diff --git a/.flake8 b/.flake8 new file mode 100644 index 0000000..264cb99 --- /dev/null +++ b/.flake8 @@ -0,0 +1,16 @@ +[flake8] +application_import_names = src, test +import-order-style = google +max-line-length = 120 +ignore = + E203, + E231 + W503 +exclude = + build/ + .git + __pycache__ + .tox + venv/ +max-complexity = 10 +require-code = True \ No newline at end of file diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md new file mode 100644 index 0000000..031fa0d --- /dev/null +++ b/.github/PULL_REQUEST_TEMPLATE.md @@ -0,0 +1,14 @@ +*Issue #, if available:* + +*Description of changes:* + +## Merge Checklist + +_Put an `x` in the boxes that apply. You can also fill these out after creating the PR. If you're unsure about any of them, don't hesitate to ask. We're here to help! This is simply a reminder of what we are going to look for before merging your pull request._ + +- [ ] I have read the [CONTRIBUTING](https://github.com/aws/sagemaker-scikit-learn-extension/blob/master/CONTRIBUTING.md) doc +- [ ] I used the commit message format described in [CONTRIBUTING](https://github.com/aws/sagemaker-scikit-learn-extension/blob/master/CONTRIBUTING.md#committing-your-change) +- [ ] I have added tests that prove my fix is effective or that my feature works (if appropriate) +- [ ] I have updated any necessary [documentation](https://github.com/aws/sagemaker-scikit-learn-extension/blob/master/README.rst) (if appropriate) + +By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license. diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..022a807 --- /dev/null +++ b/.gitignore @@ -0,0 +1,105 @@ +*.pyc +*.pyo +*.class +*~ +*# +/docs/_build +/runpy +/build +.coverage* +**/.idea +**/.history +**/.cache +**/.eggs +**/.DS_Store +*.egg +*.egg-info +.*.swp +.mypy_cache +.pytest_cache +tags +__pycache__ + +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[cod] +*$py.class + +# C extensions +*.so + +# Distribution / packaging +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +pip-wheel-metadata/ +share/python-wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.nox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +.hypothesis/ +.pytest_cache/ + +# Translations +*.mo +*.pot + +# Sphinx documentation +docs/_build/ + +# PyBuilder +target/ + +# pyenv +.python-version + +# pipenv +# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. +# However, in case of collaboration, if having platform-specific dependencies or dependencies +# having no cross-platform support, pipenv may install dependencies that don't work, or not +# install all needed dependencies. +#Pipfile.lock + +# Environments +.env +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# mkdocs documentation +/site diff --git a/.pylintrc b/.pylintrc new file mode 100644 index 0000000..94b3006 --- /dev/null +++ b/.pylintrc @@ -0,0 +1,508 @@ +[MASTER] + +# A comma-separated list of package or module names from where C extensions may +# be loaded. Extensions are loading into the active Python interpreter and may +# run arbitrary code. +extension-pkg-whitelist= + +# Add files or directories to the blacklist. They should be base names, not +# paths. +ignore=CVS + +# Add files or directories matching the regex patterns to the blacklist. The +# regex matches against base names, not paths. +ignore-patterns= + +# Python code to execute, usually for sys.path manipulation such as +# pygtk.require(). +#init-hook= + +# Use multiple processes to speed up Pylint. Specifying 0 will auto-detect the +# number of processors available to use. +jobs=1 + +# Control the amount of potential inferred values when inferring a single +# object. This can help the performance when dealing with large functions or +# complex, nested conditions. +limit-inference-results=100 + +# List of plugins (as comma separated values of python modules names) to load, +# usually to register additional checkers. +load-plugins= + +# Pickle collected data for later comparisons. +persistent=yes + +# Specify a configuration file. +#rcfile= + +# When enabled, pylint would attempt to guess common misconfiguration and emit +# user-friendly hints instead of false-positive error messages. +suggestion-mode=yes + +# Allow loading of arbitrary C extensions. Extensions are imported into the +# active Python interpreter and may run arbitrary code. +unsafe-load-any-extension=no + + +[MESSAGES CONTROL] + +# Only show warnings with the listed confidence levels. Leave empty to show +# all. Valid levels: HIGH, INFERENCE, INFERENCE_FAILURE, UNDEFINED. +confidence= + +# Disable the message, report, category or checker with the given id(s). You +# can either give multiple identifiers separated by comma (,) or put this +# option multiple times (only on the command line, not in the configuration +# file where it should appear only once). You can also use "--disable=all" to +# disable everything first and then reenable specific checks. For example, if +# you want to run only the similarities checker, you can use "--disable=all +# --enable=similarities". If you want to run only the classes checker, but have +# no Warning level messages displayed, use "--disable=all --enable=classes +# --disable=W". +disable= + C0330, # Black disagrees with and explicitly violates this: https://github.com/python/black/issues/48 + too-many-locals, + attribute-defined-outside-init, + arguments-differ, + too-many-lines, + fixme, + too-many-arguments, # sklearn estimators can have lots of arguments + invalid-name, + too-many-instance-attributes, # many sklearn estimators have more than 7 instance attributes + import-error, # Since we run Pylint before any of our builds in tox, this will always fail + too-few-public-methods, # occurs when inheriting public methods from parent + missing-docstring, + unused-argument, # sklearn transform does not use "y" + import-self, + unsubscriptable-object, + no-self-use + +# Enable the message, report, category or checker with the given id(s). You can +# either give multiple identifier separated by comma (,) or put this option +# multiple time (only on the command line, not in the configuration file where +# it should appear only once). See also the "--disable" option for examples. +enable=c-extension-no-member + + +[REPORTS] + +# Python expression which should return a note less than 10 (10 is the highest +# note). You have access to the variables errors warning, statement which +# respectively contain the number of errors / warnings messages and the total +# number of statements analyzed. This is used by the global evaluation report +# (RP0004). +evaluation=10.0 - ((float(5 * error + warning + refactor + convention) / statement) * 10) + +# Template used to display messages. This is a python new-style format string +# used to format the message information. See doc for all details. +#msg-template= + +# Set the output format. Available formats are text, parseable, colorized, json +# and msvs (visual studio). You can also give a reporter class, e.g. +# mypackage.mymodule.MyReporterClass. +output-format=text + +# Tells whether to display a full report or only the messages. +reports=no + +# Activate the evaluation score. +score=yes + + +[REFACTORING] + +# Maximum number of nested blocks for function / method body +max-nested-blocks=5 + +# Complete name of functions that never returns. When checking for +# inconsistent-return-statements if a never returning function is called then +# it will be considered as an explicit return statement and no message will be +# printed. +never-returning-functions=sys.exit + + +[BASIC] + +# Naming style matching correct argument names. +argument-naming-style=snake_case + +# Regular expression matching correct argument names. Overrides argument- +# naming-style. +#argument-rgx= + +# Naming style matching correct attribute names. +attr-naming-style=snake_case + +# Regular expression matching correct attribute names. Overrides attr-naming- +# style. +#attr-rgx= + +# Bad variable names which should always be refused, separated by a comma. +bad-names=foo, + bar, + baz, + toto, + tutu, + tata + +# Naming style matching correct class attribute names. +class-attribute-naming-style=any + +# Regular expression matching correct class attribute names. Overrides class- +# attribute-naming-style. +#class-attribute-rgx= + +# Naming style matching correct class names. +class-naming-style=PascalCase + +# Regular expression matching correct class names. Overrides class-naming- +# style. +#class-rgx= + +# Naming style matching correct constant names. +const-naming-style=UPPER_CASE + +# Regular expression matching correct constant names. Overrides const-naming- +# style. +#const-rgx= + +# Minimum line length for functions/classes that require docstrings, shorter +# ones are exempt. +docstring-min-length=-1 + +# Naming style matching correct function names. +function-naming-style=snake_case + +# Regular expression matching correct function names. Overrides function- +# naming-style. +#function-rgx= + +# Good variable names which should always be accepted, separated by a comma. +good-names=i, + j, + k, + ex, + Run, + _ + +# Include a hint for the correct naming format with invalid-name. +include-naming-hint=no + +# Naming style matching correct inline iteration names. +inlinevar-naming-style=any + +# Regular expression matching correct inline iteration names. Overrides +# inlinevar-naming-style. +#inlinevar-rgx= + +# Naming style matching correct method names. +method-naming-style=snake_case + +# Regular expression matching correct method names. Overrides method-naming- +# style. +#method-rgx= + +# Naming style matching correct module names. +module-naming-style=snake_case + +# Regular expression matching correct module names. Overrides module-naming- +# style. +#module-rgx= + +# Colon-delimited sets of names that determine each other's naming style when +# the name regexes allow several styles. +name-group= + +# Regular expression which should only match function or class names that do +# not require a docstring. +no-docstring-rgx=^_ + +# List of decorators that produce properties, such as abc.abstractproperty. Add +# to this list to register other decorators that produce valid properties. +# These decorators are taken in consideration only for invalid-name. +property-classes=abc.abstractproperty + +# Naming style matching correct variable names. +variable-naming-style=snake_case + +# Regular expression matching correct variable names. Overrides variable- +# naming-style. +#variable-rgx= + + +[FORMAT] + +# Expected format of line ending, e.g. empty (any line ending), LF or CRLF. +expected-line-ending-format= + +# Regexp for a line that is allowed to be longer than the limit. +ignore-long-lines=^\s*(# )??$ + +# Number of spaces of indent required inside a hanging or continued line. +indent-after-paren=4 + +# String used as indentation unit. This is usually " " (4 spaces) or "\t" (1 +# tab). +indent-string=' ' + +# Maximum number of characters on a single line. +max-line-length=120 + +# Maximum number of lines in a module. +max-module-lines=1000 + +# List of optional constructs for which whitespace checking is disabled. `dict- +# separator` is used to allow tabulation in dicts, etc.: {1 : 1,\n222: 2}. +# `trailing-comma` allows a space between comma and closing bracket: (a, ). +# `empty-line` allows space-only lines. +no-space-check=trailing-comma, + dict-separator + +# Allow the body of a class to be on the same line as the declaration if body +# contains single statement. +single-line-class-stmt=no + +# Allow the body of an if to be on the same line as the test if there is no +# else. +single-line-if-stmt=no + + +[LOGGING] + +# Format style used to check logging format string. `old` means using % +# formatting, while `new` is for `{}` formatting. +logging-format-style=old + +# Logging modules to check that the string format arguments are in logging +# function parameter format. +logging-modules=logging + + +[MISCELLANEOUS] + +# List of note tags to take in consideration, separated by a comma. +notes=FIXME, + XXX, + TODO + + +[SIMILARITIES] + +# Ignore comments when computing similarities. +ignore-comments=yes + +# Ignore docstrings when computing similarities. +ignore-docstrings=yes + +# Ignore imports when computing similarities. +ignore-imports=no + +# Minimum lines number of a similarity. +min-similarity-lines=4 + + +[SPELLING] + +# Limits count of emitted suggestions for spelling mistakes. +max-spelling-suggestions=4 + +# Spelling dictionary name. Available dictionaries: none. To make it working +# install python-enchant package.. +spelling-dict= + +# List of comma separated words that should not be checked. +spelling-ignore-words= + +# A path to a file that contains private dictionary; one word per line. +spelling-private-dict-file= + +# Tells whether to store unknown words to indicated private dictionary in +# --spelling-private-dict-file option instead of raising a message. +spelling-store-unknown-words=no + + +[STRING] + +# This flag controls whether the implicit-str-concat-in-sequence should +# generate a warning on implicit string concatenation in sequences defined over +# several lines. +check-str-concat-over-line-jumps=no + + +[TYPECHECK] + +# List of decorators that produce context managers, such as +# contextlib.contextmanager. Add to this list to register other decorators that +# produce valid context managers. +contextmanager-decorators=contextlib.contextmanager + +# List of members which are set dynamically and missed by pylint inference +# system, and so shouldn't trigger E1101 when accessed. Python regular +# expressions are accepted. +generated-members= + +# Tells whether missing members accessed in mixin class should be ignored. A +# mixin class is detected if its name ends with "mixin" (case insensitive). +ignore-mixin-members=yes + +# Tells whether to warn about missing members when the owner of the attribute +# is inferred to be None. +ignore-none=yes + +# This flag controls whether pylint should warn about no-member and similar +# checks whenever an opaque object is returned when inferring. The inference +# can return multiple potential results while evaluating a Python object, but +# some branches might not be evaluated, which results in partial inference. In +# that case, it might be useful to still emit no-member and other checks for +# the rest of the inferred objects. +ignore-on-opaque-inference=yes + +# List of class names for which member attributes should not be checked (useful +# for classes with dynamically set attributes). This supports the use of +# qualified names. +ignored-classes=optparse.Values,thread._local,_thread._local + +# List of module names for which member attributes should not be checked +# (useful for modules/projects where namespaces are manipulated during runtime +# and thus existing member attributes cannot be deduced by static analysis. It +# supports qualified module names, as well as Unix pattern matching. +ignored-modules= + +# Show a hint with possible names when a member name was not found. The aspect +# of finding the hint is based on edit distance. +missing-member-hint=yes + +# The minimum edit distance a name should have in order to be considered a +# similar match for a missing member name. +missing-member-hint-distance=1 + +# The total number of similar names that should be taken in consideration when +# showing a hint for a missing member. +missing-member-max-choices=1 + + +[VARIABLES] + +# List of additional names supposed to be defined in builtins. Remember that +# you should avoid defining new builtins when possible. +additional-builtins= + +# Tells whether unused global variables should be treated as a violation. +allow-global-unused-variables=yes + +# List of strings which can identify a callback function by name. A callback +# name must start or end with one of those strings. +callbacks=cb_, + _cb + +# A regular expression matching the name of dummy variables (i.e. expected to +# not be used). +dummy-variables-rgx=_+$|(_[a-zA-Z0-9_]*[a-zA-Z0-9]+?$)|dummy|^ignored_|^unused_ + +# Argument names that match this expression will be ignored. Default to name +# with leading underscore. +ignored-argument-names=_.*|^ignored_|^unused_ + +# Tells whether we should check for unused import in __init__ files. +init-import=no + +# List of qualified module names which can have objects that can redefine +# builtins. +redefining-builtins-modules=six.moves,past.builtins,future.builtins,builtins,io + + +[CLASSES] + +# List of method names used to declare (i.e. assign) instance attributes. +defining-attr-methods=__init__, + __new__, + setUp + +# List of member names, which should be excluded from the protected access +# warning. +exclude-protected=_asdict, + _fields, + _replace, + _source, + _make + +# List of valid names for the first argument in a class method. +valid-classmethod-first-arg=cls + +# List of valid names for the first argument in a metaclass class method. +valid-metaclass-classmethod-first-arg=cls + + +[DESIGN] + +# Maximum number of arguments for function / method. +max-args=5 + +# Maximum number of attributes for a class (see R0902). +max-attributes=7 + +# Maximum number of boolean expressions in an if statement. +max-bool-expr=5 + +# Maximum number of branch for function / method body. +max-branches=12 + +# Maximum number of locals for function / method body. +max-locals=15 + +# Maximum number of parents for a class (see R0901). +max-parents=7 + +# Maximum number of public methods for a class (see R0904). +max-public-methods=20 + +# Maximum number of return / yield for function / method body. +max-returns=6 + +# Maximum number of statements in function / method body. +max-statements=50 + +# Minimum number of public methods for a class (see R0903). +min-public-methods=2 + + +[IMPORTS] + +# Allow wildcard imports from modules that define __all__. +allow-wildcard-with-all=no + +# Analyse import fallback blocks. This can be used to support both Python 2 and +# 3 compatible code, which means that the block might have code that exists +# only in one or another interpreter, leading to false positives when analysed. +analyse-fallback-blocks=no + +# Deprecated modules which should not be used, separated by a comma. +deprecated-modules=optparse,tkinter.tix + +# Create a graph of external dependencies in the given file (report RP0402 must +# not be disabled). +ext-import-graph= + +# Create a graph of every (i.e. internal and external) dependencies in the +# given file (report RP0402 must not be disabled). +import-graph= + +# Create a graph of internal dependencies in the given file (report RP0402 must +# not be disabled). +int-import-graph= + +# Force import order to recognize a module as part of the standard +# compatibility libraries. +known-standard-library= + +# Force import order to recognize a module as part of a third party library. +known-third-party=enchant + + +[EXCEPTIONS] + +# Exceptions that will emit a warning when being caught. Defaults to +# "BaseException, Exception". +overgeneral-exceptions=BaseException, + Exception diff --git a/CHANGELOG.md b/CHANGELOG.md new file mode 100644 index 0000000..5ddad42 --- /dev/null +++ b/CHANGELOG.md @@ -0,0 +1 @@ +# Changelog \ No newline at end of file diff --git a/CODE_OF_CONDUCT.md b/CODE_OF_CONDUCT.md new file mode 100644 index 0000000..5b627cf --- /dev/null +++ b/CODE_OF_CONDUCT.md @@ -0,0 +1,4 @@ +## Code of Conduct +This project has adopted the [Amazon Open Source Code of Conduct](https://aws.github.io/code-of-conduct). +For more information see the [Code of Conduct FAQ](https://aws.github.io/code-of-conduct-faq) or contact +opensource-codeofconduct@amazon.com with any additional questions or comments. diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md new file mode 100644 index 0000000..af97f35 --- /dev/null +++ b/CONTRIBUTING.md @@ -0,0 +1,119 @@ +# Contributing Guidelines + +Thank you for your interest in contributing to our project. Whether it's a bug report, new feature, correction, or additional +documentation, we greatly value feedback and contributions from our community. + +Please read through this document before submitting any issues or pull requests to ensure we have all the necessary +information to effectively respond to your bug report or contribution. + + +## Reporting Bugs/Feature Requests + +We welcome you to use the GitHub issue tracker to report bugs or suggest features. + +When filing an issue, please check [existing open](https://github.com/aws/sagemaker-scikit-learn-extension/issues), or [recently closed](https://github.com/aws/sagemaker-scikit-learn-extension/issues?utf8=%E2%9C%93&q=is%3Aissue%20is%3Aclosed%20), issues to make sure somebody else hasn't already +reported the issue. Please try to include as much information as you can. Details like these are incredibly useful: + +* A reproducible test case or series of steps +* The version of our code being used +* Any modifications you've made relevant to the bug +* Anything unusual about your environment or deployment + + +## Contributing via Pull Requests +Contributions via pull requests are much appreciated. Before sending us a pull request, please ensure that: + +1. You are working against the latest source on the *master* branch. +2. You check existing open, and recently merged, pull requests to make sure someone else hasn't addressed the problem already. +3. You open an issue to discuss any significant work - we would hate for your time to be wasted. + +### Pulling Down the Code + +1. If you do not already have one, create a GitHub account by following the prompts at [Join Github](https://github.com/join). +1. Create a fork of this repository on GitHub. You should end up with a fork at `https://github.com//sagemaker-scikit-learn-extension`. + 1. Follow the instructions at [Fork a Repo](https://help.github.com/en/articles/fork-a-repo) to fork a GitHub repository. +1. Clone your fork of the repository: `git clone https://github.com//sagemaker-scikit-learn-extension` where `` is your github username. + + +### Running the Unit Tests + +1. Install conda or miniconda if you have not already done so. See [conda/miniconda installation instructions.](https://conda.io/projects/conda/en/latest/user-guide/install/index.html) +1. Install test dependencies using `pip install .[test]` (or, for Zsh users: `pip install .\[test\]`) +1. cd into the sagemaker-scikit-learn-extension folder: `cd sagemaker-scikit-learn-extension` or `cd /environment/sagemaker-scikit-learn-extension` +1. Run the following tox command and verify that all code checks and unit tests pass: `tox` + 1. Note that this will run unit tests, linting tests, package tests, and automatically formatting tests. + +You can also run a single test with the following command: `tox -e py37 -- -s -vv ::` + * Note that the coverage test will fail if you only run a single test, so make sure to surround the command with `export IGNORE_COVERAGE=-` and `unset IGNORE_COVERAGE` + * Example: `export IGNORE_COVERAGE=- ; tox -e py37 -- -s -vv tests/test_impute.py::test_robust_imputer ; unset IGNORE_COVERAGE` + + +### Making and Testing Your Change + +1. Create a new git branch: + ```shell + git checkout -b my-fix-branch master + ``` +1. Make your changes, **including unit tests**. + 1. Include unit tests when you contribute new features or make bug fixes, as they help to: + 1. Prove that your code works correctly. + 1. Guard against future breaking changes to lower the maintenance cost. + 1. Please focus on the specific change you are contributing. If you also reformat all the code, it will be hard for us to focus on your change. +1. Run all the unit tests as per [Running the Unit Tests](#running-the-unit-tests), and verify that all checks and tests pass. + 1. Note that this also runs tools that may be necessary for the automated build to pass (ex: code reformatting by 'black'). + + +### Committing Your Change + +We use commit messages to update the project version number and generate changelog entries, so it's important for them to follow the right format. Valid commit messages include a prefix, separated from the rest of the message by a colon and a space. Here are a few examples: + +``` +feature: support sparse inputs for RobustStandardScaler +fix: fix flake8 errors +``` + +Valid prefixes are listed in the table below. + +| Prefix | Use for... | +|----------------:|:-----------------------------------------------------------------------------------------------| +| `breaking` | Incompatible API changes. | +| `deprecation` | Deprecating an existing API or feature, or removing something that was previously deprecated. | +| `feature` | Adding a new feature. | +| `fix` | Bug fixes. | +| `change` | Any other code change. | +| `documentation` | Documentation changes. | + +Some of the prefixes allow abbreviation ; `break`, `feat`, `depr`, and `doc` are all valid. If you omit a prefix, the commit will be treated as a `change`. + +For the rest of the message, use imperative style and keep things concise but informative. See [How to Write a Git Commit Message](https://chris.beams.io/posts/git-commit/) for guidance. + + +### Sending a Pull Request + +GitHub provides additional document on [Creating a Pull Request](https://help.github.com/articles/creating-a-pull-request/). + +Please remember to: +* Use commit messages (and PR titles) that follow the guidelines under [Committing Your Change](#committing-your-change). +* Send us a pull request, answering any default questions in the pull request interface. +* Pay attention to any automated CI failures reported in the pull request, and stay involved in the conversation. + + +## Finding contributions to work on +Looking at the existing issues is a great way to find something to contribute on. As our projects, by default, use the default GitHub issue labels (enhancement/bug/duplicate/help wanted/invalid/question/wontfix), looking at any ['help wanted'](https://github.com/aws/sagemaker-scikit-learn-extension/labels/help%20wanted) issues is a great place to start. + + +## Code of Conduct +This project has adopted the [Amazon Open Source Code of Conduct](https://aws.github.io/code-of-conduct). +For more information see the [Code of Conduct FAQ](https://aws.github.io/code-of-conduct-faq) or contact +opensource-codeofconduct@amazon.com with any additional questions or comments. + + +## Security issue notifications +If you discover a potential security issue in this project we ask that you notify AWS/Amazon Security via our [vulnerability reporting page](http://aws.amazon.com/security/vulnerability-reporting/). Please do **not** create a public github issue. + + +## Licensing + +See the [LICENSE](https://github.com/aws/sagemaker-scikit-learn-extension/blob/master/LICENSE) file for our project's licensing. We will ask you to confirm the licensing of your contribution. + +We may ask you to sign a [Contributor License Agreement (CLA)](http://en.wikipedia.org/wiki/Contributor_License_Agreement) for larger changes. diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000..67db858 --- /dev/null +++ b/LICENSE @@ -0,0 +1,175 @@ + + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. Definitions. + + "License" shall mean the terms and conditions for use, reproduction, + and distribution as defined by Sections 1 through 9 of this document. + + "Licensor" shall mean the copyright owner or entity authorized by + the copyright owner that is granting the License. + + "Legal Entity" shall mean the union of the acting entity and all + other entities that control, are controlled by, or are under common + control with that entity. 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In no event and under no legal theory, + whether in tort (including negligence), contract, or otherwise, + unless required by applicable law (such as deliberate and grossly + negligent acts) or agreed to in writing, shall any Contributor be + liable to You for damages, including any direct, indirect, special, + incidental, or consequential damages of any character arising as a + result of this License or out of the use or inability to use the + Work (including but not limited to damages for loss of goodwill, + work stoppage, computer failure or malfunction, or any and all + other commercial damages or losses), even if such Contributor + has been advised of the possibility of such damages. + + 9. Accepting Warranty or Additional Liability. While redistributing + the Work or Derivative Works thereof, You may choose to offer, + and charge a fee for, acceptance of support, warranty, indemnity, + or other liability obligations and/or rights consistent with this + License. However, in accepting such obligations, You may act only + on Your own behalf and on Your sole responsibility, not on behalf + of any other Contributor, and only if You agree to indemnify, + defend, and hold each Contributor harmless for any liability + incurred by, or claims asserted against, such Contributor by reason + of your accepting any such warranty or additional liability. diff --git a/MANIFEST.in b/MANIFEST.in new file mode 100644 index 0000000..621385e --- /dev/null +++ b/MANIFEST.in @@ -0,0 +1,4 @@ +include requirements.txt +include LICENSE.txt +include VERSION +include README.rst \ No newline at end of file diff --git a/NOTICE b/NOTICE new file mode 100644 index 0000000..4afc20f --- /dev/null +++ b/NOTICE @@ -0,0 +1,2 @@ +Sagemaker Scikit Learn Extension +Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. diff --git a/README.rst b/README.rst new file mode 100644 index 0000000..498be47 --- /dev/null +++ b/README.rst @@ -0,0 +1,112 @@ +SageMaker Scikit-Learn Extension +================================ + +SageMaker Scikit-Learn Extension is a Python module for machine learning built on top of `scikit-learn `_. + +This project contains standalone scikit-learn estimators and additional tools to support SageMaker Autopilot. Many of the additional estimators are based on existing scikit-learn estimators. + + +User Installation +----------------- + +To install, + +:: + + # install from pip + pip install sagemaker-scikit-learn-extension + +In order to use the I/O functionalies in the :code:`sagemaker_sklearn_extension.externals` module, you will also need to install the :code:`mlio` package via conda. The :code:`mlio` package is only available through conda at the moment. + +To install :code:`mlio`, + +:: + + # install mlio + conda install -c mlio -c conda-forge mlio-py + +You can also install from source by cloning this repository and running a ``pip install`` command in the root directory of the repository: + +:: + + # install from source + git clone https://github.com/aws/sagemaker-scikit-learn-extension.git + cd sagemaker-scikit-learn-extension + pip install -e . + + +Supported Operating Systems +--------------------------- + +SageMaker scikit-learn extension supports Unix/Linux and Mac. + +Supported Python Versions +------------------------- + +SageMaker scikit-learn extension is tested on: + +- Python 3.7 + +License +------- + +This library is licensed under the Apache 2.0 License. + +Development +----------- + +We welcome contributions from developers of all experience levels. + +The SageMaker scikit-learn extension is meant to be a repository for scikit-learn estimators that don't meet scikit-learn's stringent inclusion criteria. + + +Setup +----- + +We recommend using conda for development and testing. + +To download conda, go to the `conda installation guide `_. + + +Running Tests +------------- + +SageMaker scikit-learn extension contains an extensive suite of unit tests. + +You can install the libraries needed to run the tests by running :code:`pip install --upgrade .[test]` or, for Zsh users: :code:`pip install --upgrade .\[test\]` + +For unit tests, tox will use pytest to run the unit tests in a Python 3.7 interpreter. tox will also run flake8 and pylint for style checks. + +conda is needed because of the dependency on mlio. + +To run the tests with tox, run: + +:: + + tox + +Running on SageMaker +-------------------- + +To use sagemaker-sklearn-extension on SageMaker, you can build the `sagemaker-autopilot-container `_. + +Overview of Submodules +---------------------- + +* :code:`sagemaker_sklearn_extension.decomposition` + * :code:`RobustPCA` dimension reduction for dense and sparse inputs +* :code:`sagemaker_sklearn_extension.externals` + * :code:`AutoMLTransformer` utility class encapsulating feature and target transformation functionality used in AutoML pipelines + * :code:`Header` utility class to manage the header and target columns in tabular data + * :code:`read_csv_data` reads comma separated data and returns a numpy array +* :code:`sagemaker_sklearn_extension.feature_extraction.text` + * :code:`MultiColumnTfidfVectorizer` convert a many collections of raw documents to a matrix of TF-IDF features. +* :code:`sagemaker_sklearn_extension.impute` + * :code:`RobustImputer` imputer for missing values with customizable mask_function and multi-column constant imputation + * :code:`RobustMissingIndicator` binary indicator for missing values with customizable mask_function +* :code:`sagemaker_sklearn_extension.preprocessing` + * :code:`ExtremeValueTransformer` transformer for columns that contain "extreme" values (columns that are heavy tailed) + * :code:`QuadraticFeatures` generate and add quadratic features to feature matrix + * :code:`ThresholdOneHotEncoder` encode categorical integer features as a one-hot numeric array, with optional restrictions on feature encoding + * :code:`RobustLabelEncoder` encode labels for seen and unseen labels + * :code:`RobustStandardScaler` standardization for dense and sparse inputs \ No newline at end of file diff --git a/VERSION b/VERSION new file mode 100644 index 0000000..6c6aa7c --- /dev/null +++ b/VERSION @@ -0,0 +1 @@ +0.1.0 \ No newline at end of file diff --git a/ci/buildspec-deploy.yml b/ci/buildspec-deploy.yml new file mode 100644 index 0000000..8dee09f --- /dev/null +++ b/ci/buildspec-deploy.yml @@ -0,0 +1,14 @@ +version: 0.2 + +phases: + build: + commands: + - PACKAGE_FILE="$CODEBUILD_SRC_DIR_ARTIFACT_1/sagemaker-scikit-learn-extension-*.tar.gz" + - PYPI_USER=$(aws secretsmanager get-secret-value --secret-id /codebuild/pypi/test/user --query SecretString --output text) + - PYPI_PASSWORD=$(aws secretsmanager get-secret-value --secret-id /codebuild/pypi/test/password --query SecretString --output text) + + - echo 'md5sum of python package:' + - md5sum $PACKAGE_FILE + + # publish to pypi + - twine upload --repository-url https://test.pypi.org/legacy/ $PACKAGE_FILE -u $PYPI_USER -p $PYPI_PASSWORD \ No newline at end of file diff --git a/ci/buildspec-pr.yml b/ci/buildspec-pr.yml new file mode 100644 index 0000000..c2e1859 --- /dev/null +++ b/ci/buildspec-pr.yml @@ -0,0 +1,17 @@ +version: 0.2 + +phases: + build: + commands: + # install tox + - pip install tox tox-conda + + # run linters, format verification, and package checks + - start_time=`date +%s` + - tox -e flake8,pylint,black-check,twine + - ./ci/scripts/displaytime.sh 'flake8,pylint,twine,black-check' $start_time + + # run unit tests + - start_time=`date +%s` + - tox -e py37 + - ./ci/scripts/displaytime.sh 'py37 unit' $start_time \ No newline at end of file diff --git a/ci/buildspec-release.yml b/ci/buildspec-release.yml new file mode 100644 index 0000000..966fad6 --- /dev/null +++ b/ci/buildspec-release.yml @@ -0,0 +1,37 @@ +version: 0.2 + +phases: + build: + commands: + # run git-secrets + - git-secrets --scan-history + + # install tox + - pip install tox tox-conda + + # prepare release + - git-release --prepare + + # run linters + - tox -e flake8,pylint + + # run format verification + - tox -e black-check + + # run package check + - tox -e twine + + # run unit tests + - tox -e py37 + + # generate distribution package + - python3 setup.py sdist + + # publish release to github + - git-release --publish + +artifacts: + files: + - dist/sagemaker-scikit-learn-extension-*.tar.gz + name: ARTIFACT_1 + discard-paths: yes \ No newline at end of file diff --git a/ci/scripts/displaytime.sh b/ci/scripts/displaytime.sh new file mode 100755 index 0000000..f819fb0 --- /dev/null +++ b/ci/scripts/displaytime.sh @@ -0,0 +1,29 @@ +#!/usr/bin/env bash +# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"). You +# may not use this file except in compliance with the License. A copy of +# the License is located at +# +# http://aws.amazon.com/apache2.0/ +# +# or in the "license" file accompanying this file. This file is +# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF +# ANY KIND, either express or implied. See the License for the specific +# language governing permissions and limitations under the License. + +set -euo pipefail + +echo =================== $1 execution time =================== + +start_time=$2 +end_time=`date +%s` +total_time=$(expr $end_time - $start_time + 1) +hours=$((total_time/60/60%24)) +minutes=$((total_time/60%60)) +secs=$((total_time%60)) + +(( $hours > 0 )) && printf '%d hours ' $hours +(( $minutes > 0 )) && printf '%d minutes ' $minutes +(( $hours > 0 || $minutes > 0 )) && printf 'and ' +printf '%d seconds\n\n' $secs \ No newline at end of file diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..da4692b --- /dev/null +++ b/requirements.txt @@ -0,0 +1,4 @@ +numpy==1.16.4 +psutil +scikit-learn==0.21.2 +python-dateutil==2.8.0 \ No newline at end of file diff --git a/setup.py b/setup.py new file mode 100644 index 0000000..fa6f38c --- /dev/null +++ b/setup.py @@ -0,0 +1,40 @@ +# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"). You +# may not use this file except in compliance with the License. A copy of +# the License is located at +# +# http://aws.amazon.com/apache2.0/ +# +# or in the "license" file accompanying this file. This file is +# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF +# ANY KIND, either express or implied. See the License for the specific +# language governing permissions and limitations under the License. + +import os + +from setuptools import find_packages, setup + + +def read(fname): + return open(os.path.join(os.path.dirname(__file__), fname)).read() + + +def read_version(): + return read("VERSION").strip() + + +setup( + name="sagemaker-scikit-learn-extension", + version=read_version(), + description="Open source library extension of scikit-learn for Amazon SageMaker.", + packages=find_packages(where="src", exclude=("test",)), + package_dir={"": "src"}, + long_description=read("README.rst"), + author="Amazon Web Services", + url="https://github.com/aws/sagemaker-scikit-learn-extension/", + license="Apache License 2.0", + keywords="ML Amazon AWS AI SKLearn Scikit-Learn", + classifiers=["Development Status :: 4 - Beta", "License :: OSI Approved :: Apache Software License"], + extras_require={"test": ["tox", "tox-conda", "pytest", "coverage"]}, +) diff --git a/src/sagemaker_sklearn_extension/__init__.py b/src/sagemaker_sklearn_extension/__init__.py new file mode 100644 index 0000000..654da15 --- /dev/null +++ b/src/sagemaker_sklearn_extension/__init__.py @@ -0,0 +1,20 @@ +# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"). You +# may not use this file except in compliance with the License. A copy of +# the License is located at +# +# http://aws.amazon.com/apache2.0/ +# +# or in the "license" file accompanying this file. This file is +# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF +# ANY KIND, either express or implied. See the License for the specific +# language governing permissions and limitations under the License. + +""" +Amazon SageMaker extension module of sklearn +============================================ + + +""" +from . import * # noqa: F401, F403 diff --git a/src/sagemaker_sklearn_extension/decomposition/__init__.py b/src/sagemaker_sklearn_extension/decomposition/__init__.py new file mode 100644 index 0000000..48ab248 --- /dev/null +++ b/src/sagemaker_sklearn_extension/decomposition/__init__.py @@ -0,0 +1,22 @@ +# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"). You +# may not use this file except in compliance with the License. A copy of +# the License is located at +# +# http://aws.amazon.com/apache2.0/ +# +# or in the "license" file accompanying this file. This file is +# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF +# ANY KIND, either express or implied. See the License for the specific +# language governing permissions and limitations under the License. + +""" +The :mod:`sagemaker_sklearn_extension.decomposition` module includes matrix decomposition algorithms. +""" + +from .robust_pca import RobustPCA + +__all__ = [ + "RobustPCA", +] diff --git a/src/sagemaker_sklearn_extension/decomposition/robust_pca.py b/src/sagemaker_sklearn_extension/decomposition/robust_pca.py new file mode 100644 index 0000000..3668add --- /dev/null +++ b/src/sagemaker_sklearn_extension/decomposition/robust_pca.py @@ -0,0 +1,157 @@ +# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"). You +# may not use this file except in compliance with the License. A copy of +# the License is located at +# +# http://aws.amazon.com/apache2.0/ +# +# or in the "license" file accompanying this file. This file is +# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF +# ANY KIND, either express or implied. See the License for the specific +# language governing permissions and limitations under the License. + +from scipy.sparse import issparse + +from sklearn.base import BaseEstimator, TransformerMixin +from sklearn.decomposition import PCA, TruncatedSVD +from sklearn.utils.validation import check_array, check_is_fitted + + +class RobustPCA(BaseEstimator, TransformerMixin): + """RobustPCA dimension reduction for dense and sparse matrices. + + RobustPCA uses a different implementation of singular value decomposition depending on the input. + - ``sklearn.decomposition.PCA`` for dense inputs + - ``sklearn.decomposition.TruncatedSVD`` for sparse inputs + + Please see ``sklearn.decomposition.PCA`` or ``sklearn.decomposition.TruncatedSVD`` for more details. + + If input number of features (input dimension) is less than n_components (target dimension), then no dimension + reduction will be performed. The output will be the same as the input. + + Parameters + ---------- + n_components : int, optional (default=1000) + Desired dimensionality of output data. + Must be strictly less than the number of features. If n_components is greater than than the number of features, + no dimension reduction will be performed. + + svd_solver : string, optional (default='auto') + + - If 'auto', the solver is selected by a default policy based on `X.shape` and `n_components`: if the input + data is larger than 500x500 and the number of components to extract is lower than 80% of the smallest + dimension of the data, then the more efficient 'randomized' method is enabled. Otherwise the exact full + RobustPCA is computed and optionally truncated afterwards. + Note: 'auto' option only available for dense inputs. If 'auto' and input is sparse, svd_solver will use + 'randomized' + - If 'full', run exact full RobustPCA calling the standard LAPACK solver via `scipy.linalg.svd` and select the + components by postprocessing. + Note: 'full' option only available for dense inputs. If 'full' and input is sparse, svd_solver will use + 'randomized' + - If 'arpack', run RobustPCA truncated to n_components calling ARPACK solver via `scipy.sparse.linalg.svds`. + 'arpack' requires strictly 0 < n_components < n_components + - If 'randomized', run randomized RobustPCA by the method of Halko et al. + + iterated_power : int >= 0 or 'auto', optional (default='auto') + Number of iterations for the power method computed by + svd_solver == 'randomized'. + Note: If 'auto' and input is sparse, default for `iterated_power` is 5. + + tol : float >= 0, optional (default=0.) + Tolerance for singular values computed by svd_solver == 'arpack'. 0 means machine precision. Ignored by + randomized RobustPCA solver. + + random_state : int, RandomState instance, or None, optional (default=None) + - If int, random_state is the seed used by the random number generator; + - If RandomState instance, random_state is the random number generator; + - If None, the random number generator is the RandomState instance used + by np.random. Used when svd_solver == 'arpack' or 'randomized'. + + + Attributes + ---------- + robust_pca_ : ``sklearn.decomposition.PCA``, ``sklearn.decomposition.TruncatedSVD``, or None + - If input number of features (input dimension) is less than n_components (target dimension), then `svd_` will + be set to None and no dimension reduction will be performed. The output will be the same as the input. + + Assuming number of features is more than n_components: + - If input is sparse, `svd_` is ``sklearn.decomposition.TruncatedSVD``. + - If input is dense, `svd_` is ``sklearn.decomposition.PCA`` + + Notes + ----- + For dense inputs, ``sklearn.decomposition.PCA`` will center the input data by per-feature mean subtraction before + RobustPCA. Sparse inputs will not center data. + """ + + def __init__(self, n_components=1000, svd_solver="auto", iterated_power="auto", tol=0.0, random_state=None): + self.n_components = n_components + self.svd_solver = svd_solver + self.iterated_power = iterated_power + self.tol = tol + self.random_state = random_state + + def fit(self, X, y=None): + """Fit the model with X. + + Parameters + ---------- + X : array-like, shape (n_samples, n_features) + Training data. + + Returns + ------- + self : RobustPCA + """ + X = check_array(X, accept_sparse=True, dtype=None) + + # if input dimension is less than or equal to target dimension, no reduction will be performed + if X.shape[1] <= self.n_components: + self.robust_pca_ = None + return self + + # fit for sparse or dense input + if issparse(X): + algorithm = self.svd_solver if self.svd_solver == "arpack" else "randomized" + n_iter = self.iterated_power if self.iterated_power != "auto" else 5 + + self.robust_pca_ = TruncatedSVD( + n_components=self.n_components, + algorithm=algorithm, + n_iter=n_iter, + random_state=self.random_state, + tol=self.tol, + ) + else: + self.robust_pca_ = PCA( + n_components=self.n_components, + svd_solver=self.svd_solver, + tol=self.tol, + iterated_power=self.iterated_power, + random_state=self.random_state, + ) + + self.robust_pca_.fit(X) + return self + + def transform(self, X, y=None): + """Fit the model with X and apply the dimensionality reduction on X. + + Parameters + ---------- + X : array-like, shape (n_samples, n_features) + Training data + + Returns + ------- + X : array-like, shape (n_samples, n_features) + or + X_new : array-like, shape (n_samples, n_components) + + """ + check_is_fitted(self, "robust_pca_") + + if self.robust_pca_: + return self.robust_pca_.transform(X) + return X diff --git a/src/sagemaker_sklearn_extension/externals/__init__.py b/src/sagemaker_sklearn_extension/externals/__init__.py new file mode 100644 index 0000000..6fafc23 --- /dev/null +++ b/src/sagemaker_sklearn_extension/externals/__init__.py @@ -0,0 +1,22 @@ +# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"). You +# may not use this file except in compliance with the License. A copy of +# the License is located at +# +# http://aws.amazon.com/apache2.0/ +# +# or in the "license" file accompanying this file. This file is +# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF +# ANY KIND, either express or implied. See the License for the specific +# language governing permissions and limitations under the License. + +from .automl_transformer import AutoMLTransformer +from .header import Header +from .read_data import read_csv_data + +__all__ = [ + "AutoMLTransformer", + "Header", + "read_csv_data", +] diff --git a/src/sagemaker_sklearn_extension/externals/automl_transformer.py b/src/sagemaker_sklearn_extension/externals/automl_transformer.py new file mode 100644 index 0000000..6f7a573 --- /dev/null +++ b/src/sagemaker_sklearn_extension/externals/automl_transformer.py @@ -0,0 +1,159 @@ +# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"). You +# may not use this file except in compliance with the License. A copy of +# the License is located at +# +# http://aws.amazon.com/apache2.0/ +# +# or in the "license" file accompanying this file. This file is +# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF +# ANY KIND, either express or implied. See the License for the specific +# language governing permissions and limitations under the License. + +import numpy as np + +from scipy.sparse import isspmatrix +from sklearn.base import BaseEstimator +from sklearn.base import TransformerMixin + + +class AutoMLTransformer(BaseEstimator, TransformerMixin): + """Utility class encapsulating feature and target transformation functionality used in AutoML pipelines. + + Parameters + ---------- + header : Header instance + Instance of the ``Header`` class from ``sagemaker_sklearn_extension.externals``. Contains indices of the + features and response in the corresponding dataset. + + feature_transformer : transformer instance + A Scikit-Learn transformer used on the feature columns in the dataset. Should have ``fit`` and ``transform`` + methods which accept 2-dimensional inputs. + + target_transformer : transformer instance + A Scikit-Learn transformer used on the target column in the dataset. Should have ``fit``, ``transform``, and + optionally ``inverse_transform`` methods which accept 1-dimensional inputs. + """ + + def __init__(self, header, feature_transformer, target_transformer): + self.header = header + self.feature_transformer = feature_transformer + self.target_transformer = target_transformer + + def fit(self, X, y): + """Fit and transform target, then fit feature data using the underlying transformers. + + Parameters + ---------- + X : numpy array of shape [n_samples, n_features] + The feature-only dataset. + + y : numpy array of shape [n_samples] + The target column. + + Returns + ------- + self : AutoMLTransformer + """ + y_transformed = y + + if self.target_transformer: + y_transformed = self.target_transformer.fit_transform(y) + + self.feature_transformer.fit(X, y_transformed) + return self + + def transform(self, X): + """Transform the dataset using the underlying transformers. + + Depending on the shape of the input, it transforms either the feature data, or the feature data and the target + column and then concatenates them back into a single dataset. + + Parameters + ---------- + X : numpy array + The array to transform whose shape should be either: + - [n_samples, n_features], if it only contains the features; or + - [n_samples, n_features + 1], if it contains the feature columns and the target column. + + Returns + ------- + array-like of shape [n_samples, n_transformed_features] or [n_samples, n_transformed_features + 1] + """ + n_columns = X.shape[1] + n_features = len(self.header.feature_column_indices) + + # X contains both features and response. + if n_columns == n_features + 1: + y = X[:, self.header.target_column_index] + y_transformed = self.label_transform(y) + non_nan_indices = np.arange(y_transformed.shape[0])[~np.isnan(y_transformed)] + feature_indices = np.array(self.header.feature_column_indices) + X_transformed = self.feature_transformer.transform( + X[non_nan_indices[:, np.newaxis], feature_indices[np.newaxis, :]] + ) + y_transformed_no_nans = y_transformed[non_nan_indices] + return np.column_stack((y_transformed_no_nans, self._dense_array(X_transformed))) + + # X contains only the features. + if n_columns == n_features: + return self.feature_transformer.transform(X) + + raise ValueError( + f"Received data of unknown size. Expected number of columns is {n_features}. " + f"Number of columns in the received data is {n_columns}." + ) + + def label_transform(self, y): + """Apply transformation, if ``target_transformer`` has been specified. + + Parameters + ---------- + y : array-like, 1-dimensional + + Returns + ------- + array-like + The transformed data. If target transformer has not been specified, simply returns the input. + """ + if self.target_transformer: + return self.target_transformer.transform(y) + + return y.astype("float32") + + def inverse_label_transform(self, yt): + """Apply inverse target transformation, if ``target_transformer`` has been specified set. + + Parameters + ---------- + yt : array-like, 1-dimensional + + Returns + ------- + array-like + The inverse-transformed target. If target transformer has not been specified, simply returns the input. + """ + if not self.target_transformer: + return yt + + return self.target_transformer.inverse_transform(yt) + + @staticmethod + def _dense_array(arr): + """Converts the input array to dense array. + + Parameters + ---------- + arr : numpy array or csr_matrix + The array to be densified. + + Returns + ------- + array-like + Dense numpy array representing arr. + + """ + if isspmatrix(arr): + return arr.todense() + return arr diff --git a/src/sagemaker_sklearn_extension/externals/header.py b/src/sagemaker_sklearn_extension/externals/header.py new file mode 100644 index 0000000..d5a4b73 --- /dev/null +++ b/src/sagemaker_sklearn_extension/externals/header.py @@ -0,0 +1,200 @@ +# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"). You +# may not use this file except in compliance with the License. A copy of +# the License is located at +# +# http://aws.amazon.com/apache2.0/ +# +# or in the "license" file accompanying this file. This file is +# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF +# ANY KIND, either express or implied. See the License for the specific +# language governing permissions and limitations under the License. + +from collections import defaultdict +from collections import namedtuple +from collections import OrderedDict + + +Indices = namedtuple("Indices", field_names=("column_index", "feature_index")) + + +class Header: + """ A utility class to manage the header and target column. The header contains the names for + all columns in a dataset including the target column. This class validates the header, + checking for presence of duplicate column names and absence of target column name. + + This class provides functionality to translate the column names to column indices (data set including target column) + and feature indices (data set excluding target column) respectively. + + This class is used in the code generated by the SageMaker Pipeline Recommender algorithm. + + Usage + ------ + >>> h = Header(column_names=['a', 'b', 'c'], target_column_name='b') + >>> h.as_column_indices(['a', 'c']) + [0, 2] + + >>> h.as_feature_indices(['a', 'c']) + [0, 1] + + >>> h.target_column_name + b + + >>> h.target_column_index + 1 + + >>> h.as_column_indices(['b']) + [1] + + """ + + def __init__(self, column_names: list, target_column_name: str): + """ + Parameters + ---------- + column_names : iterable of the column names in the order of occurrence + + target_column_name : str, name of the target column + + Raises + ------ + + ValueError : target_column_name is not present in column_names or duplicate entries found in column_names + """ + + self.target_column_index = None + self.target_column_name = target_column_name + + # maintaining a dict{column_name: Indices} + self._column_name_indices = OrderedDict() + + feature_index_offset = 0 + duplicate_column_indices = defaultdict(list) + + for i, column_name in enumerate(column_names): + # already seen the column, add to duplicate_column_indices + if column_name in self._column_name_indices: + duplicate_column_indices[column_name].append(i) + else: + self._column_name_indices[column_name] = Indices(column_index=i, feature_index=i - feature_index_offset) + + # if it's target column, setup target_index and adjust the feature index + # offset for following features columns + if column_name == target_column_name: + self.target_column_index = i + feature_index_offset = 1 + self._column_name_indices[column_name] = Indices(column_index=i, feature_index=None) + + if self.target_column_index is None: + raise ValueError( + "Specified target column '{target_column_name}' is " + "not a valid column name.".format(target_column_name=target_column_name) + ) + + if duplicate_column_indices: + raise ValueError( + "Duplicate column names were found:\n{}".format( + "\n".join( + [ + "{name} at index {index}".format(name=name, index=index) + for (name, index) in duplicate_column_indices.items() + ] + ) + ) + ) + + def as_feature_indices(self, column_names: list) -> list: + """ Returns list of feature indices for the given column names. + + Parameters + ---------- + column_names : iterable containing feature names + + Returns + ------- + feature_indices : iterable containing the indices corresponding to column_names, + assuming target column excluded. + + Raises + ------ + ValueError : At least one of the items in column_names is not a feature name. + + """ + + def _index(name): + + if self.target_column_name == name: + raise ValueError( + "'{}' is the target column name. " "It cannot be converted to feature index.".format(name) + ) + + try: + return self._column_name_indices[name].feature_index + except KeyError: + raise ValueError("'{}' is an unknown feature name".format(name)) + + return [_index(name) for name in column_names] + + def as_column_indices(self, column_names: list) -> list: + """ Returns list of indices for the given column names. + + Parameters + ---------- + column_names : iterable containing column names + + Returns + ------- + column_indices : iterable containing the indices corresponding to column names, + assuming target column is included in the data. + + Raises + ------ + ValueError : Unknown column name is found in column_names + + """ + + def _index(name): + try: + return self._column_name_indices[name].column_index + except KeyError: + raise ValueError("'{}' is an unknown column name.".format(name)) + + return [_index(name) for name in column_names] + + @property + def feature_column_indices(self): + """Returns list of feature column indices in the order in which they were provided. + + The order of the indices is determined by the ``column_names`` parameter. + + Returns + ------- + feature_column_indices : list of int + """ + return [ + index_instance.column_index + for index_instance in self._column_name_indices.values() + if index_instance.feature_index is not None + ] + + @property + def num_columns(self): + """ Returns number of columns including target column. + + Returns + ------- + num_columns : integer, Number of columns. + """ + return len(self._column_name_indices) + + @property + def num_features(self): + """ Returns number of features, i.e. the number of columns excluding target column. + + Returns + ------- + num_features : integer, Number of features. + + """ + return len(self._column_name_indices) - 1 diff --git a/src/sagemaker_sklearn_extension/externals/read_data.py b/src/sagemaker_sklearn_extension/externals/read_data.py new file mode 100644 index 0000000..622a746 --- /dev/null +++ b/src/sagemaker_sklearn_extension/externals/read_data.py @@ -0,0 +1,716 @@ +# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"). You +# may not use this file except in compliance with the License. A copy of +# the License is located at +# +# http://aws.amazon.com/apache2.0/ +# +# or in the "license" file accompanying this file. This file is +# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF +# ANY KIND, either express or implied. See the License for the specific +# language governing permissions and limitations under the License. + +import json +import os +from abc import ABC, abstractmethod +from sys import getsizeof + +import mlio +from mlio.integ.numpy import as_numpy +import numpy as np +import psutil + + +def _convert_bytes_to_megabytes(b): + """Converts bytes to megabytes""" + return b / 1000 ** 2 + + +def _convert_megabytes_to_bytes(mb): + """Converts megabytes to bytes""" + return mb * (1000 ** 2) + + +def _get_size_total(numpy_array): + """Gets estimated memory usage of numpy array with dtype object in bytes.""" + assert numpy_array.dtype.kind == "O" + assert 1 <= numpy_array.ndim <= 2 + total = numpy_array.nbytes # Size of reference. + rows = numpy_array if numpy_array.ndim == 2 else [numpy_array] + for row in rows: + total += sum([getsizeof(x) for x in row]) + return total + + +def _used_memory_mb(): + """Returns the current memory usage in megabytes""" + return _convert_bytes_to_megabytes(psutil.virtual_memory().total - psutil.virtual_memory().available) + + +def _get_data(source): + """Determines the input mode of the source and returns a InMemoryStore, SageMakerPipe, or File object + based on the input mode. + + If source is a python buffer, a mlio.core.InMemoryStore will be returned. + + If SM_INPUT_DATA_CONFIG environment variable is not defined, source is assumed to be a file or directory and a + mlio.core.File object will be returned. + + If SM_INPUT_DATA_CONFIG environment variable is defined, source can be the name of the channel in + SM_INPUT_DATA_CONFIG. If the source is a path, it is assumed that the basename of the path is the name of the + channel. The type of mlio.core object to be returned will be based on the "TrainingInputMode" of the channel. + + Here is an example of SM_INPUT_DATA_CONFIG with two channels ("code" and "train"). + SM_INPUT_DATA_CONFIG= + { + "code": { + "ContentType": "application/x-code", + "RecordWrapperType": "None", + "S3DistributionType": "FullyReplicated", + "TrainingInputMode": "File" + }, + "train": { + "ContentType": "text/csv", + "RecordWrapperType": "None", + "S3DistributionType": "ShardedByS3Key", + "TrainingInputMode": "File" + } + } + + Parameters + ---------- + source: str or bytes + Name of the SageMaker Channel, File, or directory from which the data is being read or + the Python buffer object from which the data is being read. + + Returns + ------- + mlio.core.File: + A mlio.core.File object is return based on the file or directory described by the `source`. + + mlio.core.SageMakerPipe: + In SageMaker framework containers, the inputdataconfig.json is made available via environment + variable 'SM_INPUT_DATA_CONFIG'. When the given source is a to 'Pipe' the value of the + environment variable 'SM_INPUT_DATA_CONFIG' is used to read out the 'TrainingInputMode' and + confirm that the source is a 'Pipe'. Then a `mlio.SageMakerPipe` object is created using the + 'source' and returned. + + mlio.core.InMemoryStore: + Given the `source` is a Python buffer, a mlio.InMemoryStore object is created and returned + """ + if isinstance(source, bytes): + return [mlio.InMemoryStore(source)] + + if isinstance(source, mlio.core.File): + source = source.id + + config = os.environ.get("SM_INPUT_DATA_CONFIG") + + if config is None: + return mlio.list_files(source, pattern="*") + + channels = json.loads(config) + + source_channel_name = os.path.basename(source) + try: + channel_config = channels[source_channel_name] + except KeyError: + raise KeyError( + "Configuration for channel name {} is not provided in SM_INPUT_DATA_CONFIG.".format(source_channel_name) + ) + + try: + data_config_input_mode = channel_config["TrainingInputMode"] + except KeyError: + raise KeyError( + "SM_INPUT_DATA_CONFIG is malformed. TrainingInputMode is " + "not found for channel name {}".format(source_channel_name) + ) + + if data_config_input_mode == "Pipe": + return [mlio.SageMakerPipe(source)] + + return mlio.list_files(source, pattern="*") # 'File' mode + + +def _get_reader(source, batch_size): + """Returns 'CsvReader' for the given source + + Parameters + ---------- + source: str or bytes + Name of the SageMaker Channel, File, or directory from which the data is being read or + the Python buffer object from which the data is being read. + + batch_size : int + The batch size in rows to read from the source. + + Returns + ------- + mlio.CsvReader + CsvReader configured with a SageMaker Pipe, File or InMemory buffer + """ + return mlio.CsvReader( + dataset=_get_data(source), + batch_size=batch_size, + default_data_type=mlio.DataType.STRING, + header_row_index=None, + allow_quoted_new_lines=True, + ) + + +class AbstractBatchConsumer(ABC): + """Abstract utility class for consuming batches of columnar data up to a given size limit. + + Batches are recorded as numpy arrays as they come in, and concatenated into a final array when enough of them have + been read so that that the resulting array is of size at most `max_size_in_bytes`, or the batches have been + exhausted. This requires implementing an estimate of the size of the final array, which is done in the + `_update_array_size_estimate` method. + + Parameters + ---------- + max_size_in_bytes : int + The maximum size that the resulting numpy array(s) should take up. + + target_column_index : int or None + The index of the target column in the incoming batches. If present, column data is split into a separate + array than the remaining "feature" data. + """ + + def __init__(self, max_size_in_bytes, target_column_index=None): + self.max_size_in_bytes = max_size_in_bytes + self.target_column_index = target_column_index + + # Lists which hold the batch data to concatenate in the end. + self._features_batches = [] + self._target_batches = [] + + # Number of columns to be inferred from first batch. + self._n_columns = 0 + + # State tracking convenience variables. + self._consumed = False + self._initialized = False + self._split_target = target_column_index is not None + + def _initialize_state(self, first_batch): + self._n_columns = len(first_batch) + if self._split_target: + assert ( + self.target_column_index < self._n_columns + ), f"Invalid target_column_index {self.target_column_index} in data with {self._n_columns} columns." + # Enable loading single-column datasets with self.target_column_index set. + if self._n_columns == 1: + self.target_column_index = None + self._split_target = False + + self._initialized = True + + def _add_batch(self, batch): + """Adds batch or truncated batch to the concatenation list. + + A batch is truncated if adding it would make the final array exceed the maximum target size. + + Parameters + ---------- + batch : mlio Example + An MLIO batch returned by CsvReader, with data encoded as strings.as an Example class. Can be used to + easily iterate over columns of data in batch. + + Returns + ------- + bool + True if adding batches should continue, False otherwise. + """ + # Perform initialization on first batch. + if not self._initialized: + self._initialize_state(batch) + + # Construct numpy representation for data in batch. + features_array_data = self._construct_features_array_data(batch) + target_array_data = self._construct_target_array_data(batch) + + # Update size estimation variables. + batch_nbytes_estimate, total_nbytes_estimate = self._update_array_size_estimate( + features_array_data, target_array_data + ) + + # If the resulting array will be too large, truncate the last batch so that it fits. + should_continue = True + if total_nbytes_estimate > self.max_size_in_bytes: + batch_bytes_to_keep = batch_nbytes_estimate - (total_nbytes_estimate - self.max_size_in_bytes) + fraction_of_batch_rows_to_keep = batch_bytes_to_keep / batch_nbytes_estimate + n_rows_to_keep = int(fraction_of_batch_rows_to_keep * self._n_rows(features_array_data)) + + if n_rows_to_keep > 0: + features_array_data = self._resize_features_array_data(features_array_data, n_rows_to_keep) + if self._split_target: + target_array_data = self._resize_target_array_data(target_array_data, n_rows_to_keep) + + should_continue = False + + self._extend_features_batches(features_array_data) + if self._split_target: + self._extend_target_batches(target_array_data) + + return should_continue + + def consume_reader(self, reader): + """Reads batches from reader and returns array of size less than or equal to the indicated limit. + + Parameters + ---------- + reader : mlio.CsvReader + A new reader instance from which to load the data. + + Returns + ------- + numpy array or tuple of numpy arrays + A single numpy array is returned when `target_column_index` is None. + + A tuple of numpy arrays is returned when `target_column_index` is not None. The first element of the tuple + is a 2D numpy array containing all columns except the one corresponding to `target_column_index`. + The second element of the tuple is 1D numpy array corresponding to `target_column_index`. + """ + if self._consumed: + raise RuntimeError("This instance has already been used to consume a batch reader.") + + for batch in reader: + should_continue = self._add_batch(batch) + if not should_continue: + break + + self._consumed = True + return self._concatenate_data() + + @abstractmethod + def _concatenate_data(self): + """Concatenates recorded batches into final numpy array(s). + + Returns + ------- + numpy array or tuple of numpy arrays + A single numpy array is returned when `target_column_index` is None. + + A tuple of numpy arrays is returned when `target_column_index` is not None. The first element of the tuple + is a 2D numpy array containing all columns except the one corresponding to `target_column_index`. + The second element of the tuple is 1D numpy array corresponding to `target_column_index`. + """ + + @abstractmethod + def _construct_features_array_data(self, batch): + """Constructs a data structure containing feature column numpy arrays from the batch. + + Parameters + ---------- + batch : mlio Example + An MLIO batch returned by CsvReader, with data encoded as strings.as an Example class. Can be used to + easily iterate over columns of data in batch. + + Returns + ------- + Feature data encoded as np.array(s). + """ + + @abstractmethod + def _construct_target_array_data(self, batch): + """Constructs a numpy array with the target column data in the batch. + + Parameters + ---------- + batch : mlio batch as an Example class -- can be used to easily iterate over columns of data in batch. + + Returns + ------- + np.array or None + None is returned if `target_column_index` is None. + """ + + @abstractmethod + def _extend_features_batches(self, features_array_data): + """Saves `features_array_data` into `self._features_batches`. + + Parameters + ---------- + features_array_data : np.array or list of np.array + Feature columns from data batch processed into numpy array(s). + + Returns + ------- + None + """ + + @abstractmethod + def _extend_target_batches(self, target_array_data): + """Saves `target_array_data` into `self._target_batches`. + + Parameters + ---------- + target_array_data: np.array or None + Target column from data batch processed into numpy array. Can be None if the `target_column_index` parameter + has not been specified. + + Returns + ------- + None + """ + + @abstractmethod + def _n_rows(self, features_array_data): + """Returns the number of rows in `features_array_data`. + + Parameters + ---------- + features_array_data : np.array or list of np.array + Feature columns from data batch processed into numpy array(s). + + Returns + ------- + int + Number of rows in incoming batch. + """ + + @abstractmethod + def _resize_features_array_data(self, features_array_data, n_rows_to_keep): + """Truncates feature numpy array data to `n_rows_to_keep`. + + Parameters + ---------- + features_array_data : np.array or list of np.array + Feature columns from data batch processed into numpy array(s). + + n_rows_to_keep : int + + Returns + ------- + Truncated feature numpy array data. + """ + + def _resize_target_array_data(self, target_array_data, n_rows_to_keep): + """Truncates target numpy array to `n_rows_to_keep` + + Parameters + ---------- + target_array_data: np.array or None + Target column from data batch processed into numpy array. Can be None if the `target_column_index` parameter + has not been specified. + + n_rows_to_keep : int + + Returns + ------- + np.array + Truncated array slice. + """ + return target_array_data[:n_rows_to_keep] + + @abstractmethod + def _update_array_size_estimate(self, features_array_data, target_array_data): + """Updates internal state required to estimate the size of the final array. + + This estimate will vary depending on the storage mechanism of the batches as they are being read, and the + format of the final array. + + Parameters + ---------- + features_array_data : np.array or list of np.array + Feature columns from data batch processed into numpy array(s). + + target_array_data: np.array or None + Target column from data batch processed into numpy array. Can be None if the `target_column_index` parameter + has not been specified. + + Returns + ------- + tuple of ints + Tuple consisting of estimated size of batch in final array, and estimated total size of final array. Both + values are returned in bytes. + """ + + +class ObjectBatchConsumer(AbstractBatchConsumer): + """Utility class which reads incoming batches as-is and concatenates them without casting into a specific dtype. + + Since batches come in with dtype object (that's what `default_data_type=mlio.DataType.STRING` does in `_get_reader` + above), the result will also be an array with dtype object. + """ + + def __init__(self, max_size_in_bytes, target_column_index=None): + super().__init__(max_size_in_bytes, target_column_index) + + # Average amount of memory in one row (references included), estimated from the first batch. + self._row_nbytes = 0 + self._estimated_size_in_bytes = 0 + + def _initialize_state(self, first_batch): + super()._initialize_state(first_batch) + + # Estimate the size of items in each column using the first batch. + for i in range(self._n_columns): + column = as_numpy(first_batch[i]).flatten() + self._row_nbytes += _get_size_total(column) / column.shape[0] + + def _concatenate_data(self): + """Concatenates feature and target data arrays into the final array(s).""" + if self._features_batches: + feature_data = np.concatenate(self._features_batches) + else: + feature_data = np.array([]) + + if self._split_target: + if self._target_batches: + target_data = np.concatenate(self._target_batches) + else: + target_data = np.array([]) + return feature_data, target_data + return feature_data + + def _construct_features_array_data(self, batch): + """Stacks numpy columns created from an incoming data batch into a numpy array.""" + return np.column_stack( + [ + as_numpy(batch[column_index]).flatten() + for column_index in range(self._n_columns) + if column_index != self.target_column_index + ] + ) + + def _construct_target_array_data(self, batch): + if self._split_target: + return as_numpy(batch[self.target_column_index]).flatten() + return None + + def _extend_features_batches(self, features_array_data): + """Appends the numpy array created from an incoming batch to the features batch list.""" + self._features_batches.append(features_array_data) + + def _extend_target_batches(self, target_array_data): + """Appends the numpy array created from an incoming batch to the target batch list.""" + self._target_batches.append(target_array_data) + + def _n_rows(self, features_array_data): + """Returns the number of rows in feature data extracted from batch. """ + return features_array_data.shape[0] + + def _resize_features_array_data(self, features_array_data, n_rows_to_keep): + """Truncates the incoming feature data batch to a length of `n_rows_to_keep`.""" + return features_array_data[:n_rows_to_keep] + + def _update_array_size_estimate(self, features_array_data, target_array_data): + """Estimates the size of the final dataset using row sizes obtained from first batch.""" + batch_nbytes = self._row_nbytes * self._n_rows(features_array_data) + self._estimated_size_in_bytes += batch_nbytes + return batch_nbytes, self._estimated_size_in_bytes + + +class StringBatchConsumer(AbstractBatchConsumer): + """Utility class which reads incoming batches and returns the final array(s) with dtype string. + + This class consumes batches produced by MLIO's CsvReader. As each batch is consumed, we estimate the size of the + array with dtype string that would be produced by concatenating the batches so far. That is then compared against + the limit in bytes to determine whether to stop consuming the batches. + + Note that memory usage might be smaller than `max_size_in_bytes`, because the final array's size estimate is based + on the max itemsize encountered in any batch, and a portion of the last batch may be discarded. + + `self._features_batches` is a list of lists. Each sublist corresponds to a feature column in the input + dataset, and contains numpy arrays of the data that came in for that column in each batch. + """ + + def __init__(self, max_size_in_bytes, target_column_index=None): + super().__init__(max_size_in_bytes, target_column_index) + + # Total number of items loaded so far. + self._features_size = 0 + self._target_size = 0 + + # Maximum itemsizes encountered so far. + self._max_features_itemsize = 0 + self._target_itemsize = 0 + + def _initialize_state(self, first_batch): + super()._initialize_state(first_batch) + + # The number of feature (non-target) columns. + self._n_features = self._n_columns - (1 if self._split_target else 0) + + # self._features_batches[i] contains numpy arrays containing the data from feature column i in each batch. + for _ in range(self._n_features): + self._features_batches.append([]) + + # Maintain a separate itemsize for each column. + self._features_itemsizes = [0 for _ in range(self._n_features)] + + def _concatenate_data(self): + """Concatenates individual columns, and stacks them into a larger array.""" + # Replace batched columns in `self._features_batches` with a concatenated version one at a time. + if self._features_batches and self._features_batches[0]: + for i in range(self._n_features): + self._features_batches[i] = np.concatenate(self._features_batches[i]) + features_data = np.column_stack(self._features_batches) + else: + features_data = np.array([]).astype(str) + + if self._split_target: + if self._target_batches: + target_data = np.concatenate(self._target_batches) + else: + target_data = np.array([]) + return features_data, target_data + return features_data + + def _construct_features_array_data(self, batch): + """Creates a list of `self._n_features` arrays containing data from each column in the batch. + + Note that the arrays are interpreted as strings here, in order to easily extract itemsize and estimate size. + """ + return [ + as_numpy(batch[i]).flatten().astype(str) for i in range(self._n_columns) if i != self.target_column_index + ] + + def _construct_target_array_data(self, batch): + if self._split_target: + return as_numpy(batch[self.target_column_index]).flatten().astype(str) + return None + + def _extend_features_batches(self, features_array_data): + """Appends the numpy arrays created from an incoming batch to the features batch list.""" + for i, column_batch in enumerate(features_array_data): + self._features_batches[i].append(column_batch) + + def _extend_target_batches(self, target_array_data): + """Appends the target numpy array created from an incoming batch to the target batch list.""" + self._target_batches.append(target_array_data) + + def _n_rows(self, features_array_data): + """Returns the number of rows in feature data extracted from batch. """ + return features_array_data[0].shape[0] if features_array_data else 0 + + def _resize_features_array_data(self, features_array_data, n_rows_to_keep): + """Truncates each feature's incoming data to a length of `n_rows_to_keep`.""" + return [column[:n_rows_to_keep] for column in features_array_data] + + def _update_array_size_estimate(self, features_array_data, target_array_data): + """Estimates the size of the final array when the incoming array data is added to it.""" + feature_batch_size = 0 + for i in range(self._n_features): + feature_column_array = features_array_data[i] + self._features_itemsizes[i] = max(self._features_itemsizes[i], feature_column_array.itemsize) + self._max_features_itemsize = max(self._features_itemsizes[i], self._max_features_itemsize) + feature_batch_size += feature_column_array.size + self._features_size += feature_batch_size + + batch_size_in_bytes = feature_batch_size * self._max_features_itemsize + total_size_in_bytes = self._features_size * self._max_features_itemsize + + if self._split_target: + self._target_itemsize = max(target_array_data.itemsize, self._target_itemsize) + self._target_size += target_array_data.size + batch_size_in_bytes += target_array_data.size * self._target_itemsize + total_size_in_bytes += self._target_itemsize * self._target_size + return batch_size_in_bytes, total_size_in_bytes + + +def _read_to_fit_memory(reader, max_memory_bytes, target_column_index=None, output_dtype="O"): + """Reads batches from reader until a numpy array of size up to `max_memory_bytes` is returned. + + The array will dtype.kind 'U' if output_dtype is 'U', and dtype.kind 'O' otherwise. + + Parameters + ---------- + + reader : mlio.CsvReader + MLIO reader yielding data batches as Examples -- collections of tensors that can be cast to numpy arrays. + + max_memory_mb : int + Maximum total memory usage in bytes of the returned array(s). + + target_column_index : int or None + Index of target column in the input dataset. If not None, data in the corresponding column of the CSV being + read will be separated into a 1D numpy array. + + output_dtype : string + If this value is 'U', then the returned numpy array(s) will have dtype.kind = 'U'. Otherwise, + the return array(s) will have dtype.kind = 'O'. + + Returns + ------- + numpy array or tuple of numpy arrays + A single numpy array is returned when `target_column_index` is None. + + A tuple of numpy arrays is returned when `target_column_index` is not None. The first element of the tuple + is a 2D numpy array containing all columns except the one corresponding to `target_column_index`. + The second element of the tuple is 1D numpy array corresponding to `target_column_index`. + """ + if output_dtype == "U": + reader_consumer = StringBatchConsumer(max_memory_bytes, target_column_index) + else: + reader_consumer = ObjectBatchConsumer(max_memory_bytes, target_column_index) + return reader_consumer.consume_reader(reader) + + +def read_csv_data( + source: str or bytes, + batch_size: int = 1000, + fit_memory_percent: float = 20.0, + target_column_index: int = None, + output_dtype: str = "O", +): + """Reads comma separated data and returns a tuple of numpy arrays. + + This function reads the csv data from either a `SageMakerPipe`, `File`, or `InMemoryStore` buffer. + If `fit_memory_percent` is set to a positive threshold, it identifies the number of samples that can be loaded to + fit in the requested percentage of the memory. + + Parameters + ------- + source : str or bytes + The source must correspond to one of the following: + + 'File': + This should be used if data is being read through a file or directory. If used, the + 'source' should be the file or directory's path. + + 'Pipe': + A 'Pipe' streams data directly from Amazon S3 to a container. If a 'Pipe' is used, + the 'source' should be the name of the desired SageMaker channel. + + For more information on 'Pipe' mode see: + https://aws.amazon.com/blogs/machine-learning/using-pipe-input-mode-for-amazon-sagemaker-algorithms/ + + 'InMemory': + This should be used when the data is being read in bytes through an in-memory Python buffer. + If used, 'source' should be the Python buffer object. + + batch_size : int + The batch size in rows to read from the source. + + fit_memory_percent : float + Sample down the examples to use the maximum percentage of the available memory. + + target_column_index : int or None + Index of target column in the input dataset. If not None, data in the corresponding column of the CSV being + read will be separated into a 1D numpy array. + + output_dtype : string + If this value is 'U', then the returned numpy array(s) will have dtype.kind = 'U'. Otherwise, + the return array(s) will have dtype.kind = 'O'. + + Returns + ------- + numpy array or tuple of numpy arrays + A single numpy array is returned when `target_column_index` is None. + + A tuple of numpy arrays is returned when `target_column_index` is not None. The first element of the tuple + is a 2D numpy array containing all columns except the one corresponding to `target_column_index`. + The second element of the tuple is 1D numpy array corresponding to `target_column_index`. + """ + max_memory_bytes = psutil.virtual_memory().total * (fit_memory_percent / 100) + + return _read_to_fit_memory( + _get_reader(source, batch_size), + max_memory_bytes, + target_column_index=target_column_index, + output_dtype=output_dtype, + ) diff --git a/src/sagemaker_sklearn_extension/feature_extraction/__init__.py b/src/sagemaker_sklearn_extension/feature_extraction/__init__.py new file mode 100644 index 0000000..07f81db --- /dev/null +++ b/src/sagemaker_sklearn_extension/feature_extraction/__init__.py @@ -0,0 +1,23 @@ +# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"). You +# may not use this file except in compliance with the License. A copy of +# the License is located at +# +# http://aws.amazon.com/apache2.0/ +# +# or in the "license" file accompanying this file. This file is +# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF +# ANY KIND, either express or implied. See the License for the specific +# language governing permissions and limitations under the License. + +""" +The :mod:`sagemaker_sklearn_extension.feature_extraction` module deals +with feature extraction from raw data. It currently includes estimators +to extract features from text. This module is based on the +:mod:`sklearn.feature_extraction` module. +""" + +from . import text + +__all__ = ["text"] diff --git a/src/sagemaker_sklearn_extension/feature_extraction/date_time.py b/src/sagemaker_sklearn_extension/feature_extraction/date_time.py new file mode 100644 index 0000000..121cc22 --- /dev/null +++ b/src/sagemaker_sklearn_extension/feature_extraction/date_time.py @@ -0,0 +1,289 @@ +# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"). You +# may not use this file except in compliance with the License. A copy of +# the License is located at +# +# http://aws.amazon.com/apache2.0/ +# +# or in the "license" file accompanying this file. This file is +# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF +# ANY KIND, either express or implied. See the License for the specific +# language governing permissions and limitations under the License. + +from datetime import datetime +from enum import Enum + +from dateutil import parser +import numpy as np +from sklearn.base import BaseEstimator, TransformerMixin +from sklearn.utils.validation import check_array, check_is_fitted + + +class DateTimeProperty: + def __init__(self, extract_func, max_, min_): + """Contains information about a property of a datetime object + + Parameters + ---------- + extract_func: function + function mapping a datetime object to the property + max_: int + maximum value for the property + min_: int + minimum value for the property + """ + self.min = min_ + self.max = max_ + self.extract_func = extract_func + + +class DateTimeDefinition(Enum): + WEEK_OF_YEAR = DateTimeProperty(lambda t: t.isocalendar()[1] if isinstance(t, datetime) else np.nan, 53, 1) + WEEKDAY = DateTimeProperty(lambda t: t.isocalendar()[2] if isinstance(t, datetime) else np.nan, 7, 1) + YEAR = DateTimeProperty(lambda t: t.year if isinstance(t, datetime) else np.nan, None, None) + HOUR = DateTimeProperty(lambda t: t.hour if isinstance(t, datetime) else np.nan, 23, 0) + MONTH = DateTimeProperty(lambda t: t.month if isinstance(t, datetime) else np.nan, 12, 1) + MINUTE = DateTimeProperty(lambda t: t.minute if isinstance(t, datetime) else np.nan, 59, 0) + QUARTER = DateTimeProperty(lambda t: (t.month - 1) // 3 + 1 if isinstance(t, datetime) else np.nan, 4, 1) + SECOND = DateTimeProperty(lambda t: t.second if isinstance(t, datetime) else np.nan, 59, 0) + DAY_OF_YEAR = DateTimeProperty(lambda t: t.timetuple().tm_yday if isinstance(t, datetime) else np.nan, 366, 1) + DAY_OF_MONTH = DateTimeProperty(lambda t: t.day if isinstance(t, datetime) else np.nan, 31, 1) + + +class DateTimeVectorizer(BaseEstimator, TransformerMixin): + def __init__(self, extract=None, mode="cyclic", ignore_constant_columns=True): + """Converts array-like data with datetime.datetime or strings describing datetime objects into numeric features + + A datetime item contains categorical information: year, month, hour, day of week, etc. This information is given + as the output features. The encoding of these categories can be ordinal or cyclic. The cyclic encoding of an + integer i between 0 and k consists of two floats: sin(i/k), cos(i/k). This makes sure for example that the + months Decembers and January are encoded to vectors that are close in Euclidean distance. + + Parameters + ---------- + extract: list of DateTimeProperty, default None + Types of data to extract. See DateTimeDefinition class for options. If given None, + defaults to DateTimeVectorizer.default_data + mode: str, default cyclic + 'ordinal': each data type is outputted to a non-negative integer, as in ordinal encoding for categorical + data + 'cyclic': each data type is converted to two numbers in [-1,1] so that the distance between these numbers + is small for close items in the cyclic order (for example hour=23 is close to hour=0) + ignore_constant_columns: bool, default True + If True, fit will make sure the output columns are not constant in the training set. + + Attributes + ---------- + extract_ : list of DateTimeProperty + List of DateTimeProperty objects, each providing the necessary information for extracting a single property + from a datetime object. The properties corresponding to this list describe the different columns of the + output of the transform function + + + Examples + -------- + >>> from sagemaker_sklearn_extension.feature_extraction.date_time import DateTimeVectorizer + >>> import numpy as np + >>> data = np.array([ + ... 'Jan 3th, 2018, 1:34am', + ... 'Feb 11th, 2012, 11:34:59pm', + ... ]).reshape((-1, 1)) + >>> date_time = DateTimeVectorizer(mode='ordinal', ignore_constant_columns=False) + >>> X = date_time.fit_transform(data) + >>> print(X.shape) + (2, 7) + >>> print(X[0].astype(np.int)) + [ 2 2018 1 34 0 0 0] + >>> date_time = DateTimeVectorizer(mode='ordinal') + >>> # with ignore_constant_columns=True, the minute field, which is 34 in both examples, will be filtered + >>> X = date_time.fit_transform(data) + >>> print(X.shape) + (2, 6) + >>> print(X[0].astype(np.int)) + [ 2 2018 1 0 0 0] + + + + """ + self.extract = extract + self.mode = mode + self.ignore_constant_columns = ignore_constant_columns + + @staticmethod + def _cyclic_transform(data, low, high): + """ + Converts numeric data into 2d-cyclic. + + The conversion of a single integer into two floats makes sure that the Euclidian distance between two (output) + values is similar to the cyclic distance between the integers. For example, hour of day is a number between 0 + and 23. The cyclic distance between the hours 0 and 23 is 1 (and not 23). After the cyclic transform, the + transformed hour 0 will be a vector very close to that of the hour 23, and far away from that of 12. + + Parameters + ---------- + data: np.array of numbers + low: lower bound of the data values + high: upper bound of the data values + + Returns + ------- + np.array with double the dimension in the last axis + + Examples + -------- + >>> from sagemaker_sklearn_extension.feature_extraction.date_time import DateTimeVectorizer + >>> output = DateTimeVectorizer._cyclic_transform(np.array([[1],[2],[3],[4]]), low=1, high=4) + >>> # up to numeric precision, the outputs should be [[0,1], [1,0], [0,-1], [-1,0]] + >>> print(output) + [[ 0.0000000e+00 1.0000000e+00] + [ 1.0000000e+00 6.1232340e-17] + [ 1.2246468e-16 -1.0000000e+00] + [-1.0000000e+00 -1.8369702e-16]] + >>> output = DateTimeVectorizer._cyclic_transform(np.array([[1],[2],[3],[4],[5],[6],[7],[8]]), low=1, high=8) + >>> print(output) + [[ 0.00000000e+00 1.00000000e+00] + [ 7.07106781e-01 7.07106781e-01] + [ 1.00000000e+00 6.12323400e-17] + [ 7.07106781e-01 -7.07106781e-01] + [ 1.22464680e-16 -1.00000000e+00] + [-7.07106781e-01 -7.07106781e-01] + [-1.00000000e+00 -1.83697020e-16] + [-7.07106781e-01 7.07106781e-01]] + """ + normalized = (data - low) * 2 * np.pi / (1 + high - low) + sin_values = np.sin(normalized) + cos_values = np.cos(normalized) + + shape = list(sin_values.shape) + + tmp_shape = tuple(shape + [1]) + sin_values = sin_values.reshape(tmp_shape) + cos_values = cos_values.reshape(tmp_shape) + ret = np.concatenate((sin_values, cos_values), axis=len(tmp_shape) - 1) + + shape[-1] *= 2 + return ret.reshape(tuple(shape)) + + default_data = [ + DateTimeDefinition.WEEKDAY.value, + DateTimeDefinition.YEAR.value, + DateTimeDefinition.HOUR.value, + DateTimeDefinition.MINUTE.value, + DateTimeDefinition.SECOND.value, + DateTimeDefinition.MONTH.value, + DateTimeDefinition.WEEK_OF_YEAR.value, + ] + + @staticmethod + def _to_datetime_single(item): + if isinstance(item, datetime): + return item + try: + return parser.parse(item) + except ValueError: + pass + except TypeError: + pass + + @staticmethod + def _to_datetime_array(X): + """Converts np array with string or datetime into datetime or None + + Parameters + ---------- + X : np.array + numpy array containing data representing datetime objects + + Returns + ------- + X : np.array + np.array with datetime objects of the same shape of the input. Items that could not be parsed become None + + """ + X = np.vectorize(DateTimeVectorizer._to_datetime_single)(X) + return X + + def fit(self, X, y=None): + """Filter the extracted field so as not to contain constant columns. + + Parameters + ---------- + X : {array-like}, datetime.datetime or str + + Notes + ----- + If fitting with a 2d array with more than one column, any data type that is not constant in any column will + remain. If for example, column 1 has year=1999 for all rows but column 2 has two or more possible year values, + we will still produce an output with the year information from column 1. To avoid this, run fit on each column + separately, and obtain a separate DateTimeVectorizer for each column + + Returns + ------- + self : DateTimeVectorizer + """ + + X = check_array(X, dtype=None, force_all_finite="allow-nan") + X = np.array(X) + X = self._to_datetime_array(X) + + if self.mode not in ["cyclic", "ordinal"]: + raise ValueError("mode must be either cyclic or ordinal. Current value is {}".format(self.mode)) + + self.extract_ = self.extract or self.default_data + + if self.ignore_constant_columns: + new_extract = [] + for col in range(X.shape[1]): + # convert the current column to get the different property values + transformed = self._convert(X[:, col].reshape((-1, 1)), mode="ordinal") + # check for constant columns + transformed_var = np.nanvar(transformed, axis=0) + for i, cur_var in enumerate(transformed_var): + if cur_var > 0 and self.extract_[i] not in new_extract: + new_extract.append(self.extract_[i]) + if not new_extract: + new_extract = [self.extract_[0]] + self.extract_ = new_extract + + return self + + def _convert(self, X, mode): + n_cols = X.shape[1] + + cols = [] + + for datetime_property in self.extract_: + # apply the function on the datetime values in the input array, create a python list. To iterate over all + # items we view the input as a 1d vector + cur_conversions = list(map(datetime_property.extract_func, X.reshape((-1,)))) + # convert the list to a float32 numpy array + cur_extract = np.array(cur_conversions, dtype=np.float32).reshape((-1, 1)) + if datetime_property.min is None: + # the output isn't cyclic. Leave it as is + pass + elif mode == "ordinal": + # the output is ordinal - shift it so the minimum value is 0 + cur_extract -= datetime_property.min + elif mode == "cyclic": + # the output is cyclic - need to apply the cyclic transform + cur_extract = self._cyclic_transform(cur_extract, low=datetime_property.min, high=datetime_property.max) + + cols.append(cur_extract) + + ret = np.concatenate(cols, axis=1) + # the return array is in 1d form. We need to reshape it to bring it back to the correct 2d form + ret = ret.reshape((-1, n_cols * ret.shape[1])) + return ret + + def transform(self, X, y=None): + X = check_array(X, dtype=None, force_all_finite="allow-nan") + check_is_fitted(self, "extract_") + + X = np.array(X) + X = self._to_datetime_array(X) + + return self._convert(X, self.mode) + + def _more_tags(self): + return {"X_types": ["datetime.datetime", "string"]} diff --git a/src/sagemaker_sklearn_extension/feature_extraction/text.py b/src/sagemaker_sklearn_extension/feature_extraction/text.py new file mode 100644 index 0000000..c70b5b4 --- /dev/null +++ b/src/sagemaker_sklearn_extension/feature_extraction/text.py @@ -0,0 +1,280 @@ +# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"). You +# may not use this file except in compliance with the License. A copy of +# the License is located at +# +# http://aws.amazon.com/apache2.0/ +# +# or in the "license" file accompanying this file. This file is +# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF +# ANY KIND, either express or implied. See the License for the specific +# language governing permissions and limitations under the License. + +import numpy as np +import scipy.sparse as sp + +from sklearn.base import BaseEstimator, TransformerMixin +from sklearn.feature_extraction.text import VectorizerMixin, TfidfVectorizer +from sklearn.utils.validation import check_array, check_is_fitted + + +class MultiColumnTfidfVectorizer(BaseEstimator, VectorizerMixin, TransformerMixin): + """Applies ``sklearn.feature_extraction.text.TfidfVectorizer`` to each column in an array. + + Each column of text is treated separately with a unique TfidfVectorizer. The vectorizers are applied sequentially. + + Parameters + ---------- + strip_accents : {'ascii', 'unicode', None} (default=None) + Remove accents and perform other character normalization during the preprocessing step. + 'ascii' is a fast method that only works on characters that have an direct ASCII mapping. + 'unicode' is a slightly slower method that works on any characters. + None (default) does nothing. + + Both 'ascii' and 'unicode' use NFKD normalization from :func:`unicodedata.normalize`. + + lowercase : boolean (default=True) + Convert all characters to lowercase before tokenizing. + + preprocessor : callable or None (default=None) + Override the preprocessing (string transformation) stage while preserving the tokenizing and n-grams + generation steps. + + tokenizer : callable or None (default=None) + Override the string tokenization step while preserving the preprocessing and n-grams generation steps. + Only applies if ``analyzer == 'word'``. + + stop_words : string {'english'}, list, or None (default) + If 'english', a built-in stop word list for English is used. + There are several known issues with 'english' and you should consider an alternative (see :ref:`stop_words`). + + If a list, that list is assumed to contain stop words, all of which will be removed from the resulting tokens. + Only applies if ``analyzer == 'word'``. + + If None, no stop words will be used. max_df can be set to a value in the range [0.7, 1.0) to automatically + detect and filter stop words based on intra corpus document frequency of terms. + + token_pattern : string + Regular expression denoting what constitutes a "token", only used if ``analyzer == 'word'``. The default regexp + select tokens of 2 or more alphanumeric characters (punctuation is completely ignored and always treated as a + token separator). + + ngram_range : tuple (min_n, max_n) (default=(1, 1)) + The lower and upper boundary of the range of n-values for different n-grams to be extracted. All values of n + such that min_n <= n <= max_n will be used. + + analyzer : string, {'word', 'char', 'char_wb'} or callable + Whether the feature should be made of word or character n-grams. + Option 'char_wb' creates character n-grams only from text inside word boundaries; n-grams at the edges of words + are padded with space. + + If a callable is passed it is used to extract the sequence of features out of the raw, unprocessed input. + + max_df : float in range [0.0, 1.0] or int (default=1.0) + When building the vocabulary ignore terms that have a document frequency strictly higher than the given + threshold (corpus-specific stop words). + If float, the parameter represents a proportion of documents, integer absolute counts. + This parameter is ignored if vocabulary is not None. + + min_df : float in range [0.0, 1.0] or int (default=1) + When building the vocabulary ignore terms that have a document frequency strictly lower than the given + threshold. This value is also called cut-off in the literature. + If float, the parameter represents a proportion of documents, integer absolute counts. + This parameter is ignored if vocabulary is not None. + + max_features : int or None (default=1000) + If not None, build a vocabulary that only consider the top max_features ordered by term frequency across + the corpus. + This parameter is ignored if vocabulary is not None. + + vocabulary : Mapping or iterable, optional (default=None) + Either a Mapping (e.g., a dict) where keys are terms and values are indices in the feature matrix, or an + iterable over terms. If not given, a vocabulary is determined from the input. + + dtype : type, optional (default=float64) + Type of the matrix returned by fit_transform() or transform(). + + norm : 'l1', 'l2' or None, optional (default='l2') + Each output row will have unit norm, either: + * 'l2': Sum of squares of vector elements is 1. The cosine similarity between two vectors is their dot product + when l2 norm has been applied. + * 'l1': Sum of absolute values of vector elements is 1. + See :func:`preprocessing.normalize` + + use_idf : boolean (default=True) + Enable inverse-document-frequency reweighting. + + smooth_idf : boolean (default=True) + Smooth idf weights by adding one to document frequencies, as if an extra document was seen containing every + term in the collection exactly once. Prevents zero divisions. + + sublinear_tf : boolean (default=False) + Apply sublinear tf scaling, i.e. replace tf with 1 + log(tf). + + vocabulary_sizes : list(int) (default=None) + Specify the exact vocabulary size to use while encoding each column in the input dataset. The vocabulary size + of a column corresponds to the number of features in its TF-IDF encoding, before the feature matrices are + concatenated. If the feature matrix of column ``i`` has more features than the corresponding vocabulary size, + only the first ``vocabulary_sizes[i]`` features are kept. If the feature matrix of column ``i`` has fewer + features than the corresponding vocabulary size, zero columns are added to the feature matrix until it has + ``vocabulary_sizes[i]`` features. This parameter is useful if the total number of features of the encoding + has to be constant. + + ignore_columns_with_zero_vocabulary_size : boolean (default=True) + Allow ValueErrors thrown by ``sklearn.feature_extraction.text.TfidfVectorizer`` because of over-pruning + of terms to be ignored and an empty ``scipy.sparse.csr_matrix`` to be used in place of the given columns + TF-IDF document-term matrix. + + Attributes + ---------- + vectorizers_ : list of ``sklearn.feature_extraction.text.TfidfVectorizers`` + List of ``sklearn.feature_extraction.text.TfidfVectorizers``. Each TfidfVectorizer is separately instantiated + on an input column. len(self.vectorizers_) should equal to the number of input columns. + + Notes + ----- + MultiColumnTfidfVectorizer should be used with 2D arrays of text strings, for 1D arrays of text data, use + ``sklearn.feature_extraction.text.TfidfVectorizer`` or reshape using array.reshape(-1, 1) + """ + + def __init__( + self, + strip_accents=None, + lowercase=True, + preprocessor=None, + tokenizer=None, + stop_words=None, + token_pattern=r"(?u)\b\w\w+\b", + ngram_range=(1, 1), + analyzer="word", + max_df=1.0, + min_df=1, + max_features=1000, + vocabulary=None, + dtype=np.float64, + norm="l2", + use_idf=True, + smooth_idf=True, + sublinear_tf=False, + vocabulary_sizes=None, + ignore_columns_with_zero_vocabulary_size=True, + ): + self.strip_accents = strip_accents + self.lowercase = lowercase + self.preprocessor = preprocessor + self.tokenizer = tokenizer + self.stop_words = stop_words + self.token_pattern = token_pattern + self.ngram_range = ngram_range + self.analyzer = analyzer + self.max_df = max_df + self.min_df = min_df + self.max_features = max_features + self.vocabulary = vocabulary + self.dtype = dtype + self.norm = norm + self.use_idf = use_idf + self.smooth_idf = smooth_idf + self.sublinear_tf = sublinear_tf + self.vocabulary_sizes = vocabulary_sizes + self.ignore_columns_with_zero_vocabulary_size = ignore_columns_with_zero_vocabulary_size + + def fit(self, X, y=None): + """Build the list of TfidfVectorizers for each column. + + Parameters + ---------- + X : {array-like}, text data + + Returns + ------- + self : MultiColumnTfidfVectorizer + """ + X = check_array(X, dtype=None) + n_columns = X.shape[1] + + # If specified, vocabulary size must be given for each column of the input dataset. + if self.vocabulary_sizes and len(self.vocabulary_sizes) != n_columns: + raise ValueError("If specified, vocabulary_sizes has to have exactly one entry per data column.") + + self.vectorizers_ = [] + for col_idx in range(n_columns): + max_features = self.max_features + + # Override max_features for the current column in order to enforce the vocabulary size. + if self.max_features and self.vocabulary_sizes: + max_features = min(self.max_features, self.vocabulary_sizes[col_idx]) + elif self.vocabulary_sizes: + max_features = self.vocabulary_sizes[col_idx] + + try: + vectorizer = TfidfVectorizer( + strip_accents=self.strip_accents, + lowercase=self.lowercase, + preprocessor=self.preprocessor, + tokenizer=self.tokenizer, + stop_words=self.stop_words, + token_pattern=self.token_pattern, + ngram_range=self.ngram_range, + analyzer=self.analyzer, + max_df=self.max_df, + min_df=self.min_df, + max_features=max_features, + vocabulary=self.vocabulary, + dtype=self.dtype, + norm=self.norm, + use_idf=self.use_idf, + smooth_idf=self.smooth_idf, + sublinear_tf=self.sublinear_tf, + ) + vectorizer.fit(X[:, col_idx]) + except ValueError as err: + zero_vocab_errors = [ + "After pruning, no terms remain. Try a lower min_df or a higher max_df.", + "max_df corresponds to < documents than min_df", + "empty vocabulary; perhaps the documents only contain stop words", + ] + if str(err) in zero_vocab_errors and self.ignore_columns_with_zero_vocabulary_size: + vectorizer = None + else: + raise + + self.vectorizers_.append(vectorizer) + + return self + + def transform(self, X, y=None): + """Transform documents to document term-matrix. + + Parameters + ---------- + X : 2D array of text data + + Returns + ------- + tfidf_matrix : sparse matrix, [n_samples, n_features] + Tf-idf-weighted document-term matrix. + """ + check_is_fitted(self, "vectorizers_") + X = check_array(X, dtype=None) + + ret = [] + for col_idx in range(X.shape[1]): + if self.vectorizers_[col_idx]: + tfidf_features = self.vectorizers_[col_idx].transform(X[:, col_idx]) + # If the vocabulary size is specified and there are too few features, then pad the output with zeros. + if self.vocabulary_sizes and tfidf_features.shape[1] < self.vocabulary_sizes[col_idx]: + tfidf_features = sp.csr_matrix( + (tfidf_features.data, tfidf_features.indices, tfidf_features.indptr), + shape=(tfidf_features.shape[0], self.vocabulary_sizes[col_idx]), + ) + else: + # If ``TfidfVectorizer`` threw a value error, add an empty TF-IDF document-term matrix for the column + tfidf_features = sp.csr_matrix((X.shape[0], 0)) + ret.append(tfidf_features) + + return sp.hstack(ret) + + def _more_tags(self): + return {"X_types": ["string"]} diff --git a/src/sagemaker_sklearn_extension/impute/__init__.py b/src/sagemaker_sklearn_extension/impute/__init__.py new file mode 100644 index 0000000..8fdc123 --- /dev/null +++ b/src/sagemaker_sklearn_extension/impute/__init__.py @@ -0,0 +1,22 @@ +# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"). You +# may not use this file except in compliance with the License. A copy of +# the License is located at +# +# http://aws.amazon.com/apache2.0/ +# +# or in the "license" file accompanying this file. This file is +# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF +# ANY KIND, either express or implied. See the License for the specific +# language governing permissions and limitations under the License. + +""" +The :mod:`sagemaker_sklearn_extension.impute` module includes +transformers that preform missing value imputation. This module +is based on the :mod:`sklearn.impute` module. +""" + +from .base import RobustImputer, RobustMissingIndicator, is_finite_numeric + +__all__ = ["RobustImputer", "RobustMissingIndicator", "is_finite_numeric"] diff --git a/src/sagemaker_sklearn_extension/impute/base.py b/src/sagemaker_sklearn_extension/impute/base.py new file mode 100644 index 0000000..e939eee --- /dev/null +++ b/src/sagemaker_sklearn_extension/impute/base.py @@ -0,0 +1,301 @@ +# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"). You +# may not use this file except in compliance with the License. A copy of +# the License is located at +# +# http://aws.amazon.com/apache2.0/ +# +# or in the "license" file accompanying this file. This file is +# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF +# ANY KIND, either express or implied. See the License for the specific +# language governing permissions and limitations under the License. + +import numpy as np + +from sklearn.base import BaseEstimator, TransformerMixin +from sklearn.impute import MissingIndicator, SimpleImputer +from sklearn.utils.validation import check_array, check_is_fitted + + +def is_finite_numeric(arr): + """Helper function to check if values in an array can be converted to finite numeric + """ + + def _is_finite_numeric(val): + try: + f = float(val) + return np.isfinite(f) + except ValueError: + return False + + return np.vectorize(_is_finite_numeric)(arr) + + +def _get_mask(X, vectorized_mask_function): + """Compute boolean mask of X for vectorized_mask_function(X) == False + """ + return np.logical_not(vectorized_mask_function(X).astype("bool")) + + +def _apply_mask(X, mask): + X[mask] = np.nan + return X + + +class RobustImputer(BaseEstimator, TransformerMixin): + """Imputer for completing missing values. + + Similar to sklearn.impute.SimpleImputer with added functionality + - RobustImputer uses a custom mask_function to determine values to impute. + The default mask_function is sagemaker_sklearn_extension.impute.is_finite_numeric + which checks if a value can be converted into a float. + - RobustImputer can perform multi-column imputation with different values + for each column (strategy=="constant") + + Parameters + ---------- + dtype : string, type, list of types or None (default=None) + Data type for output. + + - If left to default, numeric imputation strategies ("median" and "mean"), + output array dtype will always be floating point dtype. Otherwise it will be + np.dtype('O') + + strategy : string, optional (default='median') + The imputation strategy. + + - If "mean", then replace missing values using the mean along + each column. Can only be used with numeric data. + - If "median", then replace missing values using the median along + each column. Can only be used with numeric data. + - If "most_frequent", then replace missing using the most frequent + value along each column. Can be used with strings or numeric data. + - If "constant", then replace missing values with fill_values. + fill_values can be a singular value or a list of values equal to + number of columns. Can be used with strings or numeric data. + If fill_values is not set, fill_value will be 0 when imputing numerical + data and "missing_value" for strings or object data types. + + fill_values : string, numerical value, or list, optional (default=None) + When strategy=="constant", fill_values is used to replace all + values that should be imputed. + + - If string or numerical value, that one value will be used to replace + all values that should be imputed. + - If list, fill_values must equal to number of columns of input. Each + column will be imputed with the corresponding value in fill_values. + fill_values[i] will replace ith column (X[:,i]). + - If left to the default, fill_value will be 0 when imputing numerical + data and "missing_value" for strings or object data types. + + mask_function : callable -> np.array, dtype('bool') (default=None) + A vectorized python function, accepts np.array, returns np.array + with dtype('bool') + + For each value, if mask_function(val) == False, that value will + be imputed. mask_function is used to create a boolean mask that determines + which values in the input to impute. + + Use np.vectorize to vectorize singular python functions. + + If left to default, mask_function will be + sagemaker_sklearn_extension.impute.is_finite_numeric + + Notes + ----- + only accepts 2D, non-sparse inputs + """ + + def __init__(self, dtype=None, strategy="median", fill_values=None, mask_function=None): + self.dtype = dtype + self.strategy = strategy + self.fill_values = fill_values + self.mask_function = mask_function + + def _validate_input(self, X): + if self._is_constant_multicolumn_imputation(): + if len(self.fill_values) != X.shape[1]: + raise ValueError( + "'fill_values' should have length equal to number of features in X {num_features}, " + "got {fill_values_length}".format(num_features=X.shape[1], fill_values_length=len(self.fill_values)) + ) + + dtype = self.dtype or np.dtype("O") + + if hasattr(X, "dtype") and X.dtype is not None and hasattr(X.dtype, "kind") and X.dtype.kind == "c": + raise ValueError("Complex data not supported\n{}\n".format(X)) + + return check_array(X, dtype=dtype, copy=True, force_all_finite=False, ensure_2d=True) + + def _is_constant_multicolumn_imputation(self): + return self.strategy == "constant" and isinstance(self.fill_values, (list, tuple, np.ndarray)) + + def fit(self, X, y=None): + """Fit the imputer on X. + + Parameters + ---------- + X : {array-like}, shape (n_samples, n_features) + Input data, where ``n_samples`` is the number of samples and + ``n_features`` is the number of features. + + Returns + ------- + self : RobustImputer + """ + X = self._validate_input(X) + + self.vectorized_mask_function_ = self.mask_function or is_finite_numeric + X = _apply_mask(X, _get_mask(X, self.vectorized_mask_function_)) + + if self._is_constant_multicolumn_imputation(): + self.simple_imputer_ = SimpleImputer(strategy=self.strategy) + else: + self.simple_imputer_ = SimpleImputer(strategy=self.strategy, fill_value=self.fill_values) + + self.simple_imputer_.fit(X) + + # set "SimpleImputer.statistics_" for multicolumn imputations with different column fill values + # SimpleImputer cannot preform multicolumn imputation with different column fill values + if self._is_constant_multicolumn_imputation(): + self.simple_imputer_.statistics_ = np.asarray(self.fill_values) + + return self + + def transform(self, X): + """Impute all missing values in X. + + Parameters + ---------- + X : {array-like}, shape (n_samples, n_features) + The input data to complete. + + Returns + ------- + Xt : {ndarray}, shape (n_samples, n_features) + The imputed input data. The data type of ``Xt`` + will depend on your input dtype. + """ + check_is_fitted(self, ["simple_imputer_", "vectorized_mask_function_"]) + X = self._validate_input(X) + + if X.shape[1] != self.simple_imputer_.statistics_.shape[0]: + raise ValueError( + "'transform' input X has {transform_dim} features per sample, " + "expected {fit_dim} from 'fit' input".format( + transform_dim=X.shape[1], fit_dim=self.simple_imputer_.statistics_.shape[0] + ) + ) + + X = _apply_mask(X, _get_mask(X, self.vectorized_mask_function_)) + + return self.simple_imputer_.transform(X).astype(self.dtype) + + def _more_tags(self): + return {"allow_nan": True} + + +class RobustMissingIndicator(BaseEstimator, TransformerMixin): + """Binary indicators for missing values. + + Note that this component typically should not be used in a vanilla + :class:`sklearn.pipeline.Pipeline` consisting of transformers and a classifier, + but rather could be added using a :class:`sklearn.pipeline.FeatureUnion` or + :class:`sklearn.compose.ColumnTransformer`. + + Similar to sklearn.impute.MissingIndicator with added functionality + - RobustMissingIndicator uses a custom mask_function to determine the boolean mask. + The default mask_function is sagemaker_sklearn_extension.impute.is_finite_numeric + which checks whether or not a value can be converted into a float. + + Parameters + ---------- + features : str, optional (default="all") + Whether the imputer mask should represent all or a subset of + features. + + - If "missing-only", the imputer mask will only represent + features containing missing values during fit time. + - If "all" (default), the imputer mask will represent all features. + + error_on_new : boolean, optional (default=True) + If True (default), transform will raise an error when there are + features with missing values in transform that have no missing values + in fit. This is applicable only when ``features="missing-only"``. + + mask_function : callable -> np.array, dtype('bool') (default=None) + A vectorized python function, accepts np.array, returns np.array + with dtype('bool') + + For each value, if mask_function(val) == False, that value will + be imputed. mask_function is used to create a boolean mask that determines + which values in the input to impute. + + Use np.vectorize to vectorize singular python functions. + + By default, mask_function will be + sagemaker_sklearn_extension.impute.is_finite_numeric + + Notes + ----- + only accepts 2D, non-sparse inputs + """ + + def __init__(self, features="all", error_on_new=True, mask_function=None): + self.features = features + self.error_on_new = error_on_new + self.mask_function = mask_function + + def _validate_input(self, X): + if hasattr(X, "dtype") and X.dtype is not None and hasattr(X.dtype, "kind") and X.dtype.kind == "c": + raise ValueError("Complex data not supported\n{}\n".format(X)) + + return check_array(X, dtype=np.dtype("O"), copy=True, force_all_finite=False, ensure_2d=True) + + def fit(self, X, y=None): + """Fit the transformer on X. + + Parameters + ---------- + X : {array-like}, shape (n_samples, n_features) + Input data, where ``n_samples`` is the number of samples and + ``n_features`` is the number of features. + + Returns + ------- + self : RobustMissingIndicator + """ + X = self._validate_input(X) + + self.vectorized_mask_function_ = self.mask_function or is_finite_numeric + X = _apply_mask(X, _get_mask(X, self.vectorized_mask_function_)) + + self.missing_indicator_ = MissingIndicator(features=self.features, error_on_new=self.error_on_new) + self.missing_indicator_.fit(X) + + return self + + def transform(self, X): + """Generate missing values indicator for X. + + Parameters + ---------- + X : {array-like}, shape (n_samples, n_features) + The input data to complete. + + Returns + ------- + Xt : {ndarray}, shape (n_samples, n_features) + The missing indicator for input data. The data type of ``Xt`` + will be boolean. + """ + check_is_fitted(self, ["missing_indicator_", "vectorized_mask_function_"]) + X = self._validate_input(X) + + X = _apply_mask(X, _get_mask(X, self.vectorized_mask_function_)) + + return self.missing_indicator_.transform(X) + + def _more_tags(self): + return {"allow_nan": True} diff --git a/src/sagemaker_sklearn_extension/preprocessing/__init__.py b/src/sagemaker_sklearn_extension/preprocessing/__init__.py new file mode 100644 index 0000000..571bd12 --- /dev/null +++ b/src/sagemaker_sklearn_extension/preprocessing/__init__.py @@ -0,0 +1,39 @@ +# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"). You +# may not use this file except in compliance with the License. A copy of +# the License is located at +# +# http://aws.amazon.com/apache2.0/ +# +# or in the "license" file accompanying this file. This file is +# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF +# ANY KIND, either express or implied. See the License for the specific +# language governing permissions and limitations under the License. + +from .base import BaseExtremeValueTransformer +from .base import LogExtremeValuesTransformer +from .base import QuantileExtremeValuesTransformer +from .base import RemoveConstantColumnsTransformer +from .base import log_transform +from .base import quantile_transform_nonrandom +from .data import QuadraticFeatures +from .data import RobustStandardScaler +from .encoders import NALabelEncoder +from .encoders import RobustLabelEncoder +from .encoders import ThresholdOneHotEncoder + + +__all__ = [ + "BaseExtremeValueTransformer", + "LogExtremeValuesTransformer", + "NALabelEncoder", + "QuadraticFeatures", + "QuantileExtremeValuesTransformer", + "ThresholdOneHotEncoder", + "RemoveConstantColumnsTransformer", + "RobustLabelEncoder", + "RobustStandardScaler", + "log_transform", + "quantile_transform_nonrandom", +] diff --git a/src/sagemaker_sklearn_extension/preprocessing/base.py b/src/sagemaker_sklearn_extension/preprocessing/base.py new file mode 100644 index 0000000..f0209fc --- /dev/null +++ b/src/sagemaker_sklearn_extension/preprocessing/base.py @@ -0,0 +1,410 @@ +# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"). You +# may not use this file except in compliance with the License. A copy of +# the License is located at +# +# http://aws.amazon.com/apache2.0/ +# +# or in the "license" file accompanying this file. This file is +# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF +# ANY KIND, either express or implied. See the License for the specific +# language governing permissions and limitations under the License. + +import numpy as np + +from sklearn.base import BaseEstimator, TransformerMixin +from sklearn.utils.validation import check_array, check_is_fitted +from sklearn.preprocessing import QuantileTransformer, quantile_transform + + +def log_transform(x): + """Apply a log-like transformation. + + The transformation is log(x + 1) if all x >= 0, else it is a custom symmetric log transform: shifted log, + mirrored around the origin, so that the domain is all real numbers and the sign of the input is preserved. + It is a monotonic transformation. + """ + if np.all(x >= 0): + return np.log(x + 1) + return np.sign(x) * np.log(np.abs(x) + 1) + + +def quantile_transform_nonrandom(x): + """Apply ``sklearn.preprocessing.quantile_transoform``. + + Converts column with extreme values to a uniform distribution. random_state seed is always 0. + """ + return quantile_transform(x.reshape((-1, 1)), random_state=0, copy=True) + + +def identity(x): + """Identity function.""" + return x + + +class BaseExtremeValueTransformer(BaseEstimator, TransformerMixin): + """Applies a transformation to columns which have "extreme" values. + + A value is considered "extreme" if it is greater than ``quantile`` or less than 100 - ``quantile`` percent of the + data, and is more than ``threshold_std`` many standard deviations away from the mean. Heavy-tailed distributions are + therefore more likely to have "extreme" values. + + Number of output columns is the same as number of input columns: each column is either transformed or not. + The default transformation is the identity function. + + Parameters + ---------- + quantile : int (default = 98) + Used to calculate the lower and upper cutoff quantiles for a value to be considered "extreme". + This must be an integer between 0 and 100. + + threshold_std : float (default = 4.0) + Number of standard deviations away from the mean (in standard units). For a given column, if the magnitude of + the quantile cutoffs is greater than the threshold_std cutoff, then that column contains an extreme value. + ``threshold_std`` is converted to nonstandard units: + ``nonstandard_thresholds = standard_threshold * np.std(X, axis=0) + np.mean(X, axis=0)``. + + transform_function : transform_function : callable -> 1D np.array (default = lambda x: x) + The function to transform the columns with extreme values. transform_function is applied to an entire column + if that column contains an "extreme" value. `transform_function` is applied during the `transform` stage. + No state will be kept between ``fit`` and ``transform``. To keep state, create a child class of + ``BaseExtremeValueTransformer``. + + Attributes + ---------- + n_input_features_ : int + The number of columns in the input dataset. + + quantiles_ : 2D array (2, n_input_features_) + For each column j, ``quantiles_[0, j]`` is the valueof the ``(100 - quantile)`` percentile and + ``quantiles_[1, j]`` is the value of the ``quantile`` percentile. + + cols_to_transform_ : list of int + List of column indices to determine which columns to apply the transformation of ``transform_function``. + + Notes + ----- + Accepts only two-dimensional, dense input arrays. + + This class can be called directly if inputs in ``fit`` and ``transform`` stages are the same. + + Users can also subclass this class and override the ``fit`` and ``_transform_function`` methods to store state as + class attributes. To see examples of this implementation, see + ``sagemaker_sklearn_extension.preprocessing.LogExtremeValueTransformer`` or + ``sagemaker_sklearn_extension.preprocessing.QuantileExtremeValueTransformer``. + """ + + def __init__(self, quantile=98, threshold_std=4.0, transform_function=identity): + self.quantile = quantile + self.threshold_std = threshold_std + self.transform_function = transform_function + + def fit(self, X, y=None): + """Compute the lower and upper quantile cutoffs and which columns to transform. + + Parameters + ---------- + X : array-like, shape [n_samples, n_features] + The data array to transform. Must be numeric, non-sparse, and two-dimensional. + + Returns + ------- + self : BaseExtremeValueTransformer + """ + if not 0 <= self.quantile <= 100: + raise ValueError( + "Parameter `quantile` {} is invalid. `quantile` must be an integer between 0 and 100".format( + self.quantile + ) + ) + + X = check_array(X) + _, self.n_input_features_ = X.shape + + self.quantiles_ = np.percentile(X, [100 - self.quantile, self.quantile], axis=0) + + nonstandard_threshold_stds = self.threshold_std * np.std(X, axis=0) + col_means = np.mean(X, axis=0) + threshold_upper_bound = nonstandard_threshold_stds + col_means + threshold_lower_bound = -nonstandard_threshold_stds + col_means + + self.cols_to_transform_ = [ + j + for j in range(self.n_input_features_) + if self.quantiles_[0, j] < threshold_lower_bound[j] or self.quantiles_[1, j] > threshold_upper_bound[j] + ] + + return self + + def transform(self, X, y=None): + """Transform columns that contain extreme values with ``transform_function``. + + Parameters + ---------- + X : array-like, shape (n_samples, n_features) + The data array to transform. Must be numeric, non-sparse, and two-dimensional. + + Returns + ------- + Xt : np.ndarray, shape (n_samples, n_features) + The array of transformed input. + """ + check_is_fitted(self, ["quantiles_", "cols_to_transform_"]) + X = check_array(X) + _, n_features = X.shape + + if n_features != self.n_input_features_: + raise ValueError("X shape does not match training shape.") + + return_cols = [ + self._transform_function(X[:, j], j) if j in self.cols_to_transform_ else X[:, j] + for j in range(self.n_input_features_) + ] + + return np.column_stack(return_cols) + + def _transform_function(self, x, idx=None): + """Applies ``self.transform_function`` to a column x. + + Parameters + ---------- + x : 1D column, array-like + + idx : index, int + index of 1D column in relation to the 2D array. + + Returns + ------- + xt : transformed x + """ + return self.transform_function(x) + + +class LogExtremeValuesTransformer(BaseExtremeValueTransformer): + """Applies a log transformation to columns which have "extreme" values. + + The transformation is log(x + 1) if all x >= 0, else it is a custom symmetric log transform: shifted log, + mirrored around the origin, so that the domain is all real numbers and the sign of the input is preserved. + Nonnegative columns are determined during ``fit`` and stored as state, which are then used in ``transform``. + + A value is considered "extreme" if it is greater than ``quantile`` or less than 100 - ``quantile`` percent of the + data, and is more than ``threshold_std`` many standard deviations away from the mean. Heavy-tailed distributions are + therefore more likely to have "extreme" values. + + Number of output columns is the same as number of input columns: each column is either transformed or not. + + Parameters + ---------- + quantile : int (default = 98) + Used to calculate the lower and upper cutoff quantiles for a value to be considered "extreme". + This must be an integer between 0 and 100. + + threshold_std : float (default = 4.0) + Number of standard deviations away from the mean (in standard units). For a given column, if the magnitude of + the quantile cutoffs is greater than the threshold_std cutoff, then that column contains an extreme value. + ``threshold_std`` is converted to nonstandard units: + ``nonstandard_thresholds = standard_threshold * np.std(X, axis=0) + np.mean(X, axis=0)``. + + + Attributes + ---------- + n_input_features_ : int + The number of columns in the input dataset. + + quantiles_ : 2D array (2, n_input_features_) + For each column j, ``quantiles_[0, j]`` is the valueof the ``(100 - quantile)`` percentile and + ``quantiles_[1, j]`` is the value of the ``quantile`` percentile. + + cols_to_transform_ : list of int + List of column indices to determine which columns to apply the transformation of ``transform_function``. + + nonnegative_cols_ : list of int + List of column indices that contain all non-negative values. + + Notes + ----- + Accepts only two-dimensional, dense input arrays. + + This class inhereits from ``sagemaker_sklearn_extension.preprocessing.BaseExtremeValueTransformer``. + """ + + def __init__(self, quantile=98, threshold_std=4.0): + super().__init__(quantile=quantile, threshold_std=threshold_std) + + def fit(self, X, y=None): + """Compute the lower and upper quantile cutoffs, columns to transform, and nonnegative columns. + + Parameters + ---------- + X : array-like, shape [n_samples, n_features] + The data array to transform. Must be numeric, non-sparse, and two-dimensional. + + Returns + ------- + self : LogExtremeValueTransformer + """ + super().fit(X) + X = check_array(X) + self.nonnegative_cols_ = [j for j in range(self.n_input_features_) if np.all(X[:, j] >= 0)] + return self + + def _transform_function(self, x, idx=None): + """Apply a log-like transformation. + + The transformation is log(x + 1) if all x >= 0, else it is a custom symmetric log transform: shifted log, + mirrored around the origin. Uses ``nonnegative_cols_`` from ``fit`` to determine which columns are negative. + """ + if idx in self.nonnegative_cols_: + return np.log(x + 1) + return np.sign(x) * np.log(np.abs(x) + 1) + + +class QuantileExtremeValuesTransformer(BaseExtremeValueTransformer): + """Applies a quantile transformation to columns which have "extreme" values. + + The quantile transformation is ``sklearn.preprocessing.quantile_transform`` that converts columns with extreme + values to a uniform distribution. Quantiles are computed during the ``fit`` stage and stored as state, which are + then used in ``transform``. + + A value is considered "extreme" if it is greater than ``quantile`` or less than 100 - ``quantile`` percent of the + data, and is more than ``threshold_std`` many standard deviations away from the mean. Heavy-tailed distributions are + therefore more likely to have "extreme" values. + + Number of output columns is the same as number of input columns: each column is either transformed or not. + + Parameters + ---------- + quantile : int (default = 98) + Used to calculate the lower and upper cutoff quantiles for a value to be considered "extreme". + This must be an integer between 0 and 100. + + threshold_std : float (default = 4.0) + Number of standard deviations away from the mean (in standard units). For a given column, if the magnitude of + the quantile cutoffs is greater than the threshold_std cutoff, then that column contains an extreme value. + ``threshold_std`` is converted to nonstandard units: + ``nonstandard_thresholds = standard_threshold * np.std(X, axis=0) + np.mean(X, axis=0)``. + + + Attributes + ---------- + n_input_features_ : int + The number of columns in the input dataset. + + quantiles_ : 2D array (2, n_input_features_) + For each column j, ``quantiles_[0, j]`` is the valueof the ``(100 - quantile)`` percentile and + ``quantiles_[1, j]`` is the value of the ``quantile`` percentile. + + cols_to_transform_ : list of int + List of column indices to determine which columns to apply the transformation of ``transform_function``. + + quantile_transformer_ : ``sklearn.preprocessing.QuantileTransformer`` + Instance of ``sklearn.preprocessing.QuantileTransformer``. + + Notes + ----- + Accepts only two-dimensional, dense input arrays. + + This class inherits from ``sagemaker_sklearn_extension.preprocessing.BaseExtremeValueTransformer``. + """ + + def __init__(self, quantile=98, threshold_std=4.0): + super().__init__(quantile=quantile, threshold_std=threshold_std) + + def fit(self, X, y=None): + """Compute the lower and upper quantile cutoffs, columns to transform, and each column's quantiles. + + Parameters + ---------- + X : array-like, shape [n_samples, n_features] + The data array to transform. Must be numeric, non-sparse, and two-dimensional. + + Returns + ------- + self : QuantileExtremeValueTransformer + """ + super().fit(X) + X = check_array(X) + self.quantile_transformer_ = QuantileTransformer(random_state=0, copy=True) + self.quantile_transformer_.fit(X) + return self + + def _transform_function(self, x, idx=None): + """Applies single column quantile transform from ``sklearn.preprocessing.QuantileTransformer``. + + Uses ``quantile_transformer_.quantiles_`` calculated during ``fit`` if given an index, otherwise the quantiles + will be calculated from input ``x``. + """ + if idx: + return self.quantile_transformer_._transform_col( # pylint: disable=protected-access + x, self.quantile_transformer_.quantiles_[:, idx], False + ) + return quantile_transform_nonrandom(x) + + +class RemoveConstantColumnsTransformer(BaseEstimator, TransformerMixin): + """Removes columns that only contain one value. + + Examples + ---------- + >>> X = [[0, 1, 2, np.nan],[0, np.nan, 2, np.nan],[0, 1, 3, np.nan]] + >>> selector = RemoveConstantColumnsTransformer() + >>> selector.fit_transform(X) + array([[1, 2], + [np.nan, 2], + [1, 3]]) + + Attributes + ---------- + n_input_features_ : int + The number of columns in the input dataset. + + cols_to_transform_ : array of shape [n_input_features_, ] + A mask that indicates which columns have only one value + """ + + def fit(self, X, y=None): + """Learn empirical variances from X. + Parameters + ---------- + X : array of shape [n_samples, n_features] + Input samples from which to check uniqueness. + + Returns + ------- + self + """ + X = check_array(X, force_all_finite=False) + _, self.n_input_features_ = X.shape + all_nan_cols = np.all(np.isnan(X), axis=0) + self.cols_to_transform_ = np.logical_or( + np.array([np.unique(X[:, j]).size == 1 for j in range(self.n_input_features_)]), all_nan_cols + ) + return self + + def transform(self, X): + """Reduce X to features with a non-zero variance. + Parameters + ---------- + X : array of shape [n_samples, n_input_features_] + The input samples. + Returns + ------- + X_t : array of shape [n_samples, n_selected_features] + The input samples with only features with a non-zero variance. + """ + check_is_fitted(self, "cols_to_transform_") + X = check_array(X, force_all_finite=False) + _, n_features = X.shape + + if n_features != self.n_input_features_: + raise ValueError("X shape does not match training shape.") + + # If all columns are constant return an empty array with shape (0, n_input_features_) + if np.sum(self.cols_to_transform_) == self.n_input_features_: + return np.empty((0, self.n_input_features_), dtype=X.dtype) + + return X[:, ~self.cols_to_transform_] + + def _more_tags(self): + return {"allow_nan": True} diff --git a/src/sagemaker_sklearn_extension/preprocessing/data.py b/src/sagemaker_sklearn_extension/preprocessing/data.py new file mode 100644 index 0000000..dc9bacd --- /dev/null +++ b/src/sagemaker_sklearn_extension/preprocessing/data.py @@ -0,0 +1,294 @@ +# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"). You +# may not use this file except in compliance with the License. A copy of +# the License is located at +# +# http://aws.amazon.com/apache2.0/ +# +# or in the "license" file accompanying this file. This file is +# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF +# ANY KIND, either express or implied. See the License for the specific +# language governing permissions and limitations under the License. + +from itertools import combinations + +import numpy as np +from scipy.sparse import issparse + +from sklearn.base import BaseEstimator, TransformerMixin +from sklearn.preprocessing import StandardScaler +from sklearn.utils import check_array +from sklearn.utils import check_random_state +from sklearn.utils.validation import check_is_fitted +from sklearn.utils.validation import FLOAT_DTYPES + + +class QuadraticFeatures(BaseEstimator, TransformerMixin): + """Generate and add quadratic features to feature matrix. + + Generate a new feature matrix containing the original data, an optional bias column, a collection of squared + features, and a collection of interaction terms. If ``max_n_features`` is not large enough to include all the + squared features, then a random subset of them is added instead. If it is large enough to include all squared + features, but not large enough to include all quadratic features, then all of the squared features and a random + subset of the interaction features are added instead. + + This transformer is similar to ``PolynomialFeatures`` from the ``sklearn.preprocessing.data`` module. + + Parameters + ---------- + include_bias : boolean (default = False) + Whether to include a bias column -- the feature in which all entries are set to 1.0, and which acts as the + intercept term in a linear model. Note that this parameter is False by default, in contrast to the corresponding + parameter in ``sklearn``'s ``PolynomialFeatures``. + + interaction_only : boolean (default = False) + Whether to produce only interaction features, and omit the squared features. For example, if the features are + [a, b], then this will include ab, but not a^2 and b^2. The bias column is not affected by this parameter. + + max_n_features : int (default = 1000) + The maximum number of features to include in the output data matrix. Squared features are prioritized over + interaction features, unless ``interaction_only`` is ``True``. Must be larger than the number of input features + (plus one, if ``include_bias`` is ``True``). + + order : str in {'C', 'F'} (default = 'C') + Order of the input array: 'C' stands for C-contiguous order, and 'F' stands for Fortran-contiguous order. + + random_state : int, RandomState instance, or None (default = 0) + If int, ``random_state`` is the seed used by the random number generator; if ``RandomState`` instance, + ``random_state`` is the random number generator; if None, the random number generator is the ``RandomState`` + instance used by ``np.random``. Used to determine which feature combinations to include in the output dataset + when ``max_n_features`` is too small to fit all quadratic features. + + Examples + -------- + >>> import numpy as np + >>> from sagemaker_sklearn_extension.preprocessing import QuadraticFeatures + >>> X = np.arange(1, 7).reshape((2, 3)) + >>> X + array([[1, 2, 3], + [4, 5, 6]]) + >>> QuadraticFeatures().fit_transform(X) + array([[ 1, 2, 3, 1, 4, 9, 2, 3, 6], + [ 4, 5, 6, 16, 25, 36, 20, 24, 30]]) + >>> QuadraticFeatures(interaction_only=True, max_n_features=5).fit_transform(X) + array([[ 1, 2, 3, 2, 3], + [ 4, 5, 6, 20, 24]]) + + Attributes + ---------- + combinations_ : list of tuples (i, j) + List of tuples with two elements, each containing the indexes of the columns that are multiplied element-wise + to form a single output column. Tuples appear in the same order as the corresponding output columns. + n_input_features_ : int + The number of columns in the input dataset. + n_output_features_ : int + The number of columns in the output dataset. + + Notes + ----- + Accepts only two-dimensional, dense input arrays. + """ + + def __init__(self, include_bias=False, interaction_only=False, max_n_features=1000, order="C", random_state=0): + self.include_bias = include_bias + self.interaction_only = interaction_only + self.max_n_features = max_n_features + self.order = order + self.random_state = random_state + + def _build_combinations(self, n_features, random_state): + """Calculate the feature pairs to be added to the input data based on parameters and number of input columns. + + If ``interaction_only`` is ``True``, all squared features are omitted. Otherwise, they are added before + interaction features. If there is enough space--as indicated by ``max_n_features``--to add all squared features, + then do so. Otherwise, take a random sub-sample. Then, if there's enough space to add all interaction features, + do so. Otherwise, return a random sub-sample of those. + + Parameters + ---------- + n_features : int + The number of columns in the input vector. + random_state : RandomState + The prepared (using ``check_random_state``) ``RandomState`` instance. + """ + # First calculate how many new features of each kind (squared and interaction) we can add. + added_feature_budget = self.max_n_features - n_features - int(self.include_bias) + if added_feature_budget <= 0: + message = "max_n_features must be large enough for the output to contain more than the original dataset" + if self.include_bias: + message += " and bias column" + raise ValueError(message) + squared_feature_budget = 0 if self.interaction_only else min(added_feature_budget, n_features) + interaction_feature_budget = max(0, added_feature_budget - squared_feature_budget) + + # Produce squared feature pairs. + squared_features = [] + if squared_feature_budget == n_features: + # No need to reorder if we can fit all squared features. + squared_features = [(i, i) for i in range(n_features)] + elif squared_feature_budget > 0: + # Otherwise, take a random sample of them. + squared_features = [ + (i, i) for i in random_state.choice(range(n_features), size=squared_feature_budget, replace=False) + ] + + # Produce interaction feature pairs. + interaction_features = [] + if interaction_feature_budget > 0: + interaction_features = list(combinations(range(n_features), 2)) + + # Take a random sample of feature interactions if not all can fit. + if len(interaction_features) > interaction_feature_budget: + random_state.shuffle(interaction_features) + + interaction_features = interaction_features[:interaction_feature_budget] + + return squared_features + interaction_features + + def fit(self, X, y=None): + """ + Compute the number of output features and the combination of input features to multiply. + + Parameters + ---------- + X : array-like , shape (n_samples, n_features) + The data array to transform. Must be a non-sparse two-dimensional numpy array. + + Returns + ------- + self : instance + """ + _, n_features = check_array(X).shape + random_state = check_random_state(self.random_state) + self.combinations_ = self._build_combinations(n_features, random_state) + self.n_input_features_ = n_features + self.n_output_features_ = n_features + len(self.combinations_) + int(self.include_bias) + return self + + def transform(self, X): + """ + Transform data to the chosen quadratic features. + + Parameters + ---------- + X : array-like, shape (n_samples, n_features) + The data array to transform. Must be a non-sparse and two-dimensional. + + Returns + ------- + XQ : np.ndarray, shape (n_samples, n_output_features_) + The array of computed features. + """ + check_is_fitted(self, ["n_input_features_", "n_output_features_", "combinations_"]) + X = check_array(X, order=self.order) + n_samples, n_features = X.shape + + if n_features != self.n_input_features_: + raise ValueError("X shape does not match training shape.") + + XQ = np.empty((n_samples, self.n_output_features_), dtype=X.dtype, order=self.order) + + if self.include_bias: + XQ[:, 0] = 1.0 + X_col_range_start, X_col_range_end = 1, self.n_input_features_ + 1 + else: + X_col_range_start, X_col_range_end = 0, self.n_input_features_ + + XQ[:, X_col_range_start:X_col_range_end] = X + XQ[:, X_col_range_end:] = np.column_stack([X[:, i] * X[:, j] for i, j in self.combinations_]) + + return XQ + + +class RobustStandardScaler(BaseEstimator, TransformerMixin): + """Scaler to adaptively scale dense and sparse inputs. + + RobustStandardScaler uses `sklearn.preprocessing.StandardScaler` to perform standardization, but adapts + the centering based on the sparsity of the data. + + For dense inputs, the standard score of a sample `x` is calculated as: + + z = (x - u) / s + + where `u` is the mean of the training samples, and `s` is the standard deviation of the training samples. + The mean `u` is a vector of means of each feature. If the number of zeros for a feature is greater than or + equal to 70% of the total number of samples, the corresponding value in `u` is set to `0` to avoid centering + by mean. + + For sparse inputs, the standard score of a sample `x` is calculated as: + + z = x / s + + where `s` is the standard deviation of the training samples. + + Parameters + ---------- + copy : boolean, optional, default True + If False, try to avoid a copy and do inplace scaling instead. + This is not guaranteed to always work inplace; e.g. if the data is + not a NumPy array or scipy.sparse CSR matrix, a copy may still be + returned. + + Attributes + ---------- + self.scaler_ : ``sklearn.preprocessing.StandardScaler`` + - `scaler_` is instantiated inside the fit method used for computing the center and the standard deviation. + + """ + + def __init__(self, copy=True): + self.copy = copy + + def fit(self, X, y=None): + """Fit RobustStandardScaler to X. + + If input is sparse, `fit` overrides `self.with_mean` to standardize without subtracting mean (avoids breaking + for sparse matrix) + + If the data is dense, the mean is adjusted for sparse features and the scaled with mean. + + Parameters + ---------- + X : array-like, shape [n_samples, n_features] + The data to standardize. + + Returns + ------- + self : RobustStandardScaler + """ + X = check_array( + X, accept_sparse=("csr", "csc"), estimator=self, dtype=FLOAT_DTYPES, force_all_finite="allow-nan" + ) + + with_mean = True + if issparse(X): + with_mean = False + + self.scaler_ = StandardScaler(with_mean=with_mean, with_std=True, copy=self.copy) + self.scaler_.fit(X) + + if self.scaler_.with_mean: + nnz_mean_mask = np.where(np.count_nonzero(X, axis=0) / X.shape[0] > 0.3, 1, 0) + self.scaler_.mean_ = self.scaler_.mean_ * nnz_mean_mask + + return self + + def transform(self, X): + """ + Standardize data by centering and scaling. + + Parameters + ---------- + X : array-like, shape (n_samples, n_features) + The data array to transform. + + Returns + ------- + Xt : array-like, shape (n_samples, n_features) + The array of transformed input. + """ + return self.scaler_.transform(X) + + def _more_tags(self): + return {"allow_nan": True} diff --git a/src/sagemaker_sklearn_extension/preprocessing/encoders.py b/src/sagemaker_sklearn_extension/preprocessing/encoders.py new file mode 100644 index 0000000..7e55a04 --- /dev/null +++ b/src/sagemaker_sklearn_extension/preprocessing/encoders.py @@ -0,0 +1,425 @@ +# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"). You +# may not use this file except in compliance with the License. A copy of +# the License is located at +# +# http://aws.amazon.com/apache2.0/ +# +# or in the "license" file accompanying this file. This file is +# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF +# ANY KIND, either express or implied. See the License for the specific +# language governing permissions and limitations under the License. + +import warnings +from math import ceil + +import numpy as np + +from sklearn.base import BaseEstimator, TransformerMixin +from sklearn.preprocessing import LabelEncoder, OneHotEncoder +from sklearn.preprocessing.label import _encode, _encode_check_unknown +from sklearn.utils.validation import check_is_fitted, column_or_1d, _num_samples +from sagemaker_sklearn_extension.impute import RobustImputer + + +class ThresholdOneHotEncoder(OneHotEncoder): + """Encode categorical integer features as a one-hot numeric array, with optional restrictions on feature encoding. + + This adds functionality to encode only if a feature appears more than ``threshold`` number of times. It also adds + functionality to bound the number of categories per feature to ``max_categories``. + + This transformer is an extension of ``OneHotEncoder`` from the ``sklearn.preprocessing`` module. + + Parameters + ---------- + categories : 'auto' or a list of lists/arrays of values (default = 'auto') + Categories (unique values) per feature: + + - 'auto' : Determine categories automatically from the training data. + - list : ``categories[i]`` holds the categories expected in the ith column. The passed categories should not + mix strings and numeric values within a single feature, and should be sorted in case of numeric values. + + The used categories can be found in the ``categories_`` attribute. + + drop : 'first' or a list/array of shape (n_features,) (default = None) + Specifies a methodology to use to drop one of the categories per feature. This is useful in situations where + perfectly collinear features cause problems, such as when feeding the resulting data into a neural network or + an unregularized regression. + + - None : retain all features (the default). + - 'first' : drop the first category in each feature. If only one category is present, the feature will be + dropped entirely. + - array : ``drop[i]`` is the category in feature ``X[:, i]`` that should be dropped. + + sparse : boolean (default = True) + Will return sparse matrix if set True else will return an array. + + dtype : number type (default = np.float64) + Desired dtype of output. + + threshold : float (default = max(10, n_features / 1000)) + The threshold for including a value in the encoding of the result. Default value is the maximum of `10` or + `n_features / 1000` where `n_features` is the number of columns of input X. How this parameter is interpreted + depends on whether it is more than or equal to or less than 1. + + - If `threshold` is more than or equal to one, it represents the number of times a value must appear to be + one hot encoded in the result. + + - If `threshold` is less than one, it represents the fraction of rows which must contain the value for it to be + one hot encoded in the result. The values is rounded up, so if `threshold` is 0.255 and there are 100 rows, a + value must appear at least 26 times to be included. + + max_categories : int (default = 100) + Maximum number of categories to encode per feature. If the number of observed categories is greater than + ``max_categories``, the encoder will take the top ``max_categories`` observed categories, sorted by count. + + Attributes + ---------- + categories_ : list of arrays + The categories of each feature determined during fitting (in order of the features in X and corresponding with + the output of ``transform``). This includes the category specified in ``drop`` (if any). + + drop_idx_ : array of shape (n_features,) + ``drop_idx_[i]`` is the index in ``categories_[i]`` of the category to be dropped for each feature. None if all + the transformed features will be retained. + """ + + def __init__(self, categories=None, drop=None, sparse=True, dtype=np.float64, threshold=None, max_categories=100): + super().__init__(None, None, categories, drop, sparse, dtype, "ignore") + self.threshold = threshold + self.max_categories = max_categories + + def fit(self, X, y=None): + """Fit ThresholdOneHotEncoder to X. + + Overrides self.categories_ under the following conditions: + - include values that appear at least ``threshold`` number of times + - include the top ``self.max_categories`` number of categories to encode + + Parameters + ---------- + X : array-like, shape [n_samples, n_features] + The data to determine the categories of each feature. + + Returns + ------- + self : ThresholdOneHotEncoder + """ + super().fit(X, y) + assert self.max_categories >= 1 + + _, n_samples, n_features = self._check_X(X) + + if not self.threshold: + threshold = max(10, n_samples / 1000) + elif self.threshold >= 1: + threshold = self.threshold + else: + threshold = ceil(self.threshold * n_samples) + + n_features_completely_under_threshold = 0 + + for j in range(n_features): + # get unique values and their counts + items, counts = np.unique([row[j] for row in X], return_counts=True) + + # add items that appear more than threshold times + self.categories_[j] = items[counts >= threshold].astype("O") + + if self.categories_[j].size == 0: + n_features_completely_under_threshold += 1 + # If no category is above the threshold, then create an unknown category to prevent + # self.transform() from raising an IndexError. + items.sort() + unknown_category = "{}___".format(items[-1]) + # It's important to keep the dtype of `self.categories_[j]` as 'U' here because our `unknown_category` + # might end up being longer than any of the seen categories, and that changes the behavior of + # the `self._transform` method. + self.categories_[j] = np.asarray([unknown_category], dtype="U") + elif len(self.categories_[j]) > self.max_categories: + items_and_counts = dict(zip(items, counts)) + self.categories_[j] = np.asarray( + sorted(items_and_counts, key=items_and_counts.get, reverse=True)[: self.max_categories], dtype="O" + ) + + if n_features_completely_under_threshold > 0: + times = "time" if self.threshold == 1 else "times" + warnings.warn( + "{} out of {} features do not have any categories appearing more than threshold={} {}.".format( + n_features_completely_under_threshold, n_features, self.threshold, times + ) + ) + + return self + + def _more_tags(self): + return {"X_types": ["categorical"]} + + +class RobustLabelEncoder(LabelEncoder): + """Encode labels for seen and unseen labels. + + Seen labels are encoded with value between 0 and n_classes-1. Unseen labels are encoded with + ``self.fill_encoded_label_value`` with a default value of n_classes. + + Similar to ``sklearn.preprocessing.LabelEncoder`` with additional features. + - ``RobustLabelEncoder`` encodes unseen values with ``fill_encoded_label_value`` or ``fill_label_value`` + if ``fill_unseen_labels=True`` for ``transform`` or ``inverse_transform`` respectively + - ``RobustLabelEncoder`` can use predetermined labels with the parameter``labels``. + + Examples + -------- + >>> from sagemaker_sklearn_extension.preprocessing import RobustLabelEncoder + >>> rle = RobustLabelEncoder() + >>> rle.fit([1, 2, 2, 6]) + RobustLabelEncoder(fill_encoded_label_value=None, + fill_label_value='', fill_unseen_labels=True, + labels=None) + >>> rle.classes_ + array([1, 2, 6]) + >>> rle.transform([1, 1, 2, 6]) + array([0, 0, 1, 2]) + >>> rle.transform([1, 1, 2, 6, 1738]) + array([ 0, 0, 1, 2, 3]) + >>> rle.inverse_transform([0, 0, 1, 2]) + array([1, 1, 2, 6]) + >>> rle.inverse_transform([-1738, 0, 0, 1, 2]) + ['', 1, 1, 2, 6] + + It can also be used to transform non-numerical labels (as long as they are + hashable and comparable) to numerical labels. + + >>> rle = RobustLabelEncoder() + >>> rle.fit(["hot dog", "hot dog", "banana"]) + RobustLabelEncoder(fill_encoded_label_value=None, + fill_label_value='', fill_unseen_labels=True, + labels=None) + >>> list(rle.classes_) + ['banana', 'hot dog'] + >>> rle.transform(["hot dog", "hot dog"]) + array([1, 1]) + >>> rle.transform(["banana", "llama"]) + array([0, 2]) + >>> list(rle.inverse_transform([2, 2, 1])) + ['', '', 'hot dog'] + + Parameters + ---------- + labels : list of values (default = None) + List of unique values for label encoding. Overrides ``self.classes_``. + If ``labels`` is None, RobustLabelEncoder will automatically determine the labels. + + fill_unseen_labels : boolean (default = True) + Whether or not to fill unseen values during transform or inverse_transform. + + fill_encoded_label_value : int (default = n_classes) + Replacement value for unseen labels during ``transform``. + Default value is n_classes. + + fill_label_value : str (default = '') + Replacement value for unseen encoded labels during ``inverse_transform``. + + Attributes + ---------- + classes_ : array of shape (n_classes,) + Holds the label for each class. + """ + + def __init__( + self, labels=None, fill_unseen_labels=True, fill_encoded_label_value=None, fill_label_value="" + ): + super().__init__() + self.labels = labels + self.fill_unseen_labels = fill_unseen_labels + self.fill_encoded_label_value = fill_encoded_label_value + self.fill_label_value = fill_label_value + + def fit(self, y): + """Fit label encoder. + + Parameters + ---------- + y : array-like of shape (n_samples,) + Label values. + + Returns + ------- + self : RobustLabelEncoder. + """ + y = column_or_1d(y, warn=True) + self.classes_ = self._check_labels_and_sort() or _encode(y) + return self + + def _check_labels_and_sort(self): + if not self.labels: + return None + if self._is_sorted(self.labels): + return self.labels + warnings.warn("`labels` parameter is expected to be sorted. Sorting `labels`.") + return sorted(self.labels) + + def _is_sorted(self, iterable): + return all(iterable[i] <= iterable[i + 1] for i in range(len(iterable) - 1)) + + def fit_transform(self, y): + """Fit label encoder and return encoded labels. + + ``fill_unseen_labels=True`` does nothing in ``fit_transform`` because there will be no unseen labels. + + Parameters + ---------- + y : array-like of shape [n_samples] + Label values. + + Returns + ------- + y_encoded : array-like of shape [n_samples] + Encoded label values. + """ + y = column_or_1d(y, warn=True) + sorted_labels = self._check_labels_and_sort() + self.classes_, y_encoded = ( + _encode(y, uniques=sorted_labels, encode=True) if sorted_labels else _encode(y, encode=True) + ) + return y_encoded + + def transform(self, y): + """Transform labels to normalized encoding. + + If ``self.fill_unseen_labels`` is ``True``, use ``self.fill_encoded_label_value`` for unseen values. + Seen labels are encoded with value between 0 and n_classes-1. Unseen labels are encoded with + ``self.fill_encoded_label_value`` with a default value of n_classes. + + Parameters + ---------- + y : array-like of shape [n_samples] + Label values. + + Returns + ------- + y_encoded : array-like of shape [n_samples] + Encoded label values. + """ + check_is_fitted(self, "classes_") + y = column_or_1d(y, warn=True) + + # transform of empty array is empty array + if _num_samples(y) == 0: + return np.array([]) + + if self.fill_unseen_labels: + _, mask = _encode_check_unknown(y, self.classes_, return_mask=True) + y_encoded = np.searchsorted(self.classes_, y) + fill_encoded_label_value = self.fill_encoded_label_value or len(self.classes_) + y_encoded[~mask] = fill_encoded_label_value + else: + _, y_encoded = _encode(y, uniques=self.classes_, encode=True) + + return y_encoded + + def inverse_transform(self, y): + """Transform labels back to original encoding. + + If ``self.fill_unseen_labels`` is ``True``, use ``self.fill_label_value`` for unseen values. + + Parameters + ---------- + y : numpy array of shape [n_samples] + Encoded label values. + + Returns + ------- + y_decoded : numpy array of shape [n_samples] + Label values. + """ + check_is_fitted(self, "classes_") + y = column_or_1d(y, warn=True) + + if y.dtype.kind not in ("i", "u"): + try: + y = y.astype(np.float).astype(np.int) + except ValueError: + raise ValueError("`y` contains values not convertible to integer.") + + # inverse transform of empty array is empty array + if _num_samples(y) == 0: + return np.array([]) + + labels = np.arange(len(self.classes_)) + diff = np.setdiff1d(y, labels) + + if diff and not self.fill_unseen_labels: + raise ValueError("y contains previously unseen labels: %s" % str(diff)) + + y_decoded = [self.classes_[idx] if idx in labels else self.fill_label_value for idx in y] + return y_decoded + + +class NALabelEncoder(BaseEstimator, TransformerMixin): + """Encoder for transforming labels to NA values. + + Uses `RobustImputer` on 1D inputs of labels + - Uses `is_finite_numeric` mask for encoding by default + - Only uses the `RobustImputer` strategy `constant` and fills using `np.nan` + - Default behavior encodes non-float and non-finite values as nan values in + the target column of a given regression dataset + + Parameters + ---------- + + mask_function : callable -> np.array, dtype('bool') (default=None) + A vectorized python function, accepts np.array, returns np.array + with dtype('bool') + + For each value, if mask_function(val) == False, that value will + be imputed. mask_function is used to create a boolean mask that determines + which values in the input to impute. + + Use np.vectorize to vectorize singular python functions. + + """ + + def __init__(self, mask_function=None): + self.mask_function = mask_function + + def fit(self, y): + """Fit the encoder on y. + + Parameters + ---------- + y : {array-like}, shape (n_samples,) + Input column, where `n_samples` is the number of samples. + + Returns + ------- + self : NALabelEncoder + """ + self.model_ = RobustImputer(strategy="constant", fill_values=np.nan, mask_function=self.mask_function) + y = y.reshape(-1, 1) + self.model_.fit(X=y) + return self + + def transform(self, y): + """Encode all non-float and non-finite values in y as NA values. + + Parameters + ---------- + y : {array-like}, shape (n_samples) + The input column to encode. + + Returns + ------- + yt : {ndarray}, shape (n_samples,) + The encoded input column. + """ + check_is_fitted(self, "model_") + y = y.reshape(-1, 1) + return self.model_.transform(y).flatten() + + def inverse_transform(self, y): + """Returns input column""" + return y + + def _more_tags(self): + return {"X_types": ["1dlabels"]} diff --git a/test/__init__.py b/test/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/test/data/csv/dictionaries.csv b/test/data/csv/dictionaries.csv new file mode 100644 index 0000000..74ab0e4 --- /dev/null +++ b/test/data/csv/dictionaries.csv @@ -0,0 +1,298 @@ +1392010,107,"Worldchanging.com founder Alex Steffen argues that reducing humanity\u2019s ecological footprint is incredibly vital now, as the western consumer lifestyle spreads to developing countries.",1054,TEDGlobal 2005,1120694400,32,Alex Steffen,Alex Steffen: The route to a sustainable future,1,1175731860,"[{'id': 1, 'name': 'Beautiful', 'count': 100}, {'id': 9, 'name': 'Ingenious', 'count': 97}, {'id': 3, 'name': 'Courageous', 'count': 78}, {'id': 8, 'name': 'Informative', 'count': 313}, {'id': 10, 'name': 'Inspiring', 'count': 518}, {'id': 21, 'name': 'Unconvincing', 'count': 30}, {'id': 22, 'name': 'Fascinating', 'count': 158}, {'id': 11, 'name': 'Longwinded', 'count': 31}, {'id': 7, 'name': 'Funny', 'count': 12}, {'id': 25, 'name': 'OK', 'count': 59}, {'id': 23, 'name': 'Jaw-dropping', 'count': 72}, {'id': 24, 'name': 'Persuasive', 'count': 174}, {'id': 26, 'name': 'Obnoxious', 'count': 14}, {'id': 2, 'name': 'Confusing', 'count': 15}]","[{'id': 104, 'hero': 'https://pe.tedcdn.com/images/ted/ee6ed290a61b9a7816abb51c855725d35fc9d035_1600x1200.jpg', 'speaker': 'William McDonough', 'title': 'Cradle to cradle design', 'duration': 1205, 'slug': 'william_mcdonough_on_cradle_to_cradle_design', 'viewed_count': 1426390}, {'id': 18, 'hero': 'https://pe.tedcdn.com/images/ted/12_480x360.jpg', 'speaker': 'Janine Benyus', 'title': ""Biomimicry's surprising lessons from nature's engineers"", 'duration': 1399, 'slug': 'janine_benyus_shares_nature_s_designs', 'viewed_count': 1920434}, {'id': 266, 'hero': 'https://pe.tedcdn.com/images/ted/78d02a18ad21ee9032aae5b55690d57f21841ad7_1600x1200.jpg', 'speaker': 'Yves Behar', 'title': 'Designing objects that tell stories', 'duration': 1063, 'slug': 'yves_behar_on_designing_objects_that_tell_stories', 'viewed_count': 1109821}, {'id': 2855, 'hero': 'https://pe.tedcdn.com/images/ted/9a59cfae0f23d00d44c60b493a7cfe44642aaec1_2880x1620.jpg', 'speaker': 'Daan Roosegaarde', 'title': 'A smog vacuum cleaner and other magical city designs', 'duration': 738, 'slug': 'daan_roosegaarde_a_smog_vacuum_cleaner_and_other_magical_city_designs', 'viewed_count': 588768}, {'id': 174, 'hero': 'https://pe.tedcdn.com/images/ted/35395_480x360.jpg', 'speaker': 'Norman Foster', 'title': 'My green agenda for architecture', 'duration': 1917, 'slug': 'norman_foster_s_green_agenda', 'viewed_count': 763814}, {'id': 439, 'hero': 'https://pe.tedcdn.com/images/ted/66637_800x600.jpg', 'speaker': 'Jamais Cascio', 'title': 'Tools for a better world', 'duration': 975, 'slug': 'jamais_cascio_looks_ahead', 'viewed_count': 212201}]",Planetary futurist,"['alternative energy', 'business', 'cities', 'collaboration', 'culture', 'design', 'environment', 'global issues', 'invention', 'sustainability']",The route to a sustainable future,"https://www.ted.com/talks/alex_steffen_sees_a_sustainable_future +","When I'm starting talks like this, I usually do a whole spiel about sustainability because a lot of people out there don't know what that is. This is a crowd that does know what it is, so I'll like just do like the 60-second crib-note version. Right? So just bear with me. We'll go real fast, you know? Fill in the blanks. So, you know, sustainability, small planet. Right? Picture a little Earth, circling around the sun. You know, about a million years ago, a bunch of monkeys fell out of trees, got a little clever, harnessed fire, invented the printing press, made, you know, luggage with wheels on it. And, you know, built the society that we now live in. Unfortunately, while this society is, without a doubt, the most prosperous and dynamic the world has ever created, it's got some major, major flaws.One of them is that every society has an ecological footprint. It has an amount of impact on the planet that's measurable. How much stuff goes through your life, how much waste is left behind you. And we, at the moment, in our society, have a really dramatically unsustainable level of this. We're using up about five planets. If everybody on the planet lived the way we did, we'd need between five, six, seven, some people even say 10 planets to make it. Clearly we don't have 10 planets. Again, you know, mental, visual, 10 planets, one planet, 10 planets, one planet. Right? We don't have that. So that's one problem.The second problem is that the planet that we have is being used in wildly unfair ways. Right? North Americans, such as myself, you know, we're basically sort of wallowing, gluttonous hogs, and we're eating all sorts of stuff. And, you know, then you get all the way down to people who live in the Asia-Pacific region, or even more, Africa. And people simply do not have enough to survive. This is producing all sorts of tensions, all sorts of dynamics that are deeply disturbing. And there's more and more people on the way. Right? So, this is what the planet's going to look like in 20 years. It's going to be a pretty crowded place, at least eight billion people.So to make matters even more difficult, it's a very young planet. A third of the people on this planet are kids. And those kids are growing up in a completely different way than their parents did, no matter where they live. They've been exposed to this idea of our society, of our prosperity. And they may not want to live exactly like us. They may not want to be Americans, or Brits, or Germans, or South Africans, but they want their own version of a life which is more prosperous, and more dynamic, and more, you know, enjoyable. And all of these things combine to create an enormous amount of torque on the planet. And if we cannot figure out a way to deal with that torque, we are going to find ourselves more and more and more quickly facing situations which are simply unthinkable.Everybody in this room has heard the worst-case scenarios. I don't need to go into that. But I will ask the question, what's the alternative? And I would say that, at the moment, the alternative is unimaginable. You know, so on the one hand we have the unthinkable; on the other hand we have the unimaginable. We don't know yet how to build a society which is environmentally sustainable, which is shareable with everybody on the planet, which promotes stability and democracy and human rights, and which is achievable in the time-frame necessary to make it through the challenges we face. We don't know how to do this yet.So what's Worldchanging? Well, Worldchanging you might think of as being a bit of a news service for the unimaginable future. You know, what we're out there doing is looking for examples of tools, models and ideas, which, if widely adopted, would change the game. A lot of times, when I do a talk like this, I talk about things that everybody in this room I'm sure has already heard of, but most people haven't. So I thought today I'd do something a little different, and talk about what we're looking for, rather than saying, you know, rather than giving you tried-and-true examples. Talk about the kinds of things we're scoping out. Give you a little peek into our editorial notebook. And given that I have 13 minutes to do this, this is going to go kind of quick. So, I don't know, just stick with me. Right?So, first of all, what are we looking for? Bright Green city. One of the biggest levers that we have in the developed world for changing the impact that we have on the planet is changing the way that we live in cities. We're already an urban planet; that's especially true in the developed world. And people who live in cities in the developed world tend to be very prosperous, and thus use a lot of stuff. If we can change the dynamic, by first of all creating cities that are denser and more livable ... Here, for example, is Vancouver, which if you haven't been there, you ought to go for a visit. It's a fabulous city. And they are doing density, new density, better than probably anybody else on the planet right now. They're actually managing to talk North Americans out of driving cars, which is a pretty great thing. So you have density. You also have growth management. You leave aside what is natural to be natural.This is in Portland. That is an actual development. That land there will remain pasture in perpetuity. They've bounded the city with a line. Nature, city. Nothing changes. Once you do those things, you can start making all sorts of investments. You can start doing things like, you know, transit systems that actually work to transport people, in effective and reasonably comfortable manners. You can also start to change what you build. This is the Beddington Zero Energy Development in London, which is one of the greenest buildings in the world. It's a fabulous place. We're able to now build buildings that generate all their own electricity, that recycle much of their water, that are much more comfortable than standard buildings, use all-natural light, etc., and, over time, cost less. Green roofs. Bill McDonough covered that last night, so I won't dwell on that too much.But once you also have people living in close proximity to each other, one of the things you can do is \u2014 as information technologies develop \u2014 you can start to have smart places. You can start to know where things are. When you know where things are, it becomes easier to share them. When you share them, you end up using less. So one great example is car-share clubs, which are really starting to take off in the U.S., have already taken off in many places in Europe, and are a great example. If you're somebody who drives, you know, one day a week, do you really need your own car?Another thing that information technology lets us do is start figuring out how to use less stuff by knowing, and by monitoring, the amount we're actually using. So, here's a power cord which glows brighter the more energy that you use, which I think is a pretty cool concept, although I think it ought to work the other way around, that it gets brighter the more you don't use. But, you know, there may even be a simpler approach. We could just re-label things. This light switch that reads, on the one hand, flashfloods, and on the other hand, off. How we build things can change as well. This is a bio-morphic building. It takes its inspiration in form from life. Many of these buildings are incredibly beautiful, and also much more effective. This is an example of bio-mimicry, which is something we're really starting to look a lot more for. In this case, you have a shell design which was used to create a new kind of exhaust fan, which is greatly more effective. There's a lot of this stuff happening; it's really pretty remarkable. I encourage you to look on Worldchanging if you're into it. We're starting to cover this more and more. There's also neo-biological design, where more and more we're actually using life itself and the processes of life to become part of our industry. So this, for example, is hydrogen-generating algae. So we have a model in potential, an emerging model that we're looking for of how to take the cities most of us live in, and turn them into Bright Green cities.But unfortunately, most of the people on the planet don't live in the cites we live in. They live in the emerging megacities of the developing world. And there's a statistic I often like to use, which is that we're adding a city of Seattle every four days, a city the size of Seattle to the planet every four days. I was giving a talk about two months ago, and this guy, who'd done some work with the U.N., came up to me and was really flustered, and he said, look, you've got that totally wrong; it's totally wrong. It's every seven days. So, we're adding a city the size of Seattle every seven days, and most of those cities look more like this than the city that you or I live in. Most of those cites are growing incredibly quickly. They don't have existing infrastructure; they have enormous numbers of people who are struggling with poverty, and enormous numbers of people are trying to figure out how to do things in new ways.So what do we need in order to make developing nation megacities into Bright Green megacities? Well, the first thing we need is, we need leapfrogging. And this is one of the things that we are looking for everywhere. The idea behind leapfrogging is that if you are a person, or a country, who is stuck in a situation where you don't have the tools and technologies that you need, there's no reason for you to invest in last generation's technologies. Right? That you're much better off, almost universally, looking for a low-cost or locally applicable version of the newest technology. One place we're all familiar with seeing this is with cell phones. Right? All throughout the developing world, people are going directly to cell phones, skipping the whole landline stage. If there are landlines in many developing world cities, they're usually pretty crappy systems that break down a lot and cost enormous amounts of money. So I rather like this picture here. I particularly like the Ganesh in the background, talking on the cell phone. So what we have, increasingly, is cell phones just permeating out through society. We've heard all about this here this week, so I won't say too much more than that, other than to say what is true for cell phones is true for all sorts of technologies.The second thing is tools for collaboration, be they systems of collaboration, or intellectual property systems which encourage collaboration. Right? When you have free ability for people to freely work together and innovate, you get different kinds of solutions. And those solutions are accessible in a different way to people who don't have capital. Right? So, you know, we have open source software, we have Creative Commons and other kinds of Copyleft solutions. And those things lead to things like this. This is a Telecentro in Sao Paulo. This is a pretty remarkable program using free and open source software, cheap, sort of hacked-together machines, and basically sort of abandoned buildings \u2014 has put together a bunch of community centers where people can come in, get high-speed internet access, learn computer programming skills for free. And a quarter-million people every year use these now in Sao Paulo. And those quarter-million people are some of the poorest people in Sao Paolo. I particularly like the little Linux penguin in the back. (Laughter)So one of the things that that's leading to is a sort of southern cultural explosion. And one of the things we're really, really interested in at Worldchanging is the ways in which the south is re-identifying itself, and re-categorizing itself in ways that have less and less to do with most of us in this room. So it's not, you know, Bollywood isn't just answering Hollywood. Right? You know, Brazilian music scene isn't just answering the major labels. It's doing something new. There's new things happening. There's interplay between them. And, you know, you get amazing things. Like, I don't know if any of you have seen the movie ""City of God?"" Yeah, it's a fabulous movie if you haven't seen it. And it's all about this question, in a very artistic and indirect kind of way.You have other radical examples where the ability to use cultural tools is spreading out. These are people who have just been visited by the Internet bookmobile in Uganda. And who are waving their first books in the air, which, I just think that's a pretty cool picture. You know? So you also have the ability for people to start coming together and acting on their own behalf in political and civic ways, in ways that haven't happened before. And as we heard last night, as we've heard earlier this week, are absolutely, fundamentally vital to the ability to craft new solutions, is we've got to craft new political realities.And I would personally say that we have to craft new political realities, not only in places like India, Afghanistan, Kenya, Pakistan, what have you, but here at home as well. Another world is possible. And sort of the big motto of the anti-globalization movement. Right? We tweak that a lot. We talk about how another world isn't just possible; another world's here. That it's not just that we have to sort of imagine there being a different, vague possibility out there, but we need to start acting a little bit more on that possibility. We need to start doing things like Lula, President of Brazil. How many people knew of Lula before today? OK, so, much, much better than the average crowd, I can tell you that. So Lula, he's full of problems, full of contradictions, but one of the things that he's doing is, he is putting forward an idea of how we engage in international relations that completely shifts the balance from the standard sort of north-south dialogue into a whole new way of global collaboration. I would keep your eye on this fellow.Another example of this sort of second superpower thing is the rise of these games that are what we call ""serious play."" We're looking a lot at this. This is spreading everywhere. This is from ""A Force More Powerful."" It's a little screenshot. ""A Force More Powerful"" is a video game that, while you're playing it, it teaches you how to engage in non-violent insurrection and regime change. (Laughter) Here's another one. This is from a game called ""Food Force,"" which is a game that teaches children how to run a refugee camp. These things are all contributing in a very dynamic way to a huge rise in, especially in the developing world, in people's interest in and passion for democracy. We get so little news about the developing world that we often forget that there are literally millions of people out there struggling to change things to be fairer, freer, more democratic, less corrupt. And, you know, we don't hear those stories enough. But it's happening all over the place, and these tools are part of what's making it possible.Now when you add all those things together, when you add together leapfrogging and new kinds of tools, you know, second superpower stuff, etc., what do you get? Well, very quickly, you get a Bright Green future for the developing world. You get, for example, green power spread throughout the world. You get \u2014 this is a building in Hyderabad, India. It's the greenest building in the world. You get grassroots solutions, things that work for people who have no capital or limited access. You get barefoot solar engineers carrying solar panels into the remote mountains. You get access to distance medicine. These are Indian nurses learning how to use PDAs to access databases that have information that they don't have access to at home in a distant manner. You get new tools for people in the developing world. These are LED lights that help the roughly billion people out there, for whom nightfall means darkness, to have a new means of operating. These are refrigerators that require no electricity; they're pot within a pot design.And you get water solutions. Water's one of the most pressing problems. Here's a design for harvesting rainwater that's super cheap and available to people in the developing world. Here's a design for distilling water using sunlight. Here's a fog-catcher, which, if you live in a moist, jungle-like area, will distill water from the air that's clean and drinkable. Here's a way of transporting water. I just love this, you know \u2014 I mean carrying water is such a drag, and somebody just came up with the idea of well, what if you rolled it. Right? I mean, that's a great design. This is a fabulous invention, LifeStraw. Basically you can suck any water through this and it will become drinkable by the time it hits your lips. So, you know, people who are in desperate straits can get this. This is one of my favorite Worldchanging kinds of things ever. This is a merry-go-round invented by the company Roundabout, which pumps water as kids play. You know? Seriously \u2014 give that one a hand, it's pretty great. And the same thing is true for people who are in absolute crisis. Right?We're expecting to have upwards of 200 million refugees by the year 2020 because of climate change and political instability. How do we help people like that? Well, there's all sorts of amazing new humanitarian designs that are being developed in collaborative ways all across the planet. Some of those designs include models for acting, such as new models for village instruction in the middle of refugee camps. New models for pedagogy for the displaced. And we have new tools. This is one of my absolute favorite things anywhere. Does anyone know what this is?Audience: It detects landmines.Alex Steffen: Exactly, this is a landmine-detecting flower. If you are living in one of the places where the roughly half-billion unaccounted for mines are scattered, you can fling these seeds out into the field. And as they grow up, they will grow up around the mines, their roots will detect the chemicals in them, and where the flowers turn red you don't step. Yeah, so seeds that could save your life. You know?(Applause)I also love it because it seems to me that the example, the tools we use to change the world, ought to be beautiful in themselves. You know, that it's not just enough to survive. We've got to make something better than what we've got. And I think that we will. Just to wrap up, in the immortal words of H.G. Wells, I think that better things are on the way. I think that, in fact, that ""all of the past is but the beginning of a beginning. All that the human mind has accomplished is but the dream before the awakening."" I hope that that turns out to be true. The people in this room have given me more confidence than ever that it will.Thank you very much.(Applause)" +1920434,127,"In this inspiring talk about recent developments in biomimicry, Janine Benyus provides heartening examples of ways in which nature is already influencing the products and systems we build.",1399,TED2005,1109203200,24,Janine Benyus,Janine Benyus: Biomimicry's surprising lessons from nature's engineers,1,1175731860,"[{'id': 3, 'name': 'Courageous', 'count': 74}, {'id': 1, 'name': 'Beautiful', 'count': 241}, {'id': 11, 'name': 'Longwinded', 'count': 33}, {'id': 9, 'name': 'Ingenious', 'count': 387}, {'id': 8, 'name': 'Informative', 'count': 448}, {'id': 10, 'name': 'Inspiring', 'count': 874}, {'id': 22, 'name': 'Fascinating', 'count': 704}, {'id': 21, 'name': 'Unconvincing', 'count': 18}, {'id': 2, 'name': 'Confusing', 'count': 11}, {'id': 23, 'name': 'Jaw-dropping', 'count': 338}, {'id': 24, 'name': 'Persuasive', 'count': 234}, {'id': 25, 'name': 'OK', 'count': 38}, {'id': 26, 'name': 'Obnoxious', 'count': 27}, {'id': 7, 'name': 'Funny', 'count': 14}]","[{'id': 280, 'hero': 'https://pe.tedcdn.com/images/ted/8797510dd2c00e81d277493d9ca173f6ea5de0ec_2880x1620.jpg', 'speaker': 'Robert Full', 'title': 'Robots inspired by cockroach ingenuity', 'duration': 1222, 'slug': 'robert_full_on_engineering_and_evolution', 'viewed_count': 799792}, {'id': 198, 'hero': 'https://pe.tedcdn.com/images/ted/a32770a0e2b36504bd93d484e9f5814fb08975b2_2880x1620.jpg', 'speaker': 'Ron Eglash', 'title': 'The fractals at the heart of African designs', 'duration': 1017, 'slug': 'ron_eglash_on_african_fractals', 'viewed_count': 1527856}, {'id': 258, 'hero': 'https://pe.tedcdn.com/images/ted/d92f868696918847ff95d08e059764a4b1f6e050_1600x1200.jpg', 'speaker': 'Paul Stamets', 'title': '6 ways mushrooms can save the world', 'duration': 1064, 'slug': 'paul_stamets_on_6_ways_mushrooms_can_save_the_world', 'viewed_count': 4060618}, {'id': 614, 'hero': 'https://pe.tedcdn.com/images/ted/e8430d354d96172c304305fc026b2fdf3d36b6b3_2880x1620.jpg', 'speaker': 'Janine Benyus', 'title': 'Biomimicry in action', 'duration': 1062, 'slug': 'janine_benyus_biomimicry_in_action', 'viewed_count': 1118948}, {'id': 1072, 'hero': 'https://pe.tedcdn.com/images/ted/4675e1c70377634e72042bd7757eadcb53b96b56_800x600.jpg', 'speaker': 'Michael Pawlyn', 'title': ""Using nature's genius in architecture"", 'duration': 826, 'slug': 'michael_pawlyn_using_nature_s_genius_in_architecture', 'viewed_count': 1740546}, {'id': 1561, 'hero': 'https://pe.tedcdn.com/images/ted/93ef1e914e9715e911cbcac0447377bdb1bfafe6_1600x1200.jpg', 'speaker': 'Jonathan Trent', 'title': 'Energy from floating algae pods', 'duration': 885, 'slug': 'jonathan_trent_energy_from_floating_algae_pods', 'viewed_count': 809311}]","Science writer, innovation consultant, conservationist","['DNA', 'animals', 'biology', 'biomimicry', 'design', 'environment', 'evolution', 'fish', 'science', 'technology']",Biomimicry's surprising lessons from nature's engineers,"https://www.ted.com/talks/janine_benyus_shares_nature_s_designs +","It is a thrill to be here at a conference that's devoted to ""Inspired by Nature"" \u2014 you can imagine. And I'm also thrilled to be in the foreplay section. Did you notice this section is foreplay? Because I get to talk about one of my favorite critters, which is the Western Grebe. You haven't lived until you've seen these guys do their courtship dance. I was on Bowman Lake in Glacier National Park, which is a long, skinny lake with sort of mountains upside down in it, and my partner and I have a rowing shell. And so we were rowing, and one of these Western Grebes came along. And what they do for their courtship dance is, they go together, the two of them, the two mates, and they begin to run underwater. They paddle faster, and faster, and faster, until they're going so fast that they literally lift up out of the water, and they're standing upright, sort of paddling the top of the water. And one of these Grebes came along while we were rowing. And so we're in a skull, and we're moving really, really quickly. And this Grebe, I think, sort of, mistaked us for a prospect, and started to run along the water next to us, in a courtship dance \u2014 for miles. It would stop, and then start, and then stop, and then start. Now that is foreplay. (Laughter)I came this close to changing species at that moment. Obviously, life can teach us something in the entertainment section. Life has a lot to teach us. But what I'd like to talk about today is what life might teach us in technology and in design. What's happened since the book came out \u2014 the book was mainly about research in biomimicry \u2014 and what's happened since then is architects, designers, engineers \u2014 people who make our world \u2014 have started to call and say, we want a biologist to sit at the design table to help us, in real time, become inspired. Or \u2014 and this is the fun part for me \u2014 we want you to take us out into the natural world. We'll come with a design challenge and we find the champion adapters in the natural world, who might inspire us.So this is a picture from a Galapagos trip that we took with some wastewater treatment engineers; they purify wastewater. And some of them were very resistant, actually, to being there. What they said to us at first was, you know, we already do biomimicry. We use bacteria to clean our water. And we said, well, that's not exactly being inspired by nature. That's bioprocessing, you know; that's bio-assisted technology: using an organism to do your wastewater treatment is an old, old technology called ""domestication."" This is learning something, learning an idea, from an organism and then applying it. And so they still weren't getting it.So we went for a walk on the beach and I said, well, give me one of your big problems. Give me a design challenge, sustainability speed bump, that's keeping you from being sustainable. And they said scaling, which is the build-up of minerals inside of pipes. And they said, you know what happens is, mineral \u2014 just like at your house \u2014 mineral builds up. And then the aperture closes, and we have to flush the pipes with toxins, or we have to dig them up. So if we had some way to stop this scaling \u2014 and so I picked up some shells on the beach. And I asked them, what is scaling? What's inside your pipes? And they said, calcium carbonate. And I said, that's what this is; this is calcium carbonate.And they didn't know that. They didn't know that what a seashell is, it's templated by proteins, and then ions from the seawater crystallize in place to create a shell. So the same sort of a process, without the proteins, is happening on the inside of their pipes. They didn't know. This is not for lack of information; it's a lack of integration. You know, it's a silo, people in silos. They didn't know that the same thing was happening. So one of them thought about it and said, OK, well, if this is just crystallization that happens automatically out of seawater \u2014 self-assembly \u2014 then why aren't shells infinite in size? What stops the scaling? Why don't they just keep on going? And I said, well, in the same way that they exude a protein and it starts the crystallization \u2014 and then they all sort of leaned in \u2014 they let go of a protein that stops the crystallization. It literally adheres to the growing face of the crystal. And, in fact, there is a product called TPA that's mimicked that protein \u2014 that stop-protein \u2014 and it's an environmentally friendly way to stop scaling in pipes.That changed everything. From then on, you could not get these engineers back in the boat. The first day they would take a hike, and it was, click, click, click, click. Five minutes later they were back in the boat. We're done. You know, I've seen that island. After this, they were crawling all over. They would snorkel for as long as we would let them snorkel. What had happened was that they realized that there were organisms out there that had already solved the problems that they had spent their careers trying to solve.Learning about the natural world is one thing; learning from the natural world \u2014 that's the switch. That's the profound switch. What they realized was that the answers to their questions are everywhere; they just needed to change the lenses with which they saw the world. 3.8 billion years of field-testing. 10 to 30 \u2014 Craig Venter will probably tell you; I think there's a lot more than 30 million \u2014 well-adapted solutions. The important thing for me is that these are solutions solved in context. And the context is the Earth \u2014 the same context that we're trying to solve our problems in. So it's the conscious emulation of life's genius. It's not slavishly mimicking \u2014 although Al is trying to get the hairdo going \u2014 it's not a slavish mimicry; it's taking the design principles, the genius of the natural world, and learning something from it.Now, in a group with so many IT people, I do have to mention what I'm not going to talk about, and that is that your field is one that has learned an enormous amount from living things, on the software side. So there's computers that protect themselves, like an immune system, and we're learning from gene regulation and biological development. And we're learning from neural nets, genetic algorithms, evolutionary computing. That's on the software side. But what's interesting to me is that we haven't looked at this, as much. I mean, these machines are really not very high tech in my estimation in the sense that there's dozens and dozens of carcinogens in the water in Silicon Valley. So the hardware is not at all up to snuff in terms of what life would call a success. So what can we learn about making \u2014 not just computers, but everything? The plane you came in, cars, the seats that you're sitting on. How do we redesign the world that we make, the human-made world? More importantly, what should we ask in the next 10 years? And there's a lot of cool technologies out there that life has.What's the syllabus? Three questions, for me, are key. How does life make things? This is the opposite; this is how we make things. It's called heat, beat and treat \u2014 that's what material scientists call it. And it's carving things down from the top, with 96 percent waste left over and only 4 percent product. You heat it up; you beat it with high pressures; you use chemicals. OK. Heat, beat and treat.Life can't afford to do that. How does life make things? How does life make the most of things? That's a geranium pollen. And its shape is what gives it the function of being able to tumble through air so easily. Look at that shape. Life adds information to matter. In other words: structure. It gives it information. By adding information to matter, it gives it a function that's different than without that structure. And thirdly, how does life make things disappear into systems? Because life doesn't really deal in things; there are no things in the natural world divorced from their systems. Really quick syllabus. As I'm reading more and more now, and following the story, there are some amazing things coming up in the biological sciences. And at the same time, I'm listening to a lot of businesses and finding what their sort of grand challenges are. The two groups are not talking to each other. At all.What in the world of biology might be helpful at this juncture, to get us through this sort of evolutionary knothole that we're in? I'm going to try to go through 12, really quickly.One that's exciting to me is self-assembly. Now, you've heard about this in terms of nanotechnology. Back to that shell: the shell is a self-assembling material. On the lower left there is a picture of mother of pearl forming out of seawater. It's a layered structure that's mineral and then polymer, and it makes it very, very tough. It's twice as tough as our high-tech ceramics. But what's really interesting: unlike our ceramics that are in kilns, it happens in seawater. It happens near, in and near, the organism's body. This is Sandia National Labs. A guy named Jeff Brinker has found a way to have a self-assembling coding process. Imagine being able to make ceramics at room temperature by simply dipping something into a liquid, lifting it out of the liquid, and having evaporation force the molecules in the liquid together, so that they jigsaw together in the same way as this crystallization works. Imagine making all of our hard materials that way. Imagine spraying the precursors to a PV cell, to a solar cell, onto a roof, and having it self-assemble into a layered structure that harvests light.Here's an interesting one for the IT world: bio-silicon. This is a diatom, which is made of silicates. And so silicon, which we make right now \u2014 it's part of our carcinogenic problem in the manufacture of our chips \u2014 this is a bio-mineralization process that's now being mimicked. This is at UC Santa Barbara. Look at these diatoms. This is from Ernst Haeckel's work. Imagine being able to \u2014 and, again, it's a templated process, and it solidifies out of a liquid process \u2014 imagine being able to have that sort of structure coming out at room temperature. Imagine being able to make perfect lenses. On the left, this is a brittle star; it's covered with lenses that the people at Lucent Technologies have found have no distortion whatsoever. It's one of the most distortion-free lenses we know of. And there's many of them, all over its entire body. What's interesting, again, is that it self-assembles. A woman named Joanna Aizenberg, at Lucent, is now learning to do this in a low-temperature process to create these sort of lenses. She's also looking at fiber optics. That's a sea sponge that has a fiber optic. Down at the very base of it, there's fiber optics that work better than ours, actually, to move light, but you can tie them in a knot; they're incredibly flexible.Here's another big idea: CO2 as a feedstock. A guy named Geoff Coates, at Cornell, said to himself, you know, plants do not see CO2 as the biggest poison of our time. We see it that way. Plants are busy making long chains of starches and glucose, right, out of CO2. He's found a way \u2014 he's found a catalyst \u2014 and he's found a way to take CO2 and make it into polycarbonates. Biodegradable plastics out of CO2 \u2014 how plant-like.Solar transformations: the most exciting one. There are people who are mimicking the energy-harvesting device inside of purple bacterium, the people at ASU. Even more interesting, lately, in the last couple of weeks, people have seen that there's an enzyme called hydrogenase that's able to evolve hydrogen from proton and electrons, and is able to take hydrogen up \u2014 basically what's happening in a fuel cell, in the anode of a fuel cell and in a reversible fuel cell. In our fuel cells, we do it with platinum; life does it with a very, very common iron. And a team has now just been able to mimic that hydrogen-juggling hydrogenase. That's very exciting for fuel cells \u2014 to be able to do that without platinum.Power of shape: here's a whale. We've seen that the fins of this whale have tubercles on them. And those little bumps actually increase efficiency in, for instance, the edge of an airplane \u2014 increase efficiency by about 32 percent. Which is an amazing fossil fuel savings, if we were to just put that on the edge of a wing. Color without pigments: this peacock is creating color with shape. Light comes through, it bounces back off the layers; it's called thin-film interference. Imagine being able to self-assemble products with the last few layers playing with light to create color. Imagine being able to create a shape on the outside of a surface, so that it's self-cleaning with just water. That's what a leaf does. See that up-close picture? That's a ball of water, and those are dirt particles. And that's an up-close picture of a lotus leaf. There's a company making a product called Lotusan, which mimics \u2014 when the building facade paint dries, it mimics the bumps in a self-cleaning leaf, and rainwater cleans the building.Water is going to be our big, grand challenge: quenching thirst. Here are two organisms that pull water. The one on the left is the Namibian beetle pulling water out of fog. The one on the right is a pill bug \u2014 pulls water out of air, does not drink fresh water. Pulling water out of Monterey fog and out of the sweaty air in Atlanta, before it gets into a building, are key technologies.Separation technologies are going to be extremely important. What if we were to say, no more hard rock mining? What if we were to separate out metals from waste streams, small amounts of metals in water? That's what microbes do; they chelate metals out of water. There's a company here in San Francisco called MR3 that is embedding mimics of the microbes' molecules on filters to mine waste streams. Green chemistry is chemistry in water. We do chemistry in organic solvents. This is a picture of the spinnerets coming out of a spider and the silk being formed from a spider. Isn't that beautiful? Green chemistry is replacing our industrial chemistry with nature's recipe book. It's not easy, because life uses only a subset of the elements in the periodic table. And we use all of them, even the toxic ones. To figure out the elegant recipes that would take the small subset of the periodic table, and create miracle materials like that cell, is the task of green chemistry.Timed degradation: packaging that is good until you don't want it to be good anymore, and dissolves on cue. That's a mussel you can find in the waters out here, and the threads holding it to a rock are timed; at exactly two years, they begin to dissolve.Healing: this is a good one. That little guy over there is a tardigrade. There is a problem with vaccines around the world not getting to patients. And the reason is that the refrigeration somehow gets broken; what's called the ""cold chain"" gets broken. A guy named Bruce Rosner looked at the tardigrade \u2014 which dries out completely, and yet stays alive for months and months and months, and is able to regenerate itself. And he found a way to dry out vaccines \u2014 encase them in the same sort of sugar capsules as the tardigrade has within its cells \u2014 meaning that vaccines no longer need to be refrigerated. They can be put in a glove compartment, OK. Learning from organisms. This is a session about water \u2014 learning about organisms that can do without water, in order to create a vaccine that lasts and lasts and lasts without refrigeration.I'm not going to get to 12. But what I am going to do is tell you that the most important thing, besides all of these adaptations, is the fact that these organisms have figured out a way to do the amazing things they do while taking care of the place that's going to take care of their offspring. When they're involved in foreplay, they're thinking about something very, very important \u2014 and that's having their genetic material remain, 10,000 generations from now. And that means finding a way to do what they do without destroying the place that'll take care of their offspring. That's the biggest design challenge. Luckily, there are millions and millions of geniuses willing to gift us with their best ideas. Good luck having a conversation with them.Thank you.(Applause)Chris Anderson: Talk about foreplay, I \u2014 we need to get to 12, but really quickly.Janine Benyus: Oh really? CA: Yeah. Just like, you know, like the 10-second version of 10, 11 and 12. Because we just \u2014 your slides are so gorgeous, and the ideas are so big, I can't stand to let you go down without seeing 10, 11 and 12.JB: OK, put this \u2014 OK, I'll just hold this thing. OK, great. OK, so that's the healing one. Sensing and responding: feedback is a huge thing. This is a locust. There can be 80 million of them in a square kilometer, and yet they don't collide with one another. And yet we have 3.6 million car collisions a year. (Laughter) Right. There's a person at Newcastle who has figured out that it's a very large neuron. And she's actually figuring out how to make a collision-avoidance circuitry based on this very large neuron in the locust.This is a huge and important one, number 11. And that's the growing fertility. That means, you know, net fertility farming. We should be growing fertility. And, oh yes \u2014 we get food, too. Because we have to grow the capacity of this planet to create more and more opportunities for life. And really, that's what other organisms do as well. In ensemble, that's what whole ecosystems do: they create more and more opportunities for life. Our farming has done the opposite. So, farming based on how a prairie builds soil, ranching based on how a native ungulate herd actually increases the health of the range, even wastewater treatment based on how a marsh not only cleans the water, but creates incredibly sparkling productivity.This is the simple design brief. I mean, it looks simple because the system, over 3.8 billion years, has worked this out. That is, those organisms that have not been able to figure out how to enhance or sweeten their places, are not around to tell us about it. That's the twelfth one. Life \u2014 and this is the secret trick; this is the magic trick \u2014 life creates conditions conducive to life. It builds soil; it cleans air; it cleans water; it mixes the cocktail of gases that you and I need to live. And it does that in the middle of having great foreplay and meeting their needs. So it's not mutually exclusive. We have to find a way to meet our needs, while making of this place an Eden.CA: Janine, thank you so much. (Applause)" +1044961,333,"Can we edit the content of our memories? It's a sci-fi-tinged question that Steve Ramirez and Xu Liu are asking in their lab at MIT. Essentially, the pair shoot a laser beam into the brain of a living mouse to activate and manipulate its memory. In this unexpectedly amusing talk they share not only how, but -- more important -- why they do this.",925,TEDxBoston,1372118400,27,Steve Ramirez and Xu Liu,Steve Ramirez and Xu Liu: A mouse. A laser beam. A manipulated memory.,2,1376578944,"[{'id': 23, 'name': 'Jaw-dropping', 'count': 188}, {'id': 22, 'name': 'Fascinating', 'count': 269}, {'id': 11, 'name': 'Longwinded', 'count': 6}, {'id': 8, 'name': 'Informative', 'count': 166}, {'id': 9, 'name': 'Ingenious', 'count': 157}, {'id': 24, 'name': 'Persuasive', 'count': 24}, {'id': 10, 'name': 'Inspiring', 'count': 70}, {'id': 7, 'name': 'Funny', 'count': 86}, {'id': 25, 'name': 'OK', 'count': 19}, {'id': 2, 'name': 'Confusing', 'count': 5}, {'id': 21, 'name': 'Unconvincing', 'count': 17}, {'id': 3, 'name': 'Courageous', 'count': 9}, {'id': 26, 'name': 'Obnoxious', 'count': 20}, {'id': 1, 'name': 'Beautiful', 'count': 11}]","[{'id': 1671, 'hero': 'https://pe.tedcdn.com/images/ted/9759b9b5b08c13a29a320b10ea37110f439795c4_1600x1200.jpg', 'speaker': 'Miguel Nicolelis', 'title': 'A monkey that controls a robot with its thoughts. No, really.', 'duration': 895, 'slug': 'miguel_nicolelis_a_monkey_that_controls_a_robot_with_its_thoughts_no_really', 'viewed_count': 1229865}, {'id': 1443, 'hero': 'https://pe.tedcdn.com/images/ted/d9e6950aac8dfa043f563170c9d3267d550de933_800x600.jpg', 'speaker': 'Joshua Foer', 'title': 'Feats of memory anyone can do', 'duration': 1228, 'slug': 'joshua_foer_feats_of_memory_anyone_can_do', 'viewed_count': 4754255}, {'id': 1146, 'hero': 'https://pe.tedcdn.com/images/ted/29fe2e14406be124c2d750736328ef617a156e10_800x600.jpg', 'speaker': 'Ed Boyden', 'title': 'A light switch for neurons', 'duration': 1104, 'slug': 'ed_boyden', 'viewed_count': 931576}, {'id': 1878, 'hero': 'https://pe.tedcdn.com/images/ted/7692ecf91a7087707fff42960dded4b419864826_1600x1200.jpg', 'speaker': 'Peter Doolittle', 'title': 'How your ""working memory"" makes sense of the world', 'duration': 569, 'slug': 'peter_doolittle_how_your_working_memory_makes_sense_of_the_world', 'viewed_count': 2030200}, {'id': 1826, 'hero': 'https://pe.tedcdn.com/images/ted/dc329a10500b9d309ad41cfd6f43e417a472b4c5_1600x1200.jpg', 'speaker': 'Elizabeth Loftus', 'title': 'How reliable is your memory?', 'duration': 1056, 'slug': 'elizabeth_loftus_the_fiction_of_memory', 'viewed_count': 3338817}, {'id': 125, 'hero': 'https://pe.tedcdn.com/images/ted/dfc244d5b81ab35ce80a3c4f19877b23f8be7a27_2880x1620.jpg', 'speaker': 'Jeff Hawkins', 'title': 'How brain science will change computing', 'duration': 1211, 'slug': 'jeff_hawkins_on_how_brain_science_will_change_computing', 'viewed_count': 1371529}]",Neuroscientist,"['TEDx', 'animals', 'memory', 'neuroscience']",A mouse. A laser beam. A manipulated memory.,"https://www.ted.com/talks/steve_ramirez_and_xu_liu_a_mouse_a_laser_beam_a_manipulated_memory +","Steve Ramirez: My first year of grad school, I found myself in my bedroom eating lots of Ben & Jerry's watching some trashy TV and maybe, maybe listening to Taylor Swift. I had just gone through a breakup. (Laughter) So for the longest time, all I would do is recall the memory of this person over and over again, wishing that I could get rid of that gut-wrenching, visceral ""blah"" feeling. Now, as it turns out, I'm a neuroscientist, so I knew that the memory of that person and the awful, emotional undertones that color in that memory, are largely mediated by separate brain systems. And so I thought, what if we could go into the brain and edit out that nauseating feeling but while keeping the memory of that person intact? Then I realized, maybe that's a little bit lofty for now. So what if we could start off by going into the brain and just finding a single memory to begin with? Could we jump-start that memory back to life, maybe even play with the contents of that memory? All that said, there is one person in the entire world right now that I really hope is not watching this talk. (Laughter) So there is a catch. There is a catch. These ideas probably remind you of ""Total Recall,"" ""Eternal Sunshine of the Spotless Mind,"" or of ""Inception."" But the movie stars that we work with are the celebrities of the lab. Xu Liu: Test mice. (Laughter) As neuroscientists, we work in the lab with mice trying to understand how memory works. And today, we hope to convince you that now we are actually able to activate a memory in the brain at the speed of light. To do this, there's only two simple steps to follow. First, you find and label a memory in the brain, and then you activate it with a switch. As simple as that. (Laughter) SR: Are you convinced? So, turns out finding a memory in the brain isn't all that easy. XL: Indeed. This is way more difficult than, let's say, finding a needle in a haystack, because at least, you know, the needle is still something you can physically put your fingers on. But memory is not. And also, there's way more cells in your brain than the number of straws in a typical haystack. So yeah, this task does seem to be daunting. But luckily, we got help from the brain itself. It turned out that all we need to do is basically to let the brain form a memory, and then the brain will tell us which cells are involved in that particular memory. SR: So what was going on in my brain while I was recalling the memory of an ex? If you were to just completely ignore human ethics for a second and slice up my brain right now, you would see that there was an amazing number of brain regions that were active while recalling that memory. Now one brain region that would be robustly active in particular is called the hippocampus, which for decades has been implicated in processing the kinds of memories that we hold near and dear, which also makes it an ideal target to go into and to try and find and maybe reactivate a memory. XL: When you zoom in into the hippocampus, of course you will see lots of cells, but we are able to find which cells are involved in a particular memory, because whenever a cell is active, like when it's forming a memory, it will also leave a footprint that will later allow us to know these cells are recently active. SR: So the same way that building lights at night let you know that somebody's probably working there at any given moment, in a very real sense, there are biological sensors within a cell that are turned on only when that cell was just working. They're sort of biological windows that light up to let us know that that cell was just active. XL: So we clipped part of this sensor, and attached that to a switch to control the cells, and we packed this switch into an engineered virus and injected that into the brain of the mice. So whenever a memory is being formed, any active cells for that memory will also have this switch installed. SR: So here is what the hippocampus looks like after forming a fear memory, for example. The sea of blue that you see here are densely packed brain cells, but the green brain cells, the green brain cells are the ones that are holding on to a specific fear memory. So you are looking at the crystallization of the fleeting formation of fear. You're actually looking at the cross-section of a memory right now. XL: Now, for the switch we have been talking about, ideally, the switch has to act really fast. It shouldn't take minutes or hours to work. It should act at the speed of the brain, in milliseconds. SR: So what do you think, Xu? Could we use, let's say, pharmacological drugs to activate or inactivate brain cells? XL: Nah. Drugs are pretty messy. They spread everywhere. And also it takes them forever to act on cells. So it will not allow us to control a memory in real time. So Steve, how about let's zap the brain with electricity? SR: So electricity is pretty fast, but we probably wouldn't be able to target it to just the specific cells that hold onto a memory, and we'd probably fry the brain. XL: Oh. That's true. So it looks like, hmm, indeed we need to find a better way to impact the brain at the speed of light. SR: So it just so happens that light travels at the speed of light. So maybe we could activate or inactive memories by just using light \u2014 XL: That's pretty fast. SR: \u2014 and because normally brain cells don't respond to pulses of light, so those that would respond to pulses of light are those that contain a light-sensitive switch. Now to do that, first we need to trick brain cells to respond to laser beams. XL: Yep. You heard it right. We are trying to shoot lasers into the brain. (Laughter) SR: And the technique that lets us do that is optogenetics. Optogenetics gave us this light switch that we can use to turn brain cells on or off, and the name of that switch is channelrhodopsin, seen here as these green dots attached to this brain cell. You can think of channelrhodopsin as a sort of light-sensitive switch that can be artificially installed in brain cells so that now we can use that switch to activate or inactivate the brain cell simply by clicking it, and in this case we click it on with pulses of light. XL: So we attach this light-sensitive switch of channelrhodopsin to the sensor we've been talking about and inject this into the brain. So whenever a memory is being formed, any active cell for that particular memory will also have this light-sensitive switch installed in it so that we can control these cells by the flipping of a laser just like this one you see. SR: So let's put all of this to the test now. What we can do is we can take our mice and then we can put them in a box that looks exactly like this box here, and then we can give them a very mild foot shock so that they form a fear memory of this box. They learn that something bad happened here. Now with our system, the cells that are active in the hippocampus in the making of this memory, only those cells will now contain channelrhodopsin. XL: When you are as small as a mouse, it feels as if the whole world is trying to get you. So your best response of defense is trying to be undetected. Whenever a mouse is in fear, it will show this very typical behavior by staying at one corner of the box, trying to not move any part of its body, and this posture is called freezing. So if a mouse remembers that something bad happened in this box, and when we put them back into the same box, it will basically show freezing because it doesn't want to be detected by any potential threats in this box. SR: So you can think of freezing as, you're walking down the street minding your own business, and then out of nowhere you almost run into an ex-girlfriend or ex-boyfriend, and now those terrifying two seconds where you start thinking, ""What do I do? Do I say hi? Do I shake their hand? Do I turn around and run away? Do I sit here and pretend like I don't exist?"" Those kinds of fleeting thoughts that physically incapacitate you, that temporarily give you that deer-in-headlights look. XL: However, if you put the mouse in a completely different new box, like the next one, it will not be afraid of this box because there's no reason that it will be afraid of this new environment. But what if we put the mouse in this new box but at the same time, we activate the fear memory using lasers just like we did before? Are we going to bring back the fear memory for the first box into this completely new environment? SR: All right, and here's the million-dollar experiment. Now to bring back to life the memory of that day, I remember that the Red Sox had just won, it was a green spring day, perfect for going up and down the river and then maybe going to the North End to get some cannolis, #justsaying. Now Xu and I, on the other hand, were in a completely windowless black room not making any ocular movement that even remotely resembles an eye blink because our eyes were fixed onto a computer screen. We were looking at this mouse here trying to activate a memory for the first time using our technique. XL: And this is what we saw. When we first put the mouse into this box, it's exploring, sniffing around, walking around, minding its own business, because actually by nature, mice are pretty curious animals. They want to know, what's going on in this new box? It's interesting. But the moment we turned on the laser, like you see now, all of a sudden the mouse entered this freezing mode. It stayed here and tried not to move any part of its body. Clearly it's freezing. So indeed, it looks like we are able to bring back the fear memory for the first box in this completely new environment. While watching this, Steve and I are as shocked as the mouse itself. (Laughter) So after the experiment, the two of us just left the room without saying anything. After a kind of long, awkward period of time, Steve broke the silence. SR: ""Did that just work?"" XL: ""Yes,"" I said. ""Indeed it worked!"" We're really excited about this. And then we published our findings in the journal Nature. Ever since the publication of our work, we've been receiving numerous comments from all over the Internet. Maybe we can take a look at some of those. [""OMGGGGG FINALLY... so much more to come, virtual reality, neural manipulation, visual dream emulation... neural coding, 'writing and re-writing of memories', mental illnesses. Ahhh the future is awesome""] SR: So the first thing that you'll notice is that people have really strong opinions about this kind of work. Now I happen to completely agree with the optimism of this first quote, because on a scale of zero to Morgan Freeman's voice, it happens to be one of the most evocative accolades that I've heard come our way. (Laughter) But as you'll see, it's not the only opinion that's out there. [""This scares the hell out of me... What if they could do that easily in humans in a couple of years?! OH MY GOD WE'RE DOOMED""] XL: Indeed, if we take a look at the second one, I think we can all agree that it's, meh, probably not as positive. But this also reminds us that, although we are still working with mice, it's probably a good idea to start thinking and discussing about the possible ethical ramifications of memory control. SR: Now, in the spirit of the third quote, we want to tell you about a recent project that we've been working on in lab that we've called Project Inception. [""They should make a movie about this. Where they plant ideas into peoples minds, so they can control them for their own personal gain. We'll call it: Inception.""] So we reasoned that now that we can reactivate a memory, what if we do so but then begin to tinker with that memory? Could we possibly even turn it into a false memory? XL: So all memory is sophisticated and dynamic, but if just for simplicity, let's imagine memory as a movie clip. So far what we've told you is basically we can control this ""play"" button of the clip so that we can play this video clip any time, anywhere. But is there a possibility that we can actually get inside the brain and edit this movie clip so that we can make it different from the original? Yes we can. Turned out that all we need to do is basically reactivate a memory using lasers just like we did before, but at the same time, if we present new information and allow this new information to incorporate into this old memory, this will change the memory. It's sort of like making a remix tape. SR: So how do we do this? Rather than finding a fear memory in the brain, we can start by taking our animals, and let's say we put them in a blue box like this blue box here and we find the brain cells that represent that blue box and we trick them to respond to pulses of light exactly like we had said before. Now the next day, we can take our animals and place them in a red box that they've never experienced before. We can shoot light into the brain to reactivate the memory of the blue box. So what would happen here if, while the animal is recalling the memory of the blue box, we gave it a couple of mild foot shocks? So here we're trying to artificially make an association between the memory of the blue box and the foot shocks themselves. We're just trying to connect the two. So to test if we had done so, we can take our animals once again and place them back in the blue box. Again, we had just reactivated the memory of the blue box while the animal got a couple of mild foot shocks, and now the animal suddenly freezes. It's as though it's recalling being mildly shocked in this environment even though that never actually happened. So it formed a false memory, because it's falsely fearing an environment where, technically speaking, nothing bad actually happened to it. XL: So, so far we are only talking about this light-controlled ""on"" switch. In fact, we also have a light-controlled ""off"" switch, and it's very easy to imagine that by installing this light-controlled ""off"" switch, we can also turn off a memory, any time, anywhere. So everything we've been talking about today is based on this philosophically charged principle of neuroscience that the mind, with its seemingly mysterious properties, is actually made of physical stuff that we can tinker with. SR: And for me personally, I see a world where we can reactivate any kind of memory that we'd like. I also see a world where we can erase unwanted memories. Now, I even see a world where editing memories is something of a reality, because we're living in a time where it's possible to pluck questions from the tree of science fiction and to ground them in experimental reality. XL: Nowadays, people in the lab and people in other groups all over the world are using similar methods to activate or edit memories, whether that's old or new, positive or negative, all sorts of memories so that we can understand how memory works. SR: For example, one group in our lab was able to find the brain cells that make up a fear memory and converted them into a pleasurable memory, just like that. That's exactly what I mean about editing these kinds of processes. Now one dude in lab was even able to reactivate memories of female mice in male mice, which rumor has it is a pleasurable experience. XL: Indeed, we are living in a very exciting moment where science doesn't have any arbitrary speed limits but is only bound by our own imagination. SR: And finally, what do we make of all this? How do we push this technology forward? These are the questions that should not remain just inside the lab, and so one goal of today's talk was to bring everybody up to speed with the kind of stuff that's possible in modern neuroscience, but now, just as importantly, to actively engage everybody in this conversation. So let's think together as a team about what this all means and where we can and should go from here, because Xu and I think we all have some really big decisions ahead of us. Thank you. XL: Thank you. (Applause)" +587639,155,"Renowned classical Indian dancer Ananda Shankar Jayant was diagnosed with cancer in 2008. She tells her personal story of not only facing the disease but dancing through it, and gives a performance revealing the metaphor of strength that helped her do it. ",967,TEDIndia 2009,1257984000,31,Ananda Shankar Jayant,Ananda Shankar Jayant: Fighting cancer with dance,1,1276851600,"[{'id': 23, 'name': 'Jaw-dropping', 'count': 70}, {'id': 3, 'name': 'Courageous', 'count': 296}, {'id': 10, 'name': 'Inspiring', 'count': 397}, {'id': 1, 'name': 'Beautiful', 'count': 273}, {'id': 24, 'name': 'Persuasive', 'count': 32}, {'id': 8, 'name': 'Informative', 'count': 19}, {'id': 22, 'name': 'Fascinating', 'count': 84}, {'id': 9, 'name': 'Ingenious', 'count': 13}, {'id': 25, 'name': 'OK', 'count': 26}, {'id': 21, 'name': 'Unconvincing', 'count': 12}, {'id': 7, 'name': 'Funny', 'count': 3}, {'id': 2, 'name': 'Confusing', 'count': 5}, {'id': 26, 'name': 'Obnoxious', 'count': 23}, {'id': 11, 'name': 'Longwinded', 'count': 18}]","[{'id': 688, 'hero': 'https://pe.tedcdn.com/images/ted/132434_800x600.jpg', 'speaker': 'Mallika Sarabhai', 'title': 'Dance to change the world', 'duration': 1012, 'slug': 'mallika_sarabhai', 'viewed_count': 481836}, {'id': 859, 'hero': 'https://pe.tedcdn.com/images/ted/055b61a8ce3f799846f9dbdecbe2c30d0d0726bd_1600x1200.jpg', 'speaker': 'William Li', 'title': 'Can we eat to starve cancer?', 'duration': 1202, 'slug': 'william_li', 'viewed_count': 4149066}, {'id': 761, 'hero': 'https://pe.tedcdn.com/images/ted/146612_800x600.jpg', 'speaker': 'David Agus', 'title': 'A new strategy in the war on cancer', 'duration': 1424, 'slug': 'david_agus_a_new_strategy_in_the_war_on_cancer', 'viewed_count': 696320}, {'id': 2589, 'hero': 'https://pe.tedcdn.com/images/ted/7e8a2533ffe6a7a79ff0c4e1e166881cc3fddc4e_2880x1620.jpg', 'speaker': 'Camille A. Brown', 'title': 'A visual history of social dance in 25 moves', 'duration': 276, 'slug': 'camille_a_brown_a_visual_history_of_social_dance_in_25_moves', 'viewed_count': 778666}, {'id': 2602, 'hero': 'https://pe.tedcdn.com/images/ted/ea356198f12112590b2bc014f840301f33218d6f_2880x1620.jpg', 'speaker': 'Trevor Copp and Jeff Fox', 'title': 'Ballroom dance that breaks gender roles', 'duration': 933, 'slug': 'trevor_copp_jeff_fox_ballroom_dance_that_breaks_gender_roles', 'viewed_count': 570951}, {'id': 1235, 'hero': 'https://pe.tedcdn.com/images/ted/57c5ee2c30e9eb479a9f16ac1b7aaee07b639f39_800x600.jpg', 'speaker': 'Danielle de Niese', 'title': 'A flirtatious aria', 'duration': 355, 'slug': 'danielle_de_niese_a_flirtatious_aria', 'viewed_count': 787084}]",Dancer and choreographer,"['cancer', 'dance', 'music', 'performance', 'personal growth', 'storytelling']",Fighting cancer with dance,"https://www.ted.com/talks/ananda_shankar_jayant_fights_cancer_with_a_dance +","(Music)[Sanskrit] This is an ode to the mother goddess, that most of us in India learn when we are children. I learned it when I was four at my mother's knee. That year she introduced me to dance, and thus began my tryst with classical dance. Since then \u2014 it's been four decades now \u2014 I've trained with the best in the field, performed across the globe, taught young and old alike, created, collaborated, choreographed, and wove a rich tapestry of artistry, achievement and awards. The crowning glory was in 2007, when I received this country's fourth highest civilian award, the Padma Shri, for my contribution to art.(Applause)But nothing, nothing prepared me for what I was to hear on the first of July 2008. I heard the word ""carcinoma."" Yes, breast cancer. As I sat dumbstruck in my doctor's office, I heard other words: ""cancer,"" ""stage,"" ""grade."" Until then, Cancer was the zodiac sign of my friend, stage was what I performed on, and grades were what I got in school. That day, I realized I had an unwelcome, uninvited, new life partner. As a dancer, I know the nine rasas or the navarasas: anger, valor, disgust, humor and fear. I thought I knew what fear was. That day, I learned what fear was.Overcome with the enormity of it all and the complete feeling of loss of control, I shed copious tears and asked my dear husband, Jayant. I said, ""Is this it? Is this the end of the road? Is this the end of my dance?"" And he, the positive soul that he is, said, ""No, this is just a hiatus, a hiatus during the treatment, and you'll get back to doing what you do best.""I realized then that I, who thought I had complete control of my life, had control of only three things: My thought, my mind \u2014 the images that these thoughts created \u2014 and the action that derived from it. So here I was wallowing in a vortex of emotions and depression and what have you, with the enormity of the situation, wanting to go to a place of healing, health and happiness. I wanted to go from where I was to where I wanted to be, for which I needed something. I needed something that would pull me out of all this. So I dried my tears, and I declared to the world at large ... I said, ""Cancer's only one page in my life, and I will not allow this page to impact the rest of my life.""I also declared to the world at large that I would ride it out, and I would not allow cancer to ride me. But to go from where I was to where I wanted to be, I needed something. I needed an anchor, an image, a peg to peg this process on, so that I could go from there. And I found that in my dance, my dance, my strength, my energy, my passion, my very life breath. But it wasn't easy. Believe me, it definitely wasn't easy. How do you keep cheer when you go from beautiful to bald in three days? How do you not despair when, with the body ravaged by chemotherapy, climbing a mere flight of stairs was sheer torture, that to someone like me who could dance for three hours? How do you not get overwhelmed by the despair and the misery of it all? All I wanted to do was curl up and weep. But I kept telling myself fear and tears are options I did not have.So I would drag myself into my dance studio \u2014 body, mind and spirit \u2014 every day into my dance studio, and learn everything I learned when I was four, all over again, reworked, relearned, regrouped. It was excruciatingly painful, but I did it. Difficult. I focused on my mudras, on the imagery of my dance, on the poetry and the metaphor and the philosophy of the dance itself. And slowly, I moved out of that miserable state of mind.But I needed something else. I needed something to go that extra mile, and I found it in that metaphor which I had learned from my mother when I was four. The metaphor of Mahishasura Mardhini, of Durga. Durga, the mother goddess, the fearless one, created by the pantheon of Hindu gods. Durga, resplendent, bedecked, beautiful, her 18 arms ready for warfare, as she rode astride her lion into the battlefield to destroy Mahishasur. Durga, the epitome of creative feminine energy, or shakti. Durga, the fearless one. I made that image of Durga and her every attribute, her every nuance, my very own.Powered by the symbology of a myth and the passion of my training, I brought laser-sharp focus into my dance, laser-sharp focus to such an extent that I danced a few weeks after surgery. I danced through chemo and radiation cycles, much to the dismay of my oncologist. I danced between chemo and radiation cycles and badgered him to fit it to my performing dance schedule. What I had done is I had tuned out of cancer and tuned into my dance. Yes, cancer has just been one page in my life.My story is a story of overcoming setbacks, obstacles and challenges that life throws at you. My story is the power of thought. My story is the power of choice. It's the power of focus. It's the power of bringing ourselves to the attention of something that so animates you, so moves you, that something even like cancer becomes insignificant. My story is the power of a metaphor. It's the power of an image. Mine was that of Durga, Durga the fearless one. She was also called Simhanandini, the one who rode the lion.As I ride out, as I ride my own inner strength, my own inner resilience, armed as I am with what medication can provide and continue treatment, as I ride out into the battlefield of cancer, asking my rogue cells to behave, I want to be known not as a cancer survivor, but as a cancer conqueror.I present to you an excerpt of that work ""Simhanandini.""(Applause)(Music)(Applause)" +82488,43,"Singer-songwriter Rokia Traore performs ""Kounandi,"" a breathtaking song that blends Malian instruments with a modern, heartfelt vocal. Note: This song is not available for download.",386,TEDGlobal 2007,1181088000,0,Rokia Traore,"Rokia Traore: ""Kounandi""",1,1212627600,"[{'id': 22, 'name': 'Fascinating', 'count': 84}, {'id': 1, 'name': 'Beautiful', 'count': 330}, {'id': 25, 'name': 'OK', 'count': 30}, {'id': 10, 'name': 'Inspiring', 'count': 100}, {'id': 23, 'name': 'Jaw-dropping', 'count': 31}, {'id': 21, 'name': 'Unconvincing', 'count': 8}, {'id': 11, 'name': 'Longwinded', 'count': 7}, {'id': 2, 'name': 'Confusing', 'count': 8}, {'id': 9, 'name': 'Ingenious', 'count': 6}, {'id': 26, 'name': 'Obnoxious', 'count': 4}, {'id': 3, 'name': 'Courageous', 'count': 22}, {'id': 7, 'name': 'Funny', 'count': 1}, {'id': 8, 'name': 'Informative', 'count': 0}, {'id': 24, 'name': 'Persuasive', 'count': 0}]","[{'id': 186, 'hero': 'https://pe.tedcdn.com/images/ted/35977_480x360.jpg', 'speaker': 'Rokia Traore', 'title': '""M\'Bifo""', 'duration': 419, 'slug': 'rokia_traore_sings_m_bifo', 'viewed_count': 294936}, {'id': 298, 'hero': 'https://pe.tedcdn.com/images/ted/47347_480x360.jpg', 'speaker': 'Raul Midon', 'title': '""Peace on Earth""', 'duration': 559, 'slug': 'raul_midon_plays_everybody_and_peace_on_earth', 'viewed_count': 327542}, {'id': 158, 'hero': 'https://pe.tedcdn.com/images/ted/b16a18dadf418183ae3941d28e21f6a68173f2c2_2880x1620.jpg', 'speaker': 'Vusi Mahlasela', 'title': '""Thula Mama""', 'duration': 606, 'slug': 'vusi_mahlasela_sings_thula_mama', 'viewed_count': 531960}]",Singer-songwriter,"['Africa', 'guitar', 'live music', 'music', 'singer']","""Kounandi""","https://www.ted.com/talks/rokia_traore_sings_kounandi +",nan +1437261,80,"On October 24, 2014, Alan Eustace donned a custom-built, 235-pound spacesuit, attached himself to a weather balloon, and rose above 135,000 feet, from which point he dove to Earth, breaking both the sound barrier and previous records for high-altitude jumps. Hear his story of how -- and why.",868,TED2015,1426550400,21,Alan Eustace,Alan Eustace: I leapt from the stratosphere. Here's how I did it,1,1441379683,"[{'id': 3, 'name': 'Courageous', 'count': 297}, {'id': 8, 'name': 'Informative', 'count': 105}, {'id': 10, 'name': 'Inspiring', 'count': 251}, {'id': 22, 'name': 'Fascinating', 'count': 185}, {'id': 1, 'name': 'Beautiful', 'count': 67}, {'id': 23, 'name': 'Jaw-dropping', 'count': 108}, {'id': 9, 'name': 'Ingenious', 'count': 57}, {'id': 25, 'name': 'OK', 'count': 58}, {'id': 7, 'name': 'Funny', 'count': 19}, {'id': 11, 'name': 'Longwinded', 'count': 3}, {'id': 24, 'name': 'Persuasive', 'count': 6}, {'id': 26, 'name': 'Obnoxious', 'count': 11}, {'id': 2, 'name': 'Confusing', 'count': 9}, {'id': 21, 'name': 'Unconvincing', 'count': 8}]","[{'id': 1951, 'hero': 'https://pe.tedcdn.com/images/ted/e77007daaafb652bacbc73a3819f4165d39c06dd_1600x1200.jpg', 'speaker': 'Chris Hadfield', 'title': 'What I learned from going blind in space', 'duration': 1102, 'slug': 'chris_hadfield_what_i_learned_from_going_blind_in_space', 'viewed_count': 4790723}, {'id': 1477, 'hero': 'https://pe.tedcdn.com/images/ted/4c145ac3db240ffb9e0aa0e5c53296d44f84c43e_2880x1620.jpg', 'speaker': 'Sarah Parcak', 'title': 'Archaeology from space', 'duration': 320, 'slug': 'sarah_parcak_archeology_from_space', 'viewed_count': 953852}, {'id': 2197, 'hero': 'https://pe.tedcdn.com/images/ted/0a85455a2f8523743eaa284699fcde8889a78fa9_2880x1620.jpg', 'speaker': 'Angelo Vermeulen', 'title': 'How to go to space, without having to go to space', 'duration': 424, 'slug': 'angelo_vermeulen_how_to_go_to_space_without_having_to_go_to_space', 'viewed_count': 1096202}, {'id': 627, 'hero': 'https://pe.tedcdn.com/images/ted/111233_800x600.jpg', 'speaker': 'Steve Truglia', 'title': 'A leap from the edge of space', 'duration': 870, 'slug': 'steve_truglia_a_leap_from_the_edge_of_space', 'viewed_count': 571904}, {'id': 2460, 'hero': 'https://pe.tedcdn.com/images/ted/08344ca0095fc29446074c240669e6d58b57b320_2880x1620.jpg', 'speaker': 'Astro Teller', 'title': 'The unexpected benefit of celebrating failure', 'duration': 932, 'slug': 'astro_teller_the_unexpected_benefit_of_celebrating_failure', 'viewed_count': 2300082}, {'id': 502, 'hero': 'https://pe.tedcdn.com/images/ted/81446_800x600.jpg', 'speaker': 'Ueli Gegenschatz', 'title': 'Extreme wingsuit flying', 'duration': 733, 'slug': 'ueli_gegenschatz_extreme_wingsuit_jumping', 'viewed_count': 1443042}]",Stratospheric explorer,"['Google', 'adventure', 'astronomy', 'engineering', 'exploration', 'extreme sports', 'innovation', 'invention', 'physics', 'science', 'space', 'technology']",I leapt from the stratosphere. Here's how I did it,"https://www.ted.com/talks/alan_eustace_i_leapt_from_the_stratosphere_here_s_how_i_did_it +","So I grew up in Orlando, Florida. I was the son of an aerospace engineer. I lived and breathed the Apollo program. We either saw the launches from our backyard or we saw it by driving in the hour over to the Cape. I was impressed by, obviously, space and everything about it, but I was most impressed by the engineering that went into it.Behind me you see an amazing view, a picture that was taken from the International Space Station, and it shows a portion of our planet that's rarely seen and rarely studied and almost never explored. That place is called the stratosphere.If you start on the planet and you go up and up and up, it gets colder and colder and colder, until you reach the beginning of the stratosphere, and then an amazing thing happens. It gets colder at a much slower rate, and then it starts warming up, and then it gets warmer and warmer until the point where you can almost survive without any protection, about zero degrees, and then you end up getting colder and colder, and that's the top of the stratosphere. It is one of the least accessible places on our planet. Most often, when it's visited, it's by astronauts who are blazing up at it at probably several times the speed of sound, and they get a few seconds on the way up, and then they get this blazing ball of fire coming back in, on the way back in.But the question I asked is, is it possible to linger in the stratosphere? Is it possible to experience the stratosphere? Is it possible to explore the stratosphere?I studied this using my favorite search engine for quite a while, about a year, and then I made a scary phone call. It was a reference from a friend of mine to call Taber MacCallum from Paragon Space Development Corporation, and I asked him the question: is it possible to build a system to go into the stratosphere? And he said it was. And after a period of about three years, we proceeded to do just that. And on October 24 of last year, in this suit, I started on the ground, I went up in a balloon to 135,890 feet \u2014 but who's counting?(Laughter)Came back to Earth at speeds of up to 822 miles an hour. It was a four-minute and 27-second descent. And when I got to 10,000 feet, I opened a parachute and I landed.(Applause)But this is really a science talk, and it's really an engineering talk, and what was amazing to me about that experience is that Taber said, yes, I think we can build a stratospheric suit, and more than that, come down tomorrow and let's talk to the team that formed the core of the group that actually built it. And they did something which I think is important, which is they took the analogy of scuba diving. So in scuba diving, you have a self-contained system. You have everything that you could ever need. You have a scuba tank. You have a wetsuit. You have visibility. And that scuba is exactly this system, and we're going to launch it into the stratosphere.Three years later, this is what we have. We've got an amazing suit that was made by ILC Dover. ILC Dover was the company that made all of the Apollo suits and all of the extravehicular activity suits. They had never sold a suit commercially, only to the government, but they sold one to me, which I am very grateful for. Up here we have a parachute. This was all about safety. Everyone on the team knew that I have a wife and two small children \u2014 10 and 15 \u2014 and I wanted to come back safely. So there's a main parachute and a reserve parachute, and if I do nothing, the reserve parachute is going to open because of an automatic opening device. The suit itself can protect me from the cold. This area in the front here has thermal protection. It will actually heat water that will wrap around my body. It has two redundant oxygen tanks. Even if I was to get a quarter-inch hole in this suit, which is extremely unlikely, this system would still protect me from the low pressure of space.The main advantage of this system is weight and complexity. So the system weighs about 500 pounds, and if you compare it to the other attempt recently to go up in the stratosphere, they used a capsule. And to do a capsule, there's an amazing amount of complexity that goes into it, and it weighed about 3,000 pounds, and to raise 3,000 pounds to an altitude of 135,000 feet, which was my target altitude, it would have taken a balloon that was 45 to 50 million cubic feet. Because I only weighed 500 pounds in this system, we could do it with a balloon that was five times smaller than that, and that allowed us to use a launch system that was dramatically simpler than what needs to be done for a much larger balloon.So with that, I want to take you to Roswell, New Mexico, on October 24. We had an amazing team that got up in the middle of the night. And here's the suit. Again, this is using the front loader that you'll see in a second, and I want to play you a video of the actual launch. Roswell's a great place to launch balloons, but it's a fantastic place to land under a parachute, especially when you're going to land 70 miles away from the place you started. That's a helium truck in the background. It's darkness. I've already spent about an hour and a half pre-breathing. And then here you see the suit going on. It takes about an hour to get the suit on. Astronauts get this really nice air-conditioned van to go to the launch pad, but I got a front loader.(Laughter)You can see the top. You can see the balloon up there. That's where the helium is. This is Dave clearing the airspace with the FAA for 15 miles. And there we go.(Laughter)That's me waving with my left hand. The reason I'm waving with my left hand is because on the right hand is the emergency cutaway.(Laughter)My team forbade me from using my right hand. So the trip up is beautiful. It's kind of like Google Earth in reverse.(Laughter)It took two hours and seven minutes to go up, and it was the most peaceful two hours and seven minutes. I was mostly trying to relax. My heart rate was very low and I was trying not to use very much oxygen. You can see how the fields in the background are relatively big at this point, and you can see me going up and up.It's interesting here, because if you look, I'm right over the airport, and I'm probably at 50,000 feet, but immediately I'm about to go into a stratospheric wind of over 120 miles an hour. This is my flight director telling me that I had just gone higher than anybody else had ever gone in a balloon, and I was about 4,000 feet from release. This is what it looks like. You can see the darkness of space, the curvature of the Earth, the fragile planet below. I'm practicing my emergency procedures mentally right now. If anything goes wrong, I want to be ready. And the main thing that I want to do here is to have a release and fall and stay completely stable.(Video) Ground control. Everyone ready? Five. Four. Three. Two. One.Alan Eustace: There's the balloon going by, fully inflated at this point. And there you can see a drogue parachute, which I'll demonstrate in just a second, because that's really important. There's the balloon going by a second time. Right now, I'm about at the speed of sound. There's nothing for me to tell it's the speed of sound, and very soon I will actually be as fast as I ever get, 822 miles an hour.(Video) Ground control: We lost the data.AE: So now I'm down low right now and you can basically see the parachute come out right there. At this point, I'm very happy that there's a parachute out. I thought I was the only one happy, but it turns out mission control was really happy as well. The really nice thing about this is the moment I opened \u2014 I had a close of friend of mine, Blikkies, my parachute guy. He flew in another airplane, and he actually jumped out and landed right next to me. He was my wingman on the descent. This is my landing, but it's probably more properly called a crash.(Laughter)I hate to admit it, but this wasn't even close to my worst landing.(Laughter)(Applause)(Video) Man: How are you doing?AE: Hi there! Yay.(Laughter)So I want to tell you one thing that you might not have seen in that video, but one of the most critical parts of the entire thing was the release and what happens right after you release. And what we tried to do was use something called a drogue parachute, and a drogue parachute was there to stabilize me. And I'll show you one of those right now. If any of you have ever gone tandem skydiving, you probably used one of these. But the problem with one of these things is right when you release, you're in zero gravity. So it's very easy for this to just turn right around you. And before you know it, you can be tangled up or spinning, or you can release this drogue late, in which case what happens is you're going down at 800 miles an hour, and this thing is going to destroy itself and not be very useful. But the guys at United Parachute Technologies came up with this idea, and it was a roll that looks like that, but watch what happens when I pull it out. It's forming a pipe. This pipe is so solid that you can take this drogue parachute and wrap it around, and there's no way it will ever tangle with you. And that prevented a very serious potential problem.So nothing is possible without an amazing team of people. The core of this was about 20 people that worked on this for the three years, and they were incredible. People asked me what the best part of this whole thing was, and it was a chance to work with the best experts in meteorology and ballooning and parachute technology and environmental systems and high altitude medicine. It was fantastic. It's an engineer's dream to work with that group of people. And I also at the same time wanted to thank my friends at Google, both for supporting me during this effort and also covering for me in the times that I was away. But there's one other group I wanted to thank, and that's my family. Yay.(Applause)I would constantly give them speeches about the safety of technology, and they weren't hearing any of it. It was super hard on them, and the only reason that my wife put up with it was because I came back incredibly happy after each of the 250 tests, and she didn't want to take that away from me. So I want to close with a story. My daughter Katelyn, my 15-year-old, she and I were in the car, and we were driving down the road, and she was sitting there, and she had this idea, and she goes, ""Dad, I've got this idea."" And so I listened to her idea and I said, ""Katelyn, that's impossible."" And she looks at me and she goes, ""Dad, after what you just did, how can you call anything impossible?"" And I laughed, and I said, ""OK, it's not impossible, it's just very, very hard."" And then I paused for a second, and I said, ""Katelyn, it may not be impossible, it may not even be very, very hard, it's just that I don't know how to do it.""Thank you.(Applause)" +1503016,67,"Secrets, disease and beauty are all written in the human genome, the complete set of genetic instructions needed to build a human being. Now, as scientist and entrepreneur Riccardo Sabatini shows us, we have the power to read this complex code, predicting things like height, eye color, age and even facial structure -- all from a vial of blood. And soon, Sabatini says, our new understanding of the genome will allow us to personalize treatments for diseases like cancer. We have the power to change life as we know it. How will we use it?",928,TED2016,1455494400,25,Riccardo Sabatini,Riccardo Sabatini: How to read the genome and build a human being,1,1461942042,"[{'id': 8, 'name': 'Informative', 'count': 465}, {'id': 9, 'name': 'Ingenious', 'count': 163}, {'id': 23, 'name': 'Jaw-dropping', 'count': 216}, {'id': 1, 'name': 'Beautiful', 'count': 58}, {'id': 22, 'name': 'Fascinating', 'count': 419}, {'id': 7, 'name': 'Funny', 'count': 52}, {'id': 10, 'name': 'Inspiring', 'count': 178}, {'id': 3, 'name': 'Courageous', 'count': 12}, {'id': 24, 'name': 'Persuasive', 'count': 44}, {'id': 11, 'name': 'Longwinded', 'count': 5}, {'id': 25, 'name': 'OK', 'count': 34}, {'id': 21, 'name': 'Unconvincing', 'count': 8}, {'id': 26, 'name': 'Obnoxious', 'count': 6}, {'id': 2, 'name': 'Confusing', 'count': 1}]","[{'id': 2354, 'hero': 'https://pe.tedcdn.com/images/ted/aa33beda36e8737f3ec0029a9df20dc8448f164d_2880x1620.jpg', 'speaker': 'Jennifer Doudna', 'title': ' How CRISPR lets us edit our DNA', 'duration': 953, 'slug': 'jennifer_doudna_we_can_now_edit_our_dna_but_let_s_do_it_wisely', 'viewed_count': 1936774}, {'id': 863, 'hero': 'https://pe.tedcdn.com/images/ted/172485_800x600.jpg', 'speaker': 'Craig Venter', 'title': 'Watch me unveil ""synthetic life""', 'duration': 1097, 'slug': 'craig_venter_unveils_synthetic_life', 'viewed_count': 1086370}, {'id': 2473, 'hero': 'https://pe.tedcdn.com/images/ted/0dfafd749af481f0d95ad4af910ebecaff4d26fa_2880x1620.jpg', 'speaker': 'Juan Enriquez', 'title': 'We can reprogram life. How to do it wisely', 'duration': 889, 'slug': 'juan_enriquez_we_can_reprogram_life_how_to_do_it_wisely', 'viewed_count': 1973226}, {'id': 1227, 'hero': 'https://pe.tedcdn.com/images/ted/7b2e7e2bac40b3ab6d040991f84b70e2b64a6613_800x600.jpg', 'speaker': 'Jean-Baptiste Michel + Erez Lieberman Aiden', 'title': 'What we learned from 5 million books', 'duration': 848, 'slug': 'what_we_learned_from_5_million_books', 'viewed_count': 1783092}, {'id': 2871, 'hero': 'https://pe.tedcdn.com/images/ted/a3fea45a86df894b308f87246fb42039a7906458_2880x1620.jpg', 'speaker': 'Jun Wang', 'title': 'How digital DNA could help you make better health choices', 'duration': 894, 'slug': 'jun_wang_how_digital_dna_could_help_you_make_better_health_choices', 'viewed_count': 533570}, {'id': 1223, 'hero': 'https://pe.tedcdn.com/images/ted/cbcf9538be89e4b96060298f17c81ad48d1e9b3c_800x600.jpg', 'speaker': 'Richard Resnick', 'title': 'Welcome to the genomic revolution', 'duration': 662, 'slug': 'richard_resnick_welcome_to_the_genomic_revolution', 'viewed_count': 852518}]","Scientist, entrepreneur","['DNA', 'biology', 'biotech', 'choice', 'complexity', 'disease', 'future', 'genetics', 'health', 'humanity', 'identity', 'machine learning', 'medical research', 'medicine', 'nature', 'potential', 'science', 'technology']",How to read the genome and build a human being,"https://www.ted.com/talks/riccardo_sabatini_how_to_read_the_genome_and_build_a_human_being +","For the next 16 minutes, I'm going to take you on a journey that is probably the biggest dream of humanity: to understand the code of life.So for me, everything started many, many years ago when I met the first 3D printer. The concept was fascinating. A 3D printer needs three elements: a bit of information, some raw material, some energy, and it can produce any object that was not there before.I was doing physics, I was coming back home and I realized that I actually always knew a 3D printer. And everyone does. It was my mom.(Laughter)My mom takes three elements: a bit of information, which is between my father and my mom in this case, raw elements and energy in the same media, that is food, and after several months, produces me. And I was not existent before.So apart from the shock of my mom discovering that she was a 3D printer, I immediately got mesmerized by that piece, the first one, the information. What amount of information does it take to build and assemble a human? Is it much? Is it little? How many thumb drives can you fill?Well, I was studying physics at the beginning and I took this approximation of a human as a gigantic Lego piece. So, imagine that the building blocks are little atoms and there is a hydrogen here, a carbon here, a nitrogen here. So in the first approximation, if I can list the number of atoms that compose a human being, I can build it. Now, you can run some numbers and that happens to be quite an astonishing number. So the number of atoms, the file that I will save in my thumb drive to assemble a little baby, will actually fill an entire Titanic of thumb drives \u2014 multiplied 2,000 times. This is the miracle of life. Every time you see from now on a pregnant lady, she's assembling the biggest amount of information that you will ever encounter. Forget big data, forget anything you heard of. This is the biggest amount of information that exists.(Applause)But nature, fortunately, is much smarter than a young physicist, and in four billion years, managed to pack this information in a small crystal we call DNA. We met it for the first time in 1950 when Rosalind Franklin, an amazing scientist, a woman, took a picture of it. But it took us more than 40 years to finally poke inside a human cell, take out this crystal, unroll it, and read it for the first time. The code comes out to be a fairly simple alphabet, four letters: A, T, C and G. And to build a human, you need three billion of them. Three billion. How many are three billion? It doesn't really make any sense as a number, right?So I was thinking how I could explain myself better about how big and enormous this code is. But there is \u2014 I mean, I'm going to have some help, and the best person to help me introduce the code is actually the first man to sequence it, Dr. Craig Venter. So welcome onstage, Dr. Craig Venter.(Applause)Not the man in the flesh, but for the first time in history, this is the genome of a specific human, printed page-by-page, letter-by-letter: 262,000 pages of information, 450 kilograms, shipped from the United States to Canada thanks to Bruno Bowden, Lulu.com, a start-up, did everything. It was an amazing feat.But this is the visual perception of what is the code of life. And now, for the first time, I can do something fun. I can actually poke inside it and read. So let me take an interesting book ... like this one. I have an annotation; it's a fairly big book. So just to let you see what is the code of life. Thousands and thousands and thousands and millions of letters. And they apparently make sense. Let's get to a specific part. Let me read it to you:(Laughter)""AAG, AAT, ATA.""To you it sounds like mute letters, but this sequence gives the color of the eyes to Craig. I'll show you another part of the book. This is actually a little more complicated.Chromosome 14, book 132:(Laughter)As you might expect.(Laughter)""ATT, CTT, GATT.""This human is lucky, because if you miss just two letters in this position \u2014 two letters of our three billion \u2014 he will be condemned to a terrible disease: cystic fibrosis. We have no cure for it, we don't know how to solve it, and it's just two letters of difference from what we are.A wonderful book, a mighty book, a mighty book that helped me understand and show you something quite remarkable. Every one of you \u2014 what makes me, me and you, you \u2014 is just about five million of these, half a book. For the rest, we are all absolutely identical. Five hundred pages is the miracle of life that you are. The rest, we all share it. So think about that again when we think that we are different. This is the amount that we share.So now that I have your attention, the next question is: How do I read it? How do I make sense out of it? Well, for however good you can be at assembling Swedish furniture, this instruction manual is nothing you can crack in your life.(Laughter)And so, in 2014, two famous TEDsters, Peter Diamandis and Craig Venter himself, decided to assemble a new company. Human Longevity was born, with one mission: trying everything we can try and learning everything we can learn from these books, with one target \u2014 making real the dream of personalized medicine, understanding what things should be done to have better health and what are the secrets in these books.An amazing team, 40 data scientists and many, many more people, a pleasure to work with. The concept is actually very simple. We're going to use a technology called machine learning. On one side, we have genomes \u2014 thousands of them. On the other side, we collected the biggest database of human beings: phenotypes, 3D scan, NMR \u2014 everything you can think of. Inside there, on these two opposite sides, there is the secret of translation. And in the middle, we build a machine. We build a machine and we train a machine \u2014 well, not exactly one machine, many, many machines \u2014 to try to understand and translate the genome in a phenotype. What are those letters, and what do they do? It's an approach that can be used for everything, but using it in genomics is particularly complicated. Little by little we grew and we wanted to build different challenges. We started from the beginning, from common traits. Common traits are comfortable because they are common, everyone has them.So we started to ask our questions: Can we predict height? Can we read the books and predict your height? Well, we actually can, with five centimeters of precision. BMI is fairly connected to your lifestyle, but we still can, we get in the ballpark, eight kilograms of precision. Can we predict eye color? Yeah, we can. Eighty percent accuracy. Can we predict skin color? Yeah we can, 80 percent accuracy. Can we predict age? We can, because apparently, the code changes during your life. It gets shorter, you lose pieces, it gets insertions. We read the signals, and we make a model.Now, an interesting challenge: Can we predict a human face? It's a little complicated, because a human face is scattered among millions of these letters. And a human face is not a very well-defined object. So, we had to build an entire tier of it to learn and teach a machine what a face is, and embed and compress it. And if you're comfortable with machine learning, you understand what the challenge is here.Now, after 15 years \u2014 15 years after we read the first sequence \u2014 this October, we started to see some signals. And it was a very emotional moment. What you see here is a subject coming in our lab. This is a face for us. So we take the real face of a subject, we reduce the complexity, because not everything is in your face \u2014 lots of features and defects and asymmetries come from your life. We symmetrize the face, and we run our algorithm. The results that I show you right now, this is the prediction we have from the blood.(Applause)Wait a second. In these seconds, your eyes are watching, left and right, left and right, and your brain wants those pictures to be identical. So I ask you to do another exercise, to be honest. Please search for the differences, which are many. The biggest amount of signal comes from gender, then there is age, BMI, the ethnicity component of a human. And scaling up over that signal is much more complicated. But what you see here, even in the differences, lets you understand that we are in the right ballpark, that we are getting closer. And it's already giving you some emotions.This is another subject that comes in place, and this is a prediction. A little smaller face, we didn't get the complete cranial structure, but still, it's in the ballpark. This is a subject that comes in our lab, and this is the prediction. So these people have never been seen in the training of the machine. These are the so-called ""held-out"" set. But these are people that you will probably never believe. We're publishing everything in a scientific publication, you can read it.But since we are onstage, Chris challenged me. I probably exposed myself and tried to predict someone that you might recognize. So, in this vial of blood \u2014 and believe me, you have no idea what we had to do to have this blood now, here \u2014 in this vial of blood is the amount of biological information that we need to do a full genome sequence. We just need this amount. We ran this sequence, and I'm going to do it with you. And we start to layer up all the understanding we have. In the vial of blood, we predicted he's a male. And the subject is a male. We predict that he's a meter and 76 cm. The subject is a meter and 77 cm. So, we predicted that he's 76; the subject is 82. We predict his age, 38. The subject is 35. We predict his eye color. Too dark. We predict his skin color. We are almost there. That's his face.Now, the reveal moment: the subject is this person.(Laughter)And I did it intentionally. I am a very particular and peculiar ethnicity. Southern European, Italians \u2014 they never fit in models. And it's particular \u2014 that ethnicity is a complex corner case for our model. But there is another point. So, one of the things that we use a lot to recognize people will never be written in the genome. It's our free will, it's how I look. Not my haircut in this case, but my beard cut. So I'm going to show you, I'm going to, in this case, transfer it \u2014 and this is nothing more than Photoshop, no modeling \u2014 the beard on the subject. And immediately, we get much, much better in the feeling.So, why do we do this? We certainly don't do it for predicting height or taking a beautiful picture out of your blood. We do it because the same technology and the same approach, the machine learning of this code, is helping us to understand how we work, how your body works, how your body ages, how disease generates in your body, how your cancer grows and develops, how drugs work and if they work on your body.This is a huge challenge. This is a challenge that we share with thousands of other researchers around the world. It's called personalized medicine. It's the ability to move from a statistical approach where you're a dot in the ocean, to a personalized approach, where we read all these books and we get an understanding of exactly how you are. But it is a particularly complicated challenge, because of all these books, as of today, we just know probably two percent: four books of more than 175.And this is not the topic of my talk, because we will learn more. There are the best minds in the world on this topic. The prediction will get better, the model will get more precise. And the more we learn, the more we will be confronted with decisions that we never had to face before about life, about death, about parenting.So, we are touching the very inner detail on how life works. And it's a revolution that cannot be confined in the domain of science or technology. This must be a global conversation. We must start to think of the future we're building as a humanity. We need to interact with creatives, with artists, with philosophers, with politicians. Everyone is involved, because it's the future of our species. Without fear, but with the understanding that the decisions that we make in the next year will change the course of history forever.Thank you.(Applause)" +1895259,328,"Lawrence Lessig, the Net\u2019s most celebrated lawyer, cites John Philip Sousa, celestial copyrights and the ""ASCAP cartel"" in his argument for reviving our creative culture.",1136,TED2007,1172880000,26,Lawrence Lessig,Lawrence Lessig: Laws that choke creativity,1,1194310800,"[{'id': 3, 'name': 'Courageous', 'count': 423}, {'id': 10, 'name': 'Inspiring', 'count': 1074}, {'id': 9, 'name': 'Ingenious', 'count': 344}, {'id': 22, 'name': 'Fascinating', 'count': 589}, {'id': 8, 'name': 'Informative', 'count': 1014}, {'id': 7, 'name': 'Funny', 'count': 254}, {'id': 2, 'name': 'Confusing', 'count': 35}, {'id': 1, 'name': 'Beautiful', 'count': 91}, {'id': 21, 'name': 'Unconvincing', 'count': 76}, {'id': 11, 'name': 'Longwinded', 'count': 76}, {'id': 24, 'name': 'Persuasive', 'count': 2163}, {'id': 26, 'name': 'Obnoxious', 'count': 41}, {'id': 25, 'name': 'OK', 'count': 89}, {'id': 23, 'name': 'Jaw-dropping', 'count': 157}]","[{'id': 63, 'hero': 'https://pe.tedcdn.com/images/ted/137_480x360.jpg', 'speaker': 'Charles Leadbeater', 'title': 'The era of open innovation', 'duration': 1141, 'slug': 'charles_leadbeater_on_innovation', 'viewed_count': 1409336}, {'id': 72, 'hero': 'https://pe.tedcdn.com/images/ted/399_480x360.jpg', 'speaker': 'Chris Anderson', 'title': ""Technology's long tail"", 'duration': 858, 'slug': 'chris_anderson_of_wired_on_tech_s_long_tail', 'viewed_count': 904522}, {'id': 216, 'hero': 'https://pe.tedcdn.com/images/ted/8cea3025b2122cfdc2ba6a72f832565716946034_1600x1200.jpg', 'speaker': 'Howard Rheingold', 'title': 'The new power of collaboration', 'duration': 1171, 'slug': 'howard_rheingold_on_collaboration', 'viewed_count': 931000}, {'id': 871, 'hero': 'https://pe.tedcdn.com/images/ted/174123_800x600.jpg', 'speaker': 'Lawrence Lessig', 'title': 'Re-examining the remix', 'duration': 1125, 'slug': 'lessig_nyed', 'viewed_count': 389961}, {'id': 1390, 'hero': 'https://pe.tedcdn.com/images/ted/b0e8494bcbe5260e0b1900f2df3a02626af909ab_800x600.jpg', 'speaker': 'Rob Reid', 'title': 'The $8 billion iPod', 'duration': 311, 'slug': 'rob_reid_the_8_billion_ipod', 'viewed_count': 2598038}, {'id': 1329, 'hero': 'https://pe.tedcdn.com/images/ted/b8b0b3e24229c2823cba77f2c3a00dc3b7c5ff70_800x600.jpg', 'speaker': 'Clay Shirky', 'title': 'Why SOPA is a bad idea', 'duration': 839, 'slug': 'defend_our_freedom_to_share_or_why_sopa_is_a_bad_idea', 'viewed_count': 1275138}]",Legal activist,"['business', 'creativity', 'entertainment', 'law', 'technology']",Laws that choke creativity,"https://www.ted.com/talks/larry_lessig_says_the_law_is_strangling_creativity +","(Applause) I want to talk to you a little bit about user-generated content. I'm going to tell you three stories on the way to one argument that's going to tell you a little bit about how we open user-generated content up for business. So, here's the first story.1906. This man, John Philip Sousa, traveled to this place, the United States Capitol, to talk about this technology, what he called the, quote, ""talking machines."" Sousa was not a fan of the talking machines. This is what he had to say. ""These talking machines are going to ruin artistic development of music in this country. When I was a boy, in front of every house in the summer evenings, you would find young people together singing the songs of the day, or the old songs. Today, you hear these infernal machines going night and day. We will not have a vocal chord left,"" Sousa said. ""The vocal chords will be eliminated by a process of evolution as was the tail of man when he came from the ape.""Now, this is the picture I want you to focus on. This is a picture of culture. We could describe it using modern computer terminology as a kind of read-write culture. It's a culture where people participate in the creation and the re-creation of their culture. In that sense, it's read-write. Sousa's fear was that we would lose that capacity because of these, quote, ""infernal machines."" They would take it away. And in its place, we'd have the opposite of read-write culture, what we could call read-only culture. Culture where creativity was consumed but the consumer is not a creator. A culture which is top-down, owned, where the vocal chords of the millions have been lost.Now, as you look back at the twentieth century, at least in what we think of as the, quote, ""developed world"" \u2014 hard not to conclude that Sousa was right. Never before in the history of human culture had it been as professionalized, never before as concentrated. Never before has creativity of the millions been as effectively displaced, and displaced because of these, quote, ""infernal machines."" The twentieth century was that century where, at least for those places we know the best, culture moved from this read-write to read-only existence.So, second. Land is a kind of property \u2014 it is property. It's protected by law. As Lord Blackstone described it, land is protected by trespass law, for most of the history of trespass law, by presuming it protects the land all the way down below and to an indefinite extent upward. Now, that was a pretty good system for most of the history of the regulation of land, until this technology came along, and people began to wonder, were these instruments trespassers as they flew over land without clearing the rights of the farms below as they traveled across the country? Well, in 1945, Supreme Court got a chance to address that question.Two farmers, Thomas Lee and Tinie Causby, who raised chickens, had a significant complaint because of these technologies. The complaint was that their chickens followed the pattern of the airplanes and flew themselves into the walls of the barn when the airplanes flew over the land. And so they appealed to Lord Blackstone to say these airplanes were trespassing. Since time immemorial, the law had said, you can't fly over the land without permission of the landowner, so this flight must stop. Well, the Supreme Court considered this 100-years tradition and said, in an opinion written by Justice Douglas, that the Causbys must lose. The Supreme Court said the doctrine protecting land all the way to the sky has no place in the modern world, otherwise every transcontinental flight would subject the operator to countless trespass suits. Common sense, a rare idea in the law, but here it was. Common sense \u2014 (Laughter) \u2014 Revolts at the idea. Common sense.Finally. Before the Internet, the last great terror to rain down on the content industry was a terror created by this technology. Broadcasting: a new way to spread content, and therefore a new battle over the control of the businesses that would spread content. Now, at that time, the entity, the legal cartel, that controlled the performance rights for most of the music that would be broadcast using these technologies was ASCAP. They had an exclusive license on the most popular content, and they exercised it in a way that tried to demonstrate to the broadcasters who really was in charge. So, between 1931 and 1939, they raised rates by some 448 percent, until the broadcasters finally got together and said, okay, enough of this. And in 1939, a lawyer, Sydney Kaye, started something called Broadcast Music Inc. We know it as BMI. And BMI was much more democratic in the art that it would include within its repertoire, including African American music for the first time in the repertoire. But most important was that BMI took public domain works and made arrangements of them, which they gave away for free to their subscribers. So that in 1940, when ASCAP threatened to double their rates, the majority of broadcasters switched to BMI. Now, ASCAP said they didn't care. The people will revolt, they predicted, because the very best music was no longer available, because they had shifted to the second best public domain provided by BMI. Well, they didn't revolt, and in 1941, ASCAP cracked. And the important point to recognize is that even though these broadcasters were broadcasting something you would call second best, that competition was enough to break, at that time, this legal cartel over access to music.Okay. Three stories. Here's the argument. In my view, the most significant thing to recognize about what this Internet is doing is its opportunity to revive the read-write culture that Sousa romanticized. Digital technology is the opportunity for the revival of these vocal chords that he spoke so passionately to Congress about. User-generated content, spreading in businesses in extraordinarily valuable ways like these, celebrating amateur culture. By which I don't mean amateurish culture, I mean culture where people produce for the love of what they're doing and not for the money. I mean the culture that your kids are producing all the time. For when you think of what Sousa romanticized in the young people together, singing the songs of the day, of the old songs, you should recognize what your kids are doing right now. Taking the songs of the day and the old songs and remixing them to make them something different. It's how they understand access to this culture. So, let's have some very few examples to get a sense of what I'm talking about here.Here's something called Anime Music Video, first example, taking anime captured from television re-edited to music tracks. (Music) This one you should be \u2014 confidence. Jesus survives. Don't worry. (Music) (Laughter) And this is the best. (Music) My love ... There's only you in my life ... The only thing that's bright ... My first love ... You're every breath that I take ... You're every step I make ... And I .... I want to share all my love with you ... No one else will do ... And your eyes ... They tell me how much you care ... (Music) So, this is remix, right? (Applause) And it's important to emphasize that what this is not is not what we call, quote, ""piracy."" I'm not talking about nor justifying people taking other people's content in wholesale and distributing it without the permission of the copyright owner. I'm talking about people taking and recreating using other people's content, using digital technologies to say things differently. Now, the importance of this is not the technique that you've seen here. Because, of course, every technique that you've seen here is something that television and film producers have been able to do for the last 50 years. The importance is that that technique has been democratized. It is now anybody with access to a $1,500 computer who can take sounds and images from the culture around us and use it to say things differently. These tools of creativity have become tools of speech. It is a literacy for this generation. This is how our kids speak. It is how our kids think. It is what your kids are as they increasingly understand digital technologies and their relationship to themselves.Now, in response to this new use of culture using digital technologies, the law has not greeted this Sousa revival with very much common sense. Instead, the architecture of copyright law and the architecture of digital technologies, as they interact, have produced the presumption that these activities are illegal. Because if copyright law at its core regulates something called copies, then in the digital world the one fact we can't escape is that every single use of culture produces a copy. Every single use therefore requires permission; without permission, you are a trespasser. You're a trespasser with about as much sense as these people were trespassers. Common sense here, though, has not yet revolted in response to this response that the law has offered to these forms of creativity. Instead, what we've seen is something much worse than a revolt. There's a growing extremism that comes from both sides in this debate, in response to this conflict between the law and the use of these technologies.One side builds new technologies, such as one recently announced that will enable them to automatically take down from sites like YouTube any content that has any copyrighted content in it, whether or not there's a judgment of fair use that might be applied to the use of that content. And on the other side, among our kids, there's a growing copyright abolitionism, a generation that rejects the very notion of what copyright is supposed to do, rejects copyright and believes that the law is nothing more than an ass to be ignored and to be fought at every opportunity possible. The extremism on one side begets extremism on the other, a fact we should have learned many, many times over, and both extremes in this debate are just wrong. Now, the balance that I try to fight for, I, as any good liberal, try to fight for first by looking to the government. Total mistake, right? (Laughter)Looked first to the courts and the legislatures to try to get them to do something to make the system make more sense. It failed partly because the courts are too passive, partly because the legislatures are corrupted, by which I don't mean that there's bribery operating to stop real change, but more the economy of influence that governs how Congress functions means that policymakers here will not understand this until it's too late to fix it. So, we need something different, we need a different kind of solution. And the solution here, in my view, is a private solution, a solution that looks to legalize what it is to be young again, and to realize the economic potential of that, and that's where the story of BMI becomes relevant. Because, as BMI demonstrated, competition here can achieve some form of balance. The same thing can happen now. We don't have a public domain to draw upon now, so instead what we need is two types of changes.First, that artists and creators embrace the idea, choose that their work be made available more freely. So, for example, they can say their work is available freely for non-commercial, this amateur-type of use, but not freely for any commercial use. And second, we need the businesses that are building out this read-write culture to embrace this opportunity expressly, to enable it, so that this ecology of free content, or freer content, can grow on a neutral platform where they both exist simultaneously, so that more-free can compete with less-free, and the opportunity to develop the creativity in that competition can teach one the lessons of the other.Now, I would talk about one particular such plan that I know something about, but I don't want to violate TED's first commandment of selling, so I'm not going to talk about this at all. I'm instead just going to remind you of the point that BMI teaches us. That artist choice is the key for new technology having an opportunity to be open for business, and we need to build artist choice here if these new technologies are to have that opportunity. But let me end with something I think much more important \u2014 much more important than business. It's the point about how this connects to our kids. We have to recognize they're different from us. This is us, right? (Laughter) We made mixed tapes; they remix music. We watched TV; they make TV.It is technology that has made them different, and as we see what this technology can do, we need to recognize you can't kill the instinct the technology produces. We can only criminalize it. We can't stop our kids from using it. We can only drive it underground. We can't make our kids passive again. We can only make them, quote, ""pirates."" And is that good? We live in this weird time. It's kind of age of prohibitions, where in many areas of our life, we live life constantly against the law. Ordinary people live life against the law, and that's what I \u2014 we are doing to our kids. They live life knowing they live it against the law. That realization is extraordinarily corrosive, extraordinarily corrupting. And in a democracy, we ought to be able to do better. Do better, at least for them, if not for opening for business. Thank you very much. (Applause)" +737937,67,"At TED2012, filmmaker Karen Bass shares some of the astonishing nature footage she's shot for the BBC and National Geographic -- including brand-new, previously unseen footage of the tube-lipped nectar bat, who feeds in a rather unusual way ...",608,TED2012,1330560000,29,Karen Bass,"Karen Bass: Unseen footage, untamed nature",1,1336577559,"[{'id': 10, 'name': 'Inspiring', 'count': 143}, {'id': 1, 'name': 'Beautiful', 'count': 424}, {'id': 22, 'name': 'Fascinating', 'count': 250}, {'id': 11, 'name': 'Longwinded', 'count': 5}, {'id': 23, 'name': 'Jaw-dropping', 'count': 154}, {'id': 8, 'name': 'Informative', 'count': 53}, {'id': 25, 'name': 'OK', 'count': 15}, {'id': 24, 'name': 'Persuasive', 'count': 6}, {'id': 9, 'name': 'Ingenious', 'count': 15}, {'id': 3, 'name': 'Courageous', 'count': 9}, {'id': 7, 'name': 'Funny', 'count': 1}, {'id': 21, 'name': 'Unconvincing', 'count': 5}, {'id': 2, 'name': 'Confusing', 'count': 1}, {'id': 26, 'name': 'Obnoxious', 'count': 1}]","[{'id': 1039, 'hero': 'https://pe.tedcdn.com/images/ted/41f8b6052db197dfd3b3feb60647066f3db59029_800x600.jpg', 'speaker': 'Beverly + Dereck Joubert', 'title': 'Life lessons from big cats', 'duration': 1040, 'slug': 'beverly_dereck_joubert_life_lessons_from_big_cats', 'viewed_count': 858311}, {'id': 830, 'hero': 'https://pe.tedcdn.com/images/ted/163962_800x600.jpg', 'speaker': 'Mike deGruy', 'title': 'Hooked by an octopus', 'duration': 1092, 'slug': 'mike_degruy_hooked_by_octopus', 'viewed_count': 940843}, {'id': 561, 'hero': 'https://pe.tedcdn.com/images/ted/94098_800x600.jpg', 'speaker': 'Yann Arthus-Bertrand', 'title': 'A wide-angle view of fragile Earth', 'duration': 894, 'slug': 'yann_arthus_bertrand_captures_fragile_earth_in_wide_angle', 'viewed_count': 751913}, {'id': 1605, 'hero': 'https://pe.tedcdn.com/images/ted/c3359ca0645f8b7caf7b0c7a83b364ebdffd4c28_1600x1200.jpg', 'speaker': 'Emma Teeling', 'title': 'The secret of the bat genome', 'duration': 985, 'slug': 'emma_teeling_the_secret_of_the_bat_genome', 'viewed_count': 472121}, {'id': 2006, 'hero': 'https://pe.tedcdn.com/images/ted/4f3bbbbff420247824e2d0e92418d7ffb0767fb0_1600x1200.jpg', 'speaker': 'Jon Mooallem', 'title': 'How the teddy bear taught us compassion', 'duration': 856, 'slug': 'jon_mooallem_the_strange_story_of_the_teddy_bear_and_what_it_reveals_about_our_relationship_to_animals', 'viewed_count': 1101802}, {'id': 1140, 'hero': 'https://pe.tedcdn.com/images/ted/afcb1a554cee6dc16a56ace473c23a7afa8b02c5_800x600.jpg', 'speaker': 'Louie Schwartzberg', 'title': 'The hidden beauty of pollination', 'duration': 468, 'slug': 'louie_schwartzberg_the_hidden_beauty_of_pollination', 'viewed_count': 1885762}]",Natural history filmmaker ,"['adventure', 'animals', 'art', 'biodiversity', 'biology', 'cosmos', 'environment', 'exploration', 'film', 'life', 'nature', 'photography', 'science', 'science and art', 'travel']","Unseen footage, untamed nature","https://www.ted.com/talks/karen_bass_unseen_footage_untamed_nature +","I'm a very lucky person. I've been privileged to see so much of our beautiful Earth and the people and creatures that live on it. And my passion was inspired at the age of seven, when my parents first took me to Morocco, at the edge of the Sahara Desert. Now imagine a little Brit somewhere that wasn't cold and damp like home. What an amazing experience. And it made me want to explore more.So as a filmmaker, I've been from one end of the Earth to the other trying to get the perfect shot and to capture animal behavior never seen before. And what's more, I'm really lucky, because I get to share that with millions of people worldwide. Now the idea of having new perspectives of our planet and actually being able to get that message out gets me out of bed every day with a spring in my step.You might think that it's quite hard to find new stories and new subjects, but new technology is changing the way we can film. It's enabling us to get fresh, new images and tell brand new stories. In Nature's Great Events, a series for the BBC that I did with David Attenborough, we wanted to do just that.Images of grizzly bears are pretty familiar. You see them all the time, you think. But there's a whole side to their lives that we hardly ever see and had never been filmed. So what we did, we went to Alaska, which is where the grizzlies rely on really high, almost inaccessible, mountain slopes for their denning. And the only way to film that is a shoot from the air.(Video) David Attenborough: Throughout Alaska and British Columbia, thousands of bear families are emerging from their winter sleep. There is nothing to eat up here, but the conditions were ideal for hibernation. Lots of snow in which to dig a den. To find food, mothers must lead their cubs down to the coast, where the snow will already be melting. But getting down can be a challenge for small cubs. These mountains are dangerous places, but ultimately the fate of these bear families, and indeed that of all bears around the North Pacific, depends on the salmon.KB: I love that shot. I always get goosebumps every time I see it. That was filmed from a helicopter using a gyro-stabilized camera. And it's a wonderful bit of gear, because it's like having a flying tripod, crane and dolly all rolled into one. But technology alone isn't enough. To really get the money shots, it's down to being in the right place at the right time. And that sequence was especially difficult.The first year we got nothing. We had to go back the following year, all the way back to the remote parts of Alaska. And we hung around with a helicopter for two whole weeks. And eventually we got lucky. The cloud lifted, the wind was still, and even the bear showed up. And we managed to get that magic moment.For a filmmaker, new technology is an amazing tool, but the other thing that really, really excites me is when new species are discovered. Now, when I heard about one animal, I knew we had to get it for my next series, Untamed Americas, for National Geographic. In 2005, a new species of bat was discovered in the cloud forests of Ecuador. And what was amazing about that discovery is that it also solved the mystery of what pollinated a unique flower. It depends solely on the bat.Now, the series hasn't even aired yet, so you're the very first to see this. See what you think. (Video) Narrator: The tube-lipped nectar bat. A pool of delicious nectar lies at the bottom of each flower's long flute. But how to reach it? Necessity is the mother of evolution. (Music) This two-and-a-half-inch bat has a three-and-a-half-inch tongue, the longest relative to body length of any mammal in the world. If human, he'd have a nine-foot tongue. (Applause) KB: What a tongue. We filmed it by cutting a tiny little hole in the base of the flower and using a camera that could slow the action by 40 times. So imagine how quick that thing is in real life.Now people often ask me, ""Where's your favorite place on the planet?"" And the truth is I just don't have one. There are so many wonderful places. But some locations draw you back time and time again. And one remote location \u2014 I first went there as a backpacker; I've been back several times for filming, most recently for Untamed Americas \u2014 it's the Altiplano in the high Andes of South America, and it's the most otherworldly place I know. But at 15,000 feet, it's tough. It's freezing cold, and that thin air really gets you. Sometimes it's hard to breathe, especially carrying all the heavy filming equipment. And that pounding head just feels like a constant hangover. But the advantage of that wonderful thin atmosphere is that it enables you to see the stars in the heavens with amazing clarity. Have a look.(Video) Narrator: Some 1,500 miles south of the tropics, between Chile and Bolivia, the Andes completely change. It's called the Altiplano, or ""high plains"" \u2014 a place of extremes and extreme contrasts. Where deserts freeze and waters boil. More like Mars than Earth, it seems just as hostile to life. The stars themselves \u2014 at 12,000 feet, the dry, thin air makes for perfect stargazing. Some of the world's astronomers have telescopes nearby. But just looking up with the naked eye, you really don't need one. (Music) (Applause)KB: Thank you so much for letting me share some images of our magnificent, wonderful Earth. Thank you for letting me share that with you. (Applause)" +1227480,148,"Most of us want to do the right thing when it comes to the environment. But things aren\u2019t as simple as opting for the paper bag, says sustainability strategist Leyla Acaroglu. A bold call for us to let go of tightly-held green myths and think bigger in order to create systems and products that ease strain on the planet. +",1087,TED2013,1362009600,30,Leyla Acaroglu,Leyla Acaroglu: Paper beats plastic? How to rethink environmental folklore,1,1392134398,"[{'id': 8, 'name': 'Informative', 'count': 607}, {'id': 10, 'name': 'Inspiring', 'count': 339}, {'id': 7, 'name': 'Funny', 'count': 43}, {'id': 24, 'name': 'Persuasive', 'count': 341}, {'id': 3, 'name': 'Courageous', 'count': 44}, {'id': 22, 'name': 'Fascinating', 'count': 189}, {'id': 11, 'name': 'Longwinded', 'count': 43}, {'id': 9, 'name': 'Ingenious', 'count': 82}, {'id': 25, 'name': 'OK', 'count': 38}, {'id': 21, 'name': 'Unconvincing', 'count': 27}, {'id': 23, 'name': 'Jaw-dropping', 'count': 38}, {'id': 2, 'name': 'Confusing', 'count': 10}, {'id': 1, 'name': 'Beautiful', 'count': 42}, {'id': 26, 'name': 'Obnoxious', 'count': 7}]","[{'id': 104, 'hero': 'https://pe.tedcdn.com/images/ted/ee6ed290a61b9a7816abb51c855725d35fc9d035_1600x1200.jpg', 'speaker': 'William McDonough', 'title': 'Cradle to cradle design', 'duration': 1205, 'slug': 'william_mcdonough_on_cradle_to_cradle_design', 'viewed_count': 1426481}, {'id': 1850, 'hero': 'https://pe.tedcdn.com/images/ted/a1bfe132219abebc992a0ffa91c476ffebd724b2_1600x1200.jpg', 'speaker': 'Steve Howard', 'title': ""Let's go all-in on selling sustainability"", 'duration': 798, 'slug': 'steve_howard_let_s_go_all_in_on_selling_sustainability', 'viewed_count': 1041750}, {'id': 122, 'hero': 'https://pe.tedcdn.com/images/ted/7951_480x360.jpg', 'speaker': 'David Kelley', 'title': 'Human-centered design', 'duration': 1020, 'slug': 'david_kelley_on_human_centered_design', 'viewed_count': 779953}, {'id': 1020, 'hero': 'https://pe.tedcdn.com/images/ted/b80f80423a51c94a3d399d5c8f85ae3d3c9d2f0d_2880x1620.jpg', 'speaker': 'Arthur Potts Dawson', 'title': 'A vision for sustainable restaurants', 'duration': 529, 'slug': 'arthur_potts_dawson_a_vision_for_sustainable_restaurants', 'viewed_count': 833905}, {'id': 1561, 'hero': 'https://pe.tedcdn.com/images/ted/93ef1e914e9715e911cbcac0447377bdb1bfafe6_1600x1200.jpg', 'speaker': 'Jonathan Trent', 'title': 'Energy from floating algae pods', 'duration': 885, 'slug': 'jonathan_trent_energy_from_floating_algae_pods', 'viewed_count': 809375}, {'id': 1239, 'hero': 'https://pe.tedcdn.com/images/ted/4ee13c91a6a001349920c8e865d035fe415fb9b8_800x600.jpg', 'speaker': 'Mike Biddle', 'title': 'We can recycle plastic', 'duration': 658, 'slug': 'mike_biddle', 'viewed_count': 975376}]",Sustainability strategist,"['design', 'green', 'sustainability']",Paper beats plastic? How to rethink environmental folklore,"https://www.ted.com/talks/leyla_acaroglu_paper_beats_plastic_how_to_rethink_environmental_folklore +","So imagine, you're in the supermarket, you're buying some groceries, and you get given the option for a plastic or a paper shopping bag. Which one do you choose if you want to do the right thing by the environment?Most people do pick the paper. Okay, let's think of why. It's brown to start with. Therefore, it must be good for the environment. It's biodegradable. It's reusable. In some cases, it's recyclable. So when people are looking at the plastic bag, it's likely they're thinking of something like this, which we all know is absolutely terrible, and we should be avoiding at all expenses these kinds of environmental damages. But people are often not thinking of something like this, which is the other end of the spectrum. When we produce materials, we need to extract them from the environment, and we need a whole bunch of environmental impacts.You see, what happens is, when we need to make complex choices, us humans like really simple solutions, and so we often ask for simple solutions. And I work in design. I advise designers and innovators around sustainability, and everyone always says to me, ""Oh Leyla, I just want the eco-materials.""And I say, ""Well, that's very complex, and we'll have to spend four hours talking about what exactly an eco-material means, because everything at some point comes from nature, and it's how you use the material that dictates the environmental impact. So what happens is, we have to rely on some sort of intuitive framework when we make decisions. So I like to call that intuitive framework our environmental folklore. It's either the little voice at the back of your head, or it's that gut feeling you get when you've done the right thing, so when you've picked the paper bag or when you've bought a fuel-efficient car. And environmental folklore is a really important thing because we're trying to do the right thing. But how do we know if we're actually reducing the net environmental impacts that our actions as individuals and as professionals and as a society are actually having on the natural environment?So the thing about environmental folklore is it tends to be based on our experiences, the things we've heard from other people. It doesn't tend to be based on any scientific framework. And this is really hard, because we live in incredibly complex systems. We have the human systems of how we communicate and interrelate and have our whole constructed society, We have the industrial systems, which is essentially the entire economy, and then all of that has to operate within the biggest system, and, I would argue, the most important, the ecosystem. And you see, the choices that we make as an individual, but the choices that we make in every single job that we have, no matter how high or low you are in the pecking order, has an impact on all of these systems. And the thing is that we have to find ways if we're actually going to address sustainability of interlocking those complex systems and making better choices that result in net environmental gains. What we need to do is we need to learn to do more with less. We have an increasing population, and everybody likes their mobile phones, especially in this situation here. So we need to find innovative ways of solving some of these problems that we face.And that's where this process called life cycle thinking comes in. So essentially, everything that is created goes through a series of life cycle stages, and we use this scientific process called life cycle assessment, or in America, you guys say life cycle analysis, in order to have a clearer picture of how everything that we do in the technical part of those systems affects the natural environment. So we go all the way back to the extraction of raw materials, and then we look at manufacturing, we look at packaging and transportation, use, and end of life, and at every single one of these stages, the things that we do have an interaction with the natural environment, and we can monitor how that interaction is actually affecting the systems and services that make life on Earth possible. And through doing this, we've learned some absolutely fascinating things. And we've busted a bunch of myths.So to start with, there's a word that's used a lot. It's used a lot in marketing, and it's used a lot, I think, in our conversation when we're talking about sustainability, and that's the word biodegradability. Now biodegradability is a material property; it is not a definition of environmental benefits. Allow me to explain. When something natural, something that's made from a cellulose fiber like a piece of bread, even, or any food waste, or even a piece of paper, when something natural ends up in the natural environment, it degrades normally. Its little carbon molecules that it stored up as it was growing are naturally released back into the atmosphere as carbon dioxide, but this is a net situation. Most natural things don't actually end up in nature. Most of the things, the waste that we produce, end up in landfill. Landfill is a different environment. In landfill, those same carbon molecules degrade in a different way, because a landfill is anaerobic. It's got no oxygen. It's tightly compacted and hot. Those same molecules, they become methane, and methane is a 25 times more potent greenhouse gas than carbon dioxide. So our old lettuces and products that we have thrown out that are made out of biodegradable materials, if they end up in landfill, contribute to climate change. You see, there are facilities now that can actually capture that methane and generate power, displacing the need for fossil fuel power, but we need to be smart about this. We need to identify how we can start to leverage these types of things that are already happening and start to design systems and services that alleviate these problems. Because right now, what people do is they turn around and they say, ""Let's ban plastic bags. We'll give people paper because that is better for the environment."" But if you're throwing it in the bin, and your local landfill facility is just a normal one, then we're having what's called a double negative.I'm a product designer by trade. I then did social science. And so I'm absolutely fascinated by consumer goods and how the consumer goods that we have kind of become immune to that fill our lives have an impact on the natural environment. And these guys are, like, serial offenders, and I'm pretty sure everyone in this room has a refrigerator. Now America has this amazing ability to keep growing refrigerators. In the last few years, they've grown one cubic foot on average, the standard size of a refrigerator. And the problem is, they're so big now, it's easier for us to buy more food that we can't eat or find. I mean, I have things at the back of my refrigerator that have been there for years, all right? And so what happens is, we waste more food. And as I was just explaining, food waste is a problem. In fact, here in the U.S., 40 percent of food purchased for the home is wasted. Half of the world's produced food is wasted. That's the latest U.N. stats. Up to half of the food. It's insane. It's 1.3 billion tons of food per annum. And I blame it on the refrigerator, well, especially in Western cultures, because it makes it easier. I mean, there's a lot of complex systems going on here. I don't want to make it so simplistic.But the refrigerator is a serious contributor to this, and one of the features of it is the crisper drawer. You all got crisper drawers? The drawer that you put your lettuces in? Lettuces have a habit of going soggy in the crisper drawers, don't they? Yeah? Soggy lettuces? In the U.K., this is such a problem that there was a government report a few years ago that actually said the second biggest offender of wasted food in the U.K. is the soggy lettuce. It was called the Soggy Lettuce Report. Okay? So this is a problem, people. These poor little lettuces are getting thrown out left, right and center because the crisper drawers are not designed to actually keep things crisp. Okay. You need a tight environment. You need, like, an airless environment to prevent the degrading that would happen naturally. But the crisper drawers, they're just a drawer with a slightly better seal. Anyway, I'm clearly obsessed. Don't ever invite me over because I'll just start going through your refrigerator and looking at all sorts of things like that. But essentially, this is a big problem. Because when we lose something like the lettuce from the system, not only do we have that impact I just explained at the end of life, but we actually have had to grow that lettuce. The life cycle impact of that lettuce is astronomical. We've had to clear land. We've had to plant seeds, phosphorus, fertilizers, nutrients, water, sunlight. All of the embodied impacts in that lettuce get lost from the system, which makes it a far bigger environmental impact than the loss of the energy from the fridge. So we need to design things like this far better if we're going to start addressing serious environmental problems. We could start with the crisper drawer and the size. For those of you in the room who do design fridges, that would be great.The problem is, imagine if we actually started to reconsider how we designed things. So I look at the refrigerator as a sign of modernity, but we actually haven't really changed the design of them that much since the 1950s. A little bit, but essentially they're still big boxes, cold boxes that we store stuff in. So imagine if we actually really started to identify these problems and use that as the foundation for finding innovative and elegant design solutions that will solve those problems. This is design-led system change, design dictating the way in which the system can be far more sustainable. Forty percent food waste is a major problem. Imagine if we designed fridges that halved that.Another item that I find fascinating is the electric tea kettle, which I found out that you don't do tea kettles in this country, really, do you? But that's really big in the U.K. Ninety-seven percent of households in the United Kingdom own an electric tea kettle. So they're very popular. And, I mean, if I were to work with a design firm or a designer, and they were designing one of these, and they wanted to do it eco, they'd usually ask me two things. They'd say, ""Leyla, how do I make it technically efficient?"" Because obviously energy's a problem with this product. Or, ""How do I make it green materials? How do I make the materials green in the manufacturing?"" Would you ask me those questions? They seem logical, right? Yeah. Well I'd say, ""You're looking at the wrong problems."" Because the problem is with use. It's with how people use the product. Sixty-five percent of Brits admit to over-filling their kettle when they only need one cup of tea. All of this extra water that's being boiled requires energy, and it's been calculated that in one day of extra energy use from boiling kettles is enough to light all of the streetlights in England for a night.But this is the thing. This is what I call a product-person failure. But we've got a product-system failure going on with these little guys, and they're so ubiquitous, you don't even notice they're there. And this guy over here, though, he does. He's named Simon. Simon works for the national electricity company in the U.K. He has a very important job of monitoring all of the electricity coming into the system to make sure there is enough so it powers everybody's homes. He's also watching television. The reason is because there's a unique phenomenon that happens in the U.K. the moment that very popular TV shows end. The minute the ad break comes on, this man has to rush to buy nuclear power from France, because everybody turns their kettles on at the same time. (Laughter) 1.5 million kettles, seriously problematic. So imagine if you designed kettles, you actually found a way to solve these system failures, because this is a huge amount of pressure on the system, just because the product hasn't thought about the problem that it's going to have when it exists in the world. Now, I looked at a number of kettles available on the market, and found the minimum fill lines, so the little piece of information that tells you how much you need to put in there, was between two and a five-and-a-half cups of water just to make one cup of tea. So this kettle here is an example of one where it actually has two reservoirs. One's a boiling chamber, and one's the water holder. The user actually has to push that button to get their hot water boiled, which means, because we're all lazy, you only fill exactly what you need. And this is what I call behavior-changing products: products, systems or services that intervene and solve these problems up front.Now, this is a technology arena, so obviously these things are quite popular, but I think if we're going to keep designing, buying and using and throwing out these kinds of products at the rate we currently do, which is astronomically high, there are seven billion people who live in the world right now. There are six billion mobile phone subscriptions as of last year. Every single year, 1.5 billion mobile phones roll off production lines, and some companies report their production rate as being greater than the human birth rate. One hundred fifty-two million phones were thrown out in the U.S. last year; only 11 percent were recycled. I'm from Australia. We have a population of 22 million \u2014 don't laugh \u2014 and it's been reported that 22 million phones are in people's drawers. We need to find ways of solving the problems around this, because these things are so complicated. They have so much locked up inside them. Gold! Did you know that it's actually cheaper now to get gold out of a ton of old mobile phones than it is out of a ton of gold ore? There's a number of highly complex and valuable materials embodied inside these things, so we need to find ways of encouraging disassembly, because this is otherwise what happens. This is a community in Ghana, and e-waste is reported, or electronic waste is reported by the U.N. as being up to 50 million tons trafficked. This is how they get the gold and the other valuable materials out. They burn the electronic waste in open spaces. These are communities, and this is happening all over the world. And because we don't see the ramifications of the choices that we make as designers, as businesspeople, as consumers, then these kinds of externalities happen, and these are people's lives. So we need to find smarter, more systems-based, innovative solutions to these problems, if we're going to start to live sustainably within this world.So imagine if, when you bought your mobile phone, your new one because you replaced your old one \u2014 after 15 to 18 months is the average time that people replace their phones, by the way \u2014 so if we're going to keep this kind of expedient mobile phone replacing, then we should be looking at closing the loop on these systems. The people who produce these phones, and some of which I'm sure are in the room right now, could potentially look at doing what we call closed-loop systems, or product system services, so identifying that there is a market demand and that market demand's not going to go anywhere, so you design the product to solve the problem. Design for disassembly, design for light-weighting. We heard some of those kinds of strategies being used in the Tesla Motors car today. These kinds of approaches are not hard, but understanding the system and then looking for viable, market-driven consumer demand alternatives is how we can start radically altering the sustainability agenda, because I hate to break it to you all: Consumption is the biggest problem. But design is one of the best solutions.These kinds of products are everywhere. By identifying alternative ways of doing things, we can actually start to innovate, and I say actually start to innovate. I'm sure everyone in this room is very innovative. But in the regards to using sustainability as a parameter, as a criteria for fueling systems-based solutions, because as I've just demonstrated with these simple products, they're participating in these major problems. So we need to look across the entire life of the things that we do.If you just had paper or plastic \u2014 obviously reusable is far more beneficial \u2014 then the paper is worse, and the paper is worse because it weighs four to 10 times more than the plastic, and when we actually compare, from a life cycle perspective, a kilo of plastic and a kilo of paper, the paper is far better, but the functionality of a plastic or a paper bag to carry your groceries home is not done with a kilo of each material. It's done with a very small amount of plastic and quite a lot more paper. Because functionality defines environmental impact, and I said earlier that the designers always ask me for the eco-materials. I say, there's only a few materials that you should completely avoid. The rest of them, it's all about application, and at the end of the day, everything we design and produce in the economy or buy as consumers is done so for function. We want something, therefore we buy it. So breaking things back down and delivering smartly, elegantly, sophisticated solutions that take into consideration the entire system and the entire life of the thing, everything, all the way back to the extraction through to the end of life, we can start to actually find really innovative solutions.And I'll just leave you with one very quick thing that a designer said to me recently who I work with, a senior designer. I said, ""How come you're not doing sustainability? I know you know this."" And he said, ""Well, recently I pitched a sustainability project to a client, and turned and he said to me, 'I know it's going to cost less, I know it's going to sell more, but we're not pioneers, because pioneers have arrows in their backs.'""I think we've got a roomful of pioneers, and I hope there are far more pioneers out there, because we need to solve these problems.Thank you.(Applause)" +932024,127,"Our leaders need to be held accountable, says journalist Heather Brooke. And she should know: Brooke uncovered the British Parliamentary financial expenses that led to a major political scandal in 2009. She urges us to ask our leaders questions through platforms like Freedom of Information requests -- and to finally get some answers.",1137,TEDGlobal 2012,1340841600,26,Heather Brooke,Heather Brooke: My battle to expose government corruption,1,1350572558,"[{'id': 23, 'name': 'Jaw-dropping', 'count': 52}, {'id': 3, 'name': 'Courageous', 'count': 369}, {'id': 21, 'name': 'Unconvincing', 'count': 21}, {'id': 25, 'name': 'OK', 'count': 36}, {'id': 8, 'name': 'Informative', 'count': 223}, {'id': 10, 'name': 'Inspiring', 'count': 219}, {'id': 24, 'name': 'Persuasive', 'count': 185}, {'id': 11, 'name': 'Longwinded', 'count': 20}, {'id': 22, 'name': 'Fascinating', 'count': 62}, {'id': 1, 'name': 'Beautiful', 'count': 19}, {'id': 26, 'name': 'Obnoxious', 'count': 15}, {'id': 2, 'name': 'Confusing', 'count': 6}, {'id': 9, 'name': 'Ingenious', 'count': 14}, {'id': 7, 'name': 'Funny', 'count': 3}]","[{'id': 763, 'hero': 'https://pe.tedcdn.com/images/ted/147769_800x600.jpg', 'speaker': 'Peter Eigen', 'title': 'How to expose the corrupt', 'duration': 1021, 'slug': 'peter_eigen_how_to_expose_the_corrupt', 'viewed_count': 741635}, {'id': 1242, 'hero': 'https://pe.tedcdn.com/images/ted/6396a7e46d1e31309bcb9a713003fcbd086fd914_800x600.jpg', 'speaker': 'Paul Lewis', 'title': 'How mobile phones helped solve two murders', 'duration': 1013, 'slug': 'paul_lewis_crowdsourcing_the_news', 'viewed_count': 148973}, {'id': 341, 'hero': 'https://pe.tedcdn.com/images/ted/d0cb457c07c026bd2af305bd40fb28331abcb105_2880x1620.jpg', 'speaker': 'Jonathan Haidt', 'title': 'The moral roots of liberals and conservatives', 'duration': 1122, 'slug': 'jonathan_haidt_on_the_moral_mind', 'viewed_count': 2724310}, {'id': 918, 'hero': 'https://pe.tedcdn.com/images/ted/185000_800x600.jpg', 'speaker': 'Julian Assange', 'title': 'Why the world needs WikiLeaks', 'duration': 1173, 'slug': 'julian_assange_why_the_world_needs_wikileaks', 'viewed_count': 2278278}, {'id': 2553, 'hero': 'https://pe.tedcdn.com/images/ted/a9019c9c976642b9efef0b3d4f6dbcf0f3778bff_2880x1620.jpg', 'speaker': 'Gerard Ryle', 'title': 'How the Panama Papers journalists broke the biggest leak in history', 'duration': 788, 'slug': 'gerard_ryle_how_the_panama_papers_journalists_broke_the_biggest_leak_in_history', 'viewed_count': 997619}, {'id': 1673, 'hero': 'https://pe.tedcdn.com/images/ted/592908a61852075d8423362989e9fe268fefc5c9_1600x1200.jpg', 'speaker': 'Afra Raymond', 'title': 'Three myths about corruption', 'duration': 1089, 'slug': 'afra_raymond_three_myths_about_corruption', 'viewed_count': 824898}]",Journalist,"['corruption', 'culture', 'democracy', 'journalism', 'news', 'politics']",My battle to expose government corruption,"https://www.ted.com/talks/heather_brooke_my_battle_to_expose_government_corruption +","Once upon a time, the world was a big, dysfunctional family. It was run by the great and powerful parents, and the people were helpless and hopeless naughty children. If any of the more rowdier children questioned the authority of the parents, they were scolded. If they went exploring into the parents' rooms, or even into the secret filing cabinets, they were punished, and told that for their own good they must never go in there again.Then one day, a man came to town with boxes and boxes of secret documents stolen from the parents' rooms. ""Look what they've been hiding from you,"" he said. The children looked and were amazed. There were maps and minutes from meetings where the parents were slagging each other off. They behaved just like the children. And they made mistakes, too, just like the children. The only difference was, their mistakes were in the secret filing cabinets. Well, there was a girl in the town, and she didn't think they should be in the secret filing cabinets, or if they were, there ought to be a law to allow the children access. And so she set about to make it so.Well, I'm the girl in that story, and the secret documents that I was interested in were located in this building, the British Parliament, and the data that I wanted to get my hands on were the expense receipts of members of Parliament. I thought this was a basic question to ask in a democracy. (Applause) It wasn't like I was asking for the code to a nuclear bunker, or anything like that, but the amount of resistance I got from this Freedom of Information request, you would have thought I'd asked something like this.So I fought for about five years doing this, and it was one of many hundreds of requests that I made, not \u2014 I didn't \u2014 Hey, look, I didn't set out, honestly, to revolutionize the British Parliament. That was not my intention. I was just making these requests as part of research for my first book. But it ended up in this very long, protracted legal battle and there I was after five years fighting against Parliament in front of three of Britain's most eminent High Court judges waiting for their ruling about whether or not Parliament had to release this data. And I've got to tell you, I wasn't that hopeful, because I'd seen the establishment. I thought, it always sticks together. I am out of luck.Well, guess what? I won. Hooray. (Applause)Well, that's not exactly the story, because the problem was that Parliament delayed and delayed releasing that data, and then they tried to retrospectively change the law so that it would no longer apply to them. The transparency law they'd passed earlier that applied to everybody else, they tried to keep it so it didn't apply to them. What they hadn't counted on was digitization, because that meant that all those paper receipts had been scanned in electronically, and it was very easy for somebody to just copy that entire database, put it on a disk, and then just saunter outside of Parliament, which they did, and then they shopped that disk to the highest bidder, which was the Daily Telegraph, and then, you all remember, there was weeks and weeks of revelations, everything from porn movies and bath plugs and new kitchens and mortgages that had never been paid off. The end result was six ministers resigned, the first speaker of the house in 300 years was forced to resign, a new government was elected on a mandate of transparency, 120 MPs stepped down at that election, and so far, four MPs and two lords have done jail time for fraud. So, thank you. (Applause)Well, I tell you that story because it wasn't unique to Britain. It was an example of a culture clash that's happening all over the world between bewigged and bestockinged officials who think that they can rule over us without very much prying from the public, and then suddenly confronted with a public who is no longer content with that arrangement, and not only not content with it, now, more often, armed with official data itself.So we are moving to this democratization of information, and I've been in this field for quite a while. Slightly embarrassing admission: Even when I was a kid, I used to have these little spy books, and I would, like, see what everybody was doing in my neighborhood and log it down. I think that was a pretty good indication about my future career as an investigative journalist, and what I've seen from being in this access to information field for so long is that it used to be quite a niche interest, and it's gone mainstream. Everybody, increasingly, around the world, wants to know about what people in power are doing. They want a say in decisions that are made in their name and with their money. It's this democratization of information that I think is an information enlightenment, and it has many of the same principles of the first Enlightenment. It's about searching for the truth, not because somebody says it's true, ""because I say so."" No, it's about trying to find the truth based on what you can see and what can be tested. That, in the first Enlightenment, led to questions about the right of kings, the divine right of kings to rule over people, or that women should be subordinate to men, or that the Church was the official word of God.Obviously the Church weren't very happy about this, and they tried to suppress it, but what they hadn't counted on was technology, and then they had the printing press, which suddenly enabled these ideas to spread cheaply, far and fast, and people would come together in coffee houses, discuss the ideas, plot revolution.In our day, we have digitization. That strips all the physical mass out of information, so now it's almost zero cost to copy and share information. Our printing press is the Internet. Our coffee houses are social networks. We're moving to what I would think of as a fully connected system, and we have global decisions to make in this system, decisions about climate, about finance systems, about resources. And think about it \u2014 if we want to make an important decision about buying a house, we don't just go off. I mean, I don't know about you, but I want to see a lot of houses before I put that much money into it. And if we're thinking about a finance system, we need a lot of information to take in. It's just not possible for one person to take in the amount, the volume of information, and analyze it to make good decisions.So that's why we're seeing increasingly this demand for access to information. That's why we're starting to see more disclosure laws come out, so for example, on the environment, there's the Aarhus Convention, which is a European directive that gives people a very strong right to know, so if your water company is dumping water into your river, sewage water into your river, you have a right to know about it. In the finance industry, you now have more of a right to know about what's going on, so we have different anti-bribery laws, money regulations, increased corporate disclosure, so you can now track assets across borders. And it's getting harder to hide assets, tax avoidance, pay inequality. So that's great. We're starting to find out more and more about these systems.And they're all moving to this central system, this fully connected system, all of them except one. Can you guess which one? It's the system which underpins all these other systems. It's the system by which we organize and exercise power, and there I'm talking about politics, because in politics, we're back to this system, this top-down hierarchy. And how is it possible that the volume of information can be processed that needs to in this system? Well, it just can't. That's it. And I think this is largely what's behind the crisis of legitimacy in our different governments right now.So I've told you a bit about what I did to try and drag Parliament, kicking and screaming, into the 21st century, and I'm just going to give you a couple of examples of what a few other people I know are doing.So this is a guy called Seb Bacon. He's a computer programmer, and he built a site called Alaveteli, and what it is, it's a Freedom of Information platform. It's open-source, with documentation, and it allows you to make a Freedom of Information request, to ask your public body a question, so it takes all the hassle out of it, and I can tell you that there is a lot of hassle making these requests, so it takes all of that hassle out, and you just type in your question, for example, how many police officers have a criminal record? It zooms it off to the appropriate person, it tells you when the time limit is coming to an end, it keeps track of all the correspondence, it posts it up there, and it becomes an archive of public knowledge. So that's open-source and it can be used in any country where there is some kind of Freedom of Information law. So there's a list there of the different countries that have it, and then there's a few more coming on board. So if any of you out there like the sound of that and have a law like that in your country, I know that Seb would love to hear from you about collaborating and getting that into your country.This is Birgitta J\xf3nsd\xf3ttir. She's an Icelandic MP. And quite an unusual MP. In Iceland, she was one of the protesters who was outside of Parliament when the country's economy collapsed, and then she was elected on a reform mandate, and she's now spearheading this project. It's the Icelandic Modern Media Initiative, and they've just got funding to make it an international modern media project, and this is taking all of the best laws around the world about freedom of expression, protection of whistleblowers, protection from libel, source protection, and trying to make Iceland a publishing haven. It's a place where your data can be free, so when we think about, increasingly, how governments want to access user data, what they're trying to do in Iceland is make this safe haven where it can happen.In my own field of investigative journalism, we're also having to start thinking globally, so this is a site called Investigative Dashboard. And if you're trying to track a dictator's assets, for example, Hosni Mubarak, you know, he's just funneling out cash from his country when he knows he's in trouble, and what you want to do to investigate that is, you need to have access to all of the world's, as many as you can, companies' house registrations databases. So this is a website that tries to agglomerate all of those databases into one place so you can start searching for, you know, his relatives, his friends, the head of his security services. You can try and find out how he's moving out assets from that country.But again, when it comes to the decisions which are impacting us the most, perhaps, the most important decisions that are being made about war and so forth, again we can't just make a Freedom of Information request. It's really difficult. So we're still having to rely on illegitimate ways of getting information, through leaks. So when the Guardian did this investigation about the Afghan War, you know, they can't walk into the Department of Defense and ask for all the information. You know, they're just not going to get it. So this came from leaks of tens of thousands of dispatches that were written by American soldiers about the Afghan War, and leaked, and then they're able to do this investigation.Another rather large investigation is around world diplomacy. Again, this is all based around leaks, 251,000 U.S. diplomatic cables, and I was involved in this investigation because I got this leak through a leak from a disgruntled WikiLeaker and ended up going to work at the Guardian. So I can tell you firsthand what it was like to have access to this leak. It was amazing. I mean, it was amazing. It reminded me of that scene in ""The Wizard of Oz."" Do you know the one I mean? Where the little dog Toto runs across to where the wizard [is], and he pulls back, the dog's pulling back the curtain, and \u2014 ""Don't look behind the screen. Don't look at the man behind the screen."" It was just like that, because what you started to see is that all of these grand statesmen, these very pompous politicians, they were just like us. They all bitched about each other. I mean, quite gossipy, those cables. Okay, but I thought it was a very important point for all of us to grasp, these are human beings just like us. They don't have special powers. They're not magic. They are not our parents. Beyond that, what I found most fascinating was the level of endemic corruption that I saw across all different countries, and particularly centered around the heart of power, around public officials who were embezzling the public's money for their own personal enrichment, and allowed to do that because of official secrecy.So I've mentioned WikiLeaks, because surely what could be more open than publishing all the material? Because that is what Julian Assange did. He wasn't content with the way the newspapers published it to be safe and legal. He threw it all out there. That did end up with vulnerable people in Afghanistan being exposed. It also meant that the Belarussian dictator was given a handy list of all the pro-democracy campaigners in that country who had spoken to the U.S. government. Is that radical openness? I say it's not, because for me, what it means, it doesn't mean abdicating power, responsibility, accountability, it's actually being a partner with power. It's about sharing responsibility, sharing accountability. Also, the fact that he threatened to sue me because I got a leak of his leaks, I thought that showed a remarkable sort of inconsistency in ideology, to be honest, as well. (Laughs)The other thing is that power is incredibly seductive, and you must have two real qualities, I think, when you come to the table, when you're dealing with power, talking about power, because of its seductive capacity. You've got to have skepticism and humility. Skepticism, because you must always be challenging. I want to see why do you \u2014 you just say so? That's not good enough. I want to see the evidence behind why that's so. And humility because we are all human. We all make mistakes. And if you don't have skepticism and humility, then it's a really short journey to go from reformer to autocrat, and I think you only have to read ""Animal Farm"" to get that message about how power corrupts people.So what is the solution? It is, I believe, to embody within the rule of law rights to information. At the moment our rights are incredibly weak. In a lot of countries, we have Official Secrets Acts, including in Britain here. We have an Official Secrets Act with no public interest test. So that means it's a crime, people are punished, quite severely in a lot of cases, for publishing or giving away official information. Now wouldn't it be amazing, and really, this is what I want all of you to think about, if we had an Official Disclosure Act where officials were punished if they were found to have suppressed or hidden information that was in the public interest? So that \u2014 yes. Yes! My power pose. (Applause) (Laughs) I would like us to work towards that.So it's not all bad news. I mean, there definitely is progress on the line, but I think what we find is that the closer that we get right into the heart of power, the more opaque, closed it becomes. So it was only just the other week that I heard London's Metropolitan Police Commissioner talking about why the police need access to all of our communications, spying on us without any judicial oversight, and he said it was a matter of life and death. He actually said that, it was a matter of life and death. There was no evidence. He presented no evidence of that. It was just, ""Because I say so. You have to trust me. Take it on faith."" Well, I'm sorry, people, but we are back to the pre-Enlightenment Church, and we need to fight against that.So he was talking about the law in Britain which is the Communications Data Bill, an absolutely outrageous piece of legislation. In America, you have the Cyber Intelligence Sharing and Protection Act. You've got drones now being considered for domestic surveillance. You have the National Security Agency building the world's giantest spy center. It's just this colossal \u2014 it's five times bigger than the U.S. Capitol, in which they're going to intercept and analyze communications, traffic and personal data to try and figure out who's the troublemaker in society.Well, to go back to our original story, the parents have panicked. They've locked all the doors. They've kidded out the house with CCTV cameras. They're watching all of us. They've dug a basement, and they've built a spy center to try and run algorithms and figure out which ones of us are troublesome, and if any of us complain about that, we're arrested for terrorism. Well, is that a fairy tale or a living nightmare? Some fairy tales have happy endings. Some don't. I think we've all read the Grimms' fairy tales, which are, indeed, very grim. But the world isn't a fairy tale, and it could be more brutal than we want to acknowledge. Equally, it could be better than we've been led to believe, but either way, we have to start seeing it exactly as it is, with all of its problems, because it's only by seeing it with all of its problems that we'll be able to fix them and live in a world in which we can all be happily ever after. (Laughs) Thank you very much. (Applause) Thank you. (Applause)" +1811102,212,"Everyone has an opinion about how to legislate sex work (whether to legalize it, ban it or even tax it) ... but what do workers themselves think would work best? Activist Juno Mac explains four legal models that are being used around the world and shows us the model that she believes will work best to keep sex workers safe and offer greater self-determination. ""If you care about gender equality or poverty or migration or public health, then sex worker rights matter to you,"" she says. ""Make space for us in your movements."" (Adult themes)",1070,TEDxEastEnd,1454112000,23,Juno Mac,Juno Mac: The laws that sex workers really want,1,1463670567,"[{'id': 3, 'name': 'Courageous', 'count': 600}, {'id': 8, 'name': 'Informative', 'count': 572}, {'id': 10, 'name': 'Inspiring', 'count': 248}, {'id': 23, 'name': 'Jaw-dropping', 'count': 59}, {'id': 24, 'name': 'Persuasive', 'count': 387}, {'id': 1, 'name': 'Beautiful', 'count': 75}, {'id': 25, 'name': 'OK', 'count': 52}, {'id': 21, 'name': 'Unconvincing', 'count': 62}, {'id': 22, 'name': 'Fascinating', 'count': 87}, {'id': 26, 'name': 'Obnoxious', 'count': 25}, {'id': 11, 'name': 'Longwinded', 'count': 23}, {'id': 9, 'name': 'Ingenious', 'count': 17}, {'id': 7, 'name': 'Funny', 'count': 12}, {'id': 2, 'name': 'Confusing', 'count': 14}]","[{'id': 1761, 'hero': 'https://pe.tedcdn.com/images/ted/d52fbecbafb6d1d78f9b74df2776db4f1865c319_1600x1200.jpg', 'speaker': 'Al Vernacchio', 'title': ""Sex needs a new metaphor. Here's one ..."", 'duration': 501, 'slug': 'al_vernacchio_sex_needs_a_new_metaphor_here_s_one', 'viewed_count': 1836121}, {'id': 2275, 'hero': 'https://pe.tedcdn.com/images/ted/12b1c821ecffebaa90e0f741eff2f9a80ecc55eb_2880x1620.jpg', 'speaker': 'Noy Thrupkaew', 'title': 'Human trafficking is all around you. This is how it works', 'duration': 1131, 'slug': 'noy_thrupkaew_human_trafficking_is_all_around_you_this_is_how_it_works', 'viewed_count': 1591704}, {'id': 2278, 'hero': 'https://pe.tedcdn.com/images/ted/f552e29c9f47ef8059bfad8022238b79051c0e77_2880x1620.jpg', 'speaker': 'Sarah Jones', 'title': 'One woman, five characters, and a sex lesson from the future', 'duration': 1528, 'slug': 'sarah_jones_one_woman_five_characters_and_a_sex_lesson_from_the_future', 'viewed_count': 1531679}, {'id': 1909, 'hero': 'https://pe.tedcdn.com/images/ted/19d8523b9f45386879d0ffd5928cdf42fecf03e4_1600x1200.jpg', 'speaker': 'Shereen El Feki', 'title': 'A little-told tale of sex and sensuality', 'duration': 970, 'slug': 'shereen_el_feki_a_little_told_tale_of_sex_and_sensuality', 'viewed_count': 1852487}, {'id': 2658, 'hero': 'https://pe.tedcdn.com/images/ted/3dc281fced0320390e74db3bd4d1e392e7d76b57_2880x1620.jpg', 'speaker': 'Sofia Jawed-Wessel', 'title': 'The lies we tell pregnant women', 'duration': 896, 'slug': 'sofia_jawed_wessel_the_lies_we_tell_pregnant_women', 'viewed_count': 1614514}, {'id': 1931, 'hero': 'https://pe.tedcdn.com/images/ted/199d1f6d5dc4639dcc793c77402e5b17e97d901d_1600x1200.jpg', 'speaker': 'Christopher Ryan', 'title': 'Are we designed to be sexual omnivores?', 'duration': 842, 'slug': 'christopher_ryan_are_we_designed_to_be_sexual_omnivores', 'viewed_count': 1981989}]",Sex worker and activist,"['TEDx', 'activism', 'community', 'empathy', 'feminism', 'global issues', 'government', 'identity', 'inequality', 'law', 'policy', 'sex', 'sexual violence', 'social change', 'society', 'trafficking', 'women']",The laws that sex workers really want,"https://www.ted.com/talks/juno_mac_the_laws_that_sex_workers_really_want +","I want to talk about sex for money. I'm not like most of the people you'll have heard speaking about prostitution before. I'm not a police officer or a social worker. I'm not an academic, a journalist or a politician. And as you'll probably have picked up from Maryam's blurb, I'm not a nun, either.(Laughter)Most of those people would tell you that selling sex is degrading; that no one would ever choose to do it; that it's dangerous; women get abused and killed. In fact, most of those people would say, ""There should be a law against it!"" Maybe that sounds reasonable to you. It sounded reasonable to me until the closing months of 2009, when I was working two dead-end, minimum-wage jobs. Every month my wages would just replenish my overdraft. I was exhausted and my life was going nowhere. Like many others before me, I decided sex for money was a better option. Now don't get me wrong \u2014 I would have loved to have won the lottery instead. But it wasn't going to happen anytime soon, and my rent needed paying. So I signed up for my first shift in a brothel.In the years that have passed, I've had a lot of time to think. I've reconsidered the ideas I once had about prostitution. I've given a lot of thought to consent and the nature of work under capitalism. I've thought about gender inequality and the sexual and reproductive labor of women. I've experienced exploitation and violence at work. I've thought about what's needed to protect other sex workers from these things. Maybe you've thought about them, too. In this talk, I'll take you through the four main legal approaches applied to sex work throughout the world, and explain why they don't work; why prohibiting the sex industry actually exacerbates every harm that sex workers are vulnerable to. Then I'm going tell you about what we, as sex workers, actually want.The first approach is full criminalization. Half the world, including Russia, South Africa and most of the US, regulates sex work by criminalizing everyone involved. So that's seller, buyer and third parties. Lawmakers in these countries apparently hope that the fear of getting arrested will deter people from selling sex. But if you're forced to choose between obeying the law and feeding yourself or your family, you're going to do the work anyway, and take the risk.Criminalization is a trap. It's hard to get a conventional job when you have a criminal record. Potential employers won't hire you. Assuming you still need money, you'll stay in the more flexible, informal economy. The law forces you to keep selling sex, which is the exact opposite of its intended effect. Being criminalized leaves you exposed to mistreatment by the state itself. In many places you may be coerced into paying a bribe or even into having sex with a police officer to avoid arrest. Police and prison guards in Cambodia, for example, have been documented subjecting sex workers to what can only be described as torture: threats at gunpoint, beatings, electric shocks, rape and denial of food.Another worrying thing: if you're selling sex in places like Kenya, South Africa or New York, a police officer can arrest you if you're caught carrying condoms, because condoms can legally be used as evidence that you're selling sex. Obviously, this increases HIV risk. Imagine knowing if you're busted carrying condoms, it'll be used against you. It's a pretty strong incentive to leave them at home, right? Sex workers working in these places are forced to make a tough choice between risking arrest or having risky sex. What would you choose? Would you pack condoms to go to work? How about if you're worried the police officer would rape you when he got you in the van?The second approach to regulating sex work seen in these countries is partial criminalization, where the buying and selling of sex are legal, but surrounding activities, like brothel-keeping or soliciting on the street, are banned. Laws like these \u2014 we have them in the UK and in France \u2014 essentially say to us sex workers, ""Hey, we don't mind you selling sex, just make sure it's done behind closed doors and all alone."" And brothel-keeping, by the way, is defined as just two or more sex workers working together. Making that illegal means that many of us work alone, which obviously makes us vulnerable to violent offenders. But we're also vulnerable if we choose to break the law by working together. A couple of years ago, a friend of mine was nervous after she was attacked at work, so I said that she could see her clients from my place for a while. During that time, we had another guy turn nasty. I told the guy to leave or I'd call the police. And he looked at the two of us and said, ""You girls can't call the cops. You're working together, this place is illegal."" He was right. He eventually left without getting physically violent, but the knowledge that we were breaking the law empowered that man to threaten us. He felt confident he'd get away with it.The prohibition of street prostitution also causes more harm than it prevents. Firstly, to avoid getting arrested, street workers take risks to avoid detection, and that means working alone or in isolated locations like dark forests where they're vulnerable to attack. If you're caught selling sex outdoors, you pay a fine. How do you pay that fine without going back to the streets? It was the need for money that saw you in the streets in the first place. And so the fines stack up, and you're caught in a vicious cycle of selling sex to pay the fines you got for selling sex.Let me tell you about Mariana Popa who worked in Redbridge, East London. The street workers on her patch would normally wait for clients in groups for safety in numbers and to warn each other about how to avoid dangerous guys. But during a police crackdown on sex workers and their clients, she was forced to work alone to avoid being arrested. She was stabbed to death in the early hours of October 29, 2013. She had been working later than usual to try to pay off a fine she had received for soliciting.So if criminalizing sex workers hurts them, why not just criminalize the people who buy sex? This is the aim of the third approach I want to talk about \u2014 the Swedish or Nordic model of sex-work law. The idea behind this law is that selling sex is intrinsically harmful and so you're, in fact, helping sex workers by removing the option. Despite growing support for what's often described as the ""end demand"" approach, there's no evidence that it works. There's just as much prostitution in Sweden as there was before. Why might that be? It's because people selling sex often don't have other options for income. If you need that money, the only effect that a drop in business is going have is to force you to lower your prices or offer more risky sexual services. If you need to find more clients, you might seek the help of a manager. So you see, rather than putting a stop to what's often descried as pimping, a law like this actually gives oxygen to potentially abusive third parties.To keep safe in my work, I try not to take bookings from someone who calls me from a withheld number. If it's a home or a hotel visit, I try to get a full name and details. If I worked under the Swedish model, a client would be too scared to give me that information. I might have no other choice but to accept a booking from a man who is untraceable if he later turns out to be violent. If you need their money, you need to protect your clients from the police. If you work outdoors, that means working alone or in isolated locations, just as if you were criminalized yourself. It might mean getting into cars quicker, less negotiating time means snap decisions. Is this guy dangerous or just nervous? Can you afford to take the risk? Can you afford not to?Something I'm often hearing is, ""Prostitution would be fine if we made it legal and regulated it."" We call that approach legalization, and it's used by countries like the Netherlands, Germany and Nevada in the US. But it's not a great model for human rights. And in state-controlled prostitution, commercial sex can only happen in certain legally-designated areas or venues, and sex workers are made to comply with special restrictions, like registration and forced health checks. Regulation sounds great on paper, but politicians deliberately make regulation around the sex industry expensive and difficult to comply with. It creates a two-tiered system: legal and illegal work. We sometimes call it ""backdoor criminalization."" Rich, well-connected brothel owners can comply with the regulations, but more marginalized people find those hoops impossible to jump through. And even if it's possible in principle, getting a license or proper venue takes time and costs money. It's not going to be an option for someone who's desperate and needs money tonight. They might be a refugee or fleeing domestic abuse. In this two-tiered system, the most vulnerable people are forced to work illegally, so they're still exposed to all the dangers of criminalization I mentioned earlier.So. It's looking like all attempts to control or prevent sex work from happening makes things more dangerous for people selling sex. Fear of law enforcement makes them work alone in isolated locations, and allows clients and even cops to get abusive in the knowledge they'll get away with it. Fines and criminal records force people to keep selling sex, rather than enabling them to stop. Crackdowns on buyers drive sellers to take dangerous risks and into the arms of potentially abusive managers.These laws also reinforce stigma and hatred against sex workers. When France temporarily brought in the Swedish model two years ago, ordinary citizens took it as a cue to start carrying out vigilante attacks against people working on the street. In Sweden, opinion surveys show that significantly more people want sex workers to be arrested now than before the law was brought in. If prohibition is this harmful, you might ask, why it so popular?Firstly, sex work is and always has been a survival strategy for all kinds of unpopular minority groups: people of color, migrants, people with disabilities, LGBTQ people, particularly trans women. These are the groups most heavily profiled and punished through prohibitionist law. I don't think this is an accident. These laws have political support precisely because they target people that voters don't want to see or know about.Why else might people support prohibition? Well, lots of people have understandable fears about trafficking. Folks think that foreign women kidnapped and sold into sexual slavery can be saved by shutting a whole industry down. So let's talk about trafficking. Forced labor does occur in many industries, especially those where the workers are migrants or otherwise vulnerable, and this needs to be addressed. But it's best addressed with legislation targeting those specific abuses, not an entire industry. When 23 undocumented Chinese migrants drowned while picking cockles in Morecambe Bay in 2004, there were no calls to outlaw the entire seafood industry to save trafficking victims. The solution is clearly to give workers more legal protections, allowing them to resist abuse and report it to authorities without fear of arrest.The way the term trafficking is thrown around implies that all undocumented migration into prostitution is forced. In fact, many migrants have made a decision, out of economic need, to place themselves into the hands of people smugglers. Many do this with the full knowledge that they'll be selling sex when they reach their destination. And yes, it can often be the case that these people smugglers demand exorbitant fees, coerce migrants into work they don't want to do and abuse them when they're vulnerable. That's true of prostitution, but it's also true of agricultural work, hospitality work and domestic work. Ultimately, nobody wants to be forced to do any kind of work, but that's a risk many migrants are willing to take, because of what they're leaving behind. If people were allowed to migrate legally they wouldn't have to place their lives into the hands of people smugglers. The problems arise from the criminalization of migration, just as they do from the criminalization of sex work itself.This is a lesson of history. If you try to prohibit something that people want or need to do, whether that's drinking alcohol or crossing borders or getting an abortion or selling sex, you create more problems than you solve. Prohibition barely makes a difference to the amount of people actually doing those things. But it makes a huge difference as to whether or not they're safe when they do them.Why else might people support prohibition? As a feminist, I know that the sex industry is a site of deeply entrenched social inequality. It's a fact that most buyers of sex are men with money, and most sellers are women without. You can agree with all that \u2014 I do \u2014 and still think prohibition is a terrible policy. In a better, more equal world, maybe there would be far fewer people selling sex to survive, but you can't simply legislate a better world into existence. If someone needs to sell sex because they're poor or because they're homeless or because they're undocumented and they can't find legal work, taking away that option doesn't make them any less poor or house them or change their immigration status.People worry that selling sex is degrading. Ask yourself: is it more degrading than going hungry or seeing your children go hungry? There's no call to ban rich people from hiring nannies or getting manicures, even though most of the people doing that labor are poor, migrant women. It's the fact of poor migrant women selling sex specifically that has some feminists uncomfortable. And I can understand why the sex industry provokes strong feelings. People have all kinds of complicated feelings when it comes to sex. But we can't make policy on the basis of mere feelings, especially not over the heads of the people actually effected by those policies. If we get fixated on the abolition of sex work, we end up worrying more about a particular manifestation of gender inequality, rather than about the underlying causes.People get really hung up on the question, ""Well, would you want your daughter doing it?"" That's the wrong question. Instead, imagine she is doing it. How safe is she at work tonight? Why isn't she safer?So we've looked at full criminalization, partial criminalization, the Swedish or Nordic Model and legalization, and how they all cause harm. Something I never hear asked is: ""What do sex workers want?"" After all, we're the ones most affected by these laws.New Zealand decriminalized sex work in 2003. It's crucial to remember that decriminalization and legalization are not the same thing. Decriminalization means the removal of laws that punitively target the sex industry, instead treating sex work much like any other kind of work. In New Zealand, people can work together for safety, and employers of sex workers are accountable to the state. A sex worker can refuse to see a client at any time, for any reason, and 96 percent of street workers report that they feel the law protects their rights. New Zealand hasn't actually seen an increase in the amount of people doing sex work, but decriminalizing it has made it a lot safer. But the lesson from New Zealand isn't just that its particular legislation is good, but that crucially, it was written in collaboration with sex workers; namely, the New Zealand Prostitutes' Collective. When it came to making sex work safer, they were ready to hear it straight from sex workers themselves.Here in the UK, I'm part of sex worker-led groups like the Sex Worker Open University and the English Collective of Prostitutes. And we form part of a global movement demanding decriminalization and self-determination. The universal symbol of our movement is the red umbrella. We're supported in our demands by global bodies like UNAIDS, the World Health Organization and Amnesty International. But we need more allies. If you care about gender equality or poverty or migration or public health, then sex worker rights matter to you. Make space for us in your movements. That means not only listening to sex workers when we speak but amplifying our voices. Resist those who silence us, those who say that a prostitute is either too victimized, too damaged to know what's best for herself, or else too privileged and too removed from real hardship, not representative of the millions of voiceless victims. This distinction between victim and empowered is imaginary. It exists purely to discredit sex workers and make it easy to ignore us.No doubt many of you work for a living. Well, sex work is work, too. Just like you, some of us like our jobs, some of us hate them. Ultimately, most of us have mixed feelings. But how we feel about our work isn't the point. And how others feel about our work certainly isn't. What's important is that we have the right to work safely and on our own terms.Sex workers are real people. We've had complicated experiences and complicated responses to those experiences. But our demands are not complicated. You can ask expensive escorts in New York City, brothel workers in Cambodia, street workers in South Africa and every girl on the roster at my old job in Soho, and they will all tell you the same thing. You can speak to millions of sex workers and countless sex work-led organizations. We want full decriminalization and labor rights as workers.I'm just one sex worker on the stage today, but I'm bringing a message from all over the world.Thank you.(Applause)" +956175,55,"Leadership doesn't have a user's manual, but Fields Wicker-Miurin says stories of remarkable, local leaders are the next best thing. At a TED salon in London, she shares three.",995,TEDSalon London 2009,1253491200,20,Fields Wicker-Miurin,Fields Wicker-Miurin: Learning from leadership's missing manual,1,1258535820,"[{'id': 21, 'name': 'Unconvincing', 'count': 85}, {'id': 24, 'name': 'Persuasive', 'count': 63}, {'id': 8, 'name': 'Informative', 'count': 80}, {'id': 11, 'name': 'Longwinded', 'count': 129}, {'id': 25, 'name': 'OK', 'count': 99}, {'id': 26, 'name': 'Obnoxious', 'count': 44}, {'id': 10, 'name': 'Inspiring', 'count': 272}, {'id': 1, 'name': 'Beautiful', 'count': 51}, {'id': 22, 'name': 'Fascinating', 'count': 56}, {'id': 3, 'name': 'Courageous', 'count': 42}, {'id': 2, 'name': 'Confusing', 'count': 16}, {'id': 9, 'name': 'Ingenious', 'count': 7}, {'id': 23, 'name': 'Jaw-dropping', 'count': 5}, {'id': 7, 'name': 'Funny', 'count': 0}]","[{'id': 663, 'hero': 'https://pe.tedcdn.com/images/ted/124445_800x600.jpg', 'speaker': 'Itay Talgam', 'title': 'Lead like the great conductors', 'duration': 1251, 'slug': 'itay_talgam_lead_like_the_great_conductors', 'viewed_count': 2890060}, {'id': 618, 'hero': 'https://pe.tedcdn.com/images/ted/110884_800x600.jpg', 'speaker': 'Dan Pink', 'title': 'The puzzle of motivation', 'duration': 1116, 'slug': 'dan_pink_on_motivation', 'viewed_count': 18831027}, {'id': 2141, 'hero': 'https://pe.tedcdn.com/images/ted/5b9e02089f8d97c645bc134ee83be65de49f72a4_2880x1620.jpg', 'speaker': 'Mark Plotkin', 'title': ""What the people of the Amazon know that you don't"", 'duration': 995, 'slug': 'mark_plotkin_what_the_people_of_the_amazon_know_that_you_don_t', 'viewed_count': 1454853}, {'id': 2166, 'hero': 'https://pe.tedcdn.com/images/ted/dde0408cf680c4eb3b140f8be034ce7b2c88bd38_2880x1620.jpg', 'speaker': 'Tasso Azevedo', 'title': 'Hopeful lessons from the battle to save rainforests', 'duration': 916, 'slug': 'tasso_azevedo_hopeful_lessons_from_the_battle_to_save_rainforests', 'viewed_count': 877679}, {'id': 2075, 'hero': 'https://pe.tedcdn.com/images/ted/4c2a0a97a31a1e8bc7a05a2ee1835eaa636730e5_2400x1800.jpg', 'speaker': 'Shubhendu Sharma', 'title': ""An engineer's vision for tiny forests, everywhere"", 'duration': 262, 'slug': 'shubhendu_sharma_an_engineers_vision_for_tiny_forests_everywhere', 'viewed_count': 1111121}, {'id': 2546, 'hero': 'https://pe.tedcdn.com/images/ted/5ccc3bec9cc4e3fe31bd5626b9b82c2687805240_2880x1620.jpg', 'speaker': 'Shubhendu Sharma', 'title': 'How to grow a forest in your backyard', 'duration': 551, 'slug': 'shubhendu_sharma_how_to_grow_a_forest_in_your_backyard', 'viewed_count': 1320588}]",Social entrepreneur,"['environment', 'global issues', 'leadership', 'politics', 'women in business']",Learning from leadership's missing manual,"https://www.ted.com/talks/fields_wicker_miurin_learning_from_leadership_s_missing_manual +","I'm going to talk about some of my discoveries around the world through my work. These are not discoveries of planets or new technologies or science. They're discoveries of people and the way people are, and new leadership.This is Benki. Benki is a leader of the Ashaninka Nation. His people live in Brazil and in Peru. Benki comes from a village so remote up in the Amazon that to get there, either you have to fly and land on water, or go by canoe for several days. I met Benki three years ago in Sao Paulo when I'd brought him and other leaders from indigenous peoples to meet with me and leaders from around the world, because we wanted to learn from each other. We wanted to share our stories with each other.The Ashaninka people are known throughout South America for their dignity, their spirit and their resistance, starting with the Incas and continuing through the 19th century with the rubber tappers. Today's biggest threat to the Ashaninka people and to Benki comes from illegal logging \u2014 the people who come into the beautiful forest and cut down ancient mahogany trees, float them down the river to world markets. Benki knew this. He could see what was happening to his forest, to his environment, because he was taken under his grandfather's wing when he was only two years old to begin to learn about the forest and the way of life of his people. His grandfather died when he was only 10. And at that young age, 10 years old, Benki became the paje of his community. Now, in the Ashaninka tradition and culture, the paje is the most important person in the community. This is the person who contains within him all the knowledge, all the wisdom of centuries and centuries of life, and not just about his people, but about everything that his people's survival depended on: the trees, the birds, the water, the soil, the forest. So when he was only 10 and he became the paje, he began to lead his people. He began to talk to them about the forest that they needed to protect, the way of life they needed to nurture. He explained to them that it was not a question of survival of the fittest; it was a question of understanding what they needed to survive and to protect that.Eight years later, when he was a young man of 18, Benki left the forest for the first time. He went 3,000 miles on an odyssey to Rio to the Earth Summit to tell the world what was happening in his tiny, little corner. And he went because he hoped the world would listen. Some did, not everybody. But if you can imagine this young man with his headdress and his flowing robe, learning a new language, Portuguese, not to mention English, going to Rio, building a bridge to reach out to people he'd never met before \u2014 a pretty hostile world. But he wasn't dismayed.Benki came back to his village full of ideas \u2014 new technologies, new research, new ways of understanding what was going on. Since that time, he's continued to work with his people, and not only the Ashaninka Nation, but all the peoples of the Amazon and beyond. He's built schools to teach children to care for the forest. Together, he's led the reforestation of over 25 percent of the land that had been destroyed by the loggers. He's created a cooperative to help people diversify their livelihoods. And he's brought the internet and satellite technology to the forest \u2014 both so that people themselves could monitor the deforestation, but also that he could speak from the forest to the rest of the world. If you were to meet Benki and ask him, ""Why are you doing this? Why are you putting yourself at risk? Why are you making yourself vulnerable to what is often a hostile world?"" he would tell you, as he told me, ""I asked myself,"" he said, ""What did my grandparents and my great-grandparents do to protect the forest for me? And what am I doing?""So when I think of that, I wonder what our grandchildren and our great-grandchildren, when they ask themselves that question, I wonder how they will answer. For me, the world is veering towards a future we don't much want when we really think about it deep inside. It's a future we don't know the details of, but it's a future that has signs, just like Benki saw the signs around him. We know we are running out of what we need. We're running out of fresh water. We're running out of fossil fuels. We're running out of land. We know climate change is going to affect all of us. We don't know how, but we know it will. And we know that there will be more of us than ever before \u2014 five times as many people in 40 years than 60 years ago. We are running out of what we need. And we also know that the world has changed in other ways, that since 1960 there are one-third as many new countries that exist as independent entities on the planet. Egos, systems of government \u2014 figuring it out \u2014 massive change. And in addition to that, we know that five other really big countries are going to have a say in the future, a say we haven't even really started to hear yet \u2014 China, India, Russia, South Africa and Benki's own Brazil, where Benki got his civil rights only in the 1988 constitution.But you know all that. You know more than Benki knew when he left his forest and went 3,000 miles. You also know that we can't just keep doing what we've always done, because we'll get the results we've always gotten. And this reminds me of something I understand Lord Salisbury said to Queen Victoria over a hundred years ago, when she was pressing him, ""Please change."" He said, ""Change? Why change? Things are bad enough as they are."" We have to change. It's imperative to me, when I look around the world, that we need to change ourselves. We need new models of what it means to be a leader. We need new models of being a leader and a human in the world.I started life as a banker. Now I don't admit to that to anybody but my very close friends. But for the past eight years, I've done something completely different. My work has taken me around the world, where I've had the real privilege of meeting people like Benki and many others who are making change happen in their communities \u2014 people who see the world differently, who are asking different questions, who have different answers, who understand the filters that they wear when they go out into the world.This is Sanghamitra. Sanghamitra comes from Bangalore. I met Sanghamitra eight years ago when I was in Bangalore organizing a workshop with leaders of different NGO's working in some of the hardest aspects of society. Sanghamitra didn't start life as a leader of an NGO, she started her career as university professor, teaching English literature. But she realized that she was much too detached from the world doing that. She loved it, but she was too detached. And so in 1993, a long time ago, she decided to start a new organization called Samraksha focused on one of the hardest areas, one of the hardest issues in India \u2014 anywhere in the world at the time \u2014 HIV/AIDS. Since that time, Samraksha has grown from strength to strength and is now one of the leading health NGO's in India. But if you just think about the state of the world and knowledge of HIV/AIDS in 1993 \u2014 in India at that time it was skyrocketing and nobody understood why, and everyone was actually very, very afraid. Today there are still three million HIV-positive people in India. That's the second largest population in the world.When I asked Sanghamitra, ""How did you get from English literature to HIV/AIDS?"" not an obvious path, she said to me, ""It's all connected. Literature makes one sensitive, sensitive to people, to their dreams and to their ideas."" Since that time, under her leadership, Samraksha has been a pioneer in all fields related to HIV/AIDS. They have respite homes, the first, the first care centers, the first counseling services \u2014 and not just in urban, 7-million-population Bangalore, but in the hardest to reach villages in the state of Karnataka. Even that wasn't enough. She wanted to change policy at the government level. 10 of their programs that she pioneered are now government policy and funded by the government. They take care of 20,000-odd people today in over 1,000 villages around Karnataka.She works with people like Murali Krishna. Murali Krishna comes from one of those villages. He lost his wife to AIDS a couple of years ago, and he's HIV-positive. But he saw the work, the care, the compassion that Sanghamitra and her team brought to the village, and he wanted to be part of it. He's a Leaders' Quest fellow, and that helps him with his work. They've pioneered a different approach to villages. Instead of handing out information in pamphlets, as is so often the case, they bring theater troupes, songs, music, dance. And they sit around, and they talk about dreams.Sanghamitra told me just last week \u2014 she had just come back from two weeks in the villages, and she had a real breakthrough. They were sitting in a circle, talking about the dreams for the village. And the young women in the village spoke up and said, ""We've changed our dream. Our dream is for our partners, our husbands, not to be given to us because of a horoscope, but to be given to us because they've been tested for HIV."" If you are lucky enough to meet Sanghamitra and ask her why and how, how have you achieved so much? She would look at you and very quietly, very softly say, ""It just happened. It's the spirit inside.""This is Dr. Fan Jianchuan. Jianchuan comes from Sichuan Province in southwest China. He was born in 1957, and you can imagine what his childhood looked like and felt like, and what his life has been like over the last 50 tumultuous years. He's been a soldier, a teacher, a politician, a vice-mayor and a business man. But if you sat down and asked him, ""Who are you really, and what do you do?"" He would tell you, ""I'm a collector, and I curate a museum."" I was lucky; I had heard about him for years, and I finally met him earlier this year at his museum in Chengdu.He's been a collector all of his life, starting when he was four or five in the early 1960's. Now, just think of the early 1960's in China. Over a lifetime, through everything, through the Cultural Revolution and everything afterward, he's kept collecting, so that he now has over eight million pieces in his museums documenting contemporary Chinese history. These are pieces that you won't find anywhere else in the world, in part because they document parts of history Chinese choose to forget. For example, he's got over one million pieces documenting the Sino-Japanese War, a war that's not talked about in China very much and whose heroes are not honored. Why did he do all this? Because he thought a nation should never repeat the mistakes of the past.So, from commissioning slightly larger than life bronze statues of the heroes of the Sino-Japanese War, including those Chinese who then fought with each other and left mainland China to go to Taiwan, to commemorating all the unknown, ordinary soldiers who survived, by asking them to take prints of their hands, he is making sure \u2014 one man is making sure \u2014 that history is not forgotten. But it's not just Chinese heroes he cares about. This building contains the world's largest collection of documents and artifacts commemorating the U.S. role in fighting on the Chinese side in that long war \u2014 the Flying Tigers. He has nine other buildings \u2014 that are already open to the public \u2014 filled to the rafters with artifacts documenting contemporary Chinese history. Two of the most sensitive buildings include a lifetime of collection about the Cultural Revolution, a period that actually most Chinese would prefer to forget. But he doesn't want his nation ever to forget.These people inspire me, and they inspire me because they show us what is possible when you change the way you look at the world, change the way you look at your place in the world. They looked outside, and then they changed what was on the inside. They didn't go to business school. They didn't read a manual, ""How to Be a Good Leader in 10 Easy Steps."" But they have qualities we'd all recognize. They have drive, passion, commitment. They've gone away from what they did before, and they've gone to something they didn't know. They've tried to connect worlds they didn't know existed before. They've built bridges, and they've walked across them. They have a sense of the great arc of time and their tiny place in it. They know people have come before them and will follow them. And they know that they're part of a whole, that they depend on other people. It's not about them, they know that, but it has to start with them. And they have humility. It just happens.But we know it doesn't just happen, don't we? We know it takes a lot to make it happen, and we know the direction the world is going in. So I think we need succession planning on a global basis. We can't wait for the next generation, the new joiners, to come in and learn how to be the good leaders we need. I think it has to start with us. And we know, just like they knew, how hard it is. But the good news is that we don't have to figure it out as we go along; we have models, we have examples, like Benki and Sanghamitra and Jianchuan. We can look at what they've done, if we look. We can learn from what they've learned. We can change the way we see ourselves in the world. And if we're lucky, we can change the way our great-grandchildren will answer Benki's question.Thank you.(Applause)" +554360,109,"The gastric brooding frog lays its eggs just like any other frog -- then swallows them whole to incubate. That is, it did until it went extinct 30 years ago. Paleontologist Michael Archer makes a case to bring back the gastric brooding frog and the thylacine, commonly known as the Tasmanian tiger.",1056,TEDxDeExtinction,1363305600,21,Michael Archer,"Michael Archer: How we'll resurrect the gastric brooding frog, the Tasmanian tiger",1,1372345259,"[{'id': 22, 'name': 'Fascinating', 'count': 102}, {'id': 9, 'name': 'Ingenious', 'count': 34}, {'id': 24, 'name': 'Persuasive', 'count': 28}, {'id': 8, 'name': 'Informative', 'count': 69}, {'id': 25, 'name': 'OK', 'count': 13}, {'id': 3, 'name': 'Courageous', 'count': 15}, {'id': 1, 'name': 'Beautiful', 'count': 12}, {'id': 10, 'name': 'Inspiring', 'count': 47}, {'id': 21, 'name': 'Unconvincing', 'count': 1}, {'id': 23, 'name': 'Jaw-dropping', 'count': 31}, {'id': 26, 'name': 'Obnoxious', 'count': 1}, {'id': 2, 'name': 'Confusing', 'count': 1}, {'id': 7, 'name': 'Funny', 'count': 9}, {'id': 11, 'name': 'Longwinded', 'count': 0}]","[{'id': 1751, 'hero': 'https://pe.tedcdn.com/images/ted/7728f078c0d5afc37c5a5cacdbac392c45b3efd6_1600x1200.jpg', 'speaker': 'Hendrik Poinar', 'title': 'Bring back the woolly mammoth!', 'duration': 622, 'slug': 'hendrik_poinar_bring_back_the_woolly_mammoth', 'viewed_count': 948509}, {'id': 1690, 'hero': 'https://pe.tedcdn.com/images/ted/e187add1da7598f6728b2d2ecbe932c287da30e3_1600x1200.jpg', 'speaker': 'Stewart Brand', 'title': 'The dawn of de-extinction. Are you ready?', 'duration': 1104, 'slug': 'stewart_brand_the_dawn_of_de_extinction_are_you_ready', 'viewed_count': 1939540}, {'id': 402, 'hero': 'https://pe.tedcdn.com/images/ted/59184_800x600.jpg', 'speaker': 'Stewart Brand', 'title': 'The Long Now', 'duration': 1403, 'slug': 'stewart_brand_on_the_long_now', 'viewed_count': 242976}, {'id': 2354, 'hero': 'https://pe.tedcdn.com/images/ted/aa33beda36e8737f3ec0029a9df20dc8448f164d_2880x1620.jpg', 'speaker': 'Jennifer Doudna', 'title': ' How CRISPR lets us edit our DNA', 'duration': 953, 'slug': 'jennifer_doudna_we_can_now_edit_our_dna_but_let_s_do_it_wisely', 'viewed_count': 1936699}, {'id': 2570, 'hero': 'https://pe.tedcdn.com/images/ted/4b2ca98174f9bb6a74ce18474ed13b2f8c1b6f61_2880x1620.jpg', 'speaker': 'Sebastian Kraves', 'title': 'The era of personal DNA testing is here', 'duration': 784, 'slug': 'sebastian_kraves_the_era_of_personal_dna_testing_is_here', 'viewed_count': 1051992}, {'id': 2593, 'hero': 'https://pe.tedcdn.com/images/ted/0746bae172459ca122b13c42a7c2515a35c33cdd_2880x1620.jpg', 'speaker': 'Ellen Jorgensen', 'title': 'What you need to know about CRISPR', 'duration': 593, 'slug': 'ellen_jorgensen_what_you_need_to_know_about_crispr', 'viewed_count': 1400705}]",Paleontologist,"['Bioethics', 'DNA', 'TEDx', 'activism', 'animals', 'biodiversity', 'biology', 'climate change', 'conservation', 'deextinction', 'environment', 'genetics', 'history', 'innovation', 'life', 'paleontology', 'science', 'synthetic biology']","How we'll resurrect the gastric brooding frog, the Tasmanian tiger","https://www.ted.com/talks/michael_archer_how_we_ll_resurrect_the_gastric_brooding_frog_the_tasmanian_tiger +","I do want to test this question we're all interested in: Does extinction have to be forever?I'm focused on two projects I want to tell you about. One is the Thylacine Project. The other one is the Lazarus Project, and that's focused on the gastric-brooding frog. And it would be a fair question to ask, why have we focused on these two animals? Well, point number one, each of them represents a unique family of its own. We've lost a whole family. That's a big chunk of the global genome gone. I'd like it back. The second reason is that we killed these things. In the case of the thylacine, regrettably, we shot every one that we saw. We slaughtered them. In the case of the gastric-brooding frog, we may have ""fungicided"" it to death. There's a dreadful fungus that's moving through the world that's called the chytrid fungus, and it's nailing frogs all over the world. We think that's probably what got this frog, and humans are spreading this fungus.And this introduces a very important ethical point, and I think you will have heard this many times when this topic comes up. What I think is important is that, if it's clear that we exterminated these species, then I think we not only have a moral obligation to see what we can do about it, but I think we've got a moral imperative to try to do something, if we can.OK. Let me talk to you about the Lazarus Project. It's a frog. And you think, frog. Yeah, but this was not just any frog. Unlike a normal frog, which lays its eggs in the water and goes away and wishes its froglets well, this frog swallowed its fertilized eggs, swallowed them into the stomach, where it should be having food, didn't digest the eggs, and turned its stomach into a uterus. In the stomach, the eggs went on to develop into tadpoles, and in the stomach, the tadpoles went on to develop into frogs, and they grew in the stomach until eventually the poor old frog was at risk of bursting apart. It has a little cough and a hiccup, and out comes sprays of little frogs.Now, when biologists saw this, they were agog. They thought, this is incredible. No animal, let alone a frog, has been known to do this, to change one organ in the body into another. And you can imagine the medical world went nuts over this as well. If we could understand how that frog is managing the way its tummy works, is there information here that we need to understand or could usefully use to help ourselves? Now, I'm not suggesting we want to raise our babies in our stomach, but I am suggesting it's possible we might want to manage gastric secretion in the gut. And just as everybody got excited about it, bang! It was extinct.I called up my friend, Professor Mike Tyler in the University of Adelaide. He was the last person who had this frog, a colony of these things, in his lab. And I said, ""Mike, by any chance \u2014"" This was 30 or 40 years ago. ""By any chance had you kept any frozen tissue of this frog?"" And he thought about it, and he went to his deep freezer, minus 20 degrees centigrade, and he poured through everything in the freezer, and there in the bottom was a jar and it contained tissues of these frogs.This was very exciting, but there was no reason why we should expect that this would work, because this tissue had not had any antifreeze put in it, cryoprotectants, to look after it when it was frozen. And normally, when water freezes, as you know, it expands, and the same thing happens in a cell. If you freeze tissues, the water expands, damages or bursts the cell walls. Well, we looked at the tissue under the microscope. It actually didn't look bad. The cell walls looked intact. So we thought, let's give it a go.What we did is something called somatic cell nuclear transplantation. We took the eggs of a related species, a living frog, and we inactivated the nucleus of the egg. We used ultraviolet radiation to do that. And then we took the dead nucleus from the dead tissue of the extinct frog and we inserted those nuclei into that egg. Now, by rights, this is kind of like a cloning project, like what produced Dolly, but it's actually very different, because Dolly was live sheep into live sheep cells. That was a miracle, but it was workable. What we're trying to do is take a dead nucleus from an extinct species and put it into a completely different species and expect that to work. Well, we had no real reason to expect it would, and we tried hundreds and hundreds of these. And just last February, the last time we did these trials,I saw a miracle starting to happen. What we found was most of these eggs didn't work, but then suddenly, one of them began to divide. That was so exciting. And then the egg divided again. And then again. And pretty soon, we had early-stage embryos with hundreds of cells forming those. We even DNA-tested some of these cells, and the DNA of the extinct frog is in those cells. So we're very excited. This is not a tadpole. It's not a frog. But it's a long way along the journey to producing, or bringing back, an extinct species. And this is news. We haven't announced this publicly before. We're excited. We've got to get past this point. We now want this ball of cells to start to gastrulate, to turn in so that it will produce the other tissues. It'll go on and produce a tadpole and then a frog. Watch this space. I think we're going to have this frog hopping glad to be back in the world again.(Applause)Thank you.(Applause)We haven't done it yet, but keep the applause ready.The second project I want to talk to you about is the Thylacine Project. The thylacine looks a bit, to most people, like a dog, or maybe like a tiger, because it has stripes. But it's not related to any of those. It's a marsupial. It raised its young in a pouch, like a koala or a kangaroo would do, and it has a long history, a long, fascinating history, that goes back 25 million years. But it's also a tragic history.The first one that we see occurs in the ancient rain forests of Australia about 25 million years ago, and the National Geographic Society is helping us to explore these fossil deposits. This is Riversleigh. In those fossil rocks are some amazing animals. We found marsupial lions. We found carnivorous kangaroos. It's not what you usually think about as a kangaroo, but these are meat-eating kangaroos. We found the biggest bird in the world, bigger than that thing that was in Madagascar, and it too was a flesh eater. It was a giant, weird duck.And crocodiles were not behaving at that time either. You think of crocodiles as doing their ugly thing, sitting in a pool of water. These crocodiles were actually out on the land and they were even climbing trees and jumping on prey on the ground. We had, in Australia, drop crocs. They really do exist.(Laughter)But what they were dropping on was not only other weird animals but also thylacines. There were five different kinds of thylacines in those ancient forests, and they ranged from great big ones to middle-sized ones to one that was about the size of a chihuahua. Paris Hilton would have been able to carry one of these things around in a little handbag, until a drop croc landed on her.At any rate, it was a fascinating place, but unfortunately, Australia didn't stay this way. Climate change has affected the world for a long period of time, and gradually, the forests disappeared, the country began to dry out, and the number of kinds of thylacines began to decline, until by five million years ago, only one left. By 10,000 years ago, they had disappeared from New Guinea, and unfortunately, by 4,000 years ago, somebodies, we don't know who this was, introduced dingoes \u2014 this is a very archaic kind of a dog\xa0\u2014 into Australia.And as you can see, dingoes are very similar in their body form to thylacines. That similarity meant they probably competed. They were eating the same kinds of foods. It's even possible that aborigines were keeping some of these dingoes as pets, and therefore they may have had an advantage in the battle for survival. All we know is, soon after the dingoes were brought in, thylacines were extinct in the Australian mainland, and after that they only survived in Tasmania.Then, unfortunately, the next sad part of the thylacine story is that Europeans arrived in 1788, and they brought with them the things they valued, and that included sheep. They took one look at the thylacine in Tasmania, and they thought, hang on, this is not going to work. That guy is going to eat all our sheep. That was not what happened, actually. Wild dogs did eat a few of the sheep, but the thylacine got a bad rap. But immediately, the government said, that's it, let's get rid of them, and they paid people to slaughter every one that they saw. By the early 1930s, 3,000 to 4,000 thylacines had been murdered. It was a disaster, and they were about to hit the wall.Have a look at this bit of film footage. It makes me very sad because, while it's a fascinating animal, and it's amazing to think that we had the technology to film it before it actually plunged off that cliff of extinction, we didn't, unfortunately, at this same time, have a molecule of concern about the welfare for this species. These are photos of the last surviving thylacine, Benjamin, who was in the Beaumaris Zoo in Hobart. To add insult to injury, having swept this species nearly off the table, this animal, when it died of neglect \u2014 The keepers didn't let it into the hutch on a cold night in Hobart. It died of exposure, and in the morning, when they found the body of Benjamin, they still cared so little for this animal that they threw the body in the dump.Does it have to stay this way? In 1990, I was in the Australian Museum. I was fascinated by thylacines. I've always been obsessed with these animals. And I was studying skulls, trying to figure out their relationships to other sorts of animals, and I saw this jar, and here, in the jar, was a little girl thylacine pup, perhaps six months old. The guy who had found it and killed the mother had pickled the pup, and they pickled it in alcohol. I'm a paleontologist, but I still knew alcohol was a DNA preservative.But this was 1990, and I asked my geneticist friends, couldn't we think about going into this pup and extracting DNA, if it's there, and then somewhere down the line in the future, we'll use this DNA to bring the thylacine back? The geneticists laughed. But this was six years before Dolly. Cloning was science fiction. It had not happened. But then suddenly cloning did happen. And I thought, when I became director of the Australian Museum, I'm going to give this a go.I put a team together. We went into that pup to see what was in it, and we did find thylacine DNA. It was a eureka moment. We were very excited. Unfortunately, we also found a lot of human DNA. Every old curator who'd been in that museum had seen this wonderful specimen, put their hand in the jar, pulled it out and thought, ""Wow, look at that,"" plop, dropped it back in the jar, contaminating this specimen. And that was a worry. If the goal here was to get the DNA out and use the DNA down the track to try to bring a thylacine back, what we didn't want happening when the information was shoved into the machine and the wheel turned around and the lights flashed, was to have a wizened old horrible curator pop out the other end of the machine. It would've kept the curator very happy, but it wasn't going to keep us happy.So we went back to these specimens and we started digging around, and particularly, we looked into the teeth of skulls, hard parts where humans had not been able to get their fingers, and we found much better quality DNA. We found nuclear mitochondrial genes. It's there. So we got it.OK. What could we do with this stuff? Well, George Church, in his book, ""Regenesis,"" has mentioned many of the techniques that are rapidly advancing to work with fragmented DNA. We would hope that we'll be able to get that DNA back into a viable form, and then, much like we've done with the Lazarus Project, get that stuff into an egg of a host species. It has to be a different species. What could it be? Why couldn't it be a Tasmanian devil? They're related, distantly, to thylacines. And then the Tasmanian devil is going to pop a thylacine out the south end.Critics of this project say, hang on. Thylacine, Tasmanian devil? That's going to hurt. No, it's not. These are marsupials. They give birth to babies that are the size of a jelly bean. That Tasmanian devil's not even going to know it gave birth. It is, shortly, going to think it's got the ugliest Tasmanian devil baby in the world, so maybe it'll need some help to keep it going.Andrew Pask and his colleagues have demonstrated this might not be a waste of time. And it's sort of in the future, we haven't got there yet, but it's the kind of thing we want to think about. They took some of this same pickled thylacine DNA and they spliced it into a mouse genome, but they put a tag on it so that anything that this thylacine DNA produced would appear blue-green in the mouse baby. In other words, if thylacine tissues were being produced by the thylacine DNA, it would be able to be recognized. When the baby popped up, it was filled with blue-green tissues. And that tells us if we can get that genome back together, get it into a live cell, it's going to produce thylacine stuff.Is this a risk? You've taken the bits of one animal and you've mixed them into the cell of a different kind of an animal. Are we going to get a Frankenstein? Some kind of weird hybrid chimera? And the answer is no. If the only nuclear DNA that goes into this hybrid cell is thylacine DNA, that's the only thing that can pop out the other end of the devil.OK, if we can do this, could we put it back? This is a key question for everybody. Does it have to stay in a laboratory, or could we put it back where it belongs? Could we put it back in the throne of the king of beasts in Tasmania, restore that ecosystem? Or has Tasmania changed so much that that's no longer possible? I've been to Tasmania. I've been to many of the areas where the thylacines were common. I've even spoken to people, like Peter Carter here, who when I spoke to him, was 90 years old, but in 1926, this man and his father and his brother caught thylacines. They trapped them. And when I spoke to this man, I was looking in his eyes and thinking, ""Behind those eyes is a brain that has memories of what thylacines feel like, what they smelled like, what they sounded like."" He led them around on a rope. He has personal experiences that I would give my left leg to have in my head. We'd all love to have this sort of thing happen. Anyway, I asked Peter, by any chance, could he take us back to where he caught those thylacines. My interest was in whether the environment had changed. He thought hard. It was nearly 80 years before this that he'd been at this hut.At any rate, he led us down this bush track, and there, right where he remembered, was the hut, and tears came into his eyes. He looked at the hut. We went inside. There were the wooden boards on the sides of the hut where he and his father and his brother had slept at night. And he told me, as it all was flooding back in memories. He said, ""I remember the thylacines going around the hut wondering what was inside,"" and he said they made sounds like ""Yip! Yip! Yip!"" All of these are parts of his life and what he remembers. And the key question for me was to ask Peter, has it changed? And he said no. The southern beech forests surrounded his hut just like it was when he was there in 1926. The grasslands were sweeping away. That's classic thylacine habitat. And the animals in those areas were the same that were there when the thylacine was around. So could we put it back? Yes.Is that all we would do? And this is an interesting question. Sometimes you might be able to put it back, but is that the safest way to make sure it never goes extinct again? And I don't think so. I think gradually, as we see species all around the world, it's kind of a mantra that wildlife is increasingly not safe in the wild. We'd love to think it is, but we know it isn't. We need other parallel strategies coming online. And this one interests me. Some of the thylacines that were being turned in to zoos, sanctuaries, even at the museums, had collar marks on the neck. They were being kept as pets, and we know a lot of bush tales and memories of people who had them as pets, and they say they were wonderful, friendly. This particular one came in out of the forest to lick this boy and curled up around the fireplace to go to sleep. A wild animal.And I'd like to ask the question. We need to think about this. If it had not been illegal to keep these thylacines as pets then, would the thylacine be extinct now? And I'm positive it wouldn't. We need to think about this in today's world. Could it be that getting animals close to us so that we value them, maybe they won't go extinct? And this is such a critical issue for us because if we don't do that, we're going to watch more of these animals plunge off the precipice.As far as I'm concerned, this is why we're trying to do these kinds of de-extinction projects. We are trying to restore that balance of nature that we have upset.Thank you.(Applause)" +1644420,207,"The biggest surprise of discovering the Higgs boson? That there were no surprises. Gian Giudice talks us through a problem in theoretical physics: what if the Higgs field exists in an ultra-dense state that could mean the collapse of all atomic matter? With wit and charm, Giudice outlines a grim fate -- and why we shouldn't start worrying just yet.",850,TEDxCERN,1367539200,30,Gian Giudice,Gian Giudice: Why our universe might exist on a knife-edge,1,1382626930,"[{'id': 23, 'name': 'Jaw-dropping', 'count': 108}, {'id': 22, 'name': 'Fascinating', 'count': 443}, {'id': 1, 'name': 'Beautiful', 'count': 63}, {'id': 9, 'name': 'Ingenious', 'count': 59}, {'id': 24, 'name': 'Persuasive', 'count': 43}, {'id': 8, 'name': 'Informative', 'count': 318}, {'id': 2, 'name': 'Confusing', 'count': 29}, {'id': 25, 'name': 'OK', 'count': 58}, {'id': 10, 'name': 'Inspiring', 'count': 84}, {'id': 3, 'name': 'Courageous', 'count': 7}, {'id': 11, 'name': 'Longwinded', 'count': 18}, {'id': 21, 'name': 'Unconvincing', 'count': 12}, {'id': 26, 'name': 'Obnoxious', 'count': 4}, {'id': 7, 'name': 'Funny', 'count': 14}]","[{'id': 1426, 'hero': 'https://pe.tedcdn.com/images/ted/8acc0db27ae36bff8f46e0d0a88da0f333224b4c_1600x1200.jpg', 'speaker': 'Brian Greene', 'title': 'Is our universe the only universe?', 'duration': 1307, 'slug': 'brian_greene_why_is_our_universe_fine_tuned_for_life', 'viewed_count': 3327187}, {'id': 194, 'hero': 'https://pe.tedcdn.com/images/ted/21474_480x360.jpg', 'speaker': 'Murray Gell-Mann', 'title': 'Beauty, truth and ... physics?', 'duration': 962, 'slug': 'murray_gell_mann_on_beauty_and_truth_in_physics', 'viewed_count': 1181726}, {'id': 941, 'hero': 'https://pe.tedcdn.com/images/ted/194018_800x600.jpg', 'speaker': 'Dan Cobley', 'title': 'What physics taught me about marketing', 'duration': 458, 'slug': 'dan_cobley_what_physics_taught_me_about_marketing', 'viewed_count': 1373397}, {'id': 2396, 'hero': 'https://pe.tedcdn.com/images/ted/7ebb975150247d78a3648a7de909d5f086f2b4d2_2880x1620.jpg', 'speaker': 'Harry Cliff', 'title': 'Have we reached the end of physics?', 'duration': 837, 'slug': 'harry_cliff_have_we_reached_the_end_of_physics', 'viewed_count': 2291413}, {'id': 253, 'hero': 'https://pe.tedcdn.com/images/ted/40121_480x360.jpg', 'speaker': 'Brian Cox', 'title': ""CERN's supercollider"", 'duration': 899, 'slug': 'brian_cox_on_cern_s_supercollider', 'viewed_count': 3074227}, {'id': 2654, 'hero': 'https://pe.tedcdn.com/images/ted/31b809f2593bc58169a1f85ab54b85b00f6afac1_2880x1620.jpg', 'speaker': 'James Beacham', 'title': 'How we explore unanswered questions in physics', 'duration': 954, 'slug': 'james_beacham_how_we_explore_unanswered_questions_in_physics', 'viewed_count': 1430201}]",Theoretical physicist,"['String theory', 'TEDx', 'dark matter', 'energy', 'exploration', 'nanoscale', 'physics', 'science', 'universe']",Why our universe might exist on a knife-edge,"https://www.ted.com/talks/gian_giudice_why_our_universe_might_exist_on_a_knife_edge +","So last year, on the Fourth of July, experiments at the Large Hadron Collider discovered the Higgs boson. It was a historical day. There's no doubt that from now on, the Fourth of July will be remembered not as the day of the Declaration of Independence, but as the day of the discovery of the Higgs boson. Well, at least, here at CERN.But for me, the biggest surprise of that day was that there was no big surprise. In the eye of a theoretical physicist, the Higgs boson is a clever explanation of how some elementary particles gain mass, but it seems a fairly unsatisfactory and incomplete solution. Too many questions are left unanswered. The Higgs boson does not share the beauty, the symmetry, the elegance, of the rest of the elementary particle world. For this reason, the majority of theoretical physicists believe that the Higgs boson could not be the full story. We were expecting new particles and new phenomena accompanying the Higgs boson. Instead, so far, the measurements coming from the LHC show no signs of new particles or unexpected phenomena.Of course, the verdict is not definitive. In 2015, the LHC will almost double the energy of the colliding protons, and these more powerful collisions will allow us to explore further the particle world, and we will certainly learn much more.But for the moment, since we have found no evidence for new phenomena, let us suppose that the particles that we know today, including the Higgs boson, are the only elementary particles in nature, even at energies much larger than what we have explored so far. Let's see where this hypothesis is going to lead us. We will find a surprising and intriguing result about our universe, and to explain my point, let me first tell you what the Higgs is about, and to do so, we have to go back to one tenth of a billionth of a second after the Big Bang. And according to the Higgs theory, at that instant, a dramatic event took place in the universe. Space-time underwent a phase transition. It was something very similar to the phase transition that occurs when water turns into ice below zero degrees. But in our case, the phase transition is not a change in the way the molecules are arranged inside the material, but is about a change of the very fabric of space-time.During this phase transition, empty space became filled with a substance that we now call Higgs field. And this substance may seem invisible to us, but it has a physical reality. It surrounds us all the time, just like the air we breathe in this room. And some elementary particles interact with this substance, gaining energy in the process. And this intrinsic energy is what we call the mass of a particle, and by discovering the Higgs boson, the LHC has conclusively proved that this substance is real, because it is the stuff the Higgs bosons are made of. And this, in a nutshell, is the essence of the Higgs story.But this story is far more interesting than that. By studying the Higgs theory, theoretical physicists discovered, not through an experiment but with the power of mathematics, that the Higgs field does not necessarily exist only in the form that we observe today. Just like matter can exist as liquid or solid, so the Higgs field, the substance that fills all space-time, could exist in two states. Besides the known Higgs state, there could be a second state in which the Higgs field is billions and billions times denser than what we observe today, and the mere existence of another state of the Higgs field poses a potential problem. This is because, according to the laws of quantum mechanics, it is possible to have transitions between two states, even in the presence of an energy barrier separating the two states, and the phenomenon is called, quite appropriately, quantum tunneling. Because of quantum tunneling, I could disappear from this room and reappear in the next room, practically penetrating the wall. But don't expect me to actually perform the trick in front of your eyes, because the probability for me to penetrate the wall is ridiculously small. You would have to wait a really long time before it happens, but believe me, quantum tunneling is a real phenomenon, and it has been observed in many systems. For instance, the tunnel diode, a component used in electronics, works thanks to the wonders of quantum tunneling.But let's go back to the Higgs field. If the ultra-dense Higgs state existed, then, because of quantum tunneling, a bubble of this state could suddenly appear in a certain place of the universe at a certain time, and it is analogous to what happens when you boil water. Bubbles of vapor form inside the water, then they expand, turning liquid into gas. In the same way, a bubble of the ultra-dense Higgs state could come into existence because of quantum tunneling. The bubble would then expand at the speed of light, invading all space, and turning the Higgs field from the familiar state into a new state.Is this a problem? Yes, it's a big a problem. We may not realize it in ordinary life, but the intensity of the Higgs field is critical for the structure of matter. If the Higgs field were only a few times more intense, we would see atoms shrinking, neutrons decaying inside atomic nuclei, nuclei disintegrating, and hydrogen would be the only possible chemical element in the universe. And the Higgs field, in the ultra-dense Higgs state, is not just a few times more intense than today, but billions of times, and if space-time were filled by this Higgs state, all atomic matter would collapse. No molecular structures would be possible, no life.So, I wonder, is it possible that in the future, the Higgs field will undergo a phase transition and, through quantum tunneling, will be transformed into this nasty, ultra-dense state? In other words, I ask myself, what is the fate of the Higgs field in our universe? And the crucial ingredient necessary to answer this question is the Higgs boson mass. And experiments at the LHC found that the mass of the Higgs boson is about 126 GeV. This is tiny when expressed in familiar units, because it's equal to something like 10 to the minus 22 grams, but it is large in particle physics units, because it is equal to the weight of an entire molecule of a DNA constituent.So armed with this information from the LHC, together with some colleagues here at CERN, we computed the probability that our universe could quantum tunnel into the ultra-dense Higgs state, and we found a very intriguing result. Our calculations showed that the measured value of the Higgs boson mass is very special. It has just the right value to keep the universe hanging in an unstable situation. The Higgs field is in a wobbly configuration that has lasted so far but that will eventually collapse. So according to these calculations, we are like campers who accidentally set their tent at the edge of a cliff. And eventually, the Higgs field will undergo a phase transition and matter will collapse into itself.So is this how humanity is going to disappear? I don't think so. Our calculation shows that quantum tunneling of the Higgs field is not likely to occur in the next 10 to the 100 years, and this is a very long time. It's even longer than the time it takes for Italy to form a stable government.(Laughter)Even so, we will be long gone by then. In about five billion years, our sun will become a red giant, as large as the Earth's orbit, and our Earth will be kaput, and in a thousand billion years, if dark energy keeps on fueling space expansion at the present rate, you will not even be able to see as far as your toes, because everything around you expands at a rate faster than the speed of light. So it is really unlikely that we will be around to see the Higgs field collapse.But the reason why I am interested in the transition of the Higgs field is because I want to address the question, why is the Higgs boson mass so special? Why is it just right to keep the universe at the edge of a phase transition? Theoretical physicists always ask ""why"" questions. More than how a phenomenon works, theoretical physicists are always interested in why a phenomenon works in the way it works. We think that this these ""why"" questions can give us clues about the fundamental principles of nature. And indeed, a possible answer to my question opens up new universes, literally. It has been speculated that our universe is only a bubble in a soapy multiverse made out of a multitude of bubbles, and each bubble is a different universe with different fundamental constants and different physical laws. And in this context, you can only talk about the probability of finding a certain value of the Higgs mass. Then the key to the mystery could lie in the statistical properties of the multiverse. It would be something like what happens with sand dunes on a beach. In principle, you could imagine to find sand dunes of any slope angle in a beach, and yet, the slope angles of sand dunes are typically around 30, 35 degrees. And the reason is simple: because wind builds up the sand, gravity makes it fall. As a result, the vast majority of sand dunes have slope angles around the critical value, near to collapse. And something similar could happen for the Higgs boson mass in the multiverse. In the majority of bubble universes, the Higgs mass could be around the critical value, near to a cosmic collapse of the Higgs field, because of two competing effects, just as in the case of sand.My story does not have an end, because we still don't know the end of the story. This is science in progress, and to solve the mystery, we need more data, and hopefully, the LHC will soon add new clues to this story. Just one number, the Higgs boson mass, and yet, out of this number we learn so much. I started from a hypothesis, that the known particles are all there is in the universe, even beyond the domain explored so far. From this, we discovered that the Higgs field that permeates space-time may be standing on a knife edge, ready for cosmic collapse, and we discovered that this may be a hint that our universe is only a grain of sand in a giant beach, the multiverse.But I don't know if my hypothesis is right. That's how physics works: A single measurement can put us on the road to a new understanding of the universe or it can send us down a blind alley. But whichever it turns out to be, there is one thing I'm sure of: The journey will be full of surprises.Thank you.(Applause)" +833308,150,"With wisdom and wit, Anupam Mishra talks about the amazing feats of engineering built centuries ago by the people of India's Golden Desert to harvest water. These ancient aqueducts and stepwells are still used today -- and are often superior to modern water megaprojects.",1034,TEDIndia 2009,1257465600,22,Anupam Mishra,Anupam Mishra: The ancient ingenuity of water harvesting,1,1259802000,"[{'id': 3, 'name': 'Courageous', 'count': 49}, {'id': 9, 'name': 'Ingenious', 'count': 315}, {'id': 8, 'name': 'Informative', 'count': 348}, {'id': 10, 'name': 'Inspiring', 'count': 504}, {'id': 7, 'name': 'Funny', 'count': 154}, {'id': 22, 'name': 'Fascinating', 'count': 379}, {'id': 1, 'name': 'Beautiful', 'count': 188}, {'id': 25, 'name': 'OK', 'count': 31}, {'id': 24, 'name': 'Persuasive', 'count': 114}, {'id': 11, 'name': 'Longwinded', 'count': 9}, {'id': 23, 'name': 'Jaw-dropping', 'count': 165}, {'id': 2, 'name': 'Confusing', 'count': 9}, {'id': 21, 'name': 'Unconvincing', 'count': 6}, {'id': 26, 'name': 'Obnoxious', 'count': 3}]","[{'id': 69, 'hero': 'https://pe.tedcdn.com/images/ted/8bdfb6113efedf37e72cd88aa1dcf8103bcbf4e0_800x600.jpg', 'speaker': 'Wade Davis', 'title': 'Dreams from endangered cultures', 'duration': 1321, 'slug': 'wade_davis_on_endangered_cultures', 'viewed_count': 2532966}, {'id': 694, 'hero': 'https://pe.tedcdn.com/images/ted/131084_800x600.jpg', 'speaker': 'Tom Wujec', 'title': 'Learn to use the 13th-century astrolabe', 'duration': 565, 'slug': 'tom_wujec_demos_the_13th_century_astrolabe', 'viewed_count': 569027}, {'id': 655, 'hero': 'https://pe.tedcdn.com/images/ted/121586_800x600.jpg', 'speaker': 'Eric Sanderson', 'title': 'New York -- before the City', 'duration': 969, 'slug': 'eric_sanderson_pictures_new_york_before_the_city', 'viewed_count': 1431256}, {'id': 1093, 'hero': 'https://pe.tedcdn.com/images/ted/6f6ff7bcced652722e84911e31f503e354076502_800x600.jpg', 'speaker': 'Rob Harmon', 'title': 'How to keep rivers and streams flowing', 'duration': 526, 'slug': 'rob_harmon_how_the_market_can_keep_streams_flowing', 'viewed_count': 596771}, {'id': 2404, 'hero': 'https://pe.tedcdn.com/images/ted/7984fb21c387fcf63318ee5d3c094a21fb7f47d1_2880x1620.jpg', 'speaker': 'David Sedlak', 'title': '4 ways we can avoid a catastrophic drought', 'duration': 817, 'slug': 'david_sedlak_4_ways_we_can_avoid_a_catastrophic_drought', 'viewed_count': 1013957}, {'id': 2672, 'hero': 'https://pe.tedcdn.com/images/ted/36a01016eb74b112d7b3bd0318372d6f5cc172a9_2880x1620.jpg', 'speaker': 'Deepika Kurup', 'title': ""A young scientist's quest for clean water"", 'duration': 479, 'slug': 'deepika_kurup_a_young_scientist_s_quest_for_clean_water', 'viewed_count': 958774}]",Environmental activist,"['architecture', 'design', 'environment', 'history', 'india', 'innovation', 'photography', 'rivers', 'sustainability', 'water']",The ancient ingenuity of water harvesting,"https://www.ted.com/talks/anupam_mishra_the_ancient_ingenuity_of_water_harvesting +","For emotions, we should not move quickly to the desert. So, first, a small housekeeping announcement: please switch off your proper English check programs installed in your brain. (Applause)So, welcome to the Golden Desert, Indian desert. It receives the least rainfall in the country, lowest rainfall. If you are well-versed with inches, nine inches, centimeters, 16 [centimeters]. The groundwater is 300 feet deep, 100 meters. And in most parts it is saline, not fit for drinking. So, you can't install hand pumps or dig wells, though there is no electricity in most of the villages. But suppose you use the green technology, solar pumps \u2014 they are of no use in this area.So, welcome to the Golden Desert. Clouds seldom visit this area. But we find 40 different names of clouds in this dialect used here. There are a number of techniques to harvest rain. This is a new work, it's a new program. But for the desert society this is no program; this is their life. And they harvest rain in many ways. So, this is the first device they use in harvesting rain. It's called kunds; somewhere it is called [unclear].And you can notice they have created a kind of false catchment. The desert is there, sand dunes, some small field. And this is all big raised platform. You can notice the small holes the water will fall on this catchment, and there is a slope. Sometimes our engineers and architects do not care about slopes in bathrooms, but here they will care properly. And the water will go where it should go. And then it is 40 feet deep. The waterproofing is done perfectly, better than our city contractors, because not a single drop should go waste in this.They collect 100 thousand liters in one season. And this is pure drinking water. Below the surface there is hard saline water. But now you can have this for year round. It's two houses. We often use a term called bylaws. Because we are used to get written things. But here it is unwritten by law. And people made their house, and the water storage tanks. These raised up platforms just like this stage. In fact they go 15 feet deep, and collect rain water from roof, there is a small pipe, and from their courtyard. It can also harvest something like 25,000 in a good monsoon.Another big one, this is of course out of the hardcore desert area. This is near Jaipur. This is called the Jaigarh Fort. And it can collect six million gallons of rainwater in one season. The age is 400 years. So, since 400 years it has been giving you almost six million gallons of water per season. You can calculate the price of that water. It draws water from 15 kilometers of canals.You can see a modern road, hardly 50 years old. It can break sometimes. But this 400 year old canal, which draws water, it is maintained for so many generations. Of course if you want to go inside, the two doors are locked. But they can be opened for TED people. (Laughter) And we request them. You can see person coming up with two canisters of water. And the water level \u2014 these are not empty canisters \u2014 water level is right up to this. It can envy many municipalities, the color, the taste, the purity of this water. And this is what they call Zero B type of water, because it comes from the clouds, pure distilled water.We stop for a quick commercial break, and then we come back to the traditional systems. The government thought that this is a very backward area and we should bring a multi-million dollar project to bring water from the Himalayas. That's why I said that this is a commercial break. (Laughter) But we will come back, once again, to the traditional thing. So, water from 300, 400 kilometers away, soon it become like this. In many portions, water hyacinth covered these big canals like anything.Of course there are some areas where water is reaching, I'm not saying that it is not reaching at all. But the tail end, the Jaisalmer area, you will notice in Bikaner things like this: where the water hyacinth couldn't grow, the sand is flowing in these canals. The bonus is that you can find wildlife around it. (Laughter)We had full-page advertisements, some 30 years, 25 years ago when this canal came. They said that throw away your traditional systems, these new cement tanks will supply you piped water. It's a dream. And it became a dream also. Because soon the water was not able to reach these areas. And people started renovating their own structures.These are all traditional water structures, which we won't be able to explain in such a short time. But you can see that no woman is standing on those. (Laughter) And they are plaiting hair. (Applause) Jaisalmer. This is heart of desert. This town was established 800 years ago. I'm not sure by that time Bombay was there, or Delhi was there, or Chennai was there, or Bangalore was there.So, this was the terminal point for silk route. Well connected, 800 years ago, through Europe. None of us were able to go to Europe, but Jaisalmer was well connected to it. And this is the 16 centimeter area. Such a limited rainfall, and highest colorful life flourished in these areas. You won't find water in this slide. But it is invisible. Somewhere a stream or a rivulet is running through here. Or, if you want to paint, you can paint it blue throughout because every roof which you see in this picture collects rainwater drops and deposit in the rooms.But apart from this system, they designed 52 beautiful water bodies around this town. And what we call private public partnership you can add estate also. So, estate, public and private entrepreneurs work together to build this beautiful water body. And it's a kind of water body for all seasons. You will admire it. Just behold the beauty throughout the year. Whether water level goes up or down, the beauty is there throughout.Another water body, dried up, of course, during the summer period, but you can see how the traditional society combines engineering with aesthetics, with the heart. These statues, marvelous statues, gives you an idea of water table. When this rain comes and the water starts filling this tank, it will submerge these beautiful statues in what we call in English today ""mass communication."" This was for mass communication. Everybody in the town will know that this elephant has drowned, so water will be there for seven months or nine months, or 12 months. And then they will come and worship this pond, pay respect, their gratitude.Another small water body, called the [unclear]. It is difficult to translate in English, especially in my English. But the nearest would be ""glory,"" a reputation. The reputation in desert of this small water body is that it never dries up. In severe drought periods nobody has seen this water body getting dried up. And perhaps they knew the future also. It was designed some 150 years ago. But perhaps they knew that on sixth, November, 2009, there will be a TED green and blue session, so they painted it like this. (Laughter) (Applause)Dry water body. Children are standing on a very difficult device to explain. This is called kund. We have, in English, surface water and ground water. But this is not ground water. You can draw ground water from any well. But this is no ordinary well. It squeeze the moisture hidden in the sand. And they have dubbed this water as the third one called [unclear]. And there is a gypsum belt running below it. And it was deposited by the great mother Earth, some three million years ago. And where we have this gypsum strip they can harvest this water.This is the same dry water body. Now, you don't find any kund; they are all submerged. But when the water goes down they will be able to draw water from those structures throughout the year. This year they have received only six centimeters. Six centimeter of rainfall, and they can telephone you that if you find any water problem in your city, Delhi, Bombay, Bangalore, Mysore, please come to our area of six centimeters, we can give you water. (Laughter)How they maintain them? There are three things: concept, planning, making the actual thing, and also maintaining them. It is a structure for maintain, for centuries, by generations, without any department, without any funding, So the secret is ""[unclear],"" respect. Your own thing, not personal property, my property, every time.So, these stone pillars will remind you that you are entering into a water body area. Don't spit, don't do anything wrong, so that the clean water can be collected. Another pillar, stone pillar on your right side. If you climb these three, six steps you will find something very nice. This was done in 11th century. And you have to go further down. They say that a picture is worth a thousand words, so we can say a thousand words right now, an another thousand words. If the water table goes down, you will find new stairs. If it comes up, some of them will be submerged. So, throughout the year this beautiful system will give you some pleasure. Three sides, such steps, on the fourth side there is a four-story building where you can organize such TED conferences anytime. (Applause)Excuse me, who built these structures? They are in front of you. The best civil engineers we had, the best planners, the best architects. We can say that because of them, because of their forefathers, India could get the first engineering college in 1847. There were no English medium schools at that time, even no Hindi schools, [unclear] schools. But such people, compelled to the East India Company, which came here for business, a very dirty kind of business ... (Laughter) but not to create the engineering colleges. But because of them, first engineering college was created in a small village, not in the town.The last point, we all know in our primary schools that that camel is a ship of desert. So, you can find through your Jeep, a camel, and a cart. This tire comes from the airplane. So, look at the beauty from the desert society who can harvest rainwater, and also create something through a tire from a jet plane, and used in a camel cart.Last picture, it's a tattoo, 2,000-years-old tattoo. They were using it on their body. Tattoo was, at one time, a kind of a blacklisted or con thing, but now it is in thing. (Laughter) (Applause) You can copy this tattoo. I have some posters of this. (Laughter) The center of life is water. These are the beautiful waves. These are the beautiful stairs which we just saw in one of the slides. These are the trees. And these are the flowers which add fragrance to our lives. So, this is the message of desert. Thank you very much. (Applause)Chris Anderson: So, first of all, I wish I had your eloquence, truly, in any language. (Applause) These artifacts and designs are inspiring. Do you believe that they can be used elsewhere, that the world can learn from this? Or is this just right for this place?Anupam Mishra: No, the basic idea is to utilize water that falls on our area. So, the ponds, the open bodies, are everywhere, right from Sri Lanka to Kashmir, and in other parts also. And these [unclear], which stored water, there are two type of things. One recharge, and one stores. So, it depends on the terrain. But kund, which uses the gypsum belt, for that you have to go back to your calendar, three million years ago. If it is there it can be done right now. Otherwise, it can't be done. (Laughter) (Applause)CA: Thank you so much. (Applause)" +745252,279,"Kicking off the TED2013 conference, Jennifer Granholm asks a very American question with worldwide implications: How do we make more jobs? Her big idea: Invest in new alternative energy sources. And her big challenge: Can it be done with or without our broken Congress?",761,TED2013,1361836800,22,Jennifer Granholm,Jennifer Granholm: A clean energy proposal -- race to the top!,1,1362089201,"[{'id': 7, 'name': 'Funny', 'count': 17}, {'id': 9, 'name': 'Ingenious', 'count': 59}, {'id': 10, 'name': 'Inspiring', 'count': 117}, {'id': 24, 'name': 'Persuasive', 'count': 146}, {'id': 3, 'name': 'Courageous', 'count': 51}, {'id': 21, 'name': 'Unconvincing', 'count': 84}, {'id': 1, 'name': 'Beautiful', 'count': 14}, {'id': 22, 'name': 'Fascinating', 'count': 17}, {'id': 23, 'name': 'Jaw-dropping', 'count': 10}, {'id': 8, 'name': 'Informative', 'count': 61}, {'id': 25, 'name': 'OK', 'count': 41}, {'id': 11, 'name': 'Longwinded', 'count': 20}, {'id': 2, 'name': 'Confusing', 'count': 8}, {'id': 26, 'name': 'Obnoxious', 'count': 26}]","[{'id': 1678, 'hero': 'https://pe.tedcdn.com/images/ted/6c16e9be449a6f2ff8940eb95257ad31ae7e0b4a_1600x1200.jpg', 'speaker': 'Sugata Mitra', 'title': 'Build a School in the Cloud', 'duration': 1351, 'slug': 'sugata_mitra_build_a_school_in_the_cloud', 'viewed_count': 2895821}, {'id': 1574, 'hero': 'https://pe.tedcdn.com/images/ted/a2f5350e007ffd71452aea058f9ae26fe59a6245_1600x1200.jpg', 'speaker': 'Andrew McAfee', 'title': 'Are droids taking our jobs?', 'duration': 847, 'slug': 'andrew_mcafee_are_droids_taking_our_jobs', 'viewed_count': 956325}, {'id': 767, 'hero': 'https://pe.tedcdn.com/images/ted/150046_800x600.jpg', 'speaker': 'Bill Gates', 'title': 'Innovating to zero!', 'duration': 1669, 'slug': 'bill_gates', 'viewed_count': 4329369}, {'id': 128, 'hero': 'https://pe.tedcdn.com/images/ted/29a5aa128f9a31d66cd97b6e0549e971d6da02cb_1600x1200.jpg', 'speaker': 'John Doerr', 'title': 'Salvation (and profit) in greentech', 'duration': 1072, 'slug': 'john_doerr_sees_salvation_and_profit_in_greentech', 'viewed_count': 805201}, {'id': 1778, 'hero': 'https://pe.tedcdn.com/images/ted/70d4dba037e672dd2870bcda1dcbb5373bf7772a_1600x1200.jpg', 'speaker': 'Eric X. Li', 'title': 'A tale of two political systems', 'duration': 1237, 'slug': 'eric_x_li_a_tale_of_two_political_systems', 'viewed_count': 2449732}, {'id': 2819, 'hero': 'https://pe.tedcdn.com/images/ted/0a1e6a2180294d60348a4b480b5e6b40f9b60151_2880x1620.jpg', 'speaker': 'Noah Feldman', 'title': 'Hamilton vs. Madison and the birth of American partisanship', 'duration': 857, 'slug': 'noah_feldman_hamilton_vs_madison_and_the_birth_of_american_partisanship', 'viewed_count': 867933}]",Former governor of Michigan,"['energy', 'global issues', 'work']",A clean energy proposal -- race to the top!,"https://www.ted.com/talks/jennifer_granholm_a_clean_energy_proposal_race_to_the_top +","Well, I was introduced as the former Governor of Michigan, but actually I'm a scientist. All right, a political scientist, it doesn't really count, but my laboratory was the laboratory of democracy that is Michigan, and, like any good scientist, I was experimenting with policy about what would achieve the greatest good for the greatest number. But there were three problems, three enigmas that I could not solve, and I want to share with you those problems, but most importantly, I think I figured out a proposal for a solution.The first problem that not just Michigan, but every state, faces is, how do you create good jobs in America in a global economy?So let me share with you some empirical data from my lab. I was elected in 2002 and, at the end of my first year in office in 2003, I got a call from one of my staff members, who said, ""Gov, we have a big problem. We have a little tiny community called Greenville, Michigan, population 8,000, and they are about to lose their major employer, which is a refrigerator factory that's operated by Electrolux.""And I said, ""Well, how many people work at Electrolux?""And he said, ""3,000 of the 8,000 people in Greenville.""So it is a one-company town. And Electrolux was going to go to Mexico.So I said, ""Forget that. I'm the new Governor. We can fix this. We're going to go to Greenville with my whole cabinet and we will just make Electrolux an offer they can't refuse.""So I brought my whole cabinet, and we met with all of the pooh-bahs of little Greenville \u2014 the mayor, the city manager, the head of the community college \u2014 and we basically emptied our pockets and put all of our chips on the table, incentives, you name it, to convince Electrolux to stay, and as we made our pile of chips, we slid them across the table to the management of Electrolux. And in the pile were things like zero taxes for 20 years, or that we'd help to build a new factory for the company, we'd help to finance it. The UAW, who represented the workers, said they would offer unprecedented concessions, sacrifices to just keep those jobs in Greenville.So the management of Electrolux took our pile, our list of incentives, and they went outside the room for 17 minutes, and they came back in and they said, ""Wow, this is the most generous any community has ever been to try to keep jobs here. But there's nothing you can do to compensate for the fact that we can pay $1.57 an hour in Juarez, Mexico. So we're leaving.""And they did. And when they did, it was like a nuclear bomb went off in little Greenville. In fact, they did implode the factory. That's a guy that is walking on his last day of work. And on the month that the last refrigerator rolled off the assembly line, the employees of Electrolux in Greenville, Michigan, had a gathering for themselves that they called the last supper. It was in a big pavilion in Greenville, an indoor pavilion, and I went to it because I was so frustrated as Governor that I couldn't stop the outflow of these jobs, and I wanted to grieve with them, and as I went into the room\u2014 there's thousands of people there. It was a just big thing. People were eating boxed lunches on roundtop tables, and there was a sad band playing music, or a band playing sad music, probably both. (Laughter)And this guy comes up to me, and he's got tattoos and his ponytail and his baseball cap on, and he had his two daughters with him, and he said, ""Gov, these are my two daughters."" He said, ""I'm 48 years old, and I have worked at this factory for 30 years. I went from high school to factory. My father worked at this factory,"" he said. ""My grandfather worked at this factory. All I know is how to make refrigerators."" And he looked at his daughters, and he puts his hand on his chest, and he says, ""So, Gov, tell me, who is ever going to hire me? Who is ever going to hire me?"" And that was asked not just by that guy but by everyone in the pavilion, and frankly, by every worker at one of the 50,000 factories that closed in the first decade of this century. Enigma number one: How do you create jobs in America in a global economy?Number two, very quickly: How do you solve global climate change when we don't even have a national energy policy in this country and when gridlock in Congress seems to be the norm? In fact, there was a poll that was done recently and the pollster compared Congress's approval ratings to a number of other unpleasant things, and it was found, in fact, that Congress's approval rating is worse than cockroaches, lice, Nickelback the band, root canals and Donald Trump. (Laughter) But wait, the good news is it's at least better than meth labs and gonorrhea. (Laughter) We got a problem, folks.So it got me thinking, what is it? What in the laboratory that I see out there, the laboratories of democracy, what has happened? What policy prescriptions have happened that actually cause changes to occur and that have been accepted in a bipartisan way? So if I asked you, for example, what was the Obama Administration policy that caused massive changes across the country, what would you say? You might say Obamacare, except for those were not voluntary changes. As we know, only half the states have opted in. We might say the Recovery Act, but those didn't require policy changes. The thing that caused massive policy changes to occur was Race to the Top for education. Why? The government put a $4.5 billion pot and said to the governors across the country, compete for it. Forty-eight governors competed, convincing 48 state legislatures to essentially raise standards for high schoolers so that they all take a college prep curriculum. Forty-eight states opted in, creating a national [education] policy from the bottom up.So I thought, well, why can't we do something like that and create a clean energy jobs race to the top? Because after all, if you look at the context, 1.6 trillion dollars has been invested in the past eight years from the private sector globally, and every dollar represents a job, and where are those jobs going? Well, they're going to places that have policy, like China. In fact, I was in China to see what they were doing, and they were putting on a dog-and-pony show for the group that I was with, and I was standing in the back of the room during one of the demonstrations and standing next to one of the Chinese officials, and we were watching, and he says, ""So, Gov, when do you think the U.S. is going to get national energy policy?"" And I said, ""Oh my God \u2014 Congress, gridlock, who knows?""And this is what he did, he goes, he says, ""Take your time."" Because they see our passivity as their opportunity.So what if we decided to create a challenge to the governors of the country, and the price to entry into this competition used the same amount that the bipartisan group approved in Congress for the Race to the Top for education, 4.5 billion, which sounds like a lot, but actually it's less than one tenth of one percent of federal spending. It's a rounding error on the federal side. But price to entry into that competition would be, you could just, say, use the President's goal. He wants Congress to adopt a clean energy standard of 80 percent by 2030, in other words, that you'd have to get 80 percent of your energy from clean sources by the year 2030. Why not ask all of the states to do that instead? And imagine what might happen, because every region has something to offer. You might take states like Iowa and Ohio \u2014 two very important political states, by the way \u2014 those two governors, and they would say, we're going to lead the nation in producing the wind turbines and the wind energy. You might say the solar states, the sun belt, we're going to be the states that produce solar energy for the country, and maybe Jerry Brown says, ""Well, I'm going to create an industry cluster in California to be able to produce the solar panels so that we're not buying them from China but we're buying them from the U.S."" In fact, every region of the country could do this. You see, you've got solar and wind opportunity all across the nation. In fact, if you look just at the upper and northern states in the West, they could do geothermal, or you could look at Texas and say, we could lead the nation in the solutions to smart grid. In the middle eastern states which have access to forests and to agricultural waste, they might say, we're going to lead the nation in biofuels. In the upper northeast, we're going to lead the nation in energy efficiency solutions. Along the eastern seaboard, we're going to lead the nation in offshore wind. You might look at Michigan and say, we're going to lead the nation in producing the guts for the electric vehicle, like the lithium ion battery. Every region has something to offer, and if you created a competition, it respects the states and it respects federalism. It's opt-in. You might even get Texas and South Carolina, who didn't opt into the education Race to the Top, you might even get them to opt in. Why? Because Republican and Democratic governors love to cut ribbons. We want to bring jobs. I'm just saying. And it fosters innovation at the state level in these laboratories of democracy.Now, any of you who are watching anything about politics lately might say, ""Okay, great idea, but really? Congress putting four and a half billion dollars on the table? They can't agree to anything."" So you could wait and go through Congress, although you should be very impatient. Or, you renegades, we could go around Congress. Go around Congress. What if we created a private sector challenge to the governors? What if several of the high-net worth companies and individuals who are here at TED decided that they would create, band together, just a couple of them, and create a national competition to the governors to have a race to the top and see how the governors respond? What if it all started here at TED? What if you were here when we figured out how to crack the code to create good paying jobs in America \u2014 (Applause) \u2014 and get national energy policy and we created a national energy strategy from the bottom up?Because, dear TEDsters, if you are impatient like I am, you know that our economic competitors, our other nations, are in the game and are eating us for lunch. And we can get in the game or not. We can be at the table or we can be on the table. And I don't know about you, but I prefer to dine.Thank you all so much. (Applause)" +1349669,300,"Poet, writer, activist Eve Ensler lived in her head. In this powerful talk from TEDWomen, she talks about her lifelong disconnection from her body -- and how two shocking events helped her to connect with the reality, the physicality of being human.",778,TEDWomen 2010,1291420800,37,Eve Ensler,"Eve Ensler: Suddenly, my body",1,1312563975,"[{'id': 10, 'name': 'Inspiring', 'count': 828}, {'id': 3, 'name': 'Courageous', 'count': 769}, {'id': 24, 'name': 'Persuasive', 'count': 90}, {'id': 1, 'name': 'Beautiful', 'count': 498}, {'id': 22, 'name': 'Fascinating', 'count': 158}, {'id': 23, 'name': 'Jaw-dropping', 'count': 246}, {'id': 8, 'name': 'Informative', 'count': 56}, {'id': 7, 'name': 'Funny', 'count': 10}, {'id': 9, 'name': 'Ingenious', 'count': 41}, {'id': 11, 'name': 'Longwinded', 'count': 119}, {'id': 26, 'name': 'Obnoxious', 'count': 204}, {'id': 21, 'name': 'Unconvincing', 'count': 127}, {'id': 2, 'name': 'Confusing', 'count': 122}, {'id': 25, 'name': 'OK', 'count': 79}]","[{'id': 751, 'hero': 'https://pe.tedcdn.com/images/ted/bcb8a0ada2ec0012b2fb1405ceb2b8f3986edc83_1600x1200.jpg', 'speaker': 'Eve Ensler', 'title': 'Embrace your inner girl', 'duration': 1194, 'slug': 'eve_ensler_embrace_your_inner_girl', 'viewed_count': 1224292}, {'id': 1071, 'hero': 'https://pe.tedcdn.com/images/ted/8998ba4233954c1d2762540aee94dcbad9b83892_800x600.jpg', 'speaker': 'Hawa Abdi + Deqo Mohamed', 'title': 'Mother and daughter doctor-heroes', 'duration': 523, 'slug': 'mother_and_daughter_doctor_heroes_hawa_abdi_deqo_mohamed', 'viewed_count': 348648}, {'id': 2120, 'hero': 'https://pe.tedcdn.com/images/ted/dcc970f64ba2e32cbb5824a2430d6303515924bd_2880x1620.jpg', 'speaker': 'Debra Jarvis', 'title': ""Yes, I survived cancer. But that doesn't define me"", 'duration': 969, 'slug': 'debra_jarvis_yes_i_survived_cancer_but_that_doesn_t_define_me', 'viewed_count': 970690}, {'id': 859, 'hero': 'https://pe.tedcdn.com/images/ted/055b61a8ce3f799846f9dbdecbe2c30d0d0726bd_1600x1200.jpg', 'speaker': 'William Li', 'title': 'Can we eat to starve cancer?', 'duration': 1202, 'slug': 'william_li', 'viewed_count': 4149094}, {'id': 64, 'hero': 'https://pe.tedcdn.com/images/ted/fc7e99f972e2533d8f6f6be66d16dc84ea7d9e3c_2880x1620.jpg', 'speaker': 'Eve Ensler', 'title': 'Happiness in body and soul', 'duration': 1225, 'slug': 'eve_ensler_on_happiness_in_body_and_soul', 'viewed_count': 1131898}, {'id': 1229, 'hero': 'https://pe.tedcdn.com/images/ted/5d63c106befe8b4c09b275c680cb8721e8569438_800x600.jpg', 'speaker': 'Elizabeth Murchison', 'title': 'Fighting a contagious cancer', 'duration': 783, 'slug': 'elizabeth_murchison', 'viewed_count': 484266}]","Playwright, activist","['Human body', 'activism', 'brain', 'cancer', 'culture', 'poetry']","Suddenly, my body","https://www.ted.com/talks/eve_ensler +","For a long time, there was me, and my body. Me was composed of stories, of cravings, of strivings, of desires of the future. Me was trying not to be an outcome of my violent past, but the separation that had already occurred between me and my body was a pretty significant outcome. Me was always trying to become something, somebody. Me only existed in the trying. My body was often in the way.Me was a floating head. For years, I actually only wore hats. It was a way of keeping my head attached. It was a way of locating myself. I worried that [if] I took my hat off I wouldn't be here anymore. I actually had a therapist who once said to me, ""Eve, you've been coming here for two years, and, to be honest, it never occurred to me that you had a body."" All this time I lived in the city because, to be honest, I was afraid of trees. I never had babies because heads cannot give birth. Babies actually don't come out of your mouth.As I had no reference point for my body, I began to ask other women about their bodies \u2014 in particular, their vaginas, because I thought vaginas were kind of important. This led to me writing ""The Vagina Monologues,"" which led to me obsessively and incessantly talking about vaginas everywhere I could. I did this in front of many strangers. One night on stage, I actually entered my vagina. It was an ecstatic experience. It scared me, it energized me, and then I became a driven person, a driven vagina.I began to see my body like a thing, a thing that could move fast, like a thing that could accomplish other things, many things, all at once. I began to see my body like an iPad or a car. I would drive it and demand things from it. It had no limits. It was invincible. It was to be conquered and mastered like the Earth herself. I didn't heed it; no, I organized it and I directed it. I didn't have patience for my body; I snapped it into shape. I was greedy. I took more than my body had to offer. If I was tired, I drank more espressos. If I was afraid, I went to more dangerous places.Oh sure, sure, I had moments of appreciation of my body, the way an abusive parent can sometimes have a moment of kindness. My father was really kind to me on my 16th birthday, for example. I heard people murmur from time to time that I should love my body, so I learned how to do this. I was a vegetarian, I was sober, I didn't smoke. But all that was just a more sophisticated way to manipulate my body \u2014 a further disassociation, like planting a vegetable field on a freeway.As a result of me talking so much about my vagina, many women started to tell me about theirs \u2014 their stories about their bodies. Actually, these stories compelled me around the world, and I've been to over 60 countries. I heard thousands of stories, and I have to tell you, there was always this moment where the women shared with me that particular moment when she separated from her body \u2014 when she left home. I heard about women being molested in their beds, flogged in their burqas, left for dead in parking lots, acid burned in their kitchens. Some women became quiet and disappeared. Other women became mad, driven machines like me.In the middle of my traveling, I turned 40 and I began to hate my body, which was actually progress, because at least my body existed enough to hate it. Well my stomach \u2014 it was my stomach I hated. It was proof that I had not measured up, that I was old and not fabulous and not perfect or able to fit into the predetermined corporate image in shape. My stomach was proof that I had failed, that it had failed me, that it was broken. My life became about getting rid of it and obsessing about getting rid of it. In fact, it became so extreme I wrote a play about it. But the more I talked about it, the more objectified and fragmented my body became. It became entertainment; it became a new kind of commodity, something I was selling.Then I went somewhere else. I went outside what I thought I knew. I went to the Democratic Republic of Congo. And I heard stories that shattered all the other stories. I heard stories that got inside my body. I heard about a little girl who couldn't stop peeing on herself because so many grown soldiers had shoved themselves inside her. I heard an 80-year-old woman whose legs were broken and pulled out of her sockets and twisted up on her head as the soldiers raped her like that. There are thousands of these stories, and many of the women had holes in their bodies \u2014 holes, fistula \u2014 that were the violation of war \u2014 holes in the fabric of their souls. These stories saturated my cells and nerves, and to be honest, I stopped sleeping for three years.All the stories began to bleed together. The raping of the Earth, the pillaging of minerals, the destruction of vaginas \u2014 none of these were separate anymore from each other or me. Militias were raping six-month-old babies so that countries far away could get access to gold and coltan for their iPhones and computers. My body had not only become a driven machine, but it was responsible now for destroying other women's bodies in its mad quest to make more machines to support the speed and efficiency of my machine.Then I got cancer \u2014 or I found out I had cancer. It arrived like a speeding bird smashing into a windowpane. Suddenly, I had a body, a body that was pricked and poked and punctured, a body that was cut wide open, a body that had organs removed and transported and rearranged and reconstructed, a body that was scanned and had tubes shoved down it, a body that was burning from chemicals. Cancer exploded the wall of my disconnection. I suddenly understood that the crisis in my body was the crisis in the world, and it wasn't happening later, it was happening now.Suddenly, my cancer was a cancer that was everywhere, the cancer of cruelty, the cancer of greed, the cancer that gets inside people who live down the streets from chemical plants \u2014 and they're usually poor \u2014 the cancer inside the coal miner's lungs, the cancer of stress for not achieving enough, the cancer of buried trauma, the cancer in caged chickens and polluted fish, the cancer in women's uteruses from being raped, the cancer that is everywhere from our carelessness.In his new and visionary book, ""New Self, New World,"" the writer Philip Shepherd says, ""If you are divided from your body, you are also divided from the body of the world, which then appears to be other than you or separate from you, rather than the living continuum to which you belong."" Before cancer, the world was something other. It was as if I was living in a stagnant pool and cancer dynamited the boulder that was separating me from the larger sea. Now I am swimming in it. Now I lay down in the grass and I rub my body in it, and I love the mud on my legs and feet. Now I make a daily pilgrimage to visit a particular weeping willow by the Seine, and I hunger for the green fields in the bush outside Bukavu. And when it rains hard rain, I scream and I run in circles.I know that everything is connected, and the scar that runs the length of my torso is the markings of the earthquake. And I am there with the three million in the streets of Port-au-Prince. And the fire that burned in me on day three through six of chemo is the fire that is burning in the forests of the world. I know that the abscess that grew around my wound after the operation, the 16 ounces of puss, is the contaminated Gulf of Mexico, and there were oil-drenched pelicans inside me and dead floating fish. And the catheters they shoved into me without proper medication made me scream out the way the Earth cries out from the drilling.In my second chemo, my mother got very sick and I went to see her. And in the name of connectedness, the only thing she wanted before she died was to be brought home by her beloved Gulf of Mexico. So we brought her home, and I prayed that the oil wouldn't wash up on her beach before she died. And gratefully, it didn't. And she died quietly in her favorite place.And a few weeks later, I was in New Orleans, and this beautiful, spiritual friend told me she wanted to do a healing for me. And I was honored. And I went to her house, and it was morning, and the morning New Orleans sun was filtering through the curtains. And my friend was preparing this big bowl, and I said, ""What is it?"" And she said, ""It's for you. The flowers make it beautiful, and the honey makes it sweet."" And I said, ""But what's the water part?"" And in the name of connectedness, she said, ""Oh, it's the Gulf of Mexico."" And I said, ""Of course it is."" And the other women arrived and they sat in a circle, and Michaela bathed my head with the sacred water. And she sang \u2014 I mean her whole body sang. And the other women sang and they prayed for me and my mother.And as the warm Gulf washed over my naked head, I realized that it held the best and the worst of us. It was the greed and recklessness that led to the drilling explosion. It was all the lies that got told before and after. It was the honey in the water that made it sweet, it was the oil that made it sick. It was my head that was bald \u2014 and comfortable now without a hat. It was my whole self melting into Michaela's lap. It was the tears that were indistinguishable from the Gulf that were falling down my cheek. It was finally being in my body. It was the sorrow that's taken so long. It was finding my place and the huge responsibility that comes with connection. It was the continuing devastating war in the Congo and the indifference of the world. It was the Congolese women who are now rising up. It was my mother leaving, just at the moment that I was being born. It was the realization that I had come very close to dying \u2014 in the same way that the Earth, our mother, is barely holding on, in the same way that 75 percent of the planet are hardly scraping by, in the same way that there is a recipe for survival.What I learned is it has to do with attention and resources that everybody deserves. It was advocating friends and a doting sister. It was wise doctors and advanced medicine and surgeons who knew what to do with their hands. It was underpaid and really loving nurses. It was magic healers and aromatic oils. It was people who came with spells and rituals. It was having a vision of the future and something to fight for, because I know this struggle isn't my own. It was a million prayers. It was a thousand hallelujahs and a million oms. It was a lot of anger, insane humor, a lot of attention, outrage. It was energy, love and joy. It was all these things. It was all these things. It was all these things in the water, in the world, in my body.(Applause)" +977590,41,"What if our bodies could help grow new life after we die, instead of being embalmed and buried or turned to ash? Join Katrina Spade as she discusses ""recomposition"" -- a system that uses the natural decomposition process to turn our deceased into life-giving soil, honoring both the earth and the departed.",777,TEDxOrcasIsland,1457136000,15,Katrina Spade,"Katrina Spade: When I die, recompose me",1,1497452571,"[{'id': 9, 'name': 'Ingenious', 'count': 169}, {'id': 3, 'name': 'Courageous', 'count': 73}, {'id': 8, 'name': 'Informative', 'count': 150}, {'id': 10, 'name': 'Inspiring', 'count': 148}, {'id': 24, 'name': 'Persuasive', 'count': 83}, {'id': 22, 'name': 'Fascinating', 'count': 136}, {'id': 25, 'name': 'OK', 'count': 20}, {'id': 11, 'name': 'Longwinded', 'count': 4}, {'id': 1, 'name': 'Beautiful', 'count': 80}, {'id': 7, 'name': 'Funny', 'count': 13}, {'id': 21, 'name': 'Unconvincing', 'count': 13}, {'id': 26, 'name': 'Obnoxious', 'count': 4}, {'id': 23, 'name': 'Jaw-dropping', 'count': 20}, {'id': 2, 'name': 'Confusing', 'count': 0}]","[{'id': 2707, 'hero': 'https://pe.tedcdn.com/images/ted/2eb99d9f7343faae8b7af40447b4992dd5a9325c_2880x1620.jpg', 'speaker': 'Caitlin Doughty', 'title': 'A burial practice that nourishes the planet', 'duration': 714, 'slug': 'caitlin_doughty_a_burial_practice_that_nourishes_the_planet', 'viewed_count': 933982}, {'id': 2393, 'hero': 'https://pe.tedcdn.com/images/ted/7e5b157069b21bd98dad06eb03ba48c0dfe9801a_2880x1620.jpg', 'speaker': 'Alison Killing', 'title': 'What happens when a city runs out of room for its dead', 'duration': 529, 'slug': 'alison_killing_what_happens_when_a_city_runs_out_of_room_for_its_dead', 'viewed_count': 1453257}, {'id': 2697, 'hero': 'https://pe.tedcdn.com/images/ted/a7529af95a5fcb9718e959100ba6e7e81fce34f0_2880x1620.jpg', 'speaker': 'Lux Narayan', 'title': 'What I learned from 2,000 obituaries', 'duration': 368, 'slug': 'lux_narayan_what_i_learned_from_2_000_obituaries', 'viewed_count': 1395817}, {'id': 2212, 'hero': 'https://pe.tedcdn.com/images/ted/95a4015b80150ecd8795e24793648c5877612d20_2880x1620.jpg', 'speaker': 'Alison Killing', 'title': 'There\u2019s a better way to die, and architecture can help', 'duration': 279, 'slug': 'alison_killing_there_s_a_better_way_to_die_and_architecture_can_help', 'viewed_count': 1231211}, {'id': 1832, 'hero': 'https://pe.tedcdn.com/images/ted/f536277c81df0ee6ccee87ba3d6f7fa188079a38_1600x1200.jpg', 'speaker': 'Kelli Swazey', 'title': ""Life that doesn't end with death"", 'duration': 834, 'slug': 'kelli_swazey_life_that_doesn_t_end_with_death', 'viewed_count': 1538690}, {'id': 1247, 'hero': 'https://pe.tedcdn.com/images/ted/83a7b8fb0f62c74731c15dfd913f2d7eb37880f2_800x600.jpg', 'speaker': 'Jae Rhim Lee', 'title': 'My mushroom burial suit', 'duration': 450, 'slug': 'jae_rhim_lee', 'viewed_count': 1426542}]","Inventor, designer, death care advocate","['TEDx', 'architecture', 'bacteria', 'biosphere', 'death', 'ecology', 'environment', 'green', 'life', 'microbes', 'nature', 'sustainability']","When I die, recompose me","https://www.ted.com/talks/katrina_spade_when_i_die_recompose_me +","My name is Katrina Spade, and I grew up in a medical family where it was fairly normal to talk about death and dying at the dinner table. But I didn't go into medicine like so many of my family members. Instead, I went to architecture school to learn how to design. And while I was there, I began to be curious about what would happen to my physical body after I died. What would my nearest and dearest do with me?So if the existence and the fact of your own mortality doesn't get you down, the state of our current funerary practices will. Today, almost 50 percent of Americans choose conventional burial. Conventional burial begins with embalming, where funeral staff drain bodily fluid and replace it with a mixture designed to preserve the corpse and give it a lifelike glow. Then, as you know, bodies are buried in a casket in a concrete-lined grave in a cemetery. All told, in US cemeteries, we bury enough metal to build a Golden Gate Bridge, enough wood to build 1,800 single family homes, and enough formaldehyde-laden embalming fluid to fill eight Olympic-size swimming pools.In addition, cemeteries all over the world are reaching capacity. Turns out, it doesn't really make good business sense to sell someone a piece of land for eternity.(Laughter)Whose idea was that?In some places, you can't buy a plot no matter how much money you have. As a result, cremation rates have risen fast. In 1950, if you suggested your grandmother be incinerated after she died, you'd probably be kicked from the family deathbed. But today, almost half of Americans choose cremation, citing simpler, cheaper and more ecological as reasons. I used to think that cremation was a sustainable form of disposition, but just think about it for a second. Cremation destroys the potential we have to give back to the earth after we've died. It uses an energy-intensive process to turn bodies into ash, polluting the air and contributing to climate change. All told, cremations in the US emit a staggering 600 million pounds of carbon dioxide into the atmosphere annually. The truly awful truth is that the very last thing that most of us will do on this earth is poison it.It's like we've created, accepted and death-denied our way into a status quo that puts as much distance between ourselves and nature as is humanly possible. Our modern funerary practices are designed to stave off the natural processes that happen to a body after death. In other words, they're meant to prevent us from decomposing. But the truth is that nature is really, really good at death. We've all seen it. When organic material dies in nature, microbes and bacteria break it down into nutrient-rich soil, completing the life cycle. In nature, death creates life.Back in architecture school, I was thinking about all this, and I set out on a plan to redesign death care. Could I create a system that was beneficial to the earth and that used nature as a guide rather than something to be feared? Something that was gentle to the planet? That planet, after all, supports our living bodies our whole lives.And while I was mulling this all over over the drawing board, the phone rang. It was my friend Kate. She was like, ""Hey, have you heard about the farmers who are composting whole cows?"" And I was like, ""Mmmm.""(Laughter)Turns out that farmers in agricultural institutions have been practicing something called livestock mortality composting for decades. Mortality composting is where you take an animal high in nitrogen and cover it with co-composting materials that are high in carbon. It's an aerobic process, so it requires oxygen, and it requires plenty of moisture as well. In the most basic setup, a cow is covered with a few feet of wood chips, which are high in carbon, and left outside for nature, for breezes to provide oxygen and rain to provide moisture. In about nine months, all that remains is a nutrient-rich compost. The flesh has been decomposed entirely, as have the bones. I know.(Laughter)So I would definitely call myself a decomposition nerd, but I am far, far from a scientist, and one way you can tell this is true is that I have often called the process of composting ""magic.""(Laughter)So basically, all we humans need to do is create the right environment for nature to do its job. It's like the opposite of antibacterial soap. Instead of fighting them, we welcome microbes and bacteria in with open arms. These tiny, amazing creatures break down molecules into smaller molecules and atoms, which are then incorporated into new molecules. In other words, that cow is transformed. It's no longer a cow. It's been cycled back into nature. See? Magic.You can probably imagine the light bulb that went off in my head after I received that phone call. I began designing a system based on the principles of livestock mortality composting that would take human beings and transform them into soil.Fast-forward five years and the project has grown in ways I truly never could have imagined. We've created a scalable, replicable non-profit urban model based on the science of livestock mortality composting that turns human beings into soil. We've partnered and collaborated with experts in soil science, decomposition, alternative death care, law and architecture. We've raised funds from foundations and individuals in order to design a prototype of this system, and we've heard from tens of thousands of people all over the world who want this option to be available. OK. In the next few years, it's our goal to build the first full-scale human composting facility right in the city of Seattle.(Applause)Imagine it, part public park, part funeral home, part memorial to the people we love, a place where we can reconnect with the cycles of nature and treat bodies with gentleness and respect.The infrastructure is simple. Inside a vertical core, bodies and wood chips undergo accelerated natural decomposition, or composting, and are transformed into soil. When someone dies, their body is taken to a human composting facility. After wrapping the deceased in a simple shroud, friends and family carry the body to the top of the core, which contains the natural decomposition system. During a laying in ceremony, they gently place the body into the core and cover it with wood chips. This begins the gentle transformation from human to soil. Over the next few weeks, the body decomposes naturally. Microbes and bacteria break down carbon, then protein, to create a new substance, a rich, earthy soil. This soil can then be used to grow new life. Eventually, you could be a lemon tree.(Applause)Yeah, thank you.(Applause)Who's thinking about lemon meringue pie right now?(Laughter)A lemon drop? Something stronger?So in addition to housing the core, these buildings will function to support the grieving by providing space for memorial services and end-of-life planning. The potential for repurposing is huge. Old churches and industrial warehouses can be converted into places where we create soil and honor life.We want to bring back the aspect of ritual that's been diluted over the past hundred years as cremation rates have risen and religious affiliation has declined. Our Seattle facility will function as a model for these places all over the world. We've heard from communities in South Africa, Australia, the UK, Canada and beyond. We're creating a design toolkit that will help others design and build facilities that will contain technical specifications and regulatory best practices. We want to help individuals, organizations, and down the road, municipalities design and build facilities in their own cities. The idea is that every one of these places should look and feel completely different with the same system inside. They're really meant to be designed for the neighborhood in which they reside and the community which they serve.The other idea is for supportive staff to be on hand to help families with the care and preparation of loved ones' bodies. We're banishing practices that bewilder and disempower and creating a system that is beautiful and meaningful and transparent. We believe that access to ecological death care is a human right.OK, so you know the old saying, if you can compost a cow, you can compost a human?(Laughter)Turns out, it's true. Since 2014, we've been running a pilot project in the hills of North Carolina with the Forensic Anthropology Department at Western Carolina University. Six donor bodies have been covered in wood chips, oxygen provided by breezes, microbes and bacteria doing their jobs. This pilot program has allowed us to demonstrate that it's possible to harness the incredible power of natural decomposition to turn human bodies into soil, and we're working with other universities as well. Soil scientists at Washington State University, the grad students, anyway, are working to compost teeth with amalgam fillings so that we can understand what happens to the mercury therein. Next up, we'll be beginning experiments to determine what happens to chemo drugs and pharmaceuticals during the composting process, and whether additional remediation will be needed.By the way, composting creates a great deal of heat, especially this particular type of composting. One week after we began composting our fifth donor body, the temperature inside that mound of wood chips reached 158 degrees Fahrenheit. Imagine harnessing that heat to create energy or comfort the grieving on a cold day.The death care revolution has begun. It's an exciting time to be alive.Thank you.(Applause)" +1004810,74,"The earth is a big place to keep clean. With Litterati -- an app for users to identify, collect and geotag the world's litter -- TED Resident Jeff Kirschner has created a community that's crowdsource-cleaning the planet. After tracking trash in more than 100 countries, Kirschner hopes to use the data he's collected to work with brands and organizations to stop litter before it reaches the ground.",370,TED Residency,1481587200,29,Jeff Kirschner,Jeff Kirschner: This app makes it fun to pick up litter,1,1488297881,"[{'id': 9, 'name': 'Ingenious', 'count': 288}, {'id': 10, 'name': 'Inspiring', 'count': 476}, {'id': 22, 'name': 'Fascinating', 'count': 136}, {'id': 8, 'name': 'Informative', 'count': 213}, {'id': 24, 'name': 'Persuasive', 'count': 166}, {'id': 7, 'name': 'Funny', 'count': 21}, {'id': 3, 'name': 'Courageous', 'count': 40}, {'id': 1, 'name': 'Beautiful', 'count': 42}, {'id': 23, 'name': 'Jaw-dropping', 'count': 38}, {'id': 25, 'name': 'OK', 'count': 8}, {'id': 2, 'name': 'Confusing', 'count': 1}, {'id': 11, 'name': 'Longwinded', 'count': 3}, {'id': 21, 'name': 'Unconvincing', 'count': 3}, {'id': 26, 'name': 'Obnoxious', 'count': 8}]","[{'id': 2418, 'hero': 'https://pe.tedcdn.com/images/ted/0da6ace6197fc74eaf425c413eb5636d57e9891e_2880x1620.jpg', 'speaker': 'Melati and Isabel Wijsen', 'title': 'Our campaign to ban plastic bags in Bali', 'duration': 660, 'slug': 'melati_and_isabel_wijsen_our_campaign_to_ban_plastic_bags_in_bali', 'viewed_count': 1219319}, {'id': 2562, 'hero': 'https://pe.tedcdn.com/images/ted/0f5c8ccf529b1a12096bcf5408f3212c7f300a35_2880x1620.jpg', 'speaker': 'Monica Araya', 'title': 'A small country with big ideas to get rid of fossil fuels', 'duration': 952, 'slug': 'monica_araya_a_small_country_with_big_ideas_to_get_rid_of_fossil_fuels', 'viewed_count': 1018841}, {'id': 1056, 'hero': 'https://pe.tedcdn.com/images/ted/a00e569b4ecb3727eb0d022d719393b738461a81_800x600.jpg', 'speaker': 'Van Jones', 'title': 'The economic injustice of plastic', 'duration': 769, 'slug': 'van_jones_the_economic_injustice_of_plastic', 'viewed_count': 462034}, {'id': 1532, 'hero': 'https://pe.tedcdn.com/images/ted/15adee214444a9fd9640bf57e74f19cb34445b5b_1600x1200.jpg', 'speaker': 'Becci Manson', 'title': '(Re)touching lives through photos', 'duration': 589, 'slug': 'becci_manson_re_touching_lives_through_photos', 'viewed_count': 767317}, {'id': 274, 'hero': 'https://pe.tedcdn.com/images/ted/e6c6b4815092ef9bd13a54705759297af68eaf7a_1600x1200.jpg', 'speaker': 'Clay Shirky', 'title': 'Institutions vs. collaboration', 'duration': 1246, 'slug': 'clay_shirky_on_institutions_versus_collaboration', 'viewed_count': 1097620}, {'id': 1085, 'hero': 'https://pe.tedcdn.com/images/ted/28fbe154a2a247d6d9765569d7bcf36ad5da9480_800x600.jpg', 'speaker': 'JR', 'title': 'My wish: Use art to turn the world inside out', 'duration': 1449, 'slug': 'jr_s_ted_prize_wish_use_art_to_turn_the_world_inside_out', 'viewed_count': 2626563}]",Entrepreneur,"['TED Residency', 'cities', 'collaboration', 'communication', 'community', 'data', 'entrepreneur', 'environment', 'innovation', 'map', 'plastic', 'pollution', 'social change']",This app makes it fun to pick up litter,"https://www.ted.com/talks/jeff_kirschner_this_app_makes_it_fun_to_pick_up_litter +","This story starts with these two \u2014 my kids. We were hiking in the Oakland woods when my daughter noticed a plastic tub of cat litter in a creek. She looked at me and said, ""Daddy? That doesn't go there.""When she said that, it reminded me of summer camp. On the morning of visiting day, right before they'd let our anxious parents come barreling through the gates, our camp director would say, ""Quick! Everyone pick up five pieces of litter."" You get a couple hundred kids each picking up five pieces, and pretty soon, you've got a much cleaner camp. So I thought, why not apply that crowdsourced cleanup model to the entire planet? And that was the inspiration for Litterati.The vision is to create a litter-free world. Let me show you how it started. I took a picture of a cigarette using Instagram. Then I took another photo ... and another photo ... and another photo. And I noticed two things: one, litter became artistic and approachable; and two, at the end of a few days, I had 50 photos on my phone and I had picked up each piece, and I realized that I was keeping a record of the positive impact I was having on the planet. That's 50 less things that you might see, or you might step on, or some bird might eat.So I started telling people what I was doing, and they started participating. One day, this photo showed up from China. And that's when I realized that Litterati was more than just pretty pictures; we were becoming a community that was collecting data. Each photo tells a story. It tells us who picked up what, a geotag tells us where and a time stamp tells us when. So I built a Google map, and started plotting the points where pieces were being picked up. And through that process, the community grew and the data grew. My two kids go to school right in that bullseye.Litter: it's blending into the background of our lives. But what if we brought it to the forefront? What if we understood exactly what was on our streets, our sidewalks and our school yards? How might we use that data to make a difference?Well, let me show you. The first is with cities. San Francisco wanted to understand what percentage of litter was cigarettes. Why? To create a tax. So they put a couple of people in the streets with pencils and clipboards, who walked around collecting information which led to a 20-cent tax on all cigarette sales. And then they got sued by big tobacco, who claimed that collecting information with pencils and clipboards is neither precise nor provable. The city called me and asked if our technology could help. I'm not sure they realized that our technology was my Instagram account \u2014(Laughter)But I said, ""Yes, we can.""(Laughter)""And we can tell you if that's a Parliament or a Pall Mall. Plus, every photograph is geotagged and time-stamped, providing you with proof."" Four days and 5,000 pieces later, our data was used in court to not only defend but double the tax, generating an annual recurring revenue of four million dollars for San Francisco to clean itself up.Now, during that process I learned two things: one, Instagram is not the right tool \u2014(Laughter)so we built an app.And two, if you think about it, every city in the world has a unique litter fingerprint, and that fingerprint provides both the source of the problem and the path to the solution. If you could generate a revenue stream just by understanding the percentage of cigarettes, well, what about coffee cups or soda cans or plastic bottles? If you could fingerprint San Francisco, well, how about Oakland or Amsterdam or somewhere much closer to home? And what about brands? How might they use this data to align their environmental and economic interests?There's a block in downtown Oakland that's covered in blight. The Litterati community got together and picked up 1,500 pieces. And here's what we learned: most of that litter came from a very well-known taco brand. Most of that brand's litter were their own hot sauce packets, and most of those hot sauce packets hadn't even been opened. The problem and the path to the solution \u2014 well, maybe that brand only gives out hot sauce upon request or installs bulk dispensers or comes up with more sustainable packaging. How does a brand take an environmental hazard, turn it into an economic engine and become an industry hero?If you really want to create change, there's no better place to start than with our kids. A group of fifth graders picked up 1,247 pieces of litter just on their school yard. And they learned that the most common type of litter were the plastic straw wrappers from their own cafeteria. So these kids went to their principal and asked, ""Why are we still buying straws?"" And they stopped. And they learned that individually they could each make a difference, but together they created an impact.It doesn't matter if you're a student or a scientist, whether you live in Honolulu or Hanoi, this is a community for everyone. It started because of two little kids in the Northern California woods, and today it's spread across the world. And you know how we're getting there? One piece at a time.Thank you.(Applause)" +1189513,78,"How did a young man born into a high caste in India come to free 83,000 children from slavery? Nobel Peace Prize Laureate Kailash Satyarthi offers a surprising piece of advice to anyone who wants to change the world for the better: Get angry at injustice. In this powerful talk, he shows how a lifetime of peace-making sprang from a lifetime of outrage.",1109,TED2015,1427241600,31,Kailash Satyarthi,Kailash Satyarthi: How to make peace? Get angry,1,1428938413,"[{'id': 3, 'name': 'Courageous', 'count': 302}, {'id': 22, 'name': 'Fascinating', 'count': 115}, {'id': 10, 'name': 'Inspiring', 'count': 525}, {'id': 24, 'name': 'Persuasive', 'count': 102}, {'id': 2, 'name': 'Confusing', 'count': 9}, {'id': 25, 'name': 'OK', 'count': 52}, {'id': 1, 'name': 'Beautiful', 'count': 122}, {'id': 8, 'name': 'Informative', 'count': 57}, {'id': 23, 'name': 'Jaw-dropping', 'count': 16}, {'id': 9, 'name': 'Ingenious', 'count': 16}, {'id': 7, 'name': 'Funny', 'count': 10}, {'id': 11, 'name': 'Longwinded', 'count': 20}, {'id': 21, 'name': 'Unconvincing', 'count': 6}, {'id': 26, 'name': 'Obnoxious', 'count': 16}]","[{'id': 1954, 'hero': 'https://pe.tedcdn.com/images/ted/6931272f04ef769dc03f8b9058f0f4930152f4fe_1600x1200.jpg', 'speaker': 'Ziauddin Yousafzai', 'title': 'My daughter, Malala', 'duration': 996, 'slug': 'ziauddin_yousafzai_my_daughter_malala', 'viewed_count': 2124532}, {'id': 1049, 'hero': 'https://pe.tedcdn.com/images/ted/5de7705c31ec74baf24db086921661a6f45e5d34_800x600.jpg', 'speaker': 'Jody Williams', 'title': 'A realistic vision for world peace', 'duration': 652, 'slug': 'jody_williams_a_realistic_vision_for_world_peace', 'viewed_count': 667231}, {'id': 1542, 'hero': 'https://pe.tedcdn.com/images/ted/1d820f03fa5087a20e14a0294d1a65fbcde13566_800x600.jpg', 'speaker': 'Scilla Elworthy', 'title': 'Fighting with nonviolence', 'duration': 947, 'slug': 'scilla_elworthy_fighting_with_non_violence', 'viewed_count': 1145269}, {'id': 2848, 'hero': 'https://pe.tedcdn.com/images/ted/3577eeab81a62e2471ac9aba24164efafd200834_2880x1620.jpg', 'speaker': 'Tara Winkler', 'title': 'Why we need to end the era of orphanages', 'duration': 791, 'slug': 'tara_winkler_why_we_need_to_end_the_era_of_orphanages', 'viewed_count': 655678}, {'id': 1596, 'hero': 'https://pe.tedcdn.com/images/ted/a1efde288361d19cbbcf61057f03f56baa6c2e3d_1600x1200.jpg', 'speaker': 'Lemn Sissay', 'title': 'A child of the state', 'duration': 917, 'slug': 'lemn_sissay_a_child_of_the_state', 'viewed_count': 720491}, {'id': 809, 'hero': 'https://pe.tedcdn.com/images/ted/160089_800x600.jpg', 'speaker': 'Shukla Bose', 'title': 'Teaching one child at a time', 'duration': 983, 'slug': 'shukla_bose_teaching_one_child_at_a_time', 'viewed_count': 940718}]",Children\u2019s rights activist,"['activism', 'peace', 'social change']",How to make peace? Get angry,"https://www.ted.com/talks/kailash_satyarthi_how_to_make_peace_get_angry +","Today, I am going to talk about anger. When I was 11, seeing some of my friends leaving the school because their parents could not afford textbooks made me angry. When I was 27, hearing the plight of a desperate slave father whose daughter was about to be sold to a brothel made me angry. At the age of 50, lying on the street, in a pool of blood, along with my own son, made me angry.Dear friends, for centuries we were taught anger is bad. Our parents, teachers, priests \u2014 everyone taught us how to control and suppress our anger. But I ask why? Why can't we convert our anger for the larger good of society? Why can't we use our anger to challenge and change the evils of the world? That I tried to do.Friends, most of the brightest ideas came to my mind out of anger. Like when I was 35 and sat in a locked-up, tiny prison. The whole night, I was angry. But it has given birth to a new idea. But I will come to that later on. Let me begin with the story of how I got a name for myself.I had been a big admirer of Mahatma Gandhi since my childhood. Gandhi fought and lead India's freedom movement. But more importantly, he taught us how to treat the most vulnerable sections, the most deprived people, with dignity and respect. And so, when India was celebrating Mahatma Gandhi's birth centenary in 1969 \u2014 at that time I was 15 \u2014 an idea came to my mind. Why can't we celebrate it differently? I knew, as perhaps many of you might know, that in India, a large number of people are born in the lowest segment of caste. And they are treated as untouchables. These are the people \u2014 forget about allowing them to go to the temples, they cannot even go into the houses and shops of high-caste people.So I was very impressed with the leaders of my town who were speaking very highly against the caste system and untouchability and talking of Gandhian ideals. So inspired by that, I thought, let us set an example by inviting these people to eat food cooked and served by the untouchable community. I went to some low-caste, so-called untouchable, people, tried to convince them, but it was unthinkable for them. They told me, ""No, no. It's not possible. It never happened."" I said, ""Look at these leaders, they are so great, they are against untouchability. They will come. If nobody comes, we can set an example."" These people thought that I was too naive. Finally, they were convinced.My friends and I took our bicycles and invited political leaders. And I was so thrilled, rather, empowered to see that each one of them agreed to come. I thought, ""Great idea. We can set an example. We can bring about change in the society.""The day has come. All these untouchables, three women and two men, they agreed to come. I could recall that they had used the best of their clothes. They brought new utensils. They had taken baths hundreds of times because it was unthinkable for them to do. It was the moment of change. They gathered. Food was cooked. It was 7 o'clock. By 8 o'clock, we kept on waiting, because it's not very uncommon that the leaders become late, for an hour or so.So after 8 o'clock, we took our bicycles and went to these leaders' homes, just to remind them. One of the leader's wives told me, ""Sorry, he is having some headache, perhaps he cannot come."" I went to another leader and his wife told me, ""Okay, you go, he will definitely join."" So I thought that the dinner will take place, though not at that large a scale.I went back to the venue, which was a newly built Mahatma Gandhi Park. It was 10 o'clock. None of the leaders showed up. That made me angry. I was standing, leaning against Mahatma Gandhi's statue. I was emotionally drained, rather exhausted. Then I sat down where the food was lying. I kept my emotions on hold. But then, when I took the first bite, I broke down in tears. And suddenly I felt a hand on my shoulder. And it was the healing, motherly touch of an untouchable woman. And she told me, ""Kailash, why are you crying? You have done your bit. You have eaten the food cooked by untouchables, which has never happened in our memory."" She said, ""You won today."" And my friends, she was right.I came back home, a little after midnight, shocked to see that several high-caste elderly people were sitting in my courtyard. I saw my mother and elderly women were crying and they were pleading to these elderly people because they had threatened to outcaste my whole family. And you know, outcasting the family is the biggest social punishment one can think of. Somehow they agreed to punish only me, and the punishment was purification. That means I had to go 600 miles away from my hometown to the River Ganges to take a holy dip. And after that, I should organize a feast for priests, 101 priests, wash their feet and drink that water.It was total nonsense, and I refused to accept that punishment. How did they punish me? I was barred from entering into my own kitchen and my own dining room, my utensils were separated. But the night when I was angry, they wanted to outcaste me. But I decided to outcaste the entire caste system. (Applause)And that was possible because the beginning would have been to change the family name, or surname, because in India, most of the family names are caste names. So I decided to drop my name. And then, later on, I gave a new name to myself: Satyarthi, that means, ""seeker of truth."" (Applause) And that was the beginning of my transformative anger.Friends, maybe one of you can tell me, what was I doing before becoming a children's rights activist? Does anybody know? No. I was an engineer, an electrical engineer. And then I learned how the energy of burning fire, coal, the nuclear blast inside the chambers, raging river currents, fierce winds, could be converted into the light and lives of millions. I also learned how the most uncontrollable form of energy could be harnessed for good and making society better.So I'll come back to the story of when I was caught in the prison: I was very happy freeing a dozen children from slavery, handing them over to their parents. I cannot explain my joy when I free a child. I was so happy. But when I was waiting for my train to come back to my hometown, Delhi, I saw that dozens of children were arriving; they were being trafficked by someone. I stopped them, those people. I complained to the police. So the policemen, instead of helping me, they threw me in this small, tiny shell, like an animal. And that was the night of anger when one of the brightest and biggest ideas was born. I thought that if I keep on freeing 10 children, and 50 more will join, that's not done. And I believed in the power of consumers, and let me tell you that this was the first time when a campaign was launched by me or anywhere in the world, to educate and sensitize the consumers to create a demand for child-labor-free rugs. In Europe and America, we have been successful. And it has resulted in a fall in child labor in South Asian countries by 80 percent. (Applause)Not only that, but this first-ever consumer's power, or consumer's campaign has grown in other countries and other industries, maybe chocolate, maybe apparel, maybe shoes \u2014 it has gone beyond. My anger at the age of 11, when I realized how important education is for every child, I got an idea to collect used books and help the poorest children. I created a book bank at the age of 11. But I did not stop. Later on, I cofounded the world's single largest civil society campaign for education that is the Global Campaign for Education. That has helped in changing the whole thinking towards education from the charity mode to the human rights mode, and that has concretely helped the reduction of out-of-school children by half in the last 15 years. (Applause)My anger at the age of 27, to free that girl who was about to be sold to a brothel, has given me an idea to go for a new strategy of raid and rescue, freeing children from slavery. And I am so lucky and proud to say that it is not one or 10 or 20, but my colleagues and I have been able to physically liberate 83,000 child slaves and hand them over back to their families and mothers. (Applause)I knew that we needed global policies. We organized the worldwide marches against child labor and that has also resulted in a new international convention to protect the children who are in the worst forms. And the concrete result was that the number of child laborers globally has gone down by one third in the last 15 years. (Applause)So, in each case, it began from anger, turned into an idea, and action. So anger, what next? Idea, and \u2014 Audience: Action Kailash Satyarthi: Anger, idea, action. Which I tried to do.Anger is a power, anger is an energy, and the law of nature is that energy can never be created and never be vanished, can never be destroyed. So why can't the energy of anger be translated and harnessed to create a better and beautiful world, a more just and equitable world?Anger is within each one of you, and I will share a secret for a few seconds: that if we are confined in the narrow shells of egos, and the circles of selfishness, then the anger will turn out to be hatred, violence, revenge, destruction. But if we are able to break the circles, then the same anger could turn into a great power. We can break the circles by using our inherent compassion and connect with the world through compassion to make this world better. That same anger could be transformed into it.So dear friends, sisters and brothers, again, as a Nobel Laureate, I am urging you to become angry. I am urging you to become angry. And the angriest among us is the one who can transform his anger into idea and action.Thank you so much.(Applause)Chris Anderson: For many years, you've been an inspiration to others. Who or what inspires you and why?KS: Good question. Chris, let me tell you, and that is the truth, each time when I free a child, the child who has lost all his hope that he will ever come back to his mother, the first smile of freedom, and the mother who has lost all hope that the son or daughter can ever come back and sit in her lap, they become so emotional and the first tear of joy rolls down on her cheek, I see the glimpse of God in it \u2014 this is my biggest inspiration. And I am so lucky that not once, as I said before, but thousands of times, I have been able to witness my God in the faces of those children and they are my biggest inspirations. Thank you.(Applause)" +1017778,93,"Chris Domas is a cybersecurity researcher, operating on what's become a new front of war, ""cyber."" In this engaging talk, he shows how researchers use pattern recognition and reverse engineering (and pull a few all-nighters) to understand a chunk of binary code whose purpose and contents they don't know.",1005,TEDxColumbus,1381363200,22,Chris Domas,Chris Domas: The 1s and 0s behind cyber warfare,1,1404141526,"[{'id': 9, 'name': 'Ingenious', 'count': 147}, {'id': 22, 'name': 'Fascinating', 'count': 176}, {'id': 7, 'name': 'Funny', 'count': 31}, {'id': 8, 'name': 'Informative', 'count': 193}, {'id': 2, 'name': 'Confusing', 'count': 37}, {'id': 21, 'name': 'Unconvincing', 'count': 82}, {'id': 26, 'name': 'Obnoxious', 'count': 52}, {'id': 1, 'name': 'Beautiful', 'count': 13}, {'id': 23, 'name': 'Jaw-dropping', 'count': 29}, {'id': 10, 'name': 'Inspiring', 'count': 41}, {'id': 24, 'name': 'Persuasive', 'count': 17}, {'id': 11, 'name': 'Longwinded', 'count': 52}, {'id': 3, 'name': 'Courageous', 'count': 6}, {'id': 25, 'name': 'OK', 'count': 63}]","[{'id': 1250, 'hero': 'https://pe.tedcdn.com/images/ted/936b0ce34f35ad688995ebb3211275fc8744d7b8_800x600.jpg', 'speaker': 'Guy-Philippe Goldstein', 'title': 'How cyberattacks threaten real-world peace', 'duration': 564, 'slug': 'guy_philippe_goldstein_how_cyberattacks_threaten_real_world_peace', 'viewed_count': 471552}, {'id': 1507, 'hero': 'https://pe.tedcdn.com/images/ted/2ed41127a6fc618d170f172977de9ae0f409c2a1_800x600.jpg', 'speaker': 'Todd Humphreys', 'title': 'How to fool a GPS', 'duration': 945, 'slug': 'todd_humphreys_how_to_fool_a_gps', 'viewed_count': 729434}, {'id': 1221, 'hero': 'https://pe.tedcdn.com/images/ted/9f06890a2cefbba85fe1f502d11e5b58179a8fb7_800x600.jpg', 'speaker': 'Misha Glenny', 'title': 'Hire the hackers!', 'duration': 1119, 'slug': 'misha_glenny_hire_the_hackers', 'viewed_count': 1264984}, {'id': 1309, 'hero': 'https://pe.tedcdn.com/images/ted/f9e53c7bb152b2e5c8c07e5a199e4d14d17baac6_800x600.jpg', 'speaker': 'Sheila Nirenberg', 'title': 'A prosthetic eye to treat blindness', 'duration': 601, 'slug': 'sheila_nirenberg_a_prosthetic_eye_to_treat_blindness', 'viewed_count': 393727}, {'id': 1258, 'hero': 'https://pe.tedcdn.com/images/ted/c43091837a164f28d10925f2f4ab961d38ccc577_800x600.jpg', 'speaker': 'Hasan Elahi', 'title': 'FBI, here I am!', 'duration': 870, 'slug': 'hasan_elahi', 'viewed_count': 822911}, {'id': 1237, 'hero': 'https://pe.tedcdn.com/images/ted/baf8d230f2388c3774d20b54083667f8aa605692_800x600.jpg', 'speaker': 'Christoph Adami', 'title': ""Finding life we can't imagine"", 'duration': 1131, 'slug': 'christophe_adami_finding_life_we_can_t_imagine', 'viewed_count': 598699}]",Cybersecurity researcher,"['TEDx', 'code', 'security', 'software', 'technology', 'terrorism', 'war']",The 1s and 0s behind cyber warfare,"https://www.ted.com/talks/chris_domas_the_1s_and_0s_behind_cyber_warfare +","This is a lot of ones and zeros. It's what we call binary information. This is how computers talk. It's how they store information. It's how computers think. It's how computers do everything it is that computers do. I'm a cybersecurity researcher, which means my job is to sit down with this information and try to make sense of it, to try to understand what all the ones and zeroes mean. Unfortunately for me, we're not just talking about the ones and zeros I have on the screen here. We're not just talking about a few pages of ones and zeros. We're talking about billions and billions of ones and zeros, more than anyone could possibly comprehend.Now, as exciting as that sounds, when I first started doing cyber \u2014 (Laughter) \u2014 when I first started doing cyber, I wasn't sure that sifting through ones and zeros was what I wanted to do with the rest of my life, because in my mind, cyber was keeping viruses off of my grandma's computer, it was keeping people's Myspace pages from being hacked, and maybe, maybe on my most glorious day, it was keeping someone's credit card information from being stolen. Those are important things, but that's not how I wanted to spend my life.But after 30 minutes of work as a defense contractor, I soon found out that my idea of cyber was a little bit off. In fact, in terms of national security, keeping viruses off of my grandma's computer was surprisingly low on their priority list. And the reason for that is cyber is so much bigger than any one of those things. Cyber is an integral part of all of our lives, because computers are an integral part of all of our lives, even if you don't own a computer. Computers control everything in your car, from your GPS to your airbags. They control your phone. They're the reason you can call 911 and get someone on the other line. They control our nation's entire infrastructure. They're the reason you have electricity, heat, clean water, food. Computers control our military equipment, everything from missile silos to satellites to nuclear defense networks. All of these things are made possible because of computers, and therefore because of cyber, and when something goes wrong, cyber can make all of these things impossible.But that's where I step in. A big part of my job is defending all of these things, keeping them working, but once in a while, part of my job is to break one of these things, because cyber isn't just about defense, it's also about offense. We're entering an age where we talk about cyberweapons. In fact, so great is the potential for cyber offense that cyber is considered a new domain of warfare. Warfare. It's not necessarily a bad thing. On the one hand, it means we have whole new front on which we need to defend ourselves, but on the other hand, it means we have a whole new way to attack, a whole new way to stop evil people from doing evil things.So let's consider an example of this that's completely theoretical. Suppose a terrorist wants to blow up a building, and he wants to do this again and again in the future. So he doesn't want to be in that building when it explodes. He's going to use a cell phone as a remote detonator. Now, it used to be the only way we had to stop this terrorist was with a hail of bullets and a car chase, but that's not necessarily true anymore. We're entering an age where we can stop him with the press of a button from 1,000 miles away, because whether he knew it or not, as soon as he decided to use his cell phone, he stepped into the realm of cyber. A well-crafted cyber attack could break into his phone, disable the overvoltage protections on his battery, drastically overload the circuit, cause the battery to overheat, and explode. No more phone, no more detonator, maybe no more terrorist, all with the press of a button from a thousand miles away.So how does this work? It all comes back to those ones and zeros. Binary information makes your phone work, and used correctly, it can make your phone explode. So when you start to look at cyber from this perspective, spending your life sifting through binary information starts to seem kind of exciting.But here's the catch: This is hard, really, really hard, and here's why. Think about everything you have on your cell phone. You've got the pictures you've taken. You've got the music you listen to. You've got your contacts list, your email, and probably 500 apps you've never used in your entire life, and behind all of this is the software, the code, that controls your phone, and somewhere, buried inside of that code, is a tiny piece that controls your battery, and that's what I'm really after, but all of this, just a bunch of ones and zeros, and it's all just mixed together. In cyber, we call this finding a needle in a stack of needles, because everything pretty much looks alike. I'm looking for one key piece, but it just blends in with everything else.So let's step back from this theoretical situation of making a terrorist's phone explode, and look at something that actually happened to me. Pretty much no matter what I do, my job always starts with sitting down with a whole bunch of binary information, and I'm always looking for one key piece to do something specific. In this case, I was looking for a very advanced, very high-tech piece of code that I knew I could hack, but it was somewhere buried inside of a billion ones and zeroes. Unfortunately for me, I didn't know quite what I was looking for. I didn't know quite what it would look like, which makes finding it really, really hard. When I have to do that, what I have to do is basically look at various pieces of this binary information, try to decipher each piece, and see if it might be what I'm after. So after a while, I thought I had found the piece I was looking for. I thought maybe this was it. It seemed to be about right, but I couldn't quite tell. I couldn't tell what those ones and zeros represented. So I spent some time trying to put this together, but wasn't having a whole lot of luck, and finally I decided, I'm going to get through this, I'm going to come in on a weekend, and I'm not going to leave until I figure out what this represents. So that's what I did. I came in on a Saturday morning, and about 10 hours in, I sort of had all the pieces to the puzzle. I just didn't know how they fit together. I didn't know what these ones and zeros meant. At the 15-hour mark, I started to get a better picture of what was there, but I had a creeping suspicion that what I was looking at was not at all related to what I was looking for. By 20 hours, the pieces started to come together very slowly \u2014 (Laughter) \u2014 and I was pretty sure I was going down the wrong path at this point, but I wasn't going to give up. After 30 hours in the lab, I figured out exactly what I was looking at, and I was right, it wasn't what I was looking for. I spent 30 hours piecing together the ones and zeros that formed a picture of a kitten. (Laughter) I wasted 30 hours of my life searching for this kitten that had nothing at all to do with what I was trying to accomplish.So I was frustrated, I was exhausted. After 30 hours in the lab, I probably smelled horrible. But instead of just going home and calling it quits, I took a step back and asked myself, what went wrong here? How could I make such a stupid mistake? I'm really pretty good at this. I do this for a living. So what happened? Well I thought, when you're looking at information at this level, it's so easy to lose track of what you're doing. It's easy to not see the forest through the trees. It's easy to go down the wrong rabbit hole and waste a tremendous amount of time doing the wrong thing. But I had this epiphany. We were looking at the data completely incorrectly since day one. This is how computers think, ones and zeros. It's not how people think, but we've been trying to adapt our minds to think more like computers so that we can understand this information. Instead of trying to make our minds fit the problem, we should have been making the problem fit our minds, because our brains have a tremendous potential for analyzing huge amounts of information, just not like this. So what if we could unlock that potential just by translating this to the right kind of information? So with these ideas in mind, I sprinted out of my basement lab at work to my basement lab at home, which looked pretty much the same. The main difference is, at work, I'm surrounded by cyber materials, and cyber seemed to be the problem in this situation. At home, I'm surrounded by everything else I've ever learned. So I poured through every book I could find, every idea I'd ever encountered, to see how could we translate a problem from one domain to something completely different?The biggest question was, what do we want to translate it to? What do our brains do perfectly naturally that we could exploit? My answer was vision. We have a tremendous capability to analyze visual information. We can combine color gradients, depth cues, all sorts of these different signals into one coherent picture of the world around us. That's incredible. So if we could find a way to translate these binary patterns to visual signals, we could really unlock the power of our brains to process this stuff. So I started looking at the binary information, and I asked myself, what do I do when I first encounter something like this? And the very first thing I want to do, the very first question I want to answer, is what is this? I don't care what it does, how it works. All I want to know is, what is this? And the way I can figure that out is by looking at chunks, sequential chunks of binary information, and I look at the relationships between those chunks. When I gather up enough of these sequences, I begin to get an idea of exactly what this information must be. So let's go back to that blow up the terrorist's phone situation. This is what English text looks like at a binary level. This is what your contacts list would look like if I were examining it. It's really hard to analyze this at this level, but if we take those same binary chunks that I would be trying to find, and instead translate that to a visual representation, translate those relationships, this is what we get. This is what English text looks like from a visual abstraction perspective. All of a sudden, it shows us all the same information that was in the ones and zeros, but show us it in an entirely different way, a way that we can immediately comprehend. We can instantly see all of the patterns here. It takes me seconds to pick out patterns here, but hours, days, to pick them out in ones and zeros. It takes minutes for anybody to learn what these patterns represent here, but years of experience in cyber to learn what those same patterns represent in ones and zeros. So this piece is caused by lower case letters followed by lower case letters inside of that contact list. This is upper case by upper case, upper case by lower case, lower case by upper case. This is caused by spaces. This is caused by carriage returns. We can go through every little detail of the binary information in seconds, as opposed to weeks, months, at this level. This is what an image looks like from your cell phone. But this is what it looks like in a visual abstraction. This is what your music looks like, but here's its visual abstraction. Most importantly for me, this is what the code on your cell phone looks like. This is what I'm after in the end, but this is its visual abstraction. If I can find this, I can't make the phone explode. I could spend weeks trying to find this in ones and zeros, but it takes me seconds to pick out a visual abstraction like this.One of those most remarkable parts about all of this is it gives us an entirely new way to understand new information, stuff that we haven't seen before. So I know what English looks like at a binary level, and I know what its visual abstraction looks like, but I've never seen Russian binary in my entire life. It would take me weeks just to figure out what I was looking at from raw ones and zeros, but because our brains can instantly pick up and recognize these subtle patterns inside of these visual abstractions, we can unconsciously apply those in new situations. So this is what Russian looks like in a visual abstraction. Because I know what one language looks like, I can recognize other languages even when I'm not familiar with them. This is what a photograph looks like, but this is what clip art looks like. This is what the code on your phone looks like, but this is what the code on your computer looks like. Our brains can pick up on these patterns in ways that we never could have from looking at raw ones and zeros. But we've really only scratched the surface of what we can do with this approach. We've only begun to unlock the capabilities of our minds to process visual information. If we take those same concepts and translate them into three dimensions instead, we find entirely new ways of making sense of information. In seconds, we can pick out every pattern here. we can see the cross associated with code. We can see cubes associated with text. We can even pick up the tiniest visual artifacts. Things that would take us weeks, months to find in ones and zeroes, are immediately apparent in some sort of visual abstraction, and as we continue to go through this and throw more and more information at it, what we find is that we're capable of processing billions of ones and zeros in a matter of seconds just by using our brain's built-in ability to analyze patterns.So this is really nice and helpful, but all this tells me is what I'm looking at. So at this point, based on visual patterns, I can find the code on the phone. But that's not enough to blow up a battery. The next thing I need to find is the code that controls the battery, but we're back to the needle in a stack of needles problem. That code looks pretty much like all the other code on that system.So I might not be able to find the code that controls the battery, but there's a lot of things that are very similar to that. You have code that controls your screen, that controls your buttons, that controls your microphones, so even if I can't find the code for the battery, I bet I can find one of those things. So the next step in my binary analysis process is to look at pieces of information that are similar to each other. It's really, really hard to do at a binary level, but if we translate those similarities to a visual abstraction instead, I don't even have to sift through the raw data. All I have to do is wait for the image to light up to see when I'm at similar pieces. I follow these strands of similarity like a trail of bread crumbs to find exactly what I'm looking for.So at this point in the process, I've located the code responsible for controlling your battery, but that's still not enough to blow up a phone. The last piece of the puzzle is understanding how that code controls your battery. For this, I need to identify very subtle, very detailed relationships within that binary information, another very hard thing to do when looking at ones and zeros. But if we translate that information into a physical representation, we can sit back and let our visual cortex do all the hard work. It can find all the detailed patterns, all the important pieces, for us. It can find out exactly how the pieces of that code work together to control that battery. All of this can be done in a matter of hours, whereas the same process would have taken months in the past.This is all well and good in a theoretical blow up a terrorist's phone situation. I wanted to find out if this would really work in the work I do every day. So I was playing around with these same concepts with some of the data I've looked at in the past, and yet again, I was trying to find a very detailed, specific piece of code inside of a massive piece of binary information. So I looked at it at this level, thinking I was looking at the right thing, only to see this doesn't have the connectivity I would have expected for the code I was looking for. In fact, I'm not really sure what this is, but when I stepped back a level and looked at the similarities within the code I saw, this doesn't have similarities like any code that exists out there. I can't even be looking at code. In fact, from this perspective, I could tell, this isn't code. This is an image of some sort. And from here, I can see, it's not just an image, this is a photograph. Now that I know it's a photograph, I've got dozens of other binary translation techniques to visualize and understand that information, so in a matter of seconds, we can take this information, shove it through a dozen other visual translation techniques in order to find out exactly what we were looking at. I saw \u2014 (Laughter) \u2014 it was that darn kitten again. All this is enabled because we were able to find a way to translate a very hard problem to something our brains do very naturally.So what does this mean? Well, for kittens, it means no more hiding in ones and zeros. For me, it means no more wasted weekends. For cyber, it means we have a radical new way to tackle the most impossible problems. It means we have a new weapon in the evolving theater of cyber warfare, but for all of us, it means that cyber engineers now have the ability to become first responders in emergency situations. When seconds count, we've unlocked the means to stop the bad guys.Thank you.(Applause)" +449161,368,"Games are invading the real world -- and the runaway popularity of Farmville and Guitar Hero is just the beginning, says Jesse Schell. At the DICE Summit, he makes a startling prediction: a future where 1-ups and experience points break ""out of the box"" and into every part of our daily lives.",1698,DICE Summit 2010,1266451200,0,Jesse Schell,Jesse Schell: When games invade real life,1,1270283520,"[{'id': 23, 'name': 'Jaw-dropping', 'count': 151}, {'id': 24, 'name': 'Persuasive', 'count': 154}, {'id': 22, 'name': 'Fascinating', 'count': 327}, {'id': 7, 'name': 'Funny', 'count': 372}, {'id': 9, 'name': 'Ingenious', 'count': 187}, {'id': 25, 'name': 'OK', 'count': 105}, {'id': 8, 'name': 'Informative', 'count': 346}, {'id': 21, 'name': 'Unconvincing', 'count': 103}, {'id': 11, 'name': 'Longwinded', 'count': 74}, {'id': 26, 'name': 'Obnoxious', 'count': 97}, {'id': 10, 'name': 'Inspiring', 'count': 179}, {'id': 3, 'name': 'Courageous', 'count': 47}, {'id': 2, 'name': 'Confusing', 'count': 33}, {'id': 1, 'name': 'Beautiful', 'count': 18}]","[{'id': 799, 'hero': 'https://pe.tedcdn.com/images/ted/73dc8433e98af1f411dc3f304a5ec3532b7319c9_1600x1200.jpg', 'speaker': 'Jane McGonigal', 'title': 'Gaming can make a better world', 'duration': 1203, 'slug': 'jane_mcgonigal_gaming_can_make_a_better_world', 'viewed_count': 4573252}]",Game designer,"['business', 'consumerism', 'design', 'entertainment', 'gaming', 'technology']",When games invade real life,"https://www.ted.com/talks/jesse_schell_when_games_invade_real_life +",nan +2532851,371,"With stunning photos and stories, National Geographic Explorer Wade Davis celebrates the extraordinary diversity of the world's indigenous cultures, which are disappearing from the planet at an alarming rate.",1321,TED2003,1044230400,36,Wade Davis,Wade Davis: Dreams from endangered cultures,1,1168301460,"[{'id': 1, 'name': 'Beautiful', 'count': 563}, {'id': 8, 'name': 'Informative', 'count': 698}, {'id': 7, 'name': 'Funny', 'count': 68}, {'id': 2, 'name': 'Confusing', 'count': 24}, {'id': 9, 'name': 'Ingenious', 'count': 136}, {'id': 11, 'name': 'Longwinded', 'count': 55}, {'id': 21, 'name': 'Unconvincing', 'count': 54}, {'id': 10, 'name': 'Inspiring', 'count': 970}, {'id': 22, 'name': 'Fascinating', 'count': 928}, {'id': 3, 'name': 'Courageous', 'count': 192}, {'id': 23, 'name': 'Jaw-dropping', 'count': 380}, {'id': 24, 'name': 'Persuasive', 'count': 426}, {'id': 25, 'name': 'OK', 'count': 75}, {'id': 26, 'name': 'Obnoxious', 'count': 46}]","[{'id': 273, 'hero': 'https://pe.tedcdn.com/images/ted/4c9b41fac40ffc729ea73215f51c44b55a79e504_2880x1620.jpg', 'speaker': 'Wade Davis', 'title': 'The worldwide web of belief and ritual', 'duration': 1152, 'slug': 'wade_davis_on_the_worldwide_web_of_belief_and_ritual', 'viewed_count': 984195}, {'id': 40, 'hero': 'https://pe.tedcdn.com/images/ted/381_480x360.jpg', 'speaker': 'Frans Lanting', 'title': 'The story of life in photographs', 'duration': 977, 'slug': 'frans_lanting_s_lyrical_nature_photos', 'viewed_count': 1697184}, {'id': 34, 'hero': 'https://pe.tedcdn.com/images/ted/227_480x360.jpg', 'speaker': 'Phil Borges', 'title': 'Photos of endangered cultures', 'duration': 1115, 'slug': 'phil_borges_on_endangered_cultures', 'viewed_count': 882034}, {'id': 2141, 'hero': 'https://pe.tedcdn.com/images/ted/5b9e02089f8d97c645bc134ee83be65de49f72a4_2880x1620.jpg', 'speaker': 'Mark Plotkin', 'title': ""What the people of the Amazon know that you don't"", 'duration': 995, 'slug': 'mark_plotkin_what_the_people_of_the_amazon_know_that_you_don_t', 'viewed_count': 1454848}, {'id': 2551, 'hero': 'https://pe.tedcdn.com/images/ted/775f9db04ba2704c562e9bdcdccc3bf973cde4cc_2880x1620.jpg', 'speaker': 'Emma Marris', 'title': 'Nature is everywhere -- we just need to learn to see it', 'duration': 952, 'slug': 'emma_marris_nature_is_everywhere_we_just_need_to_learn_to_see_it', 'viewed_count': 989976}, {'id': 2088, 'hero': 'https://pe.tedcdn.com/images/ted/a7efe202d2a1ef4af543b0b3b80bd225bb242157_2400x1800.jpg', 'speaker': 'Antonio Donato Nobre', 'title': 'The magic of the Amazon: A river that flows invisibly all around us', 'duration': 1295, 'slug': 'antonio_donato_nobre_the_magic_of_the_amazon_a_river_that_flows_invisibly_all_around_us', 'viewed_count': 984932}]","Anthropologist, ethnobotanist","['anthropology', 'culture', 'environment', 'film', 'global issues', 'language', 'photography']",Dreams from endangered cultures,"https://www.ted.com/talks/wade_davis_on_endangered_cultures +","You know, one of the intense pleasures of travel and one of the delights of ethnographic research is the opportunity to live amongst those who have not forgotten the old ways, who still feel their past in the wind, touch it in stones polished by rain, taste it in the bitter leaves of plants. Just to know that Jaguar shamans still journey beyond the Milky Way, or the myths of the Inuit elders still resonate with meaning, or that in the Himalaya, the Buddhists still pursue the breath of the Dharma, is to really remember the central revelation of anthropology, and that is the idea that the world in which we live does not exist in some absolute sense, but is just one model of reality, the consequence of one particular set of adaptive choices that our lineage made, albeit successfully, many generations ago.And of course, we all share the same adaptive imperatives. We're all born. We all bring our children into the world. We go through initiation rites. We have to deal with the inexorable separation of death, so it shouldn't surprise us that we all sing, we all dance, we all have art.But what's interesting is the unique cadence of the song, the rhythm of the dance in every culture. And whether it is the Penan in the forests of Borneo, or the Voodoo acolytes in Haiti, or the warriors in the Kaisut desert of Northern Kenya, the Curandero in the mountains of the Andes, or a caravanserai in the middle of the Sahara \u2014 this is incidentally the fellow that I traveled into the desert with a month ago \u2014 or indeed a yak herder in the slopes of Qomolangma, Everest, the goddess mother of the world.All of these peoples teach us that there are other ways of being, other ways of thinking, other ways of orienting yourself in the Earth. And this is an idea, if you think about it, can only fill you with hope. Now, together the myriad cultures of the world make up a web of spiritual life and cultural life that envelops the planet, and is as important to the well-being of the planet as indeed is the biological web of life that you know as a biosphere. And you might think of this cultural web of life as being an ethnosphere, and you might define the ethnosphere as being the sum total of all thoughts and dreams, myths, ideas, inspirations, intuitions brought into being by the human imagination since the dawn of consciousness. The ethnosphere is humanity's great legacy. It's the symbol of all that we are and all that we can be as an astonishingly inquisitive species.And just as the biosphere has been severely eroded, so too is the ethnosphere \u2014 and, if anything, at a far greater rate. No biologists, for example, would dare suggest that 50 percent of all species or more have been or are on the brink of extinction because it simply is not true, and yet that \u2014 the most apocalyptic scenario in the realm of biological diversity \u2014 scarcely approaches what we know to be the most optimistic scenario in the realm of cultural diversity. And the great indicator of that, of course, is language loss.When each of you in this room were born, there were 6,000 languages spoken on the planet. Now, a language is not just a body of vocabulary or a set of grammatical rules. A language is a flash of the human spirit. It's a vehicle through which the soul of each particular culture comes into the material world. Every language is an old-growth forest of the mind, a watershed, a thought, an ecosystem of spiritual possibilities.And of those 6,000 languages, as we sit here today in Monterey, fully half are no longer being whispered into the ears of children. They're no longer being taught to babies, which means, effectively, unless something changes, they're already dead. What could be more lonely than to be enveloped in silence, to be the last of your people to speak your language, to have no way to pass on the wisdom of the ancestors or anticipate the promise of the children? And yet, that dreadful fate is indeed the plight of somebody somewhere on Earth roughly every two weeks, because every two weeks, some elder dies and carries with him into the grave the last syllables of an ancient tongue.And I know there's some of you who say, ""Well, wouldn't it be better, wouldn't the world be a better place if we all just spoke one language?"" And I say, ""Great, let's make that language Yoruba. Let's make it Cantonese. Let's make it Kogi."" And you'll suddenly discover what it would be like to be unable to speak your own language.And so, what I'd like to do with you today is sort of take you on a journey through the ethnosphere, a brief journey through the ethnosphere, to try to begin to give you a sense of what in fact is being lost. Now, there are many of us who sort of forget that when I say ""different ways of being,"" I really do mean different ways of being.Take, for example, this child of a Barasana in the Northwest Amazon, the people of the anaconda who believe that mythologically they came up the milk river from the east in the belly of sacred snakes. Now, this is a people who cognitively do not distinguish the color blue from the color green because the canopy of the heavens is equated to the canopy of the forest upon which the people depend. They have a curious language and marriage rule which is called ""linguistic exogamy:"" you must marry someone who speaks a different language. And this is all rooted in the mythological past, yet the curious thing is in these long houses, where there are six or seven languages spoken because of intermarriage, you never hear anyone practicing a language. They simply listen and then begin to speak.Or, one of the most fascinating tribes I ever lived with, the Waorani of northeastern Ecuador, an astonishing people first contacted peacefully in 1958. In 1957, five missionaries attempted contact and made a critical mistake. They dropped from the air 8 x 10 glossy photographs of themselves in what we would say to be friendly gestures, forgetting that these people of the rainforest had never seen anything two-dimensional in their lives. They picked up these photographs from the forest floor, tried to look behind the face to find the form or the figure, found nothing, and concluded that these were calling cards from the devil, so they speared the five missionaries to death. But the Waorani didn't just spear outsiders. They speared each other. 54 percent of their mortality was due to them spearing each other. We traced genealogies back eight generations, and we found two instances of natural death and when we pressured the people a little bit about it, they admitted that one of the fellows had gotten so old that he died getting old, so we speared him anyway. (Laughter) But at the same time they had a perspicacious knowledge of the forest that was astonishing. Their hunters could smell animal urine at 40 paces and tell you what species left it behind.In the early '80s, I had a really astonishing assignment when I was asked by my professor at Harvard if I was interested in going down to Haiti, infiltrating the secret societies which were the foundation of Duvalier's strength and Tonton Macoutes, and securing the poison used to make zombies. In order to make sense out of sensation, of course, I had to understand something about this remarkable faith of Vodoun. And Voodoo is not a black magic cult. On the contrary, it's a complex metaphysical worldview. It's interesting. If I asked you to name the great religions of the world, what would you say? Christianity, Islam, Buddhism, Judaism, whatever.There's always one continent left out, the assumption being that sub-Saharan Africa had no religious beliefs. Well, of course, they did and Voodoo is simply the distillation of these very profound religious ideas that came over during the tragic Diaspora of the slavery era. But, what makes Voodoo so interesting is that it's this living relationship between the living and the dead. So, the living give birth to the spirits. The spirits can be invoked from beneath the Great Water, responding to the rhythm of the dance to momentarily displace the soul of the living, so that for that brief shining moment, the acolyte becomes the god. That's why the Voodooists like to say that ""You white people go to church and speak about God. We dance in the temple and become God."" And because you are possessed, you are taken by the spirit \u2014 how can you be harmed? So you see these astonishing demonstrations: Voodoo acolytes in a state of trance handling burning embers with impunity, a rather astonishing demonstration of the ability of the mind to affect the body that bears it when catalyzed in the state of extreme excitation.Now, of all the peoples that I've ever been with, the most extraordinary are the Kogi of the Sierra Nevada de Santa Marta in northern Colombia. Descendants of the ancient Tairona civilization which once carpeted the Caribbean coastal plain of Colombia, in the wake of the conquest, these people retreated into an isolated volcanic massif that soars above the Caribbean coastal plain. In a bloodstained continent, these people alone were never conquered by the Spanish. To this day, they remain ruled by a ritual priesthood but the training for the priesthood is rather extraordinary. The young acolytes are taken away from their families at the age of three and four, sequestered in a shadowy world of darkness in stone huts at the base of glaciers for 18 years: two nine-year periods deliberately chosen to mimic the nine months of gestation they spend in their natural mother's womb; now they are metaphorically in the womb of the great mother. And for this entire time, they are inculturated into the values of their society, values that maintain the proposition that their prayers and their prayers alone maintain the cosmic \u2014 or we might say the ecological \u2014 balance. And at the end of this amazing initiation, one day they're suddenly taken out and for the first time in their lives, at the age of 18, they see a sunrise. And in that crystal moment of awareness of first light as the Sun begins to bathe the slopes of the stunningly beautiful landscape, suddenly everything they have learned in the abstract is affirmed in stunning glory. And the priest steps back and says, ""You see? It's really as I've told you. It is that beautiful. It is yours to protect."" They call themselves the ""elder brothers"" and they say we, who are the younger brothers, are the ones responsible for destroying the world.Now, this level of intuition becomes very important. Whenever we think of indigenous people and landscape, we either invoke Rousseau and the old canard of the ""noble savage,"" which is an idea racist in its simplicity, or alternatively, we invoke Thoreau and say these people are closer to the Earth than we are. Well, indigenous people are neither sentimental nor weakened by nostalgia. There's not a lot of room for either in the malarial swamps of the Asmat or in the chilling winds of Tibet, but they have, nevertheless, through time and ritual, forged a traditional mystique of the Earth that is based not on the idea of being self-consciously close to it, but on a far subtler intuition: the idea that the Earth itself can only exist because it is breathed into being by human consciousness.Now, what does that mean? It means that a young kid from the Andes who's raised to believe that that mountain is an Apu spirit that will direct his or her destiny will be a profoundly different human being and have a different relationship to that resource or that place than a young kid from Montana raised to believe that a mountain is a pile of rock ready to be mined. Whether it's the abode of a spirit or a pile of ore is irrelevant. What's interesting is the metaphor that defines the relationship between the individual and the natural world. I was raised in the forests of British Columbia to believe those forests existed to be cut. That made me a different human being than my friends amongst the Kwagiulth who believe that those forests were the abode of Huxwhukw and the Crooked Beak of Heaven and the cannibal spirits that dwelled at the north end of the world, spirits they would have to engage during their Hamatsa initiation.Now, if you begin to look at the idea that these cultures could create different realities, you could begin to understand some of their extraordinary discoveries. Take this plant here. It's a photograph I took in the Northwest Amazon just last April. This is ayahuasca, which many of you have heard about, the most powerful psychoactive preparation of the shaman's repertoire. What makes ayahuasca fascinating is not the sheer pharmacological potential of this preparation, but the elaboration of it. It's made really of two different sources: on the one hand, this woody liana which has in it a series of beta-carbolines, harmine, harmaline, mildly hallucinogenic \u2014 to take the vine alone is rather to have sort of blue hazy smoke drift across your consciousness \u2014 but it's mixed with the leaves of a shrub in the coffee family called Psychotria viridis. This plant had in it some very powerful tryptamines, very close to brain serotonin, dimethyltryptamine, 5-methoxydimethyltryptamine. If you've ever seen the Yanomami blowing that snuff up their noses, that substance they make from a different set of species also contains methoxydimethyltryptamine. To have that powder blown up your nose is rather like being shot out of a rifle barrel lined with baroque paintings and landing on a sea of electricity. (Laughter) It doesn't create the distortion of reality; it creates the dissolution of reality.In fact, I used to argue with my professor, Richard Evan Shultes \u2014 who is a man who sparked the psychedelic era with his discovery of the magic mushrooms in Mexico in the 1930s \u2014 I used to argue that you couldn't classify these tryptamines as hallucinogenic because by the time you're under the effects there's no one home anymore to experience a hallucination. (Laughter)But the thing about tryptamines is they cannot be taken orally because they're denatured by an enzyme found naturally in the human gut called monoamine oxidase. They can only be taken orally if taken in conjunction with some other chemical that denatures the MAO. Now, the fascinating things are that the beta-carbolines found within that liana are MAO inhibitors of the precise sort necessary to potentiate the tryptamine. So you ask yourself a question. How, in a flora of 80,000 species of vascular plants, do these people find these two morphologically unrelated plants that when combined in this way, created a kind of biochemical version of the whole being greater than the sum of the parts?Well, we use that great euphemism, ""trial and error,"" which is exposed to be meaningless. But you ask the Indians, and they say, ""The plants talk to us.""Well, what does that mean? This tribe, the Cofan, has 17 varieties of ayahuasca, all of which they distinguish a great distance in the forest, all of which are referable to our eye as one species. And then you ask them how they establish their taxonomy and they say, ""I thought you knew something about plants. I mean, don't you know anything?"" And I said, ""No."" Well, it turns out you take each of the 17 varieties in the night of a full moon, and it sings to you in a different key. Now, that's not going to get you a Ph.D. at Harvard, but it's a lot more interesting than counting stamens. (Laughter)Now \u2014 (Applause) \u2014 the problem \u2014 the problem is that even those of us sympathetic with the plight of indigenous people view them as quaint and colorful but somehow reduced to the margins of history as the real world, meaning our world, moves on. Well, the truth is the 20th century, 300 years from now, is not going to be remembered for its wars or its technological innovations, but rather as the era in which we stood by and either actively endorsed or passively accepted the massive destruction of both biological and cultural diversity on the planet. Now, the problem isn't change. All cultures through all time have constantly been engaged in a dance with new possibilities of life.And the problem is not technology itself. The Sioux Indians did not stop being Sioux when they gave up the bow and arrow any more than an American stopped being an American when he gave up the horse and buggy. It's not change or technology that threatens the integrity of the ethnosphere. It is power, the crude face of domination. Wherever you look around the world, you discover that these are not cultures destined to fade away; these are dynamic living peoples being driven out of existence by identifiable forces that are beyond their capacity to adapt to: whether it's the egregious deforestation in the homeland of the Penan \u2014 a nomadic people from Southeast Asia, from Sarawak \u2014 a people who lived free in the forest until a generation ago, and now have all been reduced to servitude and prostitution on the banks of the rivers, where you can see the river itself is soiled with the silt that seems to be carrying half of Borneo away to the South China Sea, where the Japanese freighters hang light in the horizon ready to fill their holds with raw logs ripped from the forest \u2014 or, in the case of the Yanomami, it's the disease entities that have come in, in the wake of the discovery of gold.Or if we go into the mountains of Tibet, where I'm doing a lot of research recently, you'll see it's a crude face of political domination. You know, genocide, the physical extinction of a people is universally condemned, but ethnocide, the destruction of people's way of life, is not only not condemned, it's universally, in many quarters, celebrated as part of a development strategy. And you cannot understand the pain of Tibet until you move through it at the ground level. I once travelled 6,000 miles from Chengdu in Western China overland through southeastern Tibet to Lhasa with a young colleague, and it was only when I got to Lhasa that I understood the face behind the statistics you hear about: 6,000 sacred monuments torn apart to dust and ashes, 1.2 million people killed by the cadres during the Cultural Revolution. This young man's father had been ascribed to the Panchen Lama. That meant he was instantly killed at the time of the Chinese invasion. His uncle fled with His Holiness in the Diaspora that took the people to Nepal. His mother was incarcerated for the crime of being wealthy. He was smuggled into the jail at the age of two to hide beneath her skirt tails because she couldn't bear to be without him. The sister who had done that brave deed was put into an education camp. One day she inadvertently stepped on an armband of Mao, and for that transgression, she was given seven years of hard labor. The pain of Tibet can be impossible to bear, but the redemptive spirit of the people is something to behold.And in the end, then, it really comes down to a choice: do we want to live in a monochromatic world of monotony or do we want to embrace a polychromatic world of diversity? Margaret Mead, the great anthropologist, said, before she died, that her greatest fear was that as we drifted towards this blandly amorphous generic world view not only would we see the entire range of the human imagination reduced to a more narrow modality of thought, but that we would wake from a dream one day having forgotten there were even other possibilities.And it's humbling to remember that our species has, perhaps, been around for [150,000] years. The Neolithic Revolution \u2014 which gave us agriculture, at which time we succumbed to the cult of the seed; the poetry of the shaman was displaced by the prose of the priesthood; we created hierarchy specialization surplus \u2014 is only 10,000 years ago. The modern industrial world as we know it is barely 300 years old. Now, that shallow history doesn't suggest to me that we have all the answers for all of the challenges that will confront us in the ensuing millennia. When these myriad cultures of the world are asked the meaning of being human, they respond with 10,000 different voices.And it's within that song that we will all rediscover the possibility of being what we are: a fully conscious species, fully aware of ensuring that all peoples and all gardens find a way to flourish. And there are great moments of optimism.This is a photograph I took at the northern tip of Baffin Island when I went narwhal hunting with some Inuit people, and this man, Olayuk, told me a marvelous story of his grandfather. The Canadian government has not always been kind to the Inuit people, and during the 1950s, to establish our sovereignty, we forced them into settlements. This old man's grandfather refused to go. The family, fearful for his life, took away all of his weapons, all of his tools. Now, you must understand that the Inuit did not fear the cold; they took advantage of it. The runners of their sleds were originally made of fish wrapped in caribou hide. So, this man's grandfather was not intimidated by the Arctic night or the blizzard that was blowing. He simply slipped outside, pulled down his sealskin trousers and defecated into his hand. And as the feces began to freeze, he shaped it into the form of a blade. He put a spray of saliva on the edge of the shit knife and as it finally froze solid, he butchered a dog with it. He skinned the dog and improvised a harness, took the ribcage of the dog and improvised a sled, harnessed up an adjacent dog, and disappeared over the ice floes, shit knife in belt. Talk about getting by with nothing. (Laughter)And this, in many ways \u2014 (Applause) \u2014 is a symbol of the resilience of the Inuit people and of all indigenous people around the world. The Canadian government in April of 1999 gave back to total control of the Inuit an area of land larger than California and Texas put together. It's our new homeland. It's called Nunavut. It's an independent territory. They control all mineral resources. An amazing example of how a nation-state can seek restitution with its people.And finally, in the end, I think it's pretty obvious at least to all of all us who've traveled in these remote reaches of the planet, to realize that they're not remote at all. They're homelands of somebody. They represent branches of the human imagination that go back to the dawn of time. And for all of us, the dreams of these children, like the dreams of our own children, become part of the naked geography of hope.So, what we're trying to do at the National Geographic, finally, is, we believe that politicians will never accomplish anything. We think that polemics \u2014 (Applause) \u2014 we think that polemics are not persuasive, but we think that storytelling can change the world, and so we are probably the best storytelling institution in the world. We get 35 million hits on our website every month. 156 nations carry our television channel. Our magazines are read by millions. And what we're doing is a series of journeys to the ethnosphere where we're going to take our audience to places of such cultural wonder that they cannot help but come away dazzled by what they have seen, and hopefully, therefore, embrace gradually, one by one, the central revelation of anthropology: that this world deserves to exist in a diverse way, that we can find a way to live in a truly multicultural, pluralistic world where all of the wisdom of all peoples can contribute to our collective well-being.Thank you very much. (Applause)" +956539,17,"Corals in the Pacific Ocean have been dying at an alarming rate, particularly from bleaching brought on by increased water temperatures. But it's not too late to act, says TED Fellow Kristen Marhaver. She points to the Caribbean -- given time, stable temperatures and strong protection, corals there have shown the ability to survive and recover from trauma. Marhaver reminds us why we need to keep working to protect the precious corals we have left. ""Corals have always been playing the long game,"" she says, ""and now so are we.""",434,TED2017,1492992000,12,Kristen Marhaver,Kristen Marhaver: Why I still have hope for coral reefs,1,1501253483,"[{'id': 23, 'name': 'Jaw-dropping', 'count': 17}, {'id': 1, 'name': 'Beautiful', 'count': 27}, {'id': 10, 'name': 'Inspiring', 'count': 39}, {'id': 9, 'name': 'Ingenious', 'count': 5}, {'id': 8, 'name': 'Informative', 'count': 31}, {'id': 24, 'name': 'Persuasive', 'count': 10}, {'id': 22, 'name': 'Fascinating', 'count': 9}, {'id': 3, 'name': 'Courageous', 'count': 4}, {'id': 7, 'name': 'Funny', 'count': 1}, {'id': 2, 'name': 'Confusing', 'count': 0}, {'id': 11, 'name': 'Longwinded', 'count': 0}, {'id': 21, 'name': 'Unconvincing', 'count': 0}, {'id': 25, 'name': 'OK', 'count': 0}, {'id': 26, 'name': 'Obnoxious', 'count': 0}]","[{'id': 2385, 'hero': 'https://pe.tedcdn.com/images/ted/227938cb400663b2cb85b8732f2d57922f29dee9_2880x1620.jpg', 'speaker': 'Kristen Marhaver', 'title': ""How we're growing baby corals to rebuild reefs"", 'duration': 826, 'slug': 'kristen_marhaver_how_we_re_growing_baby_corals_to_rebuild_reefs', 'viewed_count': 729248}, {'id': 2782, 'hero': 'https://pe.tedcdn.com/images/ted/49ba3b74fca20ba8af6b129652f39b84d10e6ff8_2880x1620.jpg', 'speaker': 'Triona McGrath', 'title': ""How pollution is changing the ocean's chemistry"", 'duration': 543, 'slug': 'triona_mcgrath_how_pollution_is_changing_the_ocean_s_chemistry', 'viewed_count': 1052664}, {'id': 519, 'hero': 'https://pe.tedcdn.com/images/ted/a6e43646ffe7b9099266bd6ff8210e8534135124_2880x1620.jpg', 'speaker': 'Margaret Wertheim', 'title': 'The beautiful math of coral', 'duration': 933, 'slug': 'margaret_wertheim_crochets_the_coral_reef', 'viewed_count': 1280864}, {'id': 2390, 'hero': 'https://pe.tedcdn.com/images/ted/9a8ed14cef99ed36c93a952adf824345fb9e7108_2880x1620.jpg', 'speaker': 'Laura Robinson', 'title': 'The secrets I find on the mysterious ocean floor', 'duration': 681, 'slug': 'laura_robinson_the_secrets_i_find_on_the_mysterious_ocean_floor', 'viewed_count': 1487128}, {'id': 854, 'hero': 'https://pe.tedcdn.com/images/ted/169889_800x600.jpg', 'speaker': 'Enric Sala', 'title': 'Glimpses of a pristine ocean', 'duration': 1195, 'slug': 'enric_sala', 'viewed_count': 316525}, {'id': 850, 'hero': 'https://pe.tedcdn.com/images/ted/168503_800x600.jpg', 'speaker': 'Jeremy Jackson', 'title': 'How we wrecked the ocean', 'duration': 1099, 'slug': 'jeremy_jackson', 'viewed_count': 612336}]",Coral reef biologist,"['TED Fellows', 'animals', 'biology', 'climate change', 'environment', 'exoskeleton', 'microbiology', 'nature', 'oceans', 'pollution', 'science', 'water']",Why I still have hope for coral reefs,"https://www.ted.com/talks/kristen_marhaver_why_i_still_have_hope_for_coral_reefs +","The first time I cried underwater was in 2008, the island of Cura\xe7ao, way down in the southern Caribbean. It's beautiful there. I was studying these corals for my PhD, and after days and days of diving on the same reef, I had gotten to know them as individuals. I had made friends with coral colonies \u2014 totally a normal thing to do. Then, Hurricane Omar smashed them apart and ripped off their skin, leaving little bits of wounded tissue that would have a hard time healing, and big patches of dead skeleton that would get overgrown by algae. When I saw this damage for the first time, stretching all the way down the reef, I sunk onto the sand in my scuba gear and I cried. If a coral could die that fast, how could a reef ever survive? And why was I making it my job to try to fight for them?I never heard another scientist tell that kind of story until last year. A scientist in Guam wrote, ""I cried right into my mask,"" seeing the damage on the reefs. Then a scientist in Australia wrote, ""I showed my students the results of our coral surveys, and we wept."" Crying about corals is having a moment, guys.(Laughter)And that's because reefs in the Pacific are losing corals faster than we've ever seen before. Because of climate change, the water is so hot for so long in the summers, that these animals can't function normally. They're spitting out the colored algae that lives in their skin, and the clear bleached tissue that's left usually starves to death and then rots away. Then the skeletons are overgrown by algae.This is happening over an unbelievable scale. The Northern Great Barrier Reef lost two-thirds of its corals last year over a distance of hundreds of miles, then bleached again this year, and the bleaching stretched further south. Reefs in the Pacific are in a nosedive right now, and no one knows how bad it's going to get, except ... over in the Caribbean where I work, we've already been through the nosedive. Reefs there have suffered through centuries of intense human abuse. We kind of already know how the story goes. And we might be able to help predict what happens next.Let's consult a graph. Since the invention of scuba, scientists have measured the amount of coral on the seafloor, and how it's changed through time. And after centuries of ratcheting human pressure, Caribbean reefs met one of three fates. Some reefs lost their corals very quickly. Some reefs lost their corals more slowly, but kind of ended up in the same place. OK, so far this is not going very well. But some reefs in the Caribbean \u2014 the ones best protected and the ones a little further from humans \u2014 they managed to hold onto their corals. Give us a challenge. And, we almost never saw a reef hit zero.The second time I cried underwater was on the north shore of Cura\xe7ao, 2011. It was the calmest day of the year, but it's always pretty sketchy diving there. My boyfriend and I swam against the waves. I watched my compass so we could find our way back out, and he watched for sharks, and after 20 minutes of swimming that felt like an hour, we finally dropped down to the reef, and I was so shocked, and I was so happy that my eyes filled with tears. There were corals 1,000 years old lined up one after another. They had survived the entire history of European colonialism in the Caribbean, and for centuries before that.I never knew what a coral could do when it was given a chance to thrive. The truth is that even as we lose so many corals, even as we go through this massive coral die-off, some reefs will survive. Some will be ragged on the edge, some will be beautiful. And by protecting shorelines and giving us food to eat and supporting tourism, they will still be worth billions and billions of dollars a year. The best time to protect a reef was 50 years ago, but the second-best time is right now. Even as we go through bleaching events, more frequent and in more places, some corals will be able to recover.We had a bleaching event in 2010 in the Caribbean that took off big patches of skin on boulder corals like these. This coral lost half of its skin. But if you look at the side of this coral a few years later, this coral is actually healthy again. It's doing what a healthy coral does. It's making copies of its polyps, it's fighting back the algae and it's reclaiming its territory. If a few polyps survive, a coral can regrow; it just needs time and protection and a reasonable temperature. Some corals can regrow in 10 years \u2014 others take a lot longer. But the more stresses we take off them locally \u2014 things like overfishing, sewage pollution, fertilizer pollution, dredging, coastal construction \u2014 the better they can hang on as we stabilize the climate, and the faster they can regrow.And as we go through the long, tough and necessary process of stabilizing the climate of planet Earth, some new corals will still be born. This is what I study in my research. We try to understand how corals make babies, and how those babies find their way to the reef, and we invent new methods to help them survive those early, fragile life stages. One of my favorite coral babies of all time showed up right after Hurricane Omar. It's the same species I was studying before the storm, but you almost never see babies of this species \u2014 it's really rare. This is actually an endangered species. In this photo, this little baby coral, this little circle of polyps, is a few years old. Like its cousins that bleach, it's fighting back the algae. And like its cousins on the north shore, it's aiming to live for 1,000 years.What's happening in the world and in the ocean has changed our time horizon. We can be incredibly pessimistic on the short term, and mourn what we lost and what we really took for granted. But we can still be optimistic on the long term, and we can still be ambitious about what we fight for and what we expect from our governments, from our planet. Corals have been living on planet Earth for hundreds of millions of years. They survived the extinction of the dinosaurs. They're badasses.(Laughter)An individual coral can go through tremendous trauma and fully recover if it's given a chance and it's given protection. Corals have always been playing the long game, and now so are we.Thanks very much.(Applause)" +756974,164,"During the financial crisis, the central banks of the United States, United Kingdom and Japan created $3.7 trillion in order to buy assets and encourage investors to do the same. Michael Metcalfe offers a shocking idea: could these same central banks print money to ensure they stay on track with their goals for global aid? Without risking inflation?",864,TED@State Street Boston,1383696000,23,Michael Metcalfe,Michael Metcalfe: We need money for aid. So let\u2019s print it.,1,1393431301,"[{'id': 26, 'name': 'Obnoxious', 'count': 33}, {'id': 11, 'name': 'Longwinded', 'count': 21}, {'id': 21, 'name': 'Unconvincing', 'count': 148}, {'id': 8, 'name': 'Informative', 'count': 102}, {'id': 22, 'name': 'Fascinating', 'count': 113}, {'id': 9, 'name': 'Ingenious', 'count': 68}, {'id': 25, 'name': 'OK', 'count': 46}, {'id': 24, 'name': 'Persuasive', 'count': 104}, {'id': 3, 'name': 'Courageous', 'count': 69}, {'id': 10, 'name': 'Inspiring', 'count': 84}, {'id': 23, 'name': 'Jaw-dropping', 'count': 13}, {'id': 7, 'name': 'Funny', 'count': 15}, {'id': 2, 'name': 'Confusing', 'count': 18}, {'id': 1, 'name': 'Beautiful', 'count': 12}]","[{'id': 1510, 'hero': 'https://pe.tedcdn.com/images/ted/8a2d1681d687b0ccb065b08d2f153af19258b2b5_800x600.jpg', 'speaker': 'Jamie Drummond', 'title': ""Let's crowdsource the world's goals"", 'duration': 730, 'slug': 'jamie_drummond_how_to_set_goals_for_the_world', 'viewed_count': 509750}, {'id': 1901, 'hero': 'https://pe.tedcdn.com/images/ted/568bf460212248807e5acde5f149bd29c1307c2a_1600x1200.jpg', 'speaker': 'Roger Stein', 'title': 'A bold new way to fund drug research', 'duration': 669, 'slug': 'roger_stein_a_bold_new_way_to_fund_drug_research', 'viewed_count': 904210}, {'id': 1768, 'hero': 'https://pe.tedcdn.com/images/ted/a48edfabaf3729e24dc8ad5e7fda6e35fefd97a4_1600x1200.jpg', 'speaker': 'Didier Sornette', 'title': 'How we can predict the next financial crisis', 'duration': 1021, 'slug': 'didier_sornette_how_we_can_predict_the_next_financial_crisis', 'viewed_count': 1361411}, {'id': 2114, 'hero': 'https://pe.tedcdn.com/images/ted/ce2d442216b0cd4d8eb2794f3620624316232c42_2880x1620.jpg', 'speaker': 'Joy Sun', 'title': 'Should you donate differently?', 'duration': 455, 'slug': 'joy_sun_should_you_donate_differently', 'viewed_count': 1218131}, {'id': 159, 'hero': 'https://pe.tedcdn.com/images/ted/1336dc7f8acd95368f45bcb93499e9e407d7a63a_2880x1620.jpg', 'speaker': 'Andrew Mwenda', 'title': 'Aid for Africa? No thanks.', 'duration': 1027, 'slug': 'andrew_mwenda_takes_a_new_look_at_africa', 'viewed_count': 722934}, {'id': 152, 'hero': 'https://pe.tedcdn.com/images/ted/4aed32875055ca63b00cadbba9f05628f96ef49e_1600x1200.jpg', 'speaker': 'Ngozi Okonjo-Iweala', 'title': 'Aid versus trade', 'duration': 1330, 'slug': 'ngozi_okonjo_iweala_on_aid_versus_trade', 'viewed_count': 524077}]",Financial expert,"['economics', 'global issues', 'poverty']",We need money for aid. So let\u2019s print it.,"https://www.ted.com/talks/michael_metcalfe_we_need_money_for_aid_so_let_s_print_it +","Thirteen years ago, we set ourselves a goal to end poverty. After some success, we've hit a big hurdle. The aftermath of the financial crisis has begun to hit aid payments, which have fallen for two consecutive years. My question is whether the lessons learned from saving the financial system can be used to help us overcome that hurdle and help millions. Can we simply print money for aid?""Surely not."" It's a common reaction. (Laughter) It's a quick talk. Others channel John McEnroe. ""You cannot be serious!""Now, I can't do the accent, but I am serious, thanks to these two children, who, as you'll learn, are very much at the heart of my talk. On the left, we have Pia. She lives in England. She has two loving parents, one of whom is standing right here. Dorothy, on the right, lives in rural Kenya. She's one of 13,000 orphans and vulnerable children who are assisted by a charity that I support. I do that because I believe that Dorothy, like Pia, deserves the best life chances that we can afford to give her. You'll all agree with me, I'm sure. The U.N. agrees too. Their overriding aim for international aid is to strive for a life of dignity for all.But \u2014 and here's that hurdle \u2014 can we afford our aid aspirations? History suggests not. In 1970, governments set themselves a target to increase overseas aid payments to 0.7 percent of their national income. As you can see, a big gap opens up between actual aid and that target. But then come the Millennium Development Goals, eight ambitious targets to be met by 2015. If I tell you that just one of those targets is to eradicate extreme hunger and poverty, you get a sense of the ambition. There's also been some success. The number of people living on less than $1.25 a day has halved. But a lot remains to be done in two years. One in eight remain hungry. In the context of this auditorium, the front two rows aren't going to get any food. We can't settle for that, which is why the concern about the eighth goal, which relates to funding, which I said at the beginning is falling, is so troubling.So what can be done? Well, I work in financial markets, not development. I study the behavior of investors, how they react to policy and the economy. It gives me a different angle on the aid issue. But it took an innocent question from my then-four-year-old daughter to make me appreciate that.Pia and I were on the way to a local cafe and we passed a man collecting for charity. I didn't have any change to give him, and she was disappointed. Once in the cafe, Pia takes out her coloring book and starts scribbling. After a little while, I ask her what she's doing, and she shows me a drawing of a \xa35 note to give to the man outside. It's so sweet, and more generous than Dad would have been. But of course I explained to her, ""You can't do that; it's not allowed."" To which I get the classic four-year-old response: ""Why not?"" Now I'm excited, because I actually think I can answer this time. So I launch into an explanation of how an unlimited supply of money chasing a limited number of goods sends prices to the moon.Something about that exchange stuck with me, not because of the look of relief on Pia's face when I finally finished, but because it related to the sanctity of the money supply, a sanctity that had been challenged and questioned by the reaction of central banks to the financial crisis. To reassure investors, central banks began buying assets to try and encourage investors to do the same. They funded these purchases with money they created themselves. The money wasn't actually physically printed. It's still sort of locked away in the banking system today. But the amount created was unprecedented. Together, the central banks of the U.S., U.K and Japan increased the stock of money in their economies by 3.7 trillion dollars. That's three times, in fact that's more than three times, the total physical stock of dollar notes in circulation. Three times!Before the crisis, this would have been utterly unthinkable, yet it was accepted remarkably quickly. The price of gold, an asset thought to protect against inflation, did jump, but investors bought other assets that offered little protection from inflation. They bought fixed income securities, bonds. They bought equities too. For all the scare stories, the actual actions of investors spoke of rapid acceptance and confidence.That confidence was based on two pillars. The first was that, after years of keeping inflation under control, central banks were trusted to take the money-printing away if inflation became a threat. Secondly, inflation simply never became a threat. As you can see, in the United States, inflation for most of this period remained below average. It was the same elsewhere.So how does all this relate to aid? Well, this is where Dorothy and the Mango Tree charity that supports her comes in. I was at one of their fundraising events earlier this year, and I was inspired to give a one-off donation when I remembered that my firm offers to match the charitable contributions its employees make. So think of this: Instead of just being able to help Dorothy and four of her classmates to go through secondary school for a few years, I was able to double my contribution. Brilliant.So following that conversation with my daughter, and seeing the absence of inflation in the face of money-printing, and knowing that international aid payments were falling at just the wrong time, this made me wonder: Could we match but just on a much grander scale? Let's call this scheme ""Print Aid."" And here's how it might work. Provided it saw little inflation risk from doing so, the central bank would be mandated to match the government's overseas aid payments up to a certain limit. Governments have been aiming to get aid to 0.7 percent for years, so let's set the limit at half of that, 0.35 percent of their income. So it would work like this: If in a given year the government gave 0.2 percent of its income to overseas aid, the central bank would simply top it up with a further 0.2 percent. So far so good.How risky is this? Well, this involves the creation of money to buy goods, not assets. It sounds more inflationary already, doesn't it. But there are two important mitigating factors here. The first is that by definition, this money printed would be spent overseas. So it's not obvious how it leads to inflation in the country doing the actual printing unless it leads to a currency depreciation of that country. That is unlikely for the second reason: the scale of the money that would be printed under this scheme. So let's think of an example where Print Aid was in place in the U.S., U.K. and Japan. To match the aid payments made by those governments over the last four years, Print Aid would have generated 200 billion dollars' worth of extra aid. What would that look like in the context of the increase in the money stock that had already happened in those countries to save the financial system? Are you read for this? You might struggle to see that at the back, because the gap is quite small. So what we're saying here is that we took a $3.7 trillion gamble to save our financial systems, and you know what, it paid off. There was no inflation. Are we really saying that it's not worth the risk to print an extra 200 billion for aid? Would the risks really be that different? To me, it's not that clear. What is clear is the impact on aid. Even though this is the printing of just three central banks, the global aid that's given over this period is up by almost 40 percent. Aid as a proportion of national income all of a sudden is at a 40-year high. Now, we don't get to 0.7 percent. Governments are still incentivized to give. But you know what, that's the point of a matching scheme.So I think what we've learned is that the risks from this money creation scheme are quite modest, but the benefits are potentially huge. Imagine what we could do with 40 percent more funding. We might be able to feed the front row.The thing that I fear, the only thing that I fear, apart from the fact that I've run out of time, is that the window of opportunity for this idea is a short one. Today, money creation by central banks is an accepted policy tool. That may not always be the case. Today there are universally agreed aims for international aid. That may not always be the case. Today might be the only time that these two things coincide, such that we can afford the aid that we've always aspired to give.So, can we print money for international aid? I seriously believe the question should be, why not?Thank you very much.(Applause)" +1409327,91,"In this deceptively casual talk, Charles Leadbeater weaves a tight argument that innovation isn't just for professionals anymore. Passionate amateurs, using new tools, are creating products and paradigms that companies can't.",1141,TEDGlobal 2005,1121299200,24,Charles Leadbeater,Charles Leadbeater: The era of open innovation,1,1170202260,"[{'id': 9, 'name': 'Ingenious', 'count': 116}, {'id': 3, 'name': 'Courageous', 'count': 29}, {'id': 1, 'name': 'Beautiful', 'count': 32}, {'id': 8, 'name': 'Informative', 'count': 355}, {'id': 10, 'name': 'Inspiring', 'count': 408}, {'id': 22, 'name': 'Fascinating', 'count': 200}, {'id': 11, 'name': 'Longwinded', 'count': 37}, {'id': 21, 'name': 'Unconvincing', 'count': 16}, {'id': 24, 'name': 'Persuasive', 'count': 249}, {'id': 25, 'name': 'OK', 'count': 67}, {'id': 23, 'name': 'Jaw-dropping', 'count': 36}, {'id': 7, 'name': 'Funny', 'count': 11}, {'id': 2, 'name': 'Confusing', 'count': 10}, {'id': 26, 'name': 'Obnoxious', 'count': 3}]","[{'id': 216, 'hero': 'https://pe.tedcdn.com/images/ted/8cea3025b2122cfdc2ba6a72f832565716946034_1600x1200.jpg', 'speaker': 'Howard Rheingold', 'title': 'The new power of collaboration', 'duration': 1171, 'slug': 'howard_rheingold_on_collaboration', 'viewed_count': 930995}, {'id': 247, 'hero': 'https://pe.tedcdn.com/images/ted/38680_480x360.jpg', 'speaker': 'Yochai Benkler', 'title': 'The new open-source economics', 'duration': 1072, 'slug': 'yochai_benkler_on_the_new_open_source_economics', 'viewed_count': 753972}, {'id': 274, 'hero': 'https://pe.tedcdn.com/images/ted/e6c6b4815092ef9bd13a54705759297af68eaf7a_1600x1200.jpg', 'speaker': 'Clay Shirky', 'title': 'Institutions vs. collaboration', 'duration': 1246, 'slug': 'clay_shirky_on_institutions_versus_collaboration', 'viewed_count': 1097523}, {'id': 1492, 'hero': 'https://pe.tedcdn.com/images/ted/513006b05e2c4a9ed835586ced60716c76ef5094_2880x1620.jpg', 'speaker': 'Don Tapscott', 'title': 'Four principles for the open world', 'duration': 1070, 'slug': 'don_tapscott_four_principles_for_the_open_world_1', 'viewed_count': 1009329}, {'id': 2470, 'hero': 'https://pe.tedcdn.com/images/ted/2ba99f16e0514c22ae7804b503becb1ce47af9d4_2880x1620.jpg', 'speaker': 'Knut Haanaes', 'title': 'Two reasons companies fail -- and how to avoid them', 'duration': 638, 'slug': 'knut_haanaes_two_reasons_companies_fail_and_how_to_avoid_them', 'viewed_count': 1743821}, {'id': 661, 'hero': 'https://pe.tedcdn.com/images/ted/123298_800x600.jpg', 'speaker': 'John Gerzema', 'title': 'The post-crisis consumer', 'duration': 994, 'slug': 'john_gerzema_the_post_crisis_consumer', 'viewed_count': 760488}]",Innovation consultant,"['business', 'collaboration', 'culture', 'economics', 'innovation', 'invention', 'media', 'open-source', 'product design']",The era of open innovation,"https://www.ted.com/talks/charles_leadbeater_on_innovation +","What I'm going to do, in the spirit of collaborative creativity, is simply repeat many of the points that the three people before me have already made, but do them \u2014 this is called ""creative collaboration;"" it's actually called ""borrowing"" \u2014 but do it through a particular perspective, and that is to ask about the role of users and consumers in this emerging world of collaborative creativity that Jimmy and others have talked about.Let me just ask you, to start with, this simple question: who invented the mountain bike? Because traditional economic theory would say, well, the mountain bike was probably invented by some big bike corporation that had a big R&D lab where they were thinking up new projects, and it came out of there. It didn't come from there. Another answer might be, well, it came from a sort of lone genius working in his garage, who, working away on different kinds of bikes, comes up with a bike out of thin air.It didn't come from there. The mountain bike came from users, came from young users, particularly a group in Northern California, who were frustrated with traditional racing bikes, which were those sort of bikes that Eddy Merckx rode, or your big brother, and they're very glamorous. But also frustrated with the bikes that your dad rode, which sort of had big handlebars like that, and they were too heavy. So, they got the frames from these big bikes, put them together with the gears from the racing bikes, got the brakes from motorcycles, and sort of mixed and matched various ingredients. And for the first, I don't know, three to five years of their life, mountain bikes were known as ""clunkers."" And they were just made in a community of bikers, mainly in Northern California.And then one of these companies that was importing parts for the clunkers decided to set up in business, start selling them to other people, and gradually another company emerged out of that, Marin, and it probably was, I don't know, 10, maybe even 15, years, before the big bike companies realized there was a market. Thirty years later, mountain bike sales and mountain bike equipment account for 65 percent of bike sales in America. That's 58 billion dollars.This is a category entirely created by consumers that would not have been created by the mainstream bike market because they couldn't see the need, the opportunity; they didn't have the incentive to innovate. The one thing I think I disagree with about Yochai's presentation is when he said the Internet causes this distributive capacity for innovation to come alive. It's when the Internet combines with these kinds of passionate pro-am consumers \u2014 who are knowledgeable; they've got the incentive to innovate; they've got the tools; they want to \u2014 that you get this kind of explosion of creative collaboration. And out of that, you get the need for the kind of things that Jimmy was talking about, which is our new kinds of organization, or a better way to put it: how do we organize ourselves without organizations? That's now possible; you don't need an organization to be organized, to achieve large and complex tasks, like innovating new software programs.So this is a huge challenge to the way we think creativity comes about. The traditional view, still enshrined in much of the way that we think about creativity \u2014 in organizations, in government \u2014 is that creativity is about special people: wear baseball caps the wrong way round, come to conferences like this, in special places, elite universities, R&D labs in the forests, water, maybe special rooms in companies painted funny colors, you know, bean bags, maybe the odd table-football table. Special people, special places, think up special ideas, then you have a pipeline that takes the ideas down to the waiting consumers, who are passive. They can say ""yes"" or ""no"" to the invention. That's the idea of creativity. What's the policy recommendation out of that if you're in government, or you're running a large company? More special people, more special places. Build creative clusters in cities; create more R&D parks, so on and so forth. Expand the pipeline down to the consumers.Well this view, I think, is increasingly wrong. I think it's always been wrong, because I think always creativity has been highly collaborative, and it's probably been largely interactive. But it's increasingly wrong, and one of the reasons it's wrong is that the ideas are flowing back up the pipeline. The ideas are coming back from the consumers, and they're often ahead of the producers. Why is that? Well, one issue is that radical innovation, when you've got ideas that affect a large number of technologies or people, have a great deal of uncertainty attached to them. The payoffs to innovation are greatest where the uncertainty is highest. And when you get a radical innovation, it's often very uncertain how it can be applied.The whole history of telephony is a story of dealing with that uncertainty. The very first landline telephones, the inventors thought that they would be used for people to listen in to live performances from West End theaters. When the mobile telephone companies invented SMS, they had no idea what it was for; it was only when that technology got into the hands of teenage users that they invented the use.So the more radical the innovation, the more the uncertainty, the more you need innovation in use to work out what a technology is for. All of our patents, our entire approach to patents and invention, is based on the idea that the inventor knows what the invention is for; we can say what it's for. More and more, the inventors of things will not be able to say that in advance. It will be worked out in use, in collaboration with users. We like to think that invention is a sort of moment of creation: there is a moment of birth when someone comes up with an idea. The truth is that most creativity is cumulative and collaborative; like Wikipedia, it develops over a long period of time.The second reason why users are more and more important is that they are the source of big, disruptive innovations. If you want to find the big new ideas, it's often difficult to find them in mainstream markets, in big organizations. And just look inside large organizations and you'll see why that is so. So, you're in a big corporation. You're obviously keen to go up the corporate ladder. Do you go into your board and say, ""Look, I've got a fantastic idea for an embryonic product in a marginal market, with consumers we've never dealt with before, and I'm not sure it's going to have a big payoff, but it could be really, really big in the future?"" No, what you do, is you go in and you say, ""I've got a fantastic idea for an incremental innovation to an existing product we sell through existing channels to existing users, and I can guarantee you get this much return out of it over the next three years.""Big corporations have an in-built tendency to reinforce past success. They've got so much sunk in it that it's very difficult for them to spot emerging new markets. Emerging new markets, then, are the breeding grounds for passionate users. Best example: who in the music industry, 30 years ago, would have said, ""Yes, let's invent a musical form which is all about dispossessed black men in ghettos expressing their frustration with the world through a form of music that many people find initially quite difficult to listen to. That sounds like a winner; we'll go with it."" (Laughter). So what happens? Rap music is created by the users. They do it on their own tapes, with their own recording equipment; they distribute it themselves. 30 years later, rap music is the dominant musical form of popular culture \u2014 would never have come from the big companies. Had to start \u2014 this is the third point \u2014 with these pro-ams.This is the phrase that I've used in some stuff which I've done with a think tank in London called Demos, where we've been looking at these people who are amateurs \u2014 i.e., they do it for the love of it \u2014 but they want to do it to very high standards. And across a whole range of fields \u2014 from software, astronomy, natural sciences, vast areas of leisure and culture like kite-surfing, so on and so forth \u2014 you find people who want to do things because they love it, but they want to do these things to very high standards. They work at their leisure, if you like. They take their leisure very seriously: they acquire skills; they invest time; they use technology that's getting cheaper \u2014 it's not just the Internet: cameras, design technology, leisure technology, surfboards, so on and so forth. Largely through globalization, a lot of this equipment has got a lot cheaper. More knowledgeable consumers, more educated, more able to connect with one another, more able to do things together. Consumption, in that sense, is an expression of their productive potential. Why, we found, people were interested in this, is that at work they don't feel very expressed. They don't feel as if they're doing something that really matters to them, so they pick up these kinds of activities. This has huge organizational implications for very large areas of life.Take astronomy as an example, which Yochai has already mentioned. Twenty years ago, 30 years ago, only big professional astronomers with very big telescopes could see far into space. And there's a big telescope in Northern England called Jodrell Bank, and when I was a kid, it was amazing, because the moon shots would take off, and this thing would move on rails. And it was huge \u2014 it was absolutely enormous. Now, six amateur astronomers, working with the Internet, with Dobsonian digital telescopes \u2014 which are pretty much open source \u2014 with some light sensors developed over the last 10 years, the Internet \u2014 they can do what Jodrell Bank could only do 30 years ago. So here in astronomy, you have this vast explosion of new productive resources. The users can be producers.What does this mean, then, for our organizational landscape? Well, just imagine a world, for the moment, divided into two camps. Over here, you've got the old, traditional corporate model: special people, special places; patent it, push it down the pipeline to largely waiting, passive consumers. Over here, let's imagine we've got Wikipedia, Linux, and beyond \u2014 open source. This is open; this is closed. This is new; this is traditional. Well, the first thing you can say, I think with certainty, is what Yochai has said already \u2014 is there is a great big struggle between those two organizational forms. These people over there will do everything they can to stop these kinds of organizations succeeding, because they're threatened by them. And so the debates about copyright, digital rights, so on and so forth \u2014 these are all about trying to stifle, in my view, these kinds of organizations. What we're seeing is a complete corruption of the idea of patents and copyright. Meant to be a way to incentivize invention, meant to be a way to orchestrate the dissemination of knowledge, they are increasingly being used by large companies to create thickets of patents to prevent innovation taking place.Let me just give you two examples. The first is: imagine yourself going to a venture capitalist and saying, ""I've got a fantastic idea. I've invented this brilliant new program that is much, much better than Microsoft Outlook."" Which venture capitalist in their right mind is going to give you any money to set up a venture competing with Microsoft, with Microsoft Outlook? No one. That is why the competition with Microsoft is bound to come \u2014 will only come \u2014 from an open-source kind of project.So, there is a huge competitive argument about sustaining the capacity for open-source and consumer-driven innovation, because it's one of the greatest competitive levers against monopoly. There'll be huge professional arguments as well. Because the professionals, over here in these closed organizations \u2014 they might be academics; they might be programmers; they might be doctors; they might be journalists \u2014 my former profession \u2014 say, ""No, no \u2014 you can't trust these people over here.""When I started in journalism \u2014 Financial Times, 20 years ago \u2014 it was very, very exciting to see someone reading the newspaper. And you'd kind of look over their shoulder on the Tube to see if they were reading your article. Usually they were reading the share prices, and the bit of the paper with your article on was on the floor, or something like that, and you know, ""For heaven's sake, what are they doing! They're not reading my brilliant article!"" And we allowed users, readers, two places where they could contribute to the paper: the letters page, where they could write a letter in, and we would condescend to them, cut it in half, and print it three days later. Or the op-ed page, where if they knew the editor \u2014 had been to school with him, slept with his wife \u2014 they could write an article for the op-ed page. Those were the two places.Shock, horror: now, the readers want to be writers and publishers. That's not their role; they're supposed to read what we write. But they don't want to be journalists. The journalists think that the bloggers want to be journalists; they don't want to be journalists; they just want to have a voice. They want to, as Jimmy said, they want to have a dialogue, a conversation. They want to be part of that flow of information. What's happening there is that the whole domain of creativity is expanding. So, there's going to be a tremendous struggle. But, also, there's going to be tremendous movement from the open to the closed.What you'll see, I think, is two things that are critical, and these, I think, are two challenges for the open movement. The first is: can we really survive on volunteers? If this is so critical, do we not need it funded, organized, supported in much more structured ways? I think the idea of creating the Red Cross for information and knowledge is a fantastic idea, but can we really organize that, just on volunteers? What kind of changes do we need in public policy and funding to make that possible? What's the role of the BBC, for instance, in that world? What should be the role of public policy? And finally, what I think you will see is the intelligent, closed organizations moving increasingly in the open direction. So it's not going to be a contest between two camps, but, in between them, you'll find all sorts of interesting places that people will occupy. New organizational models coming about, mixing closed and open in tricky ways. It won't be so clear-cut; it won't be Microsoft versus Linux \u2014 there'll be all sorts of things in between. And those organizational models, it turns out, are incredibly powerful, and the people who can understand them will be very, very successful.Let me just give you one final example of what that means. I was in Shanghai, in an office block built on what was a rice paddy five years ago \u2014 one of the 2,500 skyscrapers they've built in Shanghai in the last 10 years. And I was having dinner with this guy called Timothy Chan. Timothy Chan set up an Internet business in 2000. Didn't go into the Internet, kept his money, decided to go into computer games. He runs a company called Shanda, which is the largest computer games company in China. Nine thousand servers all over China, has 250 million subscribers. At any one time, there are four million people playing one of his games. How many people does he employ to service that population? 500 people. Well, how can he service 250 million people from 500 employees? Because basically, he doesn't service them. He gives them a platform; he gives them some rules; he gives them the tools and then he kind of orchestrates the conversation; he orchestrates the action. But actually, a lot of the content is created by the users themselves. And it creates a kind of stickiness between the community and the company which is really, really powerful.The best measure of that: so you go into one of his games, you create a character that you develop in the course of the game. If, for some reason, your credit card bounces, or there's some other problem, you lose your character. You've got two options. One option: you can create a new character, right from scratch, but with none of the history of your player. That costs about 100 dollars. Or you can get on a plane, fly to Shanghai, queue up outside Shanda's offices \u2014 cost probably 600, 700 dollars \u2014 and reclaim your character, get your history back. Every morning, there are 600 people queuing outside their offices to reclaim these characters. (Laughter) So this is about companies built on communities, that provide communities with tools, resources, platforms in which they can share. He's not open source, but it's very, very powerful.So here is one of the challenges, I think, for people like me, who do a lot of work with government. If you're a games company, and you've got a million players in your game, you only need one percent of them to be co-developers, contributing ideas, and you've got a development workforce of 10,000 people. Imagine you could take all the children in education in Britain, and one percent of them were co-developers of education. What would that do to the resources available to the education system? Or if you got one percent of the patients in the NHS to, in some sense, be co-producers of health.The reason why \u2014 despite all the efforts to cut it down, to constrain it, to hold it back \u2014 why these open models will still start emerging with tremendous force, is that they multiply our productive resources. And one of the reasons they do that is that they turn users into producers, consumers into designers.Thank you very much." +1396735,57,"Search engines have become our most trusted sources of information and arbiters of truth. But can we ever get an unbiased search result? Swedish author and journalist Andreas Ekstr\xf6m argues that such a thing is a philosophical impossibility. In this thoughtful talk, he calls on us to strengthen the bonds between technology and the humanities, and he reminds us that behind every algorithm is a set of personal beliefs that no code can ever completely eradicate.",558,TEDxOslo,1422489600,33,Andreas Ekstr\xf6m,Andreas Ekstr\xf6m: The moral bias behind your search results,1,1447173342,"[{'id': 3, 'name': 'Courageous', 'count': 92}, {'id': 8, 'name': 'Informative', 'count': 463}, {'id': 10, 'name': 'Inspiring', 'count': 144}, {'id': 22, 'name': 'Fascinating', 'count': 147}, {'id': 24, 'name': 'Persuasive', 'count': 187}, {'id': 23, 'name': 'Jaw-dropping', 'count': 41}, {'id': 25, 'name': 'OK', 'count': 46}, {'id': 7, 'name': 'Funny', 'count': 13}, {'id': 9, 'name': 'Ingenious', 'count': 51}, {'id': 2, 'name': 'Confusing', 'count': 10}, {'id': 21, 'name': 'Unconvincing', 'count': 20}, {'id': 26, 'name': 'Obnoxious', 'count': 20}, {'id': 1, 'name': 'Beautiful', 'count': 19}, {'id': 11, 'name': 'Longwinded', 'count': 13}]","[{'id': 1188, 'hero': 'https://pe.tedcdn.com/images/ted/ae341aa914ce378c4288807c8aed59a461ee648e_800x600.jpg', 'speaker': 'Rebecca MacKinnon', 'title': ""Let's take back the Internet!"", 'duration': 892, 'slug': 'rebecca_mackinnon_let_s_take_back_the_internet', 'viewed_count': 735722}, {'id': 2019, 'hero': 'https://pe.tedcdn.com/images/ted/d7ffad9a704353886a479f2b9acadada4a48855c_2400x1800.jpg', 'speaker': 'Keren Elazari', 'title': ""Hackers: the Internet's immune system"", 'duration': 999, 'slug': 'keren_elazari_hackers_the_internet_s_immune_system', 'viewed_count': 2120306}, {'id': 2155, 'hero': 'https://pe.tedcdn.com/images/ted/4707d8e88ba824e4a9ad05ee2446d93576117d21_2880x1620.jpg', 'speaker': 'Jeremy Howard', 'title': 'The wonderful and terrifying implications of computers that can learn', 'duration': 1185, 'slug': 'jeremy_howard_the_wonderful_and_terrifying_implications_of_computers_that_can_learn', 'viewed_count': 2183713}, {'id': 118, 'hero': 'https://pe.tedcdn.com/images/ted/420_480x360.jpg', 'speaker': 'Sergey Brin + Larry Page', 'title': 'The genesis of Google', 'duration': 1233, 'slug': 'sergey_brin_and_larry_page_on_google', 'viewed_count': 1451909}, {'id': 362, 'hero': 'https://pe.tedcdn.com/images/ted/371_480x360.jpg', 'speaker': 'Steven Johnson', 'title': 'The Web as a city', 'duration': 990, 'slug': 'steven_johnson_on_the_web_as_a_city', 'viewed_count': 344636}, {'id': 1091, 'hero': 'https://pe.tedcdn.com/images/ted/0f550197b90f20147576a51962258dc5ac7ac82d_800x600.jpg', 'speaker': 'Eli Pariser', 'title': 'Beware online ""filter bubbles""', 'duration': 544, 'slug': 'eli_pariser_beware_online_filter_bubbles', 'viewed_count': 4039533}]",Author and journalist,"['Google', 'Internet', 'TEDx', 'algorithm', 'communication', 'computers', 'decision-making', 'society', 'software', 'technology', 'web']",The moral bias behind your search results,"https://www.ted.com/talks/andreas_ekstrom_the_moral_bias_behind_your_search_results +","So whenever I visit a school and talk to students, I always ask them the same thing: Why do you Google? Why is Google the search engine of choice for you? Strangely enough, I always get the same three answers. One, ""Because it works,"" which is a great answer; that's why I Google, too. Two, somebody will say, ""I really don't know of any alternatives."" It's not an equally great answer and my reply to that is usually, ""Try to Google the word 'search engine,' you may find a couple of interesting alternatives."" And last but not least, thirdly, inevitably, one student will raise her or his hand and say, ""With Google, I'm certain to always get the best, unbiased search result."" Certain to always get the best, unbiased search result.Now, as a man of the humanities, albeit a digital humanities man, that just makes my skin curl, even if I, too, realize that that trust, that idea of the unbiased search result is a cornerstone in our collective love for and appreciation of Google. I will show you why that, philosophically, is almost an impossibility.But let me first elaborate, just a little bit, on a basic principle behind each search query that we sometimes seem to forget. So whenever you set out to Google something, start by asking yourself this: ""Am I looking for an isolated fact?"" What is the capital of France? What are the building blocks of a water molecule? Great \u2014 Google away. There's not a group of scientists who are this close to proving that it's actually London and H30. You don't see a big conspiracy among those things. We agree, on a global scale, what the answers are to these isolated facts.But if you complicate your question just a little bit and ask something like, ""Why is there an Israeli-Palestine conflict?"" You're not exactly looking for a singular fact anymore, you're looking for knowledge, which is something way more complicated and delicate. And to get to knowledge, you have to bring 10 or 20 or 100 facts to the table and acknowledge them and say, ""Yes, these are all true."" But because of who I am, young or old, black or white, gay or straight, I will value them differently. And I will say, ""Yes, this is true, but this is more important to me than that."" And this is where it becomes interesting, because this is where we become human. This is when we start to argue, to form society. And to really get somewhere, we need to filter all our facts here, through friends and neighbors and parents and children and coworkers and newspapers and magazines, to finally be grounded in real knowledge, which is something that a search engine is a poor help to achieve.So, I promised you an example just to show you why it's so hard to get to the point of true, clean, objective knowledge \u2014 as food for thought. I will conduct a couple of simple queries, search queries. We'll start with ""Michelle Obama,"" the First Lady of the United States. And we'll click for pictures. It works really well, as you can see. It's a perfect search result, more or less. It's just her in the picture, not even the President.How does this work? Quite simple. Google uses a lot of smartness to achieve this, but quite simply, they look at two things more than anything. First, what does it say in the caption under the picture on each website? Does it say ""Michelle Obama"" under the picture? Pretty good indication it's actually her on there. Second, Google looks at the picture file, the name of the file as such uploaded to the website. Again, is it called ""MichelleObama.jpeg""? Pretty good indication it's not Clint Eastwood in the picture. So, you've got those two and you get a search result like this \u2014 almost.Now, in 2009, Michelle Obama was the victim of a racist campaign, where people set out to insult her through her search results. There was a picture distributed widely over the Internet where her face was distorted to look like a monkey. And that picture was published all over. And people published it very, very purposefully, to get it up there in the search results. They made sure to write ""Michelle Obama"" in the caption and they made sure to upload the picture as ""MichelleObama.jpeg,"" or the like. You get why \u2014 to manipulate the search result. And it worked, too. So when you picture-Googled for ""Michelle Obama"" in 2009, that distorted monkey picture showed up among the first results.Now, the results are self-cleansing, and that's sort of the beauty of it, because Google measures relevance every hour, every day. However, Google didn't settle for that this time, they just thought, ""That's racist and it's a bad search result and we're going to go back and clean that up manually. We are going to write some code and fix it,"" which they did. And I don't think anyone in this room thinks that was a bad idea. Me neither.But then, a couple of years go by, and the world's most-Googled Anders, Anders Behring Breivik, did what he did. This is July 22 in 2011, and a terrible day in Norwegian history. This man, a terrorist, blew up a couple of government buildings walking distance from where we are right now in Oslo, Norway and then he traveled to the island of Ut\xf8ya and shot and killed a group of kids. Almost 80 people died that day.And a lot of people would describe this act of terror as two steps, that he did two things: he blew up the buildings and he shot those kids. It's not true. It was three steps. He blew up those buildings, he shot those kids, and he sat down and waited for the world to Google him. And he prepared all three steps equally well.And if there was somebody who immediately understood this, it was a Swedish web developer, a search engine optimization expert in Stockholm, named Nikke Lindqvist. He's also a very political guy and he was right out there in social media, on his blog and Facebook. And he told everybody, ""If there's something that this guy wants right now, it's to control the image of himself. Let's see if we can distort that. Let's see if we, in the civilized world, can protest against what he did through insulting him in his search results.""And how? He told all of his readers the following, ""Go out there on the Internet, find pictures of dog poop on sidewalks \u2014 find pictures of dog poop on sidewalks \u2014 publish them in your feeds, on your websites, on your blogs. Make sure to write the terrorist's name in the caption, make sure to name the picture file ""Breivik.jpeg."" Let's teach Google that that's the face of the terrorist."" And it worked. Two years after that campaign against Michelle Obama, this manipulation campaign against Anders Behring Breivik worked. If you picture-Googled for him weeks after the July 22 events from Sweden, you'd see that picture of dog poop high up in the search results, as a little protest.Strangely enough, Google didn't intervene this time. They did not step in and manually clean those search results up. So the million-dollar question, is there anything different between these two happenings here? Is there anything different between what happened to Michelle Obama and what happened to Anders Behring Breivik? Of course not. It's the exact same thing, yet Google intervened in one case and not in the other.Why? Because Michelle Obama is an honorable person, that's why, and Anders Behring Breivik is a despicable person. See what happens there? An evaluation of a person takes place and there's only one power-player in the world with the authority to say who's who. ""We like you, we dislike you. We believe in you, we don't believe in you. You're right, you're wrong. You're true, you're false. You're Obama, and you're Breivik."" That's power if I ever saw it.So I'm asking you to remember that behind every algorithm is always a person, a person with a set of personal beliefs that no code can ever completely eradicate. And my message goes out not only to Google, but to all believers in the faith of code around the world. You need to identify your own personal bias. You need to understand that you are human and take responsibility accordingly.And I say this because I believe we've reached a point in time when it's absolutely imperative that we tie those bonds together again, tighter: the humanities and the technology. Tighter than ever. And, if nothing else, to remind us that that wonderfully seductive idea of the unbiased, clean search result is, and is likely to remain, a myth.Thank you for your time.(Applause)" +481834,595,"At TEDIndia, Mallika Sarabhai, a dancer/actor/politician, tells a +transformative story in dance -- and argues that the arts may be the +most powerful way to effect change, whether political, social or +personal.",1012,TEDIndia 2009,1257292800,23,Mallika Sarabhai,Mallika Sarabhai: Dance to change the world,1,1259197200,"[{'id': 3, 'name': 'Courageous', 'count': 141}, {'id': 22, 'name': 'Fascinating', 'count': 68}, {'id': 1, 'name': 'Beautiful', 'count': 110}, {'id': 10, 'name': 'Inspiring', 'count': 219}, {'id': 2, 'name': 'Confusing', 'count': 41}, {'id': 24, 'name': 'Persuasive', 'count': 112}, {'id': 25, 'name': 'OK', 'count': 53}, {'id': 21, 'name': 'Unconvincing', 'count': 94}, {'id': 8, 'name': 'Informative', 'count': 67}, {'id': 26, 'name': 'Obnoxious', 'count': 122}, {'id': 11, 'name': 'Longwinded', 'count': 33}, {'id': 7, 'name': 'Funny', 'count': 45}, {'id': 9, 'name': 'Ingenious', 'count': 70}, {'id': 23, 'name': 'Jaw-dropping', 'count': 24}]","[{'id': 1073, 'hero': 'https://pe.tedcdn.com/images/ted/0e279e9a1d7a4b0fcf3ac242ebe432f667ee6f75_800x600.jpg', 'speaker': 'Geert Chatrou', 'title': ""A whistleblower you haven't heard"", 'duration': 716, 'slug': 'a_whistleblower_you_haven_t_heard', 'viewed_count': 1917439}, {'id': 1918, 'hero': 'https://pe.tedcdn.com/images/ted/2ea66c74d85c682ef340619de65c6bc09745792d_1600x1200.jpg', 'speaker': 'Esta Soler', 'title': 'How we turned the tide on domestic violence (Hint: the Polaroid helped)', 'duration': 670, 'slug': 'esta_soler_how_we_turned_the_tide_on_domestic_violence_hint_the_polaroid_helped', 'viewed_count': 1034655}, {'id': 99, 'hero': 'https://pe.tedcdn.com/images/ted/217_480x360.jpg', 'speaker': 'Jill Sobule', 'title': 'Global warming\'s theme song, ""Manhattan in January""', 'duration': 163, 'slug': 'jill_sobule_sings_to_al_gore', 'viewed_count': 591391}, {'id': 2649, 'hero': 'https://pe.tedcdn.com/images/ted/538aa6bd36d4e9cfcc9cd11911f3089fc5d7094e_2880x1620.jpg', 'speaker': 'Chinaka Hodge', 'title': 'What will you tell your daughters about 2016?', 'duration': 237, 'slug': 'chinaka_hodge_what_will_you_tell_your_daughters_about_2016', 'viewed_count': 1119164}, {'id': 1753, 'hero': 'https://pe.tedcdn.com/images/ted/a5ac3cc19c32c812c6d8729b5265d4ed6d525e44_1600x1200.jpg', 'speaker': 'Jackson Katz', 'title': ""Violence against women -- it's a men's issue"", 'duration': 1060, 'slug': 'jackson_katz_violence_against_women_it_s_a_men_s_issue', 'viewed_count': 1625727}, {'id': 1136, 'hero': 'https://pe.tedcdn.com/images/ted/0e74fd8fdb5d70adabc6b425daaf13cfa6aaf63a_800x600.jpg', 'speaker': 'Aicha el-Wafi + Phyllis Rodriguez', 'title': 'The mothers who found forgiveness, friendship', 'duration': 594, 'slug': '9_11_healing_the_mothers_who_found_forgiveness_friendship', 'viewed_count': 820969}]","Dancer, actor, activist","['culture', 'dance', 'entertainment', 'global issues', 'politics', 'social change']",Dance to change the world,"https://www.ted.com/talks/mallika_sarabhai +","One day a one-eyed monkey came into the forest. Under a tree she saw a woman meditating furiously. The one-eyed monkey recognized the woman, a Sekhri. She was the wife of an even more famous Brahmin. To watch her better, the one-eyed monkey climbed onto the tree. Just then, with a loud bang, the heavens opened. (Claps) And the god Indra jumped into the clearing. Indra saw the woman, a Sekhri. Ah-hah. The woman paid him no heed. So, Indra, attracted, threw her onto the floor, and proceeded to rape her. Then Indra disappeared. (Clap! Clap!) And the woman's husband, the Brahmin, appeared. He realized at once what had happened. So, he petitioned the higher gods so that he may have justice. So, the god Vishnu arrived.""Are there any witnesses?""""Just a one-eyed monkey,"" said the Brahmin.Now, the one-eyed monkey really wanted for the woman, a Sekhri, to get justice, so she retold events exactly as they had happened. Vishnu gave his judgment.""The god Indra has sinned, in that he has sinned against ... a Brahmin. May he be called to wash away his sins.""So, Indra arrived, and performed the sacrifice of the horse. And so it transpired that a horse was killed, a god was made sin-free, a Brahmin's ego was appeased, a woman ... was ruined, and a one-eyed monkey was left ... very confused at what we humans call justice.In India there is a rape every three minutes. In India, only 25 percent of rapes come to a police station, and of these 25 percent that come to a police station, convictions are only in four percent of the cases. That's a lot of women who don't get justice.And it's not only about women. Look around you, look at your own countries. There is a certain pattern in who gets charged with crimes. If you're in Australia, it's mostly aboriginals who are in jail. If you're in India, it's either Muslims or Adivasis, our tribals, the Naxalites. If you're in the U.S., it's mostly the blacks. There is a trend here. And the Brahmins and the gods, like in my story, always get to tell their truth as The Truth. So, have we all become one-eyed \u2014 two-eyed instead of one-eyed \u2014 monkeys? Have we stopped seeing injustice?Good morning. (Applause) You know, I have told this story close to 550 times, in audiences in 40 countries, to school students, to black-tie dinners at the Smithsonian, and so on and so forth, and every time it hits something. Now, if I were to go into the same crowd and say, ""I want to lecture you about justice and injustice,"" they would say, ""Thank you very much, we have other things to do."" And that is the astonishing power of art.Art can go through where other things can't. You can't have barriers, because it breaks through your prejudices, breaks through everything that you have as your mask, that says, ""I am this, I am that, I am that."" No. It breaks through those. And it reaches somewhere where other things don't. And in a world where attitudes are so difficult to change, we need a language that reaches through.Hitler knew it; he used Wagner to make all the Nazis feel wonderful and Aryan. And Mr. Berlusconi knows it, as he sits atop this huge empire of media and television and so on and so forth. And all of the wonderful creative minds who are in all the advertising agencies, and who help corporate sell us things we absolutely don't require, they also know the power of the arts.For me it came very early. When I was a young child, my mother, who was a choreographer, came upon a phenomenon that worried her. It was a phenomenon where young brides were committing suicide in rural Gujarat, because they were being forced to bring more and more money for their in-laws' families. And she created a dance piece which then Prime Minister Nehru saw. He came to talk to her and said, ""What is this about?"" She told him and he set out the first inquiry into what today we call Dowry Dance. Imagine a dance piece for the first inquiry into something that even today kills thousands of women.Many years later, when I was working with the director Peter Brook in ""The Mahabharata"" playing this feisty feminine feminist called Draupadi, I had similar experiences. Big fat black mamas in the Bronx used to come and say, ""Hey girl, that's it!"" And then these trendy young things in the Sorbonne would say, ""Madame Draupadi, on n'est pas feministe, mais \xe7a? \xc7a!"" And then aboriginal women in Africa would come and say, ""This is it!"" And I thought, ""This is what we need, as a language.""We had somebody from public health. And Devdutt also mentioned public health. Well, millions of people around the world die of waterborne disease every year. And that's because there is no clean water to drink, or in countries like India, people don't know that they need to soap their hands before defecation. So, what do they do? They drink the water they know is dirty, they get cholera, they get diarrhea, they get jaundice and they die. And governments have not been able to provide clean water. They try and build it. They try and build pipelines; it doesn't happen. And the MNCs give them machines that they cannot afford. So what do you do? Do you let them die?Well, somebody had a great idea. And it was a simple idea. It was an idea that could not profit anybody but would help health in every field. Most houses in Asia and India have a cotton garment. And it was discovered, and WHO endorses this, that a clean cotton garment folded eight times over, can reduce bacteria up to 80 percent from water sieved through. So, why aren't governments blaring this on television? Why isn't it on every poster across the third world? Because there is no profit in it. Because nobody can get a kickback. But it still needs to get to people. And here is one of the ways we get it to people.[Video] Woman: Then get me one of those fancy water purifiers.Man: You know how expensive those are. I have a solution that requires neither machine, nor wood, nor cooking gas.Woman: What solution?Man: Listen, go fetch that cotton sari you have.Boy: Grand-dad, tell me the solution please.Man: I will tell all of you. Just wait.Woman: Here father. (Man: Is it clean?) Woman: Yes, of course.Man: Then do as I tell you. Fold the sari into eight folds.Woman: All right, father.Man: And you, you count that she does it right. (Boy: All right, grand-dad.)Man: One, two, three, four folds we make. All the germs from the water we take.Chorus: One, two, three, four folds we make. All the germs from the water we take. Five, six, seven, eight folds we make. Our drinking water safe we make. Five, six, seven, eight folds we make. Our drinking water safe we make.Woman: Here, father, your eight-times folded cotton sari.Man: So this is the cotton sari. And through this we will have clean water.(Applause)I think it's safe to say that all of us here are deeply concerned about the escalating violence in our daily lives. While universities are trying to devise courses in conflict resolution, and governments are trying to stop skirmishes at borders, we are surrounded by violence, whether it's road rage, or whether it's domestic violence, whether it's a teacher beating up a student and killing her because she hasn't done her homework, it's everywhere. So, why are we not doing something to actually attend that problem on a day to day basis?What are we doing to try and make children and young people realize that violence is something that we indulge in, that we can stop, and that there are other ways of actually taking violence, taking anger, taking frustrations into different things that do not harm other people. Well, here is one such way.(Video) (Laughs) You are peaceful people. Your parents were peaceful people. Your grandparents were peaceful people. So much peace in one place? How could it be otherwise?(Music)But, what if ... Yes. What if ... One little gene in you has been trying to get through? From your beginnings in Africa, through each generation, may be passed on to you, in your creation. It's a secret urge, hiding deep in you. And if it's in you, then it's in me too. Oh, dear.It's what made you smack your baby brother, stamp on a cockroach, scratch your mother. It's the feeling that wells up from deep inside, when your husband comes home drunk and you wanna tan his hide. Want to kill that cyclist on the way to work, and string up your cousin 'cause she's such a jerk. Oh, dear. And as for outsiders, white, black or brown, tar and feather them, and whip them out of town.It's that little gene. It's small and it's mean. Too small for detection, it's your built-in protection. Adrenaline, kill. It'll give you the will. Yes, you'd better face it 'cause you can't displace it. You're V-I-O-L-E-N-T. Cause you're either a victim, or on top, like me.Goodbye, Abraham Lincoln. Goodbye, Mahatma Gandhi. Goodbye, Martin Luther King. Hello, gangs from this neighborhood killing gangs from that neighborhood. Hello governments of rich countries selling arms to governments of poor countries who can't even afford to give them food. Hello civilization. Hello, 21st century. Look what we've ... look what they've done. (Applause)Mainstream art, cinema, has been used across the world to talk about social issues. A few years ago we had a film called Rang De Basanti, which suddenly spawned thousands of young people wanting to volunteer for social change. In Venezuela, one of the most popular soap operas has a heroine called Crystal. And when, onscreen, Crystal got breast cancer, 75,000 more young women went to have mammographies done. And of course, ""The Vagina Monologues"" we know about. And there are stand-up comics who are talking about racial issues, about ethnic issues.So, why is it, that if we think that we all agree that we need a better world, we need a more just world, why is it that we are not using the one language that has consistently showed us that we can break down barriers, that we can reach people? What I need to say to the planners of the world, the governments, the strategists is, ""You have treated the arts as the cherry on the cake. It needs to be the yeast."" Because, any future planning, if 2048 is when we want to get there, unless the arts are put with the scientists, with the economists, with all those who prepare for the future, badly, we're not going to get there. And unless this is actually internalized, it won't happen.So, what is it that we require? What is it that we need? We need to break down our vision of what planners are, of what the correct way of a path is. And to say all these years of trying to make a better world, and we have failed. There are more people being raped. There are more wars. There are more people dying of simple things. So, something has got to give. And that is what I want. Can I have my last audio track please?Once there was a princess who whistled beautifully. (Whistling) Her father the king said, ""Don't whistle."" Her mother the queen said, ""Hai, don't whistle."" But the princess continued whistling. (Whistling)The years went by and the princess grew up into a beautiful young woman, who whistled even more beautifully. (Whistling) Her father the king said, ""Who will marry a whistling princess?"" Her mother the queen said, ""Who will marry a whistling princess?""But the king had an idea. He announced a Swayamvara. He invited all the princes to come and defeat his daughter at whistling. ""Whoever defeats my daughter shall have half my kingdom and her hand in marriage!"" Soon the palace filled with princes whistling. (Whistling) Some whistled badly. Some whistled well. But nobody could defeat the princess.""Now what shall we do?"" said the king. ""Now what shall we do?"" said the queen. But the princess said, ""Father, Mother, don't worry. I have an idea. I am going to go to each of these young men and I am going to ask them if they defeated correctly. And if somebody answers, that shall be my wish.""So she went up to each and said, ""Do you accept that I have defeated you?"" And they said, ""Me? Defeated by a woman? No way, that's impossible! No no no no no! That's not possible."" Till finally one prince said, ""Princess, I accept, you have defeated me."" ""Uh-huh ..."" she said. ""Father, mother, this man shall be my wife."" (Whistling)Thank you. (Applause)" +1095582,124,"Every cell in the human body has a sex, which means that men and women are different right down to the cellular level. Yet too often, research and medicine ignore this insight -- and the often startlingly different ways in which the two sexes respond to disease or treatment. As pioneering doctor Paula Johnson describes in this thought-provoking talk, lumping everyone in together means we essentially leave women's health to chance. It's time to rethink.",882,TEDWomen 2013,1386201600,32,Paula Johnson,Paula Johnson: His and hers \u2026 healthcare,1,1390406834,"[{'id': 24, 'name': 'Persuasive', 'count': 109}, {'id': 8, 'name': 'Informative', 'count': 185}, {'id': 10, 'name': 'Inspiring', 'count': 105}, {'id': 23, 'name': 'Jaw-dropping', 'count': 18}, {'id': 22, 'name': 'Fascinating', 'count': 59}, {'id': 3, 'name': 'Courageous', 'count': 22}, {'id': 11, 'name': 'Longwinded', 'count': 9}, {'id': 25, 'name': 'OK', 'count': 20}, {'id': 1, 'name': 'Beautiful', 'count': 14}, {'id': 26, 'name': 'Obnoxious', 'count': 6}, {'id': 9, 'name': 'Ingenious', 'count': 10}, {'id': 2, 'name': 'Confusing', 'count': 11}, {'id': 21, 'name': 'Unconvincing', 'count': 34}, {'id': 7, 'name': 'Funny', 'count': 3}]","[{'id': 1033, 'hero': 'https://pe.tedcdn.com/images/ted/776f8828ccdcebb3e0f545217991ce56a9969c39_800x600.jpg', 'speaker': 'Hanna Rosin', 'title': 'New data on the rise of women', 'duration': 972, 'slug': 'hanna_rosin_new_data_on_the_rise_of_women', 'viewed_count': 851879}, {'id': 1031, 'hero': 'https://pe.tedcdn.com/images/ted/f8a2f36ce95033f7afc6d5ba4b83d09fff4dd118_800x600.jpg', 'speaker': 'Tony Porter', 'title': 'A call to men', 'duration': 673, 'slug': 'tony_porter_a_call_to_men', 'viewed_count': 2235890}, {'id': 1475, 'hero': 'https://pe.tedcdn.com/images/ted/d798dd0eb6c1d0dd5d42b9cf1cc74d4dca3bffc1_800x600.jpg', 'speaker': 'Rebecca Onie', 'title': 'What if our healthcare system kept us healthy?', 'duration': 994, 'slug': 'rebecca_onie_what_if_our_healthcare_system_kept_us_healthy', 'viewed_count': 979813}, {'id': 1396, 'hero': 'https://pe.tedcdn.com/images/ted/dae1ce864205a244eeee38d3d7c794ce07a99cba_800x600.jpg', 'speaker': 'Noel Bairey Merz', 'title': 'The single biggest health threat women face', 'duration': 959, 'slug': 'noel_bairey_merz_the_single_biggest_health_threat_women_face', 'viewed_count': 786186}, {'id': 2349, 'hero': 'https://pe.tedcdn.com/images/ted/1b1a683e5ebe9dcb2fdde87144516ce3aa0e025d_2880x1620.jpg', 'speaker': 'Alyson McGregor', 'title': 'Why medicine often has dangerous side effects for women', 'duration': 929, 'slug': 'alyson_mcgregor_why_medicine_often_has_dangerous_side_effects_for_women', 'viewed_count': 1414705}, {'id': 2214, 'hero': 'https://pe.tedcdn.com/images/ted/0511af4aab445591aeeebadc7e8fbb78653b800d_2880x1620.jpg', 'speaker': 'Robyn Stein DeLuca', 'title': 'The good news about PMS', 'duration': 884, 'slug': 'robyn_stein_deluca_the_good_news_about_pms', 'viewed_count': 1290740}]",Women's-health expert,"['depression', 'health', 'heart health', 'women']",His and hers \u2026 healthcare,"https://www.ted.com/talks/paula_johnson_his_and_hers_healthcare +","Some of my most wonderful memories of childhood are of spending time with my grandmother, Mamar, in our four-family home in Brooklyn, New York. Her apartment was an oasis. It was a place where I could sneak a cup of coffee, which was really warm milk with just a touch of caffeine. She loved life. And although she worked in a factory, she saved her pennies and she traveled to Europe. And I remember poring over those pictures with her and then dancing with her to her favorite music.And then, when I was eight and she was 60, something changed. She no longer worked or traveled. She no longer danced. There were no more coffee times. My mother missed work and took her to doctors who couldn't make a diagnosis. And my father, who worked at night, would spend every afternoon with her, just to make sure she ate.Her care became all-consuming for our family. And by the time a diagnosis was made, she was in a deep spiral.Now many of you will recognize her symptoms. My grandmother had depression. A deep, life-altering depression, from which she never recovered. And back then, so little was known about depression.But even today, 50 years later, there's still so much more to learn. Today, we know that women are 70 percent more likely to experience depression over their lifetimes compared with men. And even with this high prevalence, women are misdiagnosed between 30 and 50 percent of the time.Now we know that women are more likely to experience the symptoms of fatigue, sleep disturbance, pain and anxiety compared with men. And these symptoms are often overlooked as symptoms of depression.And it isn't only depression in which these sex differences occur, but they occur across so many diseases.So it's my grandmother's struggles that have really led me on a lifelong quest. And today, I lead a center in which the mission is to discover why these sex differences occur and to use that knowledge to improve the health of women.Today, we know that every cell has a sex. Now, that's a term coined by the Institute of Medicine. And what it means is that men and women are different down to the cellular and molecular levels. It means that we're different across all of our organs. From our brains to our hearts, our lungs, our joints.Now, it was only 20 years ago that we hardly had any data on women's health beyond our reproductive functions. But then in 1993, the NIH Revitalization Act was signed into law. And what this law did was it mandated that women and minorities be included in clinical trials that were funded by the National Institutes of Health. And in many ways, the law has worked. Women are now routinely included in clinical studies, and we've learned that there are major differences in the ways that women and men experience disease. But remarkably, what we have learned about these differences is often overlooked.So, we have to ask ourselves the question: Why leave women's health to chance? And we're leaving it to chance in two ways. The first is that there is so much more to learn and we're not making the investment in fully understanding the extent of these sex differences. And the second is that we aren't taking what we have learned, and routinely applying it in clinical care. We are just not doing enough.So, I'm going to share with you three examples of where sex differences have impacted the health of women, and where we need to do more.Let's start with heart disease. It's the number one killer of women in the United States today. This is the face of heart disease. Linda is a middle-aged woman, who had a stent placed in one of the arteries going to her heart. When she had recurring symptoms she went back to her doctor. Her doctor did the gold standard test: a cardiac catheterization. It showed no blockages. Linda's symptoms continued. She had to stop working. And that's when she found us. When Linda came to us, we did another cardiac catheterization and this time, we found clues. But we needed another test to make the diagnosis. So we did a test called an intracoronary ultrasound, where you use soundwaves to look at the artery from the inside out.And what we found was that Linda's disease didn't look like the typical male disease. The typical male disease looks like this. There's a discrete blockage or stenosis. Linda's disease, like the disease of so many women, looks like this. The plaque is laid down more evenly, more diffusely along the artery, and it's harder to see. So for Linda, and for so many women, the gold standard test wasn't gold.Now, Linda received the right treatment. She went back to her life and, fortunately, today she is doing well. But Linda was lucky. She found us, we found her disease.But for too many women, that's not the case. We have the tools. We have the technology to make the diagnosis. But it's all too often that these sex diffferences are overlooked.So what about treatment? A landmark study that was published two years ago asked the very important question: What are the most effective treatments for heart disease in women? The authors looked at papers written over a 10-year period, and hundreds had to be thrown out. And what they found out was that of those that were tossed out, 65 percent were excluded because even though women were included in the studies, the analysis didn't differentiate between women and men. What a lost opportunity. The money had been spent and we didn't learn how women fared. And these studies could not contribute one iota to the very, very important question, what are the most effective treatments for heart disease in women?I want to introduce you to Hortense, my godmother, Hung Wei, a relative of a colleague, and somebody you may recognize \u2014 Dana, Christopher Reeve's wife. All three women have something very important in common. All three were diagnosed with lung cancer, the number one cancer killer of women in the United States today. All three were nonsmokers. Sadly, Dana and Hung Wei died of their disease. Today, what we know is that women who are nonsmokers are three times more likely to be diagnosed with lung cancer than are men who are nonsmokers. Now interestingly, when women are diagnosed with lung cancer, their survival tends to be better than that of men. Now, here are some clues. Our investigators have found that there are certain genes in the lung tumor cells of both women and men. And these genes are activated mainly by estrogen. And when these genes are over-expressed, it's associated with improved survival only in young women. Now this is a very early finding and we don't yet know whether it has relevance to clinical care. But it's findings like this that may provide hope and may provide an opportunity to save lives of both women and men.Now, let me share with you an example of when we do consider sex differences, it can drive the science. Several years ago a new lung cancer drug was being evaluated, and when the authors looked at whose tumors shrank, they found that 82 percent were women. This led them to ask the question: Well, why? And what they found was that the genetic mutations that the drug targeted were far more common in women. And what this has led to is a more personalized approach to the treatment of lung cancer that also includes sex.This is what we can accomplish when we don't leave women's health to chance. We know that when you invest in research, you get results. Take a look at the death rate from breast cancer over time. And now take a look at the death rates from lung cancer in women over time. Now let's look at the dollars invested in breast cancer \u2014 these are the dollars invested per death \u2014 and the dollars invested in lung cancer. Now, it's clear that our investment in breast cancer has produced results. They may not be fast enough, but it has produced results. We can do the same for lung cancer and for every other disease.So let's go back to depression. Depression is the number one cause of disability in women in the world today. Our investigators have found that there are differences in the brains of women and men in the areas that are connected with mood. And when you put men and women in a functional MRI scanner \u2014 that's the kind of scanner that shows how the brain is functioning when it's activated \u2014 so you put them in the scanner and you expose them to stress. You can actually see the difference. And it's findings like this that we believe hold some of the clues for why we see these very significant sex differences in depression.But even though we know that these differences occur, 66 percent of the brain research that begins in animals is done in either male animals or animals in whom the sex is not identified.So, I think we have to ask again the question: Why leave women's health to chance? And this is a question that haunts those of us in science and medicine who believe that we are on the verge of being able to dramatically improve the health of women. We know that every cell has a sex. We know that these differences are often overlooked. And therefore we know that women are not getting the full benefit of modern science and medicine today. We have the tools but we lack the collective will and momentum.Women's health is an equal rights issue as important as equal pay. And it's an issue of the quality and the integrity of science and medicine. (Applause) So imagine the momentum we could achieve in advancing the health of women if we considered whether these sex differences were present at the very beginning of designing research. Or if we analyzed our data by sex.So, people often ask me: What can I do? And here's what I suggest: First, I suggest that you think about women's health in the same way that you think and care about other causes that are important to you. And second, and equally as important, that as a woman, you have to ask your doctor and the doctors who are caring for those who you love: Is this disease or treatment different in women? Now, this is a profound question because the answer is likely yes, but your doctor may not know the answer, at least not yet. But if you ask the question, your doctor will very likely go looking for the answer. And this is so important, not only for ourselves, but for all of those whom we love. Whether it be a mother, a daughter, a sister, a friend or a grandmother.It was my grandmother's suffering that inspired my work to improve the health of women. That's her legacy. Our legacy can be to improve the health of women for this generation and for generations to come.Thank you. (Applause)" +554650,64,Design legend Niels Diffrient talks about his life in industrial design (and the reason he became a designer instead of a jet pilot). He details his quest to completely rethink the office chair starting from one fundamental data set: the human body.,1040,TED2002,1012608000,20,Niels Diffrient,Niels Diffrient: Rethinking the way we sit down,1,1240298160,"[{'id': 9, 'name': 'Ingenious', 'count': 137}, {'id': 11, 'name': 'Longwinded', 'count': 234}, {'id': 25, 'name': 'OK', 'count': 142}, {'id': 21, 'name': 'Unconvincing', 'count': 62}, {'id': 24, 'name': 'Persuasive', 'count': 35}, {'id': 10, 'name': 'Inspiring', 'count': 45}, {'id': 22, 'name': 'Fascinating', 'count': 49}, {'id': 1, 'name': 'Beautiful', 'count': 32}, {'id': 7, 'name': 'Funny', 'count': 34}, {'id': 8, 'name': 'Informative', 'count': 119}, {'id': 23, 'name': 'Jaw-dropping', 'count': 8}, {'id': 3, 'name': 'Courageous', 'count': 6}, {'id': 2, 'name': 'Confusing', 'count': 6}, {'id': 26, 'name': 'Obnoxious', 'count': 15}]","[{'id': 414, 'hero': 'https://pe.tedcdn.com/images/ted/61596_800x600.jpg', 'speaker': 'Eva Zeisel', 'title': 'The playful search for beauty', 'duration': 1089, 'slug': 'eva_zeisel_on_the_playful_search_for_beauty', 'viewed_count': 438973}, {'id': 503, 'hero': 'https://pe.tedcdn.com/images/ted/81668_800x600.jpg', 'speaker': 'Christopher C. Deam', 'title': 'The Airstream, restyled', 'duration': 381, 'slug': 'christopher_deam_restyles_the_airstream', 'viewed_count': 308276}, {'id': 43, 'hero': 'https://pe.tedcdn.com/images/ted/157_480x360.jpg', 'speaker': 'Paul Bennett', 'title': 'Design is in the details', 'duration': 850, 'slug': 'paul_bennett_finds_design_in_the_details', 'viewed_count': 761934}, {'id': 1260, 'hero': 'https://pe.tedcdn.com/images/ted/f9875448d96cf52c35156d85e983ff7f4df3ebdc_800x600.jpg', 'speaker': 'Anna Mracek Dietrich', 'title': 'A plane you can drive', 'duration': 578, 'slug': 'anna_mracek_dietrich_a_plane_you_can_drive', 'viewed_count': 924761}, {'id': 176, 'hero': 'https://pe.tedcdn.com/images/ted/0c046588ba1c2e2ed0a00ce494173e41fd00bc96_800x600.jpg', 'speaker': 'Paul MacCready', 'title': 'A flight on solar wings', 'duration': 1280, 'slug': 'paul_maccready_flies_on_solar_wings', 'viewed_count': 736291}, {'id': 723, 'hero': 'https://pe.tedcdn.com/images/ted/9cc607ade24a84b3ceb2a166a3765d45e41af353_2880x1620.jpg', 'speaker': 'Bertrand Piccard', 'title': 'My solar-powered adventure', 'duration': 1066, 'slug': 'bertrand_piccard_s_solar_powered_adventure', 'viewed_count': 778974}]",Designer,"['business', 'design', 'technology', 'work']",Rethinking the way we sit down,"https://www.ted.com/talks/niels_diffrient_rethinks_the_way_we_sit_at_work +","When I was five years old I fell in love with airplanes. Now I'm talking about the '30s. In the '30s an airplane had two wings and a round motor, and was always flown by a guy who looked like Cary Grant. He had high leather boots, jodhpurs, an old leather jacket, a wonderful helmet and those marvelous goggles \u2014 and, inevitably, a white scarf, to flow in the wind. He'd always walk up to his airplane in a kind of saunter, devil-may-care saunter, flick the cigarette away, grab the girl waiting here, give her a kiss. (Laughter) And then mount his airplane, maybe for the last time. Of course I always wondered what would happen if he'd kissed the airplane first. (Laughter)But this was real romance to me. Everything about flying in those years, which was \u2014 you have to stop and think for a moment \u2014 was probably the most advanced technological thing going on at the time. So as a youngster, I tried to get close to this by drawing airplanes, constantly drawing airplanes. It's the way I got a part of this romance. And of course, in a way, when I say romance, I mean in part the aesthetics of that whole situation. I think the word is the holistic experience revolving around a product. The product was that airplane. But it built a romance. Even the parts of the airplane had French names. Ze fuselage, ze empanage, ze nessal. You know, from a romance language. So that it was something that just got into your spirit. It did mine.And I decided I had to get closer than just drawing fantasy airplanes. I wanted to build airplanes. So I built model airplanes. And I found that in doing the model airplanes the appearance drawings were not enough. You couldn't transfer those to the model itself. If you wanted it to fly you had to learn the discipline of flying. You had to learn about aeronautics. You had to learn what made an airplane stay in the air. And of course, as a model in those years, you couldn't control it. So it had to be self-righting, and stay up without crashing. So I had to give up the approach of drawing the fantasy shapes and convert it to technical drawings \u2014 the shape of the wing, the shape of the fuselage and so on \u2014 and build an airplane over these drawings that I knew followed some of the principles of flying. And in so doing, I could produce a model that would fly, stay in the air. And it had, once it was in the air, some of this romance that I was in love with.Well the act of drawing airplanes led me to, when I had the opportunity to choose a course in school, led me to sign up for aeronautical engineering. And when I was sitting in classes \u2014 in which no one asked me to draw an airplane \u2014 to my surprise. I had to learn mathematics and mechanics and all this sort of thing. I'd wile away my time drawing airplanes in the class. One day a young man looked over my shoulder, he said, ""You draw very well. You should be in the art department."" And I said, ""Why?"" And he said, ""Well for one thing, there are more girls there."" (Laughter)So my romance was temporarily shifted. (Laughter) And I went into art because they appreciated drawing. Studied painting; didn't do very well at that. Went through design, some architecture. Eventually hired myself out as a designer. And for the following 25 years, living in Italy, living in America, I doled out a piece of this romance to anybody who'd pay for it \u2014 this sense, this aesthetic feeling, for the experience revolving around a designed object. And it exists. Any of you who rode the automobiles \u2014 was it yesterday? \u2014 at the track, you know the romance revolving around those high performance cars.Well in 25 years I was mostly putting out pieces of this romance and not getting a lot back in because design on call doesn't always connect you with a circumstance in which you can produce things of this nature. So after 25 years I began to feel as though I was running dry. And I quit. And I started up a very small operation \u2014 went from 40 people to one, in an effort to rediscover my innocence. I wanted to get back where the romance was.And I couldn't choose airplanes because they had gotten sort of unromantic at that point, even though I'd done a lot of airplane work, on the interiors. So I chose furniture. And I chose chairs specifically because I knew something about them. I'd designed a lot of chairs, over the years for tractors and trucks and submarines \u2014 all kinds of things. But not office chairs. So I started doing that. And I found that there were ways to duplicate the same approach that I used to use on the airplane. Only this time, instead of the product being shaped by the wind, it was shaped by the human body. So the discipline was \u2014 as in the airplane you learn a lot about how to deal with the air, for a chair you have to learn a lot about how to deal with the body, and what the body needs, wants, indicates it needs. And that's the way, ultimately after some ups and downs, I ended up designing the chair I'm going to show you.I should say one more thing. When I was doing those model airplanes, I did everything. I conceived the kind of airplane. I basically engineered it. I built it. And I flew it. And that's the way I work now. When I started this chair it was not a preconceived notion. Design nowadays, if you mean it, you don't start with styling sketches. I started with a lot of loose ideas, roughly eight or nine years ago. And the loose ideas had something to do with what I knew happened with people in the office, at the work place \u2014 people who worked, and used task seating, a great many of them sitting in front of a computer all day long. And I felt, the one thing they don't need, is a chair that interferes with their main reason for sitting there.So I took the approach that the chair should do as much for them as humanly possible or as mechanistically possible so that they didn't have to fuss with it. So my idea was that, instead of sitting down and reaching for a lot of controls, that you would sit on the chair, and it would automatically balance your weight against the force required to recline. Now that may not mean a lot to some of you. But you know most good chairs do recline because it's beneficial to open up this joint between your legs and your upper body for better breathing and better flow. So that if you sit down on my chair, whether you're five feet tall or six foot six, it always deals with your weight and transfers the amount of force required to recline in a way that you don't have to look for something to adjust.I'll tell you right up front, this is a trade off. There are drawbacks to this. One is: you can't accommodate everybody. There are some very light people, some extremely heavy people, maybe people with a lot of bulk up top. They begin to fall off the end of your chart. But the compromise, I felt, was in my favor because most people don't adjust their chairs. They will sit in them forever. I had somebody on the bus out to the racetrack tell me about his sister calling him. He said she had one of the new, better chairs. She said, ""Oh I love it."" She said, ""But it's too high."" (Laughter) So he said, ""Well I'll come over and look at it."" He came over and looked at it. He reached down. He pulled a lever. And the chair sank down. She said, ""Oh it's wonderful. How did you do that?"" And he showed her the lever. Well, that's typical of a lot of us working in chairs. And why should you get a 20-page manual about how to run a chair? (Laughter) I had one for a wristwatch once. 20 pages.Anyway, I felt that it was important that you didn't have to make an adjustment in order to get this kind of action. The other thing I felt was that armrests had never really been properly approached from the standpoint of how much of an aid they could be to your work life. But I felt it was too much to ask to have to adjust each individual armrest in order to get it where you wanted. So I spent a long time. I said I worked eight or nine years on it. And each of these things went along sort of in parallel but incrementally were a problem of their own. I worked a long time on figuring out how to move the arms over a much greater arc \u2014 that is up and down \u2014 and make them a lot easier, so that you didn't have to use a button. And so after many trials, many failures, we came up with a very simple arrangement in which we could just move one arm or the other. And they go up easily. And stop where you want. You can put them down, essentially out of the way. No arms at all. Or you can pull them up where you want them. And this was another thing that I felt, while not nearly as romantic as Cary Grant, nevertheless begins to grab a little bit of aesthetic operation, aesthetic performance into a product.The next area that was of interest to me was the fact that reclining was a very important factor. And the more you can recline, in a way, the better it is. The more the angle between here and here opens up \u2014 and nowadays, with a screen in front of you, you don't want to have your eye drop too far in the recline, so we keep it at more or less the same level \u2014 but you transfer weight off your tailbones. Would everybody put their hand under their bottom and feel their tailbone? (Laughter) You feel that bone under there? (Laughter) Just your own. (Laughter) There's two of them, one on either side. All the weight of your upper torso \u2014 your arms, your head \u2014 goes right down through your back, your spine, into those bones when you sit. And that's a lot of load. Just relieving your arms with armrests takes 20 percent of that load off. Now that, if your spine is not held in a good position, will help bend your spine the wrong way, and so on. So to unload that great weight \u2014 if that indeed exists \u2014 you can recline. When you recline you take away a lot of that load off your bottom end, and transfer it to your back. At the same time, as I say, you open up this joint. And breathability is good.But to do that, if you have any amount of recline, it gets to the point where you need a headrest because nearly always, automatically hold your head in a vertical position, see? As I recline, my head says more or less vertical. Well if you're reclined a great deal, you have to use muscle force to hold your head there. So that's where a headrest comes in. Now headrest is a challenge because you want it to adjust enough so that it'll fit, you know, a tall guy and a short girl. So here we are. I've got five inches of adjustment here in order to get the headrest in the right place. But then I knew from experience and looking around in offices where there were chairs with headrests that nobody would ever bother to reach back and turn a knob and adjust the headrest to put it in position. And you need it in a different position when you're upright, then when you're reclined. So I knew that had to be solved, and had to be automatic. So if you watch this chair as I recline, the headrest comes up to meet my neck. Ideally you want to put the head support in the cranial area, right there. So that part of it took a long time to work out.And there is a variety of other things: the shape of the cushions, the gel we put. We stole the idea from bicycle seats, and put gel in the cushions and in the armrests to absorb point load \u2014 distributes the loading so you don't get hard spots. You cant hit your elbow on bottom. And I did want to demonstrate the fact that the chair can accommodate people. While you're sitting in it you can adjust it down for the five-footer, or you can adjust it for the six-foot-six guy \u2014 all within the scope of a few simple adjustments. (Applause)" +1367702,119,"At the INK Conference, Arvind Gupta shares simple yet stunning plans for turning trash into seriously entertaining, well-designed toys that kids can build themselves -- while learning basic principles of science and design.",930,INK Conference,1291852800,36,Arvind Gupta,Arvind Gupta: Turning trash into toys for learning,1,1304088660,"[{'id': 22, 'name': 'Fascinating', 'count': 384}, {'id': 8, 'name': 'Informative', 'count': 183}, {'id': 10, 'name': 'Inspiring', 'count': 738}, {'id': 9, 'name': 'Ingenious', 'count': 474}, {'id': 23, 'name': 'Jaw-dropping', 'count': 125}, {'id': 25, 'name': 'OK', 'count': 51}, {'id': 1, 'name': 'Beautiful', 'count': 182}, {'id': 7, 'name': 'Funny', 'count': 145}, {'id': 21, 'name': 'Unconvincing', 'count': 6}, {'id': 3, 'name': 'Courageous', 'count': 50}, {'id': 24, 'name': 'Persuasive', 'count': 72}, {'id': 2, 'name': 'Confusing', 'count': 16}, {'id': 11, 'name': 'Longwinded', 'count': 14}, {'id': 26, 'name': 'Obnoxious', 'count': 1}]","[{'id': 237, 'hero': 'https://pe.tedcdn.com/images/ted/84d386c80ee4b48a1466045a92a69c544d22d8c7_2880x1620.jpg', 'speaker': 'Clifford Stoll', 'title': 'The call to learn', 'duration': 1077, 'slug': 'clifford_stoll_on_everything', 'viewed_count': 2283507}, {'id': 199, 'hero': 'https://pe.tedcdn.com/images/ted/e982353371ca063e5ffb2ab554ec91de355d29d1_1600x1200.jpg', 'speaker': 'Arthur Benjamin', 'title': 'A performance of ""Mathemagic""', 'duration': 914, 'slug': 'arthur_benjamin_does_mathemagic', 'viewed_count': 8360761}, {'id': 1127, 'hero': 'https://pe.tedcdn.com/images/ted/af3e5f3af7d4337790cf0904b483629974aee789_800x600.jpg', 'speaker': 'John Hunter', 'title': 'Teaching with the World Peace Game', 'duration': 1190, 'slug': 'john_hunter_on_the_world_peace_game', 'viewed_count': 1394203}, {'id': 228, 'hero': 'https://pe.tedcdn.com/images/ted/33207_480x360.jpg', 'speaker': 'Alan Kay', 'title': 'A powerful idea about ideas', 'duration': 1237, 'slug': 'alan_kay_shares_a_powerful_idea_about_ideas', 'viewed_count': 777618}, {'id': 426, 'hero': 'https://pe.tedcdn.com/images/ted/64942_800x600.jpg', 'speaker': 'Kary Mullis', 'title': 'Play! Experiment! Discover!', 'duration': 1772, 'slug': 'kary_mullis_on_what_scientists_do', 'viewed_count': 532760}, {'id': 321, 'hero': 'https://pe.tedcdn.com/images/ted/48701_480x360.jpg', 'speaker': 'Robert Lang', 'title': 'The math and magic of origami', 'duration': 953, 'slug': 'robert_lang_folds_way_new_origami', 'viewed_count': 2161858}]",Toymaker,"['design', 'education', 'play', 'science', 'technology', 'toy']",Turning trash into toys for learning,"https://www.ted.com/talks/arvind_gupta_turning_trash_into_toys_for_learning +","My name is Arvind Gupta, and I'm a toymaker. I've been making toys for the last 30 years. The early '70s, I was in college. It was a very revolutionary time. It was a political ferment, so to say \u2014 students out in the streets of Paris, revolting against authority. America was jolted by the anti-Vietnam movement, the Civil Rights movement. In India, we had the Naxalite movement, the [unclear] movement. But you know, when there is a political churning of society, it unleashes a lot of energy. The National Movement of India was testimony to that. Lots of people resigned from well-paid jobs and jumped into the National Movement. Now in the early '70s, one of the great programs in India was to revitalize primary science in village schools.There was a person, Anil Sadgopal, did a Ph.D. from Caltech and returned back as a molecular biologist in India's cutting-edge research institute, the TIFR. At 31, he was not able to relate the kind of [unclear] research, which he was doing with the lives of the ordinary people. So he designed and went and started a village science program. Many people were inspired by this. The slogan of the early '70s was ""Go to the people. Live with them; love them. Start from what they know. Build on what they have."" This was kind of the defining slogan.Well I took one year. I joined Telco, made TATA trucks, pretty close to Pune. I worked there for two years, and I realized that I was not born to make trucks. Often one doesn't know what one wants to do, but it's good enough to know what you don't want to do. So I took one year off, and I went to this village science program. And it was a turning point. It was a very small village \u2014 a weekly bazaar where people, just once in a week, they put in all the vats. So I said, ""I'm going to spend a year over here."" So I just bought one specimen of everything which was sold on the roadside. And one thing which I found was this black rubber.This is called a cycle valve tube. When you pump in air in a bicycle, you use a bit of this. And some of these models \u2014 so you take a bit of this cycle valve tube, you can put two matchsticks inside this, and you make a flexible joint. It's a joint of tubes. You start by teaching angles \u2014 an acute angle, a right angle, an obtuse angle, a straight angle. It's like its own little coupling. If you have three of them, and you loop them together, well you make a triangle. With four, you make a square, you make a pentagon, you make a hexagon, you make all these kind of polygons. And they have some wonderful properties. If you look at the hexagon, for instance, it's like an amoeba, which is constantly changing its own profile. You can just pull this out, this becomes a rectangle. You give it a push, this becomes a parallelogram. But this is very shaky. Look at the pentagon, for instance, pull this out \u2014 it becomes a boat shape trapezium. Push it and it becomes house shaped. This becomes an isosceles triangle \u2014 again, very shaky. This square might look very square and prim. Give it a little push \u2014 this becomes a rhombus. It becomes kite-shaped. But give a child a triangle, he can't do a thing to it.Why use triangles? Because triangles are the only rigid structures. We can't make a bridge with squares because the train would come, it would start doing a jig. Ordinary people know about this because if you go to a village in India, they might not have gone to engineering college, but no one makes a roof placed like this. Because if they put tiles on top, it's just going to crash. They always make a triangular roof. Now this is people science.And if you were to just poke a hole over here and put a third matchstick, you'll get a T joint. And if I were to poke all the three legs of this in the three vertices of this triangle, I would make a tetrahedron. So you make all these 3D shapes. You make a tetrahedron like this. And once you make these, you make a little house. Put this on top. You can make a joint of four. You can make a joint of six. You just need a ton. Now this was \u2014 you make a joint of six, you make an icosahedron. You can play around with it. This makes an igloo. Now this is in 1978. I was a 24-year-old young engineer. And I thought this was so much better than making trucks. (Applause) If you, as a matter of fact, put four marbles inside, you simulate the molecular structure of methane, CH4. Four atoms of hydrogen, the four points of the tetrahedron, which means the little carbon atom.Well since then, I just thought that I've been really privileged to go to over 2,000 schools in my country \u2014 village schools, government schools, municipal schools, Ivy League schools \u2014 I've been invited by most of them. And every time I go to a school, I see a gleam in the eyes of the children. I see hope. I see happiness in their faces. Children want to make things. Children want to do things.Now this, we make lots and lots of pumps. Now this is a little pump with which you could inflate a balloon. It's a real pump. You could actually pop the balloon. And we have a slogan that the best thing a child can do with a toy is to break it. So all you do is \u2014 it's a very kind of provocative statement \u2014 this old bicycle tube and this old plastic [unclear] This filling cap will go very snugly into an old bicycle tube. And this is how you make a valve. You put a little sticky tape. This is one-way traffic. Well we make lots and lots of pumps. And this is the other one \u2014 that you just take a straw, and you just put a stick inside and you make two half-cuts. Now this is what you do, is you bend both these legs into a triangle, and you just wrap some tape around. And this is the pump. And now, if you have this pump, it's like a great, great sprinkler. It's like a centrifuge. If you spin something, it tends to fly out.(Applause)Well in terms of \u2014 if you were in Andhra Pradesh, you would make this with the palmyra leaf. Many of our folk toys have great science principles. If you spin-top something, it tends to fly out. If I do it with both hands, you can see this fun Mr. Flying Man. Right. This is a toy which is made from paper. It's amazing. There are four pictures. You see insects, you see frogs, snakes, eagles, butterflies, frogs, snakes, eagles. Here's a paper which you could [unclear] \u2014 designed by a mathematician at Harvard in 1928, Arthur Stone, documented by Martin Gardner in many of his many books. But this is great fun for children. They all study about the food chain. The insects are eaten by the frogs; the frogs are eaten by the snakes; the snakes are eaten by the eagles. And this can be, if you had a whole photocopy paper \u2014 A4 size paper \u2014 you could be in a municipal school, you could be in a government school \u2014 a paper, a scale and a pencil \u2014 no glue, no scissors. In three minutes, you just fold this up. And what you could use it for is just limited by your imagination. If you take a smaller paper, you make a smaller flexagon. With a bigger one, you make a bigger one.Now this is a pencil with a few slots over here. And you put a little fan here. And this is a hundred-year-old toy. There have been six major research papers on this. There's some grooves over here, you can see. And if I take a reed \u2014 if I rub this, something very amazing happens. Six major research papers on this. As a matter of fact, Feynman, as a child, was very fascinated by this. He wrote a paper on this. And you don't need the three billion-dollar Hadron Collider for doing this. (Laughter) (Applause) This is there for every child, and every child can enjoy this. If you want to put a colored disk, well all these seven colors coalesce. And this is what Newton talked about 400 years back, that white light's made of seven colors, just by spinning this around.This is a straw. What we've done, we've just sealed both the ends with tape, nipped the right corner and the bottom left corner, so there's holes in the opposite corners, there's a little hole over here. This is a kind of a blowing straw. I just put this inside this. There's a hole here, and I shut this. And this costs very little money to make \u2014 great fun for children to do.What we do is make a very simple electric motor. Now this is the simplest motor on Earth. The most expensive thing is the battery inside this. If you have a battery, it costs five cents to make it. This is an old bicycle tube, which gives you a broad rubber band, two safety pins. This is a permanent magnet. Whenever current flows through the coil, this becomes an electromagnet. It's the interaction of both these magnets which makes this motor spin. We made 30,000.Teachers who have been teaching science for donkey years, they just muck up the definition and they spit it out. When teachers make it, children make it. You can see a gleam in their eye. They get a thrill of what science is all about. And this science is not a rich man's game. In a democratic country, science must reach to our most oppressed, to the most marginalized children. This program started with 16 schools and spread to 1,500 government schools. Over 100,000 children learn science this way. And we're just trying to see possibilities.Look, this is the tetrapak \u2014 awful materials from the point of view of the environment. There are six layers \u2014 three layers of plastic, aluminum \u2014 which are are sealed together. They are fused together, so you can't separate them. Now you can just make a little network like this and fold them and stick them together and make an icosahedron. So something which is trash, which is choking all the seabirds, you could just recycle this into a very, very joyous \u2014 all the platonic solids can be made with things like this.This is a little straw, and what you do is you just nip two corners here, and this becomes like a baby crocodile's mouth. You put this in your mouth, and you blow. (Honk) It's children's delight, a teacher's envy, as they say. You're not able to see how the sound is produced, because the thing which is vibrating goes inside my mouth. I'm going to keep this outside, to blow out. I'm going to suck in air. (Honk) So no one actually needs to muck up the production of sound with wire vibrations. The other is that you keep blowing at it, keep making the sound, and you keep cutting it. And something very, very nice happens. (Honk) (Applause) And when you get a very small one \u2014 (Honk) This is what the kids teach you. You can also do this.Well before I go any further, this is something worth sharing. This is a touching slate meant for blind children. This is strips of Velcro, this is my drawing slate, and this is my drawing pen, which is basically a film box. It's basically like a fisherman's line, a fishing line. And this is wool over here. If I crank the handle, all the wool goes inside. And what a blind child can do is to just draw this. Wool sticks on Velcro. There are 12 million blind children in our country \u2014 (Applause) who live in a world of darkness. And this has come as a great boon to them. There's a factory out there making our children blind, not able to provide them with food, not able to provide them with vitamin A. But this has come as a great boon for them. There are no patents. Anyone can make it.This is very, very simple. You can see, this is the generator. It's a crank generator. These are two magnets. This is a large pulley made by sandwiching rubber between two old CDs. Small pulley and two strong magnets. And this fiber turns a wire attached to an LED. If I spin this pulley, the small one's going to spin much faster. There will be a spinning magnetic field. Lines, of course, would be cut, the force will be generated. And you can see, this LED is going to glow. So this is a small crank generator.Well, this is, again, it's just a ring, a steel ring with steel nuts. And what you can do is just, if you give it a twirl, well they just keep going on. And imagine a bunch of kids standing in a circle and just waiting for the steel ring to be passed on. And they'd be absolutely joyous playing with this.Well in the end, what we can also do: we use a lot of old newspapers to make caps. This is worthy of Sachin Tendulkar. It's a great cricket cap. (Laughter) (Applause) When first you see Nehru and Gandhi, this is the Nehru cap \u2014 just half a newspaper. We make lots of toys with newspapers, and this is one of them. And this is \u2014 you can see \u2014 this is a flapping bird. All of our old newspapers, we cut them into little squares. And if you have one of these birds \u2014 children in Japan have been making this bird for many, many years. And you can see, this is a little fantail bird.Well in the end, I'll just end with a story. This is called ""The Captain's Hat Story."" The captain was a captain of a sea-going ship. It goes very slowly. And there were lots of passengers on the ship, and they were getting bored, so the captain invited them on the deck. ""Wear all your colorful clothes and sing and dance, and I'll provide you with good food and drinks."" And the captain would wear a cap everyday and join in the regalia. The first day, it was a huge umbrella cap, like a captain's cap. That night, when the passengers would be sleeping, he would give it one more fold, and the second day, he would be wearing a fireman's cap \u2014 with a little shoot just like a designer cap, because it protects the spinal cord. And the second night, he would take the same cap and give it another fold. And the third day, it would be a Shikari cap \u2014 just like an adventurer's cap. And the third night, he would give it two more folds \u2014 and this is a very, very famous cap. If you've seen any of our Bollywood films, this is what the policeman wears, it's called a zapalu cap. It's been catapulted to international glory.And we must not forget that he was the captain of the ship. So that's a ship. And now the end: everyone was enjoying the journey very much. They were singing and dancing. Suddenly there was a storm and huge waves. And all the ship can do is to dance and pitch along with the waves. A huge wave comes and slaps the front and knocks it down. And another one comes and slaps the aft and knocks it down. And there's a third one over here. This swallows the bridge and knocks it down. And the ship sinks, and the captain has lost everything, but for a life jacket.Thank you so much.(Applause)" +1555722,137,"An insect's ability to fly is one of the greatest feats of evolution. Michael Dickinson looks at how a fruit fly takes flight with such delicate wings, thanks to a clever flapping motion and flight muscles that are both powerful and nimble. But the secret ingredient: the incredible fly brain.",955,TEDxCaltech,1358467200,26,Michael Dickinson,Michael Dickinson: How a fly flies,1,1361538468,"[{'id': 23, 'name': 'Jaw-dropping', 'count': 97}, {'id': 22, 'name': 'Fascinating', 'count': 476}, {'id': 8, 'name': 'Informative', 'count': 356}, {'id': 7, 'name': 'Funny', 'count': 120}, {'id': 24, 'name': 'Persuasive', 'count': 39}, {'id': 10, 'name': 'Inspiring', 'count': 45}, {'id': 9, 'name': 'Ingenious', 'count': 97}, {'id': 25, 'name': 'OK', 'count': 37}, {'id': 11, 'name': 'Longwinded', 'count': 17}, {'id': 1, 'name': 'Beautiful', 'count': 43}, {'id': 3, 'name': 'Courageous', 'count': 7}, {'id': 2, 'name': 'Confusing', 'count': 14}, {'id': 26, 'name': 'Obnoxious', 'count': 6}, {'id': 21, 'name': 'Unconvincing', 'count': 3}]","[{'id': 1628, 'hero': 'https://pe.tedcdn.com/images/ted/ff1914f53b83583bf5f2155fb3f9eb95050c2769_1600x1200.jpg', 'speaker': 'Marcus Byrne', 'title': 'The dance of the dung beetle', 'duration': 1028, 'slug': 'marcus_byrne_the_dance_of_the_dung_beetle', 'viewed_count': 1003866}, {'id': 416, 'hero': 'https://pe.tedcdn.com/images/ted/61938_800x600.jpg', 'speaker': 'Dennis vanEngelsdorp', 'title': 'A plea for bees', 'duration': 988, 'slug': 'dennis_vanengelsdorp_a_plea_for_bees', 'viewed_count': 590588}, {'id': 2001, 'hero': 'https://pe.tedcdn.com/images/ted/2854d72e190989e1620e6512645f70e83ea67887_2400x1800.jpg', 'speaker': 'Sara Lewis', 'title': 'The loves and lies of fireflies', 'duration': 831, 'slug': 'sara_lewis_the_loves_and_lies_of_fireflies', 'viewed_count': 967658}, {'id': 1000, 'hero': 'https://pe.tedcdn.com/images/ted/51f652b9ff6854867d1d7abb2683caf1d8dd22fb_800x600.jpg', 'speaker': 'Gero Miesenboeck', 'title': 'Re-engineering the brain', 'duration': 1054, 'slug': 'gero_miesenboeck', 'viewed_count': 611085}, {'id': 967, 'hero': 'https://pe.tedcdn.com/images/ted/202580_800x600.jpg', 'speaker': 'Sebastian Seung', 'title': 'I am my connectome', 'duration': 1165, 'slug': 'sebastian_seung', 'viewed_count': 942937}, {'id': 724, 'hero': 'https://pe.tedcdn.com/images/ted/138921_800x600.jpg', 'speaker': 'Vilayanur Ramachandran', 'title': 'The neurons that shaped civilization', 'duration': 463, 'slug': 'vs_ramachandran_the_neurons_that_shaped_civilization', 'viewed_count': 1939407}]",Biologist,"['TEDx', 'animals', 'biology', 'biomechanics', 'brain', 'cognitive science', 'ecology', 'evolution', 'flight', 'insects', 'mind', 'nanoscale', 'neuroscience', 'physiology', 'science']",How a fly flies,"https://www.ted.com/talks/michael_dickinson_how_a_fly_flies +","I grew up watching Star Trek. I love Star Trek. Star Trek made me want to see alien creatures, creatures from a far-distant world. But basically, I figured out that I could find those alien creatures right on Earth.And what I do is I study insects. I'm obsessed with insects, particularly insect flight. I think the evolution of insect flight is perhaps one of the most important events in the history of life. Without insects, there'd be no flowering plants. Without flowering plants, there would be no clever, fruit-eating primates giving TED Talks.(Laughter)Now, David and Hidehiko and Ketaki gave a very compelling story about the similarities between fruit flies and humans, and there are many similarities, and so you might think that if humans are similar to fruit flies, the favorite behavior of a fruit fly might be this, for example \u2014 (Laughter) but in my talk, I don't want to emphasize on the similarities between humans and fruit flies, but rather the differences, and focus on the behaviors that I think fruit flies excel at doing.And so I want to show you a high-speed video sequence of a fly shot at 7,000 frames per second in infrared lighting, and to the right, off-screen, is an electronic looming predator that is going to go at the fly. The fly is going to sense this predator. It is going to extend its legs out. It's going to sashay away to live to fly another day. Now I have carefully cropped this sequence to be exactly the duration of a human eye blink, so in the time that it would take you to blink your eye, the fly has seen this looming predator, estimated its position, initiated a motor pattern to fly it away, beating its wings at 220 times a second as it does so. I think this is a fascinating behavior that shows how fast the fly's brain can process information.Now, flight \u2014 what does it take to fly? Well, in order to fly, just as in a human aircraft, you need wings that can generate sufficient aerodynamic forces, you need an engine sufficient to generate the power required for flight, and you need a controller, and in the first human aircraft, the controller was basically the brain of Orville and Wilbur sitting in the cockpit.Now, how does this compare to a fly? Well, I spent a lot of my early career trying to figure out how insect wings generate enough force to keep the flies in the air. And you might have heard how engineers proved that bumblebees couldn't fly. Well, the problem was in thinking that the insect wings function in the way that aircraft wings work. But they don't. And we tackle this problem by building giant, dynamically scaled model robot insects that would flap in giant pools of mineral oil where we could study the aerodynamic forces. And it turns out that the insects flap their wings in a very clever way, at a very high angle of attack that creates a structure at the leading edge of the wing, a little tornado-like structure called a leading edge vortex, and it's that vortex that actually enables the wings to make enough force for the animal to stay in the air. But the thing that's actually most \u2014 so, what's fascinating is not so much that the wing has some interesting morphology. What's clever is the way the fly flaps it, which of course ultimately is controlled by the nervous system, and this is what enables flies to perform these remarkable aerial maneuvers.Now, what about the engine? The engine of the fly is absolutely fascinating. They have two types of flight muscle: so-called power muscle, which is stretch-activated, which means that it activates itself and does not need to be controlled on a contraction-by-contraction basis by the nervous system. It's specialized to generate the enormous power required for flight, and it fills the middle portion of the fly, so when a fly hits your windshield, it's basically the power muscle that you're looking at. But attached to the base of the wing is a set of little, tiny control muscles that are not very powerful at all, but they're very fast, and they're able to reconfigure the hinge of the wing on a stroke-by-stroke basis, and this is what enables the fly to change its wing and generate the changes in aerodynamic forces which change its flight trajectory. And of course, the role of the nervous system is to control all this.So let's look at the controller. Now flies excel in the sorts of sensors that they carry to this problem. They have antennae that sense odors and detect wind detection. They have a sophisticated eye which is the fastest visual system on the planet. They have another set of eyes on the top of their head. We have no idea what they do. They have sensors on their wing. Their wing is covered with sensors, including sensors that sense deformation of the wing. They can even taste with their wings. One of the most sophisticated sensors a fly has is a structure called the halteres. The halteres are actually gyroscopes. These devices beat back and forth about 200 hertz during flight, and the animal can use them to sense its body rotation and initiate very, very fast corrective maneuvers. But all of this sensory information has to be processed by a brain, and yes, indeed, flies have a brain, a brain of about 100,000 neurons.Now several people at this conference have already suggested that fruit flies could serve neuroscience because they're a simple model of brain function. And the basic punchline of my talk is, I'd like to turn that over on its head. I don't think they're a simple model of anything. And I think that flies are a great model. They're a great model for flies. (Laughter)And let's explore this notion of simplicity. So I think, unfortunately, a lot of neuroscientists, we're all somewhat narcissistic. When we think of brain, we of course imagine our own brain. But remember that this kind of brain, which is much, much smaller \u2014 instead of 100 billion neurons, it has 100,000 neurons \u2014 but this is the most common form of brain on the planet and has been for 400 million years. And is it fair to say that it's simple? Well, it's simple in the sense that it has fewer neurons, but is that a fair metric? And I would propose it's not a fair metric. So let's sort of think about this. I think we have to compare \u2014 (Laughter) \u2014 we have to compare the size of the brain with what the brain can do. So I propose we have a Trump number, and the Trump number is the ratio of this man's behavioral repertoire to the number of neurons in his brain. We'll calculate the Trump number for the fruit fly. Now, how many people here think the Trump number is higher for the fruit fly?(Applause)It's a very smart, smart audience. Yes, the inequality goes in this direction, or I would posit it.Now I realize that it is a little bit absurd to compare the behavioral repertoire of a human to a fly. But let's take another animal just as an example. Here's a mouse. A mouse has about 1,000 times as many neurons as a fly. I used to study mice. When I studied mice, I used to talk really slowly. And then something happened when I started to work on flies. (Laughter) And I think if you compare the natural history of flies and mice, it's really comparable. They have to forage for food. They have to engage in courtship. They have sex. They hide from predators. They do a lot of the similar things. But I would argue that flies do more. So for example, I'm going to show you a sequence, and I have to say, some of my funding comes from the military, so I'm showing this classified sequence and you cannot discuss it outside of this room. Okay? So I want you to look at the payload at the tail of the fruit fly. Watch it very closely, and you'll see why my six-year-old son now wants to be a neuroscientist. Wait for it. Pshhew. So at least you'll admit that if fruit flies are not as clever as mice, they're at least as clever as pigeons. (Laughter)Now, I want to get across that it's not just a matter of numbers but also the challenge for a fly to compute everything its brain has to compute with such tiny neurons. So this is a beautiful image of a visual interneuron from a mouse that came from Jeff Lichtman's lab, and you can see the wonderful images of brains that he showed in his talk. But up in the corner, in the right corner, you'll see, at the same scale, a visual interneuron from a fly. And I'll expand this up. And it's a beautifully complex neuron. It's just very, very tiny, and there's lots of biophysical challenges with trying to compute information with tiny, tiny neurons.How small can neurons get? Well, look at this interesting insect. It looks sort of like a fly. It has wings, it has eyes, it has antennae, its legs, complicated life history, it's a parasite, it has to fly around and find caterpillars to parasatize, but not only is its brain the size of a salt grain, which is comparable for a fruit fly, it is the size of a salt grain. So here's some other organisms at the similar scale. This animal is the size of a paramecium and an amoeba, and it has a brain of 7,000 neurons that's so small \u2014 you know these things called cell bodies you've been hearing about, where the nucleus of the neuron is? This animal gets rid of them because they take up too much space. So this is a session on frontiers in neuroscience. I would posit that one frontier in neuroscience is to figure out how the brain of that thing works.But let's think about this. How can you make a small number of neurons do a lot? And I think, from an engineering perspective, you think of multiplexing. You can take a hardware and have that hardware do different things at different times, or have different parts of the hardware doing different things. And these are the two concepts I'd like to explore. And they're not concepts that I've come up with, but concepts that have been proposed by others in the past.And one idea comes from lessons from chewing crabs. And I don't mean chewing the crabs. I grew up in Baltimore, and I chew crabs very, very well. But I'm talking about the crabs actually doing the chewing. Crab chewing is actually really fascinating. Crabs have this complicated structure under their carapace called the gastric mill that grinds their food in a variety of different ways. And here's an endoscopic movie of this structure. The amazing thing about this is that it's controlled by a really tiny set of neurons, about two dozen neurons that can produce a vast variety of different motor patterns, and the reason it can do this is that this little tiny ganglion in the crab is actually inundated by many, many neuromodulators. You heard about neuromodulators earlier. There are more neuromodulators that alter, that innervate this structure than actually neurons in the structure, and they're able to generate a complicated set of patterns. And this is the work by Eve Marder and her many colleagues who've been studying this fascinating system that show how a smaller cluster of neurons can do many, many, many things because of neuromodulation that can take place on a moment-by-moment basis. So this is basically multiplexing in time. Imagine a network of neurons with one neuromodulator. You select one set of cells to perform one sort of behavior, another neuromodulator, another set of cells, a different pattern, and you can imagine you could extrapolate to a very, very complicated system.Is there any evidence that flies do this? Well, for many years in my laboratory and other laboratories around the world, we've been studying fly behaviors in little flight simulators. You can tether a fly to a little stick. You can measure the aerodynamic forces it's creating. You can let the fly play a little video game by letting it fly around in a visual display. So let me show you a little tiny sequence of this. Here's a fly and a large infrared view of the fly in the flight simulator, and this is a game the flies love to play. You allow them to steer towards the little stripe, and they'll just steer towards that stripe forever. It's part of their visual guidance system. But very, very recently, it's been possible to modify these sorts of behavioral arenas for physiologies. So this is the preparation that one of my former post-docs, Gaby Maimon, who's now at Rockefeller, developed, and it's basically a flight simulator but under conditions where you actually can stick an electrode in the brain of the fly and record from a genetically identified neuron in the fly's brain. And this is what one of these experiments looks like. It was a sequence taken from another post-doc in the lab, Bettina Schnell. The green trace at the bottom is the membrane potential of a neuron in the fly's brain, and you'll see the fly start to fly, and the fly is actually controlling the rotation of that visual pattern itself by its own wing motion, and you can see this visual interneuron respond to the pattern of wing motion as the fly flies. So for the first time we've actually been able to record from neurons in the fly's brain while the fly is performing sophisticated behaviors such as flight. And one of the lessons we've been learning is that the physiology of cells that we've been studying for many years in quiescent flies is not the same as the physiology of those cells when the flies actually engage in active behaviors like flying and walking and so forth. And why is the physiology different? Well it turns out it's these neuromodulators, just like the neuromodulators in that little tiny ganglion in the crabs. So here's a picture of the octopamine system. Octopamine is a neuromodulator that seems to play an important role in flight and other behaviors. But this is just one of many neuromodulators that's in the fly's brain. So I really think that, as we learn more, it's going to turn out that the whole fly brain is just like a large version of this stomatogastric ganglion, and that's one of the reasons why it can do so much with so few neurons.Now, another idea, another way of multiplexing is multiplexing in space, having different parts of a neuron do different things at the same time. So here's two sort of canonical neurons from a vertebrate and an invertebrate, a human pyramidal neuron from Ramon y Cajal, and another cell to the right, a non-spiking interneuron, and this is the work of Alan Watson and Malcolm Burrows many years ago, and Malcolm Burrows came up with a pretty interesting idea based on the fact that this neuron from a locust does not fire action potentials. It's a non-spiking cell. So a typical cell, like the neurons in our brain, has a region called the dendrites that receives input, and that input sums together and will produce action potentials that run down the axon and then activate all the output regions of the neuron. But non-spiking neurons are actually quite complicated because they can have input synapses and output synapses all interdigitated, and there's no single action potential that drives all the outputs at the same time. So there's a possibility that you have computational compartments that allow the different parts of the neuron to do different things at the same time.So these basic concepts of multitasking in time and multitasking in space, I think these are things that are true in our brains as well, but I think the insects are the true masters of this. So I hope you think of insects a little bit differently next time, and as I say up here, please think before you swat.(Applause)" +1000495,64,"In the 1930s, broadcast radio introduced an entirely new form of storytelling; today, micro-blogging platforms like Twitter are changing the scene again. Andrew Fitzgerald takes a look at the (aptly) short but fascinating history of new forms of creative experimentation in fiction and storytelling.",715,TEDSalon NY2013,1373846400,25,Andrew Fitzgerald,Andrew Fitzgerald: Adventures in Twitter fiction,1,1381503543,"[{'id': 8, 'name': 'Informative', 'count': 104}, {'id': 22, 'name': 'Fascinating', 'count': 74}, {'id': 10, 'name': 'Inspiring', 'count': 54}, {'id': 24, 'name': 'Persuasive', 'count': 22}, {'id': 25, 'name': 'OK', 'count': 52}, {'id': 21, 'name': 'Unconvincing', 'count': 37}, {'id': 9, 'name': 'Ingenious', 'count': 47}, {'id': 11, 'name': 'Longwinded', 'count': 19}, {'id': 2, 'name': 'Confusing', 'count': 6}, {'id': 7, 'name': 'Funny', 'count': 17}, {'id': 1, 'name': 'Beautiful', 'count': 7}, {'id': 26, 'name': 'Obnoxious', 'count': 12}, {'id': 23, 'name': 'Jaw-dropping', 'count': 7}, {'id': 3, 'name': 'Courageous', 'count': 4}]","[{'id': 1134, 'hero': 'https://pe.tedcdn.com/images/ted/9bfe6c1169ec976395a370f53eecaf7dfbcc9147_800x600.jpg', 'speaker': 'Mike Matas', 'title': 'A next-generation digital book', 'duration': 274, 'slug': 'mike_matas', 'viewed_count': 1507057}, {'id': 21, 'hero': 'https://pe.tedcdn.com/images/ted/3_480x360.jpg', 'speaker': 'Mena Trott', 'title': 'Meet the founder of the blog revolution', 'duration': 1006, 'slug': 'mena_trott_tours_her_blog_world', 'viewed_count': 518650}, {'id': 1242, 'hero': 'https://pe.tedcdn.com/images/ted/6396a7e46d1e31309bcb9a713003fcbd086fd914_800x600.jpg', 'speaker': 'Paul Lewis', 'title': 'How mobile phones helped solve two murders', 'duration': 1013, 'slug': 'paul_lewis_crowdsourcing_the_news', 'viewed_count': 148974}, {'id': 473, 'hero': 'https://pe.tedcdn.com/images/ted/74570_800x600.jpg', 'speaker': 'Evan Williams', 'title': 'The voices of Twitter users', 'duration': 480, 'slug': 'evan_williams_on_listening_to_twitter_users', 'viewed_count': 1134754}, {'id': 2302, 'hero': 'https://pe.tedcdn.com/images/ted/bd82943883da85a6df233090923b3699ee9f6f14_2880x1620.jpg', 'speaker': 'Jon Ronson', 'title': 'When online shaming goes too far', 'duration': 1031, 'slug': 'jon_ronson_what_happens_when_online_shaming_spirals_out_of_control', 'viewed_count': 2603377}, {'id': 1958, 'hero': 'https://pe.tedcdn.com/images/ted/630d123572ec57fd0a35a1b15016cf4a3d1ec40f_1600x1200.jpg', 'speaker': 'Del Harvey', 'title': 'Protecting Twitter users (sometimes from themselves)', 'duration': 559, 'slug': 'del_harvey_the_strangeness_of_scale_at_twitter', 'viewed_count': 885485}]",Editor,"['culture', 'literature', 'social media', 'storytelling', 'technology', 'writing']",Adventures in Twitter fiction,"https://www.ted.com/talks/andrew_fitzgerald_adventures_in_twitter_fiction +","So in my free time outside of Twitter I experiment a little bit with telling stories online, experimenting with what we can do with new digital tools. And in my job at Twitter, I actually spent a little bit of time working with authors and storytellers as well, helping to expand out the bounds of what people are experimenting with. And I want to talk through some examples today of things that people have done that I think are really fascinating using flexible identity and anonymity on the web and blurring the lines between fact and fiction.But I want to start and go back to the 1930s. Long before a little thing called Twitter, radio brought us broadcasts and connected millions of people to single points of broadcast. And from those single points emanated stories. Some of them were familiar stories. Some of them were new stories. And for a while they were familiar formats, but then radio began to evolve its own unique formats specific to that medium. Think about episodes that happened live on radio.Combining the live play and the serialization of written fiction, you get this new format. And the reason why I bring up radio is that I think radio is a great example of how a new medium defines new formats which then define new stories.And of course, today, we have an entirely new medium to play with, which is this online world. This is the map of verified users on Twitter and the connections between them. There are thousands upon thousands of them. Every single one of these points is its own broadcaster. We've gone to this world of many to many, where access to the tools is the only barrier to broadcasting. And I think that we should start to see wildly new formats emerge as people learn how to tell stories in this new medium. I actually believe that we are in a wide open frontier for creative experimentation, if you will, that we've explored and begun to settle this wild land of the Internet and are now just getting ready to start to build structures on it, and those structures are the new formats of storytelling that the Internet will allow us to create.I believe this starts with an evolution of existing methods. The short story, for example, people are saying that the short story is experiencing a renaissance of sorts thanks to e-readers, digital marketplaces. One writer, Hugh Howey, experimented with short stories on Amazon by releasing one very short story called ""Wool."" And he actually says that he didn't intend for ""Wool"" to become a series, but that the audience loved the first story so much they demanded more, and so he gave them more. He gave them ""Wool 2,"" which was a little bit longer than the first one, ""Wool 3,"" which was even longer, culminating in ""Wool 5,"" which was a 60,000-word novel. I think Howey was able to do all of this because he had the quick feedback system of e-books. He was able to write and publish in relatively short order. There was no mediator between him and the audience. It was just him directly connected with his audience and building on the feedback and enthusiasm that they were giving him. So this whole project was an experiment. It started with the one short story, and I think the experimentation actually became a part of Howey's format. And that's something that this medium enabled, was experimentation being a part of the format itself.This is a short story by the author Jennifer Egan called ""Black Box."" It was originally written specifically with Twitter in mind. Egan convinced The New Yorker to start a New Yorker fiction account from which they could tweet all of these lines that she created. Now Twitter, of course, has a 140-character limit. Egan mocked that up just writing manually in this storyboard sketchbook, used the physical space constraints of those storyboard squares to write each individual tweet, and those tweets ended up becoming over 600 of them that were serialized by The New Yorker. Every night, at 8 p.m., you could tune in to a short story from The New Yorker's fiction account. I think that's pretty exciting: tune-in literary fiction. The experience of Egan's story, of course, like anything on Twitter, there were multiple ways to experience it. You could scroll back through it, but interestingly, if you were watching it live, there was this suspense that built because the actual tweets, you had no control over when you would read them. They were coming at a pretty regular clip, but as the story was building, normally, as a reader, you control how fast you move through a text, but in this case, The New Yorker did, and they were sending you bit by bit by bit, and you had this suspense of waiting for the next line.Another great example of fiction and the short story on Twitter, Elliott Holt is an author who wrote a story called ""Evidence."" It began with this tweet: ""On November 28 at 10:13 p.m., a woman identified as Miranda Brown, 44, of Brooklyn, fell to her death from the roof of a Manhattan hotel."" It begins in Elliott's voice, but then Elliott's voice recedes, and we hear the voices of Elsa, Margot and Simon, characters that Elliott created on Twitter specifically to tell this story, a story from multiple perspectives leading up to this moment at 10:13 p.m. when this woman falls to her death. These three characters brought an authentic vision from multiple perspectives. One reviewer called Elliott's story ""Twitter fiction done right,"" because she did. She captured that voice and she had multiple characters and it happened in real time. Interestingly, though, it wasn't just Twitter as a distribution mechanism. It was also Twitter as a production mechanism. Elliott told me later she wrote the whole thing with her thumbs. She laid on the couch and just went back and forth between different characters tweeting out each line, line by line. I think that this kind of spontaneous creation of what was coming out of the characters' voices really lent an authenticity to the characters themselves, but also to this format that she had created of multiple perspectives in a single story on Twitter.As you begin to play with flexible identity online, it gets even more interesting as you start to interact with the real world. Things like Invisible Obama or the famous ""binders full of women"" that came up during the 2012 election cycle, or even the fan fiction universe of ""West Wing"" Twitter in which you have all of these accounts for every single one of the characters in ""The West Wing,"" including the bird that taps at Josh Lyman's window in one single episode. (Laughter)All of these are rapid iterations on a theme. They are creative people experimenting with the bounds of what is possible in this medium. You look at something like ""West Wing"" Twitter, in which you have these fictional characters that engage with the real world. They comment on politics, they cry out against the evils of Congress. Keep in mind, they're all Democrats. And they engage with the real world. They respond to it. So once you take flexible identity, anonymity, engagement with the real world, and you move beyond simple homage or parody and you put these tools to work in telling a story, that's when things get really interesting.So during the Chicago mayoral election there was a parody account. It was Mayor Emanuel. It gave you everything you wanted from Rahm Emanuel, particularly in the expletive department. This foul-mouthed account followed the daily activities of the race, providing commentary as it went. It followed all of the natural tropes of a good, solid Twitter parody account, but then started to get weird. And as it progressed, it moved from this commentary to a multi-week, real-time science fiction epic in which your protagonist, Rahm Emanuel, engages in multi-dimensional travel on election day, which is \u2014 it didn't actually happen. I double checked the newspapers.And then, very interestingly, it came to an end. This is something that doesn't usually happen with a Twitter parody account. It ended, a true narrative conclusion. And so the author, Dan Sinker, who was a journalist, who was completely anonymous this whole time, I think Dan \u2014 it made a lot of sense for him to turn this into a book, because it was a narrative format in the end, and I think that turning it into a book is representative of this idea that he had created something new that needed to be translated into previous formats.One of my favorite examples of something that's happening on Twitter right now, actually, is the very absurdist Crimer Show. Crimer Show tells the story of a supercriminal and a hapless detective that face off in this exceptionally strange lingo, with all of the tropes of a television show. Crimer Show's creator has said that it is a parody of a popular type of show in the U.K., but, man, is it weird. And there are all these times where Crimer, the supercriminal, does all of these TV things. He's always taking off his sunglasses or turning to the camera, but these things just happen in text. I think borrowing all of these tropes from television and additionally presenting each Crimer Show as an episode, spelled E-P-P-A-S-O-D, ""eppasod,"" presenting them as episodes really, it creates something new. There is a new ""eppasod"" of Crimer Show on Twitter pretty much every day, and they're archived that way. And I think this is an interesting experiment in format. Something totally new has been created here out of parodying something on television.I think in nonfiction real-time storytelling, there are a lot of really excellent examples as well. RealTimeWWII is an account that documents what was happening on this day 60 years ago in exceptional detail, as if you were reading the news reports from that day. And the author Teju Cole has done a lot of experimentation with putting a literary twist on events of the news. In this particular case, he's talking about drone strikes. I think that in both of these examples, you're beginning to see ways in which people are telling stories with nonfiction content that can be built into new types of fictional storytelling.So with real-time storytelling, blurring the lines between fact and fiction, the real world and the digital world, flexible identity, anonymity, these are all tools that we have accessible to us, and I think that they're just the building blocks. They are the bits that we use to create the structures, the frames, that then become our settlements on this wide open frontier for creative experimentation.Thank you.(Applause)" +1032390,118,"In 2002, investigative journalist and TED Fellow Will Potter took a break from his regular beat, writing about shootings and murders for the Chicago Tribune. He went to help a local group campaigning against animal testing: ""I thought it would be a safe way to do something positive,"" he says. Instead, he was arrested, and so began his ongoing journey into a world in which peaceful protest is branded as terrorism.",273,TED2014,1395014400,34,Will Potter,Will Potter: The shocking move to criminalize nonviolent protest,1,1402498628,"[{'id': 8, 'name': 'Informative', 'count': 463}, {'id': 10, 'name': 'Inspiring', 'count': 231}, {'id': 24, 'name': 'Persuasive', 'count': 214}, {'id': 1, 'name': 'Beautiful', 'count': 30}, {'id': 22, 'name': 'Fascinating', 'count': 64}, {'id': 3, 'name': 'Courageous', 'count': 367}, {'id': 23, 'name': 'Jaw-dropping', 'count': 108}, {'id': 25, 'name': 'OK', 'count': 29}, {'id': 21, 'name': 'Unconvincing', 'count': 22}, {'id': 2, 'name': 'Confusing', 'count': 2}, {'id': 9, 'name': 'Ingenious', 'count': 4}, {'id': 26, 'name': 'Obnoxious', 'count': 19}, {'id': 7, 'name': 'Funny', 'count': 9}, {'id': 11, 'name': 'Longwinded', 'count': 5}]","[{'id': 802, 'hero': 'https://pe.tedcdn.com/images/ted/158525_800x600.jpg', 'speaker': 'Juliana Machado Ferreira', 'title': 'The fight to end rare-animal trafficking in Brazil', 'duration': 334, 'slug': 'juliana_machado_ferreira', 'viewed_count': 320722}, {'id': 1646, 'hero': 'https://pe.tedcdn.com/images/ted/607b6a77d182a5f75b6237d96fc4184fdf2721b8_1600x1200.jpg', 'speaker': 'Angela Patton', 'title': 'A father-daughter dance ... in prison', 'duration': 528, 'slug': 'angela_patton_a_father_daughter_dance_in_prison', 'viewed_count': 815601}, {'id': 1542, 'hero': 'https://pe.tedcdn.com/images/ted/1d820f03fa5087a20e14a0294d1a65fbcde13566_800x600.jpg', 'speaker': 'Scilla Elworthy', 'title': 'Fighting with nonviolence', 'duration': 947, 'slug': 'scilla_elworthy_fighting_with_non_violence', 'viewed_count': 1145265}, {'id': 2263, 'hero': 'https://pe.tedcdn.com/images/ted/5ea4b18e50b4a7c33dd2259240b64fe623fa2c7e_2880x1620.jpg', 'speaker': 'Trevor Aaronson', 'title': 'How this FBI strategy is actually creating US-based terrorists', 'duration': 562, 'slug': 'trevor_aaronson_how_this_fbi_strategy_is_actually_creating_us_based_terrorists', 'viewed_count': 1252287}, {'id': 1586, 'hero': 'https://pe.tedcdn.com/images/ted/c19e2e6d99c5085c8cc4742c56dbf66988f3b4bc_1600x1200.jpg', 'speaker': 'Jason McCue', 'title': 'Terrorism is a failed brand', 'duration': 1142, 'slug': 'jason_mccue_terrorism_is_a_failed_brand', 'viewed_count': 788260}, {'id': 2042, 'hero': 'https://pe.tedcdn.com/images/ted/ea6423568d1c204c0927fa9dd847dd719d919537_2880x1620.jpg', 'speaker': 'Karima Bennoune', 'title': 'When people of Muslim heritage challenge fundamentalism', 'duration': 1205, 'slug': 'karima_bennoune_the_side_of_terrorism_that_doesn_t_make_headlines', 'viewed_count': 1429067}]",Investigative journalist,"['TED Fellows', 'activism', 'animals', 'environment', 'journalism', 'nonviolence', 'politics', 'terrorism']",The shocking move to criminalize nonviolent protest,"https://www.ted.com/talks/will_potter_the_shocking_move_to_criminalize_non_violent_protest +","It was less than a year after September 11, and I was at the Chicago Tribune writing about shootings and murders, and it was leaving me feeling pretty dark and depressed. I had done some activism in college, so I decided to help a local group hang door knockers against animal testing. I thought it would be a safe way to do something positive, but of course I have the absolute worst luck ever, and we were all arrested. Police took this blurry photo of me holding leaflets as evidence.My charges were dismissed, but a few weeks later, two FBI agents knocked on my door, and they told me that unless I helped them by spying on protest groups, they would put me on a domestic terrorist list. I'd love to tell you that I didn't flinch, but I was terrified, and when my fear subsided, I became obsessed with finding out how this happened, how animal rights and environmental activists who have never injured anyone could become the FBI's number one domestic terrorism threat.A few years later, I was invited to testify before Congress about my reporting, and I told lawmakers that, while everybody is talking about going green, some people are risking their lives to defend forests and to stop oil pipelines. They're physically putting their bodies on the line between the whalers' harpoons and the whales. These are everyday people, like these protesters in Italy who spontaneously climbed over barbed wire fences to rescue beagles from animal testing. And these movements have been incredibly effective and popular, so in 1985, their opponents made up a new word, eco-terrorist, to shift how we view them. They just made it up.Now these companies have backed new laws like the Animal Enterprise Terrorism Act, which turns activism into terrorism if it causes a loss of profits. Now most people never even heard about this law, including members of Congress. Less than one percent were in the room when it passed the House. The rest were outside at a new memorial. They were praising Dr. King as his style of activism was branded as terrorism if done in the name of animals or the environment.Supporters say laws like this are needed for the extremists: the vandals, the arsonists, the radicals. But right now, companies like TransCanada are briefing police in presentations like this one about how to prosecute nonviolent protesters as terrorists. The FBI's training documents on eco-terrorism are not about violence, they're about public relations. Today, in multiple countries, corporations are pushing new laws that make it illegal to photograph animal cruelty on their farms. The latest was in Idaho just two weeks ago, and today we released a lawsuit challenging it as unconstitutional as a threat to journalism.The first of these ag-gag prosecutions, as they're called, was a young woman named Amy Meyer, and Amy saw a sick cow being moved by a bulldozer outside of a slaughterhouse as she was on the public street. And Amy did what any of us would: She filmed it. When I found out about her story, I wrote about it, and within 24 hours, it created such an uproar that the prosecutors just dropped all the charges.But apparently, even exposing stuff like that is a threat. Through the Freedom of Information Act, I learned that the counter-terrorism unit has been monitoring my articles and speeches like this one. They even included this nice little write-up of my book. They described it as ""compelling and well-written."" (Applause) Blurb on the next book, right?The point of all of this is to make us afraid, but as a journalist, I have an unwavering faith in the power of education. Our best weapon is sunlight.Dostoevsky wrote that the whole work of man is to prove he's a man and not a piano key. Over and over throughout history, people in power have used fear to silence the truth and to silence dissent. It's time we strike a new note.Thank you.(Applause)" +1188149,264,"Today, thanks to better early detection, there are 63% fewer deaths from heart disease than there were just a few decades ago. Thomas Insel, the director of the National Institute of Mental Health, wonders: Could we do the same for depression and schizophrenia? The first step in this new avenue of research, he says, is a crucial reframing: for us to stop thinking about ""mental disorders"" and start understanding them as ""brain disorders.""",783,TEDxCaltech,1358467200,31,Thomas Insel,Thomas Insel: Toward a new understanding of mental illness,1,1366125538,"[{'id': 8, 'name': 'Informative', 'count': 466}, {'id': 22, 'name': 'Fascinating', 'count': 235}, {'id': 25, 'name': 'OK', 'count': 54}, {'id': 24, 'name': 'Persuasive', 'count': 159}, {'id': 23, 'name': 'Jaw-dropping', 'count': 25}, {'id': 21, 'name': 'Unconvincing', 'count': 34}, {'id': 2, 'name': 'Confusing', 'count': 17}, {'id': 11, 'name': 'Longwinded', 'count': 27}, {'id': 10, 'name': 'Inspiring', 'count': 145}, {'id': 9, 'name': 'Ingenious', 'count': 37}, {'id': 3, 'name': 'Courageous', 'count': 20}, {'id': 26, 'name': 'Obnoxious', 'count': 3}, {'id': 7, 'name': 'Funny', 'count': 2}, {'id': 1, 'name': 'Beautiful', 'count': 15}]","[{'id': 1494, 'hero': 'https://pe.tedcdn.com/images/ted/6beb5266e411afadb4598468ea211d9126f0782f_2880x1620.jpg', 'speaker': 'Elyn Saks', 'title': 'A tale of mental illness -- from the inside', 'duration': 892, 'slug': 'elyn_saks_seeing_mental_illness', 'viewed_count': 3247817}, {'id': 1689, 'hero': 'https://pe.tedcdn.com/images/ted/fa49d98edc6c1a1a5732ba2aeaac2e1f15ac3ac2_1600x1200.jpg', 'speaker': 'David Anderson', 'title': 'Your brain is more than a bag of chemicals', 'duration': 925, 'slug': 'david_anderson_your_brain_is_more_than_a_bag_of_chemicals', 'viewed_count': 1342510}, {'id': 773, 'hero': 'https://pe.tedcdn.com/images/ted/94293ba2eda6be637e9cbdded1f4572dfb5c804b_1600x1200.jpg', 'speaker': 'Temple Grandin', 'title': 'The world needs all kinds of minds', 'duration': 1183, 'slug': 'temple_grandin_the_world_needs_all_kinds_of_minds', 'viewed_count': 4375175}, {'id': 893, 'hero': 'https://pe.tedcdn.com/images/ted/179266_800x600.jpg', 'speaker': 'Aditi Shankardass', 'title': 'A second opinion on developmental disorders', 'duration': 541, 'slug': 'aditi_shankardass_a_second_opinion_on_learning_disorders', 'viewed_count': 957092}, {'id': 1717, 'hero': 'https://pe.tedcdn.com/images/ted/a94a473fdf524014a80d4bb19a4b159543679fa4_1600x1200.jpg', 'speaker': 'Andres Lozano', 'title': ""Parkinson's, depression and the switch that might turn them off"", 'duration': 934, 'slug': 'andres_lozano_parkinson_s_depression_and_the_switch_that_might_turn_them_off', 'viewed_count': 1303148}, {'id': 2771, 'hero': 'https://pe.tedcdn.com/images/ted/cdb073dfa8128eb670ecce1122c050ef95c59ff4_2880x1620.jpg', 'speaker': 'Lisa Genova', 'title': ""What you can do to prevent Alzheimer's"", 'duration': 836, 'slug': 'lisa_genova_what_you_can_do_to_prevent_alzheimer_s', 'viewed_count': 2177806}]",Neuroscientist and psychiatrist,"[""Alzheimer's"", 'TEDx', 'brain', 'depression', 'health', 'mental health', 'neuroscience']",Toward a new understanding of mental illness,"https://www.ted.com/talks/thomas_insel_toward_a_new_understanding_of_mental_illness +","So let's start with some good news, and the good news has to do with what do we know based on biomedical research that actually has changed the outcomes for many very serious diseases?Let's start with leukemia, acute lymphoblastic leukemia, ALL, the most common cancer of children. When I was a student, the mortality rate was about 95 percent. Today, some 25, 30 years later, we're talking about a mortality rate that's reduced by 85 percent. Six thousand children each year who would have previously died of this disease are cured. If you want the really big numbers, look at these numbers for heart disease. Heart disease used to be the biggest killer, particularly for men in their 40s. Today, we've seen a 63-percent reduction in mortality from heart disease \u2014 remarkably, 1.1 million deaths averted every year. AIDS, incredibly, has just been named, in the past month, a chronic disease, meaning that a 20-year-old who becomes infected with HIV is expected not to live weeks, months, or a couple of years, as we said only a decade ago, but is thought to live decades, probably to die in his '60s or '70s from other causes altogether. These are just remarkable, remarkable changes in the outlook for some of the biggest killers. And one in particular that you probably wouldn't know about, stroke, which has been, along with heart disease, one of the biggest killers in this country, is a disease in which now we know that if you can get people into the emergency room within three hours of the onset, some 30 percent of them will be able to leave the hospital without any disability whatsoever.Remarkable stories, good-news stories, all of which boil down to understanding something about the diseases that has allowed us to detect early and intervene early. Early detection, early intervention, that's the story for these successes.Unfortunately, the news is not all good. Let's talk about one other story which has to do with suicide. Now this is, of course, not a disease, per se. It's a condition, or it's a situation that leads to mortality. What you may not realize is just how prevalent it is. There are 38,000 suicides each year in the United States. That means one about every 15 minutes. Third most common cause of death amongst people between the ages of 15 and 25. It's kind of an extraordinary story when you realize that this is twice as common as homicide and actually more common as a source of death than traffic fatalities in this country. Now, when we talk about suicide, there is also a medical contribution here, because 90 percent of suicides are related to a mental illness: depression, bipolar disorder, schizophrenia, anorexia, borderline personality. There's a long list of disorders that contribute, and as I mentioned before, often early in life.But it's not just the mortality from these disorders. It's also morbidity. If you look at disability, as measured by the World Health Organization with something they call the Disability Adjusted Life Years, it's kind of a metric that nobody would think of except an economist, except it's one way of trying to capture what is lost in terms of disability from medical causes, and as you can see, virtually 30 percent of all disability from all medical causes can be attributed to mental disorders, neuropsychiatric syndromes.You're probably thinking that doesn't make any sense. I mean, cancer seems far more serious. Heart disease seems far more serious. But you can see actually they are further down this list, and that's because we're talking here about disability. What drives the disability for these disorders like schizophrenia and bipolar and depression? Why are they number one here?Well, there are probably three reasons. One is that they're highly prevalent. About one in five people will suffer from one of these disorders in the course of their lifetime. A second, of course, is that, for some people, these become truly disabling, and it's about four to five percent, perhaps one in 20. But what really drives these numbers, this high morbidity, and to some extent the high mortality, is the fact that these start very early in life. Fifty percent will have onset by age 14, 75 percent by age 24, a picture that is very different than what one would see if you're talking about cancer or heart disease, diabetes, hypertension \u2014 most of the major illnesses that we think about as being sources of morbidity and mortality. These are, indeed, the chronic disorders of young people.Now, I started by telling you that there were some good-news stories. This is obviously not one of them. This is the part of it that is perhaps most difficult, and in a sense this is a kind of confession for me. My job is to actually make sure that we make progress on all of these disorders. I work for the federal government. Actually, I work for you. You pay my salary. And maybe at this point, when you know what I do, or maybe what I've failed to do, you'll think that I probably ought to be fired, and I could certainly understand that. But what I want to suggest, and the reason I'm here is to tell you that I think we're about to be in a very different world as we think about these illnesses.What I've been talking to you about so far is mental disorders, diseases of the mind. That's actually becoming a rather unpopular term these days, and people feel that, for whatever reason, it's politically better to use the term behavioral disorders and to talk about these as disorders of behavior. Fair enough. They are disorders of behavior, and they are disorders of the mind. But what I want to suggest to you is that both of those terms, which have been in play for a century or more, are actually now impediments to progress, that what we need conceptually to make progress here is to rethink these disorders as brain disorders.Now, for some of you, you're going to say, ""Oh my goodness, here we go again. We're going to hear about a biochemical imbalance or we're going to hear about drugs or we're going to hear about some very simplistic notion that will take our subjective experience and turn it into molecules, or maybe into some sort of very flat, unidimensional understanding of what it is to have depression or schizophrenia.When we talk about the brain, it is anything but unidimensional or simplistic or reductionistic. It depends, of course, on what scale or what scope you want to think about, but this is an organ of surreal complexity, and we are just beginning to understand how to even study it, whether you're thinking about the 100 billion neurons that are in the cortex or the 100 trillion synapses that make up all the connections. We have just begun to try to figure out how do we take this very complex machine that does extraordinary kinds of information processing and use our own minds to understand this very complex brain that supports our own minds. It's actually a kind of cruel trick of evolution that we simply don't have a brain that seems to be wired well enough to understand itself. In a sense, it actually makes you feel that when you're in the safe zone of studying behavior or cognition, something you can observe, that in a way feels more simplistic and reductionistic than trying to engage this very complex, mysterious organ that we're beginning to try to understand.Now, already in the case of the brain disorders that I've been talking to you about, depression, obsessive compulsive disorder, post-traumatic stress disorder, while we don't have an in-depth understanding of how they are abnormally processed or what the brain is doing in these illnesses, we have been able to already identify some of the connectional differences, or some of the ways in which the circuitry is different for people who have these disorders. We call this the human connectome, and you can think about the connectome sort of as the wiring diagram of the brain. You'll hear more about this in a few minutes. The important piece here is that as you begin to look at people who have these disorders, the one in five of us who struggle in some way, you find that there's a lot of variation in the way that the brain is wired, but there are some predictable patterns, and those patterns are risk factors for developing one of these disorders. It's a little different than the way we think about brain disorders like Huntington's or Parkinson's or Alzheimer's disease where you have a bombed-out part of your cortex. Here we're talking about traffic jams, or sometimes detours, or sometimes problems with just the way that things are connected and the way that the brain functions. You could, if you want, compare this to, on the one hand, a myocardial infarction, a heart attack, where you have dead tissue in the heart, versus an arrhythmia, where the organ simply isn't functioning because of the communication problems within it. Either one would kill you; in only one of them will you find a major lesion.As we think about this, probably it's better to actually go a little deeper into one particular disorder, and that would be schizophrenia, because I think that's a good case for helping to understand why thinking of this as a brain disorder matters. These are scans from Judy Rapoport and her colleagues at the National Institute of Mental Health in which they studied children with very early onset schizophrenia, and you can see already in the top there's areas that are red or orange, yellow, are places where there's less gray matter, and as they followed them over five years, comparing them to age match controls, you can see that, particularly in areas like the dorsolateral prefrontal cortex or the superior temporal gyrus, there's a profound loss of gray matter. And it's important, if you try to model this, you can think about normal development as a loss of cortical mass, loss of cortical gray matter, and what's happening in schizophrenia is that you overshoot that mark, and at some point, when you overshoot, you cross a threshold, and it's that threshold where we say, this is a person who has this disease, because they have the behavioral symptoms of hallucinations and delusions. That's something we can observe. But look at this closely and you can see that actually they've crossed a different threshold. They've crossed a brain threshold much earlier, that perhaps not at age 22 or 20, but even by age 15 or 16 you can begin to see the trajectory for development is quite different at the level of the brain, not at the level of behavior.Why does this matter? Well first because, for brain disorders, behavior is the last thing to change. We know that for Alzheimer's, for Parkinson's, for Huntington's. There are changes in the brain a decade or more before you see the first signs of a behavioral change. The tools that we have now allow us to detect these brain changes much earlier, long before the symptoms emerge. But most important, go back to where we started. The good-news stories in medicine are early detection, early intervention. If we waited until the heart attack, we would be sacrificing 1.1 million lives every year in this country to heart disease. That is precisely what we do today when we decide that everybody with one of these brain disorders, brain circuit disorders, has a behavioral disorder. We wait until the behavior becomes manifest. That's not early detection. That's not early intervention.Now to be clear, we're not quite ready to do this. We don't have all the facts. We don't actually even know what the tools will be, nor what to precisely look for in every case to be able to get there before the behavior emerges as different. But this tells us how we need to think about it, and where we need to go.Are we going to be there soon? I think that this is something that will happen over the course of the next few years, but I'd like to finish with a quote about trying to predict how this will happen by somebody who's thought a lot about changes in concepts and changes in technology.""We always overestimate the change that will occur in the next two years and underestimate the change that will occur in the next 10."" \u2014 Bill Gates.Thanks very much. (Applause)" +1077662,33,"Giorgia Lupi uses data to tell human stories, adding nuance to numbers. In this charming talk, she shares how we can bring personality to data, visualizing even the mundane details of our daily lives and transforming the abstract and uncountable into something that can be seen, felt and directly reconnected to our lives.",673,TEDNYC,1488931200,16,Giorgia Lupi,Giorgia Lupi: How we can find ourselves in data,1,1491577660,"[{'id': 9, 'name': 'Ingenious', 'count': 79}, {'id': 8, 'name': 'Informative', 'count': 111}, {'id': 1, 'name': 'Beautiful', 'count': 85}, {'id': 21, 'name': 'Unconvincing', 'count': 7}, {'id': 2, 'name': 'Confusing', 'count': 8}, {'id': 24, 'name': 'Persuasive', 'count': 44}, {'id': 10, 'name': 'Inspiring', 'count': 101}, {'id': 25, 'name': 'OK', 'count': 43}, {'id': 22, 'name': 'Fascinating', 'count': 79}, {'id': 3, 'name': 'Courageous', 'count': 9}, {'id': 23, 'name': 'Jaw-dropping', 'count': 10}, {'id': 11, 'name': 'Longwinded', 'count': 4}, {'id': 7, 'name': 'Funny', 'count': 19}, {'id': 26, 'name': 'Obnoxious', 'count': 3}]","[{'id': 2705, 'hero': 'https://pe.tedcdn.com/images/ted/dbd2137053b8698a43c1a169b1789c9001222ea7_2880x1620.jpg', 'speaker': 'Joy Buolamwini', 'title': ""How I'm fighting bias in algorithms"", 'duration': 524, 'slug': 'joy_buolamwini_how_i_m_fighting_bias_in_algorithms', 'viewed_count': 869310}, {'id': 2718, 'hero': 'https://pe.tedcdn.com/images/ted/d0fbe8b884f5572ba9c66e421ca4f9fa7159a19b_2880x1620.jpg', 'speaker': 'Mona Chalabi', 'title': '3 ways to spot a bad statistic', 'duration': 705, 'slug': 'mona_chalabi_3_ways_to_spot_a_bad_statistic', 'viewed_count': 1405467}, {'id': 2674, 'hero': 'https://pe.tedcdn.com/images/ted/494f688e9688a52d75352d2c45dbf3e0729a5c60_2880x1620.jpg', 'speaker': 'Alan Smith', 'title': 'Why you should love statistics', 'duration': 769, 'slug': 'alan_smith_why_we_re_so_bad_at_statistics', 'viewed_count': 1369942}, {'id': 2818, 'hero': 'https://pe.tedcdn.com/images/ted/96044392dd7eea4410a92f4c5d499b888e607653_2880x1620.jpg', 'speaker': 'Tricia Wang', 'title': 'The human insights missing from big data', 'duration': 972, 'slug': 'tricia_wang_the_human_insights_missing_from_big_data', 'viewed_count': 1103130}, {'id': 484, 'hero': 'https://pe.tedcdn.com/images/ted/77260_800x600.jpg', 'speaker': 'Tim Berners-Lee', 'title': 'The next web', 'duration': 983, 'slug': 'tim_berners_lee_on_the_next_web', 'viewed_count': 1352116}, {'id': 2403, 'hero': 'https://pe.tedcdn.com/images/ted/9447af46e476fc16f72c2b583db397f73f82a803_2880x1620.jpg', 'speaker': 'Sebastian Wernicke', 'title': 'How to use data to make a hit TV show', 'duration': 745, 'slug': 'sebastian_wernicke_how_to_use_data_to_make_a_hit_tv_show', 'viewed_count': 1468506}]",Information designer,"['TEDNYC', 'algorithm', 'art', 'collaboration', 'communication', 'data', 'design', 'humanity', 'media', 'personal growth', 'statistics', 'visualizations']",How we can find ourselves in data,"https://www.ted.com/talks/giorgia_lupi_how_we_can_find_ourselves_in_data +","This is what my last week looked like. What I did, who I was with, the main sensations I had for every waking hour ... If the feeling came as I thought of my dad who recently passed away, or if I could have just definitely avoided the worries and anxieties. And if you think I'm a little obsessive, you're probably right. But clearly, from this visualization, you can learn much more about me than from this other one, which are images you're probably more familiar with and which you possibly even have on your phone right now. Bar charts for the steps you walked, pie charts for the quality of your sleep \u2014 the path of your morning runs.In my day job, I work with data. I run a data visualization design company, and we design and develop ways to make information accessible through visual representations. What my job has taught me over the years is that to really understand data and their true potential, sometimes we actually have to forget about them and see through them instead. Because data are always just a tool we use to represent reality. They're always used as a placeholder for something else, but they are never the real thing.But let me step back for a moment to when I first understood this personally. In 1994, I was 13 years old. I was a teenager in Italy. I was too young to be interested in politics, but I knew that a businessman, Silvio Berlusconi, was running for president for the moderate right. We lived in a very liberal town, and my father was a politician for the Democratic Party. And I remember that no one thought that Berlusconi could get elected \u2014 that was totally not an option. But it happened. And I remember the feeling very vividly. It was a complete surprise, as my dad promised that in my town he knew nobody who voted for him.This was the first time when the data I had gave me a completely distorted image of reality. My data sample was actually pretty limited and skewed, so probably it was because of that, I thought, I lived in a bubble, and I didn't have enough chances to see outside of it.Now, fast-forward to November 8, 2016 in the United States. The internet polls, statistical models, all the pundits agreeing on a possible outcome for the presidential election. It looked like we had enough information this time, and many more chances to see outside the closed circle we lived in \u2014 but we clearly didn't. The feeling felt very familiar. I had been there before. I think it's fair to say the data failed us this time \u2014 and pretty spectacularly. We believed in data, but what happened, even with the most respected newspaper, is that the obsession to reduce everything to two simple percentage numbers to make a powerful headline made us focus on these two digits and them alone. In an effort to simplify the message and draw a beautiful, inevitable red and blue map, we lost the point completely. We somehow forgot that there were stories \u2014 stories of human beings behind these numbers.In a different context, but to a very similar point, a peculiar challenge was presented to my team by this woman. She came to us with a lot of data, but ultimately she wanted to tell one of the most humane stories possible. She's Samantha Cristoforetti. She has been the first Italian woman astronaut, and she contacted us before being launched on a six-month-long expedition to the International Space Station. She told us, ""I'm going to space, and I want to do something meaningful with the data of my mission to reach out to people."" A mission to the International Space Station comes with terabytes of data about anything you can possibly imagine \u2014 the orbits around Earth, the speed and position of the ISS and all of the other thousands of live streams from its sensors. We had all of the hard data we could think of \u2014 just like the pundits before the election \u2014 but what is the point of all these numbers? People are not interested in data for the sake of it, because numbers are never the point. They're always the means to an end. The story we needed to tell is that there is a human being in a teeny box flying in space above your head, and that you can actually see her with your naked eye on a clear night. So we decided to use data to create a connection between Samantha and all of the people looking at her from below. We designed and developed what we called ""Friends in Space,"" a web application that simply lets you say ""hello"" to Samantha from where you are, and ""hello"" to all the people who are online at the same time from all over the world. And all of these ""hellos"" left visible marks on the map as Samantha was flying by and as she was actually waving back every day at us using Twitter from the ISS.This made people see the mission's data from a very different perspective. It all suddenly became much more about our human nature and our curiosity, rather than technology. So data powered the experience, but stories of human beings were the drive. The very positive response of its thousands of users taught me a very important lesson \u2014 that working with data means designing ways to transform the abstract and the uncountable into something that can be seen, felt and directly reconnected to our lives and to our behaviors, something that is hard to achieve if we let the obsession for the numbers and the technology around them lead us in the process. But we can do even more to connect data to the stories they represent. We can remove technology completely.A few years ago, I met this other woman, Stefanie Posavec \u2014 a London-based designer who shares with me the passion and obsession about data. We didn't know each other, but we decided to run a very radical experiment, starting a communication using only data, no other language, and we opted for using no technology whatsoever to share our data. In fact, our only means of communication would be through the old-fashioned post office. For ""Dear Data,"" every week for one year, we used our personal data to get to know each other \u2014 personal data around weekly shared mundane topics, from our feelings to the interactions with our partners, from the compliments we received to the sounds of our surroundings. Personal information that we would then manually hand draw on a postcard-size sheet of paper that we would every week send from London to New York, where I live, and from New York to London, where she lives. The front of the postcard is the data drawing, and the back of the card contains the address of the other person, of course, and the legend for how to interpret our drawing. The very first week into the project, we actually chose a pretty cold and impersonal topic. How many times do we check the time in a week? So here is the front of my card, and you can see that every little symbol represents all of the times that I checked the time, positioned for days and different hours chronologically \u2014 nothing really complicated here. But then you see in the legend how I added anecdotal details about these moments. In fact, the different types of symbols indicate why I was checking the time \u2014 what was I doing? Was I bored? Was I hungry? Was I late? Did I check it on purpose or just casually glance at the clock? And this is the key part \u2014 representing the details of my days and my personality through my data collection. Using data as a lens or a filter to discover and reveal, for example, my never-ending anxiety for being late, even though I'm absolutely always on time.Stefanie and I spent one year collecting our data manually to force us to focus on the nuances that computers cannot gather \u2014 or at least not yet \u2014 using data also to explore our minds and the words we use, and not only our activities. Like at week number three, where we tracked the ""thank yous"" we said and were received, and when I realized that I thank mostly people that I don't know. Apparently I'm a compulsive thanker to waitresses and waiters, but I definitely don't thank enough the people who are close to me.Over one year, the process of actively noticing and counting these types of actions became a ritual. It actually changed ourselves. We became much more in tune with ourselves, much more aware of our behaviors and our surroundings. Over one year, Stefanie and I connected at a very deep level through our shared data diary, but we could do this only because we put ourselves in these numbers, adding the contexts of our very personal stories to them. It was the only way to make them truly meaningful and representative of ourselves.I am not asking you to start drawing your personal data, or to find a pen pal across the ocean. But I'm asking you to consider data \u2014 all kind of data \u2014 as the beginning of the conversation and not the end. Because data alone will never give us a solution. And this is why data failed us so badly \u2014 because we failed to include the right amount of context to represent reality \u2014 a nuanced, complicated and intricate reality. We kept looking at these two numbers, obsessing with them and pretending that our world could be reduced to a couple digits and a horse race, while the real stories, the ones that really mattered, were somewhere else.What we missed looking at these stories only through models and algorithms is what I call ""data humanism."" In the Renaissance humanism, European intellectuals placed the human nature instead of God at the center of their view of the world. I believe something similar needs to happen with the universe of data. Now data are apparently treated like a God \u2014 keeper of infallible truth for our present and our future.The experiences that I shared with you today taught me that to make data faithfully representative of our human nature and to make sure they will not mislead us anymore, we need to start designing ways to include empathy, imperfection and human qualities in how we collect, process, analyze and display them. I do see a place where, ultimately, instead of using data only to become more efficient, we will all use data to become more humane.Thank you.(Applause)" +665328,18,Terrorists and extremists aren't all naturally violent sociopaths -- they're deliberately recruited and radicalized in a process that doesn't fit into a neat pattern. Erin Marie Saltman discusses the push and pull factors that cause people to join extremist groups and explains innovative ways of preventing and countering radicalization.,698,TEDxGhent,1466208000,1,Erin Marie Saltman,Erin Marie Saltman: How young people join violent extremist groups -- and how to stop them,1,1504641624,"[{'id': 8, 'name': 'Informative', 'count': 64}, {'id': 10, 'name': 'Inspiring', 'count': 22}, {'id': 24, 'name': 'Persuasive', 'count': 18}, {'id': 3, 'name': 'Courageous', 'count': 17}, {'id': 22, 'name': 'Fascinating', 'count': 16}, {'id': 25, 'name': 'OK', 'count': 5}, {'id': 1, 'name': 'Beautiful', 'count': 7}, {'id': 9, 'name': 'Ingenious', 'count': 3}, {'id': 21, 'name': 'Unconvincing', 'count': 5}, {'id': 7, 'name': 'Funny', 'count': 1}, {'id': 23, 'name': 'Jaw-dropping', 'count': 1}, {'id': 2, 'name': 'Confusing', 'count': 0}, {'id': 11, 'name': 'Longwinded', 'count': 0}, {'id': 26, 'name': 'Obnoxious', 'count': 0}]","[{'id': 2309, 'hero': 'https://pe.tedcdn.com/images/ted/d5c01b453252bc8506ed16a6cd97e21597263f0c_2880x1620.jpg', 'speaker': 'Benedetta Berti', 'title': 'The surprising way groups like ISIS stay in power', 'duration': 338, 'slug': 'benedetta_berti_the_surprising_way_groups_like_isis_stay_in_power', 'viewed_count': 1947391}, {'id': 2662, 'hero': 'https://pe.tedcdn.com/images/ted/f9c6e5c8f59c0c2ac792dcf22920519696bd3ad3_2880x1620.jpg', 'speaker': 'Deeyah Khan', 'title': ""What we don't know about Europe's Muslim kids"", 'duration': 1211, 'slug': 'deeyah_khan_what_we_don_t_know_about_europe_s_muslim_kids', 'viewed_count': 1195893}, {'id': 2607, 'hero': 'https://pe.tedcdn.com/images/ted/80a5537c1cf5555f1c7270a27e6a45bd7169a975_2880x1620.jpg', 'speaker': 'Manwar Ali', 'title': 'Inside the mind of a former radical jihadist', 'duration': 1042, 'slug': 'manwar_ali_inside_the_mind_of_a_former_radical_jihadist', 'viewed_count': 1805912}, {'id': 2567, 'hero': 'https://pe.tedcdn.com/images/ted/ae71bc041cced04576ddeeadef4e74cabf9c547f_2880x1620.jpg', 'speaker': 'Rebecca MacKinnon', 'title': 'We can fight terror without sacrificing our rights', 'duration': 716, 'slug': 'rebecca_mackinnon_we_can_fight_terror_without_sacrificing_our_rights', 'viewed_count': 1053140}, {'id': 2772, 'hero': 'https://pe.tedcdn.com/images/ted/5261c8973a6f8df925370ea097cce0271bdc329d_2880x1620.jpg', 'speaker': 'Laura Galante', 'title': 'How (and why) Russia hacked the US election', 'duration': 573, 'slug': 'laura_galante_how_to_exploit_democracy', 'viewed_count': 1132960}, {'id': 2042, 'hero': 'https://pe.tedcdn.com/images/ted/ea6423568d1c204c0927fa9dd847dd719d919537_2880x1620.jpg', 'speaker': 'Karima Bennoune', 'title': 'When people of Muslim heritage challenge fundamentalism', 'duration': 1205, 'slug': 'karima_bennoune_the_side_of_terrorism_that_doesn_t_make_headlines', 'viewed_count': 1429077}]",Policy researcher,"['TEDx', 'security', 'social media', 'terrorism', 'violence']",How young people join violent extremist groups -- and how to stop them,"https://www.ted.com/talks/erin_marie_saltman_how_young_people_join_violent_extremist_groups_and_how_to_stop_them +","So in 2011, I altered my name so that I could participate in Far Right youth camp in Hungary. I was doing a PhD looking at youth political socialization \u2014 why young people were developing political ideologies in a post-communist setting, and I saw that a lot of young people I was talking to were joining the Far Right, and this was astounding to me. So I wanted to enroll in this youth camp to get a better understanding of why people were joining.So a colleague enrolled me, and my last name sounds a little bit too Jewish. So Erin got turned into Ir\xe9na, and Saltman got turned into S\xf3s, which means ""salty"" in Hungarian. And in Hungarian, your last name goes first, so my James Bond name turned into ""Salty Irena,"" which is not something I would have naturally chosen for myself.But going to this camp, I was further shocked to realize that it was actually really fun. They talked very little about politics. It was mostly learning how to ride horses, shooting a bow and arrow, live music at night, free food and alcohol, also some air-gun target practice using mainstream politicians' faces as targets. And this seemed like a very, actually, friendly, inclusive group until you started talking or mentioning anything to do with the Roma population, Jewish people or immigrants, and then the discourse would become very hate-based very quickly.So it led me into my work now, where we pose the question, ""Why do people join violent extremist movements, and how do we effectively counter these processes?"" In the aftermath of horrible atrocities and attacks in places like Belgium, France, but all over the world, sometimes it's easier for us to think, ""Well, these must be sociopaths, these must be naturally violent individuals. They must have something wrong with their upbringing."" And what's really tragic is that oftentimes there's no one profile. Many people come from educated backgrounds, different socioeconomic backgrounds, men and women, different ages, some with families, some single. So why? What is this allure? And this is what I want to talk you through, as well as how do we challenge this in a modern era?We do know, through research, that there are quite a number of different things that affect somebody's process of radicalization, and we categorize these into push and pull factors. And these are pretty much similar for Far Right, neo-Nazi groups all the way to Islamist extremist and terrorist groups. And push factors are basically what makes you vulnerable to a process of radicalization, to joining a violent extremist group. And these can be a lot of different things, but roughly, a sense of alienation, a sense of isolation, questioning your own identity, but also feeling that your in-group is under attack, and your in group might be based on a nationality or an ethnicity or a religion, and feeling that larger powers around you are doing nothing to help.Now, push factors alone do not make you a violent extremist, because if that were the fact, those same factors would go towards a group like the Roma population, and they're not a violently mobilized group. So we have to look at the pull factors. What are these violent extremist organizations offering that other groups are not offering? And actually, this is usually very positive things, very seemingly empowering things, such as brotherhood and sisterhood and a sense of belonging, as well as giving somebody a spiritual purpose, a divine purpose to build a utopian society if their goals can be met, but also a sense of empowerment and adventure.When we look at foreign terrorist fighters, we see young men with the wind in their hair out in the desert and women going to join them to have nuptials out in the sunset. It's very romantic, and you become a hero. For both men and women, that's the propaganda being given. So what extremist groups are very good at is taking a very complicated, confusing, nuanced world and simplifying that world into black and white, good and evil. And you become what is good, challenging what is evil.So I want to talk a little bit about ISIS, Daesh, because they have been a game changer in how we look at these processes, and through a lot of the material and their tactics. They're very much a modern movement. One of the aspects is the internet and the usage of social media, as we've all seen in headlines tweeting and videos of beheadings. But the internet alone does not radicalize you. The internet is a tool. You don't go online shopping for shoes and accidentally become a jihadist. However, what the Internet does do is it is a catalyst.It provides tools and scale and rapidity that doesn't exist elsewhere. And with ISIS, all of a sudden, this idea of a cloaked, dark figure of a jihadist changed for us. All of a sudden, we were in their kitchens. We saw what they were eating for dinner. They were tweeting. We had foreign terrorist fighters tweeting in their own languages. We had women going out there talking about their wedding day, about the births of their children. We had gaming culture, all of a sudden, and references to Grand Theft Auto being made.So all of a sudden, they were homey. They became human. And the problem is that trying to counter it, lots of governments and social media companies just tried to censor. How do we get rid of terrorist content? And it became a cat-and-mouse game where we would see accounts taken down and they'd just come back up, and an arrogance around somebody having a 25th account and material that was disseminated everywhere.But we also saw a dangerous trend \u2014 violent extremists know the rules and regulations of social media, too. So we would see a banal conversation with a recruiter start on a mainstream platform, and at the point at which that conversation was going to become illegal, they would jump to a smaller, less regulated, more encrypted platform. So all of a sudden, we couldn't track where that conversation went. So this is a problem with censorship, which is why we need to develop alternatives to censorship.ISIS is also a game-changer because it's state-building. It's not just recruiting combatants; it's trying to build a state. And what that means is all of a sudden, your recruitment model is much more broad. You're not just trying to get fighters \u2014 now you need architects, engineers, accountants, hackers and women. We've actually seen a huge increase of women going in the last 24, but especially 12 months. Some countries, one in four of the people going over to join are now women. And so, this really changes who we're trying to counter this process with.Now, not all doom and gloom. So the rest I'd like to talk about some of the positive things and the new innovation in trying to prevent and counter violent extremism.Preventing is very different than countering, and actually, you can think of it in medical terms. So preventative medicine is, how do we make it so you are naturally resilient to this process of radicalization, whereas that is going to be different if somebody is already showing a symptom or a sign of belonging to a violent extremist ideology. And so in preventative measures, we're talking more about really broad groups of people and exposure to ideas to make them resilient. Whereas it's very different if somebody is starting to question and agree with certain things online, and it's also very different if somebody already has a swastika tattoo and is very much embedded within a group. How do you reach them?So I'd like to go through three examples of each one of those levels and talk you through what some of the new ways of engaging with people are becoming.One is ""Extreme Dialogue,"" and it's an educational program that we helped develop. This one is from Canada, and it's meant to create dialogues within a classroom setting, using storytelling, because violent extremism can be very hard to try to explain, especially to younger individuals. So we have a network of former extremists and survivors of extremism that tell their stories through video and create question-giving to classrooms, to start a conversation about the topic.These two examples show Christianne, who lost her son, who radicalized and died fighting for ISIS, and Daniel is a former neo-Nazi who was an extremely violent neo-Nazi, and they pose questions about their lives and where they're at and regret, and force a classroom to have a dialogue around it.Now, looking at that middle range of individuals, actually, we need a lot of civil society voices. How do you interact with people that are looking for information online, that are starting to toy with an ideology, that are doing those searching identity questions? How do we provide alternatives for that? And that's when we combine large groups of civil society voices with creatives, techies, app developers, artists, comedians, and we can create really specified content and actually, online, disseminate it to very strategic audiences. So one example would be creating a satirical video which makes fun of Islamophobia, and targeting it to 15- to 20-year-olds online that have an interest in white power music and live specifically in Manchester.We can use these marketing tools to be very specific, so that we know when somebody's viewing, watching and engaging with that content, it's not just the average person, it's not me or you \u2014 it's a very specific audience that we are looking to engage with.Even more downstream, we developed a pilot program called ""One to One,"" where we took former extremists and we had them reach out directly to a group of labeled neofascists as well as Islamist extremists, and put direct messages through Facebook Messenger into their inbox, saying, ""Hey, I see where you're going. I've been there. If you want to talk, I'm here."" Now, we kind of expected death threats from this sort of interaction. It's a little alarming to have a former neo-Nazi say, ""Hey, how are you?"" But actually, we found that around 60 percent of the people reached out to responded, and of that, around another 60 percent had sustained engagement, meaning that they were having conversations with the hardest people to reach about what they were going through, planting seeds of doubt and giving them alternatives for talking about these subjects, and that's really important.So what we're trying to do is actually bring unlikely sectors to the table. We have amazing activists all over the world, but oftentimes, their messages are not strategic or they don't actually reach the audiences they want to reach. So we work with networks of former extremists. We work with networks of young people in different parts of the world. And we work with them to bring the tech sector to the table with artists and creatives and marketing expertise so that we can actually have a more robust and challenging of extremism that works together.So I would say that if you are in the audience and you happen to be a graphic designer, a poet, a marketing expert, somebody that works in PR, a comedian \u2014 you might not think that this is your sector, but actually, the skills that you have right now might be exactly what is needed to help challenge extremism effectively.Thank you.(Applause)" +708408,101,"Mark Roth studies suspended animation: the art of shutting down life processes and then starting them up again. It's wild stuff, but it's not science fiction. Induced by careful use of an otherwise toxic gas, suspended animation can potentially help trauma and heart attack victims survive long enough to be treated.",1093,TED2010,1265068800,20,Mark Roth,Mark Roth: Suspended animation is within our grasp,1,1268614800,"[{'id': 3, 'name': 'Courageous', 'count': 52}, {'id': 9, 'name': 'Ingenious', 'count': 300}, {'id': 22, 'name': 'Fascinating', 'count': 399}, {'id': 23, 'name': 'Jaw-dropping', 'count': 517}, {'id': 10, 'name': 'Inspiring', 'count': 126}, {'id': 8, 'name': 'Informative', 'count': 165}, {'id': 24, 'name': 'Persuasive', 'count': 69}, {'id': 7, 'name': 'Funny', 'count': 18}, {'id': 11, 'name': 'Longwinded', 'count': 27}, {'id': 25, 'name': 'OK', 'count': 17}, {'id': 1, 'name': 'Beautiful', 'count': 9}, {'id': 21, 'name': 'Unconvincing', 'count': 16}, {'id': 26, 'name': 'Obnoxious', 'count': 10}, {'id': 2, 'name': 'Confusing', 'count': 6}]","[{'id': 440, 'hero': 'https://pe.tedcdn.com/images/ted/67420_800x600.jpg', 'speaker': 'Peter Ward', 'title': ""A theory of Earth's mass extinctions"", 'duration': 1181, 'slug': 'peter_ward_on_mass_extinctions', 'viewed_count': 837509}, {'id': 142, 'hero': 'https://pe.tedcdn.com/images/ted/bd6a41c08b773bcca10fe0b1a78176457dd10081_2880x1620.jpg', 'speaker': 'Alan Russell', 'title': 'The potential of regenerative medicine', 'duration': 1165, 'slug': 'alan_russell_on_regenerating_our_bodies', 'viewed_count': 1427747}, {'id': 259, 'hero': 'https://pe.tedcdn.com/images/ted/40964_480x360.jpg', 'speaker': 'Paul Ewald', 'title': 'Can we domesticate germs?', 'duration': 1071, 'slug': 'paul_ewald_asks_can_we_domesticate_germs', 'viewed_count': 442628}, {'id': 573, 'hero': 'https://pe.tedcdn.com/images/ted/95995_800x600.jpg', 'speaker': 'Jane Poynter', 'title': 'Life in Biosphere 2', 'duration': 953, 'slug': 'jane_poynter_life_in_biosphere_2', 'viewed_count': 843725}, {'id': 471, 'hero': 'https://pe.tedcdn.com/images/ted/74139_800x600.jpg', 'speaker': 'Richard Pyle', 'title': ""A dive into the reef's Twilight Zone"", 'duration': 1008, 'slug': 'richard_pyle_dives_the_twilight_zone', 'viewed_count': 352252}, {'id': 741, 'hero': 'https://pe.tedcdn.com/images/ted/9ed8ff36f60c73ba894de8370b2ee4182a3aeece_1920x1080.jpg', 'speaker': 'David Blaine', 'title': 'How I held my breath for 17 minutes', 'duration': 1219, 'slug': 'david_blaine_how_i_held_my_breath_for_17_min', 'viewed_count': 15601389}]","Biochemist, cell biologist","['biology', 'fish', 'health care', 'science', 'war']",Suspended animation is within our grasp,"https://www.ted.com/talks/mark_roth_suspended_animation +","I'm going to talk to you today about my work on suspended animation. Now, usually when I mention suspended animation, people will flash me the Vulcan sign and laugh. But now, I'm not talking about gorking people out to fly to Mars or even Pandora, as much fun as that may be. I'm talking about the concept of using suspended animation to help people out in trauma.So what do I mean when I say ""suspended animation""? It is the process by which animals de-animate, appear dead and then can wake up again without being harmed. OK, so here is the sort of big idea: If you look out at nature, you find that as you tend to see suspended animation, you tend to see immortality. And so, what I'm going to tell you about is a way to tell a person who's in trauma \u2014 find a way to de-animate them a bit so they're a little more immortal when they have that heart attack.An example of an organism or two that happens to be quite immortal would be plant seeds or bacterial spores. These creatures are some of the most immortal life forms on our planet, and they tend to spend most of their time in suspended animation. Bacterial spores are thought now by scientists to exist as individual cells that are alive, but in suspended animation for as long as 250 million years. To suggest that this all, sort of, about little, tiny creatures, I want to bring it close to home. In the immortal germ line of human beings \u2014 that is, the eggs that sit in the ovaries \u2014 they actually sit there in a state of suspended animation for up to 50 years in the life of each woman.So then there's also my favorite example of suspended animation. This is Sea-Monkeys. Those of you with children, you know about them. You go to the pet store or the toy store, and you can buy these things. You just open the bag, and you just dump them into the plastic aquarium, and in about a week or so, you'll have little shrimps swimming around. Well, I wasn't so interested in the swimming. I was interested in what was going on in the bag, the bag on the toy store shelf where those shrimp sat in suspended animation indefinitely. So these ideas of suspended animation are not just about cells and weird, little organisms.Occasionally, human beings are briefly de-animated, and the stories of people who are briefly de-animated that interest me the most are those having to do with the cold. Ten years ago, there was a skier in Norway that was trapped in an icy waterfall, and she was there for two hours before they extracted her. She was extremely cold, and she had no heartbeat \u2014 for all intents and purposes she was dead, frozen. Seven hours later, still without a heartbeat, they brought her back to life, and she went on to be the head radiologist in the hospital that treated her.A couple of years later \u2014 so I get really excited about these things \u2014 about a couple of years later, there was a 13-month-old, she was from Canada. Her father had gone out in the wintertime; he was working night shift, and she followed him outside in nothing but a diaper. And they found her hours later, frozen, lifeless, and they brought her back to life.There was a 65-year-old woman in Duluth, Minnesota last year that was found frozen and without a pulse in her front yard one morning in the winter, and they brought her back to life. The next day, she was doing so well, they wanted to run tests on her. She got cranky and just went home. (Laughter)So, these are miracles, right? These are truly miraculous things that happen. Doctors have a saying that, in fact, ""You're not dead until you're warm and dead."" And it's true. It's true. In the New England Journal of Medicine, there was a study published that showed that with appropriate rewarming, people who had suffered without a heartbeat for three hours could be brought back to life without any neurologic problems. That's over 50 percent. So what I was trying to do is think of a way that we could study suspended animation to think about a way to reproduce, maybe, what happened to the skier.Well, I have to tell you something very odd, and that is that being exposed to low oxygen does not always kill. So, in this room, there's 20 percent oxygen or so, and if we reduce the oxygen concentration, we will all be dead. And, in fact, the animals we were working with in the lab \u2014 these little garden worms, nematodes \u2014 they were also dead when we exposed them to low oxygen. And here's the thing that should freak you out. And that is that, when we lower the oxygen concentration further by 100 times, to 10 parts per million, they were not dead, they were in suspended animation, and we could bring them back to life without any harm. And this precise oxygen concentration, 10 parts per million, that caused suspended animation, is conserved. We can see it in a variety of different organisms. One of the creatures we see it in is a fish. And we can turn its heartbeat on and off by going in and out of suspended animation like you would a light switch.So this was pretty shocking to me, that we could do this. And so I was wondering, when we were trying to reproduce the work with the skier, that we noticed that, of course, she had no oxygen consumption, and so maybe she was in a similar state of suspended animation. But, of course, she was also extremely cold. So we wondered what would happen if we took our suspended animals and exposed them to the cold. And so, what we found out was that, if you take animals that are animated like you and I, and you make them cold \u2014 that is, these were the garden worms \u2014 now they're dead. But if you have them in suspended animation, and move them into the cold, they're all alive. And there's the very important thing there: If you want to survive the cold, you ought to be suspended. Right? It's a really good thing.And so, we were thinking about that, about this relationship between these things, and thinking about whether or not that's what happened to the skier. And so we wondered: Might there be some agent that is in us, something that we make ourselves, that we might be able to regulate our own metabolic flexibility in such a way as to be able to survive when we got extremely cold, and might otherwise pass away? I thought it might be interesting to sort of hunt for such things. You know?I should mention briefly here that physiology textbooks that you can read about will tell you that this is a kind of heretical thing to suggest. We have, from the time we are slapped on the butt until we take our last dying breath \u2014 that's when we're newborn to when we're dead \u2014 we cannot reduce our metabolic rate below what's called a standard, or basal metabolic rate. But I knew that there were examples of creatures, also mammals, that do reduce their metabolic rate such as ground squirrels and bears, they reduce their metabolic rate in the wintertime when they hibernate. So I wondered: Might we be able to find some agent or trigger that might induce such a state in us?And so, we went looking for such things. And this was a period of time when we failed tremendously. Ken Robinson is here. He talked about the glories of failure. Well, we had a lot of them. We tried many different chemicals and agents, and we failed over and over again. So, one time, I was at home watching television on the couch while my wife was putting our child to bed, and I was watching a television show. It was a television show \u2014 it was a NOVA show on PBS \u2014 about caves in New Mexico. And this particular cave was Lechuguilla, and this cave is incredibly toxic to humans. The researchers had to suit up just to enter it. It's filled with this toxic gas, hydrogen sulfide. Now, hydrogen sulfide is curiously present in us. We make it ourselves. The highest concentration is in our brains. Yet, it was used as a chemical warfare agent in World War I. It's an extraordinarily toxic thing. In fact, in chemical accidents, hydrogen sulfide is known to \u2014 if you breathe too much of it, you collapse to the ground, you appear dead, but if you were brought out into room air, you can be reanimated without harm, if they do that quickly.So, I thought, ""Wow, I have to get some of this."" (Laughter) Now, it's post-9/11 America, and when you go into the research institute, and you say, ""Hi. I'd like to buy some concentrated, compressed gas cylinders of a lethal gas because I have these ideas, see, about wanting to suspend people. It's really going to be OK."" So that's kind of a tough day, but I said, ""There really is some basis for thinking why you might want to do this."" As I said, this agent is in us, and, in fact, here's a curious thing, it binds to the very place inside of your cells where oxygen binds, and where you burn it, and that you do this burning to live. And so we thought, like in a game of musical chairs, might we be able to give a person some hydrogen sulfide, and might it be able to occupy that place like in a game of musical chairs where oxygen might bind? And because you can't bind the oxygen, maybe you wouldn't consume it, and then maybe it would reduce your demand for oxygen. I mean, who knows?So \u2014 (Laughter) So, there's the bit about the dopamine and being a little bit, what do you call it, delusional, and you might suggest that was it. And so, we wanted to find out might we be able to use hydrogen sulfide in the presence of cold, and we wanted to see whether we could reproduce this skier in a mammal. Now, mammals are warm-blooded creatures, and when we get cold, we shake and we shiver, right? We try to keep our core temperature at 37 degrees by actually burning more oxygen. So, it was interesting for us when we applied hydrogen sulfide to a mouse when it was also cold because what happened is the core temperature of the mouse got cold. It stopped moving. It appeared dead. Its oxygen consumption rate fell by tenfold. And here's the really important point. I told you hydrogen sulfide is in us. It's rapidly metabolized, and all you have to do after six hours of being in this state of de-animation is simply put the thing out in room air, and it warms up, and it's none the worse for wear.Now, this was cosmic. Really. Because we had found a way to de-animate a mammal, and it didn't hurt it. Now, we'd found a way to reduce its oxygen consumption to rock-bottom levels, and it was fine. Now, in this state of de-animation, it could not go out dancing, but it was not dead, and it was not harmed. So we started to think: Is this the agent that might have been present in the skier, and might have she had more of it than someone else, and might that have been able to reduce her demand for oxygen before she got so cold that she otherwise would have died, as we found out with our worm experiments?So, we wondered: Can we do anything useful with this capacity to control metabolic flexibility? And one of the things we wondered \u2014 I'm sure some of you out there are economists, and you know all about supply and demand. And when supply is equal to demand, everything's fine, but when supply falls, in this case of oxygen, and demand stays high, you're dead. So, what I just told you is we can now reduce demand. We ought to be able to lower supply to unprecedented low levels without killing the animal. And with money we got from DARPA, we could show just that. If you give mice hydrogen sulfide, you can lower their demand for oxygen, and you can put them into oxygen concentrations that are as low as 5,000 feet above the top of Mt. Everest, and they can sit there for hours, and there's no problem. Well this was really cool. We also found out that we could subject animals to otherwise lethal blood loss, and we could save them if we gave them hydrogen sulfide.So these proof of concept experiments led me to say ""I should found a company, and we should take this out to a wider playing field."" I founded a company called Ikaria with others' help. And this company, the first thing it did was make a liquid formulation of hydrogen sulfide an injectable form that we could put in and send it out to physician scientists all over the world who work on models of critical care medicine, and the results are incredibly positive.In one model of heart attack, animals given hydrogen sulfide showed a 70 percent reduction in heart damage compared to those who got the standard of care that you and I would receive if we were to have a heart attack here today. Same is true for organ failure, when you have loss of function owing to poor perfusion of kidney, of liver, acute respiratory distress syndrome and damage suffered in cardiac-bypass surgery. So, these are the thought leaders in trauma medicine all over the world saying this is true, so it seems that exposure to hydrogen sulfide decreases damage that you receive from being exposed to otherwise lethal-low oxygen.And I should say that the concentrations of hydrogen sulfide required to get this benefit are low, incredibly low. In fact, so low that physicians will not have to lower or dim the metabolism of people much at all to see the benefit I just mentioned, which is a wonderful thing, if you're thinking about adopting this. You don't want to be gorking people out just to save them, it's really confusing. (Laughter)So, I want to say that we're in human trials. Now, and so \u2014 (Applause) Thank you. The Phase 1 safety studies are over, and we're doing fine, we're now moved on. We have to get to Phase 2 and Phase 3. It's going to take us a few years. This has all moved very quickly, and the mouse experiments of hibernating mice happened in 2005; the first human studies were done in 2008, and we should know in a couple of years whether it works or not. And this all happened really quickly because of a lot of help from a lot of people.I want to mention that, first of all, my wife, without whom this talk and my work would not be possible, so thank you very much. Also, the brilliant scientists who work at my lab and also others on staff, the Fred Hutchinson Cancer Research Center in Seattle, Washington \u2014 wonderful place to work. And also the wonderful scientists and businesspeople at Ikaria. One thing those people did out there was take this technology of hydrogen sulfide, which is this start-up company that's burning venture capital very quickly, and they fused it with another company that sells another toxic gas that's more toxic than hydrogen sulfide, and they give it to newborn babies who would otherwise die from a failure to be able to oxygenate their tissues properly. And this gas that is delivered in over a thousand critical care hospitals worldwide, now is approved, on label, and saves thousands of babies a year from certain death. (Applause)So it's really incredible for me to be a part of this. And I want to say that I think we're on the path of understanding metabolic flexibility in a fundamental way, and that in the not too distant future, an EMT might give an injection of hydrogen sulfide, or some related compound, to a person suffering severe injuries, and that person might de-animate a bit, they might become a little more immortal. Their metabolism will fall as though you were dimming a switch on a lamp at home. And then, they will have the time, that will buy them the time, to be transported to the hospital to get the care they need. And then, after they get that care \u2014 like the mouse, like the skier, like the 65-year-old woman \u2014 they'll wake up. A miracle? We hope not, or maybe we just hope to make miracles a little more common.Thank you very much. (Applause)" +1208946,322,"There's an angry divisive tension in the air that threatens to make modern politics impossible. Elizabeth Lesser explores the two sides of human nature within us (call them ""the mystic"" and ""the warrior\u201d) that can be harnessed to elevate the way we treat each other. She shares a simple way to begin real dialogue -- by going to lunch with someone who doesn't agree with you, and asking them three questions to find out what's really in their hearts.",668,TEDWomen 2010,1291766400,31,Elizabeth Lesser,"Elizabeth Lesser: Take ""the Other"" to lunch",1,1294934220,"[{'id': 10, 'name': 'Inspiring', 'count': 962}, {'id': 24, 'name': 'Persuasive', 'count': 369}, {'id': 1, 'name': 'Beautiful', 'count': 305}, {'id': 25, 'name': 'OK', 'count': 149}, {'id': 3, 'name': 'Courageous', 'count': 239}, {'id': 11, 'name': 'Longwinded', 'count': 82}, {'id': 21, 'name': 'Unconvincing', 'count': 133}, {'id': 26, 'name': 'Obnoxious', 'count': 59}, {'id': 23, 'name': 'Jaw-dropping', 'count': 16}, {'id': 9, 'name': 'Ingenious', 'count': 77}, {'id': 22, 'name': 'Fascinating', 'count': 102}, {'id': 8, 'name': 'Informative', 'count': 113}, {'id': 2, 'name': 'Confusing', 'count': 24}, {'id': 7, 'name': 'Funny', 'count': 30}]","[{'id': 341, 'hero': 'https://pe.tedcdn.com/images/ted/d0cb457c07c026bd2af305bd40fb28331abcb105_2880x1620.jpg', 'speaker': 'Jonathan Haidt', 'title': 'The moral roots of liberals and conservatives', 'duration': 1122, 'slug': 'jonathan_haidt_on_the_moral_mind', 'viewed_count': 2724255}, {'id': 2062, 'hero': 'https://pe.tedcdn.com/images/ted/437873218a4d876528f0da85cc12309f9c66c271_2400x1800.jpg', 'speaker': 'Jarrett J. Krosoczka', 'title': 'Why lunch ladies are heroes', 'duration': 324, 'slug': 'jarrett_krosoczka_why_lunch_ladies_are_heroes', 'viewed_count': 1260339}, {'id': 2282, 'hero': 'https://pe.tedcdn.com/images/ted/8d86a35fc44170cf2d05de8a2517beed2bb97d47_2880x1620.jpg', 'speaker': 'Ash Beckham', 'title': 'When to take a stand -- and when to let it go', 'duration': 935, 'slug': 'ash_beckham_when_to_take_a_stand_and_when_to_let_it_go', 'viewed_count': 1458257}, {'id': 2716, 'hero': 'https://pe.tedcdn.com/images/ted/7c3e47242138e07fca8739cf8c88c0dd25f3ad86_2880x1620.jpg', 'speaker': 'Gretchen Carlson, David Brooks', 'title': 'Political common ground in a polarized United States', 'duration': 2853, 'slug': 'gretchen_carlson_david_brooks_political_common_ground_in_a_polarized_united_states', 'viewed_count': 890391}, {'id': 1642, 'hero': 'https://pe.tedcdn.com/images/ted/08eccdf1035b0338ee208ce18f0ba077f3c94a42_1600x1200.jpg', 'speaker': 'Jonathan Haidt', 'title': 'How common threats can make common (political) ground', 'duration': 1201, 'slug': 'jonathan_haidt_how_common_threats_can_make_common_political_ground', 'viewed_count': 606989}, {'id': 2728, 'hero': 'https://pe.tedcdn.com/images/ted/cb2a82558d31158734d32afe88cd25226332a966_2880x1620.jpg', 'speaker': 'Ari Wallach', 'title': '3 ways to plan for the (very) long term', 'duration': 822, 'slug': 'ari_wallach_3_ways_to_plan_for_the_very_long_term', 'viewed_count': 1593198}]",Wellness specialist,"['communication', 'global issues', 'politics']","Take ""the Other"" to lunch","https://www.ted.com/talks/elizabeth_lesser_take_the_other_to_lunch +","This room may appear to be holding 600 people, but there's actually so many more, because in each one of us there is a multitude of personalities. I have two primary personalities that have been in conflict and conversation within me since I was a little girl. I call them ""the mystic"" and ""the warrior."" I was born into a family of politically active, intellectual atheists. There was this equation in my family that went something like this: if you are intelligent, you therefore are not spiritual. I was the freak of the family. I was this weird little kid who wanted to have deep talks about the worlds that might exist beyond the ones that we perceive with our senses. I wanted to know if what we human beings see and hear and think is a full and accurate picture of reality. So, looking for answers, I went to Catholic mass. I tagged along with my neighbors. I read Sartre and Socrates. And then a wonderful thing happened when I was in high school: Gurus from the East started washing up on the shores of America. And I said to myself, ""I wanna get me one of them.""And ever since, I've been walking the mystic path, trying to peer beyond what Albert Einstein called ""the optical delusion of everyday consciousness."" So what did he mean by this? I'll show you. Take a breath right now of this clear air in this room. Now, see this strange, underwater, coral reef-looking thing? It's actually a person's trachea, and those colored globs are microbes that are actually swimming around in this room right now, all around us. If we're blind to this simple biology, imagine what we're missing at the smallest subatomic level right now and at the grandest cosmic levels. My years as a mystic have made me question almost all my assumptions. They've made me a proud I-don't-know-it-all.Now when the mystic part of me jabbers on and on like this, the warrior rolls her eyes. She's concerned about what's happening in this world right now. She's worried. She says, ""Excuse me, I'm pissed off, and I know a few things, and we better get busy about them right now."" I've spent my life as a warrior, working for women's issues, working on political campaigns, being an activist for the environment. And it can be sort of crazy-making, housing both the mystic and the warrior in one body. I've always been attracted to those rare people who pull that off, who devote their lives to humanity with the grit of the warrior and the grace of the mystic \u2014 people like Martin Luther King, Jr., who wrote, ""I can never be what I ought to be until you are what you ought to be. This,"" he wrote, ""is the interrelated structure of reality."" Then Mother Teresa, another mystic warrior, who said, ""The problem with the world is that we draw the circle of our family too small."" And Nelson Mandela, who lives by the African concept of ""ubuntu,"" which means ""I need you in order to be me, and you need me in order to be you."" Now we all love to trot out these three mystic warriors as if they were born with the saint gene. But we all actually have the same capacity that they do, and we need to do their work now.I'm deeply disturbed by the ways in which all of our cultures are demonizing ""the Other"" by the voice we're giving to the most divisive among us. Listen to these titles of some of the bestselling books from both sides of the political divide here in the U.S. ""Liberalism Is a Mental Disorder,"" ""Rush Limbaugh Is a Big Fat Idiot,"" ""Pinheads and Patriots,"" ""Arguing With Idiots."" They're supposedly tongue-in-cheek, but they're actually dangerous. Now here's a title that may sound familiar, but whose author may surprise you: ""Four-and-a-Half-Years of Struggle Against Lies, Stupidity and Cowardice."" Who wrote that? That was Adolf Hitler's first title for ""Mein Kampf"" \u2014 ""My Struggle"" \u2014 the book that launched the Nazi party. The worst eras in human history, whether in Cambodia or Germany or Rwanda, they start like this, with negative other-izing. And then they morph into violent extremism.This is why I'm launching a new initiative. And it's to help all of us, myself included, to counteract the tendency to ""otherize."" And I realize we're all busy people, so don't worry, you can do this on a lunch break. I'm calling my initiative, ""Take the Other to Lunch."" If you are a Republican, you can take a Democrat to lunch, or if you're a Democrat, think of it as taking a Republican to lunch. Now if the idea of taking any of these people to lunch makes you lose your appetite, I suggest you start more local, because there is no shortage of the Other right in your own neighborhood. Maybe that person who worships at the mosque, or the church or the synagogue, down the street. Or someone from the other side of the abortion conflict. Or maybe your brother-in-law who doesn't believe in global warming. Anyone whose lifestyle may frighten you, or whose point of view makes smoke come out of your ears.A couple of weeks ago, I took a Conservative Tea Party woman to lunch. Now on paper, she passed my smoking ears test. She's an activist from the Right, and I'm an activist from the Left. And we used some guidelines to keep our conversation elevated, and you can use them too, because I know you're all going to take an Other to lunch. So first of all, decide on a goal: to get to know one person from a group you may have negatively stereotyped. And then, before you get together, agree on some ground rules. My Tea Party lunchmate and I came up with these: don't persuade, defend or interrupt. Be curious; be conversational; be real. And listen.From there, we dove in. And we used these questions: Share some of your life experiences with me. What issues deeply concern you? And what have you always wanted to ask someone from the other side? My lunch partner and I came away with some really important insights, and I'm going to share just one with you. I think it has relevance to any problem between people anywhere. I asked her why her side makes such outrageous allegations and lies about my side. ""What?"" she wanted to know. ""Like we're a bunch of elitist, morally-corrupt terrorist-lovers."" Well, she was shocked. She thought my side beat up on her side way more often, that we called them brainless, gun-toting racists, and we both marveled at the labels that fit none of the people we actually know. And since we had established some trust, we believed in each other's sincerity.We agreed we'd speak up in our own communities when we witnessed the kind of ""otherizing"" talk that can wound and fester into paranoia and then be used by those on the fringes to incite. By the end of our lunch, we acknowledged each other's openness. Neither of us had tried to change the other. But we also hadn't pretended that our differences were just going to melt away after a lunch. Instead, we had taken first steps together, past our knee-jerk reactions, to the ubuntu place, which is the only place where solutions to our most intractable-seeming problems will be found.Who should you invite to lunch? Next time you catch yourself in the act of otherizing, that will be your clue. And what might happen at your lunch? Will the heavens open and ""We Are the World"" play over the restaurant sound system? Probably not. Because ubuntu work is slow, and it's difficult. It's two people dropping the pretense of being know-it-alls. It's two people, two warriors, dropping their weapons and reaching toward each other. Here's how the great Persian poet Rumi put it: ""Out beyond ideas of wrong-doing and right-doing, there is a field. I'll meet you there.""(Applause)" +672797,68,"Storyteller Carmen Agra Deedy spins a funny, wise and luminous tale of parents and kids, starring her Cuban mother. Settle in and enjoy the ride -- Mama's driving!",1414,TED2005,1107302400,23,Carmen Agra Deedy,"Carmen Agra Deedy: Once upon a time, my mother ...",1,1221181200,"[{'id': 25, 'name': 'OK', 'count': 84}, {'id': 7, 'name': 'Funny', 'count': 481}, {'id': 23, 'name': 'Jaw-dropping', 'count': 35}, {'id': 2, 'name': 'Confusing', 'count': 24}, {'id': 21, 'name': 'Unconvincing', 'count': 26}, {'id': 1, 'name': 'Beautiful', 'count': 273}, {'id': 3, 'name': 'Courageous', 'count': 31}, {'id': 11, 'name': 'Longwinded', 'count': 61}, {'id': 26, 'name': 'Obnoxious', 'count': 71}, {'id': 10, 'name': 'Inspiring', 'count': 130}, {'id': 22, 'name': 'Fascinating', 'count': 90}, {'id': 24, 'name': 'Persuasive', 'count': 15}, {'id': 9, 'name': 'Ingenious', 'count': 63}, {'id': 8, 'name': 'Informative', 'count': 8}]","[{'id': 60, 'hero': 'https://pe.tedcdn.com/images/ted/b538bc5fb569cc2a617db5ddc1e42935bceb00c6_2880x1620.jpg', 'speaker': 'Anna Deavere Smith', 'title': 'Four American characters', 'duration': 1385, 'slug': 'anna_deavere_smith_s_american_character', 'viewed_count': 978831}, {'id': 26, 'hero': 'https://pe.tedcdn.com/images/ted/387_480x360.jpg', 'speaker': 'Rives', 'title': 'If I controlled the Internet', 'duration': 247, 'slug': 'rives_controls_the_internet', 'viewed_count': 1813673}, {'id': 86, 'hero': 'https://pe.tedcdn.com/images/ted/f39ff6dad742cc3f35c4ad0f77573cdf6cd0fda3_1600x1200.jpg', 'speaker': 'Julia Sweeney', 'title': 'Letting go of God', 'duration': 992, 'slug': 'julia_sweeney_on_letting_go_of_god', 'viewed_count': 3769998}, {'id': 2291, 'hero': 'https://pe.tedcdn.com/images/ted/8a1523f43703309c29b372a29981afc7c5f2977b_2880x1620.jpg', 'speaker': 'Chris Urmson', 'title': 'How a driverless car sees the road', 'duration': 929, 'slug': 'chris_urmson_how_a_driverless_car_sees_the_road', 'viewed_count': 2042867}, {'id': 30, 'hero': 'https://pe.tedcdn.com/images/ted/21_480x360.jpg', 'speaker': 'Steven Levitt', 'title': 'Surprising stats about child carseats', 'duration': 1138, 'slug': 'steven_levitt_on_child_carseats', 'viewed_count': 749953}, {'id': 294, 'hero': 'https://pe.tedcdn.com/images/ted/b7cf56ac575eb97c27bd4ced0e6b5dc2373d3fb6_2880x1620.jpg', 'speaker': 'Chris Abani', 'title': 'On humanity', 'duration': 974, 'slug': 'chris_abani_muses_on_humanity', 'viewed_count': 843859}]",Storyteller,"['children', 'entertainment', 'memory', 'storytelling']","Once upon a time, my mother ...","https://www.ted.com/talks/carmen_agra_deedy_spins_stories +","When I knew I was going to come to speak to you, I thought, ""I gotta call my mother."" I have a little Cuban mother \u2014 she's about that big. Four feet. Nothing larger than the sum of her figurative parts. You still with me? (Laughter) I called her up. ""Hello, how're you doing, baby?"" ""Hey, ma, I got to talk to you."" ""You're talking to me already. What's the matter?"" I said, ""I've got to talk to a bunch of nice people."" ""You're always talking to nice people, except when you went to the White House."" ""Ma, don't start!"" And I told her I was coming to TED, and she said, ""What's the problem?"" And I said, ""Well, I'm not sure."" I said, ""I have to talk to them about stories. It's 'Technology, Entertainment and Design.'"" And she said, ""Well, you design a story when you make it up, it's entertainment when you tell it, and you're going to use a microphone."" (Laughter) I said, ""You're a peach, ma. Pop there?"" ""What's the matter? The pearls of wisdom leaping from my lips like lemmings is no good for you?"" (Laughter) Then my pop got on there. My pop, he's one of the old souls, you know \u2014 old Cuban man from Camaguey. Camaguey is a province in Cuba. He's from Florida. He was born there in 1924. He grew up in a bohio of dirt floors, and the structure was the kind used by the Tainos, our old Arawak ancestors. My father is at once quick-witted, wickedly funny, and then poignancy turns on a dime and leaves you breathless. ""Papi, help."" ""I already heard your mother. I think she's right."" (Laughter) ""After what I just told you?"" My whole life, my father's been there. So we talked for a few minutes, and he said, ""Why don't you tell them what you believe?"" I love that, but we don't have the time. Good storytelling is crafting a story that someone wants to listen to. Great story is the art of letting go. So I'm going to tell you a little story. Remember, this tradition comes to us not from the mists of Avalon, back in time, but further still, before we were scratching out these stories on papyrus, or we were doing the pictographs on walls in moist, damp caves. Back then, we had an urge, a need, to tell the story. When Lexus wants to sell you a car, they're telling you a story. Have you been watching the commercials? Because every one of us has this desire, for once \u2014 just once \u2014 to tell our story and have it heard. There are stories you tell from stages. There's stories that you may tell in a small group of people with some good wine. And there's stories you tell late at night to a friend, maybe once in your life. And then there are stories that we whisper into a Stygian darkness. I'm not telling you that story. I'm telling you this one. It's called, ""You're Going to Miss Me."" It's about human connection. My Cuban mother, which I just briefly introduced you to in that short character sketch, came to the United States one thousand years ago. I was born in 19 \u2014 I forget, and I came to this country with them in the aftermath of the Cuban revolution. We went from Havana, Cuba to Decatur, Georgia. And Decatur, Georgia's a small Southern town. And in that little Southern town, I grew up, and grew up hearing these stories. But this story only happened a few years ago. I called my mom. It was a Saturday morning. And I was calling about how to make ajiaco. It's a Cuban meal. It's delicious. It's savory. It makes spit froth in the little corners of your mouth \u2014 is that enough? It makes your armpits juicy, you know? That kind of food, yeah. This is the sensory part of the program, people. I called my mother, and she said, ""Carmen, I need you to come, please. I need to go to the mall, and you know your father now, he takes a nap in the afternoon, and I got to go. I got an errand to run."" Let me parenthetically pause here and tell you \u2014 Esther, my mother, had stopped driving several years ago, to the collective relief of the entire city of Atlanta. Any vehicular outing with that woman from the time I was a young child, guys, naturally included flashing, blue lights. But she'd become adept at dodging the boys in blue, and when she did meet them, oh, she had wonderful, well, rapport. ""Ma'am, did you know that was a light you just ran?"" (Spanish) ""You don't speak English?"" ""No."" (Laughter) But eventually, every dog has its day, and she ended up in traffic court, where she bartered with the judge for a discount. There's a historical marker. But now she was a septuagenarian, she'd stopped driving. And that meant that everyone in the family had to sign up to take her to have her hair dyed, you know, that peculiar color of blue that matches her polyester pants suit, you know, same color as the Buick. Anybody? All right. Little picks on the legs, where she does her needlepoint, and leaves little loops. Rockports \u2014 they're for this. That's why they call them that. (Laughter) This is her ensemble. And this is the woman that wants me to come on a Saturday morning when I have a lot to do, but it doesn't take long because Cuban guilt is a weighty thing. I'm not going political on you but ... And so, I go to my mother's. I show up. She's in the carport. Of course, they have a carport. The kind with the corrugated roof, you know. The Buick's parked outside, and she's jingling, jangling a pair of keys. ""I got a surprise for you, baby!"" ""We taking your car?"" ""Not we, I."" And she reaches into her pocket and pulls out a catastrophe. Somebody's storytelling. Interactive art. You can talk to me. Oh, a driver's license, a perfectly valid driver's license. Issued, evidently, by the DMV in her own county of Gwinnett. Blithering fucking idiots. (Laughter) I said, ""Is that thing real?"" ""I think so."" ""Can you even see?"" ""I guess I must."" ""Oh, Jesus."" She gets into the car \u2014 she's sitting on two phone books. I can't even make this part up because she's that tiny. She's engineered an umbrella so she can \u2014 bam! \u2014 slam the door. Her daughter, me, the village idiot with the ice cream cone in the middle of her forehead, is still standing there, slack-jawed. ""You coming? You no coming?"" ""Oh, my God."" I said, ""OK, fine. Does pop know you're driving?"" ""Are you kidding me?"" ""How are you doing it?"" ""He's got to sleep sometime."" And so we left my father fast asleep, because I knew he'd kill me if I let her go by herself, and we get in the car. Puts it in reverse. Fifty-five out of the driveway, in reverse. I am buckling in seatbelts from the front. I'm yanking them in from the back. I'm doing double knots. I mean, I've got a mouth as dry as the Kalahari Desert. I've got a white-knuckle grip on the door. You know what I'm talking about? And she's whistling, and finally I do the kind of birth breathing \u2014 you know, that one? Only a couple of women are going uh-huh, uh-huh, uh-huh. Right. And I said, ""Ma, would you slow down?"" Because now she's picked up the Highway 285, the perimeter around Atlanta, which encompasses now \u2014 there's seven lanes, she's on all of them, y'all. I said, ""Ma, pick a lane!"" ""They give you seven lanes, they expect you to use them."" And there she goes, right. I don't believe for a minute she has been out and not been stopped. So, I think, hey, we can talk. It'll be a diversion. It'll help my breathing. It'll do something for my pulse, maybe. ""Mommy, I know you have been stopped."" ""No, no, what you talking about?"" ""You have a license. How long have you been driving?"" ""Four or five days."" ""Yeah. And you haven't been stopped?"" ""I did not get a ticket."" I said, ""Yeah, yeah, yeah, yeah, but come on, come on, come on."" ""OK, so I stopped at a light and there's a guy, you know, in the back."" ""Would this guy have, like, a blue uniform and a terrified look on his face?"" ""You weren't there, don't start."" ""Come on. You got a ticket?"" ""No."" She explained, ""The man"" \u2014 I have to tell you as she did, because it loses something if I don't, you know \u2014 ""he come to the window, and he does a thing like this, which tells me he's pretty old, you know. So I look up and I'm thinking, maybe he's still going to think I'm kind of cute."" ""Ma, are you still doing that?"" ""If it works, it works, baby. So, I say, 'Perdon, yo no hablo ingles.' Well, wouldn't you know, he had been in Honduras for the Peace Corps."" (Laughter) So he's talking to her, and at some point she says, ""Then, you know, it was it. That was it. It was done."" ""Yeah? What? He gave you a ticket? He didn't give you a ticket? What?"" ""No, I look up, and the light, she change."" (Laughter) You should be terrified. Now, I don't know if she's toying with me, kind of like a cat batting back a mouse, batting back a mouse \u2014 left paw, right paw, left paw, right paw \u2014 but by now, we've reached the mall. Now, you have all been at a mall during the holidays, yes? Talk to me. Yes. Yes. You can say yes. Audience: Yes. Carmen Agra Deedy: All right, then you know that you have now entered parking lot purgatory, praying to that saint of perpetual availability that as you join that serpentine line of cars crawling along, some guy's going to turn on the brake lights just as you pull up behind him. But that doesn't happen most of the time, right? So, first I say, ""Ma, why are we here?"" ""You mean, like, in the car?"" ""No, don't \u2014 why are we here today? It's Saturday. It's the holidays."" ""Because I have to exchange your father's underwear."" Now, see, this is the kind of Machiavellian thinking, that you really have to \u2014 you know, in my mind, it's a rabbit's warren, this woman's mind. Do I want to walk in, because unless I have Ariadne's thread to anchor \u2014 enough metaphors for you? \u2014 somewhere, I may not get out. But you know. (Laughter) ""Why do we have to take pop's underwear back now? And why? What is wrong with his underwear?"" ""It will upset you."" ""It won't upset me. Why? What? Is something wrong with him?"" ""No, no, no. The only thing with him is, he's an idiot. I sent him to the store, which was my first mistake, and he went to buy underwear, and he bought the grippers, and he's supposed to buy the boxers."" ""Why?"" ""I read it on the Intersnet. You cannot have children."" ""Oh, my God!"" (Laughter) Olivia? Huh? Huh? By now, we have now crawled another four feet, and my mother finally says to me, ""I knew it, I knew it. I'm an immigrant. We make a space. What I tell you? Right there."" And she points out the passenger window, and I look out, and three \u2014 three \u2014 aisles down, ""Look, the Chevy."" You want to laugh, but you don't know \u2014 you're that politically corrected, have you noticed? Correct the other direction now, it's OK. ""Look, the Chevy \u2014 he's coming this way."" ""Mama, mama, mama, wait, wait, wait. The Chevy is three aisles away."" She looks at me like I'm her, you know, her moron child, the cretin, the one she's got to speak to very slowly and distinctly. ""I know that, honey. Get out of the car and go stand in the parking space till I get there."" OK, I want a vote. Come on, come on. No, no. How many of you once in your \u2014 you were a kid, you were an adult \u2014 you stood in a parking space to hold it for someone? See, we're a secret club with a secret handshake. (Laughter) And years of therapy later, we're doing great. We're doing great. We're doing fine. Well, I stood up to her. This is \u2014 you know, you'd think by now I'm \u2014 and still holding? I said, ""No way, ma, you have embarrassed me my entire life."" Of course, her comeback is, ""When have I embarrassed you?"" (Spanish) And she's still talking while she puts the car in park, hits the emergency brake, opens the door, and with a spryness astounding in a woman her age, she jumps out of the car, knocks out the phone books, and then she walks around \u2014 she's carrying her cheap Kmart purse with her \u2014 around the front of the car. She has amazing land speed for a woman her age, too. Before I know it, she has skiddled across the parking lot and in between the cars, and people behind me, with that kind of usual religious charity that the holidays bring us, wah-wah wah-wah. ""I'm coming."" Italian hand signals follow. I scoot over. I close the door. I leave the phone books. This is new and fast, just so you \u2014 are you still with us? We'll wait for the slow ones. OK. I start, and this is where a child says to me \u2014 and the story doesn't work if I tell you about her before, because this is my laconic child. A brevity, brevity of everything with this child. You know, she eats small portions. Language is something to be meted out in small phonemes, you know \u2014 just little hmm, hmm-hmm. She carries a mean spiral notebook and a pen. She wields great power. She listens, because that's what people who tell stories do first. But she pauses occasionally and says, ""How do you spell that? What year? OK."" When she writes the expose in about 20 years, don't believe a word of it. But this is my daughter, Lauren, my remarkable daughter, my borderline Asperger's kid. Bless you, Dr. Watson. She says, ""Ma, you got to look!"" Now, when this kid says I got to look, you know. But it isn't like I haven't seen this crime scene before. I grew up with this woman. I said, ""Lauren, you know what, give me a play-by-play. I can't."" ""No, mama, you got to look."" I got to look. You got to look. Don't you want to look? There she is. I look in bewildered awe: she's standing, those Rockports slightly apart, but grounded. She's holding out that cheap Kmart purse, and she is wielding it. She's holding back tons of steel with the sheer force of her little personality, in that crone-ish voice, saying things like, ""Back it up, buddy! No, it's reserved!"" (Laughter) Ready? Brace yourselves. Here it comes. ""No, my daughter, she's coming in the Buick. Honey, sit up so they can see you."" Oh, Jesus. Oh, Jesus. I finally come \u2014 and now, it's the South. I don't know what part of the country you live in. I think we all secretly love stories. We all secretly want our blankie and our Boo Bear. We want to curl up and say, ""Tell it to me, tell it to me. Come on, honey, tell it to me."" But in the South, we love a good story. People have pulled aside, I mean, they've come out of that queue line, they have popped their trunks, pulled out lawn chairs and cool drinks. Bets are placed. ""I'm with the little lady. Damn!"" (Laughter) And she's bringing me in with a slight salsa movement. She is, after all, Cuban. I'm thinking, ""Accelerator, break. Accelerator, break."" Like you've never thought that in your life? Right? Yeah. I pull in. I put the car in park. Engine's still running \u2014 mine, not the car. I jump out next to her going, ""Don't you move!"" ""I'm not going anywhere."" She's got front seat in a Greek tragedy. I come out, and there's Esther. She's hugging the purse. ""Que?"" Which means ""what,"" and so much more. (Laughter) ""Ma, have you no shame? People are watching us all around,"" right? Now, some of them you've got to make up, people. Secret of the trade. Guess what? Some of these stories I sculpt a little, here and there. Some, they're just right there, right there. Put them right there. She says this to me. After I say \u2014 let me refresh you \u2014 ""have you no shame?"" ""No. I gave it up with pantyhose \u2014 they're both too binding."" (Laughter) (Applause) Yeah, you can clap, but then you're about 30 seconds from the end. I'm about to snap like a brittle twig, when suddenly someone taps me on the shoulder. Intrepid soul. I'm thinking, ""This is my kid. How dare she? She jumped out of that car."" That's OK, because my mother yells at me, I yell at her. It's a beautiful hierarchy, and it works. (Laughter) I turn around, but it's not a child. It's a young woman, a little taller than I, pale green, amused eyes. With her is a young man \u2014 husband, brother, lover, it's not my job. And she says, ""Pardon me, ma'am"" \u2014 that's how we talk down there \u2014 ""is that your mother?"" I said, ""No, I follow little old women around parking lots to see if they'll stop. Yes, it's my mother!"" The boy, now, he says. ""Well, what my sister meant"" \u2014 they look at each other, it's a knowing glance \u2014 ""God, she's crazy!"" I said, (Spanish), and the young girl and the young boy say, ""No, no, honey, we just want to know one more thing."" I said, ""Look, please, let me take care of her, OK, because I know her, and believe me, she's like a small atomic weapon, you know, you just want to handle her really gingerly."" And the girl goes, ""I know, but, I mean, I swear to God, she reminds us of our mother."" I almost miss it. He turns to her on the heel of his shoe. It's a half-whisper, ""God, I miss her."" They turn then, shoulder to shoulder, and walk away, lost in their own reverie. Memories of some maddening woman who was the luck of their DNA draw. And I turn to Esther, who's rocking on those 'ports, and says, ""You know what, honey?"" ""What, ma?"" ""I'm going to drive you crazy probably for about 14, 15 more years, if you're lucky, but after that, honey, you're going to miss me."" (Applause)" +1059278,120,"Pearl Arredondo grew up in East Los Angeles, the daughter of a high-ranking gang member who was in and out of jail. Many teachers wrote her off as having a problem with authority. Now a teacher herself, she's creating a different kind of school and telling students her story so that they know it's okay if sometimes homework isn't the first thing on their minds.",483,TED Talks Education,1367884800,31,Pearl Arredondo,"Pearl Arredondo: My story, from gangland daughter to star teacher",1,1368025500,"[{'id': 3, 'name': 'Courageous', 'count': 164}, {'id': 10, 'name': 'Inspiring', 'count': 289}, {'id': 1, 'name': 'Beautiful', 'count': 76}, {'id': 23, 'name': 'Jaw-dropping', 'count': 6}, {'id': 22, 'name': 'Fascinating', 'count': 49}, {'id': 24, 'name': 'Persuasive', 'count': 59}, {'id': 8, 'name': 'Informative', 'count': 40}, {'id': 25, 'name': 'OK', 'count': 39}, {'id': 21, 'name': 'Unconvincing', 'count': 24}, {'id': 2, 'name': 'Confusing', 'count': 3}, {'id': 9, 'name': 'Ingenious', 'count': 8}, {'id': 26, 'name': 'Obnoxious', 'count': 16}, {'id': 7, 'name': 'Funny', 'count': 7}, {'id': 11, 'name': 'Longwinded', 'count': 5}]","[{'id': 1530, 'hero': 'https://pe.tedcdn.com/images/ted/fd6309932ac9d2a89383598e80ec6eff08d88dce_2880x1620.jpg', 'speaker': 'Stephen Ritz', 'title': 'A teacher growing green in the South Bronx', 'duration': 839, 'slug': 'stephen_ritz_a_teacher_growing_green_in_the_south_bronx', 'viewed_count': 1112971}, {'id': 1685, 'hero': 'https://pe.tedcdn.com/images/ted/b72c269c345b9158bca1b58e89cfa21fdd1a4542_2880x1620.jpg', 'speaker': 'Ron Finley', 'title': 'A guerilla gardener in South Central LA', 'duration': 645, 'slug': 'ron_finley_a_guerilla_gardener_in_south_central_la', 'viewed_count': 3005690}, {'id': 1655, 'hero': 'https://pe.tedcdn.com/images/ted/811cd11327696f4b8a124e4b75fa9aa780a20248_1600x1200.jpg', 'speaker': 'Tyler DeWitt', 'title': 'Hey science teachers -- make it fun', 'duration': 680, 'slug': 'tyler_dewitt_hey_science_teachers_make_it_fun', 'viewed_count': 1489442}, {'id': 2775, 'hero': 'https://pe.tedcdn.com/images/ted/74d96d8e697a639b075e2fb5fe68d53a9718ef86_2880x1620.jpg', 'speaker': 'Karim Abouelnaga', 'title': 'A summer school kids actually want to attend', 'duration': 425, 'slug': 'karim_abouelnaga_a_summer_school_kids_actually_want_to_attend', 'viewed_count': 973003}, {'id': 2526, 'hero': 'https://pe.tedcdn.com/images/ted/98a1ffddecbd2f9e08fbf79f226d6e9bda00371e_2880x1620.jpg', 'speaker': 'Seema Bansal', 'title': 'How to fix a broken education system ... without any more money', 'duration': 868, 'slug': 'seema_bansal_how_to_fix_a_broken_education_system_without_any_more_money', 'viewed_count': 1246166}, {'id': 2276, 'hero': 'https://pe.tedcdn.com/images/ted/3821f3728e0b755c7b9aea2e69cc093eca41abe1_2880x1620.jpg', 'speaker': 'Linda Cliatt-Wayman', 'title': 'How to fix a broken school? Lead fearlessly, love hard', 'duration': 1027, 'slug': 'linda_cliatt_wayman_how_to_fix_a_broken_school_lead_fearlessly_love_hard', 'viewed_count': 1617222}]",Teacher,"['children', 'education', 'teaching']","My story, from gangland daughter to star teacher","https://www.ted.com/talks/pearl_arredondo_my_story_from_gangland_daughter_to_star_teacher +","So I grew up in East Los Angeles, not even realizing I was poor. My dad was a high-ranking gang member who ran the streets. Everyone knew who I was, so I thought I was a pretty big deal, and I was protected, and even though my dad spent most of my life in and out of jail, I had an amazing mom who was just fiercely independent. She worked at the local high school as a secretary in the dean's office, so she got to see all the kids that got thrown out of class, for whatever reason, who were waiting to be disciplined. Man, her office was packed.So, see, kids like us, we have a lot of things to deal with outside of school, and sometimes we're just not ready to focus. But that doesn't mean that we can't. It just takes a little bit more. Like, I remember one day I found my dad convulsing, foaming at the mouth, OD-ing on the bathroom floor. Really, do you think that doing my homework that night was at the top of my priority list? Not so much.But I really needed a support network, a group of people who were going to help me make sure that I wasn't going to be a victim of my own circumstance, that they were going to push me beyond what I even thought I could do. I needed teachers, in the classroom, every day, who were going to say, ""You can move beyond that."" And unfortunately, the local junior high was not going to offer that. It was gang-infested, huge teacher turnover rate.So my mom said, ""You're going on a bus an hour and a half away from where we live every day."" So for the next two years, that's what I did. I took a school bus to the fancy side of town. And eventually, I ended up at a school where there was a mixture. There were some people who were really gang-affiliated, and then there were those of us really trying to make it to high school. Well, trying to stay out of trouble was a little unavoidable. You had to survive. You just had to do things sometimes. So there were a lot of teachers who were like, ""She's never going to make it. She has an issue with authority. She's not going to go anywhere."" Some teachers completely wrote me off as a lost cause.But then, they were very surprised when I graduated from high school. I was accepted to Pepperdine University, and I came back to the same school that I attended to be a special ed assistant.And then I told them, ""I want to be a teacher.""And boy, they were like, ""What? Why? Why would you want to do that?""So I began my teaching career at the exact same middle school that I attended, and I really wanted to try to save more kids who were just like me. And so every year, I share my background with my kids, because they need to know that everyone has a story, everyone has a struggle, and everyone needs help along the way. And I am going to be their help along the way.So as a rookie teacher, I created opportunity. I had a kid one day come into my class having been stabbed the night before.I was like, ""You need to go to a hospital, the school nurse, something.""He's like, ""No, Miss, I'm not going. I need to be in class because I need to graduate."" So he knew that I was not going to let him be a victim of his circumstance, but we were going to push forward and keep moving on. And this idea of creating a safe haven for our kids and getting to know exactly what they're going through, getting to know their families \u2014 I wanted that, but I couldn't do it in a school with 1,600 kids, and teachers turning over year after year after year. How do you get to build those relationships?So we created a new school. And we created the San Fernando Institute for Applied Media. And we made sure that we were still attached to our school district for funding, for support. But with that, we were going to gain freedom: freedom to hire the teachers that we knew were going to be effective; freedom to control the curriculum so that we're not doing lesson 1.2 on page five, no; and freedom to control a budget, to spend money where it matters, not how a district or a state says you have to do it. We wanted those freedoms. But now, shifting an entire paradigm, it hasn't been an easy journey, nor is it even complete. But we had to do it. Our community deserved a new way of doing things.And as the very first pilot middle school in all of Los Angeles Unified School District, you better believe there was some opposition. And it was out of fear \u2014 fear of, well, what if they get it wrong? Yeah, what if we get it wrong? But what if we get it right? And we did. So even though teachers were against it because we employ one-year contracts \u2014 you can't teach, or you don't want to teach, you don't get to be at my school with my kids.(Applause)So in our third year, how did we do it? Well, we're making school worth coming to every day. We make our kids feel like they matter to us. We make our curriculum rigorous and relevant to them, and they use all the technology that they're used to. Laptops, computers, tablets \u2014 you name it, they have it. Animation, software, moviemaking software, they have it all. And because we connect it to what they're doing \u2014 For example, they made public service announcements for the Cancer Society. These were played in the local trolley system. Teaching elements of persuasion, it doesn't get any more real than that. Our state test scores have gone up more than 80 points since we've become our own school.But it's taken all stakeholders, working together \u2014 teachers and principals on one-year contracts, working over and above and beyond their contract hours without compensation. And it takes a school board member who is going to lobby for you and say, ""Know, the district is trying to impose this, but you have the freedom to do otherwise."" And it takes an active parent center who is not only there, showing a presence every day, but who is part of our governance, making decisions for their kids, our kids.Because why should our students have to go so far away from where they live? They deserve a quality school in their neighborhood, a school that they can be proud to say they attend, and a school that the community can be proud of as well, and they need teachers to fight for them every day and empower them to move beyond their circumstances. Because it's time that kids like me stop being the exception, and we become the norm.Thank you.(Applause)" +395769,40,"Nora York gives a stunning performance of her song ""What I Want,"" with Jamie Lawrence (keyboards), Steve Tarshis (guitar) and Arthur Kell (bass).",276,TEDSalon 2006,1166054400,28,Nora York,"Nora York: Singing ""What I Want""",1,1175731860,"[{'id': 1, 'name': 'Beautiful', 'count': 123}, {'id': 3, 'name': 'Courageous', 'count': 22}, {'id': 21, 'name': 'Unconvincing', 'count': 20}, {'id': 9, 'name': 'Ingenious', 'count': 17}, {'id': 10, 'name': 'Inspiring', 'count': 71}, {'id': 8, 'name': 'Informative', 'count': 2}, {'id': 23, 'name': 'Jaw-dropping', 'count': 22}, {'id': 22, 'name': 'Fascinating', 'count': 38}, {'id': 24, 'name': 'Persuasive', 'count': 5}, {'id': 25, 'name': 'OK', 'count': 31}, {'id': 7, 'name': 'Funny', 'count': 11}, {'id': 2, 'name': 'Confusing', 'count': 7}, {'id': 26, 'name': 'Obnoxious', 'count': 13}, {'id': 11, 'name': 'Longwinded', 'count': 3}]","[{'id': 158, 'hero': 'https://pe.tedcdn.com/images/ted/b16a18dadf418183ae3941d28e21f6a68173f2c2_2880x1620.jpg', 'speaker': 'Vusi Mahlasela', 'title': '""Thula Mama""', 'duration': 606, 'slug': 'vusi_mahlasela_sings_thula_mama', 'viewed_count': 531957}, {'id': 110, 'hero': 'https://pe.tedcdn.com/images/ted/3376_480x360.jpg', 'speaker': 'Eddi Reader', 'title': '""Kiteflyer\'s Hill""', 'duration': 378, 'slug': 'eddi_reader_sings_kiteflyer_s_hill', 'viewed_count': 513672}, {'id': 117, 'hero': 'https://pe.tedcdn.com/images/ted/7087_480x360.jpg', 'speaker': 'Natalie MacMaster', 'title': 'Cape Breton fiddling in reel time', 'duration': 311, 'slug': 'natalie_macmaster_fiddles_in_reel_time', 'viewed_count': 717002}, {'id': 241, 'hero': 'https://pe.tedcdn.com/images/ted/36919_480x360.jpg', 'speaker': 'Jakob Trollback', 'title': 'A new kind of music video', 'duration': 240, 'slug': 'jakob_trollback_rethinks_the_music_video', 'viewed_count': 480377}, {'id': 298, 'hero': 'https://pe.tedcdn.com/images/ted/47347_480x360.jpg', 'speaker': 'Raul Midon', 'title': '""Peace on Earth""', 'duration': 559, 'slug': 'raul_midon_plays_everybody_and_peace_on_earth', 'viewed_count': 327540}, {'id': 2770, 'hero': 'https://pe.tedcdn.com/images/ted/ea594390cecc864357ebd75866ab69a68ea141f9_2880x1620.jpg', 'speaker': 'Serena Williams and Gayle King', 'title': 'On tennis, love and motherhood', 'duration': 1108, 'slug': 'serena_williams_gayle_king_on_tennis_love_and_motherhood', 'viewed_count': 1425473}]","Singer, performance artist","['entertainment', 'live music', 'music', 'performance', 'poetry', 'singer']","Singing ""What I Want""","https://www.ted.com/talks/nora_york_sings_what_i_want +","I'd like to begin this song I wrote about ceaseless yearning and never-ending want with a poem of popular Petrarchan paradoxes by Sir Thomas Wyatt the Elder: ""I find no peace, and all my war is done; I fear and hope, I burn and freeze like ice; I fly above the wind, and yet I cannot arise; And naught I have, and all the world I seize upon.""\u266b I want what I can't have, need what I can't want \u266b\u266b Have what I don't have, what I want \u266b\u266b What I can't have, need what I can't want \u266b\u266b Have what I don't have, what I want \u266b\u266b What I can't have, need what I can't want \u266b\u266b Have what I don't have, what I want \u266b\u266b What I can't have, need what I can't want \u266b\u266b Have what I don't have, what I want \u266b\u266b What I can't have, need what I can't want \u266b\u266b Have but I don't have \u266b\u266b It feels like all I got is loss on a bad back \u266b\u266b Gone with the last train, honey don't you fret \u266b\u266b Every cloud has a silver lining \u266b\u266b Just a little rain, just a little rain, just a little rain \u266b\u266b I want what I can't have, need what I can't want \u266b\u266b Have what I don't have, what I want \u266b\u266b What I can't have, need what I can't want \u266b\u266b Have but I don't have \u266b\u266b My mind won't stop, and my heart says go \u266b\u266b Nobody knows how to hold me \u266b\u266b My mind won't stop, and my heart says, \u266b\u266b ""Good things come to those who wait"" \u266b\u266b And I can't stand in ... \u266b\u266b I can't stand in line forever \u266b\u266b Stand the cold air \u266b\u266b Glad-handed \u266b\u266b Sick and tired of the ""Later, maybe"" \u266b\u266b Take it, fake it, take it, take-it-or-leave-it life \u266b\u266b And I gotta just tame it \u266b\u266b I gotta just name it \u266b\u266b I gotta just seize, so please, oh please, oh please, oh please \u266b\u266b Oh please me right, 'cause \u266b\u266b My mind won't stop \u266b\u266b And my heart says go \u266b\u266b Nobody knows how to hold me \u266b\u266b My mind won't stop \u2014 and my heart says go-ooooo ... \u266b\u266b Good things must be here \u2014 yes, right here \u266b\u266b Here, right here, right here \u266b\u266b I won't live this life forever \u266b\u266b One time round is all the offer is \u266b\u266b Sick and tired of the ""Later, maybe"" \u266b\u266b Take it, fake it, make it, leave it life \u266b\u266b And I gotta just name it, I gotta just claim it \u266b\u266b I gotta just seize \u266b\u266b Oh please, oh please, oh please me right \u266b\u266b I want what I can't have, need what I can't want \u266b\u266b Have what I don't have, what I want \u266b\u266b What I can't have, need what I can't want \u266b\u266b Have but I don't have \u2014 you know that \u266b\u266b My mind won't stop, and my heart says go \u266b\u266b Nobody knows how to hold me, no \u266b\u266b My mind won't stop, and my heart says go \u266b\u266b 'Cause I want what I can't have, need what I can't want \u266b\u266b Have but I \u2014 have what I want \u266b\u266b What I can't have, need what I can't want \u266b\u266b What I can't have, need what I can't want \u266b\u266b Have but I don't have, what I want \u266b\u266b What I can't have, need what I can't want \u266b\u266b Have what I don't have, what I want \u266b\u266b What I can't have, need what I can't want \u266b\u266b Have but I don't have, what I want \u266b\u266b What I can't have, need what I can't want \u266b\u266b Have but I don't have what I want \u266b(Applause)" +2102608,354,"Economist Andrew McAfee suggests that, yes, probably, droids will take our jobs -- or at least the kinds of jobs we know now. In this far-seeing talk, he thinks through what future jobs might look like, and how to educate coming generations to hold them.",855,TED2013,1362009600,31,Andrew McAfee,Andrew McAfee: What will future jobs look like?,1,1370881313,"[{'id': 8, 'name': 'Informative', 'count': 462}, {'id': 25, 'name': 'OK', 'count': 112}, {'id': 21, 'name': 'Unconvincing', 'count': 85}, {'id': 9, 'name': 'Ingenious', 'count': 61}, {'id': 22, 'name': 'Fascinating', 'count': 218}, {'id': 24, 'name': 'Persuasive', 'count': 252}, {'id': 10, 'name': 'Inspiring', 'count': 201}, {'id': 3, 'name': 'Courageous', 'count': 63}, {'id': 26, 'name': 'Obnoxious', 'count': 20}, {'id': 2, 'name': 'Confusing', 'count': 20}, {'id': 7, 'name': 'Funny', 'count': 10}, {'id': 11, 'name': 'Longwinded', 'count': 11}, {'id': 1, 'name': 'Beautiful', 'count': 27}, {'id': 23, 'name': 'Jaw-dropping', 'count': 39}]","[{'id': 1574, 'hero': 'https://pe.tedcdn.com/images/ted/a2f5350e007ffd71452aea058f9ae26fe59a6245_1600x1200.jpg', 'speaker': 'Andrew McAfee', 'title': 'Are droids taking our jobs?', 'duration': 847, 'slug': 'andrew_mcafee_are_droids_taking_our_jobs', 'viewed_count': 956325}, {'id': 1720, 'hero': 'https://pe.tedcdn.com/images/ted/094c87f7169c6cdc93e827944f7c2a018575a9e6_2880x1620.jpg', 'speaker': 'Erik Brynjolfsson', 'title': 'The key to growth? Race with the machines', 'duration': 716, 'slug': 'erik_brynjolfsson_the_key_to_growth_race_em_with_em_the_machines', 'viewed_count': 1200140}, {'id': 1719, 'hero': 'https://pe.tedcdn.com/images/ted/d3c61d5d15ff624e36538c42f34b80a0c36d6ff7_1600x1200.jpg', 'speaker': 'Robert Gordon', 'title': 'The death of innovation, the end of growth', 'duration': 734, 'slug': 'robert_gordon_the_death_of_innovation_the_end_of_growth', 'viewed_count': 1091989}, {'id': 2655, 'hero': 'https://pe.tedcdn.com/images/ted/c64c1a4ded82580aa4f44cbe13ca34955e16e4a5_2880x1620.jpg', 'speaker': 'David Autor', 'title': 'Will automation take away all our jobs?', 'duration': 1117, 'slug': 'david_autor_why_are_there_still_so_many_jobs', 'viewed_count': 1232317}, {'id': 2144, 'hero': 'https://pe.tedcdn.com/images/ted/2093c777359b23b70c1e30a2a63490ee9bdc46ce_2880x1620.jpg', 'speaker': 'Rainer Strack', 'title': 'The workforce crisis of 2030 -- and how to start solving it now', 'duration': 767, 'slug': 'rainer_strack_the_surprising_workforce_crisis_of_2030_and_how_to_start_solving_it_now', 'viewed_count': 1568850}, {'id': 1791, 'hero': 'https://pe.tedcdn.com/images/ted/fec904a142c611df903d9d3d0ecd6cd4755dadfc_1600x1200.jpg', 'speaker': 'Chrystia Freeland', 'title': 'The rise of the new global super-rich', 'duration': 924, 'slug': 'chrystia_freeland_the_rise_of_the_new_global_super_rich', 'viewed_count': 1909637}]",Management theorist,"['economics', 'robots', 'work']",What will future jobs look like?,"https://www.ted.com/talks/andrew_mcafee_what_will_future_jobs_look_like +","The writer George Eliot cautioned us that, among all forms of mistake, prophesy is the most gratuitous. The person that we would all acknowledge as her 20th-century counterpart, Yogi Berra, agreed. He said, ""It's tough to make predictions, especially about the future.""I'm going to ignore their cautions and make one very specific forecast. In the world that we are creating very quickly, we're going to see more and more things that look like science fiction, and fewer and fewer things that look like jobs. Our cars are very quickly going to start driving themselves, which means we're going to need fewer truck drivers. We're going to hook Siri up to Watson and use that to automate a lot of the work that's currently done by customer service reps and troubleshooters and diagnosers, and we're already taking R2D2, painting him orange, and putting him to work carrying shelves around warehouses, which means we need a lot fewer people to be walking up and down those aisles.Now, for about 200 years, people have been saying exactly what I'm telling you \u2014 the age of technological unemployment is at hand \u2014 starting with the Luddites smashing looms in Britain just about two centuries ago, and they have been wrong. Our economies in the developed world have coasted along on something pretty close to full employment.Which brings up a critical question: Why is this time different, if it really is? The reason it's different is that, just in the past few years, our machines have started demonstrating skills they have never, ever had before: understanding, speaking, hearing, seeing, answering, writing, and they're still acquiring new skills. For example, mobile humanoid robots are still incredibly primitive, but the research arm of the Defense Department just launched a competition to have them do things like this, and if the track record is any guide, this competition is going to be successful. So when I look around, I think the day is not too far off at all when we're going to have androids doing a lot of the work that we are doing right now. And we're creating a world where there is going to be more and more technology and fewer and fewer jobs. It's a world that Erik Brynjolfsson and I are calling ""the new machine age.""The thing to keep in mind is that this is absolutely great news. This is the best economic news on the planet these days. Not that there's a lot of competition, right? This is the best economic news we have these days for two main reasons. The first is, technological progress is what allows us to continue this amazing recent run that we're on where output goes up over time, while at the same time, prices go down, and volume and quality just continue to explode. Now, some people look at this and talk about shallow materialism, but that's absolutely the wrong way to look at it. This is abundance, which is exactly what we want our economic system to provide. The second reason that the new machine age is such great news is that, once the androids start doing jobs, we don't have to do them anymore, and we get freed up from drudgery and toil.Now, when I talk about this with my friends in Cambridge and Silicon Valley, they say, ""Fantastic. No more drudgery, no more toil. This gives us the chance to imagine an entirely different kind of society, a society where the creators and the discoverers and the performers and the innovators come together with their patrons and their financiers to talk about issues, entertain, enlighten, provoke each other."" It's a society really, that looks a lot like the TED Conference. And there's actually a huge amount of truth here. We are seeing an amazing flourishing taking place. In a world where it is just about as easy to generate an object as it is to print a document, we have amazing new possibilities. The people who used to be craftsmen and hobbyists are now makers, and they're responsible for massive amounts of innovation. And artists who were formerly constrained can now do things that were never, ever possible for them before. So this is a time of great flourishing, and the more I look around, the more convinced I become that this quote, from the physicist Freeman Dyson, is not hyperbole at all. This is just a plain statement of the facts. We are in the middle of an astonishing period.[""Technology is a gift of God. After the gift of life it is perhaps the greatest of God's gifts. It is the mother of civilizations, of arts and of sciences."" \u2014 Freeman Dyson]Which brings up another great question: What could possibly go wrong in this new machine age? Right? Great, hang up, flourish, go home. We're going to face two really thorny sets of challenges as we head deeper into the future that we're creating.The first are economic, and they're really nicely summarized in an apocryphal story about a back-and-forth between Henry Ford II and Walter Reuther, who was the head of the auto workers union. They were touring one of the new modern factories, and Ford playfully turns to Reuther and says, ""Hey Walter, how are you going to get these robots to pay union dues?"" And Reuther shoots back, ""Hey Henry, how are you going to get them to buy cars?""Reuther's problem in that anecdote is that it is tough to offer your labor to an economy that's full of machines, and we see this very clearly in the statistics. If you look over the past couple decades at the returns to capital \u2014 in other words, corporate profits \u2014 we see them going up, and we see that they're now at an all-time high. If we look at the returns to labor, in other words total wages paid out in the economy, we see them at an all-time low and heading very quickly in the opposite direction.So this is clearly bad news for Reuther. It looks like it might be great news for Ford, but it's actually not. If you want to sell huge volumes of somewhat expensive goods to people, you really want a large, stable, prosperous middle class. We have had one of those in America for just about the entire postwar period. But the middle class is clearly under huge threat right now. We all know a lot of the statistics, but just to repeat one of them, median income in America has actually gone down over the past 15 years, and we're in danger of getting trapped in some vicious cycle where inequality and polarization continue to go up over time.The societal challenges that come along with that kind of inequality deserve some attention. There are a set of societal challenges that I'm actually not that worried about, and they're captured by images like this. This is not the kind of societal problem that I am concerned about. There is no shortage of dystopian visions about what happens when our machines become self-aware, and they decide to rise up and coordinate attacks against us. I'm going to start worrying about those the day my computer becomes aware of my printer.(Laughter) (Applause)So this is not the set of challenges we really need to worry about. To tell you the kinds of societal challenges that are going to come up in the new machine age, I want to tell a story about two stereotypical American workers. And to make them really stereotypical, let's make them both white guys. And the first one is a college-educated professional, creative type, manager, engineer, doctor, lawyer, that kind of worker. We're going to call him ""Ted."" He's at the top of the American middle class. His counterpart is not college-educated and works as a laborer, works as a clerk, does low-level white collar or blue collar work in the economy. We're going to call that guy ""Bill.""And if you go back about 50 years, Bill and Ted were leading remarkably similar lives. For example, in 1960 they were both very likely to have full-time jobs, working at least 40 hours a week. But as the social researcher Charles Murray has documented, as we started to automate the economy, and 1960 is just about when computers started to be used by businesses, as we started to progressively inject technology and automation and digital stuff into the economy, the fortunes of Bill and Ted diverged a lot. Over this time frame, Ted has continued to hold a full-time job. Bill hasn't. In many cases, Bill has left the economy entirely, and Ted very rarely has. Over time, Ted's marriage has stayed quite happy. Bill's hasn't. And Ted's kids have grown up in a two-parent home, while Bill's absolutely have not over time. Other ways that Bill is dropping out of society? He's decreased his voting in presidential elections, and he's started to go to prison a lot more often. So I cannot tell a happy story about these social trends, and they don't show any signs of reversing themselves. They're also true no matter which ethnic group or demographic group we look at, and they're actually getting so severe that they're in danger of overwhelming even the amazing progress we made with the Civil Rights Movement.And what my friends in Silicon Valley and Cambridge are overlooking is that they're Ted. They're living these amazingly busy, productive lives, and they've got all the benefits to show from that, while Bill is leading a very different life. They're actually both proof of how right Voltaire was when he talked about the benefits of work, and the fact that it saves us from not one but three great evils.[""Work saves a man from three great evils: boredom, vice and need."" \u2014 Voltaire]So with these challenges, what do we do about them?The economic playbook is surprisingly clear, surprisingly straightforward, in the short term especially. The robots are not going to take all of our jobs in the next year or two, so the classic Econ 101 playbook is going to work just fine: Encourage entrepreneurship, double down on infrastructure, and make sure we're turning out people from our educational system with the appropriate skills.But over the longer term, if we are moving into an economy that's heavy on technology and light on labor, and we are, then we have to consider some more radical interventions, for example, something like a guaranteed minimum income. Now, that's probably making some folk in this room uncomfortable, because that idea is associated with the extreme left wing and with fairly radical schemes for redistributing wealth. I did a little bit of research on this notion, and it might calm some folk down to know that the idea of a net guaranteed minimum income has been championed by those frothing-at-the-mouth socialists Friedrich Hayek, Richard Nixon and Milton Friedman. And if you find yourself worried that something like a guaranteed income is going to stifle our drive to succeed and make us kind of complacent, you might be interested to know that social mobility, one of the things we really pride ourselves on in the United States, is now lower than it is in the northern European countries that have these very generous social safety nets. So the economic playbook is actually pretty straightforward.The societal one is a lot more challenging. I don't know what the playbook is for getting Bill to engage and stay engaged throughout life.I do know that education is a huge part of it. I witnessed this firsthand. I was a Montessori kid for the first few years of my education, and what that education taught me is that the world is an interesting place and my job is to go explore it. The school stopped in third grade, so then I entered the public school system, and it felt like I had been sent to the Gulag. With the benefit of hindsight, I now know the job was to prepare me for life as a clerk or a laborer, but at the time it felt like the job was to kind of bore me into some submission with what was going on around me. We have to do better than this. We cannot keep turning out Bills.So we see some green shoots that things are getting better. We see technology deeply impacting education and engaging people, from our youngest learners up to our oldest ones. We see very prominent business voices telling us we need to rethink some of the things that we've been holding dear for a while. And we see very serious and sustained and data-driven efforts to understand how to intervene in some of the most troubled communities that we have.So the green shoots are out there. I don't want to pretend for a minute that what we have is going to be enough. We're facing very tough challenges. To give just one example, there are about five million Americans who have been unemployed for at least six months. We're not going to fix things for them by sending them back to Montessori. And my biggest worry is that we're creating a world where we're going to have glittering technologies embedded in kind of a shabby society and supported by an economy that generates inequality instead of opportunity.But I actually don't think that's what we're going to do. I think we're going to do something a lot better for one very straightforward reason: The facts are getting out there. The realities of this new machine age and the change in the economy are becoming more widely known. If we wanted to accelerate that process, we could do things like have our best economists and policymakers play ""Jeopardy!"" against Watson. We could send Congress on an autonomous car road trip. And if we do enough of these kinds of things, the awareness is going to sink in that things are going to be different. And then we're off to the races, because I don't believe for a second that we have forgotten how to solve tough challenges or that we have become too apathetic or hard-hearted to even try.I started my talk with quotes from wordsmiths who were separated by an ocean and a century. Let me end it with words from politicians who were similarly distant.Winston Churchill came to my home of MIT in 1949, and he said, ""If we are to bring the broad masses of the people in every land to the table of abundance, it can only be by the tireless improvement of all of our means of technical production.""Abraham Lincoln realized there was one other ingredient. He said, ""I am a firm believer in the people. If given the truth, they can be depended upon to meet any national crisis. The great point is to give them the plain facts.""So the optimistic note, great point that I want to leave you with is that the plain facts of the machine age are becoming clear, and I have every confidence that we're going to use them to chart a good course into the challenging, abundant economy that we're creating.Thank you very much.(Applause)" +1244502,48,"It's a fateful moment in history. We've seen divisive elections, divided societies and the growth of extremism -- all fueled by anxiety and uncertainty. ""Is there something we can do, each of us, to be able to face the future without fear?"" asks Rabbi Lord Jonathan Sacks. In this electrifying talk, the spiritual leader gives us three specific ways we can move from the politics of ""me"" to the politics of ""all of us, together.""",756,TED2017,1492992000,17,Rabbi Lord Jonathan Sacks,"Rabbi Lord Jonathan Sacks: How we can face the future without fear, together",1,1499784897,"[{'id': 23, 'name': 'Jaw-dropping', 'count': 38}, {'id': 7, 'name': 'Funny', 'count': 8}, {'id': 10, 'name': 'Inspiring', 'count': 318}, {'id': 8, 'name': 'Informative', 'count': 41}, {'id': 24, 'name': 'Persuasive', 'count': 118}, {'id': 1, 'name': 'Beautiful', 'count': 115}, {'id': 22, 'name': 'Fascinating', 'count': 80}, {'id': 3, 'name': 'Courageous', 'count': 67}, {'id': 9, 'name': 'Ingenious', 'count': 20}, {'id': 11, 'name': 'Longwinded', 'count': 7}, {'id': 2, 'name': 'Confusing', 'count': 1}, {'id': 21, 'name': 'Unconvincing', 'count': 2}, {'id': 26, 'name': 'Obnoxious', 'count': 1}, {'id': 25, 'name': 'OK', 'count': 3}]","[{'id': 2744, 'hero': 'https://pe.tedcdn.com/images/ted/ce1b24b3c799d95b5dec38dbd927102c03b016d3_2880x1620.jpg', 'speaker': 'His Holiness Pope Francis', 'title': 'Why the only future worth building includes everyone', 'duration': 1072, 'slug': 'pope_francis_why_the_only_future_worth_building_includes_everyone', 'viewed_count': 2679893}, {'id': 2703, 'hero': 'https://pe.tedcdn.com/images/ted/50152d92514ec9a6eef99217a209b1acd196bf6a_2880x1620.jpg', 'speaker': 'Megan Phelps-Roper', 'title': ""I grew up in the Westboro Baptist Church. Here's why I left"", 'duration': 917, 'slug': 'megan_phelps_roper_i_grew_up_in_the_westboro_baptist_church_here_s_why_i_left', 'viewed_count': 4503400}, {'id': 2695, 'hero': 'https://pe.tedcdn.com/images/ted/3e43a1c97f4668cc86486306ccf018e994241646_2880x1620.jpg', 'speaker': 'Yuval Noah Harari', 'title': 'Nationalism vs. globalism: the new political divide', 'duration': 3608, 'slug': 'yuval_noah_harari_nationalism_vs_globalism_the_new_political_divide', 'viewed_count': 1514327}, {'id': 2864, 'hero': 'https://pe.tedcdn.com/images/ted/b21e63b4eb3cf0b458a2b0c7b8fd31cb71169cf8_2880x1620.jpg', 'speaker': 'Chetan Bhatt', 'title': 'Dare to refuse the origin myths that claim who you are', 'duration': 1156, 'slug': 'chetan_bhatt_dare_to_refuse_the_origin_myths_that_claim_who_you_are', 'viewed_count': 857794}, {'id': 2801, 'hero': 'https://pe.tedcdn.com/images/ted/ee78ab38fb4f23e29fbae7dfd3e89de2082ccaf7_2880x1620.jpg', 'speaker': 'Anne Lamott', 'title': '12 truths I learned from life and writing', 'duration': 955, 'slug': 'anne_lamott_12_truths_i_learned_from_life_and_writing', 'viewed_count': 1890995}, {'id': 2861, 'hero': 'https://pe.tedcdn.com/images/ted/040ce6ae0f5e8d306d395b03be10fffb459f69ae_2880x1620.jpg', 'speaker': 'Emily Esfahani Smith', 'title': ""There's more to life than being happy"", 'duration': 738, 'slug': 'emily_esfahani_smith_there_s_more_to_life_than_being_happy', 'viewed_count': 1008878}]",Religious leader,"['community', 'fear', 'future', 'global issues', 'humanity', 'peace', 'personal growth', 'politics', 'religion', 'social change']","How we can face the future without fear, together","https://www.ted.com/talks/rabbi_lord_jonathan_sacks_how_we_can_face_the_future_without_fear_together +","""These are the times,"" said Thomas Paine, ""that try men's souls."" And they're trying ours now.This is a fateful moment in the history of the West. We've seen divisive elections and divided societies. We've seen a growth of extremism in politics and religion, all of it fueled by anxiety, uncertainty and fear, of a world that's changing almost faster than we can bear, and the sure knowledge that it's going to change faster still. I have a friend in Washington. I asked him, what was it like being in America during the recent presidential election? He said to me, ""Well, it was like the man sitting on the deck of the Titanic with a glass of whiskey in his hand and he's saying, 'I know I asked for ice \u2014(Laughter)but this is ridiculous.'""So is there something we can do, each of us, to be able to face the future without fear? I think there is. And one way into it is to see that perhaps the most simple way into a culture and into an age is to ask: What do people worship? People have worshipped so many different things \u2014 the sun, the stars, the storm. Some people worship many gods, some one, some none. In the 19th and 20th centuries, people worshipped the nation, the Aryan race, the communist state. What do we worship? I think future anthropologists will take a look at the books we read on self-help, self-realization, self-esteem. They'll look at the way we talk about morality as being true to oneself, the way we talk about politics as a matter of individual rights, and they'll look at this wonderful new religious ritual we have created. You know the one? Called the ""selfie."" And I think they'll conclude that what we worship in our time is the self, the me, the I.And this is great. It's liberating. It's empowering. It's wonderful. But don't forget that biologically, we're social animals. We've spent most of our evolutionary history in small groups. We need those face-to-face interactions where we learn the choreography of altruism and where we create those spiritual goods like friendship and trust and loyalty and love that redeem our solitude. When we have too much of the ""I"" and too little of the ""we,"" we can find ourselves vulnerable, fearful and alone. It was no accident that Sherry Turkle of MIT called the book she wrote on the impact of social media ""Alone Together.""So I think the simplest way of safeguarding the future ""you"" is to strengthen the future ""us"" in three dimensions: the us of relationship, the us of identity and the us of responsibility.So let me first take the us of relationship. And here, forgive me if I get personal. Once upon a time, a very long time ago, I was a 20-year-old undergraduate studying philosophy. I was into Nietzsche and Schopenhauer and Sartre and Camus. I was full of ontological uncertainty and existential angst. It was terrific.(Laughter)I was self-obsessed and thoroughly unpleasant to know, until one day I saw across the courtyard a girl who was everything that I wasn't. She radiated sunshine. She emanated joy. I found out her name was Elaine. We met. We talked. We married. And 47 years, three children and eight grandchildren later, I can safely say it was the best decision I ever took in my life, because it's the people not like us that make us grow. And that is why I think we have to do just that.The trouble with Google filters, Facebook friends and reading the news by narrowcasting rather than broadcasting means that we're surrounded almost entirely by people like us whose views, whose opinions, whose prejudices, even, are just like ours. And Cass Sunstein of Harvard has shown that if we surround ourselves with people with the same views as us, we get more extreme. I think we need to renew those face-to-face encounters with the people not like us. I think we need to do that in order to realize that we can disagree strongly and yet still stay friends. It's in those face-to-face encounters that we discover that the people not like us are just people, like us. And actually, every time we hold out the hand of friendship to somebody not like us, whose class or creed or color are different from ours, we heal one of the fractures of our wounded world. That is the us of relationship.Second is the us of identity. Let me give you a thought experiment. Have you been to Washington? Have you seen the memorials? Absolutely fascinating. There's the Lincoln Memorial: Gettysburg Address on one side, Second Inaugural on the other. You go to the Jefferson Memorial, screeds of text. Martin Luther King Memorial, more than a dozen quotes from his speeches. I didn't realize, in America you read memorials. Now go to the equivalent in London in Parliament Square and you will see that the monument to David Lloyd George contains three words: David Lloyd George.(Laughter)Nelson Mandela gets two. Churchill gets just one: Churchill.(Laughter)Why the difference? I'll tell you why the difference. Because America was from the outset a nation of wave after wave of immigrants, so it had to create an identity which it did by telling a story which you learned at school, you read on memorials and you heard repeated in presidential inaugural addresses. Britain until recently wasn't a nation of immigrants, so it could take identity for granted. The trouble is now that two things have happened which shouldn't have happened together. The first thing is in the West we've stopped telling this story of who we are and why, even in America. And at the same time, immigration is higher than it's ever been before. So when you tell a story and your identity is strong, you can welcome the stranger, but when you stop telling the story, your identity gets weak and you feel threatened by the stranger. And that's bad.I tell you, Jews have been scattered and dispersed and exiled for 2,000 years. We never lost our identity. Why? Because at least once a year, on the festival of Passover, we told our story and we taught it to our children and we ate the unleavened bread of affliction and tasted the bitter herbs of slavery. So we never lost our identity. I think collectively we've got to get back to telling our story, who we are, where we came from, what ideals by which we live. And if that happens, we will become strong enough to welcome the stranger and say, ""Come and share our lives, share our stories, share our aspirations and dreams."" That is the us of identity.And finally, the us of responsibility. Do you know something? My favorite phrase in all of politics, very American phrase, is: ""We the people."" Why ""we the people?"" Because it says that we all share collective responsibility for our collective future. And that's how things really are and should be.Have you noticed how magical thinking has taken over our politics? So we say, all you've got to do is elect this strong leader and he or she will solve all our problems for us. Believe me, that is magical thinking. And then we get the extremes: the far right, the far left, the extreme religious and the extreme anti-religious, the far right dreaming of a golden age that never was, the far left dreaming of a utopia that never will be and the religious and anti-religious equally convinced that all it takes is God or the absence of God to save us from ourselves. That, too, is magical thinking, because the only people who will save us from ourselves is we the people, all of us together. And when we do that, and when we move from the politics of me to the politics of all of us together, we rediscover those beautiful, counterintuitive truths: that a nation is strong when it cares for the weak, that it becomes rich when it cares for the poor, it becomes invulnerable when it cares about the vulnerable. That is what makes great nations.(Applause)So here is my simple suggestion. It might just change your life, and it might just help to begin to change the world. Do a search and replace operation on the text of your mind, and wherever you encounter the word ""self,"" substitute the word ""other."" So instead of self-help, other-help; instead of self-esteem, other-esteem. And if you do that, you will begin to feel the power of what for me is one of the most moving sentences in all of religious literature. ""Though I walk through the valley of the shadow of death, I will fear no evil, for you are with me."" We can face any future without fear so long as we know we will not face it alone.So for the sake of the future ""you,"" together let us strengthen the future ""us.""Thank you.(Applause)" +349168,31,"Kristina Gjerde studies the law of the high seas -- the 64 percent of our ocean that isn't protected by any national law at all. Gorgeous photos show the hidden worlds that Gjerde and other lawyers are working to protect from trawling and trash-dumping, through smart policymaking and a healthy dose of PR.",946,Mission Blue Voyage,1271376000,22,Kristina Gjerde,Kristina Gjerde: Making law on the high seas,1,1290175393,"[{'id': 11, 'name': 'Longwinded', 'count': 48}, {'id': 2, 'name': 'Confusing', 'count': 7}, {'id': 21, 'name': 'Unconvincing', 'count': 24}, {'id': 24, 'name': 'Persuasive', 'count': 50}, {'id': 8, 'name': 'Informative', 'count': 121}, {'id': 22, 'name': 'Fascinating', 'count': 28}, {'id': 25, 'name': 'OK', 'count': 40}, {'id': 1, 'name': 'Beautiful', 'count': 20}, {'id': 23, 'name': 'Jaw-dropping', 'count': 7}, {'id': 10, 'name': 'Inspiring', 'count': 38}, {'id': 26, 'name': 'Obnoxious', 'count': 8}, {'id': 7, 'name': 'Funny', 'count': 5}, {'id': 3, 'name': 'Courageous', 'count': 16}, {'id': 9, 'name': 'Ingenious', 'count': 4}]","[{'id': 850, 'hero': 'https://pe.tedcdn.com/images/ted/168503_800x600.jpg', 'speaker': 'Jeremy Jackson', 'title': 'How we wrecked the ocean', 'duration': 1099, 'slug': 'jeremy_jackson', 'viewed_count': 612262}, {'id': 467, 'hero': 'https://pe.tedcdn.com/images/ted/73175_800x600.jpg', 'speaker': 'Sylvia Earle', 'title': 'My wish: Protect our oceans', 'duration': 1096, 'slug': 'sylvia_earle_s_ted_prize_wish_to_protect_our_oceans', 'viewed_count': 1139737}, {'id': 1372, 'hero': 'https://pe.tedcdn.com/images/ted/c6620a75259af37b28f116e13e5a74a705d3c6b1_800x600.jpg', 'speaker': 'Paul Snelgrove', 'title': 'A census of the ocean', 'duration': 1007, 'slug': 'paul_snelgrove_a_census_of_the_ocean', 'viewed_count': 293340}, {'id': 926, 'hero': 'https://pe.tedcdn.com/images/ted/187176_800x600.jpg', 'speaker': 'John Delaney', 'title': 'Wiring an interactive ocean', 'duration': 1250, 'slug': 'john_delaney_wiring_an_interactive_ocean', 'viewed_count': 332099}, {'id': 2395, 'hero': 'https://pe.tedcdn.com/images/ted/71d91759e68fde785f567b9b3887a999537d0409_2880x1620.jpg', 'speaker': 'Jason deCaires Taylor', 'title': 'An underwater art museum, teeming with life', 'duration': 669, 'slug': 'jason_decaires_taylor_an_underwater_art_museum_teeming_with_life', 'viewed_count': 1446636}, {'id': 2782, 'hero': 'https://pe.tedcdn.com/images/ted/49ba3b74fca20ba8af6b129652f39b84d10e6ff8_2880x1620.jpg', 'speaker': 'Triona McGrath', 'title': ""How pollution is changing the ocean's chemistry"", 'duration': 543, 'slug': 'triona_mcgrath_how_pollution_is_changing_the_ocean_s_chemistry', 'viewed_count': 1052014}]",High seas policy advisor,"['global issues', 'law', 'mission blue', 'oceans', 'politics', 'science']",Making law on the high seas,"https://www.ted.com/talks/kristina_gjerde_making_law_on_the_high_seas +","Today I'm going to take you on a voyage to some place so deep, so dark, so unexplored that we know less about it than we know about the dark side of the moon. It's a place of myth and legend. It's a place marked on ancient maps as ""here be monsters."" It is a place where each new voyage of exploration brings back new discoveries of creatures so wondrous and strange that our forefathers would have considered them monstrous indeed. Instead, they just make me green with envy that my colleague from IUCN was able to go on this journey to the south of Madagascar seamounts to actually take photographs and to see these wondrous creatures of the deep.We are talking about the high seas. The ""high seas"" is a legal term, but in fact, it covers 50 percent of the planet. With an average depth of the oceans of 4,000 meters, in fact, the high seas covers and provides nearly 90 percent of the habitat for life on this Earth. It is, in theory, the global commons, belonging to us all. But in reality, it is managed by and for those who have the resources to go out and exploit it. So today I'm going to take you on a voyage to cast light on some of the outdated myths and legends and assumptions that have kept us as the true stakeholders in the high seas in the dark. We're going to voyage to some of these special places that we've been discovering in the past few years to show why we really need to care. And then finally, we're going to try to develop and pioneer a new perspective on high seas governance that's rooted in ocean-basin-wide conservation, but framed in an arena of global norms of precaution and respect.So here is a picture of the high seas as seen from above \u2014 that area in the darker blue. To me, as an international lawyer, this scared me far more than any of the creatures or the monsters we may have seen, for it belies the notion that you can actually protect the ocean, the global ocean, that provides us all with carbon storage, with heat storage, with oxygen, if you can only protect 36 percent. This is indeed the true heart of the planet. Some of the problems that we have to confront are that the current international laws \u2014 for example, shipping \u2014 provide more protection to the areas closest to shore. For example, garbage discharge, something you would think just simply goes away, but the laws regulating ship discharge of garbage actually get weaker the further you are from shore. As a result, we have garbage patches the size of twice-Texas. It's unbelievable. We used to think the solution to pollution was dilution, but that has proved to be no longer the case.So what we have learned from social scientists and economists like Elinor Ostrom, who are studying the phenomenon of management of the commons on a local scale, is that there are certain prerequisites that you can put into place that enable you to manage and access open space for the good of one and all. And these include a sense of shared responsibility, common norms that bind people together as a community. Conditional access: You can invite people in, but they have to be able to play by the rules. And of course, if you want people to play by the rules, you still need an effective system of monitoring and enforcement, for as we've discovered, you can trust, but you also need to verify.What I'd also like to convey is that it is not all doom and gloom that we are seeing in the high seas. For a group of very dedicated individuals \u2014 scientists, conservationists, photographers and states \u2014 were able to actually change a tragic trajectory that was destroying fragile seascapes such as this coral garden that you see in front of you. That is, we're able to save it from a fate of deep-sea bottom trawling. And how did we do that? Well, as I said, we had a group of photographers that went out on board ships and actually photographed the activities in process. But we also spent many hours in the basements of the United Nations, trying to work with governments to make them understand what was going on so far away from land that few of us had ever even imagined that these creatures existed.So within three years, from 2003 to 2006, we were able to get norm in place that actually changed the paradigm of how fishers went about deep-sea bottom trawling. Instead of ""go anywhere, do anything you want,"" we actually created a regime that required prior assessment of where you're going and a duty to prevent significant harm. In 2009, when the U.N. reviewed progress, they discovered that almost 100 million square-kilometers of seabed had been protected. This does not mean that it's the final solution, or that this even provides permanent protection. But what it does mean is that a group of individuals can form a community to actually shape the way high seas are governed, to create a new regime. So I'm looking optimistically at our opportunities for creating a true, blue perspective for this beautiful planet. Sylvia's wish provides us with that leverage, that access to the heart of human beings, you might say, who have rarely seen places beyond their own toes, but are now hopefully going to become interested in the full life-cycle of creatures like these sea turtles, who indeed spend most of their time in the high seas.Today, we're just going to voyage to a small sampling of some of these special areas, just to give you an idea of the flavor of the riches and wonders they do contain. The Sargasso Sea, for example, is not a sea bounded by coastlines, but it is bounded by oceanic currents that contain and envelope this wealth of sargassum that grows and aggregates there. It's also known as the spawning ground for eels from Northern European and Northern American rivers that are now so dwindling in numbers that they've actually stopped showing up in Stockholm, and five showed up in the U.K. just recently.But the Sargasso Sea, the same way it aggregates sargassum weed, actually is pulling in the plastic from throughout the region. This picture doesn't exactly show the plastics that I would like it to show, because I haven't been out there myself. But there has just been a study that was released in February that showed there are 200,000 pieces of plastic per square-kilometer now floating in the surface of the Sargasso Sea, and that is affecting the habitat for the many species in their juvenile stages who come to the Sargasso Sea for its protection and its food. The Sargasso Sea is also a wondrous place for the aggregation of these unique species that have developed to mimic the sargassum habitat. It also provides a special habitat for these flying fish to lay their eggs. But what I'd like to get from this picture is that we truly do have an opportunity to launch a global initiative for protection. Thus, the government of Bermuda has recognized the need and its responsibility as having some of the Sargasso Sea within its national jurisdiction \u2014 but the vast majority is beyond \u2014 to help spearhead a movement to achieve protection for this vital area.Spinning down to someplace a little bit cooler than here right now: the Ross Sea in the Southern Ocean. It's actually a bay. It's considered high seas, because the continent has been put off limits to territorial claims. So anything in the water is treated as if it's the high seas. But what makes the Ross Sea important is the vast sea of pack ice that in the spring and summer provides a wealth of phytoplankton and krill that supports what, till recently, has been a virtually intact near-shore ecosystem. But unfortunately, CCAMLR, the regional commission in charge of conserving and managing fish stocks and other living marine resources, is unfortunately starting to give in to fishing interests and has authorized the expansion of toothfish fisheries in the region. The captain of a New Zealand vessel who was just down there is reporting a significant decline in the number of the Ross Sea killer whales, who are directly dependent on the Antarctic toothfish as their main source of food. So what we need to do is to stand up boldly, singly and together, to push governments, to push regional fisheries management organizations, to declare our right to declare certain areas off-limits to high seas fishing, so that the freedom to fish no longer means the freedom to fish anywhere and anytime.Coming closer to here, the Costa Rica Dome is a recently discovered area \u2014 potentially year-round habitat for blue whales. There's enough food there to last them the summer and the winter long. But what's unusual about the Costa Rica Dome is, in fact, it's not a permanent place. It's an oceanographic phenomenon that shifts in time and space on a seasonal basis. So, in fact, it's not permanently in the high seas. It's not permanently in the exclusive economic zones of these five Central American countries, but it moves with the season. As such, it does create a challenge to protect, but we also have a challenge protecting the species that move along with it. We can use the same technologies that fishers use to identify where the species are, in order to close the area when it's most vulnerable, which may, in some cases, be year-round.Getting closer to shore, where we are, this was in fact taken in the Galapagos. Many species are headed through this region, which is why there's been so much attention put into conservation of the Eastern Tropical Pacific Seascape. This is the initiative that's been coordinated by Conservation International with a variety of partners and governments to actually try to bring integrated management regime throughout the area. That is, it provides a wonderful example of where you can go with a real regional initiative. It's protecting five World Heritage sites. Unfortunately, the World Heritage Convention does not recognize the need to protect areas beyond national jurisdiction, at present. So a place like the Costa Rica Dome could not technically qualify the time it's in the high seas. So what we've been suggesting is that we either need to amend the World Heritage Convention, so that it can adopt and urge universal protection of these World Heritage sites, or we need to change the name and call it Half-the-World Heritage Convention. But what we also know is that species like these sea turtles do not stay put in the Eastern Tropical Pacific Seascape. These happen to go down to a vast South Pacific Gyre, where they spend most of their time and often end up getting hooked like this, or as bycatch.So what I'd really like to suggest is that we need to scale-up. We need to work locally, but we also need to work ocean-basin-wide. We have the tools and technologies now to enable us to take a broader ocean-basin-wide initiative. We've heard about the Tagging of Pacific Predators project, one of the 17 Census of Marine Life projects. It's provided us data like this, of tiny, little sooty shearwaters that make the entire ocean basin their home. They fly 65,000 kilometers in less than a year. So we have the tools and treasures coming from the Census of Marine Life. And its culminating year that's going to be launched in October. So stay tuned for further information. What I find so exciting is that the Census of Marine Life has looked at more than the tagging of pacific predators; it's also looked in the really unexplored mid-water column, where creatures like this flying sea cucumber have been found. And fortunately, we've been able, as IUCN, to team up with the Census of Marine Life and many of the scientists working there to actually try to translate much of this information to policymakers. We have the support of governments now behind us. We've been revealing this information through technical workshops. And the exciting thing is that we do have sufficient information to move ahead to protect some of these significant hope spots, hotspots. At the same time we're saying, ""Yes, we need more. We need to move forward.""But many of you have said, if you get these marine protected areas, or a reasonable regime for high seas fisheries management in place, how are you going to enforce it? Which leads me to my second passion besides ocean science, which is outer space technology. I wanted to be an astronaut, so I've constantly followed what are the tools available to monitor Earth from outer space \u2014 and that we have incredible tools like we've been learning about, in terms of being able to follow tagged species throughout their life-cycles in the open ocean. We can also tag and track fishing vessels. Many already have transponders on board that allow us to find out where they are and even what they're doing. But not all the vessels have those to date. It does not take too much rocket science to actually try to create new laws to mandate, if you're going to have the privilege of accessing our high seas resources, we need to know \u2014 someone needs to know \u2014 where you are and what you're doing.So it brings me to my main take-home message, which is we can avert a tragedy of the commons. We can stop the collision course of 50 percent of the planet with the high seas. But we need to think broad-scale. We need to think globally. We need to change how we actually go about managing these resources. We need to get the new paradigm of precaution and respect. At the same time, we need to think locally, which is the joy and marvel of Sylvia's hope spot wish, is that we can shine a spotlight on many of these previously unknown areas, and to bring people to the table, if you will, to actually make them feel part of this community that truly has a stake in their future management. And third is that we need to look at ocean-basin-wide management. Our species are ocean-basin-wide. Many of the deep-sea communities have genetic distribution that goes ocean-basin-wide. We need to better understand, but we also need to start to manage and protect. And in order to do that, you also need ocean-basin management regimes. That is, we have regional management regimes within the exclusive economic zone, but we need to scale these up, we need to build their capacity, so they're like the Southern Ocean, where they do have the two-pronged fisheries and conservation organization.So with that, I would just like to sincerely thank and honor Sylvia Earle for her wish, for it is helping us to put a face on the high seas and the deep seas beyond national jurisdiction. It's helping to bring an incredible group of talented people together to really try to solve and penetrate these problems that have created our obstacles to management and rational use of this area that was once so far away and remote.So on this tour, I hope I provided you with a new perspective of the high seas: one, that it is our home too, and that we need to work together if we are to make this a sustainable ocean future for us all.Thank you.(Applause)" +697257,194,"Eric Lewis, an astonishingly talented crossover jazz pianist -- seen by many for the first time at TED2009 -- sets fire to the keys with his shattering rendition of Evanescence's chart-topper, ""Going Under.""",636,TED2009,1233878400,0,Eric Lewis,Eric Lewis: Piano jazz that rocks,1,1236301200,"[{'id': 21, 'name': 'Unconvincing', 'count': 89}, {'id': 26, 'name': 'Obnoxious', 'count': 119}, {'id': 23, 'name': 'Jaw-dropping', 'count': 250}, {'id': 1, 'name': 'Beautiful', 'count': 214}, {'id': 3, 'name': 'Courageous', 'count': 73}, {'id': 10, 'name': 'Inspiring', 'count': 128}, {'id': 22, 'name': 'Fascinating', 'count': 135}, {'id': 9, 'name': 'Ingenious', 'count': 86}, {'id': 8, 'name': 'Informative', 'count': 4}, {'id': 25, 'name': 'OK', 'count': 49}, {'id': 2, 'name': 'Confusing', 'count': 46}, {'id': 11, 'name': 'Longwinded', 'count': 42}, {'id': 24, 'name': 'Persuasive', 'count': 9}, {'id': 7, 'name': 'Funny', 'count': 3}]","[{'id': 46, 'hero': 'https://pe.tedcdn.com/images/ted/39ee82adbe8329dbf4d4411ef22f8428178fc708_1600x1200.jpg', 'speaker': 'Jennifer Lin', 'title': 'Improvising on piano, aged 14', 'duration': 1445, 'slug': 'jennifer_lin_improvs_piano_magic', 'viewed_count': 1628922}, {'id': 287, 'hero': 'https://pe.tedcdn.com/images/ted/46393_480x360.jpg', 'speaker': 'Nellie McKay', 'title': '""Clonie""', 'duration': 140, 'slug': 'nellie_mckay_sings_clonie_1', 'viewed_count': 680597}, {'id': 246, 'hero': 'https://pe.tedcdn.com/images/ted/38589_480x360.jpg', 'speaker': 'Tod Machover + Dan Ellsey', 'title': 'Inventing instruments that unlock new music', 'duration': 1241, 'slug': 'tod_machover_and_dan_ellsey_play_new_music', 'viewed_count': 497157}]",Pianist,"['entertainment', 'innovation', 'invention', 'live music', 'music', 'performance', 'piano']",Piano jazz that rocks,"https://www.ted.com/talks/eric_lewis_strikes_chords_to_rock_the_jazz_world +",nan +1417316,65,"Cancer is a very clever, adaptable disease. To defeat it, says medical researcher and educator Paula Hammond, we need a new and powerful mode of attack. With her colleagues at MIT, Hammond engineered a nanoparticle one-hundredth the size of a human hair that can treat the most aggressive, drug-resistant cancers. Learn more about this molecular superweapon and join Hammond's quest to fight a disease that affects us all.",642,TED Talks Live,1446681600,24,Paula Hammond,Paula Hammond: A new superweapon in the fight against cancer,1,1460560108,"[{'id': 8, 'name': 'Informative', 'count': 324}, {'id': 9, 'name': 'Ingenious', 'count': 143}, {'id': 10, 'name': 'Inspiring', 'count': 222}, {'id': 22, 'name': 'Fascinating', 'count': 186}, {'id': 23, 'name': 'Jaw-dropping', 'count': 58}, {'id': 1, 'name': 'Beautiful', 'count': 26}, {'id': 3, 'name': 'Courageous', 'count': 19}, {'id': 7, 'name': 'Funny', 'count': 3}, {'id': 25, 'name': 'OK', 'count': 15}, {'id': 24, 'name': 'Persuasive', 'count': 28}, {'id': 21, 'name': 'Unconvincing', 'count': 8}, {'id': 11, 'name': 'Longwinded', 'count': 2}, {'id': 2, 'name': 'Confusing', 'count': 4}, {'id': 26, 'name': 'Obnoxious', 'count': 6}]","[{'id': 2109, 'hero': 'https://pe.tedcdn.com/images/ted/8fa38dd829fc3389ce6fb883825d838f53e3dec5_2880x1620.jpg', 'speaker': 'Jorge Soto', 'title': 'The future of early cancer detection?', 'duration': 677, 'slug': 'jorge_soto_the_future_of_early_cancer_detection', 'viewed_count': 1213258}, {'id': 2245, 'hero': 'https://pe.tedcdn.com/images/ted/fe249c0d349f50d028ccba2bc328d317ec70fc39_2880x1620.jpg', 'speaker': 'Tal Danino', 'title': 'Programming bacteria to detect cancer (and maybe treat it)', 'duration': 251, 'slug': 'tal_danino_we_can_use_bacteria_to_detect_cancer_and_maybe_treat_it', 'viewed_count': 1225775}, {'id': 1509, 'hero': 'https://pe.tedcdn.com/images/ted/87b3d219de3973f78107cd22ac9fff79529fbe24_800x600.jpg', 'speaker': 'Mina Bissell', 'title': 'Experiments that point to a new understanding of cancer', 'duration': 978, 'slug': 'mina_bissell_experiments_that_point_to_a_new_understanding_of_cancer', 'viewed_count': 990743}, {'id': 1343, 'hero': 'https://pe.tedcdn.com/images/ted/265d296685242d49ecc52c84827426a52145b16f_800x600.jpg', 'speaker': 'Bill Doyle', 'title': 'Treating cancer with electric fields', 'duration': 935, 'slug': 'bill_doyle_treating_cancer_with_electric_fields', 'viewed_count': 550719}, {'id': 2821, 'hero': 'https://pe.tedcdn.com/images/ted/215726285218bad80d842683dec2bc91fbe6a5e7_2880x1620.jpg', 'speaker': 'Jimmy Lin', 'title': 'A simple new blood test that can catch cancer early', 'duration': 730, 'slug': 'jimmy_lin_a_simple_new_blood_test_that_can_catch_cancer_early', 'viewed_count': 1005377}, {'id': 2599, 'hero': 'https://pe.tedcdn.com/images/ted/062e604051dee8553e9cb1652df458b7b50e6497_2880x1620.jpg', 'speaker': 'Adam de la Zerda', 'title': 'We can start winning the war against cancer', 'duration': 762, 'slug': 'adam_de_la_zerda_how_we_can_start_winning_the_war_against_cancer', 'viewed_count': 985203}]",Medical researcher and educator ,"['big problems', 'biomechanics', 'biotech', 'cancer', 'disease', 'engineering', 'genetics', 'health', 'invention', 'medical research', 'medicine', 'microbiology', 'nanoscale', 'science', 'technology']",A new superweapon in the fight against cancer,"https://www.ted.com/talks/paula_hammond_a_new_superweapon_in_the_fight_against_cancer +","Cancer affects all of us \u2014 especially the ones that come back over and over again, the highly invasive and drug-resistant ones, the ones that defy medical treatment, even when we throw our best drugs at them. Engineering at the molecular level, working at the smallest of scales, can provide exciting new ways to fight the most aggressive forms of cancer.Cancer is a very clever disease. There are some forms of cancer, which, fortunately, we've learned how to address relatively well with known and established drugs and surgery. But there are some forms of cancer that don't respond to these approaches, and the tumor survives or comes back, even after an onslaught of drugs.We can think of these very aggressive forms of cancer as kind of supervillains in a comic book. They're clever, they're adaptable, and they're very good at staying alive. And, like most supervillains these days, their superpowers come from a genetic mutation. The genes that are modified inside these tumor cells can enable and encode for new and unimagined modes of survival, allowing the cancer cell to live through even our best chemotherapy treatments.One example is a trick in which a gene allows a cell, even as the drug approaches the cell, to push the drug out, before the drug can have any effect. Imagine \u2014 the cell effectively spits out the drug. This is just one example of the many genetic tricks in the bag of our supervillain, cancer. All due to mutant genes.So, we have a supervillain with incredible superpowers. And we need a new and powerful mode of attack. Actually, we can turn off a gene. The key is a set of molecules known as siRNA. siRNA are short sequences of genetic code that guide a cell to block a certain gene. Each siRNA molecule can turn off a specific gene inside the cell. For many years since its discovery, scientists have been very excited about how we can apply these gene blockers in medicine.But, there is a problem. siRNA works well inside the cell. But if it gets exposed to the enzymes that reside in our bloodstream or our tissues, it degrades within seconds. It has to be packaged, protected through its journey through the body on its way to the final target inside the cancer cell.So, here's our strategy. First, we'll dose the cancer cell with siRNA, the gene blocker, and silence those survival genes, and then we'll whop it with a chemo drug. But how do we carry that out? Using molecular engineering, we can actually design a superweapon that can travel through the bloodstream. It has to be tiny enough to get through the bloodstream, it's got to be small enough to penetrate the tumor tissue, and it's got to be tiny enough to be taken up inside the cancer cell. To do this job well, it has to be about one one-hundredth the size of a human hair.Let's take a closer look at how we can build this nanoparticle. First, let's start with the nanoparticle core. It's a tiny capsule that contains the chemotherapy drug. This is the poison that will actually end the tumor cell's life. Around this core, we'll wrap a very thin, nanometers-thin blanket of siRNA. This is our gene blocker. Because siRNA is strongly negatively charged, we can protect it with a nice, protective layer of positively charged polymer. The two oppositely charged molecules stick together through charge attraction, and that provides us with a protective layer that prevents the siRNA from degrading in the bloodstream. We're almost done.(Laughter)But there is one more big obstacle we have to think about. In fact, it may be the biggest obstacle of all. How do we deploy this superweapon? I mean, every good weapon needs to be targeted, we have to target this superweapon to the supervillain cells that reside in the tumor.But our bodies have a natural immune-defense system: cells that reside in the bloodstream and pick out things that don't belong, so that it can destroy or eliminate them. And guess what? Our nanoparticle is considered a foreign object. We have to sneak our nanoparticle past the tumor defense system. We have to get it past this mechanism of getting rid of the foreign object by disguising it.So we add one more negatively charged layer around this nanoparticle, which serves two purposes. First, this outer layer is one of the naturally charged, highly hydrated polysaccharides that resides in our body. It creates a cloud of water molecules around the nanoparticle that gives us an invisibility cloaking effect. This invisibility cloak allows the nanoparticle to travel through the bloodstream long and far enough to reach the tumor, without getting eliminated by the body.Second, this layer contains molecules which bind specifically to our tumor cell. Once bound, the cancer cell takes up the nanoparticle, and now we have our nanoparticle inside the cancer cell and ready to deploy.Alright! I feel the same way. Let's go!(Applause)The siRNA is deployed first. It acts for hours, giving enough time to silence and block those survival genes. We have now disabled those genetic superpowers. What remains is a cancer cell with no special defenses. Then, the chemotherapy drug comes out of the core and destroys the tumor cell cleanly and efficiently. With sufficient gene blockers, we can address many different kinds of mutations, allowing the chance to sweep out tumors, without leaving behind any bad guys.So, how does our strategy work? We've tested these nanostructure particles in animals using a highly aggressive form of triple-negative breast cancer. This triple-negative breast cancer exhibits the gene that spits out cancer drug as soon as it is delivered.Usually, doxorubicin \u2014 let's call it ""dox"" \u2014 is the cancer drug that is the first line of treatment for breast cancer. So, we first treated our animals with a dox core, dox only. The tumor slowed their rate of growth, but they still grew rapidly, doubling in size over a period of two weeks.Then, we tried our combination superweapon. A nanolayer particle with siRNA against the chemo pump, plus, we have the dox in the core. And look \u2014 we found that not only did the tumors stop growing, they actually decreased in size and were eliminated in some cases. The tumors were actually regressing.(Applause)What's great about this approach is that it can be personalized. We can add many different layers of siRNA to address different mutations and tumor defense mechanisms. And we can put different drugs into the nanoparticle core. As doctors learn how to test patients and understand certain tumor genetic types, they can help us determine which patients can benefit from this strategy and which gene blockers we can use.Ovarian cancer strikes a special chord with me. It is a very aggressive cancer, in part because it's discovered at very late stages, when it's highly advanced and there are a number of genetic mutations. After the first round of chemotherapy, this cancer comes back for 75 percent of patients. And it usually comes back in a drug-resistant form. High-grade ovarian cancer is one of the biggest supervillains out there. And we're now directing our superweapon toward its defeat.As a researcher, I usually don't get to work with patients. But I recently met a mother who is an ovarian cancer survivor, Mimi, and her daughter, Paige. I was deeply inspired by the optimism and strength that both mother and daughter displayed and by their story of courage and support. At this event, we spoke about the different technologies directed at cancer. And Mimi was in tears as she explained how learning about these efforts gives her hope for future generations, including her own daughter. This really touched me. It's not just about building really elegant science. It's about changing people's lives. It's about understanding the power of engineering on the scale of molecules.I know that as students like Paige move forward in their careers, they'll open new possibilities in addressing some of the big health problems in the world \u2014 including ovarian cancer, neurological disorders, infectious disease \u2014 just as chemical engineering has found a way to open doors for me, and has provided a way of engineering on the tiniest scale, that of molecules, to heal on the human scale.Thank you.(Applause)" +1119970,71,"Today's refugee crisis is the biggest since World War II, and it's growing. When this talk was given, 50 million people had been forcefully displaced from their homes by conflict and war; now the number is 65.3 million. There were 3 million Syrian refugees in 2014; now there are 4.9 million. Inside this overwhelming crisis are the individual human stories -- of care, growth and family, in the face of lost education, lost home, lost future. Melissa Fleming of the UN's refugee agency tells the refugees' stories -- and asks us to help them rebuild their world.",968,TEDGlobal 2014,1412726400,29,Melissa Fleming,"Melissa Fleming: Let's help refugees thrive, not just survive",1,1413470444,"[{'id': 3, 'name': 'Courageous', 'count': 209}, {'id': 10, 'name': 'Inspiring', 'count': 454}, {'id': 22, 'name': 'Fascinating', 'count': 109}, {'id': 8, 'name': 'Informative', 'count': 231}, {'id': 24, 'name': 'Persuasive', 'count': 168}, {'id': 21, 'name': 'Unconvincing', 'count': 15}, {'id': 26, 'name': 'Obnoxious', 'count': 12}, {'id': 25, 'name': 'OK', 'count': 39}, {'id': 1, 'name': 'Beautiful', 'count': 99}, {'id': 23, 'name': 'Jaw-dropping', 'count': 13}, {'id': 2, 'name': 'Confusing', 'count': 5}, {'id': 9, 'name': 'Ingenious', 'count': 6}, {'id': 11, 'name': 'Longwinded', 'count': 18}, {'id': 7, 'name': 'Funny', 'count': 6}]","[{'id': 3, 'hero': 'https://pe.tedcdn.com/images/ted/f0244673707e0d53f813d494600e7a5bad023725_1600x1200.jpg', 'speaker': 'Ashraf Ghani', 'title': 'How to rebuild a broken state', 'duration': 1125, 'slug': 'ashraf_ghani_on_rebuilding_broken_states', 'viewed_count': 809257}, {'id': 1651, 'hero': 'https://pe.tedcdn.com/images/ted/f795d8100cf916de51cba8309d092446fbd872a1_2880x1620.jpg', 'speaker': 'Janine di Giovanni', 'title': 'What I saw in the war', 'duration': 713, 'slug': 'janine_di_giovanni_what_i_saw_in_the_war', 'viewed_count': 939093}, {'id': 2358, 'hero': 'https://pe.tedcdn.com/images/ted/d7978ab526f1922c090ced88497e7f80c1f6174c_2880x1620.jpg', 'speaker': 'Melissa Fleming', 'title': 'A boat carrying 500 refugees sunk at sea. The story of two survivors', 'duration': 1155, 'slug': 'melissa_fleming_a_boat_carrying_500_refugees_sunk_at_sea_the_story_of_two_survivors', 'viewed_count': 1502391}, {'id': 2805, 'hero': 'https://pe.tedcdn.com/images/ted/adba78289b5f9c370ff2f741e4c571bfbabeb5f9_2880x1620.jpg', 'speaker': 'David Miliband', 'title': 'The refugee crisis is a test of our character', 'duration': 1118, 'slug': 'david_miliband_the_refugee_crisis_is_a_test_of_our_character', 'viewed_count': 1088552}, {'id': 2449, 'hero': 'https://pe.tedcdn.com/images/ted/fcd909932a914fa07f0738668eb08b809757e8bc_2880x1620.jpg', 'speaker': 'Alexander Betts', 'title': ""Our refugee system is failing. Here's how we can fix it"", 'duration': 1089, 'slug': 'alexander_betts_our_refugee_system_is_failing_here_s_how_we_can_fix_it', 'viewed_count': 823097}, {'id': 2809, 'hero': 'https://pe.tedcdn.com/images/ted/c9248e7936e32b15b8fbc7950942d1cd9f2dc163_2880x1620.jpg', 'speaker': 'Luma Mufleh', 'title': ""Don't feel sorry for refugees -- believe in them"", 'duration': 853, 'slug': 'luma_mufleh_don_t_feel_sorry_for_refugees_believe_in_them', 'viewed_count': 1354289}]",Voice for refugees,"['Syria', 'education', 'global issues', 'poverty', 'war']","Let's help refugees thrive, not just survive","https://www.ted.com/talks/melissa_fleming_let_s_help_refugees_thrive_not_just_survive +","So I started working with refugees because I wanted to make a difference, and making a difference starts with telling their stories. So when I meet refugees, I always ask them questions. Who bombed your house? Who killed your son? Did the rest of your family make it out alive? How are you coping in your life in exile? But there's one question that always seems to me to be most revealing, and that is: What did you take? What was that most important thing that you had to take with you when the bombs were exploding in your town, and the armed gangs were approaching your house?A Syrian refugee boy I know told me that he didn't hesitate when his life was in imminent danger. He took his high school diploma, and later he told me why. He said, ""I took my high school diploma because my life depended on it."" And he would risk his life to get that diploma. On his way to school, he would dodge snipers. His classroom sometimes shook with the sound of bombs and shelling, and his mother told me, ""Every day, I would say to him every morning, 'Honey, please don't go to school.'"" And when he insisted, she said, ""I would hug him as if it were for the last time."" But he said to his mother, ""We're all afraid, but our determination to graduate is stronger than our fear.""But one day, the family got terrible news. Hany's aunt, his uncle and his cousin were murdered in their homes for refusing to leave their house. Their throats were slit. It was time to flee.They left that day, right away, in their car, Hany hidden in the back because they were facing checkpoints of menacing soldiers. And they would cross the border into Lebanon, where they would find peace. But they would begin a life of grueling hardship and monotony. They had no choice but to build a shack on the side of a muddy field, and this is Hany's brother Ashraf, who plays outside.And that day, they joined the biggest population of refugees in the world, in a country, Lebanon, that is tiny. It only has four million citizens, and there are one million Syrian refugees living there. There's not a town, a city or a village that is not host to Syrian refugees. This is generosity and humanity that is remarkable. Think about it this way, proportionately. It would be as if the entire population of Germany, 80 million people, would flee to the United States in just three years. Half of the entire population of Syria is now uprooted, most of them inside the country. Six and a half million people have fled for their lives. Over and well over three million people have crossed the borders and have found sanctuary in the neighboring countries, and only a small proportion, as you see, have moved on to Europe. What I find most worrying is that half of all Syrian refugees are children. I took this picture of this little girl. It was just two hours after she had arrived after a long trek from Syria into Jordan.And most troubling of all is that only 20 percent of Syrian refugee children are in school in Lebanon. And yet, Syrian refugee children, all refugee children tell us education is the most important thing in their lives. Why? Because it allows them to think of their future rather than the nightmare of their past. It allows them to think of hope rather than hatred.I'm reminded of a recent visit I took to a Syrian refugee camp in northern Iraq, and I met this girl, and I thought, ""She's beautiful,"" and I went up to her and asked her, ""Can I take your picture?"" And she said yes, but she refused to smile. I think she couldn't, because I think she must realize that she represents a lost generation of Syrian refugee children, a generation isolated and frustrated. And yet, look at what they fled: utter destruction, buildings, industries, schools, roads, homes. Hany's home was also destroyed. This will need to be rebuilt by architects, by engineers, by electricians. Communities will need teachers and lawyers and politicians interested in reconciliation and not revenge. Shouldn't this be rebuilt by the people with the largest stake, the societies in exile, the refugees?Refugees have a lot of time to prepare for their return. You might imagine that being a refugee is just a temporary state. Well far from it. With wars going on and on, the average time a refugee will spend in exile is 17 years. Hany was into his second year in limbo when I went to visit him recently, and we conducted our entire conversation in English, which he confessed to me he learned from reading all of Dan Brown's novels and from listening to American rap. We also spent some nice moments of laughter and fun with his beloved brother Ashraf. But I'll never forget what he told me when we ended our conversation that day. He said to me, ""If I am not a student, I am nothing.""Hany is one of 50 million people uprooted in this world today. Never since World War II have so many people been forcibly displaced. So while we're making sweeping progress in human health, in technology, in education and design, we are doing dangerously little to help the victims and we are doing far too little to stop and prevent the wars that are driving them from their homes.And there are more and more victims. Every day, on average, by the end of this day, 32,000 people will be forcibly displaced from their homes \u2014 32,000 people. They flee across borders like this one. We captured this on the Syrian border to Jordan, and this is a typical day. Or they flee on unseaworthy and overcrowded boats, risking their lives in this case just to reach safety in Europe. This Syrian young man survived one of these boats that capsized \u2014 most of the people drowned \u2014 and he told us, ""Syrians are just looking for a quiet place where nobody hurts you, where nobody humiliates you, and where nobody kills you."" Well, I think that should be the minimum. How about a place of healing, of learning, and even opportunity? Americans and Europeans have the impression that proportionally huge numbers of refugees are coming to their country, but the reality is that 86 percent, the vast majority of refugees, are living in the developing world, in countries struggling with their own insecurity, with their own issues of helping their own populations and poverty. So wealthy countries in the world should recognize the humanity and the generosity of the countries that are hosting so many refugees. And all countries should make sure that no one fleeing war and persecution arrives at a closed border.(Applause)Thank you.But there is something more that we can do than just simply helping refugees survive. We can help them thrive. We should think of refugee camps and communities as more than just temporary population centers where people languish waiting for the war to end. Rather, as centers of excellence, where refugees can triumph over their trauma and train for the day that they can go home as agents of positive change and social transformation.It makes so much sense, but I'm reminded of the terrible war in Somalia that has been raging on for 22 years. And imagine living in this camp. I visited this camp. It's in Djibouti, neighboring Somalia, and it was so remote that we had to take a helicopter to fly there. It was dusty and it was terribly hot. And we went to visit a school and started talking to the children, and then I saw this girl across the room who looked to me to be the same age as my own daughter, and I went up and talked to her. And I asked her the questions that grown-ups ask kids, like, ""What is your favorite subject?"" and, ""What do you want to be when you grow up?"" And this is when her face turned blank, and she said to me, ""I have no future. My schooling days are over."" And I thought, there must be some misunderstanding, so I turned to my colleague and she confirmed to me there is no funding for secondary education in this camp. And how I wished at that moment that I could say to her, ""We will build you a school."" And I also thought, what a waste. She should be and she is the future of Somalia.A boy named Jacob Atem had a different chance, but not before he experienced terribly tragedy. He watched \u2014 this is in Sudan \u2014 as his village \u2014 he was only seven years old \u2014 burned to the ground, and he learned that his mother and his father and his entire family were killed that day. Only his cousin survived, and the two of them walked for seven months \u2014 this is boys like him \u2014 chased and pursued by wild animals and armed gangs, and they finally made it to refugee camps where they found safety, and he would spend the next seven years in Kenya in a refugee camp.But his life changed when he got the chance to be resettled to the United States, and he found love in a foster family and he was able to go to school, and he wanted me to share with you this proud moment when he graduated from university.(Applause)I spoke to him on Skype the other day, and he was in his new university in Florida pursuing his Ph.D. in public health, and he proudly told me how he was able to raise enough funds from the American public to establish a health clinic back in his village back home.So I want to take you back to Hany. When I told him I was going to have the chance to speak to you here on the TED stage, he allowed me to read you a poem that he sent in an email to me.He wrote: ""I miss myself, my friends, times of reading novels or writing poems, birds and tea in the morning. My room, my books, myself, and everything that was making me smile. Oh, oh, I had so many dreams that were about to be realized.""So here is my point: Not investing in refugees is a huge missed opportunity. Leave them abandoned, and they risk exploitation and abuse, and leave them unskilled and uneducated, and delay by years the return to peace and prosperity in their countries. I believe how we treat the uprooted will shape the future of our world. The victims of war can hold the keys to lasting peace, and it's the refugees who can stop the cycle of violence.Hany is at a tipping point. We would love to help him go to university and to become an engineer, but our funds are prioritized for the basics in life: tents and blankets and mattresses and kitchen sets, food rations and a bit of medicine. University is a luxury. But leave him to languish in this muddy field, and he will become a member of a lost generation. Hany's story is a tragedy, but it doesn't have to end that way.Thank you.(Applause)" +891314,91,"Journalist Misha Glenny spent several years in a courageous investigation of organized crime networks worldwide, which have grown to an estimated 15% of the global economy. From the Russian mafia, to giant drug cartels, his sources include not just intelligence and law enforcement officials but criminal insiders.",1170,TEDGlobal 2009,1248307200,32,Misha Glenny,Misha Glenny: How global crime networks work,1,1252890000,"[{'id': 8, 'name': 'Informative', 'count': 564}, {'id': 23, 'name': 'Jaw-dropping', 'count': 127}, {'id': 3, 'name': 'Courageous', 'count': 171}, {'id': 24, 'name': 'Persuasive', 'count': 212}, {'id': 22, 'name': 'Fascinating', 'count': 281}, {'id': 7, 'name': 'Funny', 'count': 39}, {'id': 21, 'name': 'Unconvincing', 'count': 39}, {'id': 11, 'name': 'Longwinded', 'count': 42}, {'id': 26, 'name': 'Obnoxious', 'count': 15}, {'id': 10, 'name': 'Inspiring', 'count': 37}, {'id': 25, 'name': 'OK', 'count': 78}, {'id': 2, 'name': 'Confusing', 'count': 20}, {'id': 9, 'name': 'Ingenious', 'count': 15}, {'id': 1, 'name': 'Beautiful', 'count': 4}]","[{'id': 270, 'hero': 'https://pe.tedcdn.com/images/ted/1cffd7f06b5754232bc90a0ca15b1339487d7200_2400x1800.jpg', 'speaker': 'Paul Collier', 'title': 'The ""bottom billion""', 'duration': 1011, 'slug': 'paul_collier_shares_4_ways_to_help_the_bottom_billion', 'viewed_count': 990235}, {'id': 494, 'hero': 'https://pe.tedcdn.com/images/ted/79736_800x600.jpg', 'speaker': 'Jacqueline Novogratz', 'title': 'An escape from poverty', 'duration': 450, 'slug': 'jacqueline_novogratz_on_an_escape_from_poverty', 'viewed_count': 943568}, {'id': 62, 'hero': 'https://pe.tedcdn.com/images/ted/173_480x360.jpg', 'speaker': 'Bjorn Lomborg', 'title': 'Global priorities bigger than climate change', 'duration': 1001, 'slug': 'bjorn_lomborg_sets_global_priorities', 'viewed_count': 1391146}, {'id': 1859, 'hero': 'https://pe.tedcdn.com/images/ted/7c98af4f6a9ec95a1ac761f1aa2b41cd12ad08a2_1600x1200.jpg', 'speaker': 'Rodrigo Canales', 'title': 'The deadly genius of drug cartels', 'duration': 1072, 'slug': 'rodrigo_canales_the_deadly_genius_of_drug_cartels', 'viewed_count': 2225261}, {'id': 712, 'hero': 'https://pe.tedcdn.com/images/ted/135682_800x600.jpg', 'speaker': 'Loretta Napoleoni', 'title': 'The intricate economics of terrorism', 'duration': 944, 'slug': 'loretta_napoleoni_the_intricate_economics_of_terrorism', 'viewed_count': 639995}, {'id': 1656, 'hero': 'https://pe.tedcdn.com/images/ted/d4520528293e225eb073235edc336474ad2bb72c_1600x1200.jpg', 'speaker': 'Wingham Rowan', 'title': 'A new kind of job market', 'duration': 740, 'slug': 'wingham_rowan_a_new_kind_of_job_market', 'viewed_count': 1058838}]",Underworld investigator,"['adventure', 'crime', 'economics', 'global issues', 'narcotics', 'writing']",How global crime networks work,"https://www.ted.com/talks/misha_glenny_investigates_global_crime_networks +","These are grim economic times, fellow TEDsters, grim economic times indeed. And so, I would like to cheer you up with one of the great, albeit largely unknown, commercial success stories of the past 20 years. Comparable, in its own very peculiar way, to the achievements of Microsoft or Google. And it's an industry which has bucked the current recession with equanimity. I refer to organized crime.Now organized crime has been around for a very long time, I hear you say, and these would be wise words, indeed. But in the last two decades, it has experienced an unprecedented expansion, now accounting for roughly 15 percent of the world's GDP. I like to call it the Global Shadow Economy, or McMafia, for short.So what triggered this extraordinary growth in cross-border crime? Well, of course, there is globalization, technology, communications, all that stuff, which we'll talk about a little bit later. But first, I would like to take you back to this event: the collapse of communism. All across Eastern Europe, a most momentous episode in our post-war history.Now it's time for full disclosure. This event meant a great deal to me personally. I had started smuggling books across the Iron Curtain to Democratic opposition groups in Eastern Europe, like Solidarity in Poland, when I was in my teens. I then started writing about Eastern Europe, and eventually I became the BBC's chief correspondent for the region, which is what I was doing in 1989. And so when 425 million people finally won the right to choose their own governments, I was ecstatic, but I was also a touch worried about some of the nastier things lurking behind the wall.It wasn't long, for example, before ethnic nationalism reared its bloody head in Yugoslavia. And amongst the chaos, amidst the euphoria, it took me a little while to understand that some of the people who had wielded power before 1989, in Eastern Europe, continued to do so after the revolutions there. Obviously there were characters like this. But there were also some more unexpected people who played a critical role in what was going on in Eastern Europe.Like this character. Remember these guys? They used to win the gold medals in weightlifting and wrestling, every four years in the Olympics, and they were the great celebrities of communism, with a fabulous lifestyle to go with it. They used to get great apartments in the center of town, casual sex on tap, and they could travel to the West very freely, which was a great luxury at the time. It may come as a surprise, but they played a critical role in the emergence of the market economy in Eastern Europe. Or as I like to call them, they are the midwives of capitalism. Here are some of those same weightlifters after their 1989 makeover.Now in Bulgaria \u2014 this photograph was taken in Bulgaria \u2014 when communism collapsed all over Eastern Europe, it wasn't just communism; it was the state that collapsed as well. That means your police force wasn't working. The court system wasn't functioning properly. So what was a business man in the brave new world of East European capitalism going to do to make sure that his contracts would be honored? Well, he would turn to people who were called, rather prosaically by sociologists, privatized law enforcement agencies. We prefer to know them as the mafia. And in Bulgaria, the mafia was soon joined with 14,000 people who were sacked from their jobs in the security services between 1989 and 1991.Now, when your state is collapsing, your economy is heading south at a rate of knots, the last people you want coming on to the labor market are 14,000 men and women whose chief skills are surveillance, are smuggling, building underground networks and killing people. But that's what happened all over Eastern Europe. Now, when I was working in the 1990s, I spent most of the time covering the appalling conflict in Yugoslavia.And I couldn't help notice that the people who were perpetrating the appalling atrocities, the paramilitary organizations, were actually the same people running the organized criminal syndicates. And I came to think that behind the violence lay a sinister criminal enterprise. And so I resolved to travel around the world examining this global criminal underworld by talking to policemen, by talking to victims, by talking to consumers of illicit goods and services. But above all else, by talking to the gangsters themselves.And the Balkans was a fabulous place to start. Why? Well of course there was the issue of law and order collapsing, but also, as they say in the retail trade, it's location, location, location. And what I noticed at the beginning of my research that the Balkans had turned into a vast transit zone for illicit goods and services coming from all over the world. Heroin, cocaine, women being trafficked into prostitution and precious minerals.And where were they heading? The European Union, which by now was beginning to reap the benefits of globalization, transforming it into the most affluent consumer market in history, eventually comprising some 500 million people. And a significant minority of those 500 million people like to spend some of their leisure time and spare cash sleeping with prostitutes, sticking 50 Euro notes up their nose and employing illegal migrant laborers.Now, organized crime in a globalizing world operates in the same way as any other business. It has zones of production, like Afghanistan and Columbia. It has zones of distribution, like Mexico and the Balkans. And then, of course, it has zones of consumption, like the European Union, Japan and of course, the United States. The zones of production and distribution tend to lie in the developing world, and they are often threatened by appalling violence and bloodshed.Take Mexico, for example. Six thousand people killed there in the last 18 months as a direct consequence of the cocaine trade. But what about the Democratic Republic of Congo? Since 1998, five million people have died there. It's not a conflict you read about much in the newspapers, but it's the biggest conflict on this planet since the Second World War. And why is it? Because mafias from all around the world cooperate with local paramilitaries in order to seize the supplies of the rich mineral resources of the region.In the year 2000, 80 percent of the world's coltan was sourced to the killing fields of the eastern Democratic Republic of Congo. Now, coltan you will find in almost every mobile phone, in almost every laptop and games console. The Congolese war lords were selling this stuff to the mafia in exchange for weapons, and the mafia would then sell it on to Western markets. And it is this Western desire to consume that is the primary driver of international organized crime.Now, let me show you some of my friends in action, caught conveniently on film by the Italian police, and smuggling duty-not-paid cigarettes. Now, cigarettes out the factory gate are very cheap. The European Union then imposes the highest taxes on them in the world. So if you can smuggle them into the E.U., there are very handsome profits to be made, and I want to show you this to demonstrate the type of resources available to these groups.This boat is worth one million Euros when it's new. And it's the fastest thing on European waters. From 1994, for seven years, 20 of these boats made the trip across the Adriatic, from Montenegro to Italy, every single night. And as a consequence of this trade, Britain alone lost eight billion dollars in revenue. And instead that money went to underwrite the wars in Yugoslavia and line the pockets of unscrupulous individuals.Now Italian police, when this trade started, had just two boats which could go at the same speed. And this is very important, because the only way you can catch these guys is if they run out of gas. Sometimes the gangsters would bring with them women being trafficked into prostitution, and if the police intervened, they would hurl the women into the sea so that the police had to go and save them from drowning, rather than chasing the bad guys.So I have shown you this to demonstrate how many boats, how many vessels it takes to catch one of these guys. And the answer is six vessels. And remember, 20 of these speed boats were coming across the Adriatic every single night. So what were these guys doing with all the money they were making?Well, this is where we come to globalization, because that was not just the deregulation of global trade. It was the liberalization of international financial markets. And boy, did that make it easy for the money launderers. The last two decades have been the champagne era for dirty lucre.In the 1990s, we saw financial centers around the world competing for their business, and there was simply no effective mechanism to prevent money laundering. And a lot of licit banks were also happy to accept deposits from very dubious sources without questions being asked.But at the heart of this, is the offshore banking network. Now these things are an essential part of the money laundering parade, and if you want to do something about illegal tax evasion and transnational organized crime, money laundering, you have to get rid of them. On a positive note, we at last have someone in the White House who has consistently spoken out against these corrosive entities.And if anyone is concerned about what I believe is the necessity for new legislation, regulation, effective regulation, I say, let's take a look at Bernie Madoff, who is now going to be spending the rest of his life in jail. Bernie Madoff stole 65 billion dollars. That puts him up there on the Olympus of gangsters with the Colombian cartels and the major Russian crime syndicates, but he did this for decades in the very heart of Wall Street, and no regulator picked up on it. So how many other Madoffs are there on Wall Street or in the city of London, fleecing ordinary folk and money laundering? Well I can tell you, it's quite a few of them.Let me go on to the 101 of international organized crime now. And that is narcotics. Our second marijuana farm photograph for the morning. This one, however, is in central British Columbia where I photographed it. It's one of the tens of thousands of mom-and-pop grow-ops in B.C. which ensure that over five percent of the province's GDP is accounted for by this trade.Now, I was taken by inspector Brian Cantera, of the Royal Canadian Mounted Police, to a cavernous warehouse east of Vancouver to see some of the goods which are regularly confiscated by the RCMP from the smugglers who are sending it, of course, down south to the United States where there is an insatiable market for B.C. Bud, as it's called, in part because it's marketed as organic, which of course goes down very well in California. (Laughter) (Applause)Now, even by the police's admission, this makes not a dent in the profits, really, of the major exporters. Since the beginning of globalization, the global narcotics market has expanded enormously. There has, however, been no concomitant increase in the resources available to police forces.This, however, may all be about to change, because something very strange is going on. The United Nations recognized earlier this \u2014 it was last month actually \u2014 that Canada has become a key area of distribution and production of ecstasy and other synthetic drugs.Interestingly, the market share of heroin and cocaine is going down, because the pills are getting ever better at reproducing their highs. Now that is a game changer, because it shifts production away from the developing world and into the Western world. When that happens, it is a trend which is set to overwhelm our policing capacity in the West. The drugs policy which we've had in place for 40 years is long overdue for a very serious rethink, in my opinion.Now, the recession. Well, organized crime has already adapted very well to the recession. Not surprising, the most opportunistic industry in the whole world. And it has no rules to its regulatory system. Except, of course, it has two business risks: arrest by law enforcement, which is, frankly, the least of their worries, and competition from other groups, i.e. a bullet in the back of the head.What they've done is they've shifted their operations. People don't smoke as much dope, or visit prostitutes quite so frequently during a recession. And so instead, they have invaded financial and corporate crime in a big way, but above all, two sectors, and that is counterfeit goods and cybercrime. And it's been terribly successful. I would like to introduce you to Mr. Pringle. Or perhaps I should say, more accurately, Se\xf1or Pringle.I was introduced to this bit of kit by a Brazilian cybercriminal. We sat in a car on the Avenue Paulista in S\xe3o Paulo, together. Hooked it up to my laptop, and within about five minutes he had penetrated the computer security system of a major Brazilian bank. It's really not that difficult. And it's actually much easier because the fascinating thing about cybercrime is that it's not so much the technology.The key to cybercrime is what we call social engineering. Or to use the technical term for it, there's one born every minute. You would not believe how easy it is to persuade people to do things with their computers which are objectively not in their interest. And it was very soon when the cybercriminals learned that the quickest way to do this, of course, the quickest way to a person's wallet is through the promise of sex and love.I expect some of you remember the ILOVEYOU virus, one of the very great worldwide viruses that came. I was very fortunate when the ILOVEYOU virus came out, because the first person I received it from was an ex-girlfriend of mine. Now, she harbored all sorts of sentiments and emotions towards me at the time, but love was not amongst them. (Laughter) And so as soon as I saw this drop into my inbox, I dispatched it hastily to the recycle bin and spared myself a very nasty infection.So, cybercrime, do watch out for it. One thing that we do know that the Internet is doing is the Internet is assisting these guys. These are mosquitos who carry the malarial parasite which infests our blood when the mosy has had a free meal at our expense.Now, Artesunate is a very effective drug at destroying the parasite in the early days of infection. But over the past year or so, researchers in Cambodia have discovered that what's happening is the malarial parasite is developing a resistance. And they fear that the reason why it's developing a resistance is because Cambodians can't afford the drugs on the commercial market, and so they buy it from the Internet. And these pills contain only low doses of the active ingredient. Which is why the parasite is beginning to develop a resistance.The reason I say this is because we have to know that organized crime impacts all sorts of areas of our lives. You don't have to sleep with prostitutes or take drugs in order to have a relationship with organized crime. They affect our bank accounts. They affect our communications, our pension funds. They even affect the food that we eat and our governments.This is no longer an issue of Sicilians from Palermo and New York. There is no romance involved with gangsters in the 21st Century. This is a mighty industry, and it creates instability and violence wherever it goes. It is a major economic force and we need to take it very, very seriously. It's been a privilege talking to you. Thank you very much. (Applause)" +649531,120,"Anil Gupta is on the hunt for the developing world's unsung inventors -- indigenous entrepreneurs whose ingenuity, hidden by poverty, could change many people's lives. He shows how the Honey Bee Network helps them build the connections they need -- and gain the recognition they deserve.",1375,TEDIndia 2009,1257503160,26,Anil Gupta,Anil Gupta: India's hidden hotbeds of invention,1,1273137600,"[{'id': 9, 'name': 'Ingenious', 'count': 119}, {'id': 22, 'name': 'Fascinating', 'count': 116}, {'id': 10, 'name': 'Inspiring', 'count': 348}, {'id': 24, 'name': 'Persuasive', 'count': 71}, {'id': 3, 'name': 'Courageous', 'count': 44}, {'id': 23, 'name': 'Jaw-dropping', 'count': 48}, {'id': 8, 'name': 'Informative', 'count': 121}, {'id': 1, 'name': 'Beautiful', 'count': 43}, {'id': 25, 'name': 'OK', 'count': 25}, {'id': 11, 'name': 'Longwinded', 'count': 36}, {'id': 21, 'name': 'Unconvincing', 'count': 11}, {'id': 26, 'name': 'Obnoxious', 'count': 3}, {'id': 2, 'name': 'Confusing', 'count': 8}, {'id': 7, 'name': 'Funny', 'count': 3}]","[{'id': 702, 'hero': 'https://pe.tedcdn.com/images/ted/133781_800x600.jpg', 'speaker': 'Anupam Mishra', 'title': 'The ancient ingenuity of water harvesting', 'duration': 1034, 'slug': 'anupam_mishra_the_ancient_ingenuity_of_water_harvesting', 'viewed_count': 833311}, {'id': 642, 'hero': 'https://pe.tedcdn.com/images/ted/117462_800x600.jpg', 'speaker': 'William Kamkwamba', 'title': 'How I harnessed the wind', 'duration': 359, 'slug': 'william_kamkwamba_how_i_harnessed_the_wind', 'viewed_count': 2161913}, {'id': 991, 'hero': 'https://pe.tedcdn.com/images/ted/209416_800x600.jpg', 'speaker': 'R.A. Mashelkar', 'title': 'Breakthrough designs for ultra-low-cost products', 'duration': 1180, 'slug': 'r_a_mashelkar_breakthrough_designs_for_ultra_low_cost_products', 'viewed_count': 622593}, {'id': 1587, 'hero': 'https://pe.tedcdn.com/images/ted/a487529b3454cdad6b1132f2557b8a0560f9419a_1600x1200.jpg', 'speaker': ""Beau Lotto + Amy O'Toole"", 'title': 'Science is for everyone, kids included', 'duration': 925, 'slug': 'beau_lotto_amy_o_toole_science_is_for_everyone_kids_included', 'viewed_count': 1272292}, {'id': 1522, 'hero': 'https://pe.tedcdn.com/images/ted/d129a13d72231bf7afa182b0d3f31695c0c91cc9_1600x1200.jpg', 'speaker': 'Noah Wilson-Rich', 'title': 'Every city needs healthy honey bees', 'duration': 763, 'slug': 'noah_wilson_rich_every_city_needs_healthy_honey_bees', 'viewed_count': 687254}, {'id': 416, 'hero': 'https://pe.tedcdn.com/images/ted/61938_800x600.jpg', 'speaker': 'Dennis vanEngelsdorp', 'title': 'A plea for bees', 'duration': 988, 'slug': 'dennis_vanengelsdorp_a_plea_for_bees', 'viewed_count': 590573}]",Innovation advocate,"['creativity', 'entrepreneur', 'innovation', 'invention', 'poverty']",India's hidden hotbeds of invention,"https://www.ted.com/talks/anil_gupta_india_s_hidden_hotbeds_of_invention +","I bring to you a message from tens of thousands of people \u2014 in the villages, in the slums, in the hinterland of the country \u2014 who have solved problems through their own genius, without any outside help. When our home minister announces a few weeks ago a war on one third of India, about 200 districts that he mentioned were ungovernable, he missed the point. The point that we have been stressing for the last 21 years, the point that people may be economically poor, but they're not poor in the mind. In other words, the minds on the margin are not the marginal minds. That is the message, which we started 31 years ago. And what did it start?Let me just tell you, briefly, my personal journey, which led me to come to this point. In '85, '86, I was in Bangladesh advising the government and the research council there how to help scientists work on the lands, on the fields of the poor people, and how to develop research technologies, which are based on the knowledge of the people. I came back in '86. I had been tremendously invigorated by the knowledge and creativity that I found in that country, which had 60 percent landlessness but amazing creativity. I started looking at my own work: The work that I had done for the previous 10 years, almost every time, had instances of knowledge that people had shared.Now, I was paid in dollars as a consultant, and I looked at my income tax return and tried to ask myself: ""Is there a line in my return, which shows how much of this income has gone to the people whose knowledge has made it possible? Was it because I'm brilliant that I'm getting this reward, or because of the revolution? Is it that I write very well? Is it that I articulate very well? Is it that I analyze the data very well? Is it because I'm a professor, and, therefore, I must be entitled to this reward from society?"" I tried to convince myself that, ""No, no, I have worked for the policy changes. You know, the public policy will become more responsive to the needs of the poor, and, therefore I think it's okay."" But it appeared to me that all these years that I'd been working on exploitation \u2014 exploitation by landlords, by moneylenders, by traders \u2014 gave me an insight that probably I was also an exploiter, because there was no line in my income tax return which showed this income accrued because of the brilliance of the people \u2014 those people who have shared their knowledge and good faith and trust with me \u2014 and nothing ever went back to them. So much so, that much of my work till that time was in the English language.The majority of the people from whom I learned didn't know English. So what kind of a contributor was I? I was talking about social justice, and here I was, a professional who was pursuing the most unjust act \u2014 of taking knowledge from the people, making them anonymous, getting rent from that knowledge by sharing it and doing consultancy, writing papers and publishing them in the papers, getting invited to the conferences, getting consultancies and whatever have you. So then, a dilemma rose in the mind that, if I'm also an exploiter, then this is not right; life cannot go on like that. And this was a moment of great pain and trauma because I couldn't live with it any longer. So I did a review of ethical dilemma and value conflicts and management research, wrote, read about 100 papers. And I came to the conclusion that while dilemma is unique, dilemma is not unique; the solution had to be unique.And one day \u2014 I don't know what happened \u2014 while coming back from the office towards home, maybe I saw a honey bee or it occurred to my mind that if I only could be like the honey bee, life would be wonderful. What the honey bee does: it pollinates, takes nectar from the flower, pollinates another flower, cross-pollinates. And when it takes the nectar, the flowers don't feel shortchanged. In fact, they invite the honey bees through their colors, and the bees don't keep all the honey for themselves. These are the three guiding principles of the Honey Bee Network: that whenever we learn something from people it must be shared with them in their language. They must not remain anonymous.And I must tell you that after 20 years, I have not made one percent of change in the professional practice of this art. That is a great tragedy \u2014 which I'm carrying still with me and I hope that all of you will carry this with you \u2014 that the profession still legitimizes publication of knowledge of people without attributing them by making them anonymous. The research guidelines of U.S. National Academy of Sciences or Research Councils of the U.K. or of Indian Councils of Science Research do not require that whatever you learn from people, you must share back with them. We are talking about an accountable society, a society that is fair and just, and we don't even do justice in the knowledge market. And India wants to be a knowledge society. How will it be a knowledge society? So, obviously, you cannot have two principles of justice, one for yourself and one for others. It must be the same. You cannot discriminate. You cannot be in favor of your own values, which are at a distance from the values that you espouse. So, fairness to one and to the other is not divisible.Look at this picture. Can you tell me where has it been taken from, and what is it meant for? Anybody? I'm a professor; I must quiz you. (Laughter) Anybody? Any guess at all? Pardon? (Audience Member: Rajasthan.) Anil Gupta: But what has it been used for? What has it been used for? (Murmuring) Pardon? You know, you're so right. We must give him a hand, because this man knows how insensitive our government is. Look at this. This is the site of the government of India. It invites tourists to see the shame of our country. I'm so sorry to say that. Is this a beautiful picture or is it a terrible picture? It depends upon how you look at the life of the people. If this woman has to carry water on her head for miles and miles and miles, you cannot be celebrating that. We should be doing something about it. And let me tell you, with all the science and technology at our command, millions of women still carry water on their heads. And we do not ask this question.You must have taken tea in the morning. Think for a minute. The leaves of the tea, plucked from the bushes; you know what the action is? The action is: The lady picks up a few leaves, puts them in the basket on the backside. Just do it 10 times; you will realize the pain in this shoulder. And she does it a few thousand times every day. The rice that you ate in the lunch, and you will eat today, is transplanted by women bending in a very awkward posture, millions of them, every season, in the paddy season, when they transplant paddy with their feet in the water. And feet in the water will develop fungus, infections, and that infection pains because then other insects bite that point. And every year, 99.9 percent of the paddy is transplanted manually. No machines have been developed.So the silence of scientists, of technologists, of public policy makers, of the change agent, drew our attention that this is not on, this is not on; this is not the way society will work. This is not what our parliament would do. You know, we have a program for employment: One hundred, 250 million people have to be given jobs for 100 days by this great country. Doing what? Breaking stones, digging earth. So we asked a question to the parliament: Do poor have heads? Do poor have legs, mouth and hands, but no head?So Honey Bee Network builds upon the resource in which poor people are rich. And what has happened? An anonymous, faceless, nameless person gets in contact with the network, and then gets an identity. This is what Honey Bee Network is about. And this network grew voluntarily, continues to be voluntary, and has tried to map the minds of millions of people of our country and other parts of the world who are creative. They could be creative in terms of education, they may be creative in terms of culture, they may be creative in terms of institutions; but a lot of our work is in the field of technological creativity, the innovations, either in terms of contemporary innovations, or in terms of traditional knowledge. And it all begins with curiosity. It all begins with curiosity.This person, whom we met \u2014 and you will see it on the website, www.sristi.org \u2014 this tribal person, he had a wish. And he said, ""If my wish gets fulfilled"" \u2014 somebody was sick and he had to monitor \u2014 ""God, please cure him. And if you cure him, I will get my wall painted."" And this is what he got painted. Somebody was talking yesterday about Maslowian hierarchy. There could be nothing more wrong than the Maslowian model of hierarchy of needs because the poorest people in this country can get enlightenment. Kabir, Rahim, all the great Sufi saints, they were all poor people, and they had a great reason. (Applause) Please do not ever think that only after meeting your physiological needs and other needs can you be thinking about your spiritual needs or your enlightenment. Any person anywhere is capable of rising to that highest point of attainment, only by the resolve that they have in their mind that they must achieve something.Look at this. We saw it in Shodh Yatra. Every six months we walk in different parts of the country. I've walked about 4,000 kilometers in the last 12 years. So on the wayside we found these dung cakes, which are used as a fuel. Now, this lady, on the wall of the dung cake heap, has made a painting. That's the only space she could express her creativity. And she's so marvelous. Look at this lady, Ram Timari Devi, on a grain bin. In Champaran, we had a Shodh Yatra and we were walking in the land where Gandhiji went to hear about the tragedy, pain of indigo growers. Bhabi Mahato in Purulia and Bankura. Look at what she has done. The whole wall is her canvas. She's sitting there with a broom. Is she an artisan or an artist? Obviously she's an artist; she's a creative person. If we can create markets for these artists, we will not have to employ them for digging earth and breaking stones. They will be paid for what they are good at, not what they're bad at. (Applause)Look at what Rojadeen has done. In Motihari in Champaran, there are a lot of people who sell tea on the shack and, obviously, there's a limited market for tea. Every morning you have tea, as well as coffee. So he thought, why don't I convert a pressure cooker into a coffee machine? So this is a coffee machine. Just takes a few hundred rupees. People bring their own cooker, he attaches a valve and a steam pipe, and now he gives you espresso coffee. (Laughter) Now, this is a real, affordable coffee percolator that works on gas. (Applause) Look at what Sheikh Jahangir has done. A lot of poor people do not have enough grains to get ground. So this fellow is bringing a flour-grinding machine on a two-wheeler. If you have 500 grams, 1000, one kilogram, he will grind it for it for you; the flourmill will not grind such a small quantity.Please understand the problem of poor people. They have needs which have to be met efficiently in terms of energy, in terms of cost, in terms of quality. They don't want second-standard, second-quality outputs. But to be able to give them high-quality output you need to adapt technology to their needs. And that is what Sheikh Jahangir did. But that's not enough, what he did. Look at what he did here. If you have clothes, and you don't have enough time to wash them, he brought a washing machine to your doorstep, mounted on a two-wheeler. So here's a model where a two-wheeler washing machine ... He is washing your clothes and drying them at your doorstep. (Applause) You bring your water, you bring your soap, I wash the clothes for you. Charge 50 paisa, one rupee for you per lot, and a new business model can emerge. Now, what we need is, we need people who will be able to scale them up.Look at this. It looks like a beautiful photograph. But you know what it is? Can anybody guess what it is? Somebody from India would know, of course. It's a tawa. It's a hot plate made of clay. Now, what is the beauty in it? When you have a non-stick pan, it costs about, maybe, 250 rupees, five dollars, six dollars. This is less than a dollar and this is non-stick; it is coated with one of these food-grade materials. And the best part is that, while you use a costly non-stick pan, you eat the so-called Teflon or Teflon-like material because after some time the stuff disappears. Where has it gone? It has gone in your stomach. It was not meant for that. (Laughter) You know? But here in this clay hot plate, it will never go into your stomach. So it is better, it is safer; it is affordable, it is energy-efficient. In other words, solutions by the poor people need not be cheaper, need not be, so-called, jugaad, need not be some kind of makeshift arrangement.They have to be better, they have to be more efficient, they have to be affordable. And that is what Mansukh Bhai Prajapati has done. He has designed this plate with a handle. And now with one dollar, you can afford a better alternative than the people market is offering you. This lady, she developed a herbal pesticide formulation. We filed the patent for her, the National Innovation Foundation. And who knows? Somebody will license this technology and develop marketable products, and she would get revenue. Now, let me mention one thing: I think we need a polycentric model of development, where a large number of initiatives in different parts of the country, in different parts of the world, would solve the needs of locality in a very efficient and adaptive manner. Higher the local fit, greater is the chance of scaling up.In the scaling up, there's an inherent inadequacy to match the needs of the local people, point by point, with the supply that you're making. So why are people willing to adjust with that mismatch? Things can scale up, and they have scaled up. For example, cell phones: We have 400 million cellphones in this country. Now, it is possible that I use only two buttons on the cellphone, only three options on the cellphone. It has 300 options, I'm paying for 300; I'm using only three but I'm willing to live with it, therefore it is scaling up. But if I had to get a match to match, obviously, I would need a different design of a cellphone. So what we're saying is that scalability should not become an enemy of sustainability. There must be a place in the world for solutions that are only relevant for a locality, and yet, one can be able to fund them.One of the greatest studies that we've been finding is that many times investors would ask this question \u2014 ""What is a scalable model?"" \u2014 as if the need of a community, which is only located in a space and time and has those needs only located in those places, has no legitimate right to get them for free because it's not part of a larger scale. So either you sub-optimize your needs to a larger scale or else you remain out. Now, the eminent model, the long-tail model tells you that small sales of a large number of books, for example, having only a few copies sold can still be a viable model. And we must find a mechanism where people will pool in the portfolio, will invest in the portfolio, where different innovations will go to a small number of people in their localities, and yet, the overall platform of the model will become viable.Look at what he is doing. Saidullah Sahib is an amazing man. At the age of 70, he is linking up something very creative.(Music)Saidullah Sahib: I couldn't wait for the boat. I had to meet my love. My desperation made me an innovator. Even love needs help from technology. Innovation is the light of my wife, Noor. New inventions are the passion of my life. My technology.(Applause)AG: Saidulluh Sahib is in Motihari, again in Champaran. Wonderful human being, but he stills sells, at this age, honey on a cycle to earn his livelihood, because we haven't been able to convince the water park people, the lake people, in [unclear] operations. And we have not been able to convince the fire brigade people in Mumbai \u2014 where there was a flood a few years ago and people had to walk 20 kilometers, wading in the water \u2014 that, look, you should have this cycle in your fire brigade office because you can then go to those lanes where your buses will not go, where your transport will not go. So we have not yet cracked the problem of making it available as a rescue device, as a vending device during the floods in eastern India, when you have to deliver things to people in different islands where they're marooned. But the idea has a merit. The idea has a merit.What has Appachan done? Appachan, unfortunately, is no more, but he has left behind a message. A very powerful messageAppachan: I watch the world wake up every day.(Music)It's not that a coconut fell on my head, and I came upon this idea. With no money to fund my studies, I scaled new heights. Now, they call me the local Spiderman. My technology.(Applause)AG: Many of you might not realize and believe that we have sold this product internationally \u2014 what I call a G2G model, grassroots to global. And a professor in the University of Massachusetts, in the zoology department, bought this climber because she wanted to study the insect diversity of the top of the tree canopy. And this device makes it possible for her to take samples from a larger number of palms, rather than only a few, because otherwise she had to make a big platform and then climb her [unclear] would climb on that. So, you know, we are advancing the frontiers of science.Remya Jose has developed ... you can go to the YouTube and find India Innovates and then you will find these videos. Innovation by her when she was in class 10th: a washing machine-cum-exercising machine. Mr. Kharai who is a physically challenged person, one and a half foot height, only. But he has modified a two-wheeler so that he can get autonomy and freedom and flexibility. This innovation is from the slums of Rio. And this person, Mr. Ubirajara. We were talking about, my friends in Brazil, how we scale up this model in China and Brazil. And we have a very vibrant network in China, particularly, but also emerging in Brazil and other parts of the world. This stand on the front wheel, you will not find on any cycle. India and China have the largest number of cycles. But this innovation emerged in Brazil.The point is, none of us should be parochial, none of us should be so nationalistic to believe that all good ideas will come only from our country. No, we have to have the humility to learn from knowledge of economically poor people, wherever they are. And look at this whole range of cycle-based innovations: cycle that's a sprayer, cycle that generates energy from the shocks on the road. I can't change the condition of the road, but I can make the cycle run faster. That is what Kanak Das has done. And in South Africa, we had taken our innovators, and many of us had gone there share with the colleagues in South Africa as to how innovation can become a means of liberation from the drudgery that people have. And this is a donkey cart which they modified. There's an axle here, of 30, 40 kg, serving no purpose. Remove it, the cart needs one donkey less.This is in China. This girl needed a breathing apparatus. These three people in the village sat down and decided to think, ""How do we elongate the life of this girl of our village?"" They were not related to her, but they tried to find out, ""How can we use ... "" They used a cycle, they put together a breathing apparatus. And this breathing apparatus now saved the life, and she's very welcome.There's a whole range of innovations that we have. A car, which runs on compressed air with six paisa per kilometer. Assam, Kanak Gogoi. And you would not find this car in U.S. or Europe, but this is available in India. Now, this lady, she used to do the winding of the yarn for Pochampally Saree. In one day, 18,000 times, she had to do this winding to generate two sarees. This is what her son has done after seven years of struggle. She said, ""Change your profession."" He said, ""I can't. This is the only thing I know, but I'll invent a machine, which will solve your problem."" And this is what he did, a sewing machine in Uttar Pradesh. So, this is what SRISTI is saying: ""Give me a place to stand, and I will move the world.""I will just tell you that we are also doing a competition among children for creativity, a whole range of things. We have sold things all over the world, from Ethiopia to Turkey to U.S. to wherever. Products have gone to the market, a few. These are the people whose knowledge made this Herbavate cream for eczema possible. And here, a company which licensed this herbal pesticide put a photograph of the innovator on the packing so that every time a user uses it, it asks the user, ""You can also be an innovator. If you have an idea, send it back to us."" So, creativity counts, knowledge matters, innovations transform, incentives inspire. And incentives: not just material, but also non-material incentives.Thank you.(Applause)" +1015849,14,"Meet Sharon Terry, a former college chaplain and stay-at-home mom who took the medical research world by storm when her two young children were diagnosed with a rare disease known as pseudoxanthoma elasticum (PXE). In this knockout talk, Terry explains how she and her husband became citizen scientists, working midnight shifts at the lab to find the gene behind PXE and establishing mandates that require researchers to share biological samples and work together.",902,TEDMED 2016,1480464000,13,Sharon Terry,Sharon Terry: Science didn't understand my kids' rare disease until I decided to study it,1,1497538817,"[{'id': 3, 'name': 'Courageous', 'count': 113}, {'id': 10, 'name': 'Inspiring', 'count': 150}, {'id': 24, 'name': 'Persuasive', 'count': 48}, {'id': 22, 'name': 'Fascinating', 'count': 28}, {'id': 1, 'name': 'Beautiful', 'count': 54}, {'id': 25, 'name': 'OK', 'count': 7}, {'id': 23, 'name': 'Jaw-dropping', 'count': 11}, {'id': 8, 'name': 'Informative', 'count': 56}, {'id': 9, 'name': 'Ingenious', 'count': 17}, {'id': 7, 'name': 'Funny', 'count': 1}, {'id': 11, 'name': 'Longwinded', 'count': 3}, {'id': 2, 'name': 'Confusing', 'count': 0}, {'id': 21, 'name': 'Unconvincing', 'count': 0}, {'id': 26, 'name': 'Obnoxious', 'count': 0}]","[{'id': 2627, 'hero': 'https://pe.tedcdn.com/images/ted/806fae883bd8d18133ee02ba5f67152396d9864a_2880x1620.jpg', 'speaker': 'Jennifer Brea', 'title': ""What happens when you have a disease doctors can't diagnose"", 'duration': 1027, 'slug': 'jen_brea_what_happens_when_you_have_a_disease_doctors_can_t_diagnose', 'viewed_count': 1406588}, {'id': 2663, 'hero': 'https://pe.tedcdn.com/images/ted/fb2f9348098ef1726ee090f63612c0f729ffa2a4_2880x1620.jpg', 'speaker': 'Alejandro S\xe1nchez Alvarado', 'title': 'To solve old problems, study new species', 'duration': 759, 'slug': 'alejandro_sanchez_alvarado_to_solve_old_problems_study_new_species', 'viewed_count': 1059219}, {'id': 2735, 'hero': 'https://pe.tedcdn.com/images/ted/71ecfcc687ee20218afce92ea0dc23c6456e35e0_2880x1620.jpg', 'speaker': 'David Casarett', 'title': ""A doctor's case for medical marijuana"", 'duration': 907, 'slug': 'david_casarett_a_doctor_s_case_for_medical_marijuana', 'viewed_count': 1114327}, {'id': 2004, 'hero': 'https://pe.tedcdn.com/images/ted/70ee482d06c15e4d3f7db396870384ab35294218_1600x1200.jpg', 'speaker': 'Stephen Friend', 'title': 'The hunt for ""unexpected genetic heroes""', 'duration': 639, 'slug': 'stephen_friend_the_hunt_for_unexpected_genetic_heroes', 'viewed_count': 959413}, {'id': 2842, 'hero': 'https://pe.tedcdn.com/images/ted/61431a6a6184b8f62bc9e27705d1b9f8429541cf_2880x1620.jpg', 'speaker': 'Susan Pinker', 'title': 'The secret to living longer may be your social life', 'duration': 962, 'slug': 'susan_pinker_the_secret_to_living_longer_may_be_your_social_life', 'viewed_count': 1159402}, {'id': 1481, 'hero': 'https://pe.tedcdn.com/images/ted/d23d30480f358b5c72c90c39fca4a01742dacb6e_800x600.jpg', 'speaker': 'Ivan Oransky', 'title': 'Are we over-medicalized?', 'duration': 624, 'slug': 'ivan_oransky_are_we_over_medicalized', 'viewed_count': 641214}]",Citizen biomedical researcher,"['Bioethics', 'DNA', 'TEDMED', 'biology', 'children', 'collaboration', 'disease', 'epidemiology', 'genetics', 'health', 'humanity', 'illness', 'medical research', 'medicine', 'parenting', 'science']",Science didn't understand my kids' rare disease until I decided to study it,"https://www.ted.com/talks/sharon_terry_science_didn_t_understand_my_kids_rare_disease_until_i_decided_to_study_it +","The best Christmas my children ever had was also the worst Christmas my husband and I ever had. Elizabeth, age seven, and her brother, Ian, age five, couldn't imagine why they were getting everything they wanted for Christmas. The reason Santa was so generous was because of something my husband Pat and I knew and the kids couldn't comprehend. Something that we had just learned, and it terrified us.This was 1994 and the story actually starts a few years earlier. For a couple of years I had noticed a rash on the sides of Elizabeth's neck that looked like prickly heat. For those same years, my father and brother both died of cancer, and I was probably overanxious about illness. The doctors assured us there was nothing wrong and I shouldn't worry, but I wasn't so sure. And so without a referral, and paying out-of-pocket, I took Elizabeth to a dermatologist. She was probably just allergic to something, but why did it appear just on the sides of her neck, this rash?So it's two days before Christmas, 1994, and the dermatologist takes a quick look at her neck and says, ""She has pseudoxanthoma elasticum."" And then he shuts off the lights and looks in her eyes. It turns out, by chance, this dermatologist also trained in ophthalmology. Our lucky day. I am sick to my stomach. ""Oma?"" Oma's like melanoma, lymphoma \u2014 cancer. ""Why are you looking in her eyes for a skin rash?"" I scream and make no sound.So there it is. Elizabeth has pseudoxanthoma elasticum, PXE for short. Questions mix with fear and erupt like bile in my throat. Why are you looking in her eyes? What do you know about this? How do you know for sure? What is the prognosis? My training in pastoral counseling did not prepare me for this.Dr. Bercovitch tells us everything he knows about PXE. It's a rare genetic disorder, it's systemic, it's a slowly progressing, premature aging disease. It causes loose wrinkly skin in the flexor areas. It causes legal blindness, like macular degeneration, and a host of cardiovascular problems. Little is known about this disease, and some people die in their 30s, say some of the reports at the time. He then just glances at our son and says, ""He has it, too."" We want to flee back to the land of normal.Two days after Christmas, researchers come from a university in Boston, and they take blood from us and our children for a research project focused on finding the gene. A few days later, researchers come from a medical center in New York and say they want blood, too. ""These are children. They're five and seven years old. Don't make them face the needle twice. Go and get your share from the other researchers."" They laugh, incredulous. ""Share?"" It is then that we learn that there is little sharing in biomedical research.This moment, more than any other, lit a fire beneath my husband Pat and me. Pat and I went to a medical school library and we copied every article we could find on PXE. We didn't understand a thing. We bought medical dictionaries and scientific textbooks and read everything we could get our hands on. And though we still didn't understand, we could see patterns, and it became quickly apparent within a month that there was no systematic effort to understand PXE.In addition, the lack of sharing that we experienced was pervasive. Researchers competed with each other because the ecosystem was designed to reward competition rather than to alleviate suffering. We realized that we would have to do work on this condition ourselves to find solutions for ourselves and others like us. But we faced two major barriers. The first one: Pat and I have no science background. At the time, he's the manager of a construction company, and I'm a former college chaplain stay-at-home mom \u2014 hardly the backgrounds to take the research world by storm. The second barrier: researchers don't share. People told us you can't herd cats. Well, yes you can if you move their food.(Laughter)(Applause)DNA and clinical data is the food. So we would collect blood and medical histories, and require that all scientists using these resources would share results with each other and with the people who donated.Well before the internet was in common use, Pat and I established PXE International, a nonprofit dedicated to initiating research and conducting it on PXE and also supporting individuals with the disease. Using traditional media, we garnered around 100-150 people around the world who we asked, would you give us your blood, your tissue, your medical histories, your medical records? And we brought all of that together.We quickly learned that this shared resource was not going to be enough. And so we decided we had to do hardcore bench science \u2014 hardcore research. So we borrowed bench space at a lab at Harvard. A wonderful neighbor came a couple times a week and sat with the kids from 8pm to 2am while Pat and I extracted DNA, ran and scored gels and searched for the gene. Generous postdocs tutored us as we went along. Within a few years, we found the gene. We patented it so that it would be freely available. We created a diagnostic test. We put together a research consortium. We held research meetings and opened a center of excellence. We found more than 4,000 people around the world who had PXE, and held patient meetings and did clinical trials and studies.Through all this, we lived with fear. Fear of the disease breathing down our neck while the clock ticked. Fear of researchers, so well credentialed and positioned in a world made for them. Fear that we were making the wrong choices. Fear that the naysayers were right and the cats would simply find a new food. But greater than all these fears was our drive to make a difference for our kids and for all those we had met along the way. And very quickly, we also realized what we were doing for one disease, we should do for all diseases.We joined with, and I eventually led, Genetic Alliance \u2014 a network of health advocacy, patient advocacy, research and health organizations. We built scalable and extensible resources, like biobanks and registries and directories of support for all diseases. And as I learned about all those diseases and all those disease communities, I realized that there were two secrets in health care that were impacting me greatly. The first: there are no ready answers for people like my kids or all the people I was working with, whether common or rare conditions. And the second secret: the answers lie in all of us together, donating our data, our biological samples and ultimately ourselves.There is a small groundswell of individuals who are working to change this. Citizen scientists, activists, hacks who are using crowdsourcing, do-it-yourself science are changing the game. Even President Obama and Vice President Biden are evangelists for the idea that people should be partners in research. This is a founding principle of our organization. Sure, it's really hard to discover and develop interventions and therapies. The science is hard, the regulatory regime is difficult. There are a lot of stakeholders with lots of interests and misaligned incentives like publishing, promotion and tenure. I don't fault scientists for following this path, but I challenge them and us to do this differently. To recognize that people are at the center.Genetic Alliance has experimented in what it will take to transform these crusty systems. Our goal is to work without boundaries. That sounds abstract, but for us it's quite practical. When we're frustrated that entities won't share data \u2014 data that comes from people who gave their energy, their time, their blood and even their tears \u2014 we need to stop and ask, ""How is it true that we could share, but we aren't?"" We're part of this system, too. How do we make it so that people can share ideas freely? So that people can take risks and move closer to one another?This leads to a dissolving of us versus them, not only for organizations but also for individuals. If I'm going to ask organizations or individuals to strive for these standards, then I too need to explore my own being and my practices. If I'm going to ask clinicians and researchers and administrators to take risks, then I, Sharon, need to take risks as well. I need to face my personal fears. My fear of not having enough impact. My fear of not leading well. My fear of not being enough.Just before they entered their teens, our kids stopped us in our tracks and said, ""You have to stop worrying about making a difference, making an impact, and instead, like us, learn to live with disease rather than fight it."" I have to ask, where does all my fear come from? The kids' declaration shines a spotlight on that fear. It arises from a bedrock of love. I love Elizabeth and Ian. I love people with PXE. I love people with any disease. I love people. Some of my colleagues have discovered that it is not death we fear, it is the enormity of our loving. This expansive love opens me to great pain as I face loss.As I discover my fear, I discover that I and all those around me have boundless capacity for love. And I also discover as I move into this fear, that I can learn many new things and find paths to things like practical solutions as well as the core of healing and health.I don't fear fear the way I used to. In fact lately, with enormous support from all my fellow journeyers, I notice that it's not a warning the way it used to be. I notice that instead, it's an invitation to go forward because in it lies love and the path to greater love. If I turn with gentle curiosity toward that fear, I find enormous wealth within myself and others and the ability to step into challenges that I never thought I could.My kids are ahead of me on that path still. At ages 29 and 27, they declare they are happy and healthy despite having manifestations of PXE in their skin and eyes and arteries. And so I invite you, us, we, to turn toward our fear; to embrace the things that scare us and find the love at the center. We'll not only find ourselves there but we'll also be able to step into the shoes of those we fear and those who fear us. If we breathe into that fear and are vulnerable with the systems and people who challenge us, our power as changemakers grows exponentially. And when we realize that working on our inner life is working on our outer life and outer work is inner work, we get down to what is real and shit gets done.(Laughter)There is no limit to what we can accomplish together.Thank you.(Applause)" +3951683,359,"People often credit their ideas to individual ""Eureka!"" moments. But Steven Johnson shows how history tells a different story. His fascinating tour takes us from the ""liquid networks"" of London's coffee houses to Charles Darwin's long, slow hunch to today's high-velocity web.",1065,TEDGlobal 2010,1279152000,33,Steven Johnson,Steven Johnson: Where good ideas come from,1,1285059000,"[{'id': 25, 'name': 'OK', 'count': 298}, {'id': 10, 'name': 'Inspiring', 'count': 1404}, {'id': 22, 'name': 'Fascinating', 'count': 1014}, {'id': 24, 'name': 'Persuasive', 'count': 473}, {'id': 7, 'name': 'Funny', 'count': 230}, {'id': 8, 'name': 'Informative', 'count': 970}, {'id': 23, 'name': 'Jaw-dropping', 'count': 97}, {'id': 9, 'name': 'Ingenious', 'count': 381}, {'id': 11, 'name': 'Longwinded', 'count': 80}, {'id': 1, 'name': 'Beautiful', 'count': 115}, {'id': 3, 'name': 'Courageous', 'count': 35}, {'id': 21, 'name': 'Unconvincing', 'count': 52}, {'id': 26, 'name': 'Obnoxious', 'count': 16}, {'id': 2, 'name': 'Confusing', 'count': 19}]","[{'id': 61, 'hero': 'https://pe.tedcdn.com/images/ted/383_480x360.jpg', 'speaker': 'Steven Johnson', 'title': 'How the ""ghost map"" helped end a killer disease', 'duration': 603, 'slug': 'steven_johnson_tours_the_ghost_map', 'viewed_count': 684524}, {'id': 362, 'hero': 'https://pe.tedcdn.com/images/ted/371_480x360.jpg', 'speaker': 'Steven Johnson', 'title': 'The Web as a city', 'duration': 990, 'slug': 'steven_johnson_on_the_web_as_a_city', 'viewed_count': 344624}, {'id': 915, 'hero': 'https://pe.tedcdn.com/images/ted/183707_800x600.jpg', 'speaker': 'Matt Ridley', 'title': 'When ideas have sex', 'duration': 986, 'slug': 'matt_ridley_when_ideas_have_sex', 'viewed_count': 2156157}, {'id': 1919, 'hero': 'https://pe.tedcdn.com/images/ted/df79640770a6974c2178e1708747a144c43ca7d1_1600x1200.jpg', 'speaker': 'Dan Berkenstock', 'title': 'The world is one big dataset. Now, how to photograph it ...', 'duration': 584, 'slug': 'dan_berkenstock_the_world_is_one_big_dataset_now_how_to_photograph_it', 'viewed_count': 835997}, {'id': 2639, 'hero': 'https://pe.tedcdn.com/images/ted/76451cbf9527b6415dfba664e2bcda44915aea1b_2880x1620.jpg', 'speaker': 'Natalie Panek', 'title': ""Let's clean up the space junk orbiting Earth"", 'duration': 615, 'slug': 'natalie_panek_let_s_clean_up_the_space_junk_orbiting_earth', 'viewed_count': 962375}, {'id': 1982, 'hero': 'https://pe.tedcdn.com/images/ted/67d7f2aea88544ae4a18367cf997ea4f487b54ac_2880x1620.jpg', 'speaker': 'Will Marshall', 'title': 'Tiny satellites show us the Earth as it changes in near-real-time', 'duration': 481, 'slug': 'will_marshall_teeny_tiny_satellites_that_photograph_the_entire_planet_every_day', 'viewed_count': 1701724}]",Writer,"['collaboration', 'innovation', 'novel', 'science', 'technology']",Where good ideas come from,"https://www.ted.com/talks/steven_johnson_where_good_ideas_come_from +","Just a few minutes ago, I took this picture about 10 blocks from here. This is the Grand Cafe here in Oxford. I took this picture because this turns out to be the first coffeehouse to open in England in 1650. That's its great claim to fame, and I wanted to show it to you, not because I want to give you the kind of Starbucks tour of historic England, but rather because the English coffeehouse was crucial to the development and spread of one of the great intellectual flowerings of the last 500 years, what we now call the Enlightenment.And the coffeehouse played such a big role in the birth of the Enlightenment, in part, because of what people were drinking there. Because, before the spread of coffee and tea through British culture, what people drank \u2014 both elite and mass folks drank \u2014 day-in and day-out, from dawn until dusk was alcohol. Alcohol was the daytime beverage of choice. You would drink a little beer with breakfast and have a little wine at lunch, a little gin \u2014 particularly around 1650 \u2014 and top it off with a little beer and wine at the end of the day. That was the healthy choice \u2014 right \u2014 because the water wasn't safe to drink. And so, effectively until the rise of the coffeehouse, you had an entire population that was effectively drunk all day. And you can imagine what that would be like, right, in your own life \u2014 and I know this is true of some of you \u2014 if you were drinking all day, and then you switched from a depressant to a stimulant in your life, you would have better ideas. You would be sharper and more alert. And so it's not an accident that a great flowering of innovation happened as England switched to tea and coffee.But the other thing that makes the coffeehouse important is the architecture of the space. It was a space where people would get together from different backgrounds, different fields of expertise, and share. It was a space, as Matt Ridley talked about, where ideas could have sex. This was their conjugal bed, in a sense \u2014 ideas would get together there. And an astonishing number of innovations from this period have a coffeehouse somewhere in their story.I've been spending a lot of time thinking about coffeehouses for the last five years, because I've been kind of on this quest to investigate this question of where good ideas come from. What are the environments that lead to unusual levels of innovation, unusual levels of creativity? What's the kind of environmental \u2014 what is the space of creativity? And what I've done is I've looked at both environments like the coffeehouse; I've looked at media environments, like the world wide web, that have been extraordinarily innovative; I've gone back to the history of the first cities; I've even gone to biological environments, like coral reefs and rainforests, that involve unusual levels of biological innovation; and what I've been looking for is shared patterns, kind of signature behavior that shows up again and again in all of these environments. Are there recurring patterns that we can learn from, that we can take and kind of apply to our own lives, or our own organizations, or our own environments to make them more creative and innovative? And I think I've found a few.But what you have to do to make sense of this and to really understand these principles is you have to do away with a lot of the way in which our conventional metaphors and language steers us towards certain concepts of idea-creation. We have this very rich vocabulary to describe moments of inspiration. We have the kind of the flash of insight, the stroke of insight, we have epiphanies, we have ""eureka!"" moments, we have the lightbulb moments, right? All of these concepts, as kind of rhetorically florid as they are, share this basic assumption, which is that an idea is a single thing, it's something that happens often in a wonderful illuminating moment.But in fact, what I would argue and what you really need to kind of begin with is this idea that an idea is a network on the most elemental level. I mean, this is what is happening inside your brain. An idea \u2014 a new idea \u2014 is a new network of neurons firing in sync with each other inside your brain. It's a new configuration that has never formed before. And the question is: how do you get your brain into environments where these new networks are going to be more likely to form? And it turns out that, in fact, the kind of network patterns of the outside world mimic a lot of the network patterns of the internal world of the human brain.So the metaphor I'd like the use I can take from a story of a great idea that's quite recent \u2014 a lot more recent than the 1650s. A wonderful guy named Timothy Prestero, who has a company called ... an organization called Design That Matters. They decided to tackle this really pressing problem of, you know, the terrible problems we have with infant mortality rates in the developing world. One of the things that's very frustrating about this is that we know, by getting modern neonatal incubators into any context, if we can keep premature babies warm, basically \u2014 it's very simple \u2014 we can halve infant mortality rates in those environments. So, the technology is there. These are standard in all the industrialized worlds. The problem is, if you buy a $40,000 incubator, and you send it off to a mid-sized village in Africa, it will work great for a year or two years, and then something will go wrong and it will break, and it will remain broken forever, because you don't have a whole system of spare parts, and you don't have the on-the-ground expertise to fix this $40,000 piece of equipment. And so you end up having this problem where you spend all this money getting aid and all these advanced electronics to these countries, and then it ends up being useless.So what Prestero and his team decided to do is to look around and see: what are the abundant resources in these developing world contexts? And what they noticed was they don't have a lot of DVRs, they don't have a lot of microwaves, but they seem to do a pretty good job of keeping their cars on the road. There's a Toyota Forerunner on the street in all these places. They seem to have the expertise to keep cars working. So they started to think, ""Could we build a neonatal incubator that's built entirely out of automobile parts?"" And this is what they ended up coming with. It's called a ""neonurture device."" From the outside, it looks like a normal little thing you'd find in a modern, Western hospital. In the inside, it's all car parts. It's got a fan, it's got headlights for warmth, it's got door chimes for alarm \u2014 it runs off a car battery. And so all you need is the spare parts from your Toyota and the ability to fix a headlight, and you can repair this thing. Now, that's a great idea, but what I'd like to say is that, in fact, this is a great metaphor for the way that ideas happen. We like to think our breakthrough ideas, you know, are like that $40,000, brand new incubator, state-of-the-art technology, but more often than not, they're cobbled together from whatever parts that happen to be around nearby.We take ideas from other people, from people we've learned from, from people we run into in the coffee shop, and we stitch them together into new forms and we create something new. That's really where innovation happens. And that means that we have to change some of our models of what innovation and deep thinking really looks like, right. I mean, this is one vision of it. Another is Newton and the apple, when Newton was at Cambridge. This is a statue from Oxford. You know, you're sitting there thinking a deep thought, and the apple falls from the tree, and you have the theory of gravity. In fact, the spaces that have historically led to innovation tend to look like this, right. This is Hogarth's famous painting of a kind of political dinner at a tavern, but this is what the coffee shops looked like back then. This is the kind of chaotic environment where ideas were likely to come together, where people were likely to have new, interesting, unpredictable collisions \u2014 people from different backgrounds. So, if we're trying to build organizations that are more innovative, we have to build spaces that \u2014 strangely enough \u2014 look a little bit more like this. This is what your office should look like, is part of my message here.And one of the problems with this is that people are actually \u2014 when you research this field \u2014 people are notoriously unreliable, when they actually kind of self-report on where they have their own good ideas, or their history of their best ideas. And a few years ago, a wonderful researcher named Kevin Dunbar decided to go around and basically do the Big Brother approach to figuring out where good ideas come from. He went to a bunch of science labs around the world and videotaped everyone as they were doing every little bit of their job. So when they were sitting in front of the microscope, when they were talking to their colleague at the water cooler, and all these things. And he recorded all of these conversations and tried to figure out where the most important ideas, where they happened. And when we think about the classic image of the scientist in the lab, we have this image \u2014 you know, they're pouring over the microscope, and they see something in the tissue sample. And ""oh, eureka,"" they've got the idea.What happened actually when Dunbar kind of looked at the tape is that, in fact, almost all of the important breakthrough ideas did not happen alone in the lab, in front of the microscope. They happened at the conference table at the weekly lab meeting, when everybody got together and shared their kind of latest data and findings, oftentimes when people shared the mistakes they were having, the error, the noise in the signal they were discovering. And something about that environment \u2014 and I've started calling it the ""liquid network,"" where you have lots of different ideas that are together, different backgrounds, different interests, jostling with each other, bouncing off each other \u2014 that environment is, in fact, the environment that leads to innovation.The other problem that people have is they like to condense their stories of innovation down to kind of shorter time frames. So they want to tell the story of the ""eureka!"" moment. They want to say, ""There I was, I was standing there and I had it all suddenly clear in my head."" But in fact, if you go back and look at the historical record, it turns out that a lot of important ideas have very long incubation periods \u2014 I call this the ""slow hunch."" We've heard a lot recently about hunch and instinct and blink-like sudden moments of clarity, but in fact, a lot of great ideas linger on, sometimes for decades, in the back of people's minds. They have a feeling that there's an interesting problem, but they don't quite have the tools yet to discover them. They spend all this time working on certain problems, but there's another thing lingering there that they're interested in, but they can't quite solve.Darwin is a great example of this. Darwin himself, in his autobiography, tells the story of coming up with the idea for natural selection as a classic ""eureka!"" moment. He's in his study, it's October of 1838, and he's reading Malthus, actually, on population. And all of a sudden, the basic algorithm of natural selection kind of pops into his head and he says, ""Ah, at last, I had a theory with which to work."" That's in his autobiography. About a decade or two ago, a wonderful scholar named Howard Gruber went back and looked at Darwin's notebooks from this period. And Darwin kept these copious notebooks where he wrote down every little idea he had, every little hunch. And what Gruber found was that Darwin had the full theory of natural selection for months and months and months before he had his alleged epiphany, reading Malthus in October of 1838. There are passages where you can read it, and you think you're reading from a Darwin textbook, from the period before he has this epiphany. And so what you realize is that Darwin, in a sense, had the idea, he had the concept, but was unable of fully thinking it yet. And that is actually how great ideas often happen; they fade into view over long periods of time.Now the challenge for all of us is: how do you create environments that allow these ideas to have this kind of long half-life, right? It's hard to go to your boss and say, ""I have an excellent idea for our organization. It will be useful in 2020. Could you just give me some time to do that?"" Now a couple of companies \u2014 like Google \u2014 they have innovation time off, 20 percent time, where, in a sense, those are hunch-cultivating mechanisms in an organization. But that's a key thing. And the other thing is to allow those hunches to connect with other people's hunches; that's what often happens. You have half of an idea, somebody else has the other half, and if you're in the right environment, they turn into something larger than the sum of their parts. So, in a sense, we often talk about the value of protecting intellectual property, you know, building barricades, having secretive R&D labs, patenting everything that we have, so that those ideas will remain valuable, and people will be incentivized to come up with more ideas, and the culture will be more innovative. But I think there's a case to be made that we should spend at least as much time, if not more, valuing the premise of connecting ideas and not just protecting them.And I'll leave you with this story, which I think captures a lot of these values, and it's just wonderful kind of tale of innovation and how it happens in unlikely ways. It's October of 1957, and Sputnik has just launched, and we're in Laurel Maryland, at the applied physics lab associated with Johns Hopkins University. And it's Monday morning, and the news has just broken about this satellite that's now orbiting the planet. And of course, this is nerd heaven, right? There are all these physics geeks who are there thinking, ""Oh my gosh! This is incredible. I can't believe this has happened."" And two of them, two 20-something researchers at the APL are there at the cafeteria table having an informal conversation with a bunch of their colleagues. And these two guys are named Guier and Weiffenbach. And they start talking, and one of them says, ""Hey, has anybody tried to listen for this thing? There's this, you know, man-made satellite up there in outer space that's obviously broadcasting some kind of signal. We could probably hear it, if we tune in."" And so they ask around to a couple of their colleagues, and everybody's like, ""No, I hadn't thought of doing that. That's an interesting idea.""And it turns out Weiffenbach is kind of an expert in microwave reception, and he's got a little antennae set up with an amplifier in his office. And so Guier and Weiffenbach go back to Weiffenbach's office, and they start kind of noodling around \u2014 hacking, as we might call it now. And after a couple of hours, they actually start picking up the signal, because the Soviets made Sputnik very easy to track. It was right at 20 MHz, so you could pick it up really easily, because they were afraid that people would think it was a hoax, basically. So they made it really easy to find it.So these two guys are sitting there listening to this signal, and people start kind of coming into the office and saying, ""Wow, that's pretty cool. Can I hear? Wow, that's great."" And before long, they think, ""Well jeez, this is kind of historic. We may be the first people in the United States to be listening to this. We should record it."" And so they bring in this big, clunky analog tape recorder and they start recording these little bleep, bleeps. And they start writing the kind of date stamp, time stamps for each little bleep that they record. And they they start thinking, ""Well gosh, you know, we're noticing small little frequency variations here. We could probably calculate the speed that the satellite is traveling, if we do a little basic math here using the Doppler effect."" And then they played around with it a little bit more, and they talked to a couple of their colleagues who had other kind of specialties. And they said, ""Jeez, you know, we think we could actually take a look at the slope of the Doppler effect to figure out the points at which the satellite is closest to our antennae and the points at which it's farthest away. That's pretty cool.""And eventually, they get permission \u2014 this is all a little side project that hadn't been officially part of their job description. They get permission to use the new, you know, UNIVAC computer that takes up an entire room that they'd just gotten at the APL. They run some more of the numbers, and at the end of about three or four weeks, turns out they have mapped the exact trajectory of this satellite around the Earth, just from listening to this one little signal, going off on this little side hunch that they'd been inspired to do over lunch one morning.A couple weeks later their boss, Frank McClure, pulls them into the room and says, ""Hey, you guys, I have to ask you something about that project you were working on. You've figured out an unknown location of a satellite orbiting the planet from a known location on the ground. Could you go the other way? Could you figure out an unknown location on the ground, if you knew the location of the satellite?"" And they thought about it and they said, ""Well, I guess maybe you could. Let's run the numbers here."" So they went back, and they thought about it. And they came back and said, ""Actually, it'll be easier."" And he said, ""Oh, that's great. Because see, I have these new nuclear submarines that I'm building. And it's really hard to figure out how to get your missile so that it will land right on top of Moscow, if you don't know where the submarine is in the middle of the Pacific Ocean. So we're thinking, we could throw up a bunch of satellites and use it to track our submarines and figure out their location in the middle of the ocean. Could you work on that problem?""And that's how GPS was born. 30 years later, Ronald Reagan actually opened it up and made it an open platform that anybody could kind of build upon and anybody could come along and build new technology that would create and innovate on top of this open platform, left it open for anyone to do pretty much anything they wanted with it. And now, I guarantee you certainly half of this room, if not more, has a device sitting in their pocket right now that is talking to one of these satellites in outer space. And I bet you one of you, if not more, has used said device and said satellite system to locate a nearby coffeehouse somewhere in the last \u2014 (Laughter) in the last day or last week, right?(Applause)And that, I think, is a great case study, a great lesson in the power, the marvelous, kind of unplanned emergent, unpredictable power of open innovative systems. When you build them right, they will be led to completely new directions that the creators never even dreamed of. I mean, here you have these guys who basically thought they were just following this hunch, this little passion that had developed, then they thought they were fighting the Cold War, and then it turns out they're just helping somebody find a soy latte.(Laughter)That is how innovation happens. Chance favors the connected mind.Thank you very much.(Applause)" +807653,199,"Rob Hopkins reminds us that the oil our world depends on is steadily running out. He proposes a unique solution to this problem -- the Transition response, where we prepare ourselves for life without oil and sacrifice our luxuries to build systems and communities that are completely independent of fossil fuels.",1000,TEDGlobal 2009,1248393600,22,Rob Hopkins,Rob Hopkins: Transition to a world without oil,1,1259053080,"[{'id': 21, 'name': 'Unconvincing', 'count': 90}, {'id': 26, 'name': 'Obnoxious', 'count': 30}, {'id': 8, 'name': 'Informative', 'count': 260}, {'id': 10, 'name': 'Inspiring', 'count': 341}, {'id': 24, 'name': 'Persuasive', 'count': 227}, {'id': 9, 'name': 'Ingenious', 'count': 56}, {'id': 25, 'name': 'OK', 'count': 98}, {'id': 2, 'name': 'Confusing', 'count': 17}, {'id': 23, 'name': 'Jaw-dropping', 'count': 30}, {'id': 3, 'name': 'Courageous', 'count': 64}, {'id': 22, 'name': 'Fascinating', 'count': 72}, {'id': 11, 'name': 'Longwinded', 'count': 91}, {'id': 1, 'name': 'Beautiful', 'count': 19}, {'id': 7, 'name': 'Funny', 'count': 3}]","[{'id': 193, 'hero': 'https://pe.tedcdn.com/images/ted/20429_480x360.jpg', 'speaker': 'Juan Enriquez', 'title': 'Using biology to rethink the energy challenge', 'duration': 1090, 'slug': 'juan_enriquez_wants_to_grow_energy', 'viewed_count': 899009}, {'id': 121, 'hero': 'https://pe.tedcdn.com/images/ted/ec2c6dea53896cd4c9820ced68df9ba573f145e0_2880x1620.jpg', 'speaker': 'James Howard Kunstler', 'title': 'The ghastly tragedy of the suburbs', 'duration': 1184, 'slug': 'james_howard_kunstler_dissects_suburbia', 'viewed_count': 1683509}, {'id': 862, 'hero': 'https://pe.tedcdn.com/images/ted/172159_800x600.jpg', 'speaker': 'Richard Sears', 'title': 'Planning for the end of oil', 'duration': 588, 'slug': 'richard_sears_planning_for_the_end_of_oil', 'viewed_count': 603657}, {'id': 1054, 'hero': 'https://pe.tedcdn.com/images/ted/506f267eb47b9c3c6c7cf09369d853ec02d3e06e_800x600.jpg', 'speaker': 'Naomi Klein', 'title': 'Addicted to risk', 'duration': 1189, 'slug': 'naomi_klein_addicted_to_risk', 'viewed_count': 900392}, {'id': 1434, 'hero': 'https://pe.tedcdn.com/images/ted/92d6ddc22f6483e66da1503e61f8302ef1c1e5f2_800x600.jpg', 'speaker': 'Amory Lovins', 'title': 'A 40-year plan for energy', 'duration': 1630, 'slug': 'amory_lovins_a_50_year_plan_for_energy', 'viewed_count': 1144347}, {'id': 51, 'hero': 'https://pe.tedcdn.com/images/ted/170_480x360.jpg', 'speaker': 'Amory Lovins', 'title': 'Winning the oil endgame', 'duration': 1184, 'slug': 'amory_lovins_on_winning_the_oil_endgame', 'viewed_count': 832677}]",Resilience leader,"['big problems', 'cities', 'energy', 'environment', 'future', 'green', 'infrastructure', 'pollution', 'sustainability', 'technology']",Transition to a world without oil,"https://www.ted.com/talks/rob_hopkins_transition_to_a_world_without_oil +","As a culture, we tell ourselves lots of stories about the future, and where we might move forward from this point. Some of those stories are that somebody is just going to sort everything out for us. Other stories are that everything is on the verge of unraveling.But I want to tell you a different story here today. Like all stories, it has a beginning. My work, for a long time, has been involved in education, in teaching people practical skills for sustainability, teaching people how to take responsibility for growing some of their own food, how to build buildings using local materials, how to generate their own energy, and so on.I lived in Ireland, built the first straw-bale houses in Ireland, and some cob buildings and all this kind of thing. But all my work for many years was focused around the idea that sustainability means basically looking at the globalized economic growth model, and moderating what comes in at one end, and moderating the outputs at the other end. And then I came into contact with a way of looking at things which actually changed that profoundly.And in order to introduce you to that, I've got something here that I'm going to unveil, which is one of the great marvels of the modern age. And it's something so astounding and so astonishing that I think maybe as I remove this cloth a suitable gasp of amazement might be appropriate. If you could help me with that it would be fantastic. (Laughter) This is a liter of oil.This bottle of oil, distilled over a hundred million years of geological time, ancient sunlight, contains the energy equivalent of about five weeks hard human manual labor \u2014 equivalent to about 35 strong people coming round and working for you. We can turn it into a dazzling array of materials, medicine, modern clothing, laptops, a whole range of different things. It gives us an energy return that's unimaginable, historically. We've based the design of our settlements, our business models, our transport plans, even the idea of economic growth, some would argue, on the assumption that we will have this in perpetuity.Yet, when we take a step back, and look over the span of history, at what we might call the petroleum interval, it's a short period in history where we've discovered this extraordinary material, and then based a whole way of life around it. But as we straddle the top of this energy mountain, at this stage, we move from a time where our economic success, our sense of individual prowess and well-being is directly linked to how much of this we consume, to a time when actually our degree of oil dependency is our degree of vulnerability.And it's increasingly clear that we aren't going to be able to rely on the fact that we're going to have this at our disposal forever. For every four barrels of oil that we consume, we only discover one. And that gap continues to widen. There is also the fact that the amount of energy that we get back from the oil that we discover is falling. In the 1930s we got 100 units of energy back for every one that we put in to extract it. Completely unprecedented, historically. Already that's fallen to about 11. And that's why, now, the new breakthroughs, the new frontiers in terms of oil extraction are scrambling about in Alberta, or at the bottom of the oceans.There are 98 oil-producing nations in the world. But of those, 65 have already passed their peak. The moment when the world on average passes this peak, people wonder when that's going to happen. And there is an emerging case that maybe that was what happened last July when the oil prices were so high.But are we to assume that the same brilliance and creativity and adaptability that got us up to the top of that energy mountain in the first place is somehow mysteriously going to evaporate when we have to design a creative way back down the other side? No. But the thinking that we have to come up with has to be based on a realistic assessment of where we are.There is also the issue of climate change, is the other thing that underpins this transition approach. But the thing that I notice, as I talk to climate scientists, is the increasingly terrified look they have in their eyes, as the data that's coming in, which is far ahead of what the IPCC are talking about. So the IPCC said that we might see significant breakup of the arctic ice in 2100, in their worst case scenario. Actually, if current trends continue, it could all be gone in five or 10 years' time. If just three percent of the carbon locked up in the arctic permafrost is released as the world warms, it would offset all the savings that we need to make, in carbon, over the next 40 years to avoid runaway climate change. We have no choice other than deep and urgent decarbonization.But I'm always very interested to think about what might the stories be that the generations further down the slope from us are going to tell about us. ""The generation that lived at the top of the mountain, that partied so hard, and so abused its inheritance."" And one of the ways I like to do that is to look back at the stories people used to tell before we had cheap oil, before we had fossil fuels, and people relied on their own muscle, animal muscle energy, or a little bit of wind, little bit of water energy.We had stories like ""The Seven-League Boots"": the giant who had these boots, where, once you put them on, with every stride you could cover seven leagues, or 21 miles, a kind of travel completely unimaginable to people without that kind of energy at their disposal.Stories like The Magic Porridge Pot, where you had a pot where if you knew the magic words, this pot would just make as much food as you liked, without you having to do any work, provided you could remember the other magic word to stop it making porridge. Otherwise you'd flood your entire town with warm porridge.There is the story of ""The Elves and the Shoemaker."" The people who make shoes go to sleep, wake up in the morning, and all the shoes are magically made for them. It's something that was unimaginable to people then.Now we have the seven-league boots in the form of Ryanair and Easyjet. We have the magic porridge pot in the form of Walmart and Tesco. And we have the elves in the form of China. But we don't appreciate what an astonishing thing that has been.And what are the stories that we tell ourselves now, as we look forward about where we're going to go. And I would argue that there are four. There is the idea of business as usual, that the future will be like the present, just more of it. But as we've seen over the last year, I think that's an idea that is increasingly coming into question. And in terms of climate change, is something that is not actually feasible.There is the idea of hitting the wall, that actually somehow everything is so fragile that it might just all unravel and collapse. This is a popular story in some places. The third story is the idea that technology can solve everything, that technology can somehow get us through this completely.And it's an idea that I think is very prevalent at these TED Talks, the idea that we can invent our way out of a profound economic and energy crisis, that a move to a knowledge economy can somehow neatly sidestep those energy constraints, the idea that we'll discover some fabulous new source of energy that will mean we can sweep all concerns about energy security to one side, the idea that we can step off neatly onto a completely renewable world.But the world isn't Second Life. We can't create new land and new energy systems at the click of a mouse. And as we sit, exchanging free ideas with each other, there are still people mining coal in order to power the servers, extracting the minerals to make all of those things. The breakfast that we eat as we sit down to check our email in the morning is still transported at great distances, usually at the expense of the local, more resilient food systems that would have supplied that in the past, which we've so effectively devalued and dismantled.We can be astonishingly inventive and creative. But we also live in a world with very real constraints and demands. Energy and technology are not the same thing. What I'm involved with is the transition response. And this is really about looking the challenges of peak oil and climate change square in the face, and responding with a creativity and an adaptability and an imagination that we really need. It's something which has spread incredibly fast. And it is something which has several characteristics.It's viral. It seems to spread under the radar very, very quickly. It's open source. It's something which everybody who's involved with it develops and passes on as they work with it. It's self-organizing. There is no great central organization that pushes this; people just pick up an idea and they run with it, and they implement it where they are. It's solutions-focused. It's very much looking at what people can do where they are, to respond to this. It's sensitive to place and to scale.Transitional is completely different. Transition groups in Chile, transition groups in the U.S., transition groups here, what they're doing looks very different in every place that you go to. It learns very much from its mistakes. And it feels historic. It tries to create a sense that this is a historic opportunity to do something really extraordinary. And it's a process which is really joyful. People have a huge amount of fun doing this, reconnecting with other people as they do it. One of the things that underpins it is this idea of resilience.And I think, in many ways, the idea of resilience is a more useful concept than the idea of sustainability. The idea of resilience comes from the study of ecology. And it's really about how systems, settlements, withstand shock from the outside. When they encounter shock from the outside that they don't just unravel and fall to pieces. And I think it's a more useful concept than sustainability, as I said.When our supermarkets have only two or three days' worth of food in them at any one time, often sustainability tends to focus on the energy efficiency of the freezers and on the packaging that the lettuces are wrapped up in. Looking through the lens of resilience, we really question how we've let ourselves get into a situation that's so vulnerable. Resilience runs much deeper: it's about building modularity into what we do, building surge breakers into how we organize the basic things that support us.This is a photograph of the Bristol and District Market Gardeners Association, in 1897. This is at a time when the city of Bristol, which is quite close to here, was surrounded by commercial market gardens, which provided a significant amount of the food that was consumed in the town, and created a lot of employment for people, as well. There was a degree of resilience, if you like, at that time, which we can now only look back on with envy.So how does this transition idea work? So basically, you have a group of people who are excited by the idea. They pick up some of the tools that we've developed. They start to run an awareness-raising program looking at how this might actually work in the town. They show films, they give talks, and so on. It's a process which is playful and creative and informative. Then they start to form working groups, looking at different aspects of this, and then from that, there emerge a whole lot of projects which then the transition project itself starts to support and enable.So it started out with some work I was involved in in Ireland, where I was teaching, and has since spread. There are now over 200 formal transition projects. And there are thousands of others who are at what we call the mulling stage. They are mulling whether they're going to take it further. And actually a lot of them are doing huge amounts of stuff. But what do they actually do? You know, it's a kind of nice idea, but what do they actually do on the ground?Well, I think it's really important to make the point that actually you know, this isn't something which is going to do everything on its own. We need international legislation from Copenhagen and so on. We need national responses. We need local government responses. But all of those things are going to be much easier if we have communities that are vibrant and coming up with ideas and leading from the front, making unelectable policies electable, over the next 5 to 10 years.Some of the things that emerge from it are local food projects, like community-supported agriculture schemes, urban food production, creating local food directories, and so on. A lot of places now are starting to set up their own energy companies, community-owned energy companies, where the community can invest money into itself, to start putting in place the kind of renewable energy infrastructure that we need. A lot of places are working with their local schools. Newent in the Forest of Dean: big polytunnel they built for the school; the kids are learning how to grow food. Promoting recycling, things like garden-share, that matches up people who don't have a garden who would like to grow food, with people who have gardens they aren't using anymore. Planting productive trees throughout urban spaces. And also starting to play around with the idea of alternative currencies.This is Lewes in Sussex, who have recently launched the Lewes Pound, a currency that you can only spend within the town, as a way of starting to cycle money within the local economy. You take it anywhere else, it's not worth anything. But actually within the town you start to create these economic cycles much more effectively.Another thing that they do is what we call an energy descent plan, which is basically to develop a plan B for the town. Most of our local authorities, when they sit down to plan for the next five, 10, 15, 20 years of a community, still start by assuming that there will be more energy, more cars, more housing, more jobs, more growth, and so on. What does it look like if that's not the case? And how can we embrace that and actually come up with something that was actually more likely to sustain everybody? As a friend of mine says, ""Life is a series of things you're not quite ready for."" And that's certainly been my experience with transition. From three years ago, it just being an idea, this has become something that has virally swept around the world. We're getting a lot of interest from government. Ed Miliband, the energy minister of this country, was invited to come to our recent conference as a keynote listener. Which he did \u2014 (Laughter) (Applause) \u2014 and has since become a great advocate of the whole idea.There are now two local authorities in this country who have declared themselves transitional local authorities, Leicestershire and Somerset. And in Stroud, the transition group there, in effect, wrote the local government's food plan. And the head of the council said, ""If we didn't have Transition Stroud, we would have to invent all of that community infrastructure for the first time."" As we see the spread of it, we see national hubs emerging.In Scotland, the Scottish government's climate change fund has funded Transition Scotland as a national organization supporting the spread of this. And we see it all over the place as well now. But the key to transition is thinking not that we have to change everything now, but that things are already inevitably changing, and what we need to do is to work creatively with that, based on asking the right questions.I think I'd like to just return at the end to the idea of stories. Because I think stories are vital here. And actually the stories that we tell ourselves, we have a huge dearth of stories about how to move forward creatively from here. And one of the key things that transition does is to pull those stories out of what people are doing. Stories about the community that's produced its own 21 pound note, for example, the school that's turned its car park into a food garden, the community that's founded its own energy company. And for me, one of the great stories recently was the Obamas digging up the south lawn of the White House to create a vegetable garden. Because the last time that was done, when Eleanor Roosevelt did it, it led to the creation of 20 million vegetable gardens across the United States.So the question I'd like to leave you with, really, is \u2014 for all aspects of the things that your community needs in order to thrive, how can it be done in such a way that drastically reduces its carbon emissions, while also building resilience?Personally, I feel enormously grateful to have lived through the age of cheap oil. I've been astonishingly lucky, we've been astonishingly lucky. But let us honor what it has bought us, and move forward from this point. Because if we cling to it, and continue to assume that it can underpin our choices, the future that it presents to us is one which is really unmanageable. And by loving and leaving all that oil has done for us, and that the Oil Age has done for us, we are able to then begin the creation of a world which is more resilient, more nourishing, and in which, we find ourselves fitter, more skilled and more connected to each other. Thank you very much. (Applause)" +881361,158,"Can India become a global hub for innovation? Nirmalya Kumar thinks it already has. He details four types of ""invisible innovation"" coming out of India and explains why companies that used to just outsource manufacturing jobs are starting to move top management positions overseas, too.",912,TEDxLondonBusinessSchool,1335484800,22,Nirmalya Kumar,Nirmalya Kumar: India's invisible innovation,1,1340546417,"[{'id': 8, 'name': 'Informative', 'count': 307}, {'id': 22, 'name': 'Fascinating', 'count': 110}, {'id': 24, 'name': 'Persuasive', 'count': 104}, {'id': 11, 'name': 'Longwinded', 'count': 21}, {'id': 25, 'name': 'OK', 'count': 37}, {'id': 3, 'name': 'Courageous', 'count': 28}, {'id': 21, 'name': 'Unconvincing', 'count': 49}, {'id': 23, 'name': 'Jaw-dropping', 'count': 32}, {'id': 2, 'name': 'Confusing', 'count': 8}, {'id': 10, 'name': 'Inspiring', 'count': 112}, {'id': 9, 'name': 'Ingenious', 'count': 26}, {'id': 26, 'name': 'Obnoxious', 'count': 13}, {'id': 7, 'name': 'Funny', 'count': 8}, {'id': 1, 'name': 'Beautiful', 'count': 24}]","[{'id': 1489, 'hero': 'https://pe.tedcdn.com/images/ted/dcf57a443f2b116d25d8b5d8876c96ee4693165c_800x600.jpg', 'speaker': 'Nirmalya Kumar', 'title': ""India's invisible innovation"", 'duration': 912, 'slug': 'nirmalya_kumar_india_s_invisible_entrepreneurs', 'viewed_count': 881361}, {'id': 1855, 'hero': 'https://pe.tedcdn.com/images/ted/ebb15ee3007ae1c62e87864df18a6e26da254573_1600x1200.jpg', 'speaker': 'Mariana Mazzucato', 'title': 'Government -- investor, risk-taker, innovator', 'duration': 844, 'slug': 'mariana_mazzucato_government_investor_risk_taker_innovator', 'viewed_count': 816680}, {'id': 63, 'hero': 'https://pe.tedcdn.com/images/ted/137_480x360.jpg', 'speaker': 'Charles Leadbeater', 'title': 'The era of open innovation', 'duration': 1141, 'slug': 'charles_leadbeater_on_innovation', 'viewed_count': 1409404}, {'id': 689, 'hero': 'https://pe.tedcdn.com/images/ted/133260_800x600.jpg', 'speaker': 'Shashi Tharoor', 'title': 'Why nations should pursue soft power', 'duration': 1073, 'slug': 'shashi_tharoor', 'viewed_count': 1437821}, {'id': 545, 'hero': 'https://pe.tedcdn.com/images/ted/49056d8d68e183e1b3f429928012eba103f39a4a_2880x1620.jpg', 'speaker': 'Nandan Nilekani', 'title': ""Ideas for India's future"", 'duration': 919, 'slug': 'nandan_nilekani_s_ideas_for_india_s_future', 'viewed_count': 792508}, {'id': 780, 'hero': 'https://pe.tedcdn.com/images/ted/153643_800x600.jpg', 'speaker': 'Harsha Bhogle', 'title': 'The rise of cricket, the rise of India', 'duration': 1019, 'slug': 'harsha_bhogle_the_rise_of_cricket_the_rise_of_india', 'viewed_count': 567006}]",Professor,"['TEDx', 'business', 'global issues', 'india', 'innovation']",India's invisible innovation,"https://www.ted.com/talks/nirmalya_kumar_india_s_invisible_entrepreneurs +","Over the last two decades, India has become a global hub for software development and offshoring of back office services, as we call it, and what we were interested in finding out was that because of this huge industry that has started over the last two decades in India, offshoring software development and back office services, there's been a flight of white collar jobs from the developed world to India. When this is combined with the loss of manufacturing jobs to China, it has, you know, led to considerable angst amongst the Western populations.In fact, if you look at polls, they show a declining trend for support for free trade in the West. Now, the Western elites, however, have said this fear is misplaced. For example, if you have read \u2014 I suspect many of you have done so \u2014 read the book by Thomas Friedman called ""The World Is Flat,"" he said, basically, in his book that, you know, this fear for free trade is wrong because it assumes, it's based on a mistaken assumption that everything that can be invented has been invented. In fact, he says, it's innovation that will keep the West ahead of the developing world, with the more sophisticated, innovative tasks being done in the developed world, and the less sophisticated, shall we say, drudge work being done in the developing world.Now, what we were trying to understand was, is this true? Could India become a source, or a global hub, of innovation, just like it's become a global hub for back office services and software development? And for the last four years, my coauthor Phanish Puranam and I spent investigating this topic.Initially, or, you know, as people would say, you know, in fact the more aggressive people who are supporting the Western innovative model, say, ""Where are the Indian Googles, iPods and Viagras, if the Indians are so bloody smart?"" (Laughter)So initially, when we started our research, we went and met several executives, and we asked them, ""What do you think? Will India go from being a favored destination for software services and back office services to a destination for innovation?"" They laughed. They dismissed us. They said, ""You know what? Indians don't do innovation."" The more polite ones said, ""Well, you know, Indians make good software programmers and accountants, but they can't do the creative stuff.""Sometimes, it took a more, took a veneer of sophistication, and people said, ""You know, it's nothing to do with Indians. It's really the rule-based, regimented education system in India that is responsible for killing all creativity."" They said, instead, if you want to see real creativity, go to Silicon Valley, and look at companies like Google, Microsoft, Intel.So we started examining the R&D and innovation labs of Silicon Valley. Well, interestingly, what you find there is, usually you are introduced to the head of the innovation lab or the R&D center as they may call it, and more often than not, it's an Indian. (Laughter)So I immediately said, ""Well, but you could not have been educated in India, right? You must have gotten your education here."" It turned out, in every single case, they came out of the Indian educational system. So we realized that maybe we had the wrong question, and the right question is, really, can Indians based out of India do innovative work?So off we went to India. We made, I think, about a dozen trips to Bangalore, Mumbai, Gurgaon, Delhi, Hyderabad, you name it, to examine what is the level of corporate innovation in these cities. And what we found was, as we progressed in our research, was, that we were asking really the wrong question. When you ask, ""Where are the Indian Googles, iPods and Viagras?"" you are taking a particular perspective on innovation, which is innovation for end users, visible innovation.Instead, innovation, if you remember, some of you may have read the famous economist Schumpeter, he said, ""Innovation is novelty in how value is created and distributed."" It could be new products and services, but it could also be new ways of producing products. It could also be novel ways of organizing firms and industries.Once you take this, there's no reason to restrict innovation, the beneficiaries of innovation, just to end users. When you take this broader conceptualization of innovation, what we found was, India is well represented in innovation, but the innovation that is being done in India is of a form we did not anticipate, and what we did was we called it ""invisible innovation."" And specifically, there are four types of invisible innovation that are coming out of India.The first type of invisible innovation out of India is what we call innovation for business customers, which is led by the multinational corporations, which have \u2014 in the last two decades, there have been 750 R&D centers set up in India by multinational companies employing more than 400,000 professionals. Now, when you consider the fact that, historically, the R&D center of a multinational company was always in the headquarters, or in the country of origin of that multinational company, to have 750 R&D centers of multinational corporations in India is truly a remarkable figure.When we went and talked to the people in those innovation centers and asked them what are they working on, they said, ""We are working on global products."" They were not working on localizing global products for India, which is the usual role of a local R&D. They were working on truly global products, and companies like Microsoft, Google, AstraZeneca, General Electric, Philips, have already answered in the affirmative the question that from their Bangalore and Hyderabad R&D centers they are able to produce products and services for the world. But of course, as an end user, you don't see that, because you only see the name of the company, not where it was developed.The other thing we were told then was, ""Yes, but, you know, the kind of work that is coming out of the Indian R&D center cannot be compared to the kind of work that is coming out of the U.S. R&D centers."" So my coauthor Phanish Puranam, who happens to be one of the smartest people I know, said he's going to do a study. What he did was he looked at those companies that had an R&D center in USA and in India, and then he looked at a patent that was filed out of the U.S. and a similar patent filed out of the same company's subsidiary in India, so he's now comparing the patents of R&D centers in the U.S. with R&D centers in India of the same company to find out what is the quality of the patents filed out of the Indian centers and how do they compare with the quality of the patents filed out of the U.S. centers?Interestingly, what he finds is \u2014 and by the way, the way we look at the quality of a patent is what we call forward citations: How many times does a future patent reference the older patent? \u2014 he finds something very interesting. What we find is that the data says that the number of forward citations of a patent filed out of a U.S. R&D subsidiary is identical to the number of forward citations of a patent filed by an Indian subsidiary of the same company within that company. So within the company, there's no difference in the forward citation rates of their Indian subsidiaries versus their U.S. subsidiaries. So that's the first kind of invisible innovation coming out of India.The second kind of invisible innovation coming out of India is what we call outsourcing innovation to Indian companies, where many companies today are contracting Indian companies to do a major part of their product development work for their global products which are going to be sold to the entire world. For example, in the pharma industry, a lot of the molecules are being developed, but you see a major part of that work is being sent to India. For example, XCL Technologies, they developed two of the mission critical systems for the new Boeing 787 Dreamliner, one to avoid collisions in the sky, and another to allow landing in zero visibility. But of course, when you climb onto the Boeing 787, you are not going to know that this is invisible innovation out of India.The third kind of invisible innovation coming out of India is what we call process innovations, because of an injection of intelligence by Indian firms. Process innovation is different from product innovation. It's about how do you create a new product or develop a new product or manufacture a new product, but not a new product itself?Only in India do millions of young people dream of working in a call center. What happens \u2014 You know, it's a dead end job in the West, what high school dropouts do. What happens when you put hundreds of thousands of smart, young, ambitious kids on a call center job? Very quickly, they get bored, and they start innovating, and they start telling the boss how to do this job better, and out of this process innovation comes product innovations, which are then marketed around the world.For example, 24/7 Customer, traditional call center company, used to be a traditional call center company. Today they're developing analytical tools to do predictive modeling so that before you pick up the phone, you can guess or predict what this phone call is about. It's because of an injection of intelligence into a process which was considered dead for a long time in the West.And the last kind of innovation, invisible innovation coming out of India is what we call management innovation. It's not a new product or a new process but a new way to organize work, and the most significant management innovation to come out of India, invented by the Indian offshoring industry is what we call the global delivery model. What the global delivery model allows is, it allows you to take previously geographically core-located tasks, break them up into parts, send them around the world where the expertise and the cost structure exists, and then specify the means for reintegrating them. Without that, you could not have any of the other invisible innovations today.So, what I'm trying to say is, what we are finding in our research is, that if products for end users is the visible tip of the innovation iceberg, India is well represented in the invisible, large, submerged portion of the innovation iceberg.Now, this has, of course, some implications, and so we developed three implications of this research. The first is what we called sinking skill ladder, and now I'm going to go back to where I started my conversation with you, which was about the flight of jobs. Now, of course, when we first, as a multinational company, decide to outsource jobs to India in the R&D, what we are going to do is we are going to outsource the bottom rung of the ladder to India, the least sophisticated jobs, just like Tom Friedman would predict.Now, what happens is, when you outsource the bottom rung of the ladder to India for innovation and for R&D work, at some stage in the very near future you are going to have to confront a problem, which is where does the next step of the ladder people come from within your company? So you have two choices then: Either you bring the people from India into the developed world to take positions in the next step of the ladder \u2014 immigration \u2014 or you say, there's so many people in the bottom step of the ladder waiting to take the next position in India, why don't we move the next step to India?What we are trying to say is that once you outsource the bottom end of the ladder, you \u2014 it's a self-perpetuating act, because of the sinking skill ladder, and the sinking skill ladder is simply the point that you can't be an investment banker without having been an analyst once. You can't be a professor without having been a student. You can't be a consultant without having been a research associate. So, if you outsource the least sophisticated jobs, at some stage, the next step of the ladder has to follow.The second thing we bring up is what we call the browning of the TMT, the top management teams. If the R&D talent is going to be based out of India and China, and the largest growth markets are going to be based out of India and China, you have to confront the problem that your top management of the future is going to have to come out of India and China, because that's where the product leadership is, that's where the important market leadership is.Right? And the last thing we point out in this slide, which is, you know, that to this story, there's one caveat. India has the youngest growing population in the world. This demographic dividend is incredible, but paradoxically, there's also the mirage of mighty labor pools. Indian institutes and educational system, with a few exceptions, are incapable of producing students in the quantity and quality needed to keep this innovation engine going, so companies are finding innovative ways to overcome this, but in the end it does not absolve the government of the responsibility for creating this educational structure.So finally, I want to conclude by showing you the profile of one company, IBM. As many of you know, IBM has always been considered for the last hundred years to be one of the most innovative companies. In fact, if you look at the number of patents filed over history, I think they are in the top or the top two or three companies in the world of all patents filed in the USA as a private company.Here is the profile of employees of IBM over the last decade. In 2003, they had 300,000 employees, or 330,000 employees, out of which, 135,000 were in America, 9,000 were in India. In 2009, they had 400,000 employees, by which time the U.S. employees had moved to 105,000, whereas the Indian employees had gone to 100,000.Well, in 2010, they decided they're not going to reveal this data anymore, so I had to make some estimates based on various sources. Here are my best guesses. Okay? I'm not saying this is the exact number, it's my best guess. It gives you a sense of the trend. There are 433,000 people now at IBM, out of which 98,000 are remaining in the U.S., and 150,000 are in India. So you tell me, is IBM an American company, or an Indian company? (Laughter)Ladies and gentlemen, thank you very much. (Applause)" +609087,49,"Satirist Tom Rielly delivers a wicked parody of the 2006 TED conference, taking down the $100 laptop, the plight of the polar bear, and people who mention, one too many times, that they work at Harvard. Watch for a special moment between Tom and Al Gore.",1195,TED2006,1138838400,16,Tom Rielly,Tom Rielly: A comic sendup of TED2006,1,1176695640,"[{'id': 7, 'name': 'Funny', 'count': 600}, {'id': 9, 'name': 'Ingenious', 'count': 94}, {'id': 3, 'name': 'Courageous', 'count': 38}, {'id': 2, 'name': 'Confusing', 'count': 56}, {'id': 11, 'name': 'Longwinded', 'count': 54}, {'id': 21, 'name': 'Unconvincing', 'count': 37}, {'id': 1, 'name': 'Beautiful', 'count': 17}, {'id': 8, 'name': 'Informative', 'count': 11}, {'id': 10, 'name': 'Inspiring', 'count': 18}, {'id': 22, 'name': 'Fascinating', 'count': 19}, {'id': 26, 'name': 'Obnoxious', 'count': 116}, {'id': 23, 'name': 'Jaw-dropping', 'count': 39}, {'id': 25, 'name': 'OK', 'count': 71}, {'id': 24, 'name': 'Persuasive', 'count': 1}]","[{'id': 108, 'hero': 'https://pe.tedcdn.com/images/ted/1292_480x360.jpg', 'speaker': 'Rives', 'title': 'A mockingbird remix of TED2006', 'duration': 251, 'slug': 'rives_remixes_ted2006', 'viewed_count': 643078}, {'id': 87, 'hero': 'https://pe.tedcdn.com/images/ted/f640064c612bf2b53369e0c7b81554a904ed5a93_2880x1620.jpg', 'speaker': 'Ze Frank', 'title': 'Nerdcore comedy', 'duration': 1136, 'slug': 'ze_frank_s_nerdcore_comedy', 'viewed_count': 6141443}, {'id': 99, 'hero': 'https://pe.tedcdn.com/images/ted/217_480x360.jpg', 'speaker': 'Jill Sobule', 'title': 'Global warming\'s theme song, ""Manhattan in January""', 'duration': 163, 'slug': 'jill_sobule_sings_to_al_gore', 'viewed_count': 591379}, {'id': 22, 'hero': 'https://pe.tedcdn.com/images/ted/f9e5462fd10b5130015fab95f3be6ace3e0f4ef4_1600x1200.jpg', 'speaker': 'Michael Shermer', 'title': 'Why people believe weird things', 'duration': 805, 'slug': 'michael_shermer_on_believing_strange_things', 'viewed_count': 5364641}, {'id': 426, 'hero': 'https://pe.tedcdn.com/images/ted/64942_800x600.jpg', 'speaker': 'Kary Mullis', 'title': 'Play! Experiment! Discover!', 'duration': 1772, 'slug': 'kary_mullis_on_what_scientists_do', 'viewed_count': 532759}, {'id': 2855, 'hero': 'https://pe.tedcdn.com/images/ted/9a59cfae0f23d00d44c60b493a7cfe44642aaec1_2880x1620.jpg', 'speaker': 'Daan Roosegaarde', 'title': 'A smog vacuum cleaner and other magical city designs', 'duration': 738, 'slug': 'daan_roosegaarde_a_smog_vacuum_cleaner_and_other_magical_city_designs', 'viewed_count': 588788}]",Satirist,"['comedy', 'culture', 'humor', 'performance']",A comic sendup of TED2006,"https://www.ted.com/talks/tom_rielly_delivers_a_comic_send_up_of_ted2006 +","I just want to say, over the last few years I've been \u2014 had the opportunity to do this closing conference. And I've had some incredible warm-up acts. About eight years ago, Billy Graham opened for me. And I thought that there was \u2014(Laughter)I thought that there was absolutely no way in hell to top that. But I just wanted to say \u2014 and I mean this without irony \u2014 I think I can speak for everybody in the audience when I say that I wish to God that you were the President of the United States.(Applause)OK, this is the title of my talk today.(Laughter)I just want to give you a quick overview. First of all, please remember I'm completely politically correct, and I mean everything with great affection. If any of you have sensitive stomachs or are feeling queasy, now is the time to check your Blackberry.(Laughter)Just to review, this is my TEDTalk. We're going to do some jokes, some gags, some little skits \u2014 and then we're going to talk about the L1 point.(Laughter)So, one of the questions I ask myself is, was this the most distressing TED ever? Let's try and sum things up, shall we? Images of limb regeneration and faces filled with smallpox: 21 percent of the conference.(Laughter)Mentions of polar bears drowning: four percent. Images of the earth being wiped out by flood or bird flu: 64 percent.(Laughter)And David Pogue singing show tunes.(Applause)Because this is the most distressing TED ever, I've been working with Neil Gershenfeld on next year's TED Bag. And if the \u2014 if the conference is anywhere near this distressing, then we're going to have a scream bag next year.(Laughter)It's going to be a cradle-to-cradle scream bag, of course.(Laughter)So you're going to be able to go like this.(Laughter)Bring it over here and open it up. Aaaah!(Laughter)Meanwhile, back at TED University, this wonderful woman is teaching you how to chop Sun Chips.(Laughter) So Robert Wright \u2014 I don't know,I felt like if there was anyone that Helen needed to give antidepressants to, it might have been him. I want to deliberately interfere with his dopamine levels.(Laughter)He was talking about morality. Economy class morality is, we want to bomb you back to the Stone Age. Business class morality is, don't bomb Japan \u2014 they built my car. And first-class morality is, don't bomb Mexico \u2014 they clean my house.(Laughter)Yes, it is politically incorrect. All right, now I want to do a little bit of a thing for you ...(Laughter)All right, now these are the wha \u2014 I'd say, [mumble, mumble \u2014 mumble, mumble, mumble, mumble, mumble] \u2014 ahh!(Laughter)So I wanted to show you guys \u2014 I wanted to talk about a revolutionary new computer interface that lets you work with images just as easily as you \u2014 as a completely natural user interface.(Laughter)And you can \u2014 you can use really natural hand gestures to like, go like this.(Applause)Now we had a Harvard professor here \u2014 she was from Harvard, I just wanted to mention and \u2014 and she was actually a professor from Harvard. And she was talking about seven-dimensional, inverted universes. With, you know, of course, there's the gravity brain. There's the weak brain. And then there's my weak brain, which is too \u2014 too \u2014 absolutely too weak to understand what the fuck she was talking about.(Laughter)Now \u2014(Laughter)one of the things that is very important to me is to try and figure out what on Earth am I here for. And that's why I went out and I picked up a best-selling business book. You know, it basically uses as its central premise Greek mythology. And it's by a guy named Pastor Rick Warren, and it's called ""The Porpoise Driven Life.""(Laughter)And Rick is as a pagan god, which I thought was kind of appropriate, in a certain way. And now we're going to have kind of a little more visualization about Rick Warren. OK.(Laughter)All right. Now, red is Rick Warren, and green is Daniel Dennett, OK?(Laughter)The scales here are religiosity from zero percent, or atheist, to 100 percent, Bible literally true. And then this is books sold \u2014 the logarithmic scale.(Laughter)30,000, 300,000, three million, 30 million, 300 million. OK, now they're duking it out. Now they're duking it out.(Laughter)And Rick Warren's kind of pulling ahead, kind of pulling ahead. Yup, and his installed base is getting a little bigger.(Laughter)But Darwin's dangerous idea is coming back. It's coming back. Let me turn the trails on, so you can see that a little bit better.(Laughter)(Applause)Now, one of the things that's very important is, Nicholas Negroponte talked to us about one lap dance per \u2014 I'm sorry \u2014(Laughter)about One Laptop Per Child. Now let's talk about some of the characteristics that are important for this revolutionary device. I'll tell you a little bit about the design parameters, and then I'll show it to you in person. First of all, it needs to be small. It needs to be flat, so it's transportable. Lightweight. Portable. Uses very, very little power. Very, very high resolution. Has to be visible in bright daylight. Will work anywhere. And broadly applicable across many platforms.Now, we've actually done some research \u2014 Neil Gershenfeld and the Fab Labs went out into the market. They did some research; we came back; and we think we have the perfect prototype of what the students in the field are actually asking for. And here it is, the $100 computer.(Laughter)OK, OK, OK, OK \u2014 excellent, excellent. Now, I bought this device from Clifford Stoll for about 900 bucks. And he and his team of junior-high school students were doing real science. So we're trying to check and trying to douse here, and see who uses marijuana.(Laughter)See who uses marijuana. Are we going to be able to find any marijuana, Jim Young? Only if we open enough locker doors.(Laughter)OK, now smallpox is an extremely distressing illness. We had Dr. Larry Brilliant talking about how we eradicated smallpox. I wanted to show you the stages of smallpox. We start. This is day one.(Laughter)Day two. Day three, she gets a massively big pox on her shoulder. Day three. Day four.(Laughter)Day five and day six.(Laughter)Now the good news is, because I'm a trained medical professional, I know that even though she'll be scarred for life, she's going to make a full recovery.(Laughter)Now the good news about Architects for Humanity is they're really kind of the most amazing group. They've been sponsoring a design competition to come up with innovative medical housing solutions, clinic solutions, in Africa, and they've had a design competition. Now the wonderful thing is, Larry Brilliant was just appointed the head of the Google Foundation, and so he decided that he would support \u2014 he would support Cameron's work. And the way he decided to support that work was by shipping over 50,000 shipping containers of Google snacks.(Laughter)So I want to show you some prototypes. The U.N. \u2014 you know, they took 20 years just to add a flap to a tent, but I think we have some more exciting things. This is a home made entirely out of Fruit Roll-Ups.(Laughter)(Applause)And those roll-up cookies coated with white chocolate. And the really wonderful thing about this is, when you're done, well \u2014 you can eat it. But the thing that I'm really, really excited about is this incredible granola house.(Laughter)And the granola house has a special Sun Chip roof to collect water and recycle it. And it's \u2014 well, on this side it has regular Sour Patch Kids and Gummy Bears to let in the light.(Laughter)But on this side, it has sugary Gummy Bears, to diffuse the light more slightly. And we \u2014 we wanted just to show you what this might look like in situ.(Laughter)(Applause)So, Einstein \u2014 Einstein, tell me \u2014 what's your favorite song? No, I said what's your favorite song? No, I said what's your favorite song? ""Free Bird.""(Laughter)(Applause)OK, so, Einstein, what's your favorite singing group? Could you say that again? What's your favorite singing group? OK, one more time \u2014 I'm just going to give you a little help. Your favorite singing group \u2014 it's Diana Ross and the \u2014Audience: Supremes!Tom Reilly: Exactly.(Applause)Could we have the sound up on the laptop, please?(Laughter)""Free Bird"" kind of reminds me that if you \u2014 if you listen to ""Free Bird"" backwards, this is what you might hear.Computer: Satan. Satan. Satan. Satan. Satan. Satan. Satan. TR: Now it's a little hard to hear the whole message, so I wanted to \u2014(Laughter)so I wanted to help you a little bit.Computer: My sweet Satan. Dan Dennett worships Satan. Buy ""The Purpose-Driven Life,"" or Satan will take your soul.(Laughter)TR: So, we've talked a lot about global warming, but, you know, as Jill said, it sounds kind of nice \u2014 good weather in the wintertime, and New York City. And as Jay Walker pointed out, that is just not scary enough. So Al, I actually think I'm rather good at branding. So I've tried to figure out a good design process to come up with a new term to replace ""global warming.""So we started with Babel Fish. We put in global warming. And then we decided that we'd change it from English to Dutch \u2014 into ""Het globale Verwarmen."" From Dutch to [Korean], into ""Hordahordaneecheewa.""(Laughter)[Korean] to Portuguese: Aquecer-se Global. Then Portuguese to Pig Latin.(Laughter)Aquecer-se ucked-fay. And then finally back into the English, which is, we're totally fucked.(Laughter)(Applause)Now I don't know about you, but Michael Shermer talked about the willingness for human beings \u2014 evolutionarily, they're designed to see patterns in things. For example, in cheese sandwiches. Now can you look at that carefully and see if you see the Virgin Mary? I tried to make it a little bit clearer.(Laughter)Is it the Virgin Mary? Or is it Mena Trott?So, I talked to Josh Prince-Ramus about the convention center and the conferences. It's getting awfully big. It's getting just a little bit too big. It's bursting at the seams here a little bit. So we tried to come up with a program \u2014 how we could remake this structure to better accommodate TED. So first of all we decided \u2014(Laughter)that we needed about one-third bookstore, one-third Google cafe, about 20 percent registration, 80 percent luxury hotel, about five percent for restrooms. And then of course, we wanted to have the simulcast lounge, the lobby and the Steinbeck forum.Now let me show you how that literally translated into the design program. So first, one of the problems with Monterey is that if there is global warming and Greenland melts as you say, the ocean level is going to rise 20 feet and flood the hell out of the convention center. So we're going to build this new building on stilts. So we build this building on stilts, then up here \u2014(Laughter)is where we're going to put the new Steinbeck auditorium.(Laughter)And the wonderful thing about the new bookstore is, it's going to be shaped in a spiral that's organized by the Dewey Decimal System.(Laughter)Then we're going to make an escalator that helps you get up there. And finally, we're going to put the Marriott Hotel and the Portola Plaza on the top.(Applause)Now I don't know about you, but sometimes I have these images in my head of separated at birth. I don't know about you, but when I see Aubrey de Grey, I immediately go to Gandalf the Grey.(Laughter)OK. Now, we've heard, of course, that we're all soldiers here. So what I'd really, really like you to do now is, pick up your white piece of paper. Does everybody have their white piece of paper? And I want you to get out a pen, and I want you to write a terrorist note.(Laughter)If we put up the ELMO for a moment \u2014 if we put up the ELMO, then we'll get, you know, I'll give you a model that you can work from, OK?(Laughter)And then I want you to fold that note into a paper airplane. And once you've folded it into a paper airplane, I want you to take some anthrax \u2014(Laughter)and I want you to put that in the paper airplane. And then I want you to throw it on Jim Young.(Laughter)Luckily, I was the recipient of the TED Prize this year. And I wanted to see \u2014 I want to dedicate this film to my father, Homer. OK.Now this film isn't really hard enough, so I wanted to make it a little bit harder. So I'm going to try and do this while reciting pi.(Laughter)3.1415, 2657, 753, 8567, 24972 \u2014 \u2014 85871, 25871, 3928, 5657, 2592, 5624.(Applause)Can we cue the music please?(Applause)Now I wanted to use this talk to talk about global warming a little bit. Back in 1968, you can see that the mountain range of Brokeback Mountain was covered in 151 inches of snow pack. Parenthetically, over there on the slopes, I did want to show you that black men ski.(Laughter)But over the years, 10 years later, the snow packs eroded, and, if you notice, the trees have started turning yellow. The water level of the lake has started drying up. A few years later, there's no snow left at all. And all the trees have turned brown. This year, unfortunately the lakebed's turned into an absolute cracked dry bed. And I fear, if we do nothing for our planet, in 20 years, it's going to look like this.(Laughter)Mr. Vice President, I wish I knew how to quit you.(Laughter)(Applause)Thank you very much.(Applause)" +938976,197,"In this visually dazzling talk, Jonathan Drori shows the extraordinary ways flowering plants -- over a quarter million species -- have evolved to attract insects to spread their pollen: growing 'landing-strips' to guide the insects in, shining in ultraviolet, building elaborate traps, and even mimicking other insects in heat.",828,TEDSalon London Spring 2011,1305676800,32,Jonathan Drori,Jonathan Drori: The beautiful tricks of flowers,1,1309910400,"[{'id': 8, 'name': 'Informative', 'count': 396}, {'id': 22, 'name': 'Fascinating', 'count': 513}, {'id': 10, 'name': 'Inspiring', 'count': 72}, {'id': 1, 'name': 'Beautiful', 'count': 564}, {'id': 25, 'name': 'OK', 'count': 62}, {'id': 9, 'name': 'Ingenious', 'count': 45}, {'id': 7, 'name': 'Funny', 'count': 136}, {'id': 23, 'name': 'Jaw-dropping', 'count': 47}, {'id': 3, 'name': 'Courageous', 'count': 14}, {'id': 26, 'name': 'Obnoxious', 'count': 5}, {'id': 11, 'name': 'Longwinded', 'count': 23}, {'id': 24, 'name': 'Persuasive', 'count': 13}, {'id': 21, 'name': 'Unconvincing', 'count': 4}, {'id': 2, 'name': 'Confusing', 'count': 0}]","[{'id': 821, 'hero': 'https://pe.tedcdn.com/images/ted/162310_800x600.jpg', 'speaker': 'Jonathan Drori', 'title': 'Every pollen grain has a story', 'duration': 432, 'slug': 'jonathan_drori_every_pollen_grain_has_a_story', 'viewed_count': 403709}, {'id': 1140, 'hero': 'https://pe.tedcdn.com/images/ted/afcb1a554cee6dc16a56ace473c23a7afa8b02c5_800x600.jpg', 'speaker': 'Louie Schwartzberg', 'title': 'The hidden beauty of pollination', 'duration': 468, 'slug': 'louie_schwartzberg_the_hidden_beauty_of_pollination', 'viewed_count': 1885753}, {'id': 476, 'hero': 'https://pe.tedcdn.com/images/ted/75594_800x600.jpg', 'speaker': 'Nalini Nadkarni', 'title': 'Conserving the canopy', 'duration': 990, 'slug': 'nalini_nadkani_on_conserving_the_canopy', 'viewed_count': 398843}, {'id': 976, 'hero': 'https://pe.tedcdn.com/images/ted/205649_800x600.jpg', 'speaker': 'Stefano Mancuso', 'title': 'The roots of plant intelligence', 'duration': 830, 'slug': 'stefano_mancuso_the_roots_of_plant_intelligence', 'viewed_count': 1075204}, {'id': 2127, 'hero': 'https://pe.tedcdn.com/images/ted/d5392a4becfeddb12318d16f9b3e66eea70449c1_2880x1620.jpg', 'speaker': 'Ameenah Gurib-Fakim', 'title': 'Humble plants that hide surprising secrets', 'duration': 852, 'slug': 'ameenah_gurib_fakim_humble_plants_that_hide_surprising_secrets', 'viewed_count': 952371}, {'id': 1822, 'hero': 'https://pe.tedcdn.com/images/ted/c58cf2dbb9f8843b91eb2228caf27974b5f428de_1600x1200.jpg', 'speaker': 'Marla Spivak', 'title': 'Why bees are disappearing', 'duration': 957, 'slug': 'marla_spivak_why_bees_are_disappearing', 'viewed_count': 2436075}]",Educator,"['bees', 'biology', 'botany', 'environment', 'insects', 'life', 'plants', 'science', 'sex']",The beautiful tricks of flowers,"https://www.ted.com/talks/jonathan_drori_the_beautiful_tricks_of_flowers +","Do you know how many species of flowering plants there are? There are a quarter of a million \u2014 at least those are the ones we know about \u2014 a quarter of a million species of flowering plants. And flowers are a real bugger. They're really difficult for plants to produce. They take an enormous amount of energy and a lot of resources. Why would they go to that bother? And the answer of course, like so many things in the world, is sex. I know what's on your mind when you're looking at these pictures. And the reason that sexual reproduction is so important \u2014 there are lots of other things that plants can do to reproduce. You can take cuttings; they can sort of have sex with themselves; they can pollinate themselves. But they really need to spread their genes to mix with other genes so that they can adapt to environmental niches. Evolution works that way.Now the way that plants transmit that information is through pollen. Some of you may have seen some of these pictures before. As I say, every home should have a scanning electron microscope to be able to see these. And there is as many different kinds of pollen as there are flowering plants. And that's actually rather useful for forensics and so on. Most pollen that causes hay fever for us is from plants that use the wind to disseminate the pollen, and that's a very inefficient process, which is why it gets up our noses so much. Because you have to chuck out masses and masses of it, hoping that your sex cells, your male sex cells, which are held within the pollen, will somehow reach another flower just by chance. So all the grasses, which means all of the cereal crops, and most of the trees have wind-borne pollen. But most species actually use insects to do their bidding, and that's more intelligent in a way, because the pollen, they don't need so much of it. The insects and other species can take the pollen, transfer it directly to where it's required.So we're aware, obviously, of the relationship between insects and plants. There's a symbiotic relationship there, whether it's flies or birds or bees, they're getting something in return, and that something in return is generally nectar. Sometimes that symbiosis has led to wonderful adaptations \u2014 the hummingbird hawk-moth is beautiful in its adaptation. The plant gets something, and the hawk-moth spreads the pollen somewhere else. Plants have evolved to create little landing strips here and there for bees that might have lost their way. There are markings on many plants that look like other insects. These are the anthers of a lily, cleverly done so that when the unsuspecting insect lands on it, the anther flips up and whops it on the back with a great load of pollen that it then goes to another plant with. And there's an orchid that might look to you as if it's got jaws, and in a way, it has; it forces the insect to crawl out, getting covered in pollen that it takes somewhere else.Orchids: there are 20,000, at least, species of orchids \u2014 amazingly, amazingly diverse. And they get up to all sorts of tricks. They have to try and attract pollinators to do their bidding. This orchid, known as Darwin's orchid, because it's one that he studied and made a wonderful prediction when he saw it \u2014 you can see that there's a very long nectar tube that descends down from the orchid. And basically what the insect has to do \u2014 we're in the middle of the flower \u2014 it has to stick its little proboscis right into the middle of that and all the way down that nectar tube to get to the nectar. And Darwin said, looking at this flower, ""I guess something has coevolved with this."" And sure enough, there's the insect. And I mean, normally it kind of rolls it away, but in its erect form, that's what it looks like.Now you can imagine that if nectar is such a valuable thing and expensive for the plant to produce and it attracts lots of pollinators, then, just as in human sex, people might start to deceive. They might say, ""I've got a bit of nectar. Do you want to come and get it?"" Now this is a plant. This is a plant here that insects in South Africa just love, and they've evolved with a long proboscis to get the nectar at the bottom. And this is the mimic. So this is a plant that is mimicking the first plant. And here is the long-probosced fly that has not gotten any nectar from the mimic, because the mimic doesn't give it any nectar. It thought it would get some. So not only has the fly not got the nectar from the mimic plant, it's also \u2014 if you look very closely just at the head end, you can see that it's got a bit of pollen that it would be transmitting to another plant, if only some botanist hadn't come along and stuck it to a blue piece of card.(Laughter)Now deceit carries on through the plant kingdom. This flower with its black dots: they might look like black dots to us, but if I tell you, to a male insect of the right species, that looks like two females who are really, really hot to trot. (Laughter) And when the insect gets there and lands on it, dousing itself in pollen, of course, that it's going to take to another plant, if you look at the every-home-should-have-one scanning electron microscope picture, you can see that there are actually some patterning there, which is three-dimensional. So it probably even feels good for the insect, as well as looking good.And these electron microscope pictures \u2014 here's one of an orchid mimicking an insect \u2014 you can see that different parts of the structure have different colors and different textures to our eye, have very, very different textures to what an insect might perceive. And this one is evolved to mimic a glossy metallic surface you see on some beetles. And under the scanning electron microscope, you can see the surface there \u2014 really quite different from the other surfaces we looked at. Sometimes the whole plant mimics an insect, even to us. I mean, I think that looks like some sort of flying animal or beast. It's a wonderful, amazing thing.This one's clever. It's called obsidian. I think of it as insidium sometimes. To the right species of bee, this looks like another very aggressive bee, and it goes and bonks it on the head lots and lots of times to try and drive it away, and, of course, covers itself with pollen. The other thing it does is that this plant mimics another orchid that has a wonderful store of food for insects. And this one doesn't have anything for them. So it's deceiving on two levels \u2014 fabulous.(Laughter)Here we see ylang ylang, the component of many perfumes. I actually smelt someone with some on earlier. And the flowers don't really have to be that gaudy. They're sending out a fantastic array of scent to any insect that'll have it. This one doesn't smell so good. This is a flower that really, really smells pretty nasty and is designed, again, evolved, to look like carrion. So flies love this. They fly in and they pollinate. This, which is helicodiceros, is also known as dead horse arum. I don't know what a dead horse actually smells like, but this one probably smells pretty much like it. It's really horrible. And blowflies just can't help themselves. They fly into this thing, and they fly all the way down it. They lay their eggs in it, thinking it's a nice bit of carrion, and not realizing that there's no food for the eggs, that the eggs are going to die, but the plant, meanwhile, has benefited, because the bristles release and the flies disappear to pollinate the next flower \u2014 fantastic.Here's arum, arum maculatum, ""lords and ladies,"" or ""cuckoo-pint"" in this country. I photographed this thing last week in Dorset. This thing heats up by about 15 degrees above ambient temperature \u2014 amazing. And if you look down into it, there's this sort of dam past the spadix, flies get attracted by the heat \u2014 which is boiling off volatile chemicals, little midges \u2014 and they get trapped underneath in this container. They drink this fabulous nectar and then they're all a bit sticky. At night they get covered in pollen, which showers down over them, and then the bristles that we saw above, they sort of wilt and allow all these midges out, covered in pollen \u2014 fabulous thing.Now if you think that's fabulous, this is one of my great favorites. This is the philodendron selloum. For anyone here from Brazil, you'll know about this plant. This is the most amazing thing. That sort of phallic bit there is about a foot long. And it does something that no other plant that I know of does, and that is that when it flowers \u2014 that's the spadix in the middle there \u2014 for a period of about two days, it metabolizes in a way which is rather similar to mammals. So instead of having starch, which is the food of plants, it takes something rather similar to brown fat and burns it at such a rate that it's burning fat, metabolizing, about the rate of a small cat. And that's twice the energy output, weight for weight, than a hummingbird \u2014 absolutely astonishing. This thing does something else which is unusual. Not only will it raise itself to 115 Fahrenheit, 43 or 44 degrees Centigrade, for two days, but it keeps constant temperature. There's a thermoregulation mechanism in there that keeps constant temperature. ""Now why does it do this,"" I hear you ask. Now wouldn't you know it, there's some beetles that just love to make love at that temperature. And they get inside, and they get it all on. (Laughter) And the plant showers them with pollen, and off they go and pollinate. And what a wonderful thing it is.Now most pollinators that we think about are insects, but actually in the tropics, many birds and butterflies pollinate. And many of the tropical flowers are red, and that's because butterflies and birds see similarly to us, we think, and can see the color red very well. But if you look at the spectrum, birds and us, we see red, green and blue and see that spectrum. Insects see green, blue and ultraviolet, and they see various shades of ultraviolet. So there's something that goes on off the end there. ""And wouldn't it be great if we could somehow see what that is,"" I hear you ask. Well yes we can. So what is an insect seeing? Last week I took these pictures of rock rose, helianthemum, in Dorset. These are little yellow flowers like we all see, little yellow flowers all over the place. And this is what it looks like with visible light. This is what it looks like if you take out the red. Most bees don't perceive red. And then I put some ultraviolet filters on my camera and took a very, very long exposure with the particular frequencies of ultraviolet light and this is what I got. And that's a real fantastic bull's eye.Now we don't know exactly what a bee sees, any more than you know what I'm seeing when I call this red. We can't know what's going on in \u2014 let alone an insect's \u2014 another human being's mind. But the contrast will look something like that, so standing out a lot from the background. Here's another little flower \u2014 different range of ultraviolet frequencies, different filters to match the pollinators. And that's the sort of thing that it would be seeing. Just in case you think that all yellow flowers have this property \u2014 no flower was damaged in the process of this shot; it was just attached to the tripod, not killed \u2014 then under ultraviolet light, look at that. And that could be the basis of a sunscreen because sunscreens work by absorbing ultraviolet light. So maybe the chemical in that would be useful.Finally, there's one of evening primrose that Bjorn Rorslett from Norway sent me \u2014 fantastic hidden pattern. And I love the idea of something hidden. I think there's something poetic here, that these pictures taken with ultraviolet filter, the main use of that filter is for astronomers to take pictures of Venus \u2014 actually the clouds of Venus. That's the main use of that filter. Venus, of course, is the god of love and fertility, which is the flower story. And just as flowers spend a lot of effort trying to get pollinators to do their bidding, they've also somehow managed to persuade us to plant great fields full of them and give them to each other at times of birth and death, and particularly at marriage, which, when you think of it, is the moment that encapsulates the transfer of genetic material from one organism to another.Thank you very much.(Applause)" +954924,294,"Clay Shirky looks at ""cognitive surplus"" -- the shared, online work we do with our spare brain cycles. While we're busy editing Wikipedia, posting to Ushahidi (and yes, making LOLcats), we're building a better, more cooperative world.",787,TED@Cannes,1277164800,30,Clay Shirky,Clay Shirky: How cognitive surplus will change the world,1,1277715840,"[{'id': 24, 'name': 'Persuasive', 'count': 358}, {'id': 8, 'name': 'Informative', 'count': 411}, {'id': 25, 'name': 'OK', 'count': 114}, {'id': 10, 'name': 'Inspiring', 'count': 444}, {'id': 11, 'name': 'Longwinded', 'count': 15}, {'id': 22, 'name': 'Fascinating', 'count': 245}, {'id': 9, 'name': 'Ingenious', 'count': 105}, {'id': 23, 'name': 'Jaw-dropping', 'count': 28}, {'id': 21, 'name': 'Unconvincing', 'count': 30}, {'id': 2, 'name': 'Confusing', 'count': 14}, {'id': 3, 'name': 'Courageous', 'count': 24}, {'id': 26, 'name': 'Obnoxious', 'count': 14}, {'id': 1, 'name': 'Beautiful', 'count': 24}, {'id': 7, 'name': 'Funny', 'count': 20}]","[{'id': 274, 'hero': 'https://pe.tedcdn.com/images/ted/e6c6b4815092ef9bd13a54705759297af68eaf7a_1600x1200.jpg', 'speaker': 'Clay Shirky', 'title': 'Institutions vs. collaboration', 'duration': 1246, 'slug': 'clay_shirky_on_institutions_versus_collaboration', 'viewed_count': 1097555}, {'id': 1770, 'hero': 'https://pe.tedcdn.com/images/ted/b2dc8e60a1f11d3138c4943b91756f2bb6703ff9_1600x1200.jpg', 'speaker': 'Juliana Rotich', 'title': 'Meet BRCK, Internet access built for Africa', 'duration': 573, 'slug': 'juliana_rotich_meet_brck_internet_access_built_for_africa', 'viewed_count': 630821}, {'id': 575, 'hero': 'https://pe.tedcdn.com/images/ted/59ead9099fde9f11dfa640dfe3e3c6144237825b_1600x1200.jpg', 'speaker': 'Clay Shirky', 'title': 'How social media can make history', 'duration': 948, 'slug': 'clay_shirky_how_cellphones_twitter_facebook_can_make_history', 'viewed_count': 1677746}, {'id': 523, 'hero': 'https://pe.tedcdn.com/images/ted/d9441da0244acb76f766b462f1674d4310cc6fd9_1600x1200.jpg', 'speaker': 'Erik Hersman', 'title': 'Reporting crisis via texting', 'duration': 236, 'slug': 'erik_hersman_on_reporting_crisis_via_texting', 'viewed_count': 403557}, {'id': 2796, 'hero': 'https://pe.tedcdn.com/images/ted/46ca6ed53d1e86a77af23776f5c693e2cada1b4a_2880x1620.jpg', 'speaker': 'Michael Patrick Lynch', 'title': 'How to see past your own perspective and find truth', 'duration': 866, 'slug': 'michael_patrick_lynch_how_to_see_past_your_own_perspective_and_find_truth', 'viewed_count': 1263091}, {'id': 916, 'hero': 'https://pe.tedcdn.com/images/ted/183882_800x600.jpg', 'speaker': 'Ethan Zuckerman', 'title': 'Listening to global voices', 'duration': 1185, 'slug': 'ethan_zuckerman', 'viewed_count': 694714}]",Social Media Theorist,"['collaboration', 'community', 'culture', 'technology', 'wikipedia']",How cognitive surplus will change the world,"https://www.ted.com/talks/clay_shirky_how_cognitive_surplus_will_change_the_world +","The story starts in Kenya in December of 2007, when there was a disputed presidential election, and in the immediate aftermath of that election, there was an outbreak of ethnic violence. And there was a lawyer in Nairobi, Ory Okolloh \u2014 who some of you may know from her TEDTalk \u2014 who began blogging about it on her site, Kenyan Pundit. And shortly after the election and the outbreak of violence, the government suddenly imposed a significant media blackout. And so weblogs went from being commentary as part of the media landscape to being a critical part of the media landscape in trying to understand where the violence was. And Okolloh solicited from her commenters more information about what was going on. The comments began pouring in, and Okolloh would collate them. She would post them. And she quickly said, ""It's too much. I could do this all day every day and I can't keep up. There is more information about what's going on in Kenya right now than any one person can manage. If only there was a way to automate this.""And two programmers who read her blog held their hands up and said, ""We could do that,"" and in 72 hours, they launched Ushahidi. Ushahidi \u2014 the name means ""witness"" or ""testimony"" in Swahili \u2014 is a very simple way of taking reports from the field, whether it's from the web or, critically, via mobile phones and SMS, aggregating it and putting it on a map. That's all it is, but that's all that's needed because what it does is it takes the tacit information available to the whole population \u2014 everybody knows where the violence is, but no one person knows what everyone knows \u2014 and it takes that tacit information and it aggregates it, and it maps it and it makes it public. And that, that maneuver called ""crisis mapping,"" was kicked off in Kenya in January of 2008.And enough people looked at it and found it valuable enough that the programmers who created Ushahidi decided they were going to make it open source and turn it into a platform. It's since been deployed in Mexico to track electoral fraud. It's been deployed in Washington D.C. to track snow cleanup. And it's been used most famously in Haiti in the aftermath of the earthquake. And when you look at the map now posted on the Ushahidi front page, you can see that the number of deployments in Ushahidi has gone worldwide, all right? This went from a single idea and a single implementation in East Africa in the beginning of 2008 to a global deployment in less than three years.Now what Okolloh did would not have been possible without digital technology. What Okolloh did would not have been possible without human generosity. And the interesting moment now, the number of environments where the social design challenge relies on both of those things being true. That is the resource that I'm talking about. I call it cognitive surplus. And it represents the ability of the world's population to volunteer and to contribute and collaborate on large, sometimes global, projects. Cognitive surplus is made up of two things. The first, obviously, is the world's free time and talents. The world has over a trillion hours a year of free time to commit to shared projects. Now, that free time existed in the 20th century, but we didn't get Ushahidi in the 20th century.That's the second half of cognitive surplus. The media landscape in the 20th century was very good at helping people consume, and we got, as a result, very good at consuming. But now that we've been given media tools \u2014 the Internet, mobile phones \u2014 that let us do more than consume, what we're seeing is that people weren't couch potatoes because we liked to be. We were couch potatoes because that was the only opportunity given to us. We still like to consume, of course. But it turns out we also like to create, and we like to share. And it's those two things together \u2014 ancient human motivation and the modern tools to allow that motivation to be joined up in large-scale efforts \u2014 that are the new design resource. And using cognitive surplus, we're starting to see truly incredible experiments in scientific, literary, artistic, political efforts. Designing.We're also getting, of course, a lot of LOLcats. LOLcats are cute pictures of cats made cuter with the addition of cute captions. And they are also part of the abundant media landscape we're getting now. This is one of the participatory \u2014 one of the participatory models we see coming out of that, along with Ushahidi. Now I want to stipulate, as the lawyers say, that LOLcats are the stupidest possible creative act. There are other candidates of course, but LOLcats will do as a general case. But here's the thing: The stupidest possible creative act is still a creative act. Someone who has done something like this, however mediocre and throwaway, has tried something, has put something forward in public. And once they've done it, they can do it again, and they could work on getting it better.There is a spectrum between mediocre work and good work, and as anybody who's worked as an artist or a creator knows, it's a spectrum you're constantly struggling to get on top of. The gap is between doing anything and doing nothing. And someone who makes a LOLcat has already crossed over that gap. Now it's tempting to want to get the Ushahidis without the LOLcats, right, to get the serious stuff without the throwaway stuff. But media abundance never works that way. Freedom to experiment means freedom to experiment with anything. Even with the sacred printing press, we got erotic novels 150 years before we got scientific journals.So before I talk about what is, I think, the critical difference between LOLcats and Ushahidi, I want to talk about their shared source. And that source is design for generosity. It is one of the curiosities of our historical era that even as cognitive surplus is becoming a resource we can design around, social sciences are also starting to explain how important our intrinsic motivations are to us, how much we do things because we like to do them rather than because our boss told us to do them, or because we're being paid to do them.This is a graph from a paper by Uri Gneezy and Aldo Rustichini, who set out to test, at the beginning of this decade, what they called ""deterrence theory."" And deterrence theory is a very simple theory of human behavior: If you want somebody to do less of something, add a punishment and they'll do less of it. Simple, straightforward, commonsensical \u2014 also, largely untested. And so they went and studied 10 daycare centers in Haifa, Israel. They studied those daycare centers at the time of highest tension, which is pick-up time. At pick-up time the teachers, who have been with your children all day, would like you to be there at the appointed hour to take your children back. Meanwhile, the parents \u2014 perhaps a little busy at work, running late, running errands \u2014 want a little slack to pick the kids up late.So Gneezy and Rustichini said, ""How many instances of late pick-ups are there at these 10 daycare centers?"" Now they saw \u2014 and this is what the graph is, these are the number of weeks and these are the number of late arrivals \u2014 that there were between six and 10 instances of late pick-ups on average in these 10 daycare centers. So they divided the daycare centers into two groups. The white group there is the control group; they change nothing. But the group of daycare centers represented by the black line, they said, ""We are changing this bargain as of right now. If you pick your kid up more than 10 minutes late, we're going to add a 10 shekel fine to your bill. Boom. No ifs, ands or buts.""And the minute they did that, the behavior in those daycare centers changed. Late pick-ups went up every week for the next four weeks until they topped out at triple the pre-fine average, and then they fluctuated at between double and triple the pre-fine average for the life of the fine. And you can see immediately what happened, right? The fine broke the culture of the daycare center. By adding a fine, what they did was communicate to the parents that their entire debt to the teachers had been discharged with the payment of 10 shekels, and that there was no residue of guilt or social concern that the parents owed the teachers. And so the parents, quite sensibly, said, ""10 shekels to pick my kid up late? What could be bad?"" (Laughter)The explanation of human behavior that we inherited in the 20th century was that we are all rational, self-maximizing actors, and in that explanation \u2014 the daycare center had no contract \u2014 should have been operating without any constraints. But that's not right. They were operating with social constraints rather than contractual ones. And critically, the social constraints created a culture that was more generous than the contractual constraints did. So Gneezy and Rustichini run this experiment for a dozen weeks \u2014 run the fine for a dozen weeks \u2014 and then they say, ""Okay, that's it. All done; fine."" And then a really interesting thing happens: Nothing changes. The culture that got broken by the fine stayed broken when the fine was removed. Not only are economic motivations and intrinsic motivations incompatible, that incompatibility can persist over long periods. So the trick in designing these kinds of situations is to understand where you're relying on the economic part of the bargain \u2014 as with the parents paying the teachers \u2014 and when you're relying on the social part of the bargain, when you're really designing for generosity.This brings me back to the LOLcats and to Ushahidi. This is, I think, the range that matters. Both of these rely on cognitive surplus. Both of these design for the assumption that people like to create and we want to share. Here is the critical difference between these: LOLcats is communal value. It's value created by the participants for each other. Communal value on the networks we have is everywhere \u2014 every time you see a large aggregate of shared, publicly available data, whether it's photos on Flickr or videos on Youtube or whatever. This is good. I like LOLcats as much as the next guy, maybe a little more even, but this is also a largely solved problem. I have a hard time envisioning a future in which someone is saying, ""Where, oh where, can I find a picture of a cute cat?""Ushahidi, by contrast, is civic value. It's value created by the participants but enjoyed by society as a whole. The goals set out by Ushahidi are not just to make life better for the participants, but to make life better for everyone in the society in which Ushahidi is operating. And that kind of civic value is not just a side effect of opening up to human motivation. It really is going to be a side effect of what we, collectively, make of these kinds of efforts. There are a trillion hours a year of participatory value up for grabs. That will be true year-in and year-out. The number of people who are going to be able to participate in these kinds of projects is going to grow, and we can see that organizations designed around a culture of generosity can achieve incredible effects without an enormous amount of contractual overhead \u2014 a very different model than our default model for large-scale group action in the 20th century.What's going to make the difference here is what Dean Kamen said, the inventor and entrepreneur. Kamen said, ""Free cultures get what they celebrate."" We've got a choice before us. We've got this trillion hours a year. We can use it to crack each other up, and we're going to do that. That, we get for free. But we can also celebrate and support and reward the people trying to use cognitive surplus to create civic value. And to the degree we're going to do that, to the degree we're able to do that, we'll be able to change society.Thank you very much." +1406151,356,"At her Harvard commencement speech, ""Harry Potter"" author JK Rowling offers some powerful, heartening advice to dreamers and overachievers, including one hard-won lesson that she deems ""worth more than any qualification I ever earned.""",1258,Harvard University,1212624000,0,JK Rowling,JK Rowling: The fringe benefits of failure,1,1264863780,"[{'id': 26, 'name': 'Obnoxious', 'count': 18}, {'id': 10, 'name': 'Inspiring', 'count': 3436}, {'id': 7, 'name': 'Funny', 'count': 969}, {'id': 1, 'name': 'Beautiful', 'count': 1288}, {'id': 24, 'name': 'Persuasive', 'count': 498}, {'id': 3, 'name': 'Courageous', 'count': 745}, {'id': 25, 'name': 'OK', 'count': 98}, {'id': 22, 'name': 'Fascinating', 'count': 422}, {'id': 8, 'name': 'Informative', 'count': 322}, {'id': 23, 'name': 'Jaw-dropping', 'count': 371}, {'id': 9, 'name': 'Ingenious', 'count': 245}, {'id': 2, 'name': 'Confusing', 'count': 14}, {'id': 21, 'name': 'Unconvincing', 'count': 18}, {'id': 11, 'name': 'Longwinded', 'count': 40}]","[{'id': 453, 'hero': 'https://pe.tedcdn.com/images/ted/f2f6d094758c36a61b3ee7992a9b197eb4c07979_2880x1620.jpg', 'speaker': 'Elizabeth Gilbert', 'title': 'Your elusive creative genius', 'duration': 1149, 'slug': 'elizabeth_gilbert_on_genius', 'viewed_count': 13155566}, {'id': 720, 'hero': 'https://pe.tedcdn.com/images/ted/4c44fe353a0108670d9e7cd8a8ee957a398b85c7_2880x1620.jpg', 'speaker': 'Steve Jobs', 'title': 'How to live before you die', 'duration': 904, 'slug': 'steve_jobs_how_to_live_before_you_die', 'viewed_count': 8744380}, {'id': 923, 'hero': 'https://pe.tedcdn.com/images/ted/fe7066b02de486b7f4285f539ebd04e17bfbeeb7_2880x1620.jpg', 'speaker': 'Jeff Bezos', 'title': 'What matters more than your talents', 'duration': 1124, 'slug': 'jeff_bezos_gifts_vs_choices', 'viewed_count': 659660}]",Author,"['books', 'creativity', 'goal-setting', 'poverty', 'writing']",The fringe benefits of failure,"https://www.ted.com/talks/jk_rowling_the_fringe_benefits_of_failure +",nan +1310078,170,"The ten women in this chorus have all been sentenced to life in prison. They share a moving song about their experiences \u2014 one that reveals their hopes, regrets and fears. ""I'm not an angel,"" sings one, ""but I'm not the devil.""\xa0Filmed at an independent TEDx event inside Muncy State Prison,\xa0it's a rare and poignant look inside the world of people imprisoned with no hope of parole. (Note: The prison's Office of Victim Advocacy has ensured that victims were treated fairly and respectfully around this TEDx event.)",576,TEDxMuncyStatePrison,1416528000,29,The Lady Lifers,The Lady Lifers: A moving song from women in prison for life,1,1431702699,"[{'id': 1, 'name': 'Beautiful', 'count': 401}, {'id': 3, 'name': 'Courageous', 'count': 306}, {'id': 21, 'name': 'Unconvincing', 'count': 34}, {'id': 22, 'name': 'Fascinating', 'count': 64}, {'id': 10, 'name': 'Inspiring', 'count': 230}, {'id': 24, 'name': 'Persuasive', 'count': 50}, {'id': 23, 'name': 'Jaw-dropping', 'count': 71}, {'id': 8, 'name': 'Informative', 'count': 80}, {'id': 9, 'name': 'Ingenious', 'count': 10}, {'id': 2, 'name': 'Confusing', 'count': 13}, {'id': 26, 'name': 'Obnoxious', 'count': 13}, {'id': 11, 'name': 'Longwinded', 'count': 9}, {'id': 25, 'name': 'OK', 'count': 41}, {'id': 7, 'name': 'Funny', 'count': 1}]","[{'id': 2029, 'hero': 'https://pe.tedcdn.com/images/ted/535751efd934740f65decb5309496066e2e3ff4e_2400x1800.jpg', 'speaker': 'Shaka Senghor', 'title': 'Why your worst deeds don\u2019t define you', 'duration': 720, 'slug': 'shaka_senghor_why_your_worst_deeds_don_t_define_you', 'viewed_count': 1439626}, {'id': 1624, 'hero': 'https://pe.tedcdn.com/images/ted/28d6fdbc71f8ab7559b394cb64fb380a90252a6c_1600x1200.jpg', 'speaker': 'Jeff Smith', 'title': 'Lessons in business ... from prison', 'duration': 300, 'slug': 'jeff_smith_lessons_in_business_from_prison', 'viewed_count': 1233552}, {'id': 2057, 'hero': 'https://pe.tedcdn.com/images/ted/69e4f4f5e656aa0f9d1ea4ab6accd8a7fd05b2a7_2400x1800.jpg', 'speaker': 'Dan Pacholke', 'title': 'How prisons can help inmates live meaningful lives', 'duration': 632, 'slug': 'dan_pacholke_how_prisons_can_help_inmates_live_meaningful_lives', 'viewed_count': 812963}, {'id': 2352, 'hero': 'https://pe.tedcdn.com/images/ted/a1f6ba3d17e6e9d7404ee1ff61546579c2126b52_2880x1620.jpg', 'speaker': 'Will Potter', 'title': ""The secret US prisons you've never heard of before"", 'duration': 895, 'slug': 'will_potter_the_secret_us_prisons_you_ve_never_heard_of_before', 'viewed_count': 2507948}, {'id': 2538, 'hero': 'https://pe.tedcdn.com/images/ted/a3ee6d78dd8bc7b305a024393c0e90293bbb08dc_2880x1620.jpg', 'speaker': 'John Legend', 'title': '""Redemption Song""', 'duration': 518, 'slug': 'john_legend_redemption_song', 'viewed_count': 1538089}, {'id': 1288, 'hero': 'https://pe.tedcdn.com/images/ted/eeadc40ac13ac2237d4f6ade8443e88a80fb3679_800x600.jpg', 'speaker': 'Karen Tse', 'title': 'How to stop torture', 'duration': 763, 'slug': 'karen_tse_how_to_stop_torture', 'viewed_count': 532420}]",Inmates,"['live music', 'music', 'prison']",A moving song from women in prison for life,"https://www.ted.com/talks/the_lady_lifers_a_moving_song_from_women_in_prison_for_life +","(Music) Dannielle Hadley: Life in Pennsylvania means just that: life without the possibility of parole. For us lifers, as we call ourselves, our only chance for release is through commutation, which has only been granted to two women since 1989, close to 30 years ago. Our song, ""This Is Not Our Home,"" it tells of our experiences while doing life without the possibility of parole.(Music)Brenda Watkins: I'm a woman.I'm a grandmother.I'm a daughter.I have a son.I'm not an angel.I'm not the devil.I came to jailwhen I was so young.I spend my time hereinside these prison walls.Lost friends to death,saw some go home.Watch years pass,people come and go,while I do life without parole.I am a prisoner for the wrong I've done.I'm doing time here.This is not my home.Dream of freedom, hope for mercy.Will I seemy familyor die alone?As the years go by,I hold back my tears,because if I cry I'd give in to fear.I must be strong, have to hold on.Gotta get throughanother year.I am a prisoner for the wrong I've done.I'm doing time here. This is not my home.Dream of freedom, hope for mercy.Will I seemy familyor die alone?I'm not saying that I'm not guilty,I'm not saying that I shouldn't pay.All I'm asking is for forgiveness.Gotta have hope I'll be free someday.Is there a place for mein the world out there?Will they ever know or care that I'm chained?Is there redemption for the sin of my younger days?Because I've changed.Lord knows I've changed.I am a prisoner for the wrong I've done.I'm doing time here. This is not my home.Dream of freedom, hope for mercy.Will I seemy familyor die alone?Will I seemy familyor die alone?I'm known to you as Inmate 008106. Incarcerated 29 years. My name is Brenda Watkins. I was born and raised in Hoffman, North Carolina. This is not my home.(Applause)Thelma Nichols: Inmate number 0B2472. I've been incarcerated for 27 years. My name is Thelma Nichols. I was born and raised in Philadelphia, P.A. This is not my home.(Applause)DH: 008494. I've been incarcerated for 27 years. My name is Dannielle Hadley. I was born and raised in Philadelphia, P.A, and this is not my home.(Applause)Theresa Battles: Inmate 008309. I've been incarcerated for 27 years. My name is Theresa Battles. I'm from Norton, New Jersey, and this is not my home.(Applause)Debra Brown: I am known as Inmate 007080. I've been incarcerated for 30 years. My name is Debra Brown. I'm from Pittsburgh, Pennsylvania. This is not my home.(Applause)Joann Butler: 005961. I've been incarcerated for 37 years. My name is Joann Butler, and I was born and raised in Philadelphia. This is not my home.(Applause)Diane Hamill Metzger: Number 005634. I've been incarcerated for 39 and one half years. My name is Diane Hamill Metzger. I'm from Philadelphia, Pennsylvania, and this is not my home.(Applause)Lena Brown: I am 004867. Incarcerated 40 years. My name is Lena Brown, and I was born and raised in Pittsburgh, Pennsylvania, and this is not my home.(Applause)Trina Garnett: My number is 005545. My name is Trina Garnett, I've been incarcerated for 37 years, since I was 14 years old. Born and raised in Chester, Pennsylvania, and this is not my home.(Applause)Will I seemy familyor die alone?Or die alone?(Applause)" +4375111,383,"Temple Grandin, diagnosed with autism as a child, talks about how her mind works -- sharing her ability to ""think in pictures,"" which helps her solve problems that neurotypical brains might miss. She makes the case that the world needs people on the autism spectrum: visual thinkers, pattern thinkers, verbal thinkers, and all kinds of smart geeky kids.",1183,TED2010,1265760000,37,Temple Grandin,Temple Grandin: The world needs all kinds of minds,1,1267001040,"[{'id': 3, 'name': 'Courageous', 'count': 843}, {'id': 10, 'name': 'Inspiring', 'count': 2290}, {'id': 8, 'name': 'Informative', 'count': 1432}, {'id': 23, 'name': 'Jaw-dropping', 'count': 341}, {'id': 22, 'name': 'Fascinating', 'count': 1357}, {'id': 21, 'name': 'Unconvincing', 'count': 31}, {'id': 24, 'name': 'Persuasive', 'count': 542}, {'id': 1, 'name': 'Beautiful', 'count': 312}, {'id': 9, 'name': 'Ingenious', 'count': 302}, {'id': 7, 'name': 'Funny', 'count': 141}, {'id': 11, 'name': 'Longwinded', 'count': 45}, {'id': 25, 'name': 'OK', 'count': 99}, {'id': 2, 'name': 'Confusing', 'count': 39}, {'id': 26, 'name': 'Obnoxious', 'count': 27}]","[{'id': 229, 'hero': 'https://pe.tedcdn.com/images/ted/eefe30d20338d800bdc70a09dc0f6007e7355a74_2880x1620.jpg', 'speaker': 'Jill Bolte Taylor', 'title': 'My stroke of insight', 'duration': 1099, 'slug': 'jill_bolte_taylor_s_powerful_stroke_of_insight', 'viewed_count': 21191066}, {'id': 2136, 'hero': 'https://pe.tedcdn.com/images/ted/92b5d0860d0450e5bad9f4aba68031ebb35430c4_2880x1620.jpg', 'speaker': 'Rosie King', 'title': 'How autism freed me to be myself', 'duration': 368, 'slug': 'rosie_king_how_autism_freed_me_to_be_myself', 'viewed_count': 2226080}, {'id': 2286, 'hero': 'https://pe.tedcdn.com/images/ted/3792a2141b877afca1c948fbfc421a2f17490f2a_2880x1620.jpg', 'speaker': 'Steve Silberman', 'title': 'The forgotten history of autism', 'duration': 828, 'slug': 'steve_silberman_the_forgotten_history_of_autism', 'viewed_count': 1476336}, {'id': 2310, 'hero': 'https://pe.tedcdn.com/images/ted/5ab70a8813bed2fe065ca7534513866145155873_2880x1620.jpg', 'speaker': 'Alix Generous', 'title': ""How I learned to communicate my inner life with Asperger's"", 'duration': 626, 'slug': 'alix_generous_how_i_learned_to_communicate_my_inner_life_with_asperger_s', 'viewed_count': 1591442}, {'id': 1472, 'hero': 'https://pe.tedcdn.com/images/ted/db6bc23568539d3e695e305855ad8bde51e8c775_800x600.jpg', 'speaker': 'Ami Klin', 'title': 'A new way to diagnose autism', 'duration': 1184, 'slug': 'ami_klin_a_new_way_to_diagnose_autism', 'viewed_count': 572274}, {'id': 1985, 'hero': 'https://pe.tedcdn.com/images/ted/682f3f12bf88ac224376f8062f828c43416b174d_1600x1200.jpg', 'speaker': 'Wendy Chung', 'title': ""Autism \u2014 what we know (and what we don't know yet)"", 'duration': 935, 'slug': 'wendy_chung_autism_what_we_know_and_what_we_don_t_know_yet', 'viewed_count': 2305494}]","Livestock handling designer, autism activist","['Autism spectrum disorder', 'animals', 'brain', 'design', 'education', 'invention', 'mental health', 'science', 'technology']",The world needs all kinds of minds,"https://www.ted.com/talks/temple_grandin_the_world_needs_all_kinds_of_minds +","I think I'll start out and just talk a little bit about what exactly autism is. Autism is a very big continuum that goes from very severe \u2014 the child remains nonverbal \u2014 all the way up to brilliant scientists and engineers. And I actually feel at home here, because there's a lot of autism genetics here.(Laughter)You wouldn't have any \u2014(Applause)It's a continuum of traits. When does a nerd turn into Asperger, which is just mild autism? I mean, Einstein and Mozart and Tesla would all be probably diagnosed as autistic spectrum today. And one of the things that is really going to concern me is getting these kids to be the ones that are going to invent the next energy things that Bill Gates talked about this morning.OK, now, if you want to understand autism: animals. I want to talk to you now about different ways of thinking. You have to get away from verbal language. I think in pictures. I don't think in language. Now, the thing about the autistic mind is it attends to details. This is a test where you either have to pick out the big letters or the little letters, and the autistic mind picks out the little letters more quickly.And the thing is, the normal brain ignores the details. Well, if you're building a bridge, details are pretty important because it'll fall down if you ignore the details. And one of my big concerns with a lot of policy things today is things are getting too abstract. People are getting away from doing hands-on stuff. I'm really concerned that a lot of the schools have taken out the hands-on classes, because art, and classes like that \u2014 those are the classes where I excelled.In my work with cattle, I noticed a lot of little things that most people don't notice would make the cattle balk. For example, this flag waving right in front of the veterinary facility. This feed yard was going to tear down their whole veterinary facility; all they needed to do was move the flag. Rapid movement, contrast. In the early '70s when I started, I got right down in the chutes to see what cattle were seeing. People thought that was crazy. A coat on a fence would make them balk, shadows would make them balk, a hose on the floor \u2014 people weren't noticing these things. A chain hanging down ... And that's shown very, very nicely in the movie.In fact, I loved the movie, how they duplicated all my projects. That's the geek side. My drawings got to star in the movie, too. And, actually, it's called ""Temple Grandin,"" not ""Thinking in Pictures.""So what is thinking in pictures? It's literally movies in your head. My mind works like Google for images. When I was a young kid, I didn't know my thinking was different. I thought everybody thought in pictures. Then when I did my book, ""Thinking in Pictures,"" I started interviewing people about how they think. And I was shocked to find out that my thinking was quite different. Like if I say, ""Think about a church steeple,"" most people get this sort of generalized generic one. Now, maybe that's not true in this room, but it's going to be true in a lot of different places. I see only specific pictures. They flash up into my memory, just like Google for pictures. And in the movie, they've got a great scene in there, where the word ""shoe"" is said, and a whole bunch of '50s and '60s shoes pop into my imagination.OK, there's my childhood church; that's specific. There's some more, Fort Collins. OK, how about famous ones? And they just kind of come up, kind of like this. Just really quickly, like Google for pictures. And they come up one at a time, and then I think, ""OK, well, maybe we can have it snow, or we can have a thunderstorm,"" and I can hold it there and turn them into videos.Now, visual thinking was a tremendous asset in my work designing cattle-handling facilities. And I've worked really hard on improving how cattle are treated at the slaughter plant. I'm not going to go into any gucky slaughter slides. I've got that stuff up on YouTube, if you want to look at it.(Laughter)But one of the things that I was able to do in my design work is I could test-run a piece of equipment in my mind, just like a virtual reality computer system. And this is an aerial view of a recreation of one of my projects that was used in the movie. That was like just so super cool. And there were a lot of, kind of, Asperger types and autism types working out there on the movie set, too.(Laughter)But one of the things that really worries me is: Where's the younger version of those kids going today? They're not ending up in Silicon Valley, where they belong.(Laughter)(Applause)One of the things I learned very early on because I wasn't that social, is I had to sell my work, and not myself. And the way I sold livestock jobs is I showed off my drawings, I showed off pictures of things. Another thing that helped me as a little kid is, boy, in the '50s, you were taught manners. You were taught you can't pull the merchandise off the shelves in the store and throw it around.When kids get to be in third or fourth grade, you might see that this kid's going to be a visual thinker, drawing in perspective. Now, I want to emphasize that not every autistic kid is going to be a visual thinker. Now, I had this brain scan done several years ago, and I used to joke around about having a gigantic Internet trunk line going deep into my visual cortex. This is tensor imaging. And my great big Internet trunk line is twice as big as the control's. The red lines there are me, and the blue lines are the sex and age-matched control. And there I got a gigantic one, and the control over there, the blue one, has got a really small one.And some of the research now is showing that people on the spectrum actually think with the primary visual cortex. Now, the thing is, the visual thinker is just one kind of mind. You see, the autistic mind tends to be a specialist mind \u2014 good at one thing, bad at something else. And where I was bad was algebra. And I was never allowed to take geometry or trig. Gigantic mistake. I'm finding a lot of kids who need to skip algebra, go right to geometry and trig.Now, another kind of mind is the pattern thinker. More abstract. These are your engineers, your computer programmers. This is pattern thinking. That praying mantis is made from a single sheet of paper \u2014 no scotch tape, no cuts. And there in the background is the pattern for folding it. Here are the types of thinking: photo-realistic visual thinkers, like me; pattern thinkers, music and math minds. Some of these oftentimes have problems with reading. You also will see these kind of problems with kids that are dyslexic. You'll see these different kinds of minds. And then there's a verbal mind, they know every fact about everything.Now, another thing is the sensory issues. I was really concerned about having to wear this gadget on my face. And I came in half an hour beforehand so I could have it put on and kind of get used to it, and they got it bent so it's not hitting my chin. But sensory is an issue. Some kids are bothered by fluorescent lights; others have problems with sound sensitivity. You know, it's going to be variable.Now, visual thinking gave me a whole lot of insight into the animal mind. Because think about it: an animal is a sensory-based thinker, not verbal \u2014 thinks in pictures, thinks in sounds, thinks in smells. Think about how much information there is on the local fire hydrant. He knows who's been there \u2014(Laughter)When they were there. Are they friend or foe? Is there anybody he can go mate with? There's a ton of information on that fire hydrant. It's all very detailed information. And looking at these kind of details gave me a lot of insight into animals.Now, the animal mind, and also my mind, puts sensory-based information into categories. Man on a horse, and a man on the ground \u2014 that is viewed as two totally different things. You could have a horse that's been abused by a rider. They'll be absolutely fine with the veterinarian and with the horseshoer, but you can't ride him. You have another horse, where maybe the horseshoer beat him up, and he'll be terrible for anything on the ground with the veterinarian, but a person can ride him. Cattle are the same way. Man on a horse, a man on foot \u2014 they're two different things. You see, it's a different picture. See, I want you to think about just how specific this is.Now, this ability to put information into categories, I find a lot of people are not very good at this. When I'm out troubleshooting equipment or problems with something in a plant, they don't seem to be able to figure out: ""Do I have a training-people issue? Or do I have something wrong with the equipment?"" In other words, categorize equipment problem from a people problem. I find a lot of people have difficulty doing that. Now, let's say I figure out it's an equipment problem. Is it a minor problem, with something simple I can fix? Or is the whole design of the system wrong? People have a hard time figuring that out.Let's just look at something like, you know, solving problems with making airlines safer. Yeah, I'm a million-mile flier. I do lots and lots of flying, and if I was at the FAA, what would I be doing a lot of direct observation of? It would be their airplane tails. You know, five fatal wrecks in the last 20 years, the tail either came off, or steering stuff inside the tail broke in some way. It's tails, pure and simple. And when the pilots walk around the plane, guess what? They can't see that stuff inside the tail. Now as I think about that, I'm pulling up all of that specific information. It's specific. See, my thinking's bottom-up. I take all the little pieces and I put the pieces together like a puzzle.Now, here is a horse that was deathly afraid of black cowboy hats. He'd been abused by somebody with a black cowboy hat. White cowboy hats, that was absolutely fine. Now, the thing is, the world is going to need all of the different kinds of minds to work together. We've got to work on developing all these different kinds of minds. And one of the things that is driving me really crazy as I travel around and I do autism meetings, is I'm seeing a lot of smart, geeky, nerdy kids, and they just aren't very social, and nobody's working on developing their interest in something like science.And this brings up the whole thing of my science teacher. My science teacher is shown absolutely beautifully in the movie. I was a goofball student when I was in high school. I just didn't care at all about studying, until I had Mr. Carlock's science class. He was now Dr. Carlock in the movie. And he got me challenged to figure out an optical illusion room. This brings up the whole thing of you've got to show kids interesting stuff. You know, one of the things that I think maybe TED ought to do is tell all the schools about all the great lectures that are on TED, and there's all kinds of great stuff on the Internet to get these kids turned on. Because I'm seeing a lot of these geeky, nerdy kids, and the teachers out in the Midwest and other parts of the country when you get away from these tech areas, they don't know what to do with these kids. And they're not going down the right path.The thing is, you can make a mind to be more of a thinking and cognitive mind, or your mind can be wired to be more social. And what some of the research now has shown in autism is there may by extra wiring back here in the really brilliant mind, and we lose a few social circuits here. It's kind of a trade-off between thinking and social. And then you can get to the point where it's so severe, you're going to have a person that's going to be non-verbal. In the normal human mind, language covers up the visual thinking we share with animals.This is the work of Dr. Bruce Miller. He studied Alzheimer's patients that had frontal temporal lobe dementia. And the dementia ate out the language parts of the brain. And then this artwork came out of somebody who used to install stereos in cars. Now, Van Gogh doesn't know anything about physics, but I think it's very interesting that there was some work done to show that this eddy pattern in this painting followed a statistical model of turbulence, which brings up the whole interesting idea of maybe some of this mathematical patterns is in our own head.And the Wolfram stuff \u2014 I was taking notes and writing down all the search words I could use, because I think that's going to go on in my autism lectures. We've got to show these kids interesting stuff. And they've taken out the auto-shop class and the drafting class and the art class. I mean, art was my best subject in school.We've got to think about all these different kinds of minds, and we've got to absolutely work with these kind of minds, because we absolutely are going to need these kinds of people in the future. And let's talk about jobs. OK, my science teacher got me studying, because I was a goofball that didn't want to study. But you know what? I was getting work experience. I'm seeing too many of these smart kids who haven't learned basic things, like how to be on time \u2014 I was taught that when I was eight years old. How to have table manners at granny's Sunday party. I was taught that when I was very, very young. And when I was 13, I had a job at a dressmaker's shop sewing clothes. I did internships in college, I was building things, and I also had to learn how to do assignments.You know, all I wanted to do was draw pictures of horses when I was little. My mother said, ""Well let's do a picture of something else."" They've got to learn how to do something else. Let's say the kid is fixated on Legos. Let's get him working on building different things. The thing about the autistic mind is it tends to be fixated. Like if the kid loves race cars, let's use race cars for math. Let's figure out how long it takes a race car to go a certain distance. In other words, use that fixation in order to motivate that kid, that's one of the things we need to do. I really get fed up when the teachers, especially when you get away from this part of the country, they don't know what to do with these smart kids. It just drives me crazy.What can visual thinkers do when they grow up? They can do graphic design, all kinds of stuff with computers, photography, industrial design. The pattern thinkers \u2014 they're the ones that are going to be your mathematicians, your software engineers, your computer programmers, all of those kinds of jobs. And then you've got the word minds; they make great journalists, and they also make really, really good stage actors. Because the thing about being autistic is, I had to learn social skills like being in a play. You just kind of ... you just have to learn it.And we need to be working with these students. And this brings up mentors. You know, my science teacher was not an accredited teacher. He was a NASA space scientist. Some states now are getting it to where, if you have a degree in biology or in chemistry, you can come into the school and teach biology or chemistry. We need to be doing that. Because what I'm observing is, the good teachers, for a lot of these kids, are out in the community colleges. But we need to be getting some of these good teachers into the high schools.Another thing that can be very, very, very successful is: there's a lot of people that may have retired from working in the software industry, and they can teach your kid. And it doesn't matter if what they teach them is old, because what you're doing is you're lighting the spark. You're getting that kid turned on. And you get him turned on, then you'll learn all the new stuff. Mentors are just essential. I cannot emphasize enough what my science teacher did for me. And we've got to mentor them, hire them.And if you bring them in for internships in your companies, the thing about the autism, Asperger-y kind of mind, you've got to give them a specific task. Don't just say, ""Design new software."" You've got to tell them something more specific: ""We're designing software for a phone and it has to do some specific thing, and it can only use so much memory."" That's the kind of specificity you need.Well, that's the end of my talk. And I just want to thank everybody for coming. It was great to be here.(Applause) (Applause ends)Oh \u2014 you have a question for me? OK.(Applause)Chris Anderson: Thank you so much for that. You know, you once wrote \u2014 I like this quote: ""If by some magic, autism had been eradicated from the face of the Earth, then men would still be socializing in front of a wood fire at the entrance to a cave.""(Laughter)Temple Grandin: Because who do you think made the first stone spear? It was the Asperger guy, and if you were to get rid of all the autism genetics, there'd be no more Silicon Valley, and the energy crisis would not be solved.(Applause)CA: I want to ask you a couple other questions, and if any of these feel inappropriate, it's OK just to say, ""Next question."" But if there is someone here who has an autistic child, or knows an autistic child and feels kind of cut off from them, what advice would you give them?TG: Well, first of all, we've got to look at age. If you have a two, three or four-year-old, no speech, no social interaction, I can't emphasize enough: Don't wait. You need at least 20 hours a week of one-to-one teaching. The thing is, autism comes in different degrees. About half of the people on the spectrum are not going to learn to talk, and they won't be working in Silicon Valley. That would not be a reasonable thing for them to do.But then you get these smart, geeky kids with a touch of autism, and that's where you've got to get them turned on with doing interesting things. I got social interaction through shared interests \u2014 I rode horses with other kids, I made model rockets with other kids, did electronics lab with other kids. And in the '60s, it was gluing mirrors onto a rubber membrane on a speaker to make a light show. That was, like, we considered that super cool.(Laughter)CA: Is it unrealistic for them to hope or think that that child loves them, as some might, as most, wish?TG: Well, I tell you, that child will be loyal, and if your house is burning down, they're going to get you out of it.CA: Wow. So most people, if you ask them what they're most passionate about, they'd say things like, ""My kids"" or ""My lover."" What are you most passionate about?TG: I'm passionate about that the things I do are going to make the world a better place. When I have a mother of an autistic child say, ""My kid went to college because of your book or one of your lectures,"" that makes me happy.You know, the slaughter plants I worked with in the '80s; they were absolutely awful. I developed a really simple scoring system for slaughter plants, where you just measure outcomes: How many cattle fell down? How many got poked with the prodder? How many cattle are mooing their heads off? And it's very, very simple. You directly observe a few simple things. It's worked really well. I get satisfaction out of seeing stuff that makes real change in the real world. We need a lot more of that, and a lot less abstract stuff.CA: Totally.(Applause)CA: When we were talking on the phone, one of the things you said that really astonished me was that one thing you were passionate about was server farms. Tell me about that.TG: Well, the reason why I got really excited when I read about that, it contains knowledge. It's libraries. And to me, knowledge is something that is extremely valuable. So, maybe over 10 years ago now, our library got flooded. This is before the Internet got really big. And I was really upset about all the books being wrecked, because it was knowledge being destroyed. And server farms, or data centers, are great libraries of knowledge.CA: Temple, can I just say, it's an absolute delight to have you at TED. Thank you so much.TG: Well, thank you so much. Thank you.(Applause)" +2724208,838,"Psychologist Jonathan Haidt studies the five moral values that form the basis of our political choices, whether we're left, right or center. In this eye-opening talk, he pinpoints the moral values that liberals and conservatives tend to honor most.",1122,TED2008,1204329600,31,Jonathan Haidt,Jonathan Haidt: The moral roots of liberals and conservatives,1,1221613200,"[{'id': 3, 'name': 'Courageous', 'count': 493}, {'id': 24, 'name': 'Persuasive', 'count': 1666}, {'id': 22, 'name': 'Fascinating', 'count': 1579}, {'id': 10, 'name': 'Inspiring', 'count': 1451}, {'id': 1, 'name': 'Beautiful', 'count': 169}, {'id': 8, 'name': 'Informative', 'count': 1788}, {'id': 25, 'name': 'OK', 'count': 199}, {'id': 7, 'name': 'Funny', 'count': 274}, {'id': 21, 'name': 'Unconvincing', 'count': 315}, {'id': 9, 'name': 'Ingenious', 'count': 399}, {'id': 2, 'name': 'Confusing', 'count': 70}, {'id': 11, 'name': 'Longwinded', 'count': 89}, {'id': 26, 'name': 'Obnoxious', 'count': 218}, {'id': 23, 'name': 'Jaw-dropping', 'count': 233}]","[{'id': 68, 'hero': 'https://pe.tedcdn.com/images/ted/714735a4fcc8eccc6c86beba28fdee415e02628f_2880x1620.jpg', 'speaker': 'Robert Wright', 'title': 'Progress is not a zero-sum game', 'duration': 1151, 'slug': 'robert_wright_on_optimism', 'viewed_count': 1090214}, {'id': 163, 'hero': 'https://pe.tedcdn.com/images/ted/2cc6d3a7f29dff9bb21d734f462bb07e8457a2ca_1600x1200.jpg', 'speaker': 'Steven Pinker', 'title': 'The surprising decline in violence', 'duration': 1155, 'slug': 'steven_pinker_on_the_myth_of_violence', 'viewed_count': 2063392}, {'id': 97, 'hero': 'https://pe.tedcdn.com/images/ted/016a827cc0757092a0439ab2a63feca8655b6c29_1600x1200.jpg', 'speaker': 'Dan Gilbert', 'title': 'The surprising science of happiness', 'duration': 1276, 'slug': 'dan_gilbert_asks_why_are_we_happy', 'viewed_count': 14689402}, {'id': 2669, 'hero': 'https://pe.tedcdn.com/images/ted/f3187c6a62c88e3d8123e39f9d8180fa6d1aea86_2880x1620.jpg', 'speaker': 'Robb Willer', 'title': 'How to have better political conversations', 'duration': 721, 'slug': 'robb_willer_how_to_have_better_political_conversations', 'viewed_count': 1243680}, {'id': 2625, 'hero': 'https://pe.tedcdn.com/images/ted/53d1c18eb4ef42831caae1be99c001fc9fcc39af_2880x1620.jpg', 'speaker': 'Jonathan Haidt', 'title': 'Can a divided America heal?', 'duration': 1217, 'slug': 'jonathan_haidt_can_a_divided_america_heal', 'viewed_count': 1514942}, {'id': 801, 'hero': 'https://pe.tedcdn.com/images/ted/9762ce97cf4f10777681dd357532a00300f7d4f2_2880x1620.jpg', 'speaker': 'Sam Harris', 'title': 'Science can answer moral questions', 'duration': 1386, 'slug': 'sam_harris_science_can_show_what_s_right', 'viewed_count': 3433429}]",Social psychologist,"['brain', 'culture', 'evolution', 'evolutionary psychology', 'global issues', 'morality', 'politics', 'psychology']",The moral roots of liberals and conservatives,"https://www.ted.com/talks/jonathan_haidt_on_the_moral_mind +","Suppose that two American friends are traveling together in Italy. They go to see Michelangelo's ""David,"" and when they finally come face to face with the statue, they both freeze dead in their tracks. The first guy \u2014 we'll call him Adam \u2014 is transfixed by the beauty of the perfect human form. The second guy \u2014 we'll call him Bill \u2014 is transfixed by embarrassment, at staring at the thing there in the center. So here's my question for you: which one of these two guys was more likely to have voted for George Bush, which for Al Gore?I don't need a show of hands because we all have the same political stereotypes. We all know that it's Bill. And in this case, the stereotype corresponds to reality. It really is a fact that liberals are much higher than conservatives on a major personality trait called openness to experience. People who are high in openness to experience just crave novelty, variety, diversity, new ideas, travel. People low on it like things that are familiar, that are safe and dependable.If you know about this trait, you can understand a lot of puzzles about human behavior. You can understand why artists are so different from accountants. You can actually predict what kinds of books they like to read, what kinds of places they like to travel to, and what kinds of food they like to eat. Once you understand this trait, you can understand why anybody would eat at Applebee's, but not anybody that you know. (Laughter) This trait also tells us a lot about politics. The main researcher of this trait, Robert McCrae says that, ""Open individuals have an affinity for liberal, progressive, left-wing political views"" \u2014 they like a society which is open and changing \u2014 ""whereas closed individuals prefer conservative, traditional, right-wing views.""This trait also tells us a lot about the kinds of groups people join. So here's the description of a group I found on the Web. What kinds of people would join a global community welcoming people from every discipline and culture, who seek a deeper understanding of the world, and who hope to turn that understanding into a better future for us all? This is from some guy named Ted. (Laughter) Well, let's see now, if openness predicts who becomes liberal, and openness predicts who becomes a TEDster, then might we predict that most TEDsters are liberal? Let's find out. I'm going to ask you to raise your hand, whether you are liberal, left of center \u2014 on social issues, we're talking about, primarily \u2014 or conservative, and I'll give a third option, because I know there are a number of libertarians in the audience. So, right now, please raise your hand \u2014 down in the simulcast rooms, too, let's let everybody see who's here \u2014 please raise your hand if you would say that you are liberal or left of center. Please raise your hand high right now. OK. Please raise your hand if you'd say you're libertarian. OK, about a \u2014 two dozen. And please raise your hand if you'd say you are right of center or conservative. One, two, three, four, five \u2014 about eight or 10.OK. This is a bit of a problem. Because if our goal is to understand the world, to seek a deeper understanding of the world, our general lack of moral diversity here is going to make it harder. Because when people all share values, when people all share morals, they become a team, and once you engage the psychology of teams, it shuts down open-minded thinking. When the liberal team loses, as it did in 2004, and as it almost did in 2000, we comfort ourselves. (Laughter) We try to explain why half of America voted for the other team. We think they must be blinded by religion, or by simple stupidity. (Laughter) (Applause) So, if you think that half of America votes Republican because they are blinded in this way, then my message to you is that you're trapped in a moral matrix, in a particular moral matrix. And by the matrix, I mean literally the matrix, like the movie ""The Matrix.""But I'm here today to give you a choice. You can either take the blue pill and stick to your comforting delusions, or you can take the red pill, learn some moral psychology and step outside the moral matrix. Now, because I know \u2014 (Applause) \u2014 OK, I assume that answers my question. I was going to ask you which one you picked, but no need. You're all high in openness to experience, and besides, it looks like it might even taste good, and you're all epicures. So anyway, let's go with the red pill. Let's study some moral psychology and see where it takes us.Let's start at the beginning. What is morality and where does it come from? The worst idea in all of psychology is the idea that the mind is a blank slate at birth. Developmental psychology has shown that kids come into the world already knowing so much about the physical and social worlds, and programmed to make it really easy for them to learn certain things and hard to learn others. The best definition of innateness I've ever seen \u2014 this just clarifies so many things for me \u2014 is from the brain scientist Gary Marcus. He says, ""The initial organization of the brain does not depend that much on experience. Nature provides a first draft, which experience then revises. Built-in doesn't mean unmalleable; it means organized in advance of experience."" OK, so what's on the first draft of the moral mind? To find out, my colleague, Craig Joseph, and I read through the literature on anthropology, on culture variation in morality and also on evolutionary psychology, looking for matches. What are the sorts of things that people talk about across disciplines? That you find across cultures and even across species? We found five \u2014 five best matches, which we call the five foundations of morality.The first one is harm/care. We're all mammals here, we all have a lot of neural and hormonal programming that makes us really bond with others, care for others, feel compassion for others, especially the weak and vulnerable. It gives us very strong feelings about those who cause harm. This moral foundation underlies about 70 percent of the moral statements I've heard here at TED.The second foundation is fairness/reciprocity. There's actually ambiguous evidence as to whether you find reciprocity in other animals, but the evidence for people could not be clearer. This Norman Rockwell painting is called ""The Golden Rule,"" and we heard about this from Karen Armstrong, of course, as the foundation of so many religions. That second foundation underlies the other 30 percent of the moral statements I've heard here at TED.The third foundation is in-group/loyalty. You do find groups in the animal kingdom \u2014 you do find cooperative groups \u2014 but these groups are always either very small or they're all siblings. It's only among humans that you find very large groups of people who are able to cooperate, join together into groups, but in this case, groups that are united to fight other groups. This probably comes from our long history of tribal living, of tribal psychology. And this tribal psychology is so deeply pleasurable that even when we don't have tribes, we go ahead and make them, because it's fun. (Laughter) Sports is to war as pornography is to sex. We get to exercise some ancient, ancient drives.The fourth foundation is authority/respect. Here you see submissive gestures from two members of very closely related species. But authority in humans is not so closely based on power and brutality, as it is in other primates. It's based on more voluntary deference, and even elements of love, at times.The fifth foundation is purity/sanctity. This painting is called ""The Allegory Of Chastity,"" but purity's not just about suppressing female sexuality. It's about any kind of ideology, any kind of idea that tells you that you can attain virtue by controlling what you do with your body, by controlling what you put into your body. And while the political right may moralize sex much more, the political left is really doing a lot of it with food. Food is becoming extremely moralized nowadays, and a lot of it is ideas about purity, about what you're willing to touch, or put into your body.I believe these are the five best candidates for what's written on the first draft of the moral mind. I think this is what we come with, at least a preparedness to learn all of these things. But as my son, Max, grows up in a liberal college town, how is this first draft going to get revised? And how will it end up being different from a kid born 60 miles south of us in Lynchburg, Virginia? To think about culture variation, let's try a different metaphor. If there really are five systems at work in the mind \u2014 five sources of intuitions and emotions \u2014 then we can think of the moral mind as being like one of those audio equalizers that has five channels, where you can set it to a different setting on every channel. And my colleagues, Brian Nosek and Jesse Graham, and I, made a questionnaire, which we put up on the Web at www.YourMorals.org. And so far, 30,000 people have taken this questionnaire, and you can too. Here are the results. Here are the results from about 23,000 American citizens. On the left, I've plotted the scores for liberals; on the right, those for conservatives; in the middle, the moderates. The blue line shows you people's responses on the average of all the harm questions.So, as you see, people care about harm and care issues. They give high endorsement of these sorts of statements all across the board, but as you also see, liberals care about it a little more than conservatives \u2014 the line slopes down. Same story for fairness. But look at the other three lines. For liberals, the scores are very low. Liberals are basically saying, ""No, this is not morality. In-group, authority, purity \u2014 this stuff has nothing to do with morality. I reject it."" But as people get more conservative, the values rise. We can say that liberals have a kind of a two-channel, or two-foundation morality. Conservatives have more of a five-foundation, or five-channel morality.We find this in every country we look at. Here's the data for 1,100 Canadians. I'll just flip through a few other slides. The U.K., Australia, New Zealand, Western Europe, Eastern Europe, Latin America, the Middle East, East Asia and South Asia. Notice also that on all of these graphs, the slope is steeper on in-group, authority, purity. Which shows that within any country, the disagreement isn't over harm and fairness. Everybody \u2014 I mean, we debate over what's fair \u2014 but everybody agrees that harm and fairness matter. Moral arguments within cultures are especially about issues of in-group, authority, purity.This effect is so robust that we find it no matter how we ask the question. In one recent study, we asked people to suppose you're about to get a dog. You picked a particular breed, you learned some new information about the breed. Suppose you learn that this particular breed is independent-minded, and relates to its owner as a friend and an equal? Well, if you are a liberal, you say, ""Hey, that's great!"" Because liberals like to say, ""Fetch, please."" (Laughter) But if you're conservative, that's not so attractive. If you're conservative, and you learn that a dog's extremely loyal to its home and family, and doesn't warm up quickly to strangers, for conservatives, well, loyalty is good \u2014 dogs ought to be loyal. But to a liberal, it sounds like this dog is running for the Republican nomination. (Laughter)So, you might say, OK, there are these differences between liberals and conservatives, but what makes those three other foundations moral? Aren't those just the foundations of xenophobia and authoritarianism and Puritanism? What makes them moral? The answer, I think, is contained in this incredible triptych from Hieronymus Bosch, ""The Garden of Earthly Delights."" In the first panel, we see the moment of creation. All is ordered, all is beautiful, all the people and animals are doing what they're supposed to be doing, where they're supposed to be. But then, given the way of the world, things change. We get every person doing whatever he wants, with every aperture of every other person and every other animal. Some of you might recognize this as the '60s. (Laughter) But the '60s inevitably gives way to the '70s, where the cuttings of the apertures hurt a little bit more. Of course, Bosch called this hell.So this triptych, these three panels portray the timeless truth that order tends to decay. The truth of social entropy. But lest you think this is just some part of the Christian imagination where Christians have this weird problem with pleasure, here's the same story, the same progression, told in a paper that was published in Nature a few years ago, in which Ernst Fehr and Simon Gachter had people play a commons dilemma. A game in which you give people money, and then, on each round of the game, they can put money into a common pot, and then the experimenter doubles what's in there, and then it's all divided among the players. So it's a really nice analog for all sorts of environmental issues, where we're asking people to make a sacrifice and they themselves don't really benefit from their own sacrifice. But you really want everybody else to sacrifice, but everybody has a temptation to a free ride. And what happens is that, at first, people start off reasonably cooperative \u2014 and this is all played anonymously. On the first round, people give about half of the money that they can. But they quickly see, ""You know what, other people aren't doing so much though. I don't want to be a sucker. I'm not going to cooperate."" And so cooperation quickly decays from reasonably good, down to close to zero.But then \u2014 and here's the trick \u2014 Fehr and Gachter said, on the seventh round, they told people, ""You know what? New rule. If you want to give some of your own money to punish people who aren't contributing, you can do that."" And as soon as people heard about the punishment issue going on, cooperation shoots up. It shoots up and it keeps going up. There's a lot of research showing that to solve cooperative problems, it really helps. It's not enough to just appeal to people's good motives. It really helps to have some sort of punishment. Even if it's just shame or embarrassment or gossip, you need some sort of punishment to bring people, when they're in large groups, to cooperate. There's even some recent research suggesting that religion \u2014 priming God, making people think about God \u2014 often, in some situations, leads to more cooperative, more pro-social behavior.Some people think that religion is an adaptation evolved both by cultural and biological evolution to make groups to cohere, in part for the purpose of trusting each other, and then being more effective at competing with other groups. I think that's probably right, although this is a controversial issue. But I'm particularly interested in religion, and the origin of religion, and in what it does to us and for us. Because I think that the greatest wonder in the world is not the Grand Canyon. The Grand Canyon is really simple. It's just a lot of rock, and then a lot of water and wind, and a lot of time, and you get the Grand Canyon. It's not that complicated. This is what's really complicated, that there were people living in places like the Grand Canyon, cooperating with each other, or on the savannahs of Africa, or on the frozen shores of Alaska, and then some of these villages grew into the mighty cities of Babylon, and Rome, and Tenochtitlan. How did this happen? This is an absolute miracle, much harder to explain than the Grand Canyon.The answer, I think, is that they used every tool in the toolbox. It took all of our moral psychology to create these cooperative groups. Yes, you do need to be concerned about harm, you do need a psychology of justice. But it really helps to organize a group if you can have sub-groups, and if those sub-groups have some internal structure, and if you have some ideology that tells people to suppress their carnality, to pursue higher, nobler ends. And now we get to the crux of the disagreement between liberals and conservatives. Because liberals reject three of these foundations. They say ""No, let's celebrate diversity, not common in-group membership."" They say, ""Let's question authority."" And they say, ""Keep your laws off my body.""Liberals have very noble motives for doing this. Traditional authority, traditional morality can be quite repressive, and restrictive to those at the bottom, to women, to people that don't fit in. So liberals speak for the weak and oppressed. They want change and justice, even at the risk of chaos. This guy's shirt says, ""Stop bitching, start a revolution."" If you're high in openness to experience, revolution is good, it's change, it's fun. Conservatives, on the other hand, speak for institutions and traditions. They want order, even at some cost to those at the bottom. The great conservative insight is that order is really hard to achieve. It's really precious, and it's really easy to lose. So as Edmund Burke said, ""The restraints on men, as well as their liberties, are to be reckoned among their rights."" This was after the chaos of the French Revolution. So once you see this \u2014 once you see that liberals and conservatives both have something to contribute, that they form a balance on change versus stability \u2014 then I think the way is open to step outside the moral matrix.This is the great insight that all the Asian religions have attained. Think about yin and yang. Yin and yang aren't enemies. Yin and yang don't hate each other. Yin and yang are both necessary, like night and day, for the functioning of the world. You find the same thing in Hinduism. There are many high gods in Hinduism. Two of them are Vishnu, the preserver, and Shiva, the destroyer. This image actually is both of those gods sharing the same body. You have the markings of Vishnu on the left, so we could think of Vishnu as the conservative god. You have the markings of Shiva on the right, Shiva's the liberal god. And they work together. You find the same thing in Buddhism. These two stanzas contain, I think, the deepest insights that have ever been attained into moral psychology. From the Zen master Seng-ts'an: ""If you want the truth to stand clear before you, never be for or against. The struggle between for and against is the mind's worst disease."" Now unfortunately, it's a disease that has been caught by many of the world's leaders. But before you feel superior to George Bush, before you throw a stone, ask yourself, do you accept this? Do you accept stepping out of the battle of good and evil? Can you be not for or against anything?So, what's the point? What should you do? Well, if you take the greatest insights from ancient Asian philosophies and religions, and you combine them with the latest research on moral psychology, I think you come to these conclusions: that our righteous minds were designed by evolution to unite us into teams, to divide us against other teams and then to blind us to the truth. So what should you do? Am I telling you to not strive? Am I telling you to embrace Seng-ts'an and stop, stop with this struggle of for and against? No, absolutely not. I'm not saying that. This is an amazing group of people who are doing so much, using so much of their talent, their brilliance, their energy, their money, to make the world a better place, to fight \u2014 to fight wrongs, to solve problems.But as we learned from Samantha Power, in her story about Sergio Vieira de Mello, you can't just go charging in, saying, ""You're wrong, and I'm right."" Because, as we just heard, everybody thinks they are right. A lot of the problems we have to solve are problems that require us to change other people. And if you want to change other people, a much better way to do it is to first understand who we are \u2014 understand our moral psychology, understand that we all think we're right \u2014 and then step out, even if it's just for a moment, step out \u2014 check in with Seng-ts'an. Step out of the moral matrix, just try to see it as a struggle playing out, in which everybody does think they're right, and everybody, at least, has some reasons \u2014 even if you disagree with them \u2014 everybody has some reasons for what they're doing. Step out. And if you do that, that's the essential move to cultivate moral humility, to get yourself out of this self-righteousness, which is the normal human condition. Think about the Dalai Lama. Think about the enormous moral authority of the Dalai Lama \u2014 and it comes from his moral humility.So I think the point \u2014 the point of my talk, and I think the point of TED \u2014 is that this is a group that is passionately engaged in the pursuit of changing the world for the better. People here are passionately engaged in trying to make the world a better place. But there is also a passionate commitment to the truth. And so I think that the answer is to use that passionate commitment to the truth to try to turn it into a better future for us all. Thank you. (Applause)" +6298610,404,"Amy Webb was having no luck with online dating. The dates she liked didn't write her back, and her own profile attracted crickets (and worse). So, as any fan of data would do: she started making a spreadsheet. Hear the story of how she went on to hack her online dating life -- with frustrating, funny and life-changing results.",1047,TEDSalon NY2013,1365638400,32,Amy Webb,Amy Webb: How I hacked online dating,1,1380727278,"[{'id': 24, 'name': 'Persuasive', 'count': 248}, {'id': 3, 'name': 'Courageous', 'count': 224}, {'id': 10, 'name': 'Inspiring', 'count': 760}, {'id': 7, 'name': 'Funny', 'count': 1717}, {'id': 9, 'name': 'Ingenious', 'count': 814}, {'id': 22, 'name': 'Fascinating', 'count': 580}, {'id': 25, 'name': 'OK', 'count': 104}, {'id': 8, 'name': 'Informative', 'count': 549}, {'id': 1, 'name': 'Beautiful', 'count': 153}, {'id': 2, 'name': 'Confusing', 'count': 16}, {'id': 26, 'name': 'Obnoxious', 'count': 94}, {'id': 21, 'name': 'Unconvincing', 'count': 80}, {'id': 11, 'name': 'Longwinded', 'count': 43}, {'id': 23, 'name': 'Jaw-dropping', 'count': 73}]","[{'id': 1669, 'hero': 'https://pe.tedcdn.com/images/ted/f0420115a72f8b4ce1f54bdf96dd3dc700fee0aa_2880x1620.jpg', 'speaker': 'Esther Perel', 'title': 'The secret to desire in a long-term relationship', 'duration': 1150, 'slug': 'esther_perel_the_secret_to_desire_in_a_long_term_relationship', 'viewed_count': 10524160}, {'id': 1152, 'hero': 'https://pe.tedcdn.com/images/ted/1c3f327a456360b2846b9ee8f15788ef99f93dd8_800x600.jpg', 'speaker': 'Aaron Koblin', 'title': 'Visualizing ourselves ... with crowd-sourced data', 'duration': 1098, 'slug': 'aaron_koblin', 'viewed_count': 1474211}, {'id': 1556, 'hero': 'https://pe.tedcdn.com/images/ted/5c4684ef473da7cf988f4f4c6da8b23ec09e6b87_1600x1200.jpg', 'speaker': 'Shyam Sankar', 'title': 'The rise of human-computer cooperation', 'duration': 732, 'slug': 'shyam_sankar_the_rise_of_human_computer_cooperation', 'viewed_count': 856144}, {'id': 2845, 'hero': 'https://pe.tedcdn.com/images/ted/717615842ba000b4fc62170742b8fd05e82f5fb4_2880x1620.jpg', 'speaker': ""Cathy O'Neil"", 'title': 'The era of blind faith in big data must end', 'duration': 798, 'slug': 'cathy_o_neil_the_era_of_blind_faith_in_big_data_must_end', 'viewed_count': 759980}, {'id': 2818, 'hero': 'https://pe.tedcdn.com/images/ted/96044392dd7eea4410a92f4c5d499b888e607653_2880x1620.jpg', 'speaker': 'Tricia Wang', 'title': 'The human insights missing from big data', 'duration': 972, 'slug': 'tricia_wang_the_human_insights_missing_from_big_data', 'viewed_count': 1102702}, {'id': 2153, 'hero': 'https://pe.tedcdn.com/images/ted/eddcaad25cf331e34d366d9ae3edaaaf3989a275_2880x1620.jpg', 'speaker': 'Hannah Fry', 'title': 'The mathematics of love', 'duration': 1022, 'slug': 'hannah_fry_the_mathematics_of_love', 'viewed_count': 4340052}]","Founder and CEO, Future Today Institute","['algorithm', 'culture', 'data', 'love', 'technology']",How I hacked online dating,"https://www.ted.com/talks/amy_webb_how_i_hacked_online_dating +","So my name is Amy Webb, and a few years ago I found myself at the end of yet another fantastic relationship that came burning down in a spectacular fashion. And I thought, what's wrong with me? I don't understand why this keeps happening.So I asked everybody in my life what they thought. I turned to my grandmother, who always had plenty of advice, and she said, ""Stop being so picky. You've got to date around. And most importantly, true love will find you when you least expect it.""Now as it turns out, I'm somebody who thinks a lot about data, as you'll soon find. I am constantly swimming in numbers, formulas and charts. I also have a very tight-knit family, and I'm very, very close with my sister, and as a result, I wanted to have the same type of family when I grew up.So I'm at the end of this bad breakup, I'm 30 years old, I figure I'm probably going to have to date somebody for about six months before I'm ready to get monogamous and before we can sort of cohabitate, and we have to do that for a while before we can get engaged. And if I want to start having children by the time I'm 35, that meant that I would have had to have been on my way to marriage five years ago. So that wasn't going to work.If my strategy was to least-expect my way into true love, then the variable that I had to deal with was serendipity. In short, I was trying to figure out what's the probability of my finding Mr. Right? Well, at the time I was living in the city of Philadelphia, and it's a big city, and I figured, in this entire place, there are lots of possibilities. So again, I started doing some math. Population of Philadelphia: it has 1.5 million people. I figure about half of that are men, so that takes the number down to 750,000. I'm looking for a guy between the ages of 30 and 36, which was only four percent of the population, so now I'm dealing with the possibility of 30,000 men. I was looking for somebody who was Jewish, because I am and that was important to me. That's only 2.3 percent of the population. I figure I'm attracted to maybe one out of 10 of those men, and there was no way I was going to deal with somebody who was an avid golfer. So that basically meant there were 35 men for me that I could possibly date in the entire city of Philadelphia.In the meantime, my very large Jewish family was already all married and well on their way to having lots and lots of children, and I felt like I was under tremendous peer pressure to get my life going already.So I have two possible strategies at this point I'm sort of figuring out. One, I can take my grandmother's advice and sort of least-expect my way into maybe bumping into the one out of 35 possible men in the entire 1.5-million-person city of Philadelphia, or I could try online dating.Now, I like the idea of online dating, because it's predicated on an algorithm, and that's really just a simple way of saying I've got a problem, I'm going to use some data, run it through a system and get to a solution. So online dating is the second most popular way that people now meet each other, but as it turns out, algorithms have been around for thousands of years in almost every culture. In fact, in Judaism, there were matchmakers a long time ago, and though they didn't have an explicit algorithm per se, they definitely were running through formulas in their heads, like, is the girl going to like the boy? Are the families going to get along? What's the rabbi going to say? Are they going to start having children right away? The matchmaker would sort of think through all of this, put two people together, and that would be the end of it. So in my case, I thought, well, will data and an algorithm lead me to my Prince Charming? So I decided to sign on.Now, there was one small catch. As I'm signing on to the various dating websites, as it happens, I was really, really busy. But that actually wasn't the biggest problem. The biggest problem is that I hate filling out questionnaires of any kind, and I certainly don't like questionnaires that are like Cosmo quizzes. So I just copied and pasted from my r\xe9sum\xe9.(Laughter)So in the descriptive part up top, I said that I was an award-winning journalist and a future thinker. When I was asked about fun activities and my ideal date, I said monetization and fluency in Japanese. I talked a lot about JavaScript.(Laughter)So obviously this was not the best way to put my most sexy foot forward. But the real failure was that there were plenty of men for me to date. These algorithms had a sea full of men that wanted to take me out on lots of dates \u2014 what turned out to be truly awful dates.There was this guy Steve, the I.T. guy. The algorithm matched us up because we share a love of gadgets, we share a love of math and data and '80s music, and so I agreed to go out with him. So Steve the I.T. guy invited me out to one of Philadelphia's white-table-cloth, extremely expensive restaurants. And we went in, and right off the bat, our conversation really wasn't taking flight, but he was ordering a lot of food. In fact, he didn't even bother looking at the menu. He was ordering multiple appetizers, multiple entr\xe9es, for me as well, and suddenly there are piles and piles of food on our table, also lots and lots of bottles of wine. So we're nearing the end of our conversation and the end of dinner, and I've decided Steve the I.T. guy and I are really just not meant for each other, but we'll part ways as friends, when he gets up to go to the bathroom, and in the meantime, the bill comes to our table. And listen, I'm a modern woman. I am totally down with splitting the bill. But then Steve the I.T. guy didn't come back.(Gasping)And that was my entire month's rent.(Audience gasps)So needless to say, I was not having a good night. So I run home, I call my mother, I call my sister, and as I do, at the end of each one of these terrible, terrible dates, I regale them with the details. And they say to me, ""Stop complaining.""(Laughter)""You're just being too picky.""So I said, fine, from here on out I'm only going on dates where I know there's Wi-Fi, and I'm bringing my laptop. I'm going to shove it into my bag, I'm going to have this email template, and I'm going to fill it out and collect information on all these different data points during the date to prove to everybody that empirically, these dates really are terrible.(Laughter)So I started tracking things like really stupid, awkward, sexual remarks; bad vocabulary; the number of times a man forced me to high-five him.(Laughter)So I started to crunch some numbers, and that allowed me to make some correlations. So as it turns out, for some reason, men who drink Scotch reference kinky sex immediately.(Laughter)Well, it turns out that these probably weren't bad guys. There were just bad for me. And as it happens, the algorithms that were setting us up, they weren't bad either. These algorithms were doing exactly what they were designed to do, which was to take our user-generated information, in my case, my r\xe9sum\xe9, and match it up with other people's information. See, the real problem here is that, while the algorithms work just fine, you and I don't, when confronted with blank windows where we're supposed to input our information online. Very few of us have the ability to be totally and brutally honest with ourselves. The other problem is that these websites are asking us questions like, are you a dog person or a cat person? Do you like horror films or romance films? I'm not looking for a pen pal. I'm looking for a husband. Right? So there's a certain amount of superficiality in that data.So I said fine, I've got a new plan. I'm going to keep using these online dating sites, but I'm going to treat them as databases, and rather than waiting for an algorithm to set me up, I think I'm going to try reverse-engineering this entire system. So knowing that there was superficial data that was being used to match me up with other people, I decided instead to ask my own questions. What was every single possible thing that I could think of that I was looking for in a mate?So I started writing and writing and writing, and at the end, I had amassed 72 different data points. I wanted somebody was Jew-ish, so I was looking for somebody who had the same background and thoughts on our culture, but wasn't going to force me to go to shul every Friday and Saturday. I wanted somebody who worked hard, because work for me is extremely important, but not too hard. For me, the hobbies that I have are really just new work projects that I've launched. I also wanted somebody who not only wanted two children, but was going to have the same attitude toward parenting that I do, so somebody who was going to be totally okay with forcing our child to start taking piano lessons at age three, and also maybe computer science classes if we could wrangle it. So things like that, but I also wanted somebody who would go to far-flung, exotic places, like Petra, Jordan. I also wanted somebody who would weigh 20 pounds more than me at all times, regardless of what I weighed.(Laughter)So I now have these 72 different data points, which, to be fair, is a lot. So what I did was, I went through and I prioritized that list. I broke it into a top tier and a second tier of points, and I ranked everything starting at 100 and going all the way down to 91, and listing things like I was looking for somebody who was really smart, who would challenge and stimulate me, and balancing that with a second tier and a second set of points. These things were also important to me but not necessarily deal-breakers.(Laughter)So once I had all this done, I then built a scoring system, because what I wanted to do was to sort of mathematically calculate whether or not I thought the guy that I found online would be a match with me. I figured there would be a minimum of 700 points before I would agree to email somebody or respond to an email message. For 900 points, I'd agree to go out on a date, and I wouldn't even consider any kind of relationship before somebody had crossed the 1,500 point threshold.Well, as it turns out, this worked pretty well. So I go back online now. I found Jewishdoc57 who's incredibly good-looking, incredibly well-spoken, he had hiked Mt. Fuji, he had walked along the Great Wall. He likes to travel as long as it doesn't involve a cruise ship. And I thought, I've done it! I've cracked the code. I have just found the Jewish Prince Charming of my family's dreams.There was only one problem: He didn't like me back. And I guess the one variable that I haven't considered is the competition. Who are all of the other women on these dating sites? I found SmileyGirl1978. She said she was a ""Fun girl who is Happy and Outgoing."" She listed her job as ""teacher."" She said she is ""silly, nice and friendly."" She likes to make people laugh ""alot.""At this moment I knew, clicking profile after profile that looked like this, that I needed to do some market research. So I created 10 fake male profiles. Now, before I lose all of you \u2014(Laughter) \u2014understand that I did this strictly to gather data about everybody else in the system. I didn't carry on crazy Catfish-style relationships with anybody. I really was just scraping their data. But I didn't want everybody's data. I only wanted data on the women who were going to be attracted to the type of man that I really, really wanted to marry.When I released these men into the wild, I did follow some rules. So I didn't reach out to any woman first. I just waited to see who these profiles were going to attract, and mainly what I was looking at was two different data sets. So I was looking at qualitative data, so what was the humor, the tone, the voice, the communication style that these women shared in common? And also quantitative data, so what was the average length of their profile, how much time was spent between messages? What I was trying to get at here was that I figured, in person, I would be just as competitive as a SmileyGirl1978. I wanted to figure out how to maximize my own profile online.Well, one month later, I had a lot of data, and I was able to do another analysis. And as it turns out, content matters a lot. So smart people tend to write a lot \u2014 3,000, 4,000, 5,000 words about themselves, which may all be very, very interesting. The challenge here, though, is that the popular men and women are sticking to 97 words on average that are written very, very well, even though it may not seem like it all the time. The other hallmark of the people who do this well is that they're using non-specific language. So in my case, ""The English Patient"" is my most favorite movie ever, but it doesn't work to use that in a profile, because that's a superficial data point, and somebody may disagree and decide they don't want to go out because they didn't like sitting through the three-hour movie.Also, optimistic language matters a lot. So this is a word cloud highlighting the most popular words that were used by the most popular women, words like ""fun"" and ""girl"" and ""love."" And what I realized was not that I had to dumb down my own profile. Remember, I'm somebody who said that I speak fluent Japanese and I know JavaScript and I was okay with that. The difference is that it's about being more approachable and helping people understand the best way to reach out to you.And as it turns out, timing is also really, really important. Just because you have access to somebody's mobile phone number or their instant message account and it's 2 o'clock in the morning and you happen to be awake, doesn't mean that that's a good time to communicate with those people. The popular women on these online sites spend an average of 23 hours in between each communication. And that's what we would normally do in the usual process of courtship.And finally \u2014 there were the photos. All of the women who were popular showed some skin. They all looked really great, which turned out to be in sharp contrast to what I had uploaded.(Laughter)Once I had all of this information, I was able to create a super profile, so it was still me, but it was me optimized now for this ecosystem. And as it turns out, I did a really good job. I was the most popular person online.(Laughter)(Applause)And as it turns out, lots and lots of men wanted to date me. So I call my mom, I call my sister, I call my grandmother. I'm telling them about this fabulous news, and they say, ""This is wonderful! How soon are you going out?"" I said, ""Actually, I'm not going to go out with anybody."" Because remember, in my scoring system, they have to reach a minimum threshold of 700 points, and none of them have done that. They said, ""What? You're still being too damn picky.""Well, not too long after that, I found this guy, Thevenin, and he said that he was culturally Jewish, he said that his job was an arctic baby seal hunter, which I thought was very clever. He talked in detail about travel. He made a lot of really interesting cultural references. He looked and talked exactly like what I wanted, and immediately, he scored 850 points. It was enough for a date.Three weeks later, we met up in person for what turned out to be a 14-hour-long conversation that went from coffee shop to restaurant to another coffee shop to another restaurant, and when he dropped me back off at my house that night I re-scored him \u2014[1,050 points!]Thought, you know what, this entire time, I haven't been picky enough. Well, a year and a half after that, we were non-cruise ship traveling through Petra, Jordan, when he got down on his knee and proposed. A year after that, we were married, and about a year and a half after that, our daughter, Petra, was born.Audience: Oh!(Applause)[What it means...]Obviously, I'm having a fabulous life, so \u2014(Laughter)The question is, what does all of this mean for you?Well, as it turns out, there is an algorithm for love. It's just not the ones that we're being presented with online. In fact, it's something that you write yourself. So whether you're looking for a husband or a wife or you're trying to find your passion or you're trying to start a business, all you have to really do is figure out your own framework and play by your own rules, and feel free to be as picky as you want.Well, on my wedding day, I had a conversation again with my grandmother, and she said, ""All right, maybe I was wrong. It looks like you did come up with a really, really great system. Now, your matzah balls ... They should be fluffy, not hard.""(Laughter)And I'll take her advice on that.(Applause)" +2723934,300,"When are humans most happy? To gather data on this question, Matt Killingsworth built an app, Track Your Happiness, that let people report their feelings in real time. Among the surprising results: We're often happiest when we're lost in the moment. And the flip side: The more our mind wanders, the less happy we can be. ",616,TEDxCambridge,1320969600,33,Matt Killingsworth,Matt Killingsworth: Want to be happier? Stay in the moment,1,1352131796,"[{'id': 10, 'name': 'Inspiring', 'count': 283}, {'id': 22, 'name': 'Fascinating', 'count': 294}, {'id': 9, 'name': 'Ingenious', 'count': 81}, {'id': 8, 'name': 'Informative', 'count': 537}, {'id': 25, 'name': 'OK', 'count': 174}, {'id': 21, 'name': 'Unconvincing', 'count': 133}, {'id': 7, 'name': 'Funny', 'count': 38}, {'id': 24, 'name': 'Persuasive', 'count': 149}, {'id': 26, 'name': 'Obnoxious', 'count': 19}, {'id': 3, 'name': 'Courageous', 'count': 8}, {'id': 11, 'name': 'Longwinded', 'count': 34}, {'id': 1, 'name': 'Beautiful', 'count': 33}, {'id': 2, 'name': 'Confusing', 'count': 16}, {'id': 23, 'name': 'Jaw-dropping', 'count': 18}]","[{'id': 97, 'hero': 'https://pe.tedcdn.com/images/ted/016a827cc0757092a0439ab2a63feca8655b6c29_1600x1200.jpg', 'speaker': 'Dan Gilbert', 'title': 'The surprising science of happiness', 'duration': 1276, 'slug': 'dan_gilbert_asks_why_are_we_happy', 'viewed_count': 14689870}, {'id': 366, 'hero': 'https://pe.tedcdn.com/images/ted/ec28788873dd3e152461bc6c5c35d3694ab69023_2880x1620.jpg', 'speaker': 'Mihaly Csikszentmihalyi', 'title': 'Flow, the secret to happiness', 'duration': 1135, 'slug': 'mihaly_csikszentmihalyi_on_flow', 'viewed_count': 4016855}, {'id': 191, 'hero': 'https://pe.tedcdn.com/images/ted/71aec3246b3aebe6d284668935080bda4fa8b41a_1600x1200.jpg', 'speaker': 'Matthieu Ricard', 'title': 'The habits of happiness', 'duration': 1254, 'slug': 'matthieu_ricard_on_the_habits_of_happiness', 'viewed_count': 7272027}, {'id': 570, 'hero': 'https://pe.tedcdn.com/images/ted/227eb8797d02a761179cad69072672210781a69c_2880x1620.jpg', 'speaker': 'Nancy Etcoff', 'title': 'Happiness and its surprises', 'duration': 1185, 'slug': 'nancy_etcoff_on_happiness_and_why_we_want_it', 'viewed_count': 1587931}, {'id': 779, 'hero': 'https://pe.tedcdn.com/images/ted/cedfa6cd9d9b0c01b013c3bb4395f57625d5ce69_1600x1200.jpg', 'speaker': 'Daniel Kahneman', 'title': 'The riddle of experience vs. memory', 'duration': 1206, 'slug': 'daniel_kahneman_the_riddle_of_experience_vs_memory', 'viewed_count': 3841703}, {'id': 1880, 'hero': 'https://pe.tedcdn.com/images/ted/02722e8404d9e8dd2ec003b249db0ce3d05bda19_1600x1200.jpg', 'speaker': 'David Steindl-Rast', 'title': 'Want to be happy? Be grateful', 'duration': 870, 'slug': 'david_steindl_rast_want_to_be_happy_be_grateful', 'viewed_count': 5893275}]",Happiness researcher,"['TEDx', 'brain', 'happiness', 'psychology', 'software']",Want to be happier? Stay in the moment,"https://www.ted.com/talks/matt_killingsworth_want_to_be_happier_stay_in_the_moment +","So, people want a lot of things out of life, but I think, more than anything else, they want happiness. Aristotle called happiness ""the chief good,"" the end towards which all other things aim. According to this view, the reason we want a big house or a nice car or a good job isn't that these things are intrinsically valuable. It's that we expect them to bring us happiness.Now in the last 50 years, we Americans have gotten a lot of the things that we want. We're richer. We live longer. We have access to technology that would have seemed like science fiction just a few years ago. The paradox of happiness is that even though the objective conditions of our lives have improved dramatically, we haven't actually gotten any happier.Maybe because these conventional notions of progress haven't delivered big benefits in terms of happiness, there's been an increased interest in recent years in happiness itself. People have been debating the causes of happiness for a really long time, in fact for thousands of years, but it seems like many of those debates remain unresolved. Well, as with many other domains in life, I think the scientific method has the potential to answer this question. In fact, in the last few years, there's been an explosion in research on happiness. For example, we've learned a lot about its demographics, how things like income and education, gender and marriage relate to it. But one of the puzzles this has revealed is that factors like these don't seem to have a particularly strong effect. Yes, it's better to make more money rather than less, or to graduate from college instead of dropping out, but the differences in happiness tend to be small.Which leaves the question, what are the big causes of happiness? I think that's a question we haven't really answered yet, but I think something that has the potential to be an answer is that maybe happiness has an awful lot to do with the contents of our moment-to-moment experiences. It certainly seems that we're going about our lives, that what we're doing, who we're with, what we're thinking about, have a big influence on our happiness, and yet these are the very factors that have been very difficult, in fact almost impossible, for scientists to study.A few years ago, I came up with a way to study people's happiness moment to moment as they're going about their daily lives on a massive scale all over the world, something we'd never been able to do before. Called trackyourhappiness.org, it uses the iPhone to monitor people's happiness in real time. How does this work? Basically, I send people signals at random points throughout the day, and then I ask them a bunch of questions about their moment-to-moment experience at the instant just before the signal. The idea is that, if we can watch how people's happiness goes up and down over the course of the day, minute to minute in some cases, and try to understand how what people are doing, who they're with, what they're thinking about, and all the other factors that describe our day, how those might relate to those changes in happiness, we might be able to discover some of the things that really have a big influence on happiness. We've been fortunate with this project to collect quite a lot of data, a lot more data of this kind than I think has ever been collected before, over 650,000 real-time reports from over 15,000 people. And it's not just a lot of people, it's a really diverse group, people from a wide range of ages, from 18 to late 80s, a wide range of incomes, education levels, people who are married, divorced, widowed, etc. They collectively represent every one of 86 occupational categories and hail from over 80 countries.What I'd like to do with the rest of my time with you today is talk a little bit about one of the areas that we've been investigating, and that's mind-wandering. As human beings, we have this unique ability to have our minds stray away from the present. This guy is sitting here working on his computer, and yet he could be thinking about the vacation he had last month, wondering what he's going to have for dinner. Maybe he's worried that he's going bald. (Laughter) This ability to focus our attention on something other than the present is really amazing. It allows us to learn and plan and reason in ways that no other species of animal can. And yet it's not clear what the relationship is between our use of this ability and our happiness. You've probably heard people suggest that you should stay focused on the present. ""Be here now,"" you've probably heard a hundred times. Maybe, to really be happy, we need to stay completely immersed and focused on our experience in the moment. Maybe these people are right. Maybe mind-wandering is a bad thing. On the other hand, when our minds wander, they're unconstrained. We can't change the physical reality in front of us, but we can go anywhere in our minds. Since we know people want to be happy, maybe when our minds wander, they're going to someplace happier than the place that they're leaving. It would make a lot of sense. In other words, maybe the pleasures of the mind allow us to increase our happiness with mind-wandering.Well, since I'm a scientist, I'd like to try to resolve this debate with some data, and in particular I'd like to present some data to you from three questions that I ask with Track Your Happiness. Remember, this is from sort of moment-to-moment experience in people's real lives. There are three questions. The first one is a happiness question: How do you feel, on a scale ranging from very bad to very good? Second, an activity question: What are you doing, on a list of 22 different activities including things like eating and working and watching TV? And finally a mind-wandering question: Are you thinking about something other than what you're currently doing? People could say no \u2014 in other words, I'm focused only on my task \u2014 or yes \u2014 I am thinking about something else \u2014 and the topic of those thoughts are pleasant, neutral or unpleasant. Any of those yes responses are what we called mind-wandering.So what did we find? This graph shows happiness on the vertical axis, and you can see that bar there representing how happy people are when they're focused on the present, when they're not mind-wandering. As it turns out, people are substantially less happy when their minds are wandering than when they're not. Now you might look at this result and say, okay, sure, on average people are less happy when they're mind-wandering, but surely when their minds are straying away from something that wasn't very enjoyable to begin with, at least then mind-wandering should be doing something good for us. Nope. As it turns out, people are less happy when they're mind-wandering no matter what they're doing. For example, people don't really like commuting to work very much. It's one of their least enjoyable activities, and yet they are substantially happier when they're focused only on their commute than when their mind is going off to something else. It's amazing.So how could this be happening? I think part of the reason, a big part of the reason, is that when our minds wander, we often think about unpleasant things, and they are enormously less happy when they do that, our worries, our anxieties, our regrets, and yet even when people are thinking about something neutral, they're still considerably less happy than when they're not mind-wandering at all. Even when they're thinking about something they would describe as pleasant, they're actually just slightly less happy than when they aren't mind-wandering. If mind-wandering were a slot machine, it would be like having the chance to lose 50 dollars, 20 dollars or one dollar. Right? You'd never want to play. (Laughter)So I've been talking about this, suggesting, perhaps, that mind-wandering causes unhappiness, but all I've really shown you is that these two things are correlated. It's possible that's the case, but it might also be the case that when people are unhappy, then they mind-wander. Maybe that's what's really going on. How could we ever disentangle these two possibilites? Well, one fact that we can take advantage of, I think a fact you'll all agree is true, is that time goes forward, not backward. Right? The cause has to come before the effect. We're lucky in this data we have many responses from each person, and so we can look and see, does mind-wandering tend to precede unhappiness, or does unhappiness tend to precede mind-wandering, to get some insight into the causal direction. As it turns out, there is a strong relationship between mind-wandering now and being unhappy a short time later, consistent with the idea that mind-wandering is causing people to be unhappy. In contrast, there's no relationship between being unhappy now and mind-wandering a short time later. In other words, mind-wandering very likely seems to be an actual cause, and not merely a consequence, of unhappiness.A few minutes ago, I likened mind-wandering to a slot machine you'd never want to play. Well, how often do people's minds wander? Turns out, they wander a lot. In fact, really a lot. Forty-seven percent of the time, people are thinking about something other than what they're currently doing. How does that depend on what people are doing? This shows the rate of mind-wandering across 22 activities ranging from a high of 65 percent \u2014 (Laughter) \u2014 when people are taking a shower, brushing their teeth, to 50 percent when they're working, to 40 percent when they're exercising, all the way down to this one short bar on the right that I think some of you are probably laughing at. Ten percent of the time people's minds are wandering when they're having sex. (Laughter) But there's something I think that's quite interesting in this graph, and that is, basically with one exception, no matter what people are doing, they're mind-wandering at least 30 percent of the time, which suggests, I think, that mind-wandering isn't just frequent, it's ubiquitous. It pervades basically everything that we do.In my talk today, I've told you a little bit about mind-wandering, a variable that I think turns out to be fairly important in the equation for happiness. My hope is that over time, by tracking people's moment-to-moment happiness and their experiences in daily life, we'll be able to uncover a lot of important causes of happiness, and then in the end, a scientific understanding of happiness will help us create a future that's not only richer and healthier, but happier as well. Thank you. (Applause) (Applause)" +4165572,296,"In this soaring demonstration, deaf percussionist Evelyn Glennie illustrates how listening to music involves much more than simply letting sound waves hit your eardrums.",1929,TED2003,1044144000,32,Evelyn Glennie,Evelyn Glennie: How to truly listen,1,1175881860,"[{'id': 7, 'name': 'Funny', 'count': 122}, {'id': 1, 'name': 'Beautiful', 'count': 1535}, {'id': 3, 'name': 'Courageous', 'count': 397}, {'id': 9, 'name': 'Ingenious', 'count': 312}, {'id': 21, 'name': 'Unconvincing', 'count': 33}, {'id': 11, 'name': 'Longwinded', 'count': 107}, {'id': 8, 'name': 'Informative', 'count': 483}, {'id': 10, 'name': 'Inspiring', 'count': 2061}, {'id': 2, 'name': 'Confusing', 'count': 49}, {'id': 22, 'name': 'Fascinating', 'count': 1291}, {'id': 23, 'name': 'Jaw-dropping', 'count': 1587}, {'id': 24, 'name': 'Persuasive', 'count': 218}, {'id': 25, 'name': 'OK', 'count': 114}, {'id': 26, 'name': 'Obnoxious', 'count': 29}]","[{'id': 286, 'hero': 'https://pe.tedcdn.com/images/ted/db471b06b2f5f6ba97c7de8b232878ffe9718600_1600x1200.jpg', 'speaker': 'Benjamin Zander', 'title': 'The transformative power of classical music', 'duration': 1243, 'slug': 'benjamin_zander_on_music_and_passion', 'viewed_count': 9315467}, {'id': 246, 'hero': 'https://pe.tedcdn.com/images/ted/38589_480x360.jpg', 'speaker': 'Tod Machover + Dan Ellsey', 'title': 'Inventing instruments that unlock new music', 'duration': 1241, 'slug': 'tod_machover_and_dan_ellsey_play_new_music', 'viewed_count': 497153}, {'id': 218, 'hero': 'https://pe.tedcdn.com/images/ted/9a3db95a0bd7697a4579115adcdaf17db7a68e7b_800x600.jpg', 'speaker': 'Pamelia Kurstin', 'title': 'The untouchable music of the theremin', 'duration': 1151, 'slug': 'pamelia_kurstin_plays_the_theremin', 'viewed_count': 1687181}, {'id': 2033, 'hero': 'https://pe.tedcdn.com/images/ted/37ac0f78df7d634eddc9d6d845a3b84f4441852f_2400x1800.jpg', 'speaker': 'Ge Wang', 'title': 'The DIY orchestra of the future', 'duration': 1056, 'slug': 'ge_wang_the_diy_orchestra_of_the_future', 'viewed_count': 1172280}, {'id': 883, 'hero': 'https://pe.tedcdn.com/images/ted/176929_800x600.jpg', 'speaker': 'David Byrne', 'title': 'How architecture helped music evolve', 'duration': 960, 'slug': 'david_byrne_how_architecture_helped_music_evolve', 'viewed_count': 1231154}, {'id': 1526, 'hero': 'https://pe.tedcdn.com/images/ted/a5b96e266216cd84e407142eb2d06650aad5c40e_1200x900.jpg', 'speaker': 'Mark Applebaum', 'title': 'The mad scientist of music', 'duration': 1010, 'slug': 'mark_applebaum_the_mad_scientist_of_music', 'viewed_count': 3600567}]",Musician,"['creativity', 'entertainment', 'live music', 'music', 'performance']",How to truly listen,"https://www.ted.com/talks/evelyn_glennie_shows_how_to_listen +","I'm not quite sure whether I really want to see a snare drum at nine o'clock or so in the morning.(Laughter)But anyway, it's just great to see such a full theater, and really, I must thank Herbie Hancock and his colleagues for such a great presentation.(Applause)One of the interesting things, of course, is the combination of that raw hand on the instrument and technology, and what he said about listening to our young people.Of course, my job is all about listening. And my aim, really, is to teach the world to listen. That's my only real aim in life. And it sounds quite simple, but actually, it's quite a big, big job. Because you know, when you look at a piece of music, for example, if I just open my little motorbike bag \u2014 we have here, hopefully, a piece of music that is full of little black dots on the page. And, you know, we open it up ... And I read the music. So technically, I can actually read this. I will follow the instructions, the tempo markings, the dynamics. I will do exactly as I'm told. And so therefore, because time is short, if I just played you, literally, the first, maybe, two lines or so \u2014 It's very straightforward; there's nothing too difficult about the piece. But here, I'm being told that the piece of music is very quick. I'm being told where to play on the drum. I'm being told which part of the stick to use. And I'm being told the dynamic. And I'm also being told that the drum is without snares. Snares on, snares off. So therefore, if I translate this piece of music, we have this idea.(Drum sounds)(Drum sounds end)And so on. My career would probably last about five years.(Laughter)However, what I have to do as a musician is do everything that is not on the music; everything that there isn't time to learn from a teacher, or to talk about, even, from a teacher. But it's the things you notice when you're not actually with your instrument that, in fact, become so interesting, and that you want to explore through this tiny, tiny surface of a drum. So there, we experience the translation. Now we'll experience the interpretation.(Drum sounds)(Drum sounds end)(Applause)Now my career may last a little longer.(Laughter)But in a way, you know, it's the same if I look at you and I see a nice, bright young lady with a pink top on. I see that you're clutching a teddy bear, etc., etc. So I get a basic idea as to what you might be about, what you might like, what you might do as a profession, etc., etc. However, that's just the initial idea I may have that we all get when we actually look and we try to interpret. But actually it's so unbelievably shallow. In the same way, I look at the music; I get a basic idea; I wonder what technically might be hard, or, you know, what I want to do. Just the basic feeling.However, that is simply not enough. And I think what Herbie said: please listen, listen. We have to listen to ourselves, first of all. If I play, for example, holding the stick \u2014 where literally I do not let go of the stick \u2014(Drum sound)you'll experience quite a lot of shock coming up through the arm. And you feel really quite \u2014 believe it or not \u2014 detached from the instrument and from the stick, even though I'm actually holding the stick quite tightly.(Drum sound)By holding it tightly, I feel strangely more detached. If I just simply let go and allow my hand, my arm, to be more of a support system, suddenly \u2014(Drum sound)I have more dynamic with less effort. Much more \u2014(Drum sound)and I just feel, at last, one with the stick and one with the drum. And I'm doing far, far less.So in the same way that I need time with this instrument, I need time with people in order to interpret them. Not just translate them, but interpret them. If, for example, I play just a few bars of a piece of music for which I think of myself as a technician \u2014 that is, someone who is basically a percussion player \u2014(Marimba sounds)(Marimba sounds end)And so on, if I think of myself as a musician \u2014(Marimba sounds)(Marimba sounds end)And so on. There is a little bit of a difference there that is worth just \u2014(Applause)thinking about.And I remember when I was 12 years old, and I started playing timpani and percussion, and my teacher said, ""Well, how are we going to do this? You know, music is about listening."" And I said, ""Yes, I agree with that, so what's the problem?"" And he said, ""Well, how are you going to hear this? How are you going to hear that?"" And I said, ""Well, how do you hear it?"" He said, ""Well, I think I hear it through here."" And I said, ""Well, I think I do too, but I also hear it through my hands, through my arms, cheekbones, my scalp, my tummy, my chest, my legs and so on.""And so we began our lessons every single time tuning drums, in particular, the kettle drums, or timpani to such a narrow pitch interval, so something like \u2014(Marimba sounds)that of a difference. Then gradually:(Marimba sounds)And gradually:(Marimba sounds)And it's amazing that when you do open your body up, and open your hand up to allow the vibration to come through, that in fact the tiny, tiny difference \u2014(Marimba sounds)can be felt with just the tiniest part of your finger, there.And so what we would do is that I would put my hands on the wall of the music room, and together, we would ""listen"" to the sounds of the instruments, and really try to connect with those sounds far, far more broadly than simply depending on the ear. Because of course, the ear is subject to all sorts of things. The room we happen to be in, the amplification, the quality of the instrument, the type of sticks \u2014(Marimba sounds)(Marimba sounds end)Etc., etc., they're all different.(Marimba sounds)(Marimba sounds end)Same amount of weight, but different sound colors. And that's basically what we are; we're just human beings, but we all have our own little sound colors, as it were, that make up these extraordinary personalities and characters and interests and things.And as I grew older, I then auditioned for the Royal Academy of Music in London, and they said, ""Well, no, we won't accept you, because we haven't a clue, you know, of the future of a so-called 'deaf musician.'"" And I just couldn't quite accept that. And so therefore, I said to them, ""Well, look, if you refuse \u2014 if you refuse me through those reasons, as opposed to the ability to perform and to understand and love the art of creating sound \u2014 then we have to think very, very hard about the people you do actually accept."" And as a result, once we got over a little hurdle, and having to audition twice, they accepted me. And not only that, what had happened was that it changed the whole role of the music institutions throughout the United Kingdom.Under no circumstances were they to refuse any application whatsoever on the basis of whether someone had no arms, no legs \u2014 they could still perhaps play a wind instrument if it was supported on a stand. No circumstances at all were used to refuse any entry. And every single entry had to be listened to, experienced, and then, based on the musical ability, then that person could either enter or not. And so therefore, this in turn meant that there was an extremely interesting bunch of students who arrived in these various music institutions, and I have to say, many of them now in the professional orchestras throughout the world. The interesting thing about this as well, though \u2014(Applause)is quite simply that not only were people connected with sound \u2014 which is basically all of us \u2014 we well know that music really is our daily medicine.I say ""music,"" but actually I mean ""sound."" Because some of the extraordinary things I've experienced as a musician \u2014 when you may have a 15-year-old lad who has got the most incredible challenges, who may not be able to control his movements, who may be deaf, who may be blind, etc., etc. \u2014 suddenly, if that young lad sits close to this instrument, and perhaps even lies underneath the marimba, and you play something that's so incredibly organ-like, almost \u2014 I don't really have the right sticks, perhaps \u2014 but something like this \u2014 let me change \u2014(Soft marimba sounds)(Soft marimba sounds end)Something that's so unbelievably simple \u2014 but he would be experiencing something that I wouldn't be, because I'm on top of the sound. I have the sound coming this way. He would have the sound coming through the resonators. If there were no resonators on here, we would have:(Marimba sounds)So he would have a fullness of sound that those of you in the front few rows wouldn't experience, those of you in the back few rows wouldn't experience, either. Every single one of us, depending on where we're sitting, will experience this sound quite, quite differently. And of course, being the participator of the sound, and that is, starting from the idea of what type of sound I want to produce, for example, this sound:(No sound)Can you hear anything? Exactly \u2014 because I'm not even touching it.(Laughter)But yet, we get the sensation of something happening. In the same way that when I see a tree moves, then I imagine that tree making a rustling sound. Do you see what I mean? Whatever the eye sees, then there's always sound happening. So there's always, always that huge \u2014 I mean, just this kaleidoscope of things to draw from.So all of my performances are based on entirely what I experience, and not by learning a piece of music, putting on someone else's interpretation of it, buying all the CDs possible of that particular piece of music, and so on and so forth, because that isn't giving me enough of something that is so raw and so basic, and something that I can fully experience the journey of. So it may be that, in certain halls, this dynamic may well work.(Soft marimba sounds)(Soft marimba sounds end)It may be that in other halls, they're simply not going to experience that at all, and so therefore, my level of soft, gentle playing may have to be \u2014(Marimba sounds)(Marimba sounds end)Do you see what I mean? So, because of this explosion in access to sound, especially through the Deaf community, this has not only affected how music institutions, how schools for the deaf treat sound, and not just as a means of therapy \u2014 although, of course, being a participator of music, that definitely is the case as well \u2014 but it's meant that acousticians have had to really think about the types of halls they put together. There are so few halls in this world that actually have very good acoustics, dare I say. But by that I mean, where you can absolutely do anything you imagine. The tiniest, softest, softest sound to something that is so broad, so huge, so incredible. There's always something: it may sound good up there, may not be so good there; it may be great there, but terrible up there; maybe terrible over there, but not too bad there, etc., etc.So to find an actual hall is incredible \u2014 for which you can play exactly what you imagine, without it being cosmetically enhanced. So therefore, acousticians are actually in conversation with people who are hearing impaired, and who are participators of sound. And this is quite interesting. I cannot give you any detail as far as what is actually happening with those halls, but it's just the fact that they are going to a group of people for whom so many years, we've been saying, ""Well, how on earth can they experience music? They're deaf."" We go like that, and we imagine that's what deafness is about. Or we go like that, and we imagine that's what blindness is about. If we see someone in a wheelchair, we assume they cannot walk. It may be that they can walk three, four, five steps. That, to them, means they can walk. In a year's time, it could be two extra steps. In another year's time, three extra steps.Those are hugely important aspects to think about. So when we do listen to each other, it's unbelievably important for us to really test our listening skills, to really use our bodies as a resonating chamber, to stop the judgment. For me, as a musician who deals with 99 percent of new music, it's very easy for me to say, ""Oh yes, I like that piece. No, I don't like that piece,"" and so on. And I just find that I have to give those pieces of music real time. It may be that the chemistry isn't quite right between myself and that particular piece of music, but that doesn't mean I have the right to say it's a bad piece of music. And you know, one of the great things about being a musician is that it is so unbelievably fluid. So there are no rules, no right, no wrong, this way, that way.If I asked you to clap \u2014 maybe I can do this. If I can just say, ""Please clap and create the sound of thunder."" I'm assuming we've all experienced thunder. Now, I don't mean just the sound; I mean really listen to that thunder within yourselves. And please try to create that through your clapping. Try, just \u2014 please try.(Loud clapping sounds)(Clapping ends)Snow.(Laughter)Snow.(Soft clapping sounds)Have you ever heard snow?Audience: No.Evelyn Glennie: Well, then, stop clapping.(Laughter)Try again. Try again: snow.(No sound)See, you're awake.Rain.(Light clapping sounds)EG: (Laughs)Not bad. Not bad. The interesting thing here, though, is that I asked a group of kids not so long ago exactly the same question. Now \u2014 great imagination, thank you very much. However, not one of you got out of your seats to think, ""Right! How can I clap? OK, maybe:(Clapping sounds)Maybe I can use my jewelry to create extra sounds. Maybe I can use the other parts of my body to create extra sounds."" Not a single one of you thought about clapping in a slightly different way other than sitting in your seats there and using two hands. In the same way, when we listen to music, we assume that it's all being fed through here. This is how we experience music. Of course, it's not.We experience thunder, thunder, thunder. Think, think, think. Listen, listen, listen. Now, what can we do with thunder? I remember my teacher, when I first started, my very first lesson, I was all prepared with sticks, ready to go. And instead of him saying, ""OK, Evelyn, please, feet slightly apart, arms at a more or less 90-degree angle, sticks in a more or less V shape, keep this amount of space here, etc. Please keep your back straight, etc., etc., etc."" \u2014 where I was just probably going to end up absolutely rigid, frozen, and I would not be able to strike the drum because I was thinking of so many other things, he said, ""Evelyn, take this drum away for seven days, and I'll see you next week.""So \u2014 heavens! What was I to do? I no longer required the sticks. I wasn't allowed to have these sticks. I had to basically look at this particular drum, see how it was made, what these little lugs did, what the snares did. Turned it upside down, experimented with the shell.(Drum sounds)Experimented with the head.(Drum sounds)Experimented with my body.(Drum sounds)Experimented with jewelry. Experimented with all sorts of things.(Drum sounds)(Drum sounds end)And of course, I returned with all sorts of bruises.(Laughter)But nevertheless, it was such an unbelievable experience, because where on earth are you going to experience that in a piece of music? Where on earth are you going to experience that in a study book? So we never, ever dealt with actual study books. So for example, one of the things that we learn when we are dealing with being a percussion player as opposed to a musician, is basically, straightforward single-stroke rolls.(Drum sounds)Like that, and then we get a little faster \u2014(Drum sounds)and a little faster \u2014(Drum sounds)and a little faster, and so on and so forth. What does this piece require? Single-stroke rolls.(Drum sound)So why can't I then do that whilst learning a piece of music? And that's exactly what he did. And interestingly, the older I became, and when I became a full-time student at a so-called ""music institution,"" all of that went out of the window. We had to study from study books. And constantly, the question, ""Well, why? Why? What is this relating to? I need to play a piece of music."" ""Well, this will help your control."" ""Well, how? Why do I need to learn that? I need to relate it to a piece of music. You know, I need to say something.Why am I practicing paradiddles?(Drum sounds)Is it just literally for control, for hand-stick control? Why am I doing that? I need to have the reason, and the reason has to be by saying something through the music."" And by saying something through music, which basically is sound, we then can reach all sorts of things to all sorts of people. But I don't want to take responsibility of your emotional baggage. That's up to you, when you walk through a hall, because that then determines what and how we listen to certain things. I may feel sorrowful, or happy, or exhilarated, or angry when I play certain pieces of music, but I'm not necessarily wanting you to feel exactly the same thing. So please, the next time you go to a concert, just allow your body to open up, allow your body to be this resonating chamber. Be aware that you're not going to experience the same thing as the performer is.The performer is in the worst possible position for the actual sound, because they're hearing the contact of the stick \u2014(Drum sound)on the drum, or the mallet on the bit of wood, or the bow on the string, etc., or the breath that's creating the sound from wind and brass. They're experiencing that rawness there. But yet they're experiencing something so unbelievably pure, which is before the sound is actually happening. Please take note of the life of the sound after the actual initial strike, or breath, is being pulled. Just experience the whole journey of that sound in the same way that I wished I'd experienced the whole journey of this particular conference, rather than just arriving last night. But I hope maybe we can share one or two things as the day progresses. But thank you very much for having me!(Applause)(Applause ends)(Music)(Music ends)(Applause)" +1841716,158,"Why do we ever stop playing and creating? With charm and humor, celebrated Korean author Young-ha Kim invokes the world's greatest artists to urge you to unleash your inner child -- the artist who wanted to play forever. ",1017,TEDxSeoul,1279929600,24,Young-ha Kim,"Young-ha Kim: Be an artist, right now!",1,1360943591,"[{'id': 7, 'name': 'Funny', 'count': 255}, {'id': 10, 'name': 'Inspiring', 'count': 906}, {'id': 24, 'name': 'Persuasive', 'count': 280}, {'id': 22, 'name': 'Fascinating', 'count': 123}, {'id': 1, 'name': 'Beautiful', 'count': 117}, {'id': 9, 'name': 'Ingenious', 'count': 61}, {'id': 23, 'name': 'Jaw-dropping', 'count': 29}, {'id': 25, 'name': 'OK', 'count': 40}, {'id': 3, 'name': 'Courageous', 'count': 96}, {'id': 8, 'name': 'Informative', 'count': 36}, {'id': 2, 'name': 'Confusing', 'count': 6}, {'id': 11, 'name': 'Longwinded', 'count': 13}, {'id': 26, 'name': 'Obnoxious', 'count': 2}, {'id': 21, 'name': 'Unconvincing', 'count': 6}]","[{'id': 815, 'hero': 'https://pe.tedcdn.com/images/ted/e8842f13bd7916d9840fcaeeabff167c2a0ea48a_1600x1200.jpg', 'speaker': 'Adora Svitak', 'title': 'What adults can learn from kids', 'duration': 492, 'slug': 'adora_svitak', 'viewed_count': 4782974}, {'id': 1410, 'hero': 'https://pe.tedcdn.com/images/ted/ec8292db13815de32529bf4568ce76b48a089bc5_2880x1620.jpg', 'speaker': 'Chip Kidd', 'title': 'Designing books is no laughing matter. OK, it is.', 'duration': 1036, 'slug': 'chip_kidd_designing_books_is_no_laughing_matter_ok_it_is', 'viewed_count': 1752017}, {'id': 250, 'hero': 'https://pe.tedcdn.com/images/ted/ad9c1de3d4a57b4cb48a76b2774e80ff82bc7bf6_2880x1620.jpg', 'speaker': 'Amy Tan', 'title': 'Where does creativity hide?', 'duration': 1372, 'slug': 'amy_tan_on_creativity', 'viewed_count': 2477964}, {'id': 1169, 'hero': 'https://pe.tedcdn.com/images/ted/f553f02f7c6b89f37c883ba4e4805f560f6fb811_800x600.jpg', 'speaker': 'Shea Hembrey', 'title': 'How I became 100 artists', 'duration': 1008, 'slug': 'shea_hembrey_how_i_became_100_artists', 'viewed_count': 1486888}, {'id': 2863, 'hero': 'https://pe.tedcdn.com/images/ted/c706b63f93fb382e0015dde0ec55a2c7ac8a37c3_2880x1620.jpg', 'speaker': 'Laolu Senbanjo', 'title': '""The Sacred Art of the Ori""', 'duration': 530, 'slug': 'laolu_senbanjo_the_sacred_art_of_the_ori', 'viewed_count': 635764}, {'id': 952, 'hero': 'https://pe.tedcdn.com/images/ted/197744_800x600.jpg', 'speaker': 'Ben Cameron', 'title': 'Why the live arts matter', 'duration': 764, 'slug': 'ben_cameron_tedxyyc', 'viewed_count': 497713}]",Writer,"['TEDx', 'art', 'creativity', 'spoken word', 'writing']","Be an artist, right now!","https://www.ted.com/talks/young_ha_kim_be_an_artist_right_now +","The theme of my talk today is, ""Be an artist, right now."" Most people, when this subject is brought up, get tense and resist it: ""Art doesn't feed me, and right now I'm busy. I have to go to school, get a job, send my kids to lessons ... "" You think, ""I'm too busy. I don't have time for art."" There are hundreds of reasons why we can't be artists right now. Don't they just pop into your head?There are so many reasons why we can't be, indeed, we're not sure why we should be. We don't know why we should be artists, but we have many reasons why we can't be. Why do people instantly resist the idea of associating themselves with art? Perhaps you think art is for the greatly gifted or for the thoroughly and professionally trained. And some of you may think you've strayed too far from art. Well you might have, but I don't think so. This is the theme of my talk today. We are all born artists.If you have kids, you know what I mean. Almost everything kids do is art. They draw with crayons on the wall. They dance to Son Dam Bi's dance on TV, but you can't even call it Son Dam Bi's dance \u2014 it becomes the kids' own dance. So they dance a strange dance and inflict their singing on everyone. Perhaps their art is something only their parents can bear, and because they practice such art all day long, people honestly get a little tired around kids.Kids will sometimes perform monodramas \u2014 playing house is indeed a monodrama or a play. And some kids, when they get a bit older, start to lie. Usually parents remember the very first time their kid lies. They're shocked. ""Now you're showing your true colors,"" Mom says. She thinks, ""Why does he take after his dad?"" She questions him, ""What kind of a person are you going to be?""But you shouldn't worry. The moment kids start to lie is the moment storytelling begins. They are talking about things they didn't see. It's amazing. It's a wonderful moment. Parents should celebrate. ""Hurray! My boy finally started to lie!"" All right! It calls for celebration. For example, a kid says, ""Mom, guess what? I met an alien on my way home."" Then a typical mom responds, ""Stop that nonsense."" Now, an ideal parent is someone who responds like this: ""Really? An alien, huh? What did it look like? Did it say anything? Where did you meet it?"" ""Um, in front of the supermarket.""When you have a conversation like this, the kid has to come up with the next thing to say to be responsible for what he started. Soon, a story develops. Of course this is an infantile story, but thinking up one sentence after the next is the same thing a professional writer like me does. In essence, they are not different. Roland Barthes once said of Flaubert's novels, ""Flaubert did not write a novel. He merely connected one sentence after another. The eros between sentences, that is the essence of Flaubert's novel."" That's right \u2014 a novel, basically, is writing one sentence, then, without violating the scope of the first one, writing the next sentence. And you continue to make connections.Take a look at this sentence: ""One morning, as Gregor Samsa was waking up from anxious dreams, he discovered that in his bed he had been changed into a monstrous verminous bug."" Yes, it's the first sentence of Franz Kafka's ""The Metamorphosis."" Writing such an unjustifiable sentence and continuing in order to justify it, Kafka's work became the masterpiece of contemporary literature. Kafka did not show his work to his father. He was not on good terms with his father. On his own, he wrote these sentences. Had he shown his father, ""My boy has finally lost it,"" he would've thought.And that's right. Art is about going a little nuts and justifying the next sentence, which is not much different from what a kid does. A kid who has just started to lie is taking the first step as a storyteller. Kids do art. They don't get tired and they have fun doing it. I was in Jeju Island a few days ago. When kids are on the beach, most of them love playing in the water. But some of them spend a lot of time in the sand, making mountains and seas \u2014 well, not seas, but different things \u2014 people and dogs, etc. But parents tell them, ""It will all be washed away by the waves."" In other words, it's useless. There's no need. But kids don't mind. They have fun in the moment and they keep playing in the sand. Kids don't do it because someone told them to. They aren't told by their boss or anyone, they just do it.When you were little, I bet you spent time enjoying the pleasure of primitive art. When I ask my students to write about their happiest moment, many write about an early artistic experience they had as a kid. Learning to play piano for the first time and playing four hands with a friend, or performing a ridiculous skit with friends looking like idiots \u2014 things like that. Or the moment you developed the first film you shot with an old camera. They talk about these kinds of experiences. You must have had such a moment. In that moment, art makes you happy because it's not work. Work doesn't make you happy, does it? Mostly it's tough.The French writer Michel Tournier has a famous saying. It's a bit mischievous, actually. ""Work is against human nature. The proof is that it makes us tired."" Right? Why would work tire us if it's in our nature? Playing doesn't tire us. We can play all night long. If we work overnight, we should be paid for overtime. Why? Because it's tiring and we feel fatigue. But kids, usually they do art for fun. It's playing. They don't draw to sell the work to a client or play the piano to earn money for the family. Of course, there were kids who had to. You know this gentleman, right? He had to tour around Europe to support his family \u2014 Wolfgang Amadeus Mozart \u2014 but that was centuries ago, so we can make him an exception. Unfortunately, at some point our art \u2014 such a joyful pastime \u2014 ends. Kids have to go to lessons, to school, do homework and of course they take piano or ballet lessons, but they aren't fun anymore. You're told to do it and there's competition. How can it be fun? If you're in elementary school and you still draw on the wall, you'll surely get in trouble with your mom. Besides, if you continue to act like an artist as you get older, you'll increasingly feel pressure \u2014 people will question your actions and ask you to act properly.Here's my story: I was an eighth grader and I entered a drawing contest at school in Gyeongbokgung. I was trying my best, and my teacher came around and asked me, ""What are you doing?"" ""I'm drawing diligently,"" I said. ""Why are you using only black?"" Indeed, I was eagerly coloring the sketchbook in black. And I explained, ""It's a dark night and a crow is perching on a branch."" Then my teacher said, ""Really? Well, Young-ha, you may not be good at drawing but you have a talent for storytelling."" Or so I wished. ""Now you'll get it, you rascal!"" was the response. (Laughter) ""You'll get it!"" he said. You were supposed to draw the palace, the Gyeonghoeru, etc., but I was coloring everything in black, so he dragged me out of the group. There were a lot of girls there as well, so I was utterly mortified.None of my explanations or excuses were heard, and I really got it big time. If he was an ideal teacher, he would have responded like I said before, ""Young-ha may not have a talent for drawing, but he has a gift for making up stories,"" and he would have encouraged me. But such a teacher is seldom found. Later, I grew up and went to Europe's galleries \u2014 I was a university student \u2014 and I thought this was really unfair. Look what I found. (Laughter)Works like this were hung in Basel while I was punished and stood in front of the palace with my drawing in my mouth. Look at this. Doesn't it look just like wallpaper? Contemporary art, I later discovered, isn't explained by a lame story like mine. No crows are brought up. Most of the works have no title, Untitled. Anyways, contemporary art in the 20th century is about doing something weird and filling the void with explanation and interpretation \u2014 essentially the same as I did. Of course, my work was very amateur, but let's turn to more famous examples.This is Picasso's. He stuck handlebars into a bike seat and called it ""Bull's Head."" Sounds convincing, right? Next, a urinal was placed on its side and called ""Fountain"". That was Duchamp. So filling the gap between explanation and a weird act with stories \u2014 that's indeed what contemporary art is all about. Picasso even made the statement, ""I draw not what I see but what I think."" Yes, it means I didn't have to draw Gyeonghoeru. I wish I knew what Picasso said back then. I could have argued better with my teacher. Unfortunately, the little artists within us are choked to death before we get to fight against the oppressors of art. They get locked in. That's our tragedy.So what happens when little artists get locked in, banished or even killed? Our artistic desire doesn't go away. We want to express, to reveal ourselves, but with the artist dead, the artistic desire reveals itself in dark form. In karaoke bars, there are always people who sing ""She's Gone"" or ""Hotel California,"" miming the guitar riffs. Usually they sound awful. Awful indeed. Some people turn into rockers like this. Or some people dance in clubs. People who would have enjoyed telling stories end up trolling on the Internet all night long. That's how a writing talent reveals itself on the dark side.Sometimes we see dads get more excited than their kids playing with Legos or putting together plastic robots. They go, ""Don't touch it. Daddy will do it for you."" The kid has already lost interest and is doing something else, but the dad alone builds castles. This shows the artistic impulses inside us are suppressed, not gone. But they can often reveal themselves negatively, in the form of jealousy. You know the song ""I would love to be on TV""? Why would we love it? TV is full of people who do what we wished to do, but never got to. They dance, they act \u2014 and the more they do, they are praised. So we start to envy them. We become dictators with a remote and start to criticize the people on TV. ""He just can't act."" ""You call that singing? She can't hit the notes."" We easily say these sorts of things. We get jealous, not because we're evil, but because we have little artists pent up inside us. That's what I think.What should we do then? Yes, that's right. Right now, we need to start our own art. Right this minute, we can turn off TV, log off the Internet, get up and start to do something. Where I teach students in drama school, there's a course called Dramatics. In this course, all students must put on a play. However, acting majors are not supposed to act. They can write the play, for example, and the writers may work on stage art. Likewise, stage art majors may become actors, and in this way you put on a show. Students at first wonder whether they can actually do it, but later they have so much fun. I rarely see anyone who is miserable doing a play. In school, the military or even in a mental institution, once you make people do it, they enjoy it. I saw this happen in the army \u2014 many people had fun doing plays.I have another experience: In my writing class, I give students a special assignment. I have students like you in the class \u2014 many who don't major in writing. Some major in art or music and think they can't write. So I give them blank sheets of paper and a theme. It can be a simple theme: Write about the most unfortunate experience in your childhood. There's one condition: You must write like crazy. Like crazy! I walk around and encourage them, ""Come on, come on!"" They have to write like crazy for an hour or two. They only get to think for the first five minutes.The reason I make them write like crazy is because when you write slowly and lots of thoughts cross your mind, the artistic devil creeps in. This devil will tell you hundreds of reasons why you can't write: ""People will laugh at you. This is not good writing! What kind of sentence is this? Look at your handwriting!"" It will say a lot of things. You have to run fast so the devil can't catch up. The really good writing I've seen in my class was not from the assignments with a long deadline, but from the 40- to 60-minute crazy writing students did in front of me with a pencil. The students go into a kind of trance. After 30 or 40 minutes, they write without knowing what they're writing. And in this moment, the nagging devil disappears.So I can say this: It's not the hundreds of reasons why one can't be an artist, but rather, the one reason one must be that makes us artists. Why we cannot be something is not important. Most artists became artists because of the one reason. When we put the devil in our heart to sleep and start our own art, enemies appear on the outside. Mostly, they have the faces of our parents. (Laughter) Sometimes they look like our spouses, but they are not your parents or spouses. They are devils. Devils. They came to Earth briefly transformed to stop you from being artistic, from becoming artists. And they have a magic question. When we say, ""I think I'll try acting. There's a drama school in the community center,"" or ""I'd like to learn Italian songs,"" they ask, ""Oh, yeah? A play? What for?"" The magic question is, ""What for?"" But art is not for anything. Art is the ultimate goal. It saves our souls and makes us live happily. It helps us express ourselves and be happy without the help of alcohol or drugs. So in response to such a pragmatic question, we need to be bold. ""Well, just for the fun of it. Sorry for having fun without you,"" is what you should say. ""I'll just go ahead and do it anyway."" The ideal future I imagine is where we all have multiple identities, at least one of which is an artist.Once I was in New York and got in a cab. I took the backseat, and in front of me I saw something related to a play. So I asked the driver, ""What is this?"" He said it was his profile. ""Then what are you?"" I asked. ""An actor,"" he said. He was a cabby and an actor. I asked, ""What roles do you usually play?"" He proudly said he played King Lear. King Lear. ""Who is it that can tell me who I am?"" \u2014 a great line from King Lear. That's the world I dream of. Someone is a golfer by day and writer by night. Or a cabby and an actor, a banker and a painter, secretly or publicly performing their own arts.In 1990, Martha Graham, the legend of modern dance, came to Korea. The great artist, then in her 90s, arrived at Gimpo Airport and a reporter asked her a typical question: ""What do you have to do to become a great dancer? Any advice for aspiring Korean dancers?"" Now, she was the master. This photo was taken in 1948 and she was already a celebrated artist. In 1990, she was asked this question. And here's what she answered: ""Just do it."" Wow. I was touched. Only those three words and she left the airport. That's it. So what should we do now? Let's be artists, right now. Right away. How? Just do it!Thank you.(Applause)" +2212944,279,"In a brilliantly tongue-in-cheek analysis, Sebastian Wernicke turns the tools of statistical analysis on TEDTalks, to come up with a metric for creating ""the optimum TEDTalk"" based on user ratings. How do you rate it? ""Jaw-dropping""? ""Unconvincing""? Or just plain ""Funny""?",359,TED2010,1265760000,37,Sebastian Wernicke,"Sebastian Wernicke: Lies, damned lies and statistics (about TEDTalks)",1,1272617940,"[{'id': 7, 'name': 'Funny', 'count': 5552}, {'id': 9, 'name': 'Ingenious', 'count': 1746}, {'id': 8, 'name': 'Informative', 'count': 937}, {'id': 22, 'name': 'Fascinating', 'count': 755}, {'id': 3, 'name': 'Courageous', 'count': 210}, {'id': 23, 'name': 'Jaw-dropping', 'count': 212}, {'id': 24, 'name': 'Persuasive', 'count': 245}, {'id': 26, 'name': 'Obnoxious', 'count': 79}, {'id': 11, 'name': 'Longwinded', 'count': 31}, {'id': 25, 'name': 'OK', 'count': 272}, {'id': 2, 'name': 'Confusing', 'count': 25}, {'id': 10, 'name': 'Inspiring', 'count': 255}, {'id': 21, 'name': 'Unconvincing', 'count': 89}, {'id': 1, 'name': 'Beautiful', 'count': 119}]","[{'id': 32, 'hero': 'https://pe.tedcdn.com/images/ted/c29cd3594b3be9c5290242f636b79e33e138e488_1600x1200.jpg', 'speaker': 'Vik Muniz', 'title': 'Art with wire, sugar, chocolate and string', 'duration': 891, 'slug': 'vik_muniz_makes_art_with_wire_sugar', 'viewed_count': 1149119}, {'id': 108, 'hero': 'https://pe.tedcdn.com/images/ted/1292_480x360.jpg', 'speaker': 'Rives', 'title': 'A mockingbird remix of TED2006', 'duration': 251, 'slug': 'rives_remixes_ted2006', 'viewed_count': 643082}, {'id': 203, 'hero': 'https://pe.tedcdn.com/images/ted/22655_480x360.jpg', 'speaker': 'Yossi Vardi', 'title': ""We're worried about local warming ... in your lap"", 'duration': 375, 'slug': 'yossi_vardi_fights_local_warming', 'viewed_count': 933314}, {'id': 1315, 'hero': 'https://pe.tedcdn.com/images/ted/e6defb3780c8989a54815f3bc50384ccb404509a_800x600.jpg', 'speaker': 'Sebastian Wernicke', 'title': '1,000 TED Talks in six words', 'duration': 454, 'slug': 'sebastian_wernicke_1000_tedtalks_6_words', 'viewed_count': 618503}, {'id': 1962, 'hero': 'https://pe.tedcdn.com/images/ted/cfa8ec527e9bb37dca7d5513ab829f25c246b52d_1600x1200.jpg', 'speaker': 'TED staff', 'title': ""It's TED, the Musical"", 'duration': 277, 'slug': 'daffodil_hudson_is_this_the_cure_for_stage_fright', 'viewed_count': 741120}, {'id': 2485, 'hero': 'https://pe.tedcdn.com/images/ted/69d74807799b754a4ce42394fb5b2134766f27f2_2880x1620.jpg', 'speaker': 'Chris Anderson', 'title': ""TED's secret to great public speaking"", 'duration': 475, 'slug': 'chris_anderson_teds_secret_to_great_public_speaking', 'viewed_count': 2950224}]",Data scientist,"['comedy', 'entertainment', 'humor', 'statistics']","Lies, damned lies and statistics (about TEDTalks)","https://www.ted.com/talks/lies_damned_lies_and_statistics_about_tedtalks +","If you go on the TED website, you can currently find there over a full week of TEDTalk videos, over 1.3 million words of transcripts and millions of user ratings. And that's a huge amount of data. And it got me wondering: If you took all this data and put it through statistical analysis, could you reverse engineer a TEDTalk? Could you create the ultimate TEDTalk? (Laughter) (Applause) And also, could you create the worst possible TEDTalk that they would still let you get away with?To find this out, I looked at three things: I looked at the topic that you should choose, I looked at how you should deliver it and the visuals onstage. Now, with the topic: There's a whole range of topics you can choose, but you should choose wisely, because your topic strongly correlates with how users will react to your talk. Now, to make this more concrete, let's look at the list of top 10 words that statistically stick out in the most favorite TEDTalks and in the least favorite TEDTalks. So if you came here to talk about how French coffee will spread happiness in our brains, that's a go. (Laughter) (Applause) Whereas, if you wanted to talk about your project involving oxygen, girls, aircraft \u2014 actually, I would like to hear that talk, (Laughter) but statistics say it's not so good. Oh, well. If you generalize this, the most favorite TEDTalks are those that feature topics we can connect with, both easily and deeply, such as happiness, our own body, food, emotions. And the more technical topics, such as architecture, materials and, strangely enough, men, those are not good topics to talk about.How should you deliver your talk? TED is famous for keeping a very sharp eye on the clock, so they're going to hate me for revealing this, because, actually, you should talk as long as they will let you. (Laughter) Because the most favorite TEDTalks are, on average, over 50 percent longer than the least favorite ones. And this holds true for all ranking lists on TED.com except if you want to have a talk that's beautiful, inspiring or funny. Then, you should be brief. (Laughter) But other than that, talk until they drag you off the stage.(Laughter)Now, while ... (Applause) While you're pushing the clock, there's a few rules to obey. I found these rules out by comparing the statistics of four-word phrases that appear more often in the most favorite TEDTalks as opposed to the least favorite TEDTalks. I'll give you three examples. First of all, I must, as a speaker, provide a service to the audience and talk about what I will give you, instead of saying what I can't have. Secondly, it's imperative that you do not cite The New York Times. (Laughter) And finally, it's okay for the speaker \u2014 that's the good news \u2014 to fake intellectual capacity. If I don't understand something, I can just say, ""etc., etc."" You'll all stay with me. It's perfectly fine. (Applause)Now, let's go to the visuals. The most obvious visual thing on stage is the speaker. And analysis shows if you want to be among the most favorite TED speakers, you should let your hair grow a little bit longer than average, make sure you wear your glasses and be slightly more dressed-up than the average TED speaker. Slides are okay, though you might consider going for props. And now the most important thing, that is the mood onstage. Color plays a very important role. Color closely correlates with the ratings that talks get on the website. (Applause) For example, fascinating talks contain a statistically high amount of exactly this blue color, (Laughter) much more than the average TEDTalk. Ingenious TEDTalks, much more this green color, etc., et. (Laughter) (Applause) Now, personally, I think I'm not the first one who has done this analysis, but I'll leave this to your good judgment.So, now it's time to put it all together and design the ultimate TEDTalk. Now, since this is TEDActive, and I learned from my analysis that I should actually give you something, I will not impose the ultimate or worst TEDTalk on you, but rather give you a tool to create your own. And I call this tool the TEDPad. (Laughter) And the TEDPad is a matrix of 100 specifically selected, highly curated sentences that you can easily piece together to get your own TEDTalk. You only have to make one decision, and that is: Are you going to use the white version for very good TEDTalks, about creativity, human genius? Or are you going to go with a black version, which will allow you to create really bad TEDTalks, mostly about blogs, politics and stuff? So, download it and have fun with it.Now I hope you enjoy the session. I hope you enjoy designing your own ultimate and worst possible TEDTalks. And I hope some of you will be inspired for next year to create this, which I really want to see.Thank you very much.(Applause) Thanks." +672113,76,Sculptor and engineer Arthur Ganson talks about his work -- kinetic art that explores deep philosophical ideas and is gee-whiz fun to look at.,944,TED2002,1078272000,24,Arthur Ganson,Arthur Ganson: Moving sculpture,1,1211875620,"[{'id': 7, 'name': 'Funny', 'count': 119}, {'id': 22, 'name': 'Fascinating', 'count': 370}, {'id': 25, 'name': 'OK', 'count': 42}, {'id': 1, 'name': 'Beautiful', 'count': 489}, {'id': 3, 'name': 'Courageous', 'count': 27}, {'id': 9, 'name': 'Ingenious', 'count': 383}, {'id': 11, 'name': 'Longwinded', 'count': 13}, {'id': 23, 'name': 'Jaw-dropping', 'count': 140}, {'id': 10, 'name': 'Inspiring', 'count': 320}, {'id': 21, 'name': 'Unconvincing', 'count': 7}, {'id': 8, 'name': 'Informative', 'count': 35}, {'id': 26, 'name': 'Obnoxious', 'count': 12}, {'id': 24, 'name': 'Persuasive', 'count': 8}, {'id': 2, 'name': 'Confusing', 'count': 5}]","[{'id': 162, 'hero': 'https://pe.tedcdn.com/images/ted/46a98f6d94683e2bd773aaaa528f8a6c49dea91f_1600x1200.jpg', 'speaker': 'Theo Jansen', 'title': 'My creations, a new form of life', 'duration': 493, 'slug': 'theo_jansen_creates_new_creatures', 'viewed_count': 3982366}, {'id': 32, 'hero': 'https://pe.tedcdn.com/images/ted/c29cd3594b3be9c5290242f636b79e33e138e488_1600x1200.jpg', 'speaker': 'Vik Muniz', 'title': 'Art with wire, sugar, chocolate and string', 'duration': 891, 'slug': 'vik_muniz_makes_art_with_wire_sugar', 'viewed_count': 1149097}, {'id': 144, 'hero': 'https://pe.tedcdn.com/images/ted/12753_480x360.jpg', 'speaker': 'Jonathan Harris', 'title': ""The Web's secret stories"", 'duration': 1030, 'slug': 'jonathan_harris_tells_the_web_s_secret_stories', 'viewed_count': 1049728}, {'id': 877, 'hero': 'https://pe.tedcdn.com/images/ted/f3a95f7b415f4c0cb82754ea0bcfe6feca3b8cdc_2880x1620.jpg', 'speaker': 'Adam Sadowsky', 'title': 'How to engineer a viral music video', 'duration': 868, 'slug': 'adam_sadowsky_engineers_a_viral_music_video', 'viewed_count': 1059127}, {'id': 2787, 'hero': 'https://pe.tedcdn.com/images/ted/0d28c4301c3c7ed0a3790e31231e71e1469524e6_2880x1620.jpg', 'speaker': 'Garry Kasparov', 'title': ""Don't fear intelligent machines. Work with them"", 'duration': 920, 'slug': 'garry_kasparov_don_t_fear_intelligent_machines_work_with_them', 'viewed_count': 1078883}, {'id': 1764, 'hero': 'https://pe.tedcdn.com/images/ted/e15213155418fc82875680062821e32eccd30a5f_1600x1200.jpg', 'speaker': ""Raffaello D'Andrea"", 'title': 'The astounding athletic power of quadcopters', 'duration': 968, 'slug': 'raffaello_d_andrea_the_astounding_athletic_power_of_quadcopters', 'viewed_count': 10281753}]",Sculptor,"['art', 'design', 'engineering', 'entertainment', 'humor', 'philosophy']",Moving sculpture,"https://www.ted.com/talks/arthur_ganson_makes_moving_sculpture +","A few words about how I got started, and it has a lot to do with happiness, actually. When I was a very young child, I was extremely introverted and very much to myself. And, kind of as a way of surviving, I would go into my own very personal space, and I would make things. I would make things for people as a way of, you know, giving, showing them my love. I would go into these private places, and I would put my ideas and my passions into objects \u2014 and sort of learning how to speak with my hands. So, the whole activity of working with my hands and creating objects is very much connected with not only the idea realm, but also with very much the feeling realm. And the ideas are very disparate.I'm going to show you many different kinds of pieces, and there's no real connection between one or the other, except that they sort of come out of my brain, and they're all different sort of thoughts that are triggered by looking at life, and seeing nature and seeing objects, and just having kind of playful random thoughts about things.When I was a child, I started to explore motion. I fell in love with the way things moved, so I started to explore motion by making little flipbooks. And this is one that I did, probably like when I was around seventh grade, and I remember when I was doing this, I was thinking about that little rock there, and the pathway of the vehicles as they would fly through the air, and how the characters \u2014(Laughter) \u2014would come shooting out of the car, so, on my mind, I was thinking about the trajectory of the vehicles. And of course, when you're a little kid, there's always destruction. So, it has to end with this \u2014(Laughter) \u2014gratuitous violence.(Laughter)So that was how I first started to explore the way things moved, and expressed it.Now, when I went to college, I found myself making fairly complicated, fragile machines. And this really came about from having many different kinds of interests. When I was in high school, I loved to program computers, so I sort of liked the logical flow of events. I was also very interested in perhaps going into surgery and becoming a surgeon, because it meant working with my hands in a very focused, intense way. So, I started taking art courses, and I found a way to make sculpture that brought together my love for being very precise with my hands, with coming up with different kinds of logical flows of energy through a system. And also, working with wire \u2014 everything that I did was both a visual and a mechanical engineering decision at the same time. So, I was able to sort of exercise all of that.Now, this kind of machine is as close as I can get to painting. And it's full of many little trivial end points, like there's a little foot here that just drags around in circles and it doesn't really mean anything. It's really just for the sort of joy of its own triviality. The connection I have with engineering is the same as any other engineer, in that I love to solve problems. I love to figure things out, but the end result of what I'm doing is really completely ambiguous.(Laughter)That's pretty ambiguous.(Laughter)The next piece that is going to come up is an example of a kind of machine that is fairly complex. I gave myself the problem. Since I'm always liking to solve problems, I gave myself the problem of turning a crank in one direction, and solving all of the mechanical problems for getting this little man to walk back and forth. So, when I started this, I didn't have an overall plan for the machine, but I did have a sense of the gesture, and a sense of the shape and how it would occupy space. And then it was a matter of starting from one point and sort of building to that final point. That little gear there switches back and forth to change direction. And that's a little found object.So a lot of the pieces that I've made, they involve found objects. And it really \u2014 it's almost like doing visual puns all the time. When I see objects, I imagine them in motion. I imagine what can be said with them.This next one here, ""Machine with Wishbone,"" it came about from playing with this wishbone after dinner. You know, they say, never play with your food \u2014 but I always play with things. So, I had this wishbone, and I thought, it's kind of like a cowboy who's been on his horse for too long.(Laughter)And I started to make him walk across the table, and I thought, ""Oh, I can make a little machine that will do that."" So, I made this device, linked it up, and the wishbone walks. And because the wishbone is bone \u2014 it's animal \u2014 it's sort of a point where I think we can enter into it. And that's the whole piece.(Laughter)That's about that big.(Applause)This kind of work is also very much like puppetry, where the found object is, in a sense, the puppet, and I'm the puppeteer at first, because I'm playing with an object. But then I make the machine, which is sort of the stand-in for me, and it is able to achieve the action that I want.The next piece I'll show you is a much more conceptual thought, and it's a little piece called ""Cory's Yellow Chair."" I had this image in my mind, when I saw my son's little chair, and I saw it explode up and out. And \u2014 so the way I saw this in my mind at first, was that the pieces would explode up and out with infinite speed, and the pieces would move far out, and then they would begin to be pulled back with a kind of a gravitational feel, to the point where they would approach infinite speed back to the center. And they would coalesce for just a moment, so you could perceive that there was a chair there. For me, it's kind of a feeling about the fleetingness of the present moment, and I wanted to express that. Now, the machine is \u2014 in this case, it's a real approximation of that, because obviously you can't move physical matter infinitely with infinite speed and have it stop instantaneously. This whole thing is about four feet wide, and the chair itself is only about a few inches.(Applause)Now, this is a funny sort of conceptual thing, and yesterday we were talking about Danny Hillis' ""10,000 Year Clock."" So, we have a motor here on the left, and it goes through a gear train. There are 12 pairs of 50:1 reductions, so that means that the final speed of that gear on the end is so slow that it would take two trillion years to turn once. So I've invented it in concrete, because it doesn't really matter.(Laughter)Because it could run all the time.(Laughter)Now, a completely different thought. I'm always imagining myself in different situations. I'm imagining myself as a machine. What would I love? I would love to be bathed in oil.(Laughter)So, this machine does nothing but just bathe itself in oil.(Laughter)(Applause)And it's really, just sort of \u2014 for me, it was just really about the lusciousness of oil.(Laughter)And then, I got a call from a friend who wanted to have a show of erotic art, and I didn't have any pieces. But when she suggested to be in the show, this piece came to mind. So, it's sort of related, but you can see it's much more overtly erotic. And this one I call ""Machine with Grease."" It's just continually ejaculating, and it's \u2014(Laughter) \u2014this is a happy machine, I'll tell you.(Laughter)It's definitely happy.From an engineering point of view, this is just a little four-bar linkage. And then again, this is a found object, a little fan that I found. And I thought, what about the gesture of opening the fan, and how simply could I state something. And, in a case like this, I'm trying to make something which is clear but also not suggestive of any particular kind of animal or plant.For me, the process is very important, because I'm inventing machines, but I'm also inventing tools to make machines, and the whole thing is all sort of wrapped up from the beginning. So this is a little wire-bending tool. After many years of bending gears with a pair of pliers, I made that tool, and then I made this other tool for sort of centering gears very quickly \u2014 sort of developing my own little world of technology. My life completely changed when I found a spot welder.(Laughter)And that was that tool. It completely changed what I could do. Now here, I'm going to do a very poor job of silver soldering. This is not the way they teach you to silver solder when you're in school. I just like, throw it in. I mean, real jewelers put little bits of solder in. So, that's a finished gear.When I moved to Boston, I joined a group called the World Sculpture Racing Society.(Laughter)And the idea, their premise was that we wanted to show pieces of sculpture on the street, and there'd be no subjective decision about what was the best. It would be \u2014 whatever came across the finish line first would be the winner.(Laughter)So I made \u2014 this is my first racing sculpture, and I thought, ""Oh, I'm going to make a cart, and I'm going to have it \u2014 I'm going to have my hand writing 'faster,' so as I run down the street, the cart's going to talk to me and it's going to go, 'Faster, faster!' "" So, that's what it does.(Laughter)But then in the end, what I decided was every time you finish writing the word, I would stop and I would give the card to somebody on the side of the road. So I would never win the race because I'm always stopping. But I had a lot of fun.(Applause)Now, I only have two and a half minutes \u2014 I'm going to play this. This is a piece that, for me, is in some ways the most complete kind of piece. Because when I was a kid, I also played a lot of guitar. And when I had this thought, I was imagining that I would make \u2014 I would have a whole machine theater evening, where I would \u2014 you would have an audience, the curtain would open, and you'd be entertained by machines on stage. So, I imagined a very simple gestural dance that would be between a machine and just a very simple chair, and ... When I'm making these pieces, I'm always trying to find a point where I'm saying something very clearly and it's very simple, but also at the same time it's very ambiguous. And I think there's a point between simplicity and ambiguity which can allow a viewer to perhaps take something from it.And that leads me to the thought that all of these pieces start off in my own mind, in my heart, and I do my best at finding ways to express them with materials, and it always feels really crude. It's always a struggle, but somehow I manage to sort of get this thought out into an object, and then it's there, OK. It means nothing at all. The object itself just means nothing. Once it's perceived, and someone brings it into their own mind, then there's a cycle that has been completed. And to me, that's the most important thing because, ever since being a kid, I've wanted to communicate my passion and love. And that means the complete cycle of coming from inside, out to the physical, to someone perceiving it. So I'll just let this chair come down.(Applause)Thank you.(Applause)" +1426132,22,"Twenty-three Grand Slam titles later, tennis superstar Serena Williams sits down with journalist Gayle King to share a warm, mischievous conversation about her life, love, wins and losses -- starting with the story of how she accidentally shared her pregnancy news with the world.",1108,TED2017,1492992000,13,Serena Williams and Gayle King,"Serena Williams and Gayle King: On tennis, love and motherhood",2,1493319006,"[{'id': 10, 'name': 'Inspiring', 'count': 173}, {'id': 8, 'name': 'Informative', 'count': 38}, {'id': 1, 'name': 'Beautiful', 'count': 100}, {'id': 7, 'name': 'Funny', 'count': 44}, {'id': 3, 'name': 'Courageous', 'count': 40}, {'id': 23, 'name': 'Jaw-dropping', 'count': 8}, {'id': 22, 'name': 'Fascinating', 'count': 35}, {'id': 24, 'name': 'Persuasive', 'count': 10}, {'id': 25, 'name': 'OK', 'count': 26}, {'id': 11, 'name': 'Longwinded', 'count': 7}, {'id': 9, 'name': 'Ingenious', 'count': 4}, {'id': 21, 'name': 'Unconvincing', 'count': 8}, {'id': 2, 'name': 'Confusing', 'count': 2}, {'id': 26, 'name': 'Obnoxious', 'count': 1}]","[{'id': 2327, 'hero': 'https://pe.tedcdn.com/images/ted/732cabad586eff7d800fc211e97ce16bee3d7fa8_2880x1620.jpg', 'speaker': 'Billie Jean King', 'title': 'This tennis icon paved the way for women in sports', 'duration': 965, 'slug': 'billie_jean_king_this_tennis_icon_paved_the_way_for_women_in_sports', 'viewed_count': 947608}, {'id': 2516, 'hero': 'https://pe.tedcdn.com/images/ted/d81b5200ff648a4c82fcd822fb8a49cbb5ee8ae3_2880x1620.jpg', 'speaker': 'Norman Lear', 'title': 'An entertainment icon on living a life of meaning', 'duration': 1186, 'slug': 'norman_lear_an_entertainment_icon_on_living_a_life_of_meaning', 'viewed_count': 1025707}, {'id': 2801, 'hero': 'https://pe.tedcdn.com/images/ted/ee78ab38fb4f23e29fbae7dfd3e89de2082ccaf7_2880x1620.jpg', 'speaker': 'Anne Lamott', 'title': '12 truths I learned from life and writing', 'duration': 955, 'slug': 'anne_lamott_12_truths_i_learned_from_life_and_writing', 'viewed_count': 1890957}, {'id': 1048, 'hero': 'https://pe.tedcdn.com/images/ted/176d38e695e7b04eed3589690f4a73cc6c30b65b_800x600.jpg', 'speaker': 'Neil Pasricha', 'title': ""The 3 A's of awesome"", 'duration': 1053, 'slug': 'neil_pasricha_the_3_a_s_of_awesome', 'viewed_count': 2859711}, {'id': 527, 'hero': 'https://pe.tedcdn.com/images/ted/f48fcf2591f6ecc734eec21a851b4e3e71e7fd42_1600x1200.jpg', 'speaker': 'Sarah Jones', 'title': 'A one-woman global village', 'duration': 1260, 'slug': 'sarah_jones_as_a_one_woman_global_village', 'viewed_count': 1607454}, {'id': 708, 'hero': 'https://pe.tedcdn.com/images/ted/135026_800x600.jpg', 'speaker': 'Marc Pachter', 'title': 'The art of the interview', 'duration': 1254, 'slug': 'marc_pachter_the_art_of_the_interview', 'viewed_count': 717008}]",Athlete,"['Gender equality', 'children', 'family', 'gender', 'interview', 'journalism', 'life', 'love', 'media', 'parenting', 'personal growth', 'race', 'relationships', 'social media', 'sports', 'women']","On tennis, love and motherhood","https://www.ted.com/talks/serena_williams_gayle_king_on_tennis_love_and_motherhood +","Gayle King: Have a seat, Serena Williams, or should we say, have a seat, mom.(Cheers)So no doubt, you guys are like me. You saw the release of Serena in that great yellow bathing suit last week and when I saw it, all I could think of was, ""Gosh, why couldn't she have waited til we sat onstage for TED?"" I was very selfish, I know. So I asked you about that picture, and you said nobody was supposed to see that picture. What do you mean?Serena Williams: Well, actually, it was an accident. I was on vacation, just taking some time for myself, and I have this thing where I've been checking my status and taking pictures every week to see how far along I'm going \u2014GK: And sharing it with friends, maybe?SW: No, actually I have just been saving it, and I didn't really tell a lot of people, to be quite honest, and I'd been saving it, and you know how social media is, you press the wrong button and \u2014(Laughter)GK: And there it was.SW: So 30 minutes later \u2014 my phone doesn't ring that much \u2014 and 30 minutes later, I missed like four calls, and I'm like, that's weird, and then I picked it up and I was like, oh no. But it was a good moment. I was gonna wait literally just five or six more days \u2014 that's OK.GK: I know, because it was weird, Serena, because it only said 20 weeks, so it's not like there was a whole lot of information on it.SW: Exactly, so that's what I've been doing all this time. I've been just tracking it. 18, 19 \u2014 every week I'd just take a picture and save it, and I've been so good about it, and this was the one time that I slipped.GK: There you go. Well, congratulations.SW: Yes, thank you.GK: It really is OK. When you heard the news, were you excited? Were you afraid? Were you worried? That you were pregnant, I mean.SW: So I heard it two days before the beginning of the Australian Open, which is one of the biggest grand slams.GK: You found out two days before?SW: Yeah, so it was two days before, and I knew. I was nervous. I wasn't quite sure what to think, but I just knew that at that moment it was really important for me to just focus right there at the Australian Open, and I was definitely not sure what to do. I was like, can I play? I know it's very dangerous, maybe, sometimes in the first 12 weeks or so, so I had a lot of questions.GK: But not only did you play, Ms. Williams, you won.(Cheers)SW: Yeah. May I just say, 23 grand slams to you.SW: Thank you.(Applause)GK: While pregnant!SW: Well, I was looking for another handicap, so ... no.GK: Did you play differently that game, knowing you were pregnant?SW: I did. It wasn't very easy. You hear all these stories about people when they're pregnant, they get sick and they get tired.GK: Have you had morning sickness?SW: No, I've been so fortunate and so I haven't. But they get really tired and they get really stressed out, and I had to really take all that energy, put it in a paper bag, so to say, and throw it away, because I really felt like I didn't have time to deal with any extra emotions, any extra anything, because pregnant or not, no one knew, and I was supposed to win that tournament as I am every tournament that I show up. I am expected to win, and if I don't win, it's actually much bigger news.GK: Yeah, when you don't win, that's a big story.SW: Yes, so for me, I had to really take anything negative and any emotions that I was feeling at that point and kind of just bottle them up and really figure out what the next step for me to do was.GK: You have a lot of support. You have a lot of love. Even when I was coming here, people stopped me at the airport. I was saying to the flight attendant, the pilot, ""Guess where I'm going?"" They said, ""Oh my God, we're so glad she's pregnant."" But then you always have these cranky Yankees. On the way over here, somebody was telling me about Ilie Nastase, who said some very unkind, inappropriate, dare I say racial things. You have responded to him. I'm not even going to dignify what he said, but you responded. Why did you respond?SW: Well, I think there are very inappropriate comments, and not only that, I've been really supportive of my peers and the people that I've worked with. I've been a pro for almost 20 years, and so for me, it's really important to hold women up, and it's something that these young women, they'll come to the locker room, they'll want to take pictures with me, and for me, it's just like, I want to be able to be a good leader and a good example for them. So not only \u2014(Applause)Not only did he have rude things to say about me and my peers, I felt it was important for us to stand up for each other and to stand up for myself. And at that point it was really important for me to say, like, I'm not afraid, I'm not going anywhere, but this is inappropriate, and there's time and there's a place for everything. And that really wasn't the time and the place.GK: We cut the part where you said you're not going anywhere, because you'll be 36 in September. Baby's coming, 36. And your coach said age is always important, but in tennis it's very important, but he has no doubt that you're coming back. Have you thought, am I coming back? Will I take some time off? I know the women on the tour are saying, ""How long does it take to have a baby? Two years will she be gone?"" What are you thinking?SW: Well, I'm always trying to defy the odds, you know, so for me everything is really mental. I definitely plan on coming back. I'm not done yet. I'm really inspired by my sister. She's a year older than me, and that's something that \u2014 if she's still playing, I know I can play.(Laughter)And there's so many \u2014 Roger Federer, he's a little bit older than me and he's still winning everything, so I'm like, I know I can do that too. So that's been so inspiring to me, especially recently, and I know that it's something I want to do. And my story is definitely not over yet. I was talking to my coach about it, and we were talking about how this is just a new part of my life, and my baby's going to be in the stands and hopefully cheering for me, not crying too much.GK: No, you wrote a beautiful letter to your baby yesterday that you said \u2014 from the oldest mommy to the youngest one, to the oldest, to the youngest, I can't wait for you to get here. A lot of people feel that. I saw you about a year ago, because I think about your life, Serena. You've had three life-changing things in a six-month time: pregnant, huge win, fell in love. And when I saw you last year, I was saying, ""How's your love life? Da da da."" You said, ""I met a guy. He's a nerdy, kinda geeky guy. You won't know who he is."" I said, ""What's his name?""SW: I remember talking to you about that, yes.GK: And you said, ""Alexis Ohanian."" I said, ""I know him!"" He's awesome. But I would never put you with a nerdy geek, and you said, you neither.SW: I'm going to be honest with you, I didn't either, but it's been the best thing for me.GK: The best thing why? Does that look like a nerdy geek? Look at the shirt.(Laughter)No, he's a very nice guy.SW: You can tell he's into technology.GK: He's a very, very nice guy. I like him very much. So how did he succeed when others have failed? How was he the one that you knew, this is the one for me?SW: Well, I'm not going to say that, but ...(Laughter)GK: Say it, Serena, say it!SW: Well ...(Laughter)Yes.(Applause)GK: But you know what I mean.SW: He is very loving and he's very kind, and my mom says he's very considerate, and when she said that to me, I was like, you know, he really is, and it's the little things that really make a huge difference in life.GK: Like?SW: Something simple. My fashion company, we have a show every year, so in our show last year, I was running around like crazy, because I do everything for the show, and everything for it, so I was running around like crazy, and he, it was a simple gesture of this shirt that he had, and he just wanted to make sure that I had the same one, and it was \u2014 it's a weird story. It was better in person, I promise.GK: Was it a wonderful proposal? Or was it a Beyonc\xe9 song? ""If you like it then you ought to put a ring on it""? Were you feeling pressure to get married? Did you know it was coming?SW: Yeah, I actually never felt pressure to get married and I can't say I'm the marrying type of person. I really love my life. I love my freedom. I heard that kind of changes. But I love everything that I do, and I love my career, and I always felt like I didn't want anything to interfere with that. I've actually been so career-oriented and in fact, when he proposed, I was almost angry. Not almost. I was angry, because it was right in the middle of my training season, and I said, ""I gotta win the Australian Open. I can't fly to Rome."" Because he wanted to take me to Rome, and I said, ""I can't. I gotta win."" But that's how focused I was.GK: This is a girl that says, ""No, I can't go to Rome."" OK.SW: But I was really focused on reaching my goals and I knew at that point there was one player that I wanted to pass. I wanted to pass Steffi Graf's record, and that really meant a lot to me, and when I put my mind to something, I really am determined to reach it no matter what.GK: You know, you said that for you \u2014 I've heard you say that winning is addictive to you.SW: It is.GK: What do you mean?SW: I feel like winning for me is superaddictive. I feel like once you experience it, you always want to get that feeling again, and when I won my first championship, I was only 17 years old, but I never forgot that feeling, and I feel like every time I win one, I want to reach that feeling of your first championship. There's really no feeling in the world like that. And it's like, all these years of training and being a little kid and playing, and then winning is a wonderful experience. So for me I've always felt like I loved that feeling, and obviously I don't like the feeling of losing. I feel like \u2014GK: No, in fact, people close to you say you're a very bad loser.SW: I'm not the best loser.GK: That you're very, very, very bad. Listen, no athlete, no champion likes to lose. I get that. But they say when it comes to losing, you are very, very, very bad at it.(Laughter)SW: I'm number one at losing too, so you know, that's all I can say.(Laughter)(Applause)GK: I'm always curious about the dynamic between you and Venus, because everybody that knows you and has followed the story knows that you two are very close, and you always bring your A game in whatever you do, but I often wonder, when you're playing her, do you bring your A- game because you want to do something for her or do you bring your A++ game because you want to crush her. Is it harder for you playing her or easier?SW: Well, playing Venus is like playing myself, because we grew up playing each other, we grew up practicing together. And it was something that has been difficult, because she's my toughest opponent. She's tall, she's fast, she hits hard like me, she serves like me. It's really like playing a wall.GK: She knows you.SW: She knows where I'm hitting the ball before I hit it, so it's something that is not very easy, but it's really about, when I go out there, I really have to shut down my mind and I have to say to myself, ""You know what? I'm just playing a great player, but today I have to be better. I don't care who it is, if it's my sister or it's my friend, today is the day I have to show up and I have to be better and I have to want it more than anyone else at this moment anywhere on this world.""GK: So never on the court do you fall back for Venus? Because, you know, it was always Venus and Serena.SW: Yes.GK: And now baby sister has surpassed older sister. Do you feel guilt about that? Do you feel joy in that? Is that a difficult position for you?SW: I don't feel anything in there. In my life, it still and forever is always going to be Venus and Serena. She's really love of my life, she's my best friend, she's my soul mate. I mean \u2014 There's pictures of her pushing me, really low-quality pictures or else I would have shared them, of her pushing me in a stroller on a tennis court, and she always took care of me. I used to spend all of my allowance money on the ice cream truck and stuff, and she would take her money and give it to me at school and make sure I had something to eat and she would go without, and that's the kind of person she actually is since I've always known her. So we always have this incredible respect for each other and this incredible love, and I think it's important for people to realize you can be successful but you can still have a wonderful relationship. On the court we are mortal enemies, but the second we shake hands, we are best friends again. And if I lose, it might be a day later for me, but for Venus \u2014(Laughter)GK: There's never a time on the court where you hit the ball and say, ""That's for seventh grade when you did the blah blah blah""? You never have any moment like that?SW: I feel like she should have those moments, because she's never done anything bad to me, but I'm the youngest. I'm the younger sister.GK: Serena, she's never done anything bad to you? Really? I have three sisters. I can think of some stuff I've done bad.SW: Unless she brainwashed me to forget them.GK: No, but the love you have for her I know is very pure. I know that.SW: Yes. GK: I know that.SW: We were always brought up to be superclose, and we are incredibly close. Not only her. I have three other sisters as well, and we were always so close.GK: So before a big match, the two of you don't get together and say, look, we're going to go out there and \u2014 there's nothing?SW: Well, it's funny. Before the Australian Open, we were in the locker room together, and I always pick on her, so I pulled out my camera while she was changing. I started taking pictures of her, which is totally inappropriate, but she was so mad at me. She's like, ""Serena, stop!"" And I was just laughing at her. But that's the kind of relationship that we have, and like I said, the second we step on the court, it was like, we were definitely mortal enemies, but the second we stepped off, and moments before, we're just \u2014 It is what it is, because at the end of the day, she'll always be my sister. I'm not going to play Australia in \u2014 Well, who knows, I've been playing forever, but I don't think I'll be playing in 50 years, say? Let's be safe and say 50 years.GK: I don't know, Serena. There's never been anybody like you. When you think about it, never been anybody who has intersected gender and race the way you have, the dominance that you have and the scrutiny that you have. And when you were growing up, did you say, ""I want to be like that""? Because now little girls are looking at you saying, ""I want to be like that."" Who was the ""I want to be like that"" for you?SW: Well, it's interesting, and I'm glad you brought that up. For me, when I grew up, I always wanted to be the best, and I said, if you want to be the best, you've got to emulate the best. So when I started to go on tour when I was really young, I would see Steffi Graf, I would see Monica Seles, and I would even see Pete Sampras, and I would see what they did, and I noticed that Steffi and Monica didn't really talk to a lot of the other players, and they kind of were on their own, and they were just so focused and I would see Pete Sampras, the technique that he did, and I was like, ""I want to do that."" So I did that, and I felt that to be the best, and if you want to be the best, you have to hang around people and you have to look at people that are the best, because you're not going to be the best if you're looking at someone that's not at the top level.GK: People say nobody works as hard as you.SW: I'm a very hard worker. GK: That's what I heard.SW: People say, ""Oh, she's talented, she's athletic."" Actually, I wasn't. I was really small for my age. I grew up when I got older, and I had to work really hard, and I think one of the reasons why I fight so hard and I work so hard is because I was really, really, really small.GK: Yeah. You are no longer small.SW: No, I'm fully grown now. But I was small when I was really young for whatever reason. I think Venus maybe ate all the Wheaties.GK: You know, the other thing people talk about is your body. Your body brings men and women to their knees. And I mean in a good way. A lot has been made about your body. It's a work of art, it's masculine, it's glorious, there's never been anything like it. Did you have body issues when you were growing up? Have you always been comfortable with your body?SW: It's interesting, because when you're a teenage female growing up in the public eye, it is a lot of scrutiny that you face, and as any female that's a teenager, I definitely was not comfortable in my body. I didn't like it. I didn't understand why I had muscles. And I stopped lifting weights. I was like, I'm not going to do this. But then after I won the US Open, I realized that my body helped me reach goals that I wanted to reach, and I wanted to be happy with it, and I was so appreciative of it. I'm always healthy. I'm really fortunate and superblessed, and I felt like not only am I happy with my body, but I want other people and other young girls that have experienced what I've experienced to be happy with themselves. So whatever people say \u2014 masculine, whatever, too much, too little \u2014 I'm OK with it as long as I love myself.(Applause)GK: I know you learn a lot from winning, but what have you learned from losing?SW: I hate to lose, but I think losing has brought me here today. The only reason I am who I am is because of my losses, and some of them are extremely painful, but I wouldn't take any of them away, because every time I lose, it takes a really long time for me to lose again because I learn so much from it. And I encourage everyone that I talk to \u2014 I'm like, listen, if you lose or if something happens \u2014 not in sports \u2014 in business or in school \u2014 learn from it. Don't live in the past, live in the present, and don't make the same mistakes in the future. That's something that I always try to live by.GK: Now you're planning a wedding and I want to know, is it a destination wedding in the Catskills or Poconos or are you going to do it in Florida? What are you thinking? Big or small?SW: We're thinking medium size. We don't want to do too big, but then we're like, OK, we can't say no to this person, this person. So we're thinking medium size and we're just thinking \u2014 My personality is a lot of fun. Hopefully you can see that today. I'm not too serious.GK: And you like to dance. And the next chapter for Serena Williams is what?SW: Oh, next for me. Obviously I'm going to have a baby and I'm going to stay fit and kind of come back and play tennis and keep working on my fashion line. That'll be really fun.GK: Do you know if it's a boy or girl?SW: I don't. I have a feeling of one or the other. It's a 50-50 chance, but I have a feeling.GK: Gayle is a unisex name. Whatever you and Alexis decide, we are cheering you on!SW: Thank you for that. GK: You're welcome. We are cheering you on, Serena Williams. SW: Thank you so much.Thank you guys.(Applause)" +707524,31,Biologist Robert Full shares slo-mo video of some captivating critters. Take a closer look at the spiny legs that allow cockroaches to scuttle across mesh and the nanobristle-packed feet that let geckos to run straight up walls.,1164,TED2005,1107302400,20,Robert Full,Robert Full: The sticky wonder of gecko feet,1,1196127900,"[{'id': 9, 'name': 'Ingenious', 'count': 310}, {'id': 22, 'name': 'Fascinating', 'count': 513}, {'id': 8, 'name': 'Informative', 'count': 262}, {'id': 10, 'name': 'Inspiring', 'count': 228}, {'id': 1, 'name': 'Beautiful', 'count': 78}, {'id': 7, 'name': 'Funny', 'count': 51}, {'id': 2, 'name': 'Confusing', 'count': 4}, {'id': 11, 'name': 'Longwinded', 'count': 13}, {'id': 21, 'name': 'Unconvincing', 'count': 7}, {'id': 3, 'name': 'Courageous', 'count': 9}, {'id': 23, 'name': 'Jaw-dropping', 'count': 116}, {'id': 24, 'name': 'Persuasive', 'count': 26}, {'id': 25, 'name': 'OK', 'count': 21}, {'id': 26, 'name': 'Obnoxious', 'count': 14}]","[{'id': 280, 'hero': 'https://pe.tedcdn.com/images/ted/8797510dd2c00e81d277493d9ca173f6ea5de0ec_2880x1620.jpg', 'speaker': 'Robert Full', 'title': 'Robots inspired by cockroach ingenuity', 'duration': 1222, 'slug': 'robert_full_on_engineering_and_evolution', 'viewed_count': 799794}, {'id': 165, 'hero': 'https://pe.tedcdn.com/images/ted/17631_480x360.jpg', 'speaker': 'Hod Lipson', 'title': 'Building ""self-aware"" robots', 'duration': 378, 'slug': 'hod_lipson_builds_self_aware_robots', 'viewed_count': 1212346}, {'id': 18, 'hero': 'https://pe.tedcdn.com/images/ted/12_480x360.jpg', 'speaker': 'Janine Benyus', 'title': ""Biomimicry's surprising lessons from nature's engineers"", 'duration': 1399, 'slug': 'janine_benyus_shares_nature_s_designs', 'viewed_count': 1920435}, {'id': 2014, 'hero': 'https://pe.tedcdn.com/images/ted/8df605781cd759843bda0eefecac80982346436a_2400x1800.jpg', 'speaker': 'Robert Full', 'title': ""The secrets of nature's grossest creatures, channeled into robots"", 'duration': 307, 'slug': 'robert_full_the_secrets_of_nature_s_grossest_creatures_channeled_into_robots', 'viewed_count': 1229616}, {'id': 571, 'hero': 'https://pe.tedcdn.com/images/ted/95709_800x600.jpg', 'speaker': 'Robert Full', 'title': ""Learning from the gecko's tail"", 'duration': 714, 'slug': 'robert_full_learning_from_the_gecko_s_tail', 'viewed_count': 665958}, {'id': 2170, 'hero': 'https://pe.tedcdn.com/images/ted/9d04978903c66e24b46aa67af8a9ecd448332a48_2880x1620.jpg', 'speaker': 'Sarah Bergbreiter', 'title': 'Why I make robots the size of a grain of rice', 'duration': 366, 'slug': 'sarah_bergbreiter_why_i_make_robots_the_size_of_a_grain_of_rice', 'viewed_count': 1465690}]",Biologist,"['design', 'evolution', 'robots', 'science', 'technology']",The sticky wonder of gecko feet,"https://www.ted.com/talks/robert_full_on_animal_movement +","I want you to imagine that you're a student in my lab. What I want you to do is to create a biologically inspired design. And so here's the challenge: I want you to help me create a fully 3D, dynamic, parameterized contact model. The translation of that is, could you help me build a foot? And it is a true challenge, and I do want you to help me. Of course, in the challenge there is a prize. It's not quite the TED Prize, but it is an exclusive t-shirt from our lab. So please send me your ideas about how to design a foot.Now if we want to design a foot, what do we have to do? We have to first know what a foot is. If we go to the dictionary, it says, ""It's the lower extremity of a leg that is in direct contact with the ground in standing or walking"" That's the traditional definition. But if you wanted to really do research, what do you have to do? You have to go to the literature and look up what's known about feet. So you go to the literature. (Laughter)Maybe you're familiar with this literature. The problem is, there are many, many feet. How do you do this? You need to survey all feet and extract the principles of how they work. And I want you to help me do that in this next clip. As you see this clip, look for principles, and also think about experiments that you might design in order to understand how a foot works.See any common themes? Principles? What would you do? What experiments would you run? Wow. (Applause) Our research on the biomechanics of animal locomotion has allowed us to make a blueprint for a foot. It's a design inspired by nature, but it's not a copy of any specific foot you just looked at, but it's a synthesis of the secrets of many, many feet.Now it turns out that animals can go anywhere. They can locomote on substrates that vary as you saw \u2014 in the probability of contact, the movement of that surface and the type of footholds that are present. If you want to study how a foot works, we're going to have to simulate those surfaces, or simulate that debris. When we did that, here's a new experiment that we did: we put an animal and had it run \u2014 this grass spider \u2014 on a surface with 99 percent of the contact area removed. But it didn't even slow down the animal. It's still running at the human equivalent of 300 miles per hour.Now how could it do that? Well, look more carefully. When we slow it down 50 times we see how the leg is hitting that simulated debris. The leg is acting as a foot. And in fact, the animal contacts other parts of its leg more frequently than the traditionally defined foot. The foot is distributed along the whole leg. You can do another experiment where you can take a cockroach with a foot, and you can remove its foot. I'm passing some cockroaches around. Take a look at their feet. Without a foot, here's what it does. It doesn't even slow down. It can run the same speed without even that segment. No problem for the cockroach \u2014 they can grow them back, if you care. How do they do it? Look carefully: this is slowed down 100 times, and watch what it's doing with the rest of its leg. It's acting, again, as a distributed foot \u2014 very effective.Now, the question we had is, how general is a distributed foot? And the next behavior I'll show you of this animal just stunned us the first time that we saw it. Journalists, this is off the record; it's embargoed. Take a look at what that is! That's a bipedal octopus that's disguised as a rolling coconut. It was discovered by Christina Huffard and filmed by Sea Studios, right here from Monterey.We've also described another species of bipedal octopus. This one disguises itself as floating algae. It walks on two legs and it holds the other arms up in the air so that it can't be seen. (Applause) And look what it does with its foot to get over challenging terrain. It uses that beautiful distributed foot to make it as if those obstacles are not even there \u2014 truly extraordinary.In 1951, Escher made this drawing. He thought he created an animal fantasy. But we know that art imitates life, and it turns out nature, three million years ago, evolved the next animal. It's a shrimp-like animal called the stomatopod, and here's how it moves on the beaches of Panama: it actually rolls, and it can even roll uphill. It's the ultimate distributed foot: its whole body in this case is acting like its foot.So, if we want to then, to our blueprint, add the first important feature, we want to add distributed foot contact. Not just with the traditional foot, but also the leg, and even of the body. Can this help us inspire the design of novel robots? We biologically inspired this robot, named RHex, built by these extraordinary engineers over the last few years. RHex's foot started off to be quite simple, then it got tuned over time, and ultimately resulted in this half circle. Why is that? The video will show you. Watch where the robot, now, contacts its leg in order to deal with this very difficult terrain. What you'll see, in fact, is that it's using that half circle leg as a distributed foot. Watch it go over this. You can see it here well on this debris. Extraordinary. No sensing, all the control is built right into the tuned legs. Really simple, but beautiful.Now, you might have noticed something else about the animals when they were running over the rough terrain. And my assistant's going to help me here. When you touched the cockroach leg \u2014 can you get the microphone for him? When you touched the cockroach leg, what did it feel like? Did you notice something?Boy: Spiny.Robert Full: It's spiny, right? It's really spiny, isn't it? It sort of hurts. Maybe we could give it to our curator and see if he'd be brave enough to touch the cockroach. (Laughter)Chris Anderson: Did you touch it?RF: So if you look carefully at this, what you see is that they have spines and until a few weeks ago, no one knew what they did. They assumed that they were for protection and for sensory structures. We found that they're for something else \u2014 here's a segment of that spine. They're tuned such that they easily collapse in one direction to pull the leg out from debris, but they're stiff in the other direction so they capture disparities in the surface.Now crabs don't miss footholds, because they normally move on sand \u2014 until they come to our lab. And where they have a problem with this kind of mesh, because they don't have spines. The crabs are missing spines, so they have a problem in this kind of rough terrain. But of course, we can deal with that because we can produce artificial spines. We can make spines that catch on simulated debris and collapse on removal to easily pull them out. We did that by putting these artificial spines on crabs, as you see here, and then we tested them. Do we really understand that principle of tuning? The answer is, yes! This is slowed down 20-fold, and the crab just zooms across that simulated debris. (Laughter) (Applause) A little better than nature.So to our blueprint, we need to add tuned spines. Now will this help us think about the design of more effective climbing robots? Well, here's RHex: RHex has trouble on rails \u2014 on smooth rails, as you see here. So why not add a spine? My colleagues did this at U. Penn. Dan Koditschek put some steel nails \u2014 very simple version \u2014 on the robot, and here's RHex, now, going over those steel \u2014 those rails. No problem! How does it do it? Let's slow it down and you can see the spines in action. Watch the leg come around, and you'll see it grab on right there. It couldn't do that before; it would just slip and get stuck and tip over. And watch again, right there \u2014 successful.Now just because we have a distributed foot and spines doesn't mean you can climb vertical surfaces. This is really, really difficult. But look at this animal do it! One of the ones I'm passing around is climbing up this vertical surface that's a smooth metal plate. It's extraordinary how fast it can do it \u2014 but if you slow it down, you see something that's quite extraordinary. It's a secret. The animal effectively climbs by slipping and look \u2014 and doing, actually, terribly, with respect to grabbing on the surface. It looks, in fact, like it's swimming up the surface. We can actually model that behavior better as a fluid, if you look at it. The distributed foot, actually, is working more like a paddle.The same is true when we looked at this lizard running on fluidized sand. Watch its feet. It's actually functioning as a paddle even though it's interacting with a surface that we normally think of as a solid. This is not different from what my former undergraduate discovered when she figured out how lizards can run on water itself. Can you use this to make a better robot? Martin Buehler did \u2014 who's now at Boston Dynamics \u2014 he took this idea and made RHex to be Aqua RHex. So here's RHex with paddles, now converted into an incredibly maneuverable swimming robot.For rough surfaces, though, animals add claws. And you probably feel them if you grabbed it. Did you touch it?CA: I did.RF: And they do really well at grabbing onto surfaces with these claws. Mark Cutkosky at Stanford University, one of my collaborators, is an extraordinary engineer who developed this technique called Shape Deposition Manufacturing, where he can imbed claws right into an artificial foot. And here's the simple version of a foot for a new robot that I'll show you in a bit. So to our blueprint, let's attach claws. Now if we look at animals, though, to be really maneuverable in all surfaces, the animals use hybrid mechanisms that include claws, and spines, and hairs, and pads, and glue, and capillary adhesion and a whole bunch of other things. These are all from different insects. There's an ant crawling up a vertical surface. Let's look at that ant.This is the foot of an ant. You see the hairs and the claws and this thing here. This is when its foot's in the air. Watch what happens when the foot goes onto your sandwich. You see what happens? That pad comes out. And that's where the glue is. Here from underneath is an ant foot, and when the claws don't dig in, that pad automatically comes out without the ant doing anything. It just extrudes. And this was a hard shot to get \u2014 I think this is the shot of the ant foot on the superstrings. So it's pretty tough to do. This is what it looks like close up \u2014 here's the ant foot, and there's the glue.And we discovered this glue may be an interesting two-phase mixture. It certainly helps it to hold on. So to our blueprint, we stick on some sticky pads. Now you might think for smooth surfaces we get inspiration here. Now we have something better here. The gecko's a really great example of nanotechnology in nature. These are its feet. They're \u2014 almost look alien. And the secret, which they stick on with, involves their hairy toes. They can run up a surface at a meter per second, take 30 steps in that one second \u2014 you can hardly see them. If we slow it down, they attach their feet at eight milliseconds, and detach them in 16 milliseconds. And when you watch how they detach it, it is bizarre. They peel away from the surface like you'd peel away a piece of tape. Very strange. How do they stick?If you look at their feet, they have leaf-like structures called linalae with millions of hairs. And each hair has the worst case of split ends possible. It has a hundred to a thousand split ends, and that's the secret, because it allows intimate contact. The gecko has a billion of these 200-nanometer-sized split ends. And they don't stick by glue, or they don't work like Velcro, or they don't work with suction. We discovered they work by intermolecular forces alone. So to our blueprint, we split some hairs. This has inspired the design of the first self-cleaning dry adhesive \u2014 the patent issued, we're happy to say. And here's the simplest version in nature, and here's my collaborator Ron Fearing's attempt at an artificial version of this dry adhesive made from polyurethane. And here's the first attempt to have it work on some load.There's enormous interest in this in a variety of different fields. You could think of a thousand possible uses, I'm sure. Lots of people have, and we're excited about realizing this as a product. We have imagined products; for example, this one: we imagined a bio-inspired Band-Aid, where we took the glue off the Band-Aid. We took some hairs from a molting gecko; put three rolls of them on here, and then made this Band-Aid.This is an undergraduate volunteer \u2014 we have 30,000 undergraduates so we can choose among them \u2014 that's actually just a red pen mark. But it makes an incredible Band-Aid. It's aerated, it can be peeled off easily, it doesn't cause any irritation, it works underwater. I think this is an extraordinary example of how curiosity-based research \u2014 we just wondered how they climbed up something \u2014 can lead to things that you could never imagine. It's just an example of why we need to support curiosity-based research. Here you are, pulling off the Band-Aid.So we've redefined, now, what a foot is. The question is, can we use these secrets, then, to inspire the design of a better foot, better than one that we see in nature? Here's the new project: we're trying to create the first climbing search-and-rescue robot \u2014 no suction or magnets \u2014 that can only move on limited kinds of surfaces. I call the new robot RiSE, for ""Robot in Scansorial Environment"" \u2014 that's a climbing environment \u2014 and we have an extraordinary team of biologists and engineers creating this robot. And here is RiSE. It's six-legged and has a tail. Here it is on a fence and a tree. And here are RiSE's first steps on an incline. You have the audio? You can hear it go up. And here it is coming up at you, in its first steps up a wall. Now it's only using its simplest feet here, so this is very new. But we think we got the dynamics right of the robot.Mark Cutkosky, though, is taking it a step further. He's the one able to build this shape-deposition manufactured feet and toes. The next step is to make compliant toes, and try to add spines and claws and set it for dry adhesives. So the idea is to first get the toes and a foot right, attempt to make that climb, and ultimately put it on the robot. And that's exactly what he's done. He's built, in fact, a climbing foot-bot inspired by nature.And here's Cutkosky's and his amazing students' design. So these are tuned toes \u2014 there are six of them, and they use the principles that I just talked about collectively for the blueprint. So this is not using any suction, any glue, and it will ultimately, when it's attached to the robot \u2014 it's as biologically inspired as the animal \u2014 hopefully be able to climb any kind of a surface. Here you see it, next, going up the side of a building at Stanford. It's sped up \u2014 again, it's a foot climbing. It's not the whole robot yet, we're working on it \u2014 now you can see how it's attaching. These tuned structures allow the spines, friction pads and ultimately the adhesive hairs to grab onto very challenging, difficult surfaces. And so they were able to get this thing \u2014 this is now sped up 20 times \u2014 can you imagine it trying to go up and rescue somebody at that upper floor? OK? You can visualize this now; it's not impossible. It's a very challenging task. But more to come later.To finish: we've gotten design secrets from nature by looking at how feet are built. We've learned we should distribute control to smart parts. Don't put it all in the brain, but put some of the control in tuned feet, legs and even body. That nature uses hybrid solutions, not a single solution, to these problems, and they're integrated and beautifully robust. And third, we believe strongly that we do not want to mimic nature but instead be inspired by biology, and use these novel principles with the best engineering solutions that are out there to make \u2014 potentially \u2014 something better than nature.So there's a clear message: whether you care about a fundamental, basic research of really interesting, bizarre, wonderful animals, or you want to build a search-and-rescue robot that can help you in an earthquake, or to save someone in a fire, or you care about medicine, we must preserve nature's designs. Otherwise these secrets will be lost forever. Thank you." +1363726,445,"Onstage at TED2012, Peter Diamandis makes a case for optimism -- that we'll invent, innovate and create ways to solve the challenges that loom over us. ""I\u2019m not saying we don\u2019t have our set of problems; we surely do. But ultimately, we knock them down.\u201d",974,TED2012,1330387200,30,Peter Diamandis,Peter Diamandis: Abundance is our future,1,1330536600,"[{'id': 24, 'name': 'Persuasive', 'count': 472}, {'id': 10, 'name': 'Inspiring', 'count': 1126}, {'id': 23, 'name': 'Jaw-dropping', 'count': 199}, {'id': 8, 'name': 'Informative', 'count': 397}, {'id': 22, 'name': 'Fascinating', 'count': 409}, {'id': 9, 'name': 'Ingenious', 'count': 107}, {'id': 3, 'name': 'Courageous', 'count': 113}, {'id': 1, 'name': 'Beautiful', 'count': 55}, {'id': 21, 'name': 'Unconvincing', 'count': 129}, {'id': 26, 'name': 'Obnoxious', 'count': 29}, {'id': 2, 'name': 'Confusing', 'count': 13}, {'id': 25, 'name': 'OK', 'count': 51}, {'id': 7, 'name': 'Funny', 'count': 4}, {'id': 11, 'name': 'Longwinded', 'count': 15}]","[{'id': 141, 'hero': 'https://pe.tedcdn.com/images/ted/cb75ec0e37f0a14dc0da2929ff640b0c5c4099ec_2880x1620.jpg', 'speaker': 'Bill Stone', 'title': ""I'm going to the moon. Who's with me?"", 'duration': 1063, 'slug': 'bill_stone_explores_the_earth_and_space', 'viewed_count': 1801166}, {'id': 1374, 'hero': 'https://pe.tedcdn.com/images/ted/ad96593a0c834ba9394c16c7d0e1892c4f50a7c9_800x600.jpg', 'speaker': 'Paul Gilding', 'title': 'The Earth is full', 'duration': 1006, 'slug': 'paul_gilding_the_earth_is_full', 'viewed_count': 1174189}, {'id': 335, 'hero': 'https://pe.tedcdn.com/images/ted/50987_480x360.jpg', 'speaker': 'Peter Diamandis', 'title': 'Our next giant leap', 'duration': 931, 'slug': 'peter_diamandis_on_our_next_giant_leap', 'viewed_count': 504511}, {'id': 38, 'hero': 'https://pe.tedcdn.com/images/ted/e87f6855a745a988c2dee9ceba6bfbd4f854a3a6_1600x1200.jpg', 'speaker': 'Ray Kurzweil', 'title': 'The accelerating power of technology', 'duration': 1376, 'slug': 'ray_kurzweil_on_how_technology_will_transform_us', 'viewed_count': 2434413}, {'id': 560, 'hero': 'https://pe.tedcdn.com/images/ted/93148_800x600.jpg', 'speaker': 'Ray Kurzweil', 'title': 'A university for the coming singularity', 'duration': 527, 'slug': 'ray_kurzweil_announces_singularity_university', 'viewed_count': 908941}, {'id': 72, 'hero': 'https://pe.tedcdn.com/images/ted/399_480x360.jpg', 'speaker': 'Chris Anderson', 'title': ""Technology's long tail"", 'duration': 858, 'slug': 'chris_anderson_of_wired_on_tech_s_long_tail', 'viewed_count': 904552}]",Space activist,"['cities', 'invention', 'sustainability', 'technology']",Abundance is our future,"https://www.ted.com/talks/peter_diamandis_abundance_is_our_future +","(Applause)(Video) Announcer: Threats, in the wake of Bin Laden's death, have spiked. Announcer Two: Famine in Somalia. Announcer Three: Police pepper spray. Announcer Four: Vicious cartels. Announcer Five: Caustic cruise lines. Announcer Six: Societal decay. Announcer Seven: 65 dead. Announcer Eight: Tsunami warning. Announcer Nine: Cyberattacks. Multiple Announcers: Drug war. Mass destruction. Tornado. Recession. Default. Doomsday. Egypt. Syria. Crisis. Death. Disaster. Oh, my God.Peter Diamandis: So those are just a few of the clips I collected over the last six months \u2014 could have easily been the last six days or the last six years. The point is that the news media preferentially feeds us negative stories because that's what our minds pay attention to. And there's a very good reason for that. Every second of every day, our senses bring in way too much data than we can possibly process in our brains.And because nothing is more important to us than survival, the first stop of all of that data is an ancient sliver of the temporal lobe called the amygdala. Now the amygdala is our early warning detector, our danger detector. It sorts and scours through all of the information looking for anything in the environment that might harm us. So given a dozen news stories, we will preferentially look at the negative news. And that old newspaper saying, ""If it bleeds it leads,"" is very true. So given all of our digital devices that are bringing all the negative news to us seven days a week, 24 hours a day, it's no wonder that we're pessimistic. It's no wonder that people think that the world is getting worse.But perhaps that's not the case. Perhaps instead, it's the distortions brought to us of what's really going on. Perhaps the tremendous progress we've made over the last century by a series of forces are, in fact, accelerating to a point that we have the potential in the next three decades to create a world of abundance. Now I'm not saying we don't have our set of problems \u2014 climate crisis, species extinction, water and energy shortage \u2014 we surely do. And as humans, we are far better at seeing the problems way in advance, but ultimately we knock them down.So let's look at what this last century has been to see where we're going. Over the last hundred years, the average human lifespan has more than doubled, average per capita income adjusted for inflation around the world has tripled. Childhood mortality has come down a factor of 10. Add to that the cost of food, electricity, transportation, communication have dropped 10 to 1,000-fold. Steve Pinker has showed us that, in fact, we're living during the most peaceful time ever in human history. And Charles Kenny that global literacy has gone from 25 percent to over 80 percent in the last 130 years. We truly are living in an extraordinary time. And many people forget this.And we keep setting our expectations higher and higher. In fact, we redefine what poverty means. Think of this, in America today, the majority of people under the poverty line still have electricity, water, toilets, refrigerators, television, mobile phones, air conditioning and cars. The wealthiest robber barons of the last century, the emperors on this planet, could have never dreamed of such luxuries.Underpinning much of this is technology, and of late, exponentially growing technologies. My good friend Ray Kurzweil showed that any tool that becomes an information technology jumps on this curve, on Moore's Law, and experiences price performance doubling every 12 to 24 months. That's why the cellphone in your pocket is literally a million times cheaper and a thousand times faster than a supercomputer of the '70s. Now look at this curve. This is Moore's Law over the last hundred years. I want you to notice two things from this curve. Number one, how smooth it is \u2014 through good time and bad time, war time and peace time, recession, depression and boom time. This is the result of faster computers being used to build faster computers. It doesn't slow for any of our grand challenges. And also, even though it's plotted on a log curve on the left, it's curving upwards. The rate at which the technology is getting faster is itself getting faster.And on this curve, riding on Moore's Law, are a set of extraordinarily powerful technologies available to all of us. Cloud computing, what my friends at Autodesk call infinite computing; sensors and networks; robotics; 3D printing, which is the ability to democratize and distribute personalized production around the planet; synthetic biology; fuels, vaccines and foods; digital medicine; nanomaterials; and A.I. I mean, how many of you saw the winning of Jeopardy by IBM's Watson? I mean, that was epic. In fact, I scoured the headlines looking for the best headline in a newspaper I could. And I love this: ""Watson Vanquishes Human Opponents."" Jeopardy's not an easy game. It's about the nuance of human language. And imagine if you would A.I.'s like this on the cloud available to every person with a cellphone.Four years ago here at TED, Ray Kurzweil and I started a new university called Singularity University. And we teach our students all of these technologies, and particularly how they can be used to solve humanity's grand challenges. And every year we ask them to start a company or a product or a service that can affect positively the lives of a billion people within a decade. Think about that, the fact that, literally, a group of students can touch the lives of a billion people today. 30 years ago that would have sounded ludicrous. Today we can point at dozens of companies that have done just that.When I think about creating abundance, it's not about creating a life of luxury for everybody on this planet; it's about creating a life of possibility. It is about taking that which was scarce and making it abundant. You see, scarcity is contextual, and technology is a resource-liberating force. Let me give you an example.So this is a story of Napoleon III in the mid-1800s. He's the dude on the left. He invited over to dinner the king of Siam. All of Napoleon's troops were fed with silver utensils, Napoleon himself with gold utensils. But the King of Siam, he was fed with aluminum utensils. You see, aluminum was the most valuable metal on the planet, worth more than gold and platinum. It's the reason that the tip of the Washington Monument is made of aluminum. You see, even though aluminum is 8.3 percent of the Earth by mass, it doesn't come as a pure metal. It's all bound by oxygen and silicates. But then the technology of electrolysis came along and literally made aluminum so cheap that we use it with throw-away mentality.So let's project this analogy going forward. We think about energy scarcity. Ladies and gentlemen, we are on a planet that is bathed with 5,000 times more energy than we use in a year. 16 terawatts of energy hits the Earth's surface every 88 minutes. It's not about being scarce, it's about accessibility. And there's good news here. For the first time, this year the cost of solar-generated electricity is 50 percent that of diesel-generated electricity in India \u2014 8.8 rupees versus 17 rupees. The cost of solar dropped 50 percent last year. Last month, MIT put out a study showing that by the end of this decade, in the sunny parts of the United States, solar electricity will be six cents a kilowatt hour compared to 15 cents as a national average.And if we have abundant energy, we also have abundant water. Now we talk about water wars. Do you remember when Carl Sagan turned the Voyager spacecraft back towards the Earth, in 1990 after it just passed Saturn? He took a famous photo. What was it called? ""A Pale Blue Dot."" Because we live on a water planet. We live on a planet 70 percent covered by water. Yes, 97.5 percent is saltwater, two percent is ice, and we fight over a half a percent of the water on this planet, but here too there is hope. And there is technology coming online, not 10, 20 years from now, right now. There's nanotechnology coming on, nanomaterials.And the conversation I had with Dean Kamen this morning, one of the great DIY innovators, I'd like to share with you \u2014 he gave me permission to do so \u2014 his technology called Slingshot that many of you may have heard of, it is the size of a small dorm room refrigerator. It's able to generate a thousand liters of clean drinking water a day out of any source \u2014 saltwater, polluted water, latrine \u2014 at less than two cents a liter. The chairman of Coca-Cola has just agreed to do a major test of hundreds of units of this in the developing world. And if that pans out, which I have every confidence it will, Coca-Cola will deploy this globally to 206 countries around the planet. This is the kind of innovation, empowered by this technology, that exists today.And we've seen this in cellphones. My goodness, we're going to hit 70 percent penetration of cellphones in the developing world by the end of 2013. Think about it, that a Masai warrior on a cellphone in the middle of Kenya has better mobile comm than President Reagan did 25 years ago. And if they're on a smartphone on Google, they've got access to more knowledge and information than President Clinton did 15 years ago. They're living in a world of information and communication abundance that no one could have ever predicted. Better than that, the things that you and I spent tens and hundreds of thousands of dollars for \u2014 GPS, HD video and still images, libraries of books and music, medical diagnostic technology \u2014 are now literally dematerializing and demonetizing into your cellphone.Probably the best part of it is what's coming down the pike in health. Last month, I had the pleasure of announcing with Qualcomm Foundation something called the $10 million Qualcomm Tricorder X Prize. We're challenging teams around the world to basically combine these technologies into a mobile device that you can speak to, because it's got A.I., you can cough on it, you can do a finger blood prick. And to win, it needs to be able to diagnose you better than a team of board-certified doctors. So literally, imagine this device in the middle of the developing world where there are no doctors, 25 percent of the disease burden and 1.3 percent of the health care workers. When this device sequences an RNA or DNA virus that it doesn't recognize, it calls the CDC and prevents the pandemic from happening in the first place.But here, here is the biggest force for bringing about a world of abundance. I call it the rising billion. So the white lines here are population. We just passed the seven billion mark on Earth. And by the way, the biggest protection against a population explosion is making the world educated and healthy. In 2010, we had just short of two billion people online, connected. By 2020, that's going from two billion to five billion Internet users. Three billion new minds who have never been heard from before are connecting to the global conversation. What will these people want? What will they consume? What will they desire? And rather than having economic shutdown, we're about to have the biggest economic injection ever. These people represent tens of trillions of dollars injected into the global economy. And they will get healthier by using the Tricorder, and they'll become better educated by using the Khan Academy, and by literally being able to use 3D printing and infinite computing [become] more productive than ever before.So what could three billion rising, healthy, educated, productive members of humanity bring to us? How about a set of voices that have never been heard from before. What about giving the oppressed, wherever they might be, the voice to be heard and the voice to act for the first time ever? What will these three billion people bring? What about contributions we can't even predict? The one thing I've learned at the X Prize is that small teams driven by their passion with a clear focus can do extraordinary things, things that large corporations and governments could only do in the past.Let me share and close with a story that really got me excited. There is a program that some of you might have heard of. It's a game called Foldit. It came out of the University of Washington in Seattle. And this is a game where individuals can actually take a sequence of amino acids and figure out how the protein is going to fold. And how it folds dictates its structure and its functionality. And it's very important for research in medicine. And up until now, it's been a supercomputer problem.And this game has been played by university professors and so forth. And it's literally, hundreds of thousands of people came online and started playing it. And it showed that, in fact, today, the human pattern recognition machinery is better at folding proteins than the best computers. And when these individuals went and looked at who was the best protein folder in the world, it wasn't an MIT professor, it wasn't a CalTech student, it was a person from England, from Manchester, a woman who, during the day, was an executive assistant at a rehab clinic and, at night, was the world's best protein folder.Ladies and gentlemen, what gives me tremendous confidence in the future is the fact that we are now more empowered as individuals to take on the grand challenges of this planet. We have the tools with this exponential technology. We have the passion of the DIY innovator. We have the capital of the techno-philanthropist. And we have three billion new minds coming online to work with us to solve the grand challenges, to do that which we must do. We are living into extraordinary decades ahead.Thank you.(Applause)" +273396,99,"Swami Dayananda Saraswati unravels the parallel paths of personal development and attaining true compassion. He walks us through each step of self-realization, from helpless infancy to the fearless act of caring for others.",1014,Chautauqua Institution,1254355200,38,Dayananda Saraswati,Dayananda Saraswati: The profound journey of compassion,1,1225428060,"[{'id': 10, 'name': 'Inspiring', 'count': 369}, {'id': 24, 'name': 'Persuasive', 'count': 105}, {'id': 22, 'name': 'Fascinating', 'count': 85}, {'id': 21, 'name': 'Unconvincing', 'count': 9}, {'id': 7, 'name': 'Funny', 'count': 20}, {'id': 11, 'name': 'Longwinded', 'count': 23}, {'id': 25, 'name': 'OK', 'count': 21}, {'id': 2, 'name': 'Confusing', 'count': 7}, {'id': 8, 'name': 'Informative', 'count': 68}, {'id': 1, 'name': 'Beautiful', 'count': 169}, {'id': 26, 'name': 'Obnoxious', 'count': 4}, {'id': 23, 'name': 'Jaw-dropping', 'count': 30}, {'id': 9, 'name': 'Ingenious', 'count': 38}, {'id': 3, 'name': 'Courageous', 'count': 32}]","[{'id': 675, 'hero': 'https://pe.tedcdn.com/images/ted/d72234866a958bd8b968d80209547cf7f520064e_2880x1620.jpg', 'speaker': 'James Forbes', 'title': 'Compassion at the dinner table', 'duration': 1118, 'slug': 'james_forbes', 'viewed_count': 204410}, {'id': 679, 'hero': 'https://pe.tedcdn.com/images/ted/092a1bd093f33aeab8a429ba01e469b3f4377be9_2880x1620.jpg', 'speaker': 'Robert Wright', 'title': 'The evolution of compassion', 'duration': 1016, 'slug': 'robert_wright_the_evolution_of_compassion', 'viewed_count': 236002}, {'id': 1074, 'hero': 'https://pe.tedcdn.com/images/ted/9a2ed2c2466e14e45a48f6af1007e8f58b113383_2880x1620.jpg', 'speaker': 'Krista Tippett', 'title': 'Reconnecting with compassion', 'duration': 953, 'slug': 'krista_tippett_reconnecting_with_compassion', 'viewed_count': 694174}, {'id': 1216, 'hero': 'https://pe.tedcdn.com/images/ted/302a7986db1ae0d38772e7585be7dfb74c8d9383_2880x1620.jpg', 'speaker': 'Joan Halifax', 'title': 'Compassion and the true meaning of empathy', 'duration': 841, 'slug': 'joan_halifax', 'viewed_count': 1451625}, {'id': 1113, 'hero': 'https://pe.tedcdn.com/images/ted/42d93cfae67c1944c2dc8e817899b8b44c26309e_800x600.jpg', 'speaker': 'Chade-Meng Tan', 'title': 'Everyday compassion at Google', 'duration': 848, 'slug': 'chade_meng_tan_everyday_compassion_at_google', 'viewed_count': 893333}, {'id': 677, 'hero': 'https://pe.tedcdn.com/images/ted/dce9245e6ebb4630c68941fdfef7e9221534ac83_2880x1620.jpg', 'speaker': 'Robert Thurman', 'title': 'Expanding your circle of compassion', 'duration': 1087, 'slug': 'robert_thurman_on_compassion', 'viewed_count': 304800}]",Vedantic teacher,"['charter for compassion', 'compassion', 'global issues', 'religion', 'self']",The profound journey of compassion,"https://www.ted.com/talks/swami_dayananda_saraswati +","A human child is born, and for quite a long time is a consumer. It cannot be consciously a contributor. It is helpless. It doesn't know how to survive, even though it is endowed with an instinct to survive. It needs the help of mother, or a foster mother, to survive. It can't afford to doubt the person who tends the child. It has to totally surrender, as one surrenders to an anesthesiologist.It has to totally surrender. That implies a lot of trust. That implies the trusted person won't violate the trust. As the child grows, it begins to discover that the person trusted is violating the trust. It doesn't know even the word ""violation."" Therefore, it has to blame itself, a wordless blame, which is more difficult to really resolve \u2014 the wordless self-blame.As the child grows to become an adult: so far, it has been a consumer, but the growth of a human being lies in his or her capacity to contribute, to be a contributor. One cannot contribute unless one feels secure, one feels big, one feels: I have enough.To be compassionate is not a joke. It's not that simple. One has to discover a certain bigness in oneself. That bigness should be centered on oneself, not in terms of money, not in terms of power you wield, not in terms of any status that you can command in the society, but it should be centered on oneself. The self: you are self-aware. On that self, it should be centered \u2014 a bigness, a wholeness. Otherwise, compassion is just a word and a dream.You can be compassionate occasionally, more moved by empathy than by compassion. Thank God we are empathetic. When somebody's in pain, we pick up the pain.In a Wimbledon final match, these two guys fight it out. Each one has got two games. It can be anybody's game. What they have sweated so far has no meaning. One person wins. The tennis etiquette is, both the players have to come to the net and shake hands. The winner boxes the air and kisses the ground, throws his shirt as though somebody is waiting for it. (Laughter) And this guy has to come to the net. When he comes to the net, you see, his whole face changes. It looks as though he's wishing that he didn't win. Why? Empathy.That's human heart. No human heart is denied of that empathy. No religion can demolish that by indoctrination. No culture, no nation and nationalism \u2014 nothing can touch it because it is empathy. And that capacity to empathize is the window through which you reach out to people, you do something that makes a difference in somebody's life \u2014 even words, even time.Compassion is not defined in one form. There's no Indian compassion. There's no American compassion. It transcends nation, the gender, the age. Why? Because it is there in everybody. It's experienced by people occasionally.Then this occasional compassion, we are not talking about \u2014 it will never remain occasional. By mandate, you cannot make a person compassionate. You can't say, ""Please love me."" Love is something you discover. It's not an action, but in the English language, it is also an action. I will come to it later.So one has got to discover a certain wholeness. I am going to cite the possibility of being whole, which is within our experience, everybody's experience. In spite of a very tragic life, one is happy in moments which are very few and far between. And the one who is happy, even for a slapstick joke, accepts himself and also the scheme of things in which one finds oneself.That means the whole universe, known things and unknown things. All of them are totally accepted because you discover your wholeness in yourself. The subject \u2014 ""me"" \u2014 and the object \u2014 the scheme of things \u2014 fuse into oneness, an experience nobody can say, ""I am denied of,"" an experience common to all and sundry.That experience confirms that, in spite of all your limitations \u2014 all your wants, desires, unfulfilled, and the credit cards and layoffs and, finally, baldness \u2014 you can be happy. But the extension of the logic is that you don't need to fulfill your desire to be happy. You are the very happiness, the wholeness that you want to be.There's no choice in this: that only confirms the reality that the wholeness cannot be different from you, cannot be minus you. It has got to be you. You cannot be a part of wholeness and still be whole. Your moment of happiness reveals that reality, that realization, that recognition: ""Maybe I am the whole. Maybe the swami is right.Maybe the swami is right."" You start your new life. Then everything becomes meaningful. I have no more reason to blame myself. If one has to blame oneself, one has a million reasons plus many. But if I say, in spite of my body being limited \u2014 if it is black it is not white, if it is white it is not black: body is limited any which way you look at it. Limited.Your knowledge is limited, health is limited, and power is therefore limited, and the cheerfulness is going to be limited. Compassion is going to be limited. Everything is going to be limitless. You cannot command compassion unless you become limitless, and nobody can become limitless, either you are or you are not. Period. And there is no way of your being not limitless too.Your own experience reveals, in spite of all limitations, you are the whole. And the wholeness is the reality of you when you relate to the world. It is love first. When you relate to the world, the dynamic manifestation of the wholeness is, what we say, love. And itself becomes compassion if the object that you relate to evokes that emotion. Then that again transforms into giving, into sharing. You express yourself because you have compassion.To discover compassion, you need to be compassionate. To discover the capacity to give and share, you need to be giving and sharing. There is no shortcut: it is like swimming by swimming. You learn swimming by swimming. You cannot learn swimming on a foam mattress and enter into water. (Laughter) You learn swimming by swimming. You learn cycling by cycling. You learn cooking by cooking, having some sympathetic people around you to eat what you cook. (Laughter)And, therefore, what I say, you have to fake it and make it. (Laughter) You need to. My predecessor meant that. You have to act it out. You have to act compassionately.There is no verb for compassion, but you have an adverb for compassion. That's interesting to me. You act compassionately. But then, how to act compassionately if you don't have compassion? That is where you fake. You fake it and make it. This is the mantra of the United States of America. (Laughter)You fake it and make it. You act compassionately as though you have compassion: grind your teeth, take all the support system. If you know how to pray, pray. Ask for compassion. Let me act compassionately. Do it. You'll discover compassion and also slowly a relative compassion, and slowly, perhaps if you get the right teaching, you'll discover compassion is a dynamic manifestation of the reality of yourself, which is oneness, wholeness, and that's what you are.With these words, thank you very much. (Applause)" +1430257,53,"James Beacham looks for answers to the most important open questions of physics using the biggest science experiment ever mounted, CERN's Large Hadron Collider. In this fun and accessible talk about how science happens, Beacham takes us on a journey through extra-spatial dimensions in search of undiscovered fundamental particles (and an explanation for the mysteries of gravity) and details the drive to keep exploring.",954,TEDxBerlin,1472947200,18,James Beacham,James Beacham: How we explore unanswered questions in physics,1,1482423603,"[{'id': 10, 'name': 'Inspiring', 'count': 301}, {'id': 8, 'name': 'Informative', 'count': 305}, {'id': 24, 'name': 'Persuasive', 'count': 71}, {'id': 22, 'name': 'Fascinating', 'count': 291}, {'id': 23, 'name': 'Jaw-dropping', 'count': 54}, {'id': 1, 'name': 'Beautiful', 'count': 53}, {'id': 7, 'name': 'Funny', 'count': 43}, {'id': 25, 'name': 'OK', 'count': 60}, {'id': 9, 'name': 'Ingenious', 'count': 64}, {'id': 11, 'name': 'Longwinded', 'count': 15}, {'id': 21, 'name': 'Unconvincing', 'count': 9}, {'id': 2, 'name': 'Confusing', 'count': 4}, {'id': 3, 'name': 'Courageous', 'count': 32}, {'id': 26, 'name': 'Obnoxious', 'count': 5}]","[{'id': 1426, 'hero': 'https://pe.tedcdn.com/images/ted/8acc0db27ae36bff8f46e0d0a88da0f333224b4c_1600x1200.jpg', 'speaker': 'Brian Greene', 'title': 'Is our universe the only universe?', 'duration': 1307, 'slug': 'brian_greene_why_is_our_universe_fine_tuned_for_life', 'viewed_count': 3327248}, {'id': 2387, 'hero': 'https://pe.tedcdn.com/images/ted/af8ac79447ce0b5c25a32f0f47e62e4c320ff408_2880x1620.jpg', 'speaker': 'Jedidah Isler', 'title': 'The untapped genius that could change science for the better', 'duration': 822, 'slug': 'jedidah_isler_the_untapped_genius_that_could_change_science_for_the_better', 'viewed_count': 1049274}, {'id': 2439, 'hero': 'https://pe.tedcdn.com/images/ted/6fff065f76c2e07ba8f77e99d113d11c43c027b0_2880x1620.jpg', 'speaker': 'Allan Adams', 'title': 'What the discovery of gravitational waves means', 'duration': 658, 'slug': 'allan_adams_what_the_discovery_of_gravitational_waves_means', 'viewed_count': 2233301}, {'id': 371, 'hero': 'https://pe.tedcdn.com/images/ted/56101_480x360.jpg', 'speaker': 'Garrett Lisi', 'title': 'An 8-dimensional model of the universe', 'duration': 1286, 'slug': 'garrett_lisi_on_his_theory_of_everything', 'viewed_count': 1491760}, {'id': 1853, 'hero': 'https://pe.tedcdn.com/images/ted/e2059cd7fbd3f541bc6c7abdb611425f036fcb97_1600x1200.jpg', 'speaker': 'Gian Giudice', 'title': 'Why our universe might exist on a knife-edge', 'duration': 850, 'slug': 'gian_giudice_why_our_universe_might_exist_on_a_knife_edge', 'viewed_count': 1644431}, {'id': 253, 'hero': 'https://pe.tedcdn.com/images/ted/40121_480x360.jpg', 'speaker': 'Brian Cox', 'title': ""CERN's supercollider"", 'duration': 899, 'slug': 'brian_cox_on_cern_s_supercollider', 'viewed_count': 3074265}]",Experimental particle physicist,"['Nobel prize', 'TEDx', 'collaboration', 'dark matter', 'data', 'discovery', 'engineering', 'exploration', 'future', 'history', 'innovation', 'motivation', 'nature', 'physics', 'science', 'universe']",How we explore unanswered questions in physics,"https://www.ted.com/talks/james_beacham_how_we_explore_unanswered_questions_in_physics +","There is something about physics that has been really bothering me since I was a little kid. And it's related to a question that scientists have been asking for almost 100 years, with no answer. How do the smallest things in nature, the particles of the quantum world, match up with the largest things in nature \u2014 planets and stars and galaxies held together by gravity?As a kid, I would puzzle over questions just like this. I would fiddle around with microscopes and electromagnets, and I would read about the forces of the small and about quantum mechanics and I would marvel at how well that description matched up to our observation. Then I would look at the stars, and I would read about how well we understand gravity, and I would think surely, there must be some elegant way that these two systems match up. But there's not. And the books would say, yeah, we understand a lot about these two realms separately, but when we try to link them mathematically, everything breaks.And for 100 years, none of our ideas as to how to solve this basically physics disaster, has ever been supported by evidence. And to little old me \u2014 little, curious, skeptical James \u2014 this was a supremely unsatisfying answer.So, I'm still a skeptical little kid. Flash-forward now to December of 2015, when I found myself smack in the middle of the physics world being flipped on its head. It all started when we at CERN saw something intriguing in our data: a hint of a new particle, an inkling of a possibly extraordinary answer to this question.So I'm still a skeptical little kid, I think, but I'm also now a particle hunter. I am a physicist at CERN's Large Hadron Collider, the largest science experiment ever mounted. It's a 27-kilometer tunnel on the border of France and Switzerland buried 100 meters underground. And in this tunnel, we use superconducting magnets colder than outer space to accelerate protons to almost the speed of light and slam them into each other millions of times per second, collecting the debris of these collisions to search for new, undiscovered fundamental particles. Its design and construction took decades of work by thousands of physicists from around the globe, and in the summer of 2015, we had been working tirelessly to switch on the LHC at the highest energy that humans have ever used in a collider experiment.Now, higher energy is important because for particles, there is an equivalence between energy and particle mass, and mass is just a number put there by nature. To discover new particles, we need to reach these bigger numbers. And to do that, we have to build a bigger, higher energy collider, and the biggest, highest energy collider in the world is the Large Hadron Collider. And then, we collide protons quadrillions of times, and we collect this data very slowly, over months and months. And then new particles might show up in our data as bumps \u2014 slight deviations from what you expect, little clusters of data points that make a smooth line not so smooth. For example, this bump, after months of data-taking in 2012, led to the discovery of the Higgs particle \u2014 the Higgs boson \u2014 and to a Nobel Prize for the confirmation of its existence.This jump up in energy in 2015 represented the best chance that we as a species had ever had of discovering new particles \u2014 new answers to these long-standing questions, because it was almost twice as much energy as we used when we discovered the Higgs boson. Many of my colleagues had been working their entire careers for this moment, and frankly, to little curious me, this was the moment I'd been waiting for my entire life. So 2015 was go time.So June 2015, the LHC is switched back on. My colleagues and I held our breath and bit our fingernails, and then finally we saw the first proton collisions at this highest energy ever. Applause, champagne, celebration. This was a milestone for science, and we had no idea what we would find in this brand-new data. And then a few weeks later, we found a bump. It wasn't a very big bump, but it was big enough to make you raise your eyebrow. But on a scale of one to 10 for eyebrow raises, if 10 indicates that you've discovered a new particle, this eyebrow raise is about a four.(Laughter)I spent hours, days, weeks in secret meetings, arguing with my colleagues over this little bump, poking and prodding it with our most ruthless experimental sticks to see if it would withstand scrutiny. But even after months of working feverishly \u2014 sleeping in our offices and not going home, candy bars for dinner, coffee by the bucketful \u2014 physicists are machines for turning coffee into diagrams \u2014(Laughter)This little bump would not go away. So after a few months, we presented our little bump to the world with a very clear message: this little bump is interesting but it's not definitive, so let's keep an eye on it as we take more data. So we were trying to be extremely cool about it.And the world ran with it anyway. The news loved it. People said it reminded them of the little bump that was shown on the way toward the Higgs boson discovery. Better than that, my theorist colleagues \u2014 I love my theorist colleagues \u2014 my theorist colleagues wrote 500 papers about this little bump.(Laughter)The world of particle physics had been flipped on its head. But what was it about this particular bump that caused thousands of physicists to collectively lose their cool? This little bump was unique. This little bump indicated that we were seeing an unexpectedly large number of collisions whose debris consisted of only two photons, two particles of light. And that's rare.Particle collisions are not like automobile collisions. They have different rules. When two particles collide at almost the speed of light, the quantum world takes over. And in the quantum world, these two particles can briefly create a new particle that lives for a tiny fraction of a second before splitting into other particles that hit our detector. Imagine a car collision where the two cars vanish upon impact, a bicycle appears in their place \u2014(Laughter)And then that bicycle explodes into two skateboards, which hit our detector.(Laughter)Hopefully, not literally. They're very expensive.Events where only two photons hit out detector are very rare. And because of the special quantum properties of photons, there's a very small number of possible new particles \u2014 these mythical bicycles \u2014 that can give birth to only two photons. But one of these options is huge, and it has to do with that long-standing question that bothered me as a tiny little kid, about gravity.Gravity may seem super strong to you, but it's actually crazily weak compared to the other forces of nature. I can briefly beat gravity when I jump, but I can't pick a proton out of my hand. The strength of gravity compared to the other forces of nature? It's 10 to the minus 39. That's a decimal with 39 zeros after it.Worse than that, all of the other known forces of nature are perfectly described by this thing we call the Standard Model, which is our current best description of nature at its smallest scales, and quite frankly, one of the most successful achievements of humankind \u2014 except for gravity, which is absent from the Standard Model. It's crazy. It's almost as though most of gravity has gone missing. We feel a little bit of it, but where's the rest of it? No one knows.But one theoretical explanation proposes a wild solution. You and I \u2014 even you in the back \u2014 we live in three dimensions of space. I hope that's a non-controversial statement.(Laughter)All of the known particles also live in three dimensions of space. In fact, a particle is just another name for an excitation in a three-dimensional field; a localized wobbling in space. More importantly, all the math that we use to describe all this stuff assumes that there are only three dimensions of space. But math is math, and we can play around with our math however we want. And people have been playing around with extra dimensions of space for a very long time, but it's always been an abstract mathematical concept. I mean, just look around you \u2014 you at the back, look around \u2014 there's clearly only three dimensions of space.But what if that's not true? What if the missing gravity is leaking into an extra-spatial dimension that's invisible to you and I? What if gravity is just as strong as the other forces if you were to view it in this extra-spatial dimension, and what you and I experience is a tiny slice of gravity make it seem very weak? If this were true, we would have to expand our Standard Model of particles to include an extra particle, a hyperdimensional particle of gravity, a special graviton that lives in extra-spatial dimensions.I see the looks on your faces. You should be asking me the question, ""How in the world are we going to test this crazy, science fiction idea, stuck as we are in three dimensions?"" The way we always do, by slamming together two protons \u2014(Laughter)Hard enough that the collision reverberates into any extra-spatial dimensions that might be there, momentarily creating this hyperdimensional graviton that then snaps back into the three dimensions of the LHC and spits off two photons, two particles of light. And this hypothetical, extra-dimensional graviton is one of the only possible, hypothetical new particles that has the special quantum properties that could give birth to our little, two-photon bump.So, the possibility of explaining the mysteries of gravity and of discovering extra dimensions of space \u2014 perhaps now you get a sense as to why thousands of physics geeks collectively lost their cool over our little, two-photon bump. A discovery of this type would rewrite the textbooks. But remember, the message from us experimentalists that actually were doing this work at the time, was very clear: we need more data. With more data, the little bump will either turn into a nice, crisp Nobel Prize \u2014(Laughter)Or the extra data will fill in the space around the bump and turn it into a nice, smooth line.So we took more data, and with five times the data, several months later, our little bump turned into a smooth line. The news reported on a ""huge disappointment,"" on ""faded hopes,"" and on particle physicists ""being sad."" Given the tone of the coverage, you'd think that we had decided to shut down the LHC and go home.(Laughter)But that's not what we did. But why not? I mean, if I didn't discover a particle \u2014 and I didn't \u2014 if I didn't discover a particle, why am I here talking to you? Why didn't I just hang my head in shame and go home?Particle physicists are explorers. And very much of what we do is cartography. Let me put it this way: forget about the LHC for a second. Imagine you are a space explorer arriving at a distant planet, searching for aliens. What is your first task? To immediately orbit the planet, land, take a quick look around for any big, obvious signs of life, and report back to home base. That's the stage we're at now. We took a first look at the LHC for any new, big, obvious-to-spot particles, and we can report that there are none. We saw a weird-looking alien bump on a distant mountain, but once we got closer, we saw it was a rock.But then what do we do? Do we just give up and fly away? Absolutely not; we would be terrible scientists if we did. No, we spend the next couple of decades exploring, mapping out the territory, sifting through the sand with a fine instrument, peeking under every stone, drilling under the surface. New particles can either show up immediately as big, obvious-to-spot bumps, or they can only reveal themselves after years of data taking.Humanity has just begun its exploration at the LHC at this big high energy, and we have much searching to do. But what if, even after 10 or 20 years, we still find no new particles? We build a bigger machine.(Laughter)We search at higher energies. We search at higher energies. Planning is already underway for a 100-kilometer tunnel that will collide particles at 10 times the energy of the LHC. We don't decide where nature places new particles. We only decide to keep exploring. But what if, even after a 100-kilometer tunnel or a 500-kilometer tunnel or a 10,000-kilometer collider floating in space between the Earth and the Moon, we still find no new particles? Then perhaps we're doing particle physics wrong.(Laughter)Perhaps we need to rethink things. Maybe we need more resources, technology, expertise than what we currently have. We already use artificial intelligence and machine learning techniques in parts of the LHC, but imagine designing a particle physics experiment using such sophisticated algorithms that it could teach itself to discover a hyperdimensional graviton.But what if? What if the ultimate question: What if even artificial intelligence can't help us answer our questions? What if these open questions, for centuries, are destined to be unanswered for the foreseeable future? What if the stuff that's bothered me since I was a little kid is destined to be unanswered in my lifetime? Then that ... will be even more fascinating.We will be forced to think in completely new ways. We'll have to go back to our assumptions, and determine if there was a flaw somewhere. And we'll need to encourage more people to join us in studying science since we need fresh eyes on these century-old problems. I don't have the answers, and I'm still searching for them. But someone \u2014 maybe she's in school right now, maybe she's not even born yet \u2014 could eventually guide us to see physics in a completely new way, and to point out that perhaps we're just asking the wrong questions. Which would not be the end of physics, but a novel beginning.Thank you.(Applause)" +1443340,728,"There is a corruption at the heart of American politics, caused by the dependence of Congressional candidates on funding from the tiniest percentage of citizens. That's the argument at the core of this blistering talk by legal scholar Lawrence Lessig. With rapid-fire visuals, he shows how the funding process weakens the Republic in the most fundamental way, and issues a rallying bipartisan cry that will resonate with many in the U.S. and beyond.",1099,TED2013,1361923200,26,Lawrence Lessig,"Lawrence Lessig: We the People, and the Republic we must reclaim",1,1364997280,"[{'id': 7, 'name': 'Funny', 'count': 44}, {'id': 8, 'name': 'Informative', 'count': 592}, {'id': 24, 'name': 'Persuasive', 'count': 1061}, {'id': 3, 'name': 'Courageous', 'count': 487}, {'id': 10, 'name': 'Inspiring', 'count': 906}, {'id': 23, 'name': 'Jaw-dropping', 'count': 238}, {'id': 22, 'name': 'Fascinating', 'count': 158}, {'id': 9, 'name': 'Ingenious', 'count': 93}, {'id': 1, 'name': 'Beautiful', 'count': 30}, {'id': 26, 'name': 'Obnoxious', 'count': 15}, {'id': 11, 'name': 'Longwinded', 'count': 12}, {'id': 21, 'name': 'Unconvincing', 'count': 28}, {'id': 2, 'name': 'Confusing', 'count': 14}, {'id': 25, 'name': 'OK', 'count': 28}]","[{'id': 187, 'hero': 'https://pe.tedcdn.com/images/ted/01726ef3620b97fcc2a664e1339c6602785123f7_1600x1200.jpg', 'speaker': 'Lawrence Lessig', 'title': 'Laws that choke creativity', 'duration': 1136, 'slug': 'larry_lessig_says_the_law_is_strangling_creativity', 'viewed_count': 1895293}, {'id': 1595, 'hero': 'https://pe.tedcdn.com/images/ted/580f2748be21c23e1beb86cbd25a3e5e6bfadebd_1600x1200.jpg', 'speaker': 'Rory Stewart', 'title': 'Why democracy matters', 'duration': 821, 'slug': 'rory_stewart_how_to_rebuild_democracy', 'viewed_count': 852344}, {'id': 1673, 'hero': 'https://pe.tedcdn.com/images/ted/592908a61852075d8423362989e9fe268fefc5c9_1600x1200.jpg', 'speaker': 'Afra Raymond', 'title': 'Three myths about corruption', 'duration': 1089, 'slug': 'afra_raymond_three_myths_about_corruption', 'viewed_count': 824898}, {'id': 2714, 'hero': 'https://pe.tedcdn.com/images/ted/c8f5d92fb0ce292b8d90060bc062045ad04235a3_2880x1620.jpg', 'speaker': 'Simon Anholt', 'title': ""Who would the rest of the world vote for in your country's election?"", 'duration': 895, 'slug': 'simon_anholt_how_would_the_rest_of_the_world_vote_in_your_country_s_election', 'viewed_count': 908626}, {'id': 997, 'hero': 'https://pe.tedcdn.com/images/ted/210355_800x600.jpg', 'speaker': 'David Bismark', 'title': 'E-voting without fraud', 'duration': 422, 'slug': 'david_bismark_e_voting_without_fraud', 'viewed_count': 543557}, {'id': 2596, 'hero': 'https://pe.tedcdn.com/images/ted/00702bc1ae05ccf5f79b44ec84955517bbf030fa_2880x1620.jpg', 'speaker': 'Sayu Bhojwani', 'title': 'Immigrant voices make democracy stronger', 'duration': 762, 'slug': 'sayu_bhojwani_how_immigrant_voices_make_democracy_stronger', 'viewed_count': 783455}]",Legal activist,"['corruption', 'democracy', 'global issues', 'government', 'law', 'politics']","We the People, and the Republic we must reclaim","https://www.ted.com/talks/lawrence_lessig_we_the_people_and_the_republic_we_must_reclaim +","Once upon a time, there was a place called Lesterland. Now Lesterland looks a lot like the United States. Like the United States, it has about 311 million people, and of that 311 million people, it turns out 144,000 are called Lester. If Matt's in the audience, I just borrowed that, I'll return it in a second, this character from your series. So 144,000 are called Lester, which means about .05 percent is named Lester. Now, Lesters in Lesterland have this extraordinary power. There are two elections every election cycle in Lesterland. One is called the general election. The other is called the Lester election. And in the general election, it's the citizens who get to vote, but in the Lester election, it's the Lesters who get to vote. And here's the trick. In order to run in the general election, you must do extremely well in the Lester election. You don't necessarily have to win, but you must do extremely well.Now, what can we say about democracy in Lesterland? What we can say, number one, as the Supreme Court said in Citizens United, that people have the ultimate influence over elected officials, because, after all, there is a general election, but only after the Lesters have had their way with the candidates who wish to run in the general election. And number two, obviously, this dependence upon the Lesters is going to produce a subtle, understated, we could say camouflaged, bending to keep the Lesters happy. Okay, so we have a democracy, no doubt, but it's dependent upon the Lesters and dependent upon the people. It has competing dependencies, we could say conflicting dependencies, depending upon who the Lesters are. Okay. That's Lesterland.Now there are three things I want you to see now that I've described Lesterland. Number one, the United States is Lesterland. The United States is Lesterland. The United States also looks like this, also has two elections, one we called the general election, the second we should call the money election. In the general election, it's the citizens who get to vote, if you're over 18, in some states if you have an ID. In the money election, it's the funders who get to vote, the funders who get to vote, and just like in Lesterland, the trick is, to run in the general election, you must do extremely well in the money election. You don't necessarily have to win. There is Jerry Brown. But you must do extremely well. And here's the key: There are just as few relevant funders in USA-land as there are Lesters in Lesterland.Now you say, really? Really .05 percent? Well, here are the numbers from 2010: .26 percent of America gave 200 dollars or more to any federal candidate, .05 percent gave the maximum amount to any federal candidate, .01 percent \u2014 the one percent of the one percent \u2014 gave 10,000 dollars or more to federal candidates, and in this election cycle, my favorite statistic is .000042 percent \u2014 for those of you doing the numbers, you know that's 132 Americans \u2014 gave 60 percent of the Super PAC money spent in the cycle we have just seen ending. So I'm just a lawyer, I look at this range of numbers, and I say it's fair for me to say it's .05 percent who are our relevant funders in America. In this sense, the funders are our Lesters.Now, what can we say about this democracy in USA-land? Well, as the Supreme Court said in Citizens United, we could say, of course the people have the ultimate influence over the elected officials. We have a general election, but only after the funders have had their way with the candidates who wish to run in that general election. And number two, obviously, this dependence upon the funders produces a subtle, understated, camouflaged bending to keep the funders happy. Candidates for Congress and members of Congress spend between 30 and 70 percent of their time raising money to get back to Congress or to get their party back into power, and the question we need to ask is, what does it do to them, these humans, as they spend their time behind the telephone, calling people they've never met, but calling the tiniest slice of the one percent? As anyone would, as they do this, they develop a sixth sense, a constant awareness about how what they do might affect their ability to raise money. They become, in the words of ""The X-Files,"" shape-shifters, as they constantly adjust their views in light of what they know will help them to raise money, not on issues one to 10, but on issues 11 to 1,000. Leslie Byrne, a Democrat from Virginia, describes that when she went to Congress, she was told by a colleague, ""Always lean to the green."" Then to clarify, she went on, ""He was not an environmentalist."" (Laughter)So here too we have a democracy, a democracy dependent upon the funders and dependent upon the people, competing dependencies, possibly conflicting dependencies depending upon who the funders are.Okay, the United States is Lesterland, point number one. Here's point number two. The United States is worse than Lesterland, worse than Lesterland because you can imagine in Lesterland if we Lesters got a letter from the government that said, ""Hey, you get to pick who gets to run in the general election,"" we would think maybe of a kind of aristocracy of Lesters. You know, there are Lesters from every part of social society. There are rich Lesters, poor Lesters, black Lesters, white Lesters, not many women Lesters, but put that to the side for one second. We have Lesters from everywhere. We could think, ""What could we do to make Lesterland better?"" It's at least possible the Lesters would act for the good of Lesterland. But in our land, in this land, in USA-land, there are certainly some sweet Lesters out there, many of them in this room here today, but the vast majority of Lesters act for the Lesters, because the shifting coalitions that are comprising the .05 percent are not comprising it for the public interest. It's for their private interest. In this sense, the USA is worse than Lesterland.And finally, point number three: Whatever one wants to say about Lesterland, against the background of its history, its traditions, in our land, in USA-land, Lesterland is a corruption, a corruption. Now, by corruption I don't mean brown paper bag cash secreted among members of Congress. I don't mean Rod Blagojevich sense of corruption. I don't mean any criminal act. The corruption I'm talking about is perfectly legal. It's a corruption relative to the framers' baseline for this republic. The framers gave us what they called a republic, but by a republic they meant a representative democracy, and by a representative democracy, they meant a government, as Madison put it in Federalist 52, that would have a branch that would be dependent upon the people alone.So here's the model of government. They have the people and the government with this exclusive dependency, but the problem here is that Congress has evolved a different dependence, no longer a dependence upon the people alone, increasingly a dependence upon the funders. Now this is a dependence too, but it's different and conflicting from a dependence upon the people alone so long as the funders are not the people. This is a corruption.Now, there's good news and bad news about this corruption. One bit of good news is that it's bipartisan, equal-opportunity corruption. It blocks the left on a whole range of issues that we on the left really care about. It blocks the right too, as it makes principled arguments of the right increasingly impossible. So the right wants smaller government. When Al Gore was Vice President, his team had an idea for deregulating a significant portion of the telecommunications industry. The chief policy man took this idea to Capitol Hill, and as he reported back to me, the response was, ""Hell no! If we deregulate these guys, how are we going to raise money from them?""This is a system that's designed to save the status quo, including the status quo of big and invasive government. It works against the left and the right, and that, you might say, is good news.But here's the bad news. It's a pathological, democracy-destroying corruption, because in any system where the members are dependent upon the tiniest fraction of us for their election, that means the tiniest number of us, the tiniest, tiniest number of us, can block reform. I know that should have been, like, a rock or something. I can only find cheese. I'm sorry. So there it is. Block reform.Because there is an economy here, an economy of influence, an economy with lobbyists at the center which feeds on polarization. It feeds on dysfunction. The worse that it is for us, the better that it is for this fundraising.Henry David Thoreau: ""There are a thousand hacking at the branches of evil to one who is striking at the root."" This is the root.Okay, now, every single one of you knows this. You couldn't be here if you didn't know this, yet you ignore it. You ignore it. This is an impossible problem. You focus on the possible problems, like eradicating polio from the world, or taking an image of every single street across the globe, or building the first real universal translator, or building a fusion factory in your garage. These are the manageable problems, so you ignore \u2014 (Laughter) (Applause) \u2014 so you ignore this corruption.But we cannot ignore this corruption anymore. (Applause) We need a government that works. And not works for the left or the right, but works for the left and the right, the citizens of the left and right, because there is no sensible reform possible until we end this corruption. So I want you to take hold, to grab the issue you care the most about. Climate change is mine, but it might be financial reform or a simpler tax system or inequality. Grab that issue, sit it down in front of you, look straight in its eyes, and tell it there is no Christmas this year. There will never be a Christmas. We will never get your issue solved until we fix this issue first. So it's not that mine is the most important issue. It's not. Yours is the most important issue, but mine is the first issue, the issue we have to solve before we get to fix the issues you care about. No sensible reform, and we cannot afford a world, a future, with no sensible reform.Okay. So how do we do it? Turns out, the analytics here are easy, simple. If the problem is members spending an extraordinary amount of time fundraising from the tiniest slice of America, the solution is to have them spend less time fundraising but fundraise from a wider slice of Americans, to spread it out, to spread the funder influence so that we restore the idea of dependence upon the people alone. And to do this does not require a constitutional amendment, changing the First Amendment. To do this would require a single statute, a statute establishing what we think of as small dollar funded elections, a statute of citizen-funded campaigns, and there's any number of these proposals out there: Fair Elections Now Act, the American Anti-Corruption Act, an idea in my book that I call the Grant and Franklin Project to give vouchers to people to fund elections, an idea of John Sarbanes called the Grassroots Democracy Act. Each of these would fix this corruption by spreading out the influence of funders to all of us.The analytics are easy here. It's the politics that's hard, indeed impossibly hard, because this reform would shrink K Street, and Capitol Hill, as Congressman Jim Cooper, a Democrat from Tennessee, put it, has become a farm league for K Street, a farm league for K Street. Members and staffers and bureaucrats have an increasingly common business model in their head, a business model focused on their life after government, their life as lobbyists. Fifty percent of the Senate between 1998 and 2004 left to become lobbyists, 42 percent of the House. Those numbers have only gone up, and as United Republic calculated last April, the average increase in salary for those who they tracked was 1,452 percent. So it's fair to ask, how is it possible for them to change this? Now I get this skepticism.I get this cynicism. I get this sense of impossibility. But I don't buy it. This is a solvable issue. If you think about the issues our parents tried to solve in the 20th century, issues like racism, or sexism, or the issue that we've been fighting in this century, homophobia, those are hard issues. You don't wake up one day no longer a racist. It takes generations to tear that intuition, that DNA, out of the soul of a people. But this is a problem of just incentives, just incentives. Change the incentives, and the behavior changes, and the states that have adopted small dollar funded systems have seen overnight a change in the practice. When Connecticut adopted this system, in the very first year, 78 percent of elected representatives gave up large contributions and took small contributions only. It's solvable, not by being a Democrat, not by being a Republican. It's solvable by being citizens, by being citizens, by being TEDizens. Because if you want to kickstart reform, look, I could kickstart reform at half the price of fixing energy policy, I could give you back a republic.Okay. But even if you're not yet with me, even if you believe this is impossible, what the five years since I spoke at TED has taught me as I've spoken about this issue again and again is, even if you think it's impossible, that is irrelevant. Irrelevant. I spoke at Dartmouth once, and a woman stood up after I spoke, I write in my book, and she said to me, ""Professor, you've convinced me this is hopeless. Hopeless. There's nothing we can do."" When she said that, I scrambled. I tried to think, ""How do I respond to that hopelessness? What is that sense of hopelessness?"" And what hit me was an image of my six-year-old son. And I imagined a doctor coming to me and saying, ""Your son has terminal brain cancer, and there's nothing you can do. Nothing you can do."" So would I do nothing? Would I just sit there? Accept it? Okay, nothing I can do? I'm going off to build Google Glass. Of course not. I would do everything I could, and I would do everything I could because this is what love means, that the odds are irrelevant and that you do whatever the hell you can, the odds be damned. And then I saw the obvious link, because even we liberals love this country.(Laughter)And so when the pundits and the politicians say that change is impossible, what this love of country says back is, ""That's just irrelevant."" We lose something dear, something everyone in this room loves and cherishes, if we lose this republic, and so we act with everything we can to prove these pundits wrong.So here's my question: Do you have that love? Do you have that love? Because if you do, then what the hell are you, what are the hell are we doing?When Ben Franklin was carried from the constitutional convention in September of 1787, he was stopped in the street by a woman who said, ""Mr. Franklin, what have you wrought?"" Franklin said, ""A republic, madam, if you can keep it."" A republic. A representative democracy. A government dependent upon the people alone. We have lost that republic. All of us have to act to get it back.Thank you very much.(Applause) Thank you. Thank you. Thank you. (Applause)" +20685401,672,"Tony Robbins discusses the ""invisible forces"" that motivate everyone's actions -- and high-fives Al Gore in the front row.",1305,TED2006,1138838400,36,Tony Robbins,Tony Robbins: Why we do what we do,1,1151440680,"[{'id': 7, 'name': 'Funny', 'count': 1102}, {'id': 3, 'name': 'Courageous', 'count': 721}, {'id': 21, 'name': 'Unconvincing', 'count': 377}, {'id': 2, 'name': 'Confusing', 'count': 301}, {'id': 1, 'name': 'Beautiful', 'count': 706}, {'id': 9, 'name': 'Ingenious', 'count': 397}, {'id': 11, 'name': 'Longwinded', 'count': 285}, {'id': 8, 'name': 'Informative', 'count': 1038}, {'id': 10, 'name': 'Inspiring', 'count': 5211}, {'id': 22, 'name': 'Fascinating', 'count': 1350}, {'id': 24, 'name': 'Persuasive', 'count': 2423}, {'id': 25, 'name': 'OK', 'count': 441}, {'id': 23, 'name': 'Jaw-dropping', 'count': 669}, {'id': 26, 'name': 'Obnoxious', 'count': 335}]","[{'id': 229, 'hero': 'https://pe.tedcdn.com/images/ted/eefe30d20338d800bdc70a09dc0f6007e7355a74_2880x1620.jpg', 'speaker': 'Jill Bolte Taylor', 'title': 'My stroke of insight', 'duration': 1099, 'slug': 'jill_bolte_taylor_s_powerful_stroke_of_insight', 'viewed_count': 21190809}, {'id': 70, 'hero': 'https://pe.tedcdn.com/images/ted/6c8c4b562ae7b0a7f5b140e2db1f7588861a6565_1600x1200.jpg', 'speaker': 'Richard St. John', 'title': '8 secrets of success', 'duration': 210, 'slug': 'richard_st_john_s_8_secrets_of_success', 'viewed_count': 10841194}, {'id': 97, 'hero': 'https://pe.tedcdn.com/images/ted/016a827cc0757092a0439ab2a63feca8655b6c29_1600x1200.jpg', 'speaker': 'Dan Gilbert', 'title': 'The surprising science of happiness', 'duration': 1276, 'slug': 'dan_gilbert_asks_why_are_we_happy', 'viewed_count': 14689293}, {'id': 1094, 'hero': 'https://pe.tedcdn.com/images/ted/78e8d94d1d2a81cd182e0626dc8e96a43c88d760_800x600.jpg', 'speaker': 'David Brooks', 'title': 'The social animal', 'duration': 1124, 'slug': 'david_brooks_the_social_animal', 'viewed_count': 1132745}, {'id': 2861, 'hero': 'https://pe.tedcdn.com/images/ted/040ce6ae0f5e8d306d395b03be10fffb459f69ae_2880x1620.jpg', 'speaker': 'Emily Esfahani Smith', 'title': ""There's more to life than being happy"", 'duration': 738, 'slug': 'emily_esfahani_smith_there_s_more_to_life_than_being_happy', 'viewed_count': 997630}, {'id': 2279, 'hero': 'https://pe.tedcdn.com/images/ted/7942398dd4f5b61691f12872b6e787cf53dec95f_2880x1620.jpg', 'speaker': 'Rana el Kaliouby', 'title': 'This app knows how you feel -- from the look on your face', 'duration': 664, 'slug': 'rana_el_kaliouby_this_app_knows_how_you_feel_from_the_look_on_your_face', 'viewed_count': 1407619}]",Life coach; expert in leadership psychology,"['business', 'culture', 'entertainment', 'goal-setting', 'motivation', 'potential', 'psychology']",Why we do what we do,"https://www.ted.com/talks/tony_robbins_asks_why_we_do_what_we_do +","Thank you. I have to tell you I'm both challenged and excited. My excitement is: I get a chance to give something back. My challenge is: the shortest seminar I usually do is 50 hours.(Laughter)I'm not exaggerating. I do weekends \u2014 I do more, obviously, I also coach people \u2014 but I'm into immersion, because how did you learn language? Not just by learning principles, you got in it and you did it so often that it became real.The bottom line of why I'm here, besides being a crazy mofo, is that \u2014 I'm not here to motivate you, you don't need that, obviously. Often that's what people think I do, and it's the furthest thing from it. What happens, though, is people say to me, ""I don't need any motivation."" But that's not what I do. I'm the ""why"" guy. I want to know why you do what you do.What is your motive for action? What is it that drives you in your life today? Not 10 years ago. Are you running the same pattern? Because I believe that the invisible force of internal drive, activated, is the most important thing. I'm here because I believe emotion is the force of life. All of us here have great minds. Most of us here have great minds, right? We all know how to think. With our minds we can rationalize anything. We can make anything happen.I agree with what was described a few days ago, that people work in their self-interest. But we know that that's bullshit at times. You don't work in your self-interest all the time, because when emotion comes into it, the wiring changes in the way it functions. So it's wonderful to think intellectually about how the life of the world is, especially those who are very smart can play this game in our head. But I really want to know what's driving you.What I would like to invite you to do by the end of this talk is explore where you are today, for two reasons. One: so that you can contribute more. And two: that hopefully we can not just understand other people more, but appreciate them more, and create the kinds of connections that can stop some of the challenges that we face today. They're only going to get magnified by the very technology that connects us, because it's making us intersect. That intersection doesn't always create a view of ""everybody now understands everybody, and everybody appreciates everybody.""I've had an obsession basically for 30 years, ""What makes the difference in the quality of people's lives? What in their performance?"" I got hired to produce the result now. I've done it for 30 years. I get the phone call when the athlete is burning down on national television, and they were ahead by five strokes and now they can't get back on the course. I've got to do something right now or nothing matters. I get the phone call when the child is going to commit suicide, I've got to do something. In 29 years, I'm very grateful to tell you I've never lost one. It doesn't mean I won't some day, but I haven't yet. The reason is an understanding of these human needs.When I get those calls about performance, that's one thing. How do you make a change? I'm also looking to see what is shaping the person's ability to contribute, to do something beyond themselves. Maybe the real question is, I look at life and say there's two master lessons. One is: there's the science of achievement, which almost everyone here has mastered amazingly. ""How do you take the invisible and make it visible,"" How do you make your dreams happen? Your business, your contribution to society, money \u2014 whatever, your body, your family.The other lesson that is rarely mastered is the art of fulfillment. Because science is easy, right? We know the rules, you write the code and you get the results. Once you know the game, you just up the ante, don't you? But when it comes to fulfillment \u2014 that's an art. The reason is, it's about appreciation and contribution. You can only feel so much by yourself.I've had an interesting laboratory to try to answer the real question how somebody's life changes if you look at them like those people that you've given everything to? Like all the resources they say they need. You gave not a 100-dollar computer, but the best computer. You gave them love, joy, were there to comfort them. Those people very often \u2014 you know some of them \u2014 end up the rest of their life with all this love, education, money and background going in and out of rehab. Some people have been through ultimate pain, psychologically, sexually, spiritually, emotionally abused \u2014 and not always, but often, they become some of the people that contribute the most to society.The question we've got to ask ourselves really is, what is it? What is it that shapes us? We live in a therapy culture. Most of us don't do that, but the culture's a therapy culture, the mindset that we are our past. And you wouldn't be in this room if you bought that, but most of society thinks biography is destiny. The past equals the future. Of course it does if you live there. But what we know and what we have to remind ourselves \u2014 because you can know something intellectually and then not use it, not apply it.We've got to remind ourselves that decision is the ultimate power. When you ask people, have you failed to achieve something significant in your life?Say, ""Aye."" Audience: Aye.TR: Thanks for the interaction on a high level there. But if you ask people, why didn't you achieve something? Somebody who's working for you, or a partner, or even yourself. When you fail to achieve, what's the reason people say? What do they tell you? Didn't have the knowledge, didn't have the money, didn't have the time, didn't have the technology. I didn't have the right manager.Al Gore: Supreme Court. TR: The Supreme Court.(Laughter)(Applause) (Cheering)(Applause continues)TR: And \u2014(Applause)What do all those, including the Supreme Court, have in common?(Laughter)They are a claim to you missing resources, and they may be accurate. You may not have the money, or the Supreme Court, but that is not the defining factor.(Applause) (Laughter)And you correct me if I'm wrong. The defining factor is never resources; it's resourcefulness. And what I mean specifically, rather than just some phrase, is if you have emotion, human emotion, something that I experienced from you the day before yesterday at a level that is as profound as I've ever experienced and I believe with that emotion you would have beat his ass and won.Audience: Yeah!(Applause) (Cheering)How easy for me to tell him what he should do.(Laughter)Idiot, Robbins. But I know when we watched the debate at that time, there were emotions that blocked people's ability to get this man's intellect and capacity. And the way that it came across to some people on that day \u2014 because I know people that wanted to vote in your direction and didn't, and I was upset. But there was emotion there. Do you know what I'm talking about?Say, ""Aye."" Audience: Aye.TR: So, emotion is it. And if we get the right emotion, we can get ourselves to do anything. If you're creative, playful, fun enough, can you get through to anybody, yes or no?If you don't have the money, but you're creative and determined, you find the way. This is the ultimate resource. But this is not the story that people tell us. They tell us a bunch of different stories. They tell us we don't have the resources, but ultimately, if you take a look here, they say, what are all the reasons they haven't accomplished that? He's broken my pattern, that son-of-a-bitch.(Laughter)But I appreciated the energy, I'll tell you that.(Laughter)What determines your resources? We've said decisions shape destiny, which is my focus here. If decisions shape destiny, what determines it is three decisions. What will you focus on? You have to decide what you're going to focus on. Consciously or unconsciously. the minute you decide to focus, you must give it a meaning, and that meaning produces emotion. Is this the end or the beginning? Is God punishing me or rewarding me, or is this the roll of the dice? An emotion creates what we're going to do, or the action.So, think about your own life, the decisions that have shaped your destiny. And that sounds really heavy, but in the last five or 10 years, have there been some decisions that if you'd made a different decision, your life would be completely different? How many can think about it? Better or worse. Say, ""Aye.""Audience: Aye.So the bottom line is, maybe it was where to go to work, and you met the love of your life there, a career decision. I know the Google geniuses I saw here \u2014 I mean, I understand that their decision was to sell their technology. What if they made that decision versus to build their own culture? How would the world or their lives be different, their impact? The history of our world is these decisions. When a woman stands up and says, ""No, I won't go to the back of the bus."" She didn't just affect her life. That decision shaped our culture. Or someone standing in front of a tank. Or being in a position like Lance Armstrong, ""You've got testicular cancer."" That's pretty tough for any male, especially if you ride a bike.(Laughter)You've got it in your brain; you've got it in your lungs. But what was his decision of what to focus on? Different than most people. What did it mean? It wasn't the end; it was the beginning. He goes off and wins seven championships he never once won before the cancer, because he got emotional fitness, psychological strength. That's the difference in human beings that I've seen of the three million I've been around.In my lab, I've had three million people from 80 countries over the last 29 years. And after a while, patterns become obvious. You see that South America and Africa may be connected in a certain way, right? Others say, ""Oh, that sounds ridiculous."" It's simple. So, what shaped Lance? What shapes you? Two invisible forces. Very quickly. One: state. We all have had times, you did something, and after, you thought to yourself, ""I can't believe I said or did that, that was so stupid."" Who's been there? Say, ""Aye."" Audience: Aye.Or after you did something, you go, ""That was me!""(Laughter)It wasn't your ability; it was your state. Your model of the world is what shapes you long term. Your model of the world is the filter. That's what's shaping us. It makes people make decisions. To influence somebody, we need to know what already influences them. It's made up of three parts. First, what's your target? What are you after? It's not your desires. You can get your desires or goals. Who has ever got a goal or desire and thought, is this all there is?Say, ""Aye."" Audience: Aye.It's needs we have. I believe there are six human needs. Second, once you know what the target that's driving you is and you uncover it for the truth \u2014 you don't form it \u2014 then you find out what's your map, what's the belief systems that tell you how to get those needs. Some people think the way to get them is to destroy the world, some people, to build, create something, love someone. There's the fuel you pick. So very quickly, six needs.Let me tell you what they are. First one: certainty. These are not goals or desires, these are universal. Everyone needs certainty they can avoid pain and at least be comfortable. Now, how do you get it? Control everybody? Develop a skill? Give up? Smoke a cigarette? And if you got totally certain, ironically, even though we need that \u2014 you're not certain about your health, or your children, or money. If you're not sure the ceiling will hold up, you won't listen to any speaker. While we go for certainty differently, if we get total certainty, we get what? What do you feel if you're certain? You know what will happen, when and how it will happen, what would you feel? Bored out of your minds. So, God, in Her infinite wisdom, gave us a second human need, which is uncertainty. We need variety. We need surprise. How many of you here love surprises? Say, ""Aye.""Audience: Aye.TR: Bullshit. You like the surprises you want. The ones you don't want, you call problems, but you need them. So, variety is important. Have you ever rented a video or a film that you've already seen? Who's done this? Get a fucking life.(Laughter)Why are you doing it? You're certain it's good because you read or saw it before, but you're hoping it's been long enough you've forgotten, and there's variety.Third human need, critical: significance. We all need to feel important, special, unique. You can get it by making more money or being more spiritual. You can do it by getting yourself in a situation where you put more tattoos and earrings in places humans don't want to know. Whatever it takes. The fastest way to do this, if you have no background, no culture, no belief and resources or resourcefulness, is violence. If I put a gun to your head and I live in the 'hood, instantly I'm significant. Zero to 10. How high? 10. How certain am I that you're going to respond to me? 10. How much uncertainty? Who knows what's going to happen next? Kind of exciting. Like climbing up into a cave and doing that stuff all the way down there. Total variety and uncertainty. And it's significant, isn't it? So you want to risk your life for it. So that's why violence has always been around and will be around unless we have a consciousness change as a species. You can get significance a million ways, but to be significant, you've got to be unique and different.Here's what we really need: connection and love, fourth need. We all want it; most settle for connection, love's too scary. Who here has been hurt in an intimate relationship? If you don't raise your hand, you've had other shit, too. And you're going to get hurt again. Aren't you glad you came to this positive visit? Here's what's true: we need it. We can do it through intimacy, friendship, prayer, through walking in nature. If nothing else works for you, don't get a cat, get a dog, because if you leave for two minutes, it's like you've been gone six months, when you come back 5 minutes later.These first four needs, every human finds a way to meet. Even if you lie to yourself, you need to have split personalities. I call the first four needs the needs of the personality. The last two are the needs of the spirit. And this is where fulfillment comes. You won't get it from the first four. You'll figure a way, smoke, drink, do whatever, meet the first four. But number five, you must grow. We all know the answer. If you don't grow, you're what? If a relationship or business is not growing, if you're not growing, doesn't matter how much money or friends you have, how many love you, you feel like hell. And I believe the reason we grow is so we have something to give of value.Because the sixth need is to contribute beyond ourselves. Because we all know, corny as that sounds, the secret to living is giving. We all know life is not about me, it's about we. This culture knows that, this room knows that. It's exciting. When you see Nicholas talking about his $100 computer, the most exciting thing is: here's a genius, but he's got a calling now. You can feel the difference in him, and it's beautiful. And that calling can touch other people.My life was touched because when I was 11 years old, Thanksgiving, no money, no food, we were not going to starve, but my father was totally messed up, my mom was letting him know how bad he messed up, and somebody came to the door and delivered food. My father made three decisions, I know what they were, briefly. His focus was ""This is charity. What does it mean? I'm worthless. What do I have to do? Leave my family,"" which he did. It was one of the most painful experiences of life. My three decisions gave me a different path. I set focus on ""There's food."" What a concept!(Laughter)But this is what changed my life, shaped me as a human being. Somebody's gift, I don't even know who it is. My father always said, ""No one gives a shit."" And now somebody I don't know, they're not asking for anything, just giving us food, looking out for us. It made me believe this: that strangers care. And that made me decide, if strangers care about me and my family, I care about them. I'm going to do something to make a difference. So when I was 17, I went out on Thanksgiving, it was my target for years to have enough money to feed two families. The most fun and moving thing I ever did in my life. Next year, I did four, then eight. I didn't tell anybody what I was doing, I wasn't doing it for brownie points. But after eight, I thought I could use some help.So I went out, got my friends involved, then I grew companies, got 11, and I built the foundation. 18 years later, I'm proud to tell you last year we fed 2 million people in 35 countries through our foundation. All during the holidays, Thanksgiving, Christmas, in different countries around the world.(Applause)Thank you. I don't tell you that to brag, but because I'm proud of human beings because they get excited to contribute once they've had the chance to experience it, not talk about it.So, finally \u2014 I'm about out of time. The target that shapes you \u2014 Here's what's different about people. We have the same needs. But are you a certainty freak, is that what you value most, or uncertainty? This man couldn't be a certainty freak if he climbed through those caves. Are you driven by significance or love? We all need all six, but what your lead system is tilts you in a different direction. And as you move in a direction, you have a destination or destiny. The second piece is the map. The operating system tells you how to get there, and some people's map is, ""I'm going to save lives even if I die for other people,"" and they're a fireman, and somebody else says, ""I'm going to kill people to do it."" They're trying to meet the same needs of significance. They want to honor God or honor their family. But they have a different map.And there are seven different beliefs; I can't go through them, because I'm done. The last piece is emotion. One of the parts of the map is like time. Some people's idea of a long time is 100 years. Somebody else's is three seconds, which is what I have. And the last one I've already mentioned that fell to you. If you've got a target and a map \u2014 I can't use Google because I love Macs, and they haven't made it good for Macs yet. So if you use MapQuest \u2014 how many have made this fatal mistake of using it? You use this thing and you don't get there. Imagine if your beliefs guarantee you can never get to where you want to go.(Laughter)The last thing is emotion. Here's what I'll tell you about emotion. There are 6,000 emotions that we have words for in the English language, which is just a linguistic representation that changes by language. But if your dominant emotions \u2014 If I have 20,000 people or 1,000 and I have them write down all the emotions that they experience in an average week, and I give them as long as they need, and on one side they write empowering emotions, the other's disempowering, guess how many emotions they experience? Less than 12. And half of those make them feel like shit. They have six good feelings. Happy, happy, excited, oh shit, frustrated, frustrated, overwhelmed, depressed. How many of you know somebody who, no matter what happens, finds a way to get pissed off?(Laughter)Or no matter what happens, they find a way to be happy or excited. How many of you know somebody like this?When 9/11 happened, I'll finish with this, I was in Hawaii. I was with 2,000 people from 45 countries, we were translating four languages simultaneously for a program I was conducting, for a week. The night before was called Emotional Mastery. I got up, had no plan for this, and I said \u2014 we had fireworks, I do crazy shit, fun stuff, and at the end, I stopped. I had this plan, but I never know what I'm going to say. And all of a sudden, I said, ""When do people really start to live? When they face death."" And I went through this whole thing about, if you weren't going to get off this island, if nine days from now, you were going to die, who would you call, what would you say, what would you do? That night is when 9/11 happened.One woman had come to the seminar, and when she came there, her previous boyfriend had been kidnapped and murdered. Her new boyfriend wanted to marry her, and she said no.He said, ""If you go to that Hawaii thing, it's over with us."" She said, ""It's over."" When I finished that night, she called him and left a message at the top of the World Trade Center where he worked, saying, ""I love you, I want you to know I want to marry you. It was stupid of me."" She was asleep, because it was 3 a.m. for us, when he called her back, and said, ""Honey, I can't tell you what this means. I don't know how to tell you this, but you gave me the greatest gift, because I'm going to die."" And she played the recording for us in the room. She was on Larry King later. And he said, ""You're probably wondering how on Earth this could happen to you twice. All I can say is this must be God's message to you. From now on, every day, give your all, love your all. Don't let anything ever stop you."" She finishes, and a man stands up, and he says, ""I'm from Pakistan, I'm a Muslim. I'd love to hold your hand and say I'm sorry, but frankly, this is retribution."" I can't tell you the rest, because I'm out of time.(Laughter)Are you sure?(Laughter)10 seconds!(Laughter and applause)10 seconds, I want to be respectful. All I can tell you is, I brought this man on stage with a man from New York who worked in the World Trade Center, because I had about 200 New Yorkers there. More than 50 lost their entire companies, friends, marking off their Palm Pilots. One financial trader, woman made of steel, bawling \u2014 30 friends crossing off that all died. And I said, ""What are we going to focus on? What does this mean and what are we going to do?""And I got the group to focus on: if you didn't lose somebody today, your focus is going to be how to serve somebody else. Then one woman stood up and was so angry, screaming and yelling. I found out she wasn't from New York, she's not an American, doesn't know anybody here. I asked, ""Do you always get angry?"" She said, ""Yes."" Guilty people got guilty, sad people got sad. I took these two men and I did an indirect negotiation. Jewish man with family in the occupied territory, someone in New York who would have died if he was at work that day, and this man who wanted to be a terrorist, and I made it very clear. This integration is on a film, which I'd be happy to send you, instead of my verbalization, but the two of them not only came together and changed their beliefs and models of the world, but worked together to bring, for almost four years now, through various mosques and synagogues, the idea of how to create peace. And he wrote a book, called ""My Jihad, My Way of Peace."" So, transformation can happen.My invitation to you is: explore your web, the web in here \u2014 the needs, the beliefs, the emotions that are controlling you, for two reasons: so there's more of you to give, and achieve, too, but I mean give, because that's what's going to fill you up. And secondly, so you can appreciate \u2014 not just understand, that's intellectual, that's the mind, but appreciate what's driving other people. It's the only way our world's going to change.God bless you, thank you. I hope this was of service.(Applause)" +10000702,991,"Psychologist Barry Schwartz takes aim at a central tenet of western societies: freedom of choice. In Schwartz's estimation, choice has made us not freer but more paralyzed, not happier but more dissatisfied.",1177,TEDGlobal 2005,1121385600,45,Barry Schwartz,Barry Schwartz: The paradox of choice,1,1159229460,"[{'id': 7, 'name': 'Funny', 'count': 1526}, {'id': 11, 'name': 'Longwinded', 'count': 178}, {'id': 9, 'name': 'Ingenious', 'count': 1201}, {'id': 3, 'name': 'Courageous', 'count': 400}, {'id': 1, 'name': 'Beautiful', 'count': 277}, {'id': 8, 'name': 'Informative', 'count': 2532}, {'id': 10, 'name': 'Inspiring', 'count': 2427}, {'id': 22, 'name': 'Fascinating', 'count': 2491}, {'id': 21, 'name': 'Unconvincing', 'count': 324}, {'id': 2, 'name': 'Confusing', 'count': 54}, {'id': 24, 'name': 'Persuasive', 'count': 2478}, {'id': 23, 'name': 'Jaw-dropping', 'count': 521}, {'id': 25, 'name': 'OK', 'count': 421}, {'id': 26, 'name': 'Obnoxious', 'count': 115}]","[{'id': 2023, 'hero': 'https://pe.tedcdn.com/images/ted/a74696f0bf766d304840d03388d4234145fed6f1_2400x1800.jpg', 'speaker': 'Ruth Chang', 'title': 'How to make hard choices ', 'duration': 881, 'slug': 'ruth_chang_how_to_make_hard_choices', 'viewed_count': 4933204}, {'id': 924, 'hero': 'https://pe.tedcdn.com/images/ted/fd1ebbd085889f33892ea98787e53d6ce789bbc3_2880x1620.jpg', 'speaker': 'Sheena Iyengar', 'title': 'The art of choosing', 'duration': 1448, 'slug': 'sheena_iyengar_on_the_art_of_choosing', 'viewed_count': 3087795}, {'id': 2044, 'hero': 'https://pe.tedcdn.com/images/ted/42df3420fcc0c4055fe6e8447d0ab64f81135241_2400x1800.jpg', 'speaker': 'Renata Salecl', 'title': 'Our unhealthy obsession with choice', 'duration': 902, 'slug': 'renata_salecl_our_unhealthy_obsession_with_choice', 'viewed_count': 1445811}, {'id': 1330, 'hero': 'https://pe.tedcdn.com/images/ted/85a7a4590788ca5b50fda89db599791890136bce_2880x1620.jpg', 'speaker': 'Sheena Iyengar', 'title': 'How to make choosing easier', 'duration': 965, 'slug': 'sheena_iyengar_choosing_what_to_choose', 'viewed_count': 2314053}, {'id': 2799, 'hero': 'https://pe.tedcdn.com/images/ted/2e4d3e963bafd5fdc6f34d5706ff58fd3b2e22c1_2880x1620.jpg', 'speaker': 'Tim Ferriss', 'title': 'Why you should define your fears instead of your goals', 'duration': 801, 'slug': 'tim_ferriss_why_you_should_define_your_fears_instead_of_your_goals', 'viewed_count': 3180078}, {'id': 420, 'hero': 'https://pe.tedcdn.com/images/ted/62760_800x600.jpg', 'speaker': 'Dan Gilbert', 'title': 'Why we make bad decisions', 'duration': 2018, 'slug': 'dan_gilbert_researches_happiness', 'viewed_count': 3707223}]",Psychologist,"['business', 'choice', 'culture', 'decision-making', 'economics', 'happiness', 'personal growth', 'potential', 'psychology']",The paradox of choice,"https://www.ted.com/talks/barry_schwartz_on_the_paradox_of_choice +","I'm going to talk to you about some stuff that's in this book of mine that I hope will resonate with other things you've already heard, and I'll try to make some connections myself, in case you missed them.But I want to start with what I call the ""official dogma."" The official dogma of what? The official dogma of all Western industrial societies. And the official dogma runs like this: if we are interested in maximizing the welfare of our citizens, the way to do that is to maximize individual freedom. The reason for this is both that freedom is in and of itself good, valuable, worthwhile, essential to being human. And because if people have freedom, then each of us can act on our own to do the things that will maximize our welfare, and no one has to decide on our behalf. The way to maximize freedom is to maximize choice.The more choice people have, the more freedom they have, and the more freedom they have, the more welfare they have. This, I think, is so deeply embedded in the water supply that it wouldn't occur to anyone to question it. And it's also deeply embedded in our lives. I'll give you some examples of what modern progress has made possible for us.This is my supermarket. Not such a big one. I want to say just a word about salad dressing. 175 salad dressings in my supermarket, if you don't count the 10 extra-virgin olive oils and 12 balsamic vinegars you could buy to make a very large number of your own salad dressings, in the off-chance that none of the 175 the store has on offer suit you. So this is what the supermarket is like. And then you go to the consumer electronics store to set up a stereo system \u2014 speakers, CD player, tape player, tuner, amplifier \u2014 and in this one single consumer electronics store, there are that many stereo systems. We can construct six-and-a-half-million different stereo systems out of the components that are on offer in one store.You've got to admit that's a lot of choice. In other domains \u2014 the world of communications. There was a time, when I was a boy, when you could get any kind of telephone service you wanted, as long as it came from Ma Bell. You rented your phone. You didn't buy it. One consequence of that, by the way, is that the phone never broke. And those days are gone. We now have an almost unlimited variety of phones, especially in the world of cell phones. These are cell phones of the future. My favorite is the middle one \u2014 the MP3 player, nose hair trimmer, and cr\xe8me br\xfbl\xe9e torch.(Laughter)And if by some chance you haven't seen that in your store yet, you can rest assured that one day soon, you will. And what this does is it leads people to walk into their stores asking this question. And do you know what the answer to this question now is? The answer is ""no."" It is not possible to buy a cell phone that doesn't do too much.So, in other aspects of life that are much more significant than buying things, the same explosion of choice is true. Health care. It is no longer the case in the United States that you go to the doctor, and the doctor tells you what to do. Instead, you go to the doctor, and the doctor tells you, ""Well, we could do A, or we could do B. A has these benefits, and these risks. B has these benefits, and these risks. What do you want to do?"" And you say, ""Doc, what should I do?"" And the doc says, ""A has these benefits and risks, and B has these benefits and risks. What do you want to do?"" And you say, ""If you were me, Doc, what would you do?"" And the doc says, ""But I'm not you."" And the result is \u2014 we call it ""patient autonomy,"" which makes it sound like a good thing, but it really is a shifting of the burden and the responsibility for decision-making from somebody who knows something \u2014 namely, the doctor \u2014 to somebody who knows nothing and is almost certainly sick and thus not in the best shape to be making decisions \u2014 namely, the patient. There's enormous marketing of prescription drugs to people like you and me, which, if you think about it, makes no sense at all, since we can't buy them. Why do they market to us if we can't buy them? The answer is that they expect us to call our doctors the next morning and ask for our prescriptions to be changed.Something as dramatic as our identity has now become a matter of choice, as this slide is meant to indicate. We don't inherit an identity; we get to invent it. And we get to re-invent ourselves as often as we like. And that means that every day, when you wake up in the morning, you have to decide what kind of person you want to be. With respect to marriage and family, there was a time when the default assumption that almost everyone had is that you got married as soon as you could, and then you started having kids as soon as you could. The only real choice was who, not when, and not what you did after.Nowadays, everything is very much up for grabs. I teach wonderfully intelligent students, and I assign 20 percent less work than I used to. And it's not because they're less smart, and it's not because they're less diligent. It's because they are preoccupied, asking themselves, ""Should I get married or not? Should I get married now? Should I get married later? Should I have kids first, or a career first?"" All of these are consuming questions. And they're going to answer these questions, whether or not it means not doing all the work I assign and not getting a good grade in my courses. And indeed they should. These are important questions to answer.Work \u2014 we are blessed, as Carl was pointing out, with the technology that enables us to work every minute of every day from any place on the planet \u2014 except the Randolph Hotel.(Laughter)(Applause)There is one corner, by the way, that I'm not going to tell anybody about, where the WiFi actually works. I'm not telling you about it because I want to use it. So what this means, this incredible freedom of choice we have with respect to work, is that we have to make a decision, again and again and again, about whether we should or shouldn't be working. We can go to watch our kid play soccer, and we have our cell phone on one hip, and our Blackberry on our other hip, and our laptop, presumably, on our laps. And even if they're all shut off, every minute that we're watching our kid mutilate a soccer game, we are also asking ourselves, ""Should I answer this cell phone call? Should I respond to this email? Should I draft this letter?"" And even if the answer to the question is ""no,"" it's certainly going to make the experience of your kid's soccer game very different than it would've been.So everywhere we look, big things and small things, material things and lifestyle things, life is a matter of choice. And the world we used to live in looked like this. [Well, actually, they are written in stone.] That is to say, there were some choices, but not everything was a matter of choice. And the world we now live in looks like this.[The Ten Commandments DYI Kit]And the question is, is this good news, or bad news? And the answer is, ""yes.""(Laughter)We all know what's good about it, so I'm going to talk about what's bad about it. All of this choice has two effects, two negative effects on people. One effect, paradoxically, is that it produces paralysis, rather than liberation. With so many options to choose from, people find it very difficult to choose at all. I'll give you one very dramatic example of this: a study that was done of investments in voluntary retirement plans. A colleague of mine got access to investment records from Vanguard, the gigantic mutual-fund company of about a million employees and about 2,000 different workplaces. And what she found is that for every 10 mutual funds the employer offered, rate of participation went down two percent. You offer 50 funds \u2014 10 percent fewer employees participate than if you only offer five. Why? Because with 50 funds to choose from, it's so damn hard to decide which fund to choose, that you'll just put it off until tomorrow. And then tomorrow, and tomorrow, and tomorrow, and of course tomorrow never comes. Understand that not only does this mean that people are going to have to eat dog food when they retire because they don't have enough money put away, it also means that making the decision is so hard that they pass up significant matching money from the employer. By not participating, they are passing up as much as 5,000 dollars a year from the employer, who would happily match their contribution.So paralysis is a consequence of having too many choices. And I think it makes the world look like this.[And lastly, for all eternity, French, bleu cheese, or ranch?](Laughter)You really want to get the decision right if it's for all eternity, right? You don't want to pick the wrong mutual fund, or the wrong salad dressing. So that's one effect. The second effect is that even if we manage to overcome the paralysis and make a choice, we end up less satisfied with the result of the choice than we would be if we had fewer options to choose from. And there are several reasons for this. One of them is that with a lot of different salad dressings to choose from, if you buy one, and it's not perfect \u2014 and what salad dressing is? \u2014 it's easy to imagine you could have made a different choice that would have been better. And what happens is this imagined alternative induces you to regret the decision you made, and this regret subtracts from the satisfaction you get out of the decision you made, even if it was a good decision. The more options there are, the easier it is to regret anything at all that is disappointing about the option that you chose.Second, what economists call ""opportunity costs."" Dan Gilbert made a big point this morning of talking about how much the way in which we value things depends on what we compare them to. Well, when there are lots of alternatives to consider, it is easy to imagine the attractive features of alternatives that you reject that make you less satisfied with the alternative that you've chosen. Here's an example.[I can't stop thinking about those other available parking spaces on W 85th street]Sorry if you're not New Yorkers. Here's what you're supposed to be thinking. Here's this couple on the Hamptons. Very expensive real estate. Gorgeous beach. Beautiful day. They have it all to themselves. What could be better? ""Well, damn it,"" this guy is thinking, ""It's August. Everybody in my Manhattan neighborhood is away. I could be parking right in front of my building."" And he spends two weeks nagged by the idea that he is missing the opportunity, day after day, to have a great parking space. Opportunity costs subtract from the satisfaction we get out of what we choose, even when what we choose is terrific. And the more options there are to consider, the more attractive features of these options are going to be reflected by us as opportunity costs.Here's another example.(Laughter)Now this cartoon makes a lot of points. It makes points about living in the moment as well, and probably about doing things slowly. But one point it makes is that whenever you're choosing one thing, you're choosing not to do other things that may have lots of attractive features, and it's going to make what you're doing less attractive.Third: escalation of expectations. This hit me when I went to replace my jeans. I wear jeans almost all the time. There was a time when jeans came in one flavor, and you bought them, and they fit like crap, they were incredibly uncomfortable, if you wore them and washed them enough times, they started to feel OK. I went to replace my jeans after years of wearing these old ones, and I said, ""I want a pair of jeans. Here's my size."" And the shopkeeper said, ""Do you want slim fit, easy fit, relaxed fit? You want button fly or zipper fly? You want stonewashed or acid-washed? Do you want them distressed? You want boot cut, tapered, blah blah."" On and on he went. My jaw dropped. And after I recovered, I said, ""I want the kind that used to be the only kind.""(Laughter)He had no idea what that was,(Laughter)so I spent an hour trying on all these damn jeans, and I walked out of the store \u2014 truth! \u2014 with the best-fitting jeans I had ever had. I did better.All this choice made it possible for me to do better. But \u2014 I felt worse. Why? I wrote a whole book to try to explain this to myself. The reason \u2014(Laughter)The reason I felt worse is that, with all of these options available, my expectations about how good a pair of jeans should be went up. I had very low, no particular expectations when they only came in one flavor. When they came in 100 flavors, damn it, one of them should've been perfect. And what I got was good, but it wasn't perfect. And so I compared what I got to what I expected, and what I got was disappointing in comparison to what I expected. Adding options to people's lives can't help but increase the expectations people have about how good those options will be. And what that's going to produce is less satisfaction with results, even when they're good results. Nobody in the world of marketing knows this.[It all looks so great. I can't wait to be disappointed.]Because if they did, you wouldn't all know what this was about. The truth is more like this.[Everything was better back when everything was worse]The reason that everything was better back when everything was worse is that when everything was worse, it was actually possible for people to have experiences that were a pleasant surprise. Nowadays, the world we live in \u2014 we affluent, industrialized citizens, with perfection the expectation \u2014 the best you can ever hope for is that stuff is as good as you expect it to be. You will never be pleasantly surprised because your expectations, my expectations, have gone through the roof. The secret to happiness \u2014 this is what you all came for \u2014 the secret to happiness is low expectations.(Laughter)[You'll do](Applause)(Laughter)I want to say \u2014 just a little autobiographical moment \u2014 that I actually am married to a wife, and she's really quite wonderful. I couldn't have done better. I didn't settle. But settling isn't always such a bad thing.Finally \u2014 One consequence of buying a bad-fitting pair of jeans when there is only one kind to buy is that when you are dissatisfied, and you ask why, who's responsible, the answer is clear: the world is responsible. What could you do? When there are hundreds of different styles of jeans available, and you buy one that is disappointing, and you ask why, who's responsible? It is equally clear that the answer to the question is ""you."" You could have done better. With a hundred different kinds of jeans on display, there is no excuse for failure. And so when people make decisions, and even though the results of the decisions are good, they feel disappointed about them; they blame themselves.Clinical depression has exploded in the industrial world in the last generation. I believe a significant \u2014 not the only, but a significant \u2014 contributor to this explosion of depression, and also suicide, is that people have experiences that are disappointing because their standards are so high, and then when they have to explain these experiences to themselves, they think they're at fault. And so the net result is that we do better in general, objectively, and we feel worse. So let me remind you. This is the official dogma, the one that we all take to be true, and it's all false. It is not true. There's no question that some choice is better than none, but it doesn't follow from that that more choice is better than some choice. There's some magical amount. I don't know what it is. I'm pretty confident that we have long since passed the point where options improve our welfare.Now, as a policy matter \u2014 I'm almost done \u2014 as a policy matter, the thing to think about is this: what enables all of this choice in industrial societies is material affluence. There are lots of places in the world, and we have heard about several of them, where their problem is not that they have too much choice. Their problem is that they have too little. So the stuff I'm talking about is the peculiar problem of modern, affluent, Western societies. And what is so frustrating and infuriating is this: Steve Levitt talked to you yesterday about how these expensive and difficult-to-install child seats don't help. It's a waste of money. What I'm telling you is that these expensive, complicated choices \u2014 it's not simply that they don't help. They actually hurt. They actually make us worse off.If some of what enables people in our societies to make all of the choices we make were shifted to societies in which people have too few options, not only would those people's lives be improved, but ours would be improved also, which is what economists call a ""Pareto-improving move."" Income redistribution will make everyone better off \u2014 not just poor people \u2014 because of how all this excess choice plagues us. So to conclude. [You can be anything you want to be \u2014 no limits] You're supposed to read this cartoon, and, being a sophisticated person, say, ""Ah! What does this fish know? You know, nothing is possible in this fishbowl."" Impoverished imagination, a myopic view of the world \u2014 and that's the way I read it at first. The more I thought about it, however, the more I came to the view that this fish knows something. Because the truth of the matter is that if you shatter the fishbowl so that everything is possible, you don't have freedom. You have paralysis. If you shatter this fishbowl so that everything is possible, you decrease satisfaction. You increase paralysis, and you decrease satisfaction.Everybody needs a fishbowl. This one is almost certainly too limited \u2014 perhaps even for the fish, certainly for us. But the absence of some metaphorical fishbowl is a recipe for misery, and, I suspect, disaster.Thank you very much.(Applause)" +611081,124,"In the quest to map the brain, many scientists have attempted the incredibly daunting task of recording the activity of each neuron. Gero Miesenboeck works backward -- manipulating specific neurons to figure out exactly what they do, through a series of stunning experiments that reengineer the way fruit flies percieve light.",1054,TEDGlobal 2010,1279238400,28,Gero Miesenboeck,Gero Miesenboeck: Re-engineering the brain,1,1288824240,"[{'id': 8, 'name': 'Informative', 'count': 260}, {'id': 23, 'name': 'Jaw-dropping', 'count': 163}, {'id': 22, 'name': 'Fascinating', 'count': 393}, {'id': 9, 'name': 'Ingenious', 'count': 258}, {'id': 10, 'name': 'Inspiring', 'count': 108}, {'id': 2, 'name': 'Confusing', 'count': 29}, {'id': 7, 'name': 'Funny', 'count': 39}, {'id': 24, 'name': 'Persuasive', 'count': 58}, {'id': 3, 'name': 'Courageous', 'count': 16}, {'id': 1, 'name': 'Beautiful', 'count': 26}, {'id': 11, 'name': 'Longwinded', 'count': 20}, {'id': 25, 'name': 'OK', 'count': 24}, {'id': 26, 'name': 'Obnoxious', 'count': 8}, {'id': 21, 'name': 'Unconvincing', 'count': 11}]","[{'id': 967, 'hero': 'https://pe.tedcdn.com/images/ted/202580_800x600.jpg', 'speaker': 'Sebastian Seung', 'title': 'I am my connectome', 'duration': 1165, 'slug': 'sebastian_seung', 'viewed_count': 942928}, {'id': 653, 'hero': 'https://pe.tedcdn.com/images/ted/300e156af7ba3fb3d25010bc72be4d010051e525_1600x1200.jpg', 'speaker': 'Beau Lotto', 'title': 'Optical illusions show how we see', 'duration': 990, 'slug': 'beau_lotto_optical_illusions_show_how_we_see', 'viewed_count': 5006254}, {'id': 637, 'hero': 'https://pe.tedcdn.com/images/ted/6b718302f7b4ab717b043ab17d41ab0a048fb660_2880x1620.jpg', 'speaker': 'Oliver Sacks', 'title': 'What hallucination reveals about our minds', 'duration': 1128, 'slug': 'oliver_sacks_what_hallucination_reveals_about_our_minds', 'viewed_count': 4233376}, {'id': 1674, 'hero': 'https://pe.tedcdn.com/images/ted/358f8320e4a3b2a9f21dc6ae0585b8ddc071c1a5_1600x1200.jpg', 'speaker': 'Michael Dickinson', 'title': 'How a fly flies', 'duration': 955, 'slug': 'michael_dickinson_how_a_fly_flies', 'viewed_count': 1555693}, {'id': 1146, 'hero': 'https://pe.tedcdn.com/images/ted/29fe2e14406be124c2d750736328ef617a156e10_800x600.jpg', 'speaker': 'Ed Boyden', 'title': 'A light switch for neurons', 'duration': 1104, 'slug': 'ed_boyden', 'viewed_count': 931563}, {'id': 1689, 'hero': 'https://pe.tedcdn.com/images/ted/fa49d98edc6c1a1a5732ba2aeaac2e1f15ac3ac2_1600x1200.jpg', 'speaker': 'David Anderson', 'title': 'Your brain is more than a bag of chemicals', 'duration': 925, 'slug': 'david_anderson_your_brain_is_more_than_a_bag_of_chemicals', 'viewed_count': 1342495}]",Optogeneticist,"['biology', 'brain', 'neuroscience', 'science']",Re-engineering the brain,"https://www.ted.com/talks/gero_miesenboeck +","I have a doppelganger. (Laughter) Dr. Gero is a brilliant but slightly mad scientist in the ""Dragonball Z: Android Saga."" If you look very carefully, you see that his skull has been replaced with a transparent Plexiglas dome so that the workings of his brain can be observed and also controlled with light. That's exactly what I do \u2014 optical mind control.(Laughter)But in contrast to my evil twin who lusts after world domination, my motives are not sinister. I control the brain in order to understand how it works. Now wait a minute, you may say, how can you go straight to controlling the brain without understanding it first? Isn't that putting the cart before the horse? Many neuroscientists agree with this view and think that understanding will come from more detailed observation and analysis. They say, ""If we could record the activity of our neurons, we would understand the brain."" But think for a moment what that means. Even if we could measure what every cell is doing at all times, we would still have to make sense of the recorded activity patterns, and that's so difficult, chances are we'll understand these patterns just as little as the brains that produce them.Take a look at what brain activity might look like. In this simulation, each black dot is one nerve cell. The dot is visible whenever a cell fires an electrical impulse. There's 10,000 neurons here. So you're looking at roughly one percent of the brain of a cockroach. Your brains are about 100 million times more complicated. Somewhere, in a pattern like this, is you, your perceptions, your emotions, your memories, your plans for the future. But we don't know where, since we don't know how to read the pattern. We don't understand the code used by the brain. To make progress, we need to break the code. But how? An experienced code-breaker will tell you that in order to figure out what the symbols in a code mean, it's essential to be able to play with them, to rearrange them at will. So in this situation too, to decode the information contained in patterns like this, watching alone won't do. We need to rearrange the pattern. In other words, instead of recording the activity of neurons, we need to control it. It's not essential that we can control the activity of all neurons in the brain, just some. The more targeted our interventions, the better. And I'll show you in a moment how we can achieve the necessary precision.And since I'm realistic, rather than grandiose, I don't claim that the ability to control the function of the nervous system will at once unravel all its mysteries. But we'll certainly learn a lot. Now, I'm by no means the first person to realize how powerful a tool intervention is. The history of attempts to tinker with the function of the nervous system is long and illustrious. It dates back at least 200 years, to Galvani's famous experiments in the late 18th century and beyond. Galvani showed that a frog's legs twitched when he connected the lumbar nerve to a source of electrical current. This experiment revealed the first, and perhaps most fundamental, nugget of the neural code: that information is written in the form of electrical impulses. Galvani's approach of probing the nervous system with electrodes has remained state-of-the-art until today, despite a number of drawbacks. Sticking wires into the brain is obviously rather crude. It's hard to do in animals that run around, and there is a physical limit to the number of wires that can be inserted simultaneously.So around the turn of the last century, I started to think, ""Wouldn't it be wonderful if one could take this logic and turn it upside down?"" So instead of inserting a wire into one spot of the brain, re-engineer the brain itself so that some of its neural elements become responsive to diffusely broadcast signals such as a flash of light. Such an approach would literally, in a flash of light, overcome many of the obstacles to discovery. First, it's clearly a non-invasive, wireless form of communication. And second, just as in a radio broadcast, you can communicate with many receivers at once. You don't need to know where these receivers are, and it doesn't matter if these receivers move \u2014 just think of the stereo in your car. It gets even better, for it turns out that we can fabricate the receivers out of materials that are encoded in DNA. So each nerve cell with the right genetic makeup will spontaneously produce a receiver that allows us to control its function. I hope you'll appreciate the beautiful simplicity of this concept. There's no high-tech gizmos here, just biology revealed through biology.Now let's take a look at these miraculous receivers up close. As we zoom in on one of these purple neurons, we see that its outer membrane is studded with microscopic pores. Pores like these conduct electrical current and are responsible for all the communication in the nervous system. But these pores here are special. They are coupled to light receptors similar to the ones in your eyes. Whenever a flash of light hits the receptor, the pore opens, an electrical current is switched on, and the neuron fires electrical impulses. Because the light-activated pore is encoded in DNA, we can achieve incredible precision. This is because, although each cell in our bodies contains the same set of genes, different mixes of genes get turned on and off in different cells. You can exploit this to make sure that only some neurons contain our light-activated pore and others don't. So in this cartoon, the bluish white cell in the upper-left corner does not respond to light because it lacks the light-activated pore. The approach works so well that we can write purely artificial messages directly to the brain. In this example, each electrical impulse, each deflection on the trace, is caused by a brief pulse of light. And the approach, of course, also works in moving, behaving animals.This is the first ever such experiment, sort of the optical equivalent of Galvani's. It was done six or seven years ago by my then graduate student, Susana Lima. Susana had engineered the fruit fly on the left so that just two out of the 200,000 cells in its brain expressed the light-activated pore. You're familiar with these cells because they are the ones that frustrate you when you try to swat the fly. They trained the escape reflex that makes the fly jump into the air and fly away whenever you move your hand in position. And you can see here that the flash of light has exactly the same effect. The animal jumps, it spreads its wings, it vibrates them, but it can't actually take off because the fly is sandwiched between two glass plates. Now to make sure that this was no reaction of the fly to a flash it could see, Susana did a simple but brutally effective experiment. She cut the heads off of her flies. These headless bodies can live for about a day, but they don't do much. They just stand around and groom excessively. So it seems that the only trait that survives decapitation is vanity. (Laughter) Anyway, as you'll see in a moment, Susana was able to turn on the flight motor of what's the equivalent of the spinal cord of these flies and get some of the headless bodies to actually take off and fly away. They didn't get very far, obviously. Since we took these first steps, the field of optogenetics has exploded. And there are now hundreds of labs using these approaches.And we've come a long way since Galvani's and Susana's first successes in making animals twitch or jump. We can now actually interfere with their psychology in rather profound ways, as I'll show you in my last example, which is directed at a familiar question. Life is a string of choices creating a constant pressure to decide what to do next. We cope with this pressure by having brains, and within our brains, decision-making centers that I've called here the ""Actor."" The Actor implements a policy that takes into account the state of the environment and the context in which we operate. Our actions change the environment, or context, and these changes are then fed back into the decision loop.Now to put some neurobiological meat on this abstract model, we constructed a simple one-dimensional world for our favorite subject, fruit flies. Each chamber in these two vertical stacks contains one fly. The left and the right halves of the chamber are filled with two different odors, and a security camera watches as the flies pace up and down between them. Here's some such CCTV footage. Whenever a fly reaches the midpoint of the chamber where the two odor streams meet, it has to make a decision. It has to decide whether to turn around and stay in the same odor, or whether to cross the midline and try something new. These decisions are clearly a reflection of the Actor's policy. Now for an intelligent being like our fly, this policy is not written in stone but rather changes as the animal learns from experience. We can incorporate such an element of adaptive intelligence into our model by assuming that the fly's brain contains not only an Actor, but a different group of cells, a ""Critic,"" that provides a running commentary on the Actor's choices. You can think of this nagging inner voice as sort of the brain's equivalent of the Catholic Church, if you're an Austrian like me, or the super-ego, if you're Freudian, or your mother, if you're Jewish.(Laughter)Now obviously, the Critic is a key ingredient in what makes us intelligent. So we set out to identify the cells in the fly's brain that played the role of the Critic. And the logic of our experiment was simple. We thought if we could use our optical remote control to activate the cells of the Critic, we should be able, artificially, to nag the Actor into changing its policy. In other words, the fly should learn from mistakes that it thought it had made but, in reality, it had not made. So we bred flies whose brains were more or less randomly peppered with cells that were light addressable. And then we took these flies and allowed them to make choices. And whenever they made one of the two choices, chose one odor, in this case the blue one over the orange one, we switched on the lights. If the Critic was among the optically activated cells, the result of this intervention should be a change in policy. The fly should learn to avoid the optically reinforced odor.Here's what happened in two instances: We're comparing two strains of flies, each of them having about 100 light-addressable cells in their brains, shown here in green on the left and on the right. What's common among these groups of cells is that they all produce the neurotransmitter dopamine. But the identities of the individual dopamine-producing neurons are clearly largely different on the left and on the right. Optically activating these hundred or so cells into two strains of flies has dramatically different consequences. If you look first at the behavior of the fly on the right, you can see that whenever it reaches the midpoint of the chamber where the two odors meet, it marches straight through, as it did before. Its behavior is completely unchanged. But the behavior of the fly on the left is very different. Whenever it comes up to the midpoint, it pauses, it carefully scans the odor interface as if it was sniffing out its environment, and then it turns around. This means that the policy that the Actor implements now includes an instruction to avoid the odor that's in the right half of the chamber. This means that the Critic must have spoken in that animal, and that the Critic must be contained among the dopamine-producing neurons on the left, but not among the dopamine producing neurons on the right.Through many such experiments, we were able to narrow down the identity of the Critic to just 12 cells. These 12 cells, as shown here in green, send the output to a brain structure called the ""mushroom body,"" which is shown here in gray. We know from our formal model that the brain structure at the receiving end of the Critic's commentary is the Actor. So this anatomy suggests that the mushroom bodies have something to do with action choice. Based on everything we know about the mushroom bodies, this makes perfect sense. In fact, it makes so much sense that we can construct an electronic toy circuit that simulates the behavior of the fly. In this electronic toy circuit, the mushroom body neurons are symbolized by the vertical bank of blue LEDs in the center of the board. These LED's are wired to sensors that detect the presence of odorous molecules in the air. Each odor activates a different combination of sensors, which in turn activates a different odor detector in the mushroom body. So the pilot in the cockpit of the fly, the Actor, can tell which odor is present simply by looking at which of the blue LEDs lights up.What the Actor does with this information depends on its policy, which is stored in the strengths of the connection, between the odor detectors and the motors that power the fly's evasive actions. If the connection is weak, the motors will stay off and the fly will continue straight on its course. If the connection is strong, the motors will turn on and the fly will initiate a turn. Now consider a situation in which the motors stay off, the fly continues on its path and it suffers some painful consequence such as getting zapped. In a situation like this, we would expect the Critic to speak up and to tell the Actor to change its policy. We have created such a situation, artificially, by turning on the critic with a flash of light. That caused a strengthening of the connections between the currently active odor detector and the motors. So the next time the fly finds itself facing the same odor again, the connection is strong enough to turn on the motors and to trigger an evasive maneuver.I don't know about you, but I find it exhilarating to see how vague psychological notions evaporate and give rise to a physical, mechanistic understanding of the mind, even if it's the mind of the fly. This is one piece of good news. The other piece of good news, for a scientist at least, is that much remains to be discovered. In the experiments I told you about, we have lifted the identity of the Critic, but we still have no idea how the Critic does its job. Come to think of it, knowing when you're wrong without a teacher, or your mother, telling you, is a very hard problem. There are some ideas in computer science and in artificial intelligence as to how this might be done, but we still haven't solved a single example of how intelligent behavior springs from the physical interactions in living matter. I think we'll get there in the not too distant future.Thank you.(Applause)" +1778606,427,"We think of pain as a symptom, but there are cases where the nervous system develops feedback loops and pain becomes a terrifying disease in itself. Starting with the story of a girl whose sprained wrist turned into a nightmare, Elliot Krane talks about the complex mystery of chronic pain, and reviews the facts we're just learning about how it works and how to treat it.",494,TED2011,1299024000,38,Elliot Krane,Elliot Krane: The mystery of chronic pain,1,1305728580,"[{'id': 8, 'name': 'Informative', 'count': 1494}, {'id': 1, 'name': 'Beautiful', 'count': 58}, {'id': 22, 'name': 'Fascinating', 'count': 596}, {'id': 7, 'name': 'Funny', 'count': 111}, {'id': 25, 'name': 'OK', 'count': 142}, {'id': 24, 'name': 'Persuasive', 'count': 178}, {'id': 10, 'name': 'Inspiring', 'count': 359}, {'id': 9, 'name': 'Ingenious', 'count': 94}, {'id': 23, 'name': 'Jaw-dropping', 'count': 61}, {'id': 3, 'name': 'Courageous', 'count': 50}, {'id': 21, 'name': 'Unconvincing', 'count': 22}, {'id': 11, 'name': 'Longwinded', 'count': 17}, {'id': 2, 'name': 'Confusing', 'count': 12}, {'id': 26, 'name': 'Obnoxious', 'count': 1}]","[{'id': 184, 'hero': 'https://pe.tedcdn.com/images/ted/ca8d90c65e9e596127b720b648a07dfd2ea45e7d_2880x1620.jpg', 'speaker': 'VS Ramachandran', 'title': '3 clues to understanding your brain', 'duration': 1414, 'slug': 'vilayanur_ramachandran_on_your_mind', 'viewed_count': 3930323}, {'id': 142, 'hero': 'https://pe.tedcdn.com/images/ted/bd6a41c08b773bcca10fe0b1a78176457dd10081_2880x1620.jpg', 'speaker': 'Alan Russell', 'title': 'The potential of regenerative medicine', 'duration': 1165, 'slug': 'alan_russell_on_regenerating_our_bodies', 'viewed_count': 1427768}, {'id': 1251, 'hero': 'https://pe.tedcdn.com/images/ted/bc19fd6b99a64515a4ae0528e2080a72241ede6e_800x600.jpg', 'speaker': 'Todd Kuiken', 'title': 'A prosthetic arm that ""feels""', 'duration': 1131, 'slug': 'todd_kuiken_a_prosthetic_arm_that_feels', 'viewed_count': 841471}, {'id': 2244, 'hero': 'https://pe.tedcdn.com/images/ted/16565cf6939650dbd2041621c744d049820c1130_2880x1620.jpg', 'speaker': 'Greg Gage', 'title': ""How to control someone else's arm with your brain"", 'duration': 352, 'slug': 'greg_gage_how_to_control_someone_else_s_arm_with_your_brain', 'viewed_count': 4614146}, {'id': 2285, 'hero': 'https://pe.tedcdn.com/images/ted/5efb76855ee037f1b0d5c2b713c42dc745a4c2ec_2880x1620.jpg', 'speaker': 'Latif Nasser', 'title': 'The amazing story of the man who gave us modern pain relief', 'duration': 831, 'slug': 'latif_nasser_the_amazing_story_of_the_man_who_gave_us_modern_pain_relief', 'viewed_count': 1531578}, {'id': 1935, 'hero': 'https://pe.tedcdn.com/images/ted/803ec7085bb7b0d8be729507bb8d50332390f62a_1600x1200.jpg', 'speaker': 'Siddharthan Chandran', 'title': 'Can the damaged brain repair itself?', 'duration': 957, 'slug': 'siddharthan_chandran_can_the_damaged_brain_repair_itself', 'viewed_count': 1022910}]",Pediatric anesthesiologist,"['Senses', 'brain', 'health', 'health care', 'pain', 'science']",The mystery of chronic pain,"https://www.ted.com/talks/elliot_krane_the_mystery_of_chronic_pain +","I'm a pediatrician and an anesthesiologist, so I put children to sleep for a living. (Laughter) And I'm an academic, so I put audiences to sleep for free. (Laughter) But what I actually mostly do is I manage the pain management service at the Packard Children's Hospital up at Stanford in Palo Alto. And it's from the experience from about 20 or 25 years of doing that that I want to bring to you the message this morning, that pain is a disease.Now most of the time, you think of pain as a symptom of a disease, and that's true most of the time. It's the symptom of a tumor or an infection or an inflammation or an operation. But about 10 percent of the time, after the patient has recovered from one of those events, pain persists. It persists for months and oftentimes for years, and when that happens, it is its own disease. And before I tell you about how it is that we think that happens and what we can do about it, I want to show you how it feels for my patients. So imagine, if you will, that I'm stroking your arm with this feather, as I'm stroking my arm right now. Now, I want you to imagine that I'm stroking it with this. Please keep your seat. (Laughter) A very different feeling. Now what does it have to do with chronic pain? Imagine, if you will, these two ideas together. Imagine what your life would be like if I were to stroke it with this feather, but your brain was telling you that this is what you are feeling \u2014 and that is the experience of my patients with chronic pain. In fact, imagine something even worse. Imagine I were to stroke your child's arm with this feather, and their brain [was] telling them that they were feeling this hot torch.That was the experience of my patient, Chandler, whom you see in the photograph. As you can see, she's a beautiful, young woman. She was 16 years old last year when I met her, and she aspired to be a professional dancer. And during the course of one of her dance rehearsals, she fell on her outstretched arm and sprained her wrist. Now you would probably imagine, as she did, that a wrist sprain is a trivial event in a person's life. Wrap it in an ACE bandage, take some ibuprofen for a week or two, and that's the end of the story. But in Chandler's case, that was the beginning of the story. This is what her arm looked like when she came to my clinic about three months after her sprain. You can see that the arm is discolored, purplish in color. It was cadaverically cold to the touch. The muscles were frozen, paralyzed \u2014 dystonic is how we refer to that. The pain had spread from her wrist to her hands, to her fingertips, from her wrist up to her elbow, almost all the way to her shoulder.But the worst part was, not the spontaneous pain that was there 24 hours a day. The worst part was that she had allodynia, the medical term for the phenomenon that I just illustrated with the feather and with the torch. The lightest touch of her arm \u2014 the touch of a hand, the touch even of a sleeve, of a garment, as she put it on \u2014 caused excruciating, burning pain.How can the nervous system get this so wrong? How can the nervous system misinterpret an innocent sensation like the touch of a hand and turn it into the malevolent sensation of the touch of the flame? Well you probably imagine that the nervous system in the body is hardwired like your house. In your house, wires run in the wall, from the light switch to a junction box in the ceiling and from the junction box to the light bulb. And when you turn the switch on, the light goes on. And when you turn the switch off, the light goes off. So people imagine the nervous system is just like that. If you hit your thumb with a hammer, these wires in your arm \u2014 that, of course, we call nerves \u2014 transmit the information into the junction box in the spinal cord where new wires, new nerves, take the information up to the brain where you become consciously aware that your thumb is now hurt.But the situation, of course, in the human body is far more complicated than that. Instead of it being the case that that junction box in the spinal cord is just simple where one nerve connects with the next nerve by releasing these little brown packets of chemical information called neurotransmitters in a linear one-on-one fashion, in fact, what happens is the neurotransmitters spill out in three dimensions \u2014 laterally, vertically, up and down in the spinal cord \u2014 and they start interacting with other adjacent cells. These cells, called glial cells, were once thought to be unimportant structural elements of the spinal cord that did nothing more than hold all the important things together, like the nerves. But it turns out the glial cells have a vital role in the modulation, amplification and, in the case of pain, the distortion of sensory experiences. These glial cells become activated. Their DNA starts to synthesize new proteins, which spill out and interact with adjacent nerves, and they start releasing their neurotransmitters, and those neurotransmitters spill out and activate adjacent glial cells, and so on and so forth, until what we have is a positive feedback loop.It's almost as if somebody came into your home and rewired your walls so that the next time you turned on the light switch, the toilet flushed three doors down, or your dishwasher went on, or your computer monitor turned off. That's crazy, but that's, in fact, what happens with chronic pain. And that's why pain becomes its own disease. The nervous system has plasticity. It changes, and it morphs in response to stimuli.Well, what do we do about that? What can we do in a case like Chandler's? We treat these patients in a rather crude fashion at this point in time. We treat them with symptom-modifying drugs \u2014 painkillers \u2014 which are, frankly, not very effective for this kind of pain. We take nerves that are noisy and active that should be quiet, and we put them to sleep with local anesthetics. And most importantly, what we do is we use a rigorous, and often uncomfortable, process of physical therapy and occupational therapy to retrain the nerves in the nervous system to respond normally to the activities and sensory experiences that are part of everyday life. And we support all of that with an intensive psychotherapy program to address the despondency, despair and depression that always accompanies severe, chronic pain.It's successful, as you can see from this video of Chandler, who, two months after we first met her, is now doings a back flip. And I had lunch with her yesterday because she's a college student studying dance at Long Beach here, and she's doing absolutely fantastic.But the future is actually even brighter. The future holds the promise that new drugs will be developed that are not symptom-modifying drugs that simply mask the problem, as we have now, but that will be disease-modifying drugs that will actually go right to the root of the problem and attack those glial cells, or those pernicious proteins that the glial cells elaborate, that spill over and cause this central nervous system wind-up, or plasticity, that so is capable of distorting and amplifying the sensory experience that we call pain. So I have hopethat in the future, the prophetic words of George Carlin will be realized, who said, ""My philosophy: No pain, no pain.""Thank you very much.(Applause)" +442623,69,"Evolutionary biologist Paul Ewald drags us into the sewer to discuss germs. Why are some more harmful than others? How could we make the harmful ones benign? Searching for answers, he examines a disgusting, fascinating case: diarrhea.",1071,TED2007,1172880000,18,Paul Ewald,Paul Ewald: Can we domesticate germs?,1,1210122000,"[{'id': 22, 'name': 'Fascinating', 'count': 172}, {'id': 8, 'name': 'Informative', 'count': 252}, {'id': 9, 'name': 'Ingenious', 'count': 131}, {'id': 24, 'name': 'Persuasive', 'count': 141}, {'id': 25, 'name': 'OK', 'count': 43}, {'id': 21, 'name': 'Unconvincing', 'count': 22}, {'id': 7, 'name': 'Funny', 'count': 8}, {'id': 1, 'name': 'Beautiful', 'count': 9}, {'id': 10, 'name': 'Inspiring', 'count': 66}, {'id': 2, 'name': 'Confusing', 'count': 19}, {'id': 11, 'name': 'Longwinded', 'count': 30}, {'id': 3, 'name': 'Courageous', 'count': 18}, {'id': 23, 'name': 'Jaw-dropping', 'count': 28}, {'id': 26, 'name': 'Obnoxious', 'count': 6}]","[{'id': 499, 'hero': 'https://pe.tedcdn.com/images/ted/80325_800x600.jpg', 'speaker': 'Nathan Wolfe', 'title': 'The jungle search for viruses', 'duration': 735, 'slug': 'nathan_wolfe_hunts_for_the_next_aids', 'viewed_count': 1045622}, {'id': 331, 'hero': 'https://pe.tedcdn.com/images/ted/52117_480x360.jpg', 'speaker': 'Paul Rothemund', 'title': 'DNA folding, in detail', 'duration': 984, 'slug': 'paul_rothemund_details_dna_folding', 'viewed_count': 501254}, {'id': 261, 'hero': 'https://pe.tedcdn.com/images/ted/fb4c347b0379b8b7b8fe3ea17a8b0f8f2b583708_2880x1620.jpg', 'speaker': 'Joshua Klein', 'title': 'A thought experiment on the intelligence of crows', 'duration': 606, 'slug': 'joshua_klein_on_the_intelligence_of_crows', 'viewed_count': 2398373}, {'id': 1641, 'hero': 'https://pe.tedcdn.com/images/ted/e5a83197dda31e3be388cbaabb2add1d27ee24ad_1600x1200.jpg', 'speaker': 'Hadyn Parry', 'title': 'Re-engineering mosquitos to fight disease', 'duration': 837, 'slug': 'hadyn_parry_re_engineering_mosquitos_to_fight_disease', 'viewed_count': 943951}, {'id': 1819, 'hero': 'https://pe.tedcdn.com/images/ted/b8940e79dc9c1e6aa19b562539aa6d70b83da1f5_2880x1620.jpg', 'speaker': 'Sonia Shah', 'title': '3 reasons we still haven\u2019t gotten rid of malaria', 'duration': 918, 'slug': 'sonia_shah_3_reasons_we_still_haven_t_gotten_rid_of_malaria', 'viewed_count': 1118296}, {'id': 2793, 'hero': 'https://pe.tedcdn.com/images/ted/8983c0874eebad4f66246624c3d65aacd5952409_2880x1620.jpg', 'speaker': 'Nina Fedoroff', 'title': 'A secret weapon against Zika and other mosquito-borne diseases', 'duration': 910, 'slug': 'nina_fedoroff_a_secret_weapon_against_zika_and_other_mosquito_borne_diseases', 'viewed_count': 841247}]",Evolutionary biologist,"['bacteria', 'biology', 'disease', 'evolution', 'global issues', 'health', 'illness', 'medicine', 'microbiology', 'science']",Can we domesticate germs?,"https://www.ted.com/talks/paul_ewald_asks_can_we_domesticate_germs +","What I'd like to do is just drag us all down into the gutter, and actually all the way down into the sewer because I want to talk about diarrhea. And in particular, I want to talk about the design of diarrhea. And when evolutionary biologists talk about design, they really mean design by natural selection. And that brings me to the title of the talk, ""Using Evolution to Design Disease Organisms Intelligently."" And I also have a little bit of a sort of smartass subtitle to this. But I'm not just doing this to be cute. I really think that this subtitle explains what somebody like me, who's sort of a Darwin wannabe, how they actually look at one's role in sort of coming into this field of health sciences and medicine. It's really not a very friendly field for evolutionary biologists. You actually see a great potential, but you see a lot of people who are sort of defending their turf, and may actually be very resistant, when one tries to introduce ideas.So, all of the talk today is going to deal with two general questions. One is that, why are some disease organisms more harmful? And a very closely related question, which is, how can we take control of this situation once we understand the answer to the first question? How can we make the harmful organisms more mild? And I'm going to be talking, to begin with, as I said, about diarrheal disease organisms. And the focus when I'm talking about the diarrheal organisms, as well as the focus when I'm talking about any organisms that cause acute infectious disease, is to think about the problem from a germ's point of view, germ's-eye view. And in particular, to think about a fundamental idea which I think makes sense out of a tremendous amount of variation in the harmfulness of disease organisms. And that idea is that from the germ's-eye point of view, disease organisms have to get from one host to another, and often they have to rely on the well-being of the host to move them to another host.But not always. Sometimes, you get disease organisms that don't rely on host mobility at all for transmission. And when you have that, then evolutionary theory tells us that natural selection will favor the more exploitative, more predator-like organisms. So, natural selection will favor organisms that are more likely to cause damage. If instead transmission to another host requires host mobility, then we expect that the winners of the competition will be the milder organisms. So, if the pathogen doesn't need the host to be healthy and active, and actual selection favors pathogens that take advantage of those hosts, the winners in the competition are those that exploit the hosts for their own reproductive success. But if the host needs to be mobile in order to transmit the pathogen, then it's the benign ones that tend to be the winners.So, I'm going to begin by applying this idea to diarrheal diseases. Diarrheal disease organisms get transmitted in basically three ways. They can be transmitted from person-to-person contact, person-to-food-then-to-person contact, when somebody eats contaminated food, or they can be transmitted through the water. And when they're transmitted through the water, unlike the first two modes of transmission, these pathogens don't rely on a healthy host for transmission. A person can be sick in bed and still infect tens, even hundreds of other individuals. To sort of illustrate that, this diagram emphasizes that if you've got a sick person in bed, somebody's going to be taking out the contaminated materials. They're going to wash those contaminated materials, and then the water may move into sources of drinking water. People will come in to those places where you've got contaminated drinking water, bring things back to the family, may drink right at that point. The whole point is that a person who can't move can still infect many other individuals.And so, the theory tells us that when diarrheal disease organisms are transported by water, we expect them to be more predator-like, more harmful. And you can test these ideas. So, one way you can test is just look at all diarrheal bacteria, and see whether or not the ones that tend to be more transmitted by water, tend to be more harmful. And the answer is \u2014 yep, they are. Now I put those names in there just for the bacteria buffs, but the main point here is that \u2014 (Laughter) there's a lot of them here, I can tell \u2014 the main point here is that those data points all show a very strong, positive association between the degree to which a disease organism is transmitted by water, and how harmful they are, how much death they cause per untreated infection. So this suggests we're on the right track. But this, to me, suggests that we really need to ask some additional questions.Remember the second question that I raised at the outset was, how can we use this knowledge to make disease organisms evolve to be mild? Now, this suggests that if you could just block waterborne transmission, you could cause disease organisms to shift from the right-hand side of that graph to the left-hand side of the graph. But it doesn't tell you how long. I mean, if this would require thousands of years, then it's worthless in terms of controlling of these pathogens. But if it could occur in just a few years, then it might be a very important way to control some of the nasty problems that we haven't been able to control. In other words, this suggests that we could domesticate these organisms. We could make them evolve to be not so harmful to us.And so, as I was thinking about this, I focused on this organism, which is the El Tor biotype of the organism called Vibrio cholerae. And that is the species of organism that is responsible for causing cholera. And the reason I thought this is a really great organism to look at is that we understand why it's so harmful. It's harmful because it produces a toxin, and that toxin is released when the organism gets into our intestinal tract. It causes fluid to flow from the cells that line our intestine into the lumen, the internal chamber of our intestine, and then that fluid goes the only way it can, which is out the other end. And it flushes out thousands of different other competitors that would otherwise make life difficult for the Vibrios.So what happens, if you've got an organism, it produces a lot of toxin. After a few days of infection you end up having \u2014 the fecal material really isn't so disgusting as we might imagine. It's sort of cloudy water. And if you took a drop of that water, you might find a million diarrheal organisms. If the organism produced a lot of toxin, you might find 10 million, or 100 million. If it didn't produce a lot of this toxin, then you might find a smaller number. So the task is to try to figure out how to determine whether or not you could get an organism like this to evolve towards mildness by blocking waterborne transmission, thereby allowing the organism only to be transmitted by person-to-person contact, or person-food-person contact \u2014 both of which would really require that people be mobile and fairly healthy for transmission.Now, I can think of some possible experiments. One would be to take a lot of different strains of this organism \u2014 some that produce a lot of toxins, some that produce a little \u2014 and take those strains and spew them out in different countries. Some countries that might have clean water supplies, so that you can't get waterborne transmission: you expect the organism to evolve to mildness there. Other countries, in which you've got a lot of waterborne transmission, there you expect these organisms to evolve towards a high level of harmfulness, right? There's a little ethical problem in this experiment. I was hoping to hear a few gasps at least. That makes me worry a little bit.(Laughter)But anyhow, the laughter makes me feel a little bit better. And this ethical problem's a big problem. Just to emphasize this, this is what we're really talking about. Here's a girl who's almost dead. She got rehydration therapy, she perked up, within a few days she was looking like a completely different person. So, we don't want to run an experiment like that. But interestingly, just that thing happened in 1991. In 1991, this cholera organism got into Lima, Peru, and within two months it had spread to the neighboring areas. Now, I don't know how that happened, and I didn't have anything to do with it, I promise you. I don't think anybody knows, but I'm not averse to, once that's happened, to see whether or not the prediction that we would make, that I did make before, actually holds up. Did the organism evolve to mildness in a place like Chile, which has some of the most well protected water supplies in Latin America? And did it evolve to be more harmful in a place like Ecuador, which has some of the least well protected? And Peru's got something sort of in between.And so, with funding from the Bosack-Kruger Foundation, I got a lot of strains from these different countries and we measured their toxin production in the lab. And we found that in Chile \u2014 within two months of the invasion of Peru you had strains entering Chile \u2014 and when you look at those strains, in the very far left-hand side of this graph, you see a lot of variation in the toxin production. Each dot corresponds to an islet from a different person \u2014 a lot of variation on which natural selection can act. But the interesting point is, if you look over the 1990s, within a few years the organisms evolved to be more mild. They evolved to produce less toxin. And to just give you a sense of how important this might be, if we look in 1995, we find that there's only one case of cholera, on average, reported from Chile every two years.So, it's controlled. That's how much we have in America, cholera that's acquired endemically, and we don't think we've got a problem here. They didn't \u2014 they solved the problem in Chile. But, before we get too confident, we'd better look at some of those other countries, and make sure that this organism doesn't just always evolve toward mildness. Well, in Peru it didn't. And in Ecuador \u2014 remember, this is the place where it has the highest potential waterborne transmission \u2014 it looked like it got more harmful. In every case there's a lot of variation, but something about the environment the people are living in, and I think the only realistic explanation is that it's the degree of waterborne transmission, favored the harmful strains in one place, and mild strains in another.So, this is very encouraging, it suggests that something that we might want to do anyhow, if we had enough money, could actually give us a much bigger bang for the buck. It would make these organisms evolve to mildness, so that even though people might be getting infected, they'd be infected with mild strains. It wouldn't be causing severe disease. But there's another really interesting aspect of this, and this is that if you could control the evolution of virulence, evolution of harmfulness, then you should be able to control antibiotic resistance. And the idea is very simple. If you've got a harmful organism, a high proportion of the people are going to be symptomatic, a high proportion of the people are going to be going to get antibiotics. You've got a lot of pressure favoring antibiotic resistance, so you get increased virulence leading to the evolution of increased antibiotic resistance. And once you get increased antibiotic resistance, the antibiotics aren't knocking out the harmful strains anymore. So, you've got a higher level of virulence.So, you get this vicious cycle. The goal is to turn this around. If you could cause an evolutionary decrease in virulence by cleaning up the water supply, you should be able to get an evolutionary decrease in antibiotic resistance. So, we can go to the same countries and look and see. Did Chile avoid the problem of antibiotic resistance, whereas did Ecuador actually have the beginnings of the problem? If we look in the beginning of the 1990s, we see, again, a lot of variation. In this case, on the Y-axis, we've just got a measure of antibiotic sensitivity \u2014 and I won't go into that. But we've got a lot of variation in antibiotic sensitivity in Chile, Peru and Ecuador, and no trend across the years. But if we look at the end of the 1990s, just half a decade later, we see that in Ecuador they started having a resistance problem. Antibiotic sensitivity was going down. And in Chile, you still had antibiotic sensitivity.So, it looks like Chile dodged two bullets. They got the organism to evolve to mildness, and they got no development of antibiotic resistance. Now, these ideas should apply across the board, as long as you can figure out why some organisms evolved to virulence. And I want to give you just one more example, because we've talked a little bit about malaria. And the example I want to deal with is, or the idea I want to deal with, the question is, what can we do to try to get the malarial organism to evolve to mildness? Now, malaria's transmitted by a mosquito, and normally if you're infected with malaria, and you're feeling sick, it makes it even easier for the mosquito to bite you.And you can show, just by looking at data from literature, that vector-borne diseases are more harmful than non-vector-borne diseases. But I think there's a really fascinating example of what one can do experimentally to try to actually demonstrate this. In the case of waterborne transmission, we'd like to clean up the water supplies, see whether or not we can get those organisms to evolve towards mildness. In the case of malaria, what we'd like to do is mosquito-proof houses. And the logic's a little more subtle here. If you mosquito-proof houses, when people get sick, they're sitting in bed \u2014 or in mosquito-proof hospitals, they're sitting in a hospital bed \u2014 and the mosquitoes can't get to them.So, if you're a harmful variant in a place where you've got mosquito-proof housing, then you're a loser. The only pathogens that get transmitted are the ones that are infecting people that feel healthy enough to walk outside and get mosquito bites. So, if you were to mosquito proof houses, you should be able to get these organisms to evolve to mildness. And there's a really wonderful experiment that was done that suggests that we really should go ahead and do this. And that experiment was done in Northern Alabama. Just to give you a little perspective on this, I've given you a star at the intellectual center of the United States, which is right there in Louisville, Kentucky. And this really cool experiment was done about 200 miles south of there, in Northern Alabama, by the Tennessee Valley Authority. They had dammed up the Tennessee River. They'd caused the water to back up, they needed electric, hydroelectric power. And when you get stagnant water, you get mosquitoes. They found in the late '30s \u2014 10 years after they'd made these dams \u2014 that the people in Northern Alabama were infected with malaria, about a third to half of them were infected with malaria.This shows you the positions of some of these dams. OK, so the Tennessee Valley Authority was in a little bit of a bind. There wasn't DDT, there wasn't chloroquines: what do they do? Well, they decided to mosquito proof every house in Northern Alabama. So they did. They divided Northern Alabama into 11 zones, and within three years, about 100 dollars per house, they mosquito proofed every house. And these are the data. Every row across here represents one of those 11 zones. And the asterisks represent the time at which the mosquito proofing was complete. And so what you can see is that just the mosquito-proofed housing, and nothing else, caused the eradication of malaria. And this was, incidentally, published in 1949, in the leading textbook of malaria, called ""Boyd's Malariology."" But almost no malaria experts even know it exists. This is important, because it tells us that if you have moderate biting densities, you can eradicate malaria by mosquito proofing houses.Now, I would suggest that you could do this in a lot of places. Like, you know, just as you get into the malaria zone, sub-Saharan Africa. But as you move to really intense biting rate areas, like Nigeria, you're certainly not going to eradicate. But that's when you should be favoring evolution towards mildness. So to me, it's an experiment that's waiting to happen, and if it confirms the prediction, then we should have a very powerful tool. In a way, much more powerful than the kind of tools we're looking at, because most of what's being done today is to rely on things like anti-malarial drugs. And we know that, although it's great to make those anti-malarial drugs available at really low cost and high frequency, we know that when you make them highly available you're going to get resistance to those drugs. And so it's a short-term solution. This is a long-term solution.What I'm suggesting here is that we could get evolution working in the direction we want it to go, rather than always having to battle evolution as a problem that stymies our efforts to control the pathogen, for example with anti-malarial drugs. So, this table I've given just to emphasize that I've only talked about two examples. But as I said earlier, this kind of logic applies across the board for infectious diseases, and it ought to. Because when we're dealing with infectious diseases, we're dealing with living systems. We're dealing with living systems; we're dealing with systems that evolve. And so if you do something with those systems, they're going to evolve one way or another. And all I'm saying is that we need to figure out how they'll evolve, so that \u2014 we need to adjust our interventions to get the most bang for the intervention buck, so that we can get these organisms to evolve in the direction we want them to go.So, I don't really have time to talk about those things, but I did want to put them up there, just to give you a sense that there really are solutions to controlling the evolution of harmfulness of some of the nasty pathogens that we're confronted with. And this links up with a lot of the other ideas that have been talked about. So, for example, earlier today there was discussion of, how do you really lower sexual transmission of HIV? What this emphasizes is that we need to figure out how it will work. Will it maybe get lowered if we alter the economy of the area? It may get lowered if we intervene in ways that encourage people to stay more faithful to partners, and so on.But the key thing is to figure out how to lower it, because if we lower it, we'll get an evolutionary change in the virus. And the data really do support this: that you actually do get the virus evolving towards mildness. And that will just add to the effectiveness of our control efforts. So the other thing I really like about this, besides the fact that it brings a whole new dimension into the study of control of disease, is that often the kinds of interventions that you want, that it indicates should be done, are the kinds of interventions that people want anyhow. But people just haven't been able to justify the cost.So, this is the kind of thing I'm talking about. If we know that we're going to get extra bang for the buck from providing clean water, then I think that we can say, let's push the effort into that aspect of the control, so that we can actually solve the problem, even though, if you just look at the frequency of infection, you would suggest that you can't solve the problem well enough just by cleaning up water supply. Anyhow, I'll end that there, and thank you very much.(Applause)" +2610440,100,"What if your job didn't control your life? Brazilian CEO Ricardo Semler practices a radical form of corporate democracy, rethinking everything from board meetings to how workers report their vacation days (they don't have to). It's a vision that rewards the wisdom of workers, promotes work-life balance \u2014 and leads to some deep insight on what work, and life, is really all about. Bonus question: What if schools were like this too?",1302,TEDGlobal 2014,1413417600,29,Ricardo Semler,Ricardo Semler: How to run a company with (almost) no rules,1,1423584428,"[{'id': 10, 'name': 'Inspiring', 'count': 2776}, {'id': 7, 'name': 'Funny', 'count': 311}, {'id': 9, 'name': 'Ingenious', 'count': 729}, {'id': 3, 'name': 'Courageous', 'count': 579}, {'id': 22, 'name': 'Fascinating', 'count': 1002}, {'id': 11, 'name': 'Longwinded', 'count': 19}, {'id': 21, 'name': 'Unconvincing', 'count': 18}, {'id': 26, 'name': 'Obnoxious', 'count': 4}, {'id': 24, 'name': 'Persuasive', 'count': 358}, {'id': 25, 'name': 'OK', 'count': 59}, {'id': 23, 'name': 'Jaw-dropping', 'count': 181}, {'id': 1, 'name': 'Beautiful', 'count': 195}, {'id': 8, 'name': 'Informative', 'count': 252}, {'id': 2, 'name': 'Confusing', 'count': 31}]","[{'id': 175, 'hero': 'https://pe.tedcdn.com/images/ted/20665_480x360.jpg', 'speaker': 'Sugata Mitra', 'title': 'Kids can teach themselves', 'duration': 1259, 'slug': 'sugata_mitra_shows_how_kids_teach_themselves', 'viewed_count': 1486934}, {'id': 1344, 'hero': 'https://pe.tedcdn.com/images/ted/e02ed13dcc2684221ce59429a722479dd13661fb_2880x1620.jpg', 'speaker': 'Shawn Achor', 'title': 'The happy secret to better work', 'duration': 740, 'slug': 'shawn_achor_the_happy_secret_to_better_work', 'viewed_count': 16210304}, {'id': 191, 'hero': 'https://pe.tedcdn.com/images/ted/71aec3246b3aebe6d284668935080bda4fa8b41a_1600x1200.jpg', 'speaker': 'Matthieu Ricard', 'title': 'The habits of happiness', 'duration': 1254, 'slug': 'matthieu_ricard_on_the_habits_of_happiness', 'viewed_count': 7272253}, {'id': 887, 'hero': 'https://pe.tedcdn.com/images/ted/178132_800x600.jpg', 'speaker': 'Cameron Herold', 'title': ""Let's raise kids to be entrepreneurs"", 'duration': 1284, 'slug': 'cameron_herold_let_s_raise_kids_to_be_entrepreneurs', 'viewed_count': 1579066}, {'id': 1732, 'hero': 'https://pe.tedcdn.com/images/ted/3c01ad67e5062e6fe35c36a12ac28fce058b3eba_1600x1200.jpg', 'speaker': 'Geoffrey Canada', 'title': 'Our failing schools. Enough is enough!', 'duration': 1027, 'slug': 'geoffrey_canada_our_failing_schools_enough_is_enough', 'viewed_count': 1787005}, {'id': 2728, 'hero': 'https://pe.tedcdn.com/images/ted/cb2a82558d31158734d32afe88cd25226332a966_2880x1620.jpg', 'speaker': 'Ari Wallach', 'title': '3 ways to plan for the (very) long term', 'duration': 822, 'slug': 'ari_wallach_3_ways_to_plan_for_the_very_long_term', 'viewed_count': 1593495}]",Organizational changemaker,"['business', 'creativity', 'leadership', 'philosophy', 'work']",How to run a company with (almost) no rules,"https://www.ted.com/talks/ricardo_semler_how_to_run_a_company_with_almost_no_rules +","On Mondays and Thursdays, I learn how to die. I call them my terminal days. My wife Fernanda doesn't like the term, but a lot of people in my family died of melanoma cancer and my parents and grandparents had it. And I kept thinking, one day I could be sitting in front of a doctor who looks at my exams and says, ""Ricardo, things don't look very good. You have six months or a year to live.""And you start thinking about what you would do with this time. And you say, ""I'm going to spend more time with the kids. I'm going to visit these places, I'm going to go up and down mountains and places and I'm going to do all the things I didn't do when I had the time."" But of course, we all know these are very bittersweet memories we're going to have. It's very difficult to do. You spend a good part of the time crying, probably. So I said, I'm going to do something else.Every Monday and Thursday, I'm going use my terminal days. And I will do, during those days, whatever it is I was going to do if I had received that piece of news. (Laughter)When you think about \u2014 (Applause) when you think about the opposite of work, we, many times, think it's leisure. And you say, ah, I need some leisure time, and so forth. But the fact is that, leisure is a very busy thing. You go play golf and tennis, and you meet people, and you're going for lunch, and you're late for the movies. It's a very crowded thing that we do. The opposite of work is idleness. But very few of us know what to do with idleness. When you look at the way that we distribute our lives in general, you realize that in the periods in which we have a lot of money, we have very little time. And then when we finally have time, we have neither the money nor the health.So we started thinking about that as a company for the last 30 years. This is a complicated company with thousands of employees, hundreds of millions of dollars of business that makes rocket fuel propellent systems, runs 4,000 ATMs in Brazil, does income tax preparation for dozens of thousands. So this is not a simple business.We looked at it and we said, let's devolve to these people, let's give these people a company where we take away all the boarding school aspects of, this is when you arrive, this is how you dress, this is how you go to meetings, this is what you say, this is what you don't say, and let's see what's left. So we started this about 30 years ago, and we started dealing with this very issue. And so we said, look, the retirement, the whole issue of how we distribute our graph of life. Instead of going mountain climbing when you're 82, why don't you do it next week? And we'll do it like this, we'll sell you back your Wednesdays for 10 percent of your salary. So now, if you were going to be a violinist, which you probably weren't, you go and do this on Wednesday.And what we found \u2014 we thought, these are the older people who are going to be really interested in this program. And the average age of the first people who adhered were 29, of course. And so we started looking, and we said, we have to do things in a different way. So we started saying things like, why do we want to know what time you came to work, what time you left, etc.? Can't we exchange this for a contract for buying something from you, some kind of work? Why are we building these headquarters? Is it not an ego issue that we want to look solid and big and important? But we're dragging you two hours across town because of it?So we started asking questions one by one. We'd say it like this: One: How do we find people? We'd go out and try and recruit people and we'd say, look, when you come to us, we're not going to have two or three interviews and then you're going to be married to us for life. That's not how we do the rest of our lives. So, come have your interviews. Anyone who's interested in interviewing, you will show up. And then we'll see what happens out of the intuition that rises from that, instead of just filling out the little items of whether you're the right person. And then, come back. Spend an afternoon, spend a whole day, talk to anybody you want. Make sure we are the bride you thought we were and not all the bullshit we put into our own ads. (Laughter)Slowly we went to a process where we'd say things like, we don't want anyone to be a leader in the company if they haven't been interviewed and approved by their future subordinates. Every six months, everyone gets evaluated, anonymously, as a leader. And this determines whether they should continue in that leadership position, which is many times situational, as you know. And so if they don't have 70, 80 percent of a grade, they don't stay, which is probably the reason why I haven't been CEO for more than 10 years. And over time, we started asking other questions.We said things like, why can't people set their own salaries? What do they need to know? There's only three things you need to know: how much people make inside the company, how much people make somewhere else in a similar business and how much we make in general to see whether we can afford it. So let's give people these three pieces of information. So we started having, in the cafeteria, a computer where you could go in and you could ask what someone spent, how much someone makes, what they make in benefits, what the company makes, what the margins are, and so forth. And this is 25 years ago.As this information started coming to people, we said things like, we don't want to see your expense report, we don't want to know how many holidays you're taking, we don't want to know where you work. We had, at one point, 14 different offices around town, and we'd say, go to the one that's closest to your house, to the customer that you're going to visit today. Don't tell us where you are. And more, even when we had thousands of people, 5,000 people, we had two people in the H.R. department, and thankfully one of them has retired. (Laughter)And so, the question we were asking was, how can we be taking care of people? People are the only thing we have. We can't have a department that runs after people and looks after people. So as we started finding that this worked, and we'd say, we're looking for \u2014 and this is, I think, the main thing I was looking for in the terminal days and in the company, which is, how do you set up for wisdom? We've come from an age of revolution, industrial revolution, an age of information, an age of knowledge, but we're not any closer to the age of wisdom. How we design, how do we organize, for more wisdom? So for example, many times, what's the smartest or the intelligent decision doesn't jive. So we'd say things like, let's agree that you're going to sell 57 widgets per week. If you sell them by Wednesday, please go to the beach. Don't create a problem for us, for manufacturing, for application, then we have to buy new companies, we have to buy our competitors, we have to do all kinds of things because you sold too many widgets. So go to the beach and start again on Monday. (Laughter) (Applause)So the process is looking for wisdom. And in the process, of course, we wanted people to know everything, and we wanted to be truly democratic about the way we ran things. So our board had two seats open with the same voting rights, for the first two people who showed up. (Laughter) And so we had cleaning ladies voting on a board meeting, which had a lot of other very important people in suits and ties. And the fact is that they kept us honest.This process, as we started looking at the people who came to us, we'd say, now wait a second, people come to us and they say, where am I supposed to sit? How am I supposed to work? Where am I going to be in 5 years' time? And we looked at that and we said, we have to start much earlier. Where do we start? We said, oh, kindergarten seems like a good place.So we set up a foundation, which now has, for 11 years, three schools, where we started asking the same questions, how do you redesign school for wisdom? It is one thing to say, we need to recycle the teachers, we need the directors to do more. But the fact is that what we do with education is entirely obsolete. The teacher's role is entirely obsolete. Going from a math class, to biology, to 14th-century France is very silly. (Applause) So we started thinking, what could it look like? And we put together people, including people who like education, people like Paulo Freire, and two ministers of education in Brazil and we said, if we were to design a school from scratch, what would it look like?And so we created this school, which is called Lumiar, and Lumiar, one of them is a public school, and Lumiar says the following: Let's divide this role of the teacher into two. One guy, we'll call a tutor. A tutor, in the old sense of the Greek ""paideia"": Look after the kid. What's happening at home, what's their moment in life, etc.. But please don't teach, because the little you know compared to Google, we don't want to know. Keep that to yourself. (Laughter) Now, we'll bring in people who have two things: passion and expertise, and it could be their profession or not. And we use the senior citizens, who are 25 percent of the population with wisdom that nobody wants anymore. So we bring them to school and we say, teach these kids whatever you really believe in. So we have violinists teaching math. We have all kinds of things where we say, don't worry about the course material anymore. We have approximately 10 great threads that go from 2 to 17. Things like, how do we measure ourselves as humans? So there's a place for math and physics and all that there. How do we express ourselves? So there's a place for music and literature, etc., but also for grammar.And then we have things that everyone has forgotten, which are probably the most important things in life. The very important things in life, we know nothing about. We know nothing about love, we know nothing about death, we know nothing about why we're here. So we need a thread in school that talks about everything we don't know. So that's a big part of what we do. (Applause) So over the years, we started going into other things. We'd say, why do we have to scold the kids and say, sit down and come here and do that, and so forth. We said, let's get the kids to do something we call a circle, which meets once a week. And we'd say, you put the rules together and then you decide what you want to do with it. So can you all hit yourself on the head? Sure, for a week, try. They came up with the very same rules that we had, except they're theirs. And then, they have the power, which means, they can and do suspend and expel kids so that we're not playing school, they really decide.And then, in this same vein, we keep a digital mosaic, because this is not constructivist or Montessori or something. It's something where we keep the Brazilian curriculum with 600 tiles of a mosaic, which we want to expose these kids to by the time they're 17. And follow this all the time and we know how they're doing and we say, you're not interested in this now, let's wait a year. And the kids are in groups that don't have an age category, so the six-year-old kid who is ready for that with an 11-year-old, that eliminates all of the gangs and the groups and this stuff that we have in the schools, in general. And they have a zero to 100 percent grading, which they do themselves with an app every couple of hours. Until we know they're 37 percent of the way we'd like them to be on this issue, so that we can send them out in the world with them knowing enough about it. And so the courses are World Cup Soccer, or building a bicycle. And people will sign up for a 45-day course on building a bicycle. Now, try to build a bicycle without knowing that pi is 3.1416. You can't. And try, any one of you, using 3.1416 for something. You don't know anymore. So this is lost and that's what we try to do there, which is looking for wisdom in that school.And that brings us back to this graph and this distribution of our life. I accumulated a lot of money when I think about it. When you think and you say, now is the time to give back \u2014 well, if you're giving back, you took too much. (Laughter) (Applause) I keep thinking of Warren Buffet waking up one day and finding out he has 30 billion dollars more than he thought he had. And he looks and he says, what am I going to do with this? And he says, I'll give it to someone who really needs this. I'll give it to Bill Gates. (Laughter) And my guy, who's my financial advisor in New York, he says, look, you're a silly guy because you would have 4.1 times more money today if you had made money with money instead of sharing as you go. But I like sharing as you go better. (Applause)I taught MBAs at MIT for a time and I ended up, one day, at the Mount Auburn Cemetery. It is a beautiful cemetery in Cambridge. And I was walking around. It was my birthday and I was thinking. And the first time around, I saw these tombstones and these wonderful people who'd done great things and I thought, what do I want to be remembered for? And I did another stroll around, and the second time, another question came to me, which did me better, which was, why do I want to be remembered at all? (Laughter) And that, I think, took me different places. When I was 50, my wife Fernanda and I sat for a whole afternoon, we had a big pit with fire, and I threw everything I had ever done into that fire. This is a book in 38 languages, hundreds and hundreds of articles and DVDs, everything there was. And that did two things. One, it freed our five kids from following in our steps, our shadow \u2014 They don't know what I do. (Laughter) Which is good. And I'm not going to take them somewhere and say, one day all of this will be yours. (Laughter) The five kids know nothing, which is good.And the second thing is, I freed myself from this anchor of past achievement or whatever. I'm free to start something new every time and to decide things from scratch in part of those terminal days. And some people would say, oh, so now you have this time, these terminal days, and so you go out and do everything. No, we've been to the beaches, so we've been to Samoa and Maldives and Mozambique, so that's done. I've climbed mountains in the Himalayas. I've gone down 60 meters to see hammerhead sharks. I've spent 59 days on the back of a camel from Chad to Timbuktu. I've gone to the magnetic North Pole on a dog sled. So, we've been busy. It's what I'd like to call my empty bucket list. (Laughter)And with this rationale, I look at these days and I think, I'm not retired. I don't feel retired at all. And so I'm writing a new book. We started three new companies in the last two years. I'm now working on getting this school system for free out into the world, and I've found, very interestingly enough, that nobody wants it for free. And so I've been trying for 10 years to get the public system to take over this school rationale, much as the public schools we have, which has instead of 43 out of 100, as their rating, as their grades, has 91 out of 100. But for free, nobody wants it. So maybe we'll start charging for it and then it will go somewhere. But getting this out is one of the things we want to do.And I think what this leaves us as a message for all of you, I think is a little bit like this: We've all learned how to go on Sunday night to email and work from home. But very few of us have learned how to go to the movies on Monday afternoon. And if we're looking for wisdom, we need to learn to do that as well. And so, what we've done all of these years is very simple, is use the little tool, which is ask three whys in a row. Because the first why you always have a good answer for. The second why, it starts getting difficult. By the third why, you don't really know why you're doing what you're doing. What I want to leave you with is the seed and the thought that maybe if you do this, you will come to the question, what for? What am I doing this for? And hopefully, as a result of that, and over time, I hope that with this, and that's what I'm wishing you, you'll have a much wiser future. Thank you very much. (Applause)Chris Anderson: So Ricardo, you're kind of crazy. (Laughter) To many people, this seems crazy. And yet so deeply wise, also. The pieces I'm trying to put together are this: Your ideas are so radical. How, in business, for example, these ideas have been out for a while, probably the percentage of businesses that have taken some of them is still quite low. Are there any times you've seen some big company take on one of your ideas and you've gone, ""Yes!""?Ricardo Semler: It happens. It happened about two weeks ago with Richard Branson, with his people saying, oh, I don't want to control your holidays anymore, or Netflix does a little bit of this and that, but I don't think it's very important. I'd like to see it happen maybe a little bit in a bit of a missionary zeal, but that's a very personal one. But the fact is that it takes a leap of faith about losing control. And almost nobody who is in control is ready to take leaps of faith. It will have to come from kids and other people who are starting companies in a different way.CA: So that's the key thing? From your point of view the evidence is there, in the business point of view this works, but people just don't have the courage to \u2014 (Whoosh)RS: They don't even have the incentive. You're running a company with a 90-day mandate. It's a quarterly report. If you're not good in 90 days, you're out. So you say, ""Here's a great program that, in less than one generation \u2014"" And the guy says, ""Get out of here."" So this is the problem. (Laughter)CA: What you're trying to do in education seems to me incredibly profound. Everyone is bothered about their country's education system. No one thinks that we've caught up yet to a world where there's Google and all these technological options. So you've got actual evidence now that the kids so far going through your system, there's a dramatic increase in performance. How do we help you move these ideas forward?RS: I think it's that problem of ideas whose time has come. And I've never been very evangelical about these things. We put it out there. Suddenly, you find people \u2014 there's a group in Japan, which scares me very much, which is called the Semlerists, and they have 120 companies. They've invited me. I've always been scared to go. And there is a group in Holland that has 600 small, Dutch companies. It's something that will flourish on its own. Part of it will be wrong, and it doesn't matter. This will find its own place. And I'm afraid of the other one, which says, this is so good you've got to do this. Let's set up a system and put lots of money into it and then people will do it no matter what.CA: So you have asked extraordinary questions your whole life. It seems to me that's the fuel that's driven a lot of this. Do you have any other questions for us, for TED, for this group here?RS: I always come back to variations of the question that my son asked me when he was three. We were sitting in a jacuzzi, and he said, ""Dad, why do we exist?"" There is no other question. Nobody has any other question. We have variations of this one question, from three onwards. So when you spend time in a company, in a bureaucracy, in an organization and you're saying, boy \u2014 how many people do you know who on their death beds said, boy, I wish I had spent more time at the office? So there's a whole thing of having the courage now \u2014 not in a week, not in two months, not when you find out you have something \u2014 to say, no, what am I doing this for? Stop everything. Let me do something else. And it will be okay, it will be much better than what you're doing, if you're stuck in a process.CA: So that strikes me as a profound and quite beautiful way to end this penultimate day of TED. Ricardo Semler, thank you so much. RS: Thank you so much.(Applause)" +7988894,707,"Shame is an unspoken epidemic, the secret behind many forms of broken behavior. Bren\xe9 Brown, whose earlier talk on vulnerability became a viral hit, explores what can happen when people confront their shame head-on. Her own humor, humanity and vulnerability shine through every word.",1238,TED2012,1330646400,38,Bren\xe9 Brown,Bren\xe9 Brown: Listening to shame,1,1331911014,"[{'id': 9, 'name': 'Ingenious', 'count': 577}, {'id': 23, 'name': 'Jaw-dropping', 'count': 480}, {'id': 10, 'name': 'Inspiring', 'count': 4958}, {'id': 22, 'name': 'Fascinating', 'count': 902}, {'id': 7, 'name': 'Funny', 'count': 951}, {'id': 3, 'name': 'Courageous', 'count': 3269}, {'id': 24, 'name': 'Persuasive', 'count': 960}, {'id': 1, 'name': 'Beautiful', 'count': 1267}, {'id': 8, 'name': 'Informative', 'count': 986}, {'id': 25, 'name': 'OK', 'count': 103}, {'id': 11, 'name': 'Longwinded', 'count': 73}, {'id': 21, 'name': 'Unconvincing', 'count': 55}, {'id': 26, 'name': 'Obnoxious', 'count': 23}, {'id': 2, 'name': 'Confusing', 'count': 39}]","[{'id': 1042, 'hero': 'https://pe.tedcdn.com/images/ted/3820be698584de25ea375c0bf57ee620caf94b8d_1600x1200.jpg', 'speaker': 'Bren\xe9 Brown', 'title': 'The power of vulnerability', 'duration': 1219, 'slug': 'brene_brown_on_vulnerability', 'viewed_count': 31168571}, {'id': 1043, 'hero': 'https://pe.tedcdn.com/images/ted/096b5ffc6f219b59eda79ae79cba25cd24bf2863_2880x1620.jpg', 'speaker': 'Barry Schwartz', 'title': 'Using our practical wisdom', 'duration': 1387, 'slug': 'barry_schwartz_using_our_practical_wisdom', 'viewed_count': 948633}, {'id': 1193, 'hero': 'https://pe.tedcdn.com/images/ted/74e74754c9ee8e8e901a22d87de798f3d1ce74b3_1600x1200.jpg', 'speaker': 'Thandie Newton', 'title': 'Embracing otherness, embracing myself', 'duration': 835, 'slug': 'thandie_newton_embracing_otherness_embracing_myself', 'viewed_count': 2462745}, {'id': 2678, 'hero': 'https://pe.tedcdn.com/images/ted/698bb104dda80250739b46f02190f74526ba2ed4_2880x1620.jpg', 'speaker': 'Thordis Elva and Tom Stranger', 'title': 'Our story of rape and reconciliation', 'duration': 1146, 'slug': 'thordis_elva_tom_stranger_our_story_of_rape_and_reconciliation', 'viewed_count': 3950684}, {'id': 2297, 'hero': 'https://pe.tedcdn.com/images/ted/17755dc1be70bacbcedc8522d95e374acd129bed_2880x1620.jpg', 'speaker': 'Aspen Baker', 'title': 'A better way to talk about abortion', 'duration': 658, 'slug': 'aspen_baker_a_better_way_to_talk_about_abortion', 'viewed_count': 1588450}, {'id': 2435, 'hero': 'https://pe.tedcdn.com/images/ted/f12603fe51178246201b821d5d08e806cabb4c2b_2880x1620.jpg', 'speaker': 'Celeste Headlee', 'title': '10 ways to have a better conversation', 'duration': 704, 'slug': 'celeste_headlee_10_ways_to_have_a_better_conversation', 'viewed_count': 8444036}]",Vulnerability researcher,"['brain', 'culture', 'psychology', 'self']",Listening to shame,"https://www.ted.com/talks/brene_brown_listening_to_shame +","I'm going to tell you a little bit about my TEDxHouston Talk. I woke up the morning after I gave that talk with the worst vulnerability hangover of my life. And I actually didn't leave my house for about three days.The first time I left was to meet a friend for lunch. And when I walked in, she was already at the table. I sat down, and she said, ""God, you look like hell."" I said, ""Thanks. I feel really \u2014 I'm not functioning."" And she said, ""What's going on?"" And I said, ""I just told 500 people that I became a researcher to avoid vulnerability. And that when being vulnerable emerged from my data, as absolutely essential to whole-hearted living, I told these 500 people that I had a breakdown. I had a slide that said 'Breakdown.' At what point did I think that was a good idea?""(Laughter)And she said, ""I saw your talk live-streamed. It was not really you. It was a little different than what you usually do. But it was great."" And I said, ""This can't happen. YouTube, they're putting this thing on YouTube. And we're going to be talking about 600, 700 people.""(Laughter)And she said, ""Well, I think it's too late.""And I said, ""Let me ask you something."" And she said, ""Yeah."" I said, ""Do you remember when we were in college, really wild and kind of dumb?"" She said, ""Yeah."" I said, ""Remember when we'd leave a really bad message on our ex-boyfriend's answering machine? Then we'd have to break into his dorm room and then erase the tape?""(Laughter)And she goes, ""Uh... no.""(Laughter)Of course, the only thing I could say at that point was, ""Yeah, me neither. Yeah \u2014 me neither.""And I'm thinking to myself, ""Bren\xe9, what are you doing? Why did you bring this up? Have you lost your mind? Your sisters would be perfect for this.""(Laughter)So I looked back up and she said, ""Are you really going to try to break in and steal the video before they put it on YouTube?""(Laughter)And I said, ""I'm just thinking about it a little bit.""(Laughter)She said, ""You're like the worst vulnerability role model ever.""(Laughter)Then I looked at her and I said something that at the time felt a little dramatic, but ended up being more prophetic than dramatic. ""If 500 turns into 1,000 or 2,000, my life is over.""(Laughter)I had no contingency plan for four million.(Laughter)And my life did end when that happened. And maybe the hardest part about my life ending is that I learned something hard about myself, and that was that, as much as I would be frustrated about not being able to get my work out to the world, there was a part of me that was working very hard to engineer staying small, staying right under the radar. But I want to talk about what I've learned.There's two things that I've learned in the last year. The first is: vulnerability is not weakness. And that myth is profoundly dangerous. Let me ask you honestly \u2014 and I'll give you this warning, I'm trained as a therapist, so I can out-wait you uncomfortably \u2014 so if you could just raise your hand that would be awesome \u2014 how many of you honestly, when you're thinking about doing or saying something vulnerable think, ""God, vulnerability is weakness."" How many of you think of vulnerability and weakness synonymously? The majority of people. Now let me ask you this question: This past week at TED, how many of you, when you saw vulnerability up here, thought it was pure courage? Vulnerability is not weakness. I define vulnerability as emotional risk, exposure, uncertainty. It fuels our daily lives. And I've come to the belief \u2014 this is my 12th year doing this research \u2014 that vulnerability is our most accurate measurement of courage \u2014 to be vulnerable, to let ourselves be seen, to be honest.One of the weird things that's happened is, after the TED explosion, I got a lot of offers to speak all over the country \u2014 everyone from schools and parent meetings to Fortune 500 companies. And so many of the calls went like this, ""Dr. Brown, we loved your TED talk. We'd like you to come in and speak. We'd appreciate it if you wouldn't mention vulnerability or shame.""(Laughter)What would you like for me to talk about? There's three big answers. This is mostly, to be honest with you, from the business sector: innovation, creativity and change.(Laughter)So let me go on the record and say, vulnerability is the birthplace of innovation, creativity and change.(Applause)To create is to make something that has never existed before. There's nothing more vulnerable than that. Adaptability to change is all about vulnerability.The second thing, in addition to really finally understanding the relationship between vulnerability and courage, the second thing I learned, is this: We have to talk about shame. And I'm going to be really honest with you. When I became a ""vulnerability researcher"" and that became the focus because of the TED talk \u2014 and I'm not kidding.I'll give you an example. About three months ago, I was in a sporting goods store buying goggles and shin guards and all the things that parents buy at the sporting goods store. About from a hundred feet away, this is what I hear: ""Vulnerability TED! Vulnerability TED!""(Laughter)(Laughter ends)I'm a fifth-generation Texan. Our family motto is ""Lock and load."" I am not a natural vulnerability researcher. So I'm like, just keep walking, she's on my six.(Laughter)And then I hear, ""Vulnerability TED!"" I turn around, I go, ""Hi."" She's right here and she said, ""You're the shame researcher who had the breakdown.""(Laughter)At this point, parents are, like, pulling their children close.(Laughter)""Look away."" And I'm so worn out at this point in my life, I look at her and I actually say, ""It was a fricking spiritual awakening.""(Laughter)(Applause)And she looks back and does this, ""I know.""(Laughter)And she said, ""We watched your TED talk in my book club. Then we read your book and we renamed ourselves 'The Breakdown Babes.'""(Laughter)And she said, ""Our tagline is: 'We're falling apart and it feels fantastic.'""(Laughter)You can only imagine what it's like for me in a faculty meeting.(Sighs)So when I became Vulnerability TED, like an action figure \u2014 Like Ninja Barbie, but I'm Vulnerability TED \u2014 I thought, I'm going to leave that shame stuff behind, because I spent six years studying shame before I started writing and talking about vulnerability. And I thought, thank God, because shame is this horrible topic, no one wants to talk about it. It's the best way to shut people down on an airplane. ""What do you do?"" ""I study shame."" ""Oh.""(Laughter)And I see you.(Laughter)But in surviving this last year, I was reminded of a cardinal rule \u2014 not a research rule, but a moral imperative from my upbringing \u2014 ""you've got to dance with the one who brung ya"". And I did not learn about vulnerability and courage and creativity and innovation from studying vulnerability. I learned about these things from studying shame. And so I want to walk you in to shame. Jungian analysts call shame the swampland of the soul. And we're going to walk in. And the purpose is not to walk in and construct a home and live there. It is to put on some galoshes \u2014 and walk through and find our way around. Here's why.We heard the most compelling call ever to have a conversation in this country, and I think globally, around race, right? Yes? We heard that. Yes? Cannot have that conversation without shame. Because you cannot talk about race without talking about privilege. And when people start talking about privilege, they get paralyzed by shame. We heard a brilliant simple solution to not killing people in surgery, which is, have a checklist. You can't fix that problem without addressing shame, because when they teach those folks how to suture, they also teach them how to stitch their self-worth to being all-powerful. And all-powerful folks don't need checklists.And I had to write down the name of this TED Fellow so I didn't mess it up here. Myshkin Ingawale, I hope I did right by you.(Applause)I saw the TED Fellows my first day here. And he got up and he explained how he was driven to create some technology to help test for anemia, because people were dying unnecessarily. And he said, ""I saw this need. So you know what I did? I made it."" And everybody just burst into applause, and they were like ""Yes!"" And he said, ""And it didn't work.(Laughter)And then I made it 32 more times, and then it worked.""You know what the big secret about TED is? I can't wait to tell people this. I guess I'm doing it right now.(Laughter)This is like the failure conference.(Laughter)No, it is.(Applause)You know why this place is amazing? Because very few people here are afraid to fail. And no one who gets on the stage, so far that I've seen, has not failed. I've failed miserably, many times. I don't think the world understands that, because of shame.There's a great quote that saved me this past year by Theodore Roosevelt. A lot of people refer to it as the ""Man in the Arena"" quote. And it goes like this: ""It is not the critic who counts. It is not the man who sits and points out how the doer of deeds could have done things better and how he falls and stumbles. The credit goes to the man in the arena whose face is marred with dust and blood and sweat. But when he's in the arena, at best, he wins, and at worst, he loses, but when he fails, when he loses, he does so daring greatly.""And that's what this conference, to me, is about. Life is about daring greatly, about being in the arena. When you walk up to that arena and you put your hand on the door, and you think, ""I'm going in and I'm going to try this,"" shame is the gremlin who says, ""Uh, uh. You're not good enough. You never finished that MBA. Your wife left you. I know your dad really wasn't in Luxembourg, he was in Sing Sing. I know those things that happened to you growing up. I know you don't think that you're pretty, smart, talented or powerful enough. I know your dad never paid attention, even when you made CFO."" Shame is that thing.And if we can quiet it down and walk in and say, ""I'm going to do this,"" we look up and the critic that we see pointing and laughing, 99 percent of the time is who? Us. Shame drives two big tapes \u2014 ""never good enough"" \u2014 and, if you can talk it out of that one, ""who do you think you are?"" The thing to understand about shame is, it's not guilt. Shame is a focus on self, guilt is a focus on behavior. Shame is ""I am bad."" Guilt is ""I did something bad."" How many of you, if you did something that was hurtful to me, would be willing to say, ""I'm sorry. I made a mistake?"" How many of you would be willing to say that? Guilt: I'm sorry. I made a mistake. Shame: I'm sorry. I am a mistake.There's a huge difference between shame and guilt. And here's what you need to know. Shame is highly, highly correlated with addiction, depression, violence, aggression, bullying, suicide, eating disorders. And here's what you even need to know more. Guilt, inversely correlated with those things. The ability to hold something we've done or failed to do up against who we want to be is incredibly adaptive. It's uncomfortable, but it's adaptive.The other thing you need to know about shame is it's absolutely organized by gender. If shame washes over me and washes over Chris, it's going to feel the same. Everyone sitting in here knows the warm wash of shame. We're pretty sure that the only people who don't experience shame are people who have no capacity for connection or empathy. Which means, yes, I have a little shame; no, I'm a sociopath. So I would opt for, yes, you have a little shame. Shame feels the same for men and women, but it's organized by gender.For women, the best example I can give you is Enjoli, the commercial. ""I can put the wash on the line, pack the lunches, hand out the kisses and be at work at five to nine. I can bring home the bacon, fry it up in the pan and never let you forget you're a man."" For women, shame is, do it all, do it perfectly and never let them see you sweat. I don't know how much perfume that commercial sold, but I guarantee you, it moved a lot of antidepressants and anti-anxiety meds.(Laughter)Shame, for women, is this web of unobtainable, conflicting, competing expectations about who we're supposed to be. And it's a straight-jacket.For men, shame is not a bunch of competing, conflicting expectations. Shame is one, do not be perceived as what? Weak. I did not interview men for the first four years of my study. It wasn't until a man looked at me after a book signing, and said, ""I love what say about shame, I'm curious why you didn't mention men."" And I said, ""I don't study men."" And he said, ""That's convenient.""(Laughter)And I said, ""Why?"" And he said, ""Because you say to reach out, tell our story, be vulnerable. But you see those books you just signed for my wife and my three daughters?"" I said, ""Yeah."" ""They'd rather me die on top of my white horse than watch me fall down. When we reach out and be vulnerable, we get the shit beat out of us. And don't tell me it's from the guys and the coaches and the dads. Because the women in my life are harder on me than anyone else.""So I started interviewing men and asking questions. And what I learned is this: You show me a woman who can actually sit with a man in real vulnerability and fear, I'll show you a woman who's done incredible work. You show me a man who can sit with a woman who's just had it, she can't do it all anymore, and his first response is not, ""I unloaded the dishwasher!""(Laughter)But he really listens \u2014 because that's all we need \u2014 I'll show you a guy who's done a lot of work.Shame is an epidemic in our culture. And to get out from underneath it \u2014 to find our way back to each other, we have to understand how it affects us and how it affects the way we're parenting, the way we're working, the way we're looking at each other. Very quickly, some research by Mahalik at Boston College. He asked, what do women need to do to conform to female norms? The top answers in this country: nice, thin, modest and use all available resources for appearance.(Laughter)When he asked about men, what do men in this country need to do to conform with male norms, the answers were: always show emotional control, work is first, pursue status and violence.If we're going to find our way back to each other, we have to understand and know empathy, because empathy's the antidote to shame. If you put shame in a Petri dish, it needs three things to grow exponentially: secrecy, silence and judgment. If you put the same amount in a Petri dish and douse it with empathy, it can't survive. The two most powerful words when we're in struggle: me too.And so I'll leave you with this thought. If we're going to find our way back to each other, vulnerability is going to be that path. And I know it's seductive to stand outside the arena, because I think I did it my whole life, and think to myself, I'm going to go in there and kick some ass when I'm bulletproof and when I'm perfect. And that is seductive. But the truth is, that never happens. And even if you got as perfect as you could and as bulletproof as you could possibly muster when you got in there, that's not what we want to see. We want you to go in. We want to be with you and across from you. And we just want, for ourselves and the people we care about and the people we work with, to dare greatly.So thank you all very much. I really appreciate it.(Applause)" +2364799,309,"How can a super-thin 3-inch disk levitate something 70,000 times its own weight? In a riveting demonstration, Boaz Almog shows how a phenomenon known as quantum locking allows a superconductor disk to float over a magnetic rail -- completely frictionlessly and with zero energy loss. Experiment: Prof. Guy Deutscher, Mishael Azoulay, Boaz Almog, of the High Tc Superconductivity Group, School of Physics and Astronomy, Tel Aviv University.",625,TEDGlobal 2012,1341014400,29,Boaz Almog,Boaz Almog: The levitating superconductor,1,1341242739,"[{'id': 23, 'name': 'Jaw-dropping', 'count': 1383}, {'id': 21, 'name': 'Unconvincing', 'count': 20}, {'id': 11, 'name': 'Longwinded', 'count': 20}, {'id': 25, 'name': 'OK', 'count': 73}, {'id': 9, 'name': 'Ingenious', 'count': 378}, {'id': 22, 'name': 'Fascinating', 'count': 782}, {'id': 10, 'name': 'Inspiring', 'count': 221}, {'id': 8, 'name': 'Informative', 'count': 366}, {'id': 26, 'name': 'Obnoxious', 'count': 10}, {'id': 2, 'name': 'Confusing', 'count': 24}, {'id': 24, 'name': 'Persuasive', 'count': 32}, {'id': 7, 'name': 'Funny', 'count': 24}, {'id': 1, 'name': 'Beautiful', 'count': 84}, {'id': 3, 'name': 'Courageous', 'count': 16}]","[{'id': 1195, 'hero': 'https://pe.tedcdn.com/images/ted/125797a95411e0682b7a67ab7b16bae1b9e35afc_1600x1200.jpg', 'speaker': 'Markus Fischer', 'title': 'A robot that flies like a bird', 'duration': 379, 'slug': 'a_robot_that_flies_like_a_bird', 'viewed_count': 6264920}, {'id': 613, 'hero': 'https://pe.tedcdn.com/images/ted/1691fae6c58b818d8129465ed6d4550bad75450a_1600x1200.jpg', 'speaker': 'Michael Pritchard', 'title': 'How to make filthy water drinkable', 'duration': 571, 'slug': 'michael_pritchard_invents_a_water_filter', 'viewed_count': 3573229}, {'id': 1215, 'hero': 'https://pe.tedcdn.com/images/ted/0f673186f35d6772f7995b2263fbfad2113da10b_2880x1620.jpg', 'speaker': 'Skylar Tibbits', 'title': 'Can we make things that make themselves?', 'duration': 364, 'slug': 'skylar_tibbits_can_we_make_things_that_make_themselves', 'viewed_count': 983933}, {'id': 1160, 'hero': 'https://pe.tedcdn.com/images/ted/5641574d15f0adf70194a6fe22fb7b0cc8d0c899_800x600.jpg', 'speaker': ""Aaron O'Connell"", 'title': 'Making sense of a visible quantum object', 'duration': 471, 'slug': 'aaron_o_connell_making_sense_of_a_visible_quantum_object', 'viewed_count': 1272201}, {'id': 2316, 'hero': 'https://pe.tedcdn.com/images/ted/b9f9609178a7d8d4ad2cc2eaffc345fe024f78b7_2880x1620.jpg', 'speaker': 'Jim Al-Khalili', 'title': 'How quantum biology might explain life\u2019s biggest questions', 'duration': 969, 'slug': 'jim_al_khalili_how_quantum_biology_might_explain_life_s_biggest_questions', 'viewed_count': 1503860}, {'id': 371, 'hero': 'https://pe.tedcdn.com/images/ted/56101_480x360.jpg', 'speaker': 'Garrett Lisi', 'title': 'An 8-dimensional model of the universe', 'duration': 1286, 'slug': 'garrett_lisi_on_his_theory_of_everything', 'viewed_count': 1491718}]",Quantum Researcher,"['alternative energy', 'demo', 'design', 'energy', 'engineering', 'innovation', 'invention', 'magic', 'materials', 'nanoscale', 'physics', 'potential', 'science', 'technology']",The levitating superconductor,"https://www.ted.com/talks/boaz_almog_levitates_a_superconductor +","The phenomenon you saw here for a brief moment is called quantum levitation and quantum locking. And the object that was levitating here is called a superconductor. Superconductivity is a quantum state of matter, and it occurs only below a certain critical temperature.Now, it's quite an old phenomenon; it was discovered 100 years ago. However, only recently, due to several technological advancements, we are now able to demonstrate to you quantum levitation and quantum locking.So, a superconductor is defined by two properties. The first is zero electrical resistance, and the second is the expulsion of a magnetic field from the interior of the superconductor. That sounds complicated, right? But what is electrical resistance? So, electricity is the flow of electrons inside a material. And these electrons, while flowing, they collide with the atoms, and in these collisions they lose a certain amount of energy. And they dissipate this energy in the form of heat, and you know that effect. However, inside a superconductor there are no collisions, so there is no energy dissipation.It's quite remarkable. Think about it. In classical physics, there is always some friction, some energy loss. But not here, because it is a quantum effect. But that's not all, because superconductors don't like magnetic fields. So a superconductor will try to expel magnetic field from the inside, and it has the means to do that by circulating currents. Now, the combination of both effects \u2014 the expulsion of magnetic fields and zero electrical resistance \u2014 is exactly a superconductor.But the picture isn't always perfect, as we all know, and sometimes strands of magnetic field remain inside the superconductor. Now, under proper conditions, which we have here, these strands of magnetic field can be trapped inside the superconductor. And these strands of magnetic field inside the superconductor, they come in discrete quantities. Why? Because it is a quantum phenomenon. It's quantum physics. And it turns out that they behave like quantum particles.In this movie here, you can see how they flow one by one discretely. This is strands of magnetic field. These are not particles, but they behave like particles. So, this is why we call this effect quantum levitation and quantum locking.But what happens to the superconductor when we put it inside a magnetic field? Well, first there are strands of magnetic field left inside, but now the superconductor doesn't like them moving around, because their movements dissipate energy, which breaks the superconductivity state. So what it actually does, it locks these strands, which are called fluxons, and it locks these fluxons in place. And by doing that, what it actually does is locking itself in place. Why? Because any movement of the superconductor will change their place, will change their configuration.So we get quantum locking. And let me show you how this works. I have here a superconductor, which I wrapped up so it'd stay cold long enough. And when I place it on top of a regular magnet, it just stays locked in midair.(Applause)Now, this is not just levitation. It's not just repulsion. I can rearrange the fluxons, and it will be locked in this new configuration. Like this, or move it slightly to the right or to the left. So, this is quantum locking \u2014 actually locking \u2014 three-dimensional locking of the superconductor. Of course, I can turn it upside down, and it will remain locked.Now, now that we understand that this so-called levitation is actually locking, Yeah, we understand that. You won't be surprised to hear that if I take this circular magnet, in which the magnetic field is the same all around, the superconductor will be able to freely rotate around the axis of the magnet. Why? Because as long as it rotates, the locking is maintained. You see? I can adjust and I can rotate the superconductor. We have frictionless motion. It is still levitating, but can move freely all around.So, we have quantum locking and we can levitate it on top of this magnet. But how many fluxons, how many magnetic strands are there in a single disk like this? Well, we can calculate it, and it turns out, quite a lot. One hundred billion strands of magnetic field inside this three-inch disk.But that's not the amazing part yet, because there is something I haven't told you yet. And, yeah, the amazing part is that this superconductor that you see here is only half a micron thick. It's extremely thin. And this extremely thin layer is able to levitate more than 70,000 times its own weight. It's a remarkable effect. It's very strong.Now, I can extend this circular magnet, and make whatever track I want. For example, I can make a large circular rail here. And when I place the superconducting disk on top of this rail, it moves freely.(Applause)And again, that's not all. I can adjust its position like this, and rotate, and it freely moves in this new position. And I can even try a new thing; let's try it for the first time. I can take this disk and put it here, and while it stays here \u2014 don't move \u2014 I will try to rotate the track, and hopefully, if I did it correctly, it stays suspended.(Applause)You see, it's quantum locking, not levitation. Now, while I'll let it circulate for a little more, let me tell you a little bit about superconductors. Now \u2014 (Laughter) \u2014 So we now know that we are able to transfer enormous amount of currents inside superconductors, so we can use them to produce strong magnetic fields, such as needed in MRI machines, particle accelerators and so on. But we can also store energy using superconductors, because we have no dissipation.And we could also produce power cables, to transfer enormous amounts of current between power stations. Imagine you could back up a single power station with a single superconducting cable. But what is the future of quantum levitation and quantum locking? Well, let me answer this simple question by giving you an example. Imagine you would have a disk similar to the one I have here in my hand, three-inch diameter, with a single difference. The superconducting layer, instead of being half a micron thin, being two millimeters thin, quite thin. This two-millimeter-thin superconducting layer could hold 1,000 kilograms, a small car, in my hand. Amazing. Thank you.(Applause)" +1027539,44,"Around the world, hundreds of thousands of lost ancient sites lie buried and hidden from view. Satellite archaeologist Sarah Parcak is determined to find them before looters do. With the 2016 TED Prize, Parcak is building an online citizen-science tool called GlobalXplorer that will train an army of volunteer explorers to find and protect the world's hidden heritage. In this talk, she offers a preview of the first place they'll look: Peru -- the home of Machu Picchu, the Nazca lines and other archaeological wonders waiting to be discovered.",419,TEDSummit,1466985600,31,Sarah Parcak,Sarah Parcak: Hunting for Peru's lost civilizations -- with satellites,1,1471446470,"[{'id': 22, 'name': 'Fascinating', 'count': 228}, {'id': 10, 'name': 'Inspiring', 'count': 179}, {'id': 9, 'name': 'Ingenious', 'count': 75}, {'id': 11, 'name': 'Longwinded', 'count': 10}, {'id': 26, 'name': 'Obnoxious', 'count': 3}, {'id': 7, 'name': 'Funny', 'count': 16}, {'id': 8, 'name': 'Informative', 'count': 140}, {'id': 25, 'name': 'OK', 'count': 39}, {'id': 1, 'name': 'Beautiful', 'count': 35}, {'id': 24, 'name': 'Persuasive', 'count': 13}, {'id': 3, 'name': 'Courageous', 'count': 22}, {'id': 21, 'name': 'Unconvincing', 'count': 24}, {'id': 23, 'name': 'Jaw-dropping', 'count': 28}, {'id': 2, 'name': 'Confusing', 'count': 10}]","[{'id': 1477, 'hero': 'https://pe.tedcdn.com/images/ted/4c145ac3db240ffb9e0aa0e5c53296d44f84c43e_2880x1620.jpg', 'speaker': 'Sarah Parcak', 'title': 'Archaeology from space', 'duration': 320, 'slug': 'sarah_parcak_archeology_from_space', 'viewed_count': 953860}, {'id': 2222, 'hero': 'https://pe.tedcdn.com/images/ted/951ba042af28814253caf72a9c5b85b04e7912aa_2880x1620.jpg', 'speaker': 'Dave Isay', 'title': 'Everyone around you has a story the world needs to hear', 'duration': 1298, 'slug': 'dave_isay_everyone_around_you_has_a_story_the_world_needs_to_hear', 'viewed_count': 1839904}, {'id': 1949, 'hero': 'https://pe.tedcdn.com/images/ted/ab232c0205b44eb5cfeeda3ca663c6a1464bb2d6_1600x1200.jpg', 'speaker': 'Charmian Gooch', 'title': 'My wish: To launch a new era of openness in business', 'duration': 971, 'slug': 'charmian_gooch_my_wish_to_launch_a_new_era_of_openness_in_business', 'viewed_count': 760231}, {'id': 2673, 'hero': 'https://pe.tedcdn.com/images/ted/112f4f9d7cdb317e82e55e3a67f4bd098ef15512_2880x1620.jpg', 'speaker': 'Sarah Parcak', 'title': ""Help discover ancient ruins -- before it's too late"", 'duration': 1308, 'slug': 'sarah_parcak_help_discover_ancient_ruins_before_it_s_too_late', 'viewed_count': 799864}, {'id': 1266, 'hero': 'https://pe.tedcdn.com/images/ted/38bcdfd637378a297afda96cfc9747a61d3afb85_800x600.jpg', 'speaker': 'Ben Kacyra', 'title': 'Ancient wonders captured in 3D', 'duration': 740, 'slug': 'ben_kacyra_ancient_wonders_captured_in_3d', 'viewed_count': 487013}, {'id': 8, 'hero': 'https://pe.tedcdn.com/images/ted/10775_480x360.jpg', 'speaker': 'David Rockwell', 'title': 'A memorial at Ground Zero', 'duration': 1477, 'slug': 'david_rockwell_builds_at_ground_zero', 'viewed_count': 404426}]",Satellite archaeologist + TED Prize winner,"['South America', 'TED Fellows', 'TED Prize', 'adventure', 'ancient world', 'archaeology', 'conservation', 'crowdsourcing', 'culture', 'curiosity', 'discovery', 'exploration', 'global issues', 'history', 'humanity', 'innovation', 'space', 'technology', 'world cultures']",Hunting for Peru's lost civilizations -- with satellites,"https://www.ted.com/talks/sarah_parcak_hunting_for_peru_s_lost_civilizations_with_satellites +","In July of 1911, a 35-year-old Yale graduate and professor set out from his rainforest camp with his team. After climbing a steep hill and wiping the sweat from his brow, he described what he saw beneath him. He saw rising from the dense rainforest foliage this incredible interlocking maze of structures built of granite, beautifully put together.What's amazing about this project is that it was the first funded by National Geographic, and it graced the front cover of its magazine in 1912. This professor used state-of-the-art photography equipment to record the site, forever changing the face of exploration.The site was Machu Picchu, discovered and explored by Hiram Bingham. When he saw the site, he asked, ""This is an impossible dream. What could it be?""So today, 100 years later, I invite you all on an incredible journey with me, a 37-year-old Yale graduate and professor.(Cheers)We will do nothing less than use state-of-the-art technology to map an entire country. This is a dream started by Hiram Bingham, but we are expanding it to the world, making archaeological exploration more open, inclusive, and at a scale simply not previously possible.This is why I am so excited to share with you all today that we will begin the 2016 TED Prize platform in Latin America, more specifically Peru.(Applause)Thank you.We will be taking Hiram Bingham's impossible dream and turning it into an amazing future that we can all share in together.So Peru doesn't just have Machu Picchu. It has absolutely stunning jewelry, like what you can see here. It has amazing Moche pottery of human figures. It has the Nazca Lines and amazing textiles. So as part of the TED Prize platform, we are going to partnering with some incredible organizations, first of all with DigitalGlobe, the world's largest provider of high-resolution commercial satellite imagery. They're going to be helping us build out this amazing crowdsourcing platform they have. Maybe some of you used it with the MH370 crash and search for the airplane. Of course, they'll also be providing us with the satellite imagery. National Geographic will be helping us with education and of course exploration. As well, they'll be providing us with rich content for the platform, including some of the archival imagery like you saw at the beginning of this talk and some of their documentary footage. We've already begun to build and plan the platform, and I'm just so excited.So here's the cool part. My team, headed up by Chase Childs, is already beginning to look at some of the satellite imagery. Of course, what you can see here is 0.3-meter data. This is site called Chan Chan in northern Peru. It dates to 850 AD. It's a really amazing city, but let's zoom in. This is the type and quality of data that you all will get to see. You can see individual structures, individual buildings. And we've already begun to find previously unknown sites. What we can say already is that as part of the platform, you will all help discover thousands of previously unknown sites, like this one here, and this potentially large one here. Unfortunately, we've also begun to uncover large-scale looting at sites, like what you see here. So many sites in Peru are threatened, but the great part is that all of this data is going to be shared with archaeologists on the front lines of protecting these sites.So I was just in Peru, meeting with their Minister of Culture as well as UNESCO. We'll be collaborating closely with them. Just so you all know, the site is going to be in both English and Spanish, which is absolutely essential to make sure that people in Peru and across Latin America can participate. Our main project coprincipal investigator is the gentleman you see here, Dr. Luis Jaime Castillo, professor at Catholic University. As a respected Peruvian archaeologist and former vice-minister, Dr. Castillo will be helping us coordinate and share the data with archaeologists so they can explore these sites on the ground. He also runs this amazing drone mapping program, some of the images of which you can see behind me here and here. And this data will be incorporated into the platform, and also he'll be helping to image some of the new sites you help find.Our on-the-ground partner who will be helping us with education, outreach, as well as site preservation components, is the Sustainable Preservation Initiative, led by Dr. Larry Coben. Some of you may not be aware that some of the world's poorest communities coexist with some of the world's most well-known archaeological sites. What SPI does is it helps to empower these communities, in particular women, with new economic approaches and business training. So it helps to teach them to create beautiful handicrafts which are then sold on to tourists. This empowers the women to treasure their cultural heritage and take ownership of it. I had the opportunity to spend some time with 24 of these women at a well-known archaeological site called Pachacamac, just outside Lima. These women were unbelievably inspiring, and what's great is that SPI will help us transform communities near some of the sites that you help to discover.Peru is just the beginning. We're going to be expanding this platform to the world, but already I've gotten thousands of emails from people all across the world \u2014 professors, educators, students, and other archaeologists \u2014 who are so excited to help participate. In fact, they're already suggesting amazing places for us to help discover, including Atlantis. I don't know if we're going to be looking for Atlantis, but you never know.So I'm just so excited to launch this platform. It's going to be launched formally by the end of the year. And I have to say, if what my team has already discovered in the past few weeks are any indication, what the world discovers is just going to be beyond imagination. Make sure to hold on to your alpacas.Thank you very much.(Applause)Thank you.(Applause)" +772299,147,"Charles Leadbeater went looking for radical new forms of education -- and found them in the slums of Rio and Kibera, where some of the world's poorest kids are finding transformative new ways to learn. And this informal, disruptive new kind of school, he says, is what all schools need to become.",1138,TEDSalon London 2010,1272153600,29,Charles Leadbeater,Charles Leadbeater: Education innovation in the slums,1,1277282880,"[{'id': 25, 'name': 'OK', 'count': 71}, {'id': 9, 'name': 'Ingenious', 'count': 55}, {'id': 22, 'name': 'Fascinating', 'count': 132}, {'id': 8, 'name': 'Informative', 'count': 222}, {'id': 11, 'name': 'Longwinded', 'count': 42}, {'id': 10, 'name': 'Inspiring', 'count': 299}, {'id': 23, 'name': 'Jaw-dropping', 'count': 23}, {'id': 21, 'name': 'Unconvincing', 'count': 16}, {'id': 24, 'name': 'Persuasive', 'count': 197}, {'id': 3, 'name': 'Courageous', 'count': 56}, {'id': 26, 'name': 'Obnoxious', 'count': 10}, {'id': 2, 'name': 'Confusing', 'count': 6}, {'id': 1, 'name': 'Beautiful', 'count': 18}, {'id': 7, 'name': 'Funny', 'count': 16}]","[{'id': 175, 'hero': 'https://pe.tedcdn.com/images/ted/20665_480x360.jpg', 'speaker': 'Sugata Mitra', 'title': 'Kids can teach themselves', 'duration': 1259, 'slug': 'sugata_mitra_shows_how_kids_teach_themselves', 'viewed_count': 1486873}, {'id': 63, 'hero': 'https://pe.tedcdn.com/images/ted/137_480x360.jpg', 'speaker': 'Charles Leadbeater', 'title': 'The era of open innovation', 'duration': 1141, 'slug': 'charles_leadbeater_on_innovation', 'viewed_count': 1409371}, {'id': 865, 'hero': 'https://pe.tedcdn.com/images/ted/172559_800x600.jpg', 'speaker': 'Ken Robinson', 'title': 'Bring on the learning revolution!', 'duration': 1008, 'slug': 'sir_ken_robinson_bring_on_the_revolution', 'viewed_count': 7266326}, {'id': 1232, 'hero': 'https://pe.tedcdn.com/images/ted/0e3e4e92d5ee8ae0e43962d447d3f790b31099b8_800x600.jpg', 'speaker': 'Geoff Mulgan', 'title': 'A short intro to the Studio School', 'duration': 376, 'slug': 'geoff_mulgan_a_short_intro_to_the_studio_school', 'viewed_count': 667979}, {'id': 1738, 'hero': 'https://pe.tedcdn.com/images/ted/de98b161ad1434910ff4b56c89de71af04b8b873_1600x1200.jpg', 'speaker': 'Ken Robinson', 'title': ""How to escape education's death valley"", 'duration': 1151, 'slug': 'ken_robinson_how_to_escape_education_s_death_valley', 'viewed_count': 6657707}, {'id': 1667, 'hero': 'https://pe.tedcdn.com/images/ted/2d0b8ee49363b194451f7c23755b563f5c9337f0_2880x1620.jpg', 'speaker': 'Andreas Schleicher', 'title': 'Use data to build better schools', 'duration': 1187, 'slug': 'andreas_schleicher_use_data_to_build_better_schools', 'viewed_count': 699034}]",Innovation consultant,"['cities', 'education', 'global issues', 'innovation']",Education innovation in the slums,"https://www.ted.com/talks/charles_leadbeater_on_education +","It's a great pleasure to be here. It's a great pleasure to speak after Brian Cox from CERN. I think CERN is the home of the Large Hadron Collider. What ever happened to the Small Hadron Collider? Where is the Small Hadron Collider? Because the Small Hadron Collider once was the big thing. Now, the Small Hadron Collider is in a cupboard, overlooked and neglected. You know when the Large Hadron Collider started, and it didn't work, and people tried to work out why, it was the Small Hadron Collider team who sabotaged it because they were so jealous. The whole Hadron Collider family needs unlocking.The lesson of Brian's presentation, in a way \u2014 all those fantastic pictures \u2014 is this really: that vantage point determines everything that you see. What Brian was saying was science has opened up successively different vantage points from which we can see ourselves, and that's why it's so valuable. So the vantage point you take determines virtually everything that you will see. The question that you will ask will determine much of the answer that you get.And so if you ask this question: Where would you look to see the future of education? The answer that we've traditionally given to that is very straightforward, at least in the last 20 years: You go to Finland. Finland is the best place in the world to see school systems. The Finns may be a bit boring and depressive and there's a very high suicide rate, but by golly, they are qualified. And they have absolutely amazing education systems. So we all troop off to Finland, and we wonder at the social democratic miracle of Finland and its cultural homogeneity and all the rest of it, and then we struggle to imagine how we might bring lessons back.Well, so, for this last year, with the help of Cisco who sponsored me, for some balmy reason, to do this, I've been looking somewhere else. Because actually radical innovation does sometimes come from the very best, but it often comes from places where you have huge need \u2014 unmet, latent demand \u2014 and not enough resources for traditional solutions to work \u2014 traditional, high-cost solutions, which depend on professionals, which is what schools and hospitals are.So I ended up in places like this. This is a place called Monkey Hill. It's one of the hundreds of favelas in Rio. Most of the population growth of the next 50 years will be in cities. We'll grow by six cities of 12 million people a year for the next 30 years. Almost all of that growth will be in the developed world. Almost all of that growth will be in places like Monkey Hill. This is where you'll find the fastest growing young populations of the world. So if you want recipes to work \u2014 for virtually anything \u2014 health, education, government politics and education \u2014 you have to go to these places. And if you go to these places, you meet people like this.This is a guy called Juanderson. At the age of 14, in common with many 14-year-olds in the Brazilian education system, he dropped out of school. It was boring. And Juanderson, instead, went into what provided kind of opportunity and hope in the place that he lived, which was the drugs trade. And by the age of 16, with rapid promotion, he was running the drugs trade in 10 favelas. He was turning over 200,000 dollars a week. He employed 200 people. He was going to be dead by the age of 25. And luckily, he met this guy, who is Rodrigo Baggio, the owner of the first laptop to ever appear in Brazil. 1994, Rodrigo started something called CDI, which took computers donated by corporations, put them into community centers in favelas and created places like this. What turned Juanderson around was technology for learning that made learning fun and accessible.Or you can go to places like this. This is Kibera, which is the largest slum in East Africa. Millions of people living here, stretched over many kilometers. And there I met these two, Azra on the left, Maureen on the right. They just finished their Kenyan certificate of secondary education. That name should tell you that the Kenyan education system borrows almost everything from Britain, circa 1950, but has managed to make it even worse. So there are schools in slums like this. They're places like this. That's where Maureen went to school. They're private schools. There are no state schools in slums. And the education they got was pitiful. It was in places like this. This a school set up by some nuns in another slum called Nakuru. Half the children in this classroom have no parents because they've died through AIDS. The other half have one parent because the other parent has died through AIDS. So the challenges of education in this kind of place are not to learn the kings and queens of Kenya or Britain. They are to stay alive, to earn a living, to not become HIV positive. The one technology that spans rich and poor in places like this is not anything to do with industrial technology. It's not to do with electricity or water. It's the mobile phone. If you want to design from scratch virtually any service in Africa, you would start now with the mobile phone. Or you could go to places like this.This is a place called the Madangiri Settlement Colony, which is a very developed slum about 25 minutes outside New Delhi, where I met these characters who showed me around for the day. The remarkable thing about these girls, and the sign of the kind of social revolution sweeping through the developing world is that these girls are not married. Ten years ago, they certainly would have been married. Now they're not married, and they want to go on to study further, to have a career. They've been brought up by mothers who are illiterate, who have never ever done homework. All across the developing world there are millions of parents \u2014 tens, hundreds of millions \u2014 who for the first time are with children doing homework and exams. And the reason they carry on studying is not because they went to a school like this. This is a private school. This is a fee-pay school. This is a good school. This is the best you can get in Hyderabad in Indian education. The reason they went on studying was this.This is a computer installed in the entrance to their slum by a revolutionary social entrepreneur called Sugata Mitra who has conducted the most radical experiments, showing that children, in the right conditions, can learn on their own with the help of computers. Those girls have never touched Google. They know nothing about Wikipedia. Imagine what their lives would be like if you could get that to them.So if you look, as I did, through this tour, and by looking at about a hundred case studies of different social entrepreneurs working in these very extreme conditions, look at the recipes that they come up with for learning, they look nothing like school. What do they look like? Well, education is a global religion. And education, plus technology, is a great source of hope. You can go to places like this.This is a school three hours outside of Sao Paulo. Most of the children there have parents who are illiterate. Many of them don't have electricity at home. But they find it completely obvious to use computers, websites, make videos, so on and so forth. When you go to places like this what you see is that education in these settings works by pull, not push. Most of our education system is push. I was literally pushed to school. When you get to school, things are pushed at you: knowledge, exams, systems, timetables. If you want to attract people like Juanderson who could, for instance, buy guns, wear jewelry, ride motorbikes and get girls through the drugs trade, and you want to attract him into education, having a compulsory curriculum doesn't really make sense. That isn't really going to attract him. You need to pull him. And so education needs to work by pull, not push.And so the idea of a curriculum is completely irrelevant in a setting like this. You need to start education from things that make a difference to them in their settings. What does that? Well, the key is motivation, and there are two aspects to it. One is to deliver extrinsic motivation, that education has a payoff. Our education systems all work on the principle that there is a payoff, but you have to wait quite a long time. That's too long if you're poor. Waiting 10 years for the payoff from education is too long when you need to meet daily needs, when you've got siblings to look after or a business to help with. So you need education to be relevant and help people to make a living there and then, often. And you also need to make it intrinsically interesting.So time and again, I found people like this. This is an amazing guy, Sebastiao Rocha, in Belo Horizonte, in the third largest city in Brazil. He's invented more than 200 games to teach virtually any subject under the sun. In the schools and communities that Taio works in, the day always starts in a circle and always starts from a question. Imagine an education system that started from questions, not from knowledge to be imparted, or started from a game, not from a lesson, or started from the premise that you have to engage people first before you can possibly teach them. Our education systems, you do all that stuff afterward, if you're lucky, sport, drama, music. These things, they teach through. They attract people to learning because it's really a dance project or a circus project or, the best example of all \u2014 El Sistema in Venezuela \u2014 it's a music project. And so you attract people through that into learning, not adding that on after all the learning has been done and you've eaten your cognitive greens.So El Sistema in Venezuela uses a violin as a technology of learning. Taio Rocha uses making soap as a technology of learning. And what you find when you go to these schemes is that they use people and places in incredibly creative ways. Masses of peer learning. How do you get learning to people when there are no teachers, when teachers won't come, when you can't afford them, and even if you do get teachers, what they teach isn't relevant to the communities that they serve? Well, you create your own teachers. You create peer-to-peer learning, or you create para-teachers, or you bring in specialist skills. But you find ways to get learning that's relevant to people through technology, people and places that are different.So this is a school in a bus on a building site in Pune, the fastest growing city in Asia. Pune has 5,000 building sites. It has 30,000 children on those building sites. That's one city. Imagine that urban explosion that's going to take place across the developing world and how many thousands of children will spend their school years on building sites. Well, this is a very simple scheme to get the learning to them through a bus. And they all treat learning, not as some sort of academic, analytical activity, but as that's something that's productive, something you make, something that you can do, perhaps earn a living from.So I met this character, Steven. He'd spent three years in Nairobi living on the streets because his parents had died of AIDS. And he was finally brought back into school, not by the offer of GCSEs, but by the offer of learning how to become a carpenter, a practical making skill. So the trendiest schools in the world, High Tech High and others, they espouse a philosophy of learning as productive activity. Here, there isn't really an option. Learning has to be productive in order for it to make sense.And finally, they have a different model of scale, and it's a Chinese restaurant model of how to scale. And I learned it from this guy, who is an amazing character. He's probably the most remarkable social entrepreneur in education in the world. His name is Madhav Chavan, and he created something called Pratham. And Pratham runs preschool play groups for, now, 21 million children in India. It's the largest NGO in education in the world. And it also supports working-class kids going into Indian schools. He's a complete revolutionary. He's actually a trade union organizer by background, and that's how he learned the skills to build his organization.When they got to a certain stage, Pratham got big enough to attract some pro bono support from McKinsey. McKinsey came along and looked at his model and said, ""You know what you should do with this, Madhav? You should turn it into McDonald's. And what you do when you go to any new site is you kind of roll out a franchise. And it's the same wherever you go. It's reliable and people know exactly where they are. And there will be no mistakes."" And Madhav said, ""Why do we have to do it that way? Why can't we do it more like the Chinese restaurants?""There are Chinese restaurants everywhere, but there is no Chinese restaurant chain. Yet, everyone knows what is a Chinese restaurant. They know what to expect, even though it'll be subtly different and the colors will be different and the name will be different. You know a Chinese restaurant when you see it. These people work with the Chinese restaurant model \u2014 same principles, different applications and different settings \u2014 not the McDonald's model. The McDonald's model scales. The Chinese restaurant model spreads.So mass education started with social entrepreneurship in the 19th century. And that's desperately what we need again on a global scale. And what can we learn from all of that? Well, we can learn a lot because our education systems are failing desperately in many ways. They fail to reach the people they most need to serve. They often hit their target but miss the point. Improvement is increasingly difficult to organize; our faith in these systems, incredibly fraught. And this is just a very simple way of understanding what kind of innovation, what kind of different design we need.There are two basic types of innovation. There's sustaining innovation, which will sustain an existing institution or an organization, and disruptive innovation that will break it apart, create some different way of doing it. There are formal settings \u2014 schools, colleges, hospitals \u2014 in which innovation can take place, and informal settings \u2014 communities, families, social networks. Almost all our effort goes in this box, sustaining innovation in formal settings, getting a better version of the essentially Bismarckian school system that developed in the 19th century. And as I said, the trouble with this is that, in the developing world there just aren't teachers to make this model work. You'd need millions and millions of teachers in China, India, Nigeria and the rest of developing world to meet need. And in our system, we know that simply doing more of this won't eat into deep educational inequalities, especially in inner cities and former industrial areas.So that's why we need three more kinds of innovation. We need more reinvention. And all around the world now you see more and more schools reinventing themselves. They're recognizably schools, but they look different. There are Big Picture schools in the U.S. and Australia. There are Kunskapsskolan schools in Sweden. Of 14 of them, only two of them are in schools. Most of them are in other buildings not designed as schools. There is an amazing school in Northen Queensland called Jaringan. And they all have the same kind of features: highly collaborative, very personalized, often pervasive technology, learning that starts from questions and problems and projects, not from knowledge and curriculum. So we certainly need more of that.But because so many of the issues in education aren't just in school, they're in family and community, what you also need, definitely, is more on the right hand side. You need efforts to supplement schools. The most famous of these is Reggio Emilia in Italy, the family-based learning system to support and encourage people in schools. The most exciting is the Harlem Children's Zone, which over 10 years, led by Geoffrey Canada, has, through a mixture of schooling and family and community projects, attempted to transform not just education in schools, but the entire culture and aspiration of about 10,000 families in Harlem. We need more of that completely new and radical thinking. You can go to places an hour away, less, from this room, just down the road, which need that, which need radicalism of a kind that we haven't imagined.And finally, you need transformational innovation that could imagine getting learning to people in completely new and different ways. So we are on the verge, 2015, of an amazing achievement, the schoolification of the world. Every child up to the age of 15 who wants a place in school will be able to have one in 2015. It's an amazing thing. But it is, unlike cars, which have developed so rapidly and orderly, actually the school system is recognizably an inheritance from the 19th century, from a Bismarkian model of German schooling that got taken up by English reformers, and often by religious missionaries, taken up in the United States as a force of social cohesion, and then in Japan and South Korea as they developed.It's recognizably 19th century in its roots. And of course it's a huge achievement. And of course it will bring great things. It will bring skills and learning and reading. But it will also lay waste to imagination. It will lay waste to appetite. It will lay waste to social confidence. It will stratify society as much as it liberates it. And we are bequeathing to the developing world school systems that they will now spend a century trying to reform. That is why we need really radical thinking, and why radical thinking is now more possible and more needed than ever in how we learn.Thank you. (Applause)" +722877,126,"In this provocative talk, journalist Andrew Mwenda asks us to reframe the ""African question"" -- to look beyond the media's stories of poverty, civil war and helplessness and see the opportunities for creating wealth and happiness throughout the continent.",1027,TEDGlobal 2007,1181088000,30,Andrew Mwenda,Andrew Mwenda: Aid for Africa? No thanks.,1,1188884220,"[{'id': 3, 'name': 'Courageous', 'count': 240}, {'id': 10, 'name': 'Inspiring', 'count': 251}, {'id': 8, 'name': 'Informative', 'count': 403}, {'id': 7, 'name': 'Funny', 'count': 52}, {'id': 9, 'name': 'Ingenious', 'count': 64}, {'id': 1, 'name': 'Beautiful', 'count': 25}, {'id': 22, 'name': 'Fascinating', 'count': 115}, {'id': 21, 'name': 'Unconvincing', 'count': 15}, {'id': 2, 'name': 'Confusing', 'count': 9}, {'id': 24, 'name': 'Persuasive', 'count': 1020}, {'id': 23, 'name': 'Jaw-dropping', 'count': 67}, {'id': 25, 'name': 'OK', 'count': 38}, {'id': 11, 'name': 'Longwinded', 'count': 8}, {'id': 26, 'name': 'Obnoxious', 'count': 7}]","[{'id': 152, 'hero': 'https://pe.tedcdn.com/images/ted/4aed32875055ca63b00cadbba9f05628f96ef49e_1600x1200.jpg', 'speaker': 'Ngozi Okonjo-Iweala', 'title': 'Aid versus trade', 'duration': 1330, 'slug': 'ngozi_okonjo_iweala_on_aid_versus_trade', 'viewed_count': 524049}, {'id': 157, 'hero': 'https://pe.tedcdn.com/images/ted/be5c07718e417a0d20210bc62a322a1bca977df2_1600x1200.jpg', 'speaker': 'Jacqueline Novogratz', 'title': 'Patient capitalism', 'duration': 1103, 'slug': 'jacqueline_novogratz_on_patient_capitalism', 'viewed_count': 836269}, {'id': 151, 'hero': 'https://pe.tedcdn.com/images/ted/74643ff40cb7b9c9b179287654eef20ab9162245_1600x1200.jpg', 'speaker': 'George Ayittey', 'title': ""Africa's cheetahs versus hippos"", 'duration': 1070, 'slug': 'george_ayittey_on_cheetahs_vs_hippos', 'viewed_count': 648234}, {'id': 2560, 'hero': 'https://pe.tedcdn.com/images/ted/55c25b42a0b5f2372d037f3ec0b957c01b021dae_2880x1620.jpg', 'speaker': 'Ngozi Okonjo-Iweala', 'title': 'How Africa can keep rising', 'duration': 923, 'slug': 'ngozi_okonjo_iweala_how_africa_can_keep_rising', 'viewed_count': 778801}, {'id': 1929, 'hero': 'https://pe.tedcdn.com/images/ted/82bbf525e7b13a879e6b7299303ec510f7ceb9fb_1600x1200.jpg', 'speaker': 'Michael Metcalfe', 'title': 'We need money for aid. So let\u2019s print it.', 'duration': 864, 'slug': 'michael_metcalfe_we_need_money_for_aid_so_let_s_print_it', 'viewed_count': 756965}, {'id': 127, 'hero': 'https://pe.tedcdn.com/images/ted/5cd871dcf27ba4288021c2bfe6a3f6796dab2538_2880x1620.jpg', 'speaker': 'Ngozi Okonjo-Iweala', 'title': 'Want to help Africa? Do business here', 'duration': 1213, 'slug': 'ngozi_okonjo_iweala_on_doing_business_in_africa', 'viewed_count': 1044185}]",Journalist,"['Africa', 'business', 'global development', 'global issues', 'investment', 'philanthropy', 'technology']",Aid for Africa? No thanks.,"https://www.ted.com/talks/andrew_mwenda_takes_a_new_look_at_africa +","I am very, very happy to be amidst some of the most \u2014 the lights are really disturbing my eyes and they're reflecting on my glasses. I am very happy and honored to be amidst very, very innovative and intelligent people. I have listened to the three previous speakers, and guess what happened? Every single thing I planned to say, they have said it here, and it looks and sounds like I have nothing else to say.(Laughter)But there is a saying in my culture that if a bud leaves a tree without saying something, that bud is a young one. So, I will \u2014 since I am not young and am very old, I still will say something.We are hosting this conference at a very opportune moment, because another conference is taking place in Berlin. It is the G8 Summit. The G8 Summit proposes that the solution to Africa's problems should be a massive increase in aid, something akin to the Marshall Plan. Unfortunately, I personally do not believe in the Marshall Plan. One, because the benefits of the Marshall Plan have been overstated. Its largest recipients were Germany and France, and it was only 2.5 percent of their GDP. An average African country receives foreign aid to the tune of 13, 15 percent of its GDP, and that is an unprecedented transfer of financial resources from rich countries to poor countries.But I want to say that there are two things we need to connect. How the media covers Africa in the West, and the consequences of that. By displaying despair, helplessness and hopelessness, the media is telling the truth about Africa, and nothing but the truth. However, the media is not telling us the whole truth. Because despair, civil war, hunger and famine, although they're part and parcel of our African reality, they are not the only reality. And secondly, they are the smallest reality.Africa has 53 nations. We have civil wars only in six countries, which means that the media are covering only six countries. Africa has immense opportunities that never navigate through the web of despair and helplessness that the Western media largely presents to its audience. But the effect of that presentation is, it appeals to sympathy. It appeals to pity. It appeals to something called charity. And, as a consequence, the Western view of Africa's economic dilemma is framed wrongly. The wrong framing is a product of thinking that Africa is a place of despair. What should we do with it? We should give food to the hungry. We should deliver medicines to those who are ill. We should send peacekeeping troops to serve those who are facing a civil war. And in the process, Africa has been stripped of self-initiative.I want to say that it is important to recognize that Africa has fundamental weaknesses. But equally, it has opportunities and a lot of potential. We need to reframe the challenge that is facing Africa, from a challenge of despair, which is called poverty reduction, to a challenge of hope. We frame it as a challenge of hope, and that is worth creation. The challenge facing all those who are interested in Africa is not the challenge of reducing poverty. It should be a challenge of creating wealth.Once we change those two things \u2014 if you say the Africans are poor and they need poverty reduction, you have the international cartel of good intentions moving onto the continent, with what? Medicines for the poor, food relief for those who are hungry, and peacekeepers for those who are facing civil war. And in the process, none of these things really are productive because you are treating the symptoms, not the causes of Africa's fundamental problems. Sending somebody to school and giving them medicines, ladies and gentlemen, does not create wealth for them. Wealth is a function of income, and income comes from you finding a profitable trading opportunity or a well-paying job.Now, once we begin to talk about wealth creation in Africa, our second challenge will be, who are the wealth-creating agents in any society? They are entrepreneurs. [Unclear] told us they are always about four percent of the population, but 16 percent are imitators. But they also succeed at the job of entrepreneurship. So, where should we be putting the money? We need to put money where it can productively grow. Support private investment in Africa, both domestic and foreign. Support research institutions, because knowledge is an important part of wealth creation.But what is the international aid community doing with Africa today? They are throwing large sums of money for primary health, for primary education, for food relief. The entire continent has been turned into a place of despair, in need of charity. Ladies and gentlemen, can any one of you tell me a neighbor, a friend, a relative that you know, who became rich by receiving charity? By holding the begging bowl and receiving alms? Does any one of you in the audience have that person? Does any one of you know a country that developed because of the generosity and kindness of another? Well, since I'm not seeing the hand, it appears that what I'm stating is true.(Bono: Yes!)Andrew Mwenda: I can see Bono says he knows the country. Which country is that?(Bono: It's an Irish land.)(Laughter)(Bono: [unclear])AM: Thank you very much. But let me tell you this. External actors can only present to you an opportunity. The ability to utilize that opportunity and turn it into an advantage depends on your internal capacity. Africa has received many opportunities. Many of them we haven't benefited much. Why? Because we lack the internal, institutional framework and policy framework that can make it possible for us to benefit from our external relations. I'll give you an example.Under the Cotonou Agreement, formerly known as the Lome Convention, African countries have been given an opportunity by Europe to export goods, duty-free, to the European Union market. My own country, Uganda, has a quota to export 50,000 metric tons of sugar to the European Union market. We haven't exported one kilogram yet. We import 50,000 metric tons of sugar from Brazil and Cuba. Secondly, under the beef protocol of that agreement, African countries that produce beef have quotas to export beef duty-free to the European Union market. None of those countries, including Africa's most successful nation, Botswana, has ever met its quota.So, I want to argue today that the fundamental source of Africa's inability to engage the rest of the world in a more productive relationship is because it has a poor institutional and policy framework. And all forms of intervention need support, the evolution of the kinds of institutions that create wealth, the kinds of institutions that increase productivity. How do we begin to do that, and why is aid the bad instrument? Aid is the bad instrument, and do you know why? Because all governments across the world need money to survive. Money is needed for a simple thing like keeping law and order. You have to pay the army and the police to show law and order. And because many of our governments are quite dictatorial, they need really to have the army clobber the opposition. The second thing you need to do is pay your political hangers-on. Why should people support their government? Well, because it gives them good, paying jobs, or, in many African countries, unofficial opportunities to profit from corruption.The fact is no government in the world, with the exception of a few, like that of Idi Amin, can seek to depend entirely on force as an instrument of rule. Many countries in the [unclear], they need legitimacy. To get legitimacy, governments often need to deliver things like primary education, primary health, roads, build hospitals and clinics. If the government's fiscal survival depends on it having to raise money from its own people, such a government is driven by self-interest to govern in a more enlightened fashion. It will sit with those who create wealth. Talk to them about the kind of policies and institutions that are necessary for them to expand a scale and scope of business so that it can collect more tax revenues from them. The problem with the African continent and the problem with the aid industry is that it has distorted the structure of incentives facing the governments in Africa. The productive margin in our governments' search for revenue does not lie in the domestic economy, it lies with international donors.Rather than sit with Ugandan \u2014(Applause) \u2014rather than sit with Ugandan entrepreneurs, Ghanaian businessmen, South African enterprising leaders, our governments find it more productive to talk to the IMF and the World Bank. I can tell you, even if you have ten Ph.Ds., you can never beat Bill Gates in understanding the computer industry. Why? Because the knowledge that is required for you to understand the incentives necessary to expand a business \u2014 it requires that you listen to the people, the private sector actors in that industry.Governments in Africa have therefore been given an opportunity, by the international community, to avoid building productive arrangements with your own citizens, and therefore allowed to begin endless negotiations with the IMF and the World Bank, and then it is the IMF and the World Bank that tell them what its citizens need. In the process, we, the African people, have been sidelined from the policy-making, policy-orientation, and policy- implementation process in our countries. We have limited input, because he who pays the piper calls the tune. The IMF, the World Bank, and the cartel of good intentions in the world has taken over our rights as citizens, and therefore what our governments are doing, because they depend on aid, is to listen to international creditors rather than their own citizens.But I want to put a caveat on my argument, and that caveat is that it is not true that aid is always destructive. Some aid may have built a hospital, fed a hungry village. It may have built a road, and that road may have served a very good role. The mistake of the international aid industry is to pick these isolated incidents of success, generalize them, pour billions and trillions of dollars into them, and then spread them across the whole world, ignoring the specific and unique circumstances in a given village, the skills, the practices, the norms and habits that allowed that small aid project to succeed \u2014 like in Sauri village, in Kenya, where Jeffrey Sachs is working \u2014 and therefore generalize this experience as the experience of everybody.Aid increases the resources available to governments, and that makes working in a government the most profitable thing you can have, as a person in Africa seeking a career. By increasing the political attractiveness of the state, especially in our ethnically fragmented societies in Africa, aid tends to accentuate ethnic tensions as every single ethnic group now begins struggling to enter the state in order to get access to the foreign aid pie. Ladies and gentlemen, the most enterprising people in Africa cannot find opportunities to trade and to work in the private sector because the institutional and policy environment is hostile to business. Governments are not changing it. Why? Because they don't need to talk to their own citizens. They talk to international donors. So, the most enterprising Africans end up going to work for government, and that has increased the political tensions in our countries precisely because we depend on aid.I also want to say that it is important for us to note that, over the last 50 years, Africa has been receiving increasing aid from the international community, in the form of technical assistance, and financial aid, and all other forms of aid. Between 1960 and 2003, our continent received 600 billion dollars of aid, and we are still told that there is a lot of poverty in Africa. Where has all the aid gone?I want to use the example of my own country, called Uganda, and the kind of structure of incentives that aid has brought there. In the 2006-2007 budget, expected revenue: 2.5 trillion shillings. The expected foreign aid: 1.9 trillion. Uganda's recurrent expenditure \u2014 by recurrent what do I mean? Hand-to-mouth is 2.6 trillion. Why does the government of Uganda budget spend 110 percent of its own revenue? It's because there's somebody there called foreign aid, who contributes for it. But this shows you that the government of Uganda is not committed to spending its own revenue to invest in productive investments, but rather it devotes this revenue to paying structure of public expenditure. Public administration, which is largely patronage, takes 690 billion. The military, 380 billion. Agriculture, which employs 18 percent of our poverty-stricken citizens, takes only 18 billion. Trade and industry takes 43 billion. And let me show you, what does public expenditure \u2014 rather, public administration expenditure \u2014 in Uganda constitute? There you go. 70 cabinet ministers, 114 presidential advisers, by the way, who never see the president, except on television.(Laughter)(Applause)And when they see him physically, it is at public functions like this, and even there, it is him who advises them.(Laughter)We have 81 units of local government. Each local government is organized like the central government \u2014 a bureaucracy, a cabinet, a parliament, and so many jobs for the political hangers-on. There were 56, and when our president wanted to amend the constitution and remove term limits, he had to create 25 new districts, and now there are 81. Three hundred thirty-three members of parliament. You need Wembley Stadium to host our parliament. One hundred thirty-four commissions and semi-autonomous government bodies, all of which have directors and the cars. And the final thing, this is addressed to Mr. Bono. In his work, he may help us on this.A recent government of Uganda study found that there are 3,000 four-wheel drive motor vehicles at the Minister of Health headquarters. Uganda has 961 sub-counties, each of them with a dispensary, none of which has an ambulance. So, the four-wheel drive vehicles at the headquarters drive the ministers, the permanent secretaries, the bureaucrats and the international aid bureaucrats who work in aid projects, while the poor die without ambulances and medicine.Finally, I want to say that before I came to speak here, I was told that the principle of TEDGlobal is that the good speech should be like a miniskirt. It should be short enough to arouse interest, but long enough to cover the subject. I hope I have achieved that.(Laughter)Thank you very much.(Applause)" +1147037,31,"Stories are necessary, but they're not as magical as they seem, says writer Sisonke Msimang. In this funny and thoughtful talk, Msimang questions our emphasis on storytelling and spotlights the decline of facts. During a critical time when listening has been confused for action, Msimang asks us to switch off our phones, step away from our screens and step out into the real world to create a plan for justice.",766,TEDWomen 2016,1477526400,20,Sisonke Msimang,"Sisonke Msimang: If a story moves you, act on it",1,1484324374,"[{'id': 9, 'name': 'Ingenious', 'count': 64}, {'id': 10, 'name': 'Inspiring', 'count': 494}, {'id': 22, 'name': 'Fascinating', 'count': 126}, {'id': 8, 'name': 'Informative', 'count': 192}, {'id': 1, 'name': 'Beautiful', 'count': 180}, {'id': 2, 'name': 'Confusing', 'count': 9}, {'id': 3, 'name': 'Courageous', 'count': 123}, {'id': 7, 'name': 'Funny', 'count': 141}, {'id': 24, 'name': 'Persuasive', 'count': 201}, {'id': 11, 'name': 'Longwinded', 'count': 7}, {'id': 23, 'name': 'Jaw-dropping', 'count': 25}, {'id': 26, 'name': 'Obnoxious', 'count': 7}, {'id': 25, 'name': 'OK', 'count': 60}, {'id': 21, 'name': 'Unconvincing', 'count': 19}]","[{'id': 462, 'hero': 'https://pe.tedcdn.com/images/ted/71710_800x600.jpg', 'speaker': 'Barry Schwartz', 'title': 'Our loss of wisdom', 'duration': 1245, 'slug': 'barry_schwartz_on_our_loss_of_wisdom', 'viewed_count': 3304057}, {'id': 248, 'hero': 'https://pe.tedcdn.com/images/ted/41661_480x360.jpg', 'speaker': 'Alisa Miller', 'title': 'How the news distorts our worldview', 'duration': 269, 'slug': 'alisa_miller_shares_the_news_about_the_news', 'viewed_count': 1888840}, {'id': 652, 'hero': 'https://pe.tedcdn.com/images/ted/7cefcd151eaf3af5eeb5be038f940e032d8c3518_2880x1620.jpg', 'speaker': 'Chimamanda Ngozi Adichie', 'title': 'The danger of a single story', 'duration': 1129, 'slug': 'chimamanda_adichie_the_danger_of_a_single_story', 'viewed_count': 13299536}, {'id': 1318, 'hero': 'https://pe.tedcdn.com/images/ted/e263f99b7ffddc91cffc3927c99c69c8e01c8810_800x600.jpg', 'speaker': 'Tyler Cowen', 'title': 'Be suspicious of simple stories', 'duration': 957, 'slug': 'tyler_cowen_be_suspicious_of_stories', 'viewed_count': 277383}, {'id': 1379, 'hero': 'https://pe.tedcdn.com/images/ted/21999050384c78a09ce1df4aba46b27f47cbd3c5_2880x1620.jpg', 'speaker': 'Andrew Stanton', 'title': 'The clues to a great story', 'duration': 1156, 'slug': 'andrew_stanton_the_clues_to_a_great_story', 'viewed_count': 2702630}, {'id': 2597, 'hero': 'https://pe.tedcdn.com/images/ted/ce5ea99e0444ab7c800cddf7b931801d45e888b1_2880x1620.jpg', 'speaker': 'Ione Wells', 'title': 'How we talk about sexual assault online', 'duration': 849, 'slug': 'ione_wells_how_we_talk_about_sexual_assault_online', 'viewed_count': 1024142}]","Writer, activist","['Africa', 'Internet', 'activism', 'collaboration', 'communication', 'community', 'empathy', 'global issues', 'humanity', 'inequality', 'journalism', 'motivation', 'news', 'personal growth', 'social change', 'society', 'storytelling', 'writing']","If a story moves you, act on it","https://www.ted.com/talks/sisonke_msimang_if_a_story_moves_you_act_on_it +","So earlier this year, I was informed that I would be doing a TED Talk. So I was excited, then I panicked, then I was excited, then I panicked, and in between the excitement and the panicking, I started to do my research, and my research primarily consisted of Googling how to give a great TED Talk.(Laughter)And interspersed with that, I was Googling Chimamanda Ngozi Adichie. How many of you know who that is?(Cheers)So I was Googling her because I always Google her because I'm just a fan, but also because she always has important and interesting things to say. And the combination of those searches kept leading me to her talk on the dangers of a single story, on what happens when we have a solitary lens through which to understand certain groups of people, and it is the perfect talk. It's the talk that I would have given if I had been famous first.(Laughter)You know, and you know, like, she's African and I'm African, and she's a feminist and I'm a feminist, and she's a storyteller and I'm a storyteller, so I really felt like it's my talk.(Laughter)So I decided that I was going to learn how to code, and then I was going to hack the internet and I would take down all the copies of that talk that existed, and then I would memorize it, and then I would come here and deliver it as if it was my own speech. So that plan was going really well, except the coding part, and then one morning a few months ago, I woke up to the news that the wife of a certain presidential candidate had given a speech that \u2014(Laughter)(Applause)that sounded eerily like a speech given by one of my other faves, Michelle Obama.(Cheers)And so I decided that I should probably write my own TED Talk, and so that is what I am here to do. I'm here to talk about my own observations about storytelling. I want to talk to you about the power of stories, of course, but I also want to talk about their limitations, particularly for those of us who are interested in social justice.So since Adichie gave that talk seven years ago, there has been a boom in storytelling. Stories are everywhere, and if there was a danger in the telling of one tired old tale, then I think there has got to be lots to celebrate about the flourishing of so many stories and so many voices. Stories are the antidote to bias. In fact, today, if you are middle class and connected via the internet, you can download stories at the touch of a button or the swipe of a screen. You can listen to a podcast about what it's like to grow up Dalit in Kolkata. You can hear an indigenous man in Australia talk about the trials and triumphs of raising his children in dignity and in pride. Stories make us fall in love. They heal rifts and they bridge divides. Stories can even make it easier for us to talk about the deaths of people in our societies who don't matter, because they make us care. Right?I'm not so sure, and I actually work for a place called the Centre for Stories. And my job is to help to tell stories that challenge mainstream narratives about what it means to be black or a Muslim or a refugee or any of those other categories that we talk about all the time. But I come to this work after a long history as a social justice activist, and so I'm really interested in the ways that people talk about nonfiction storytelling as though it's about more than entertainment, as though it's about being a catalyst for social action. It's not uncommon to hear people say that stories make the world a better place. Increasingly, though, I worry that even the most poignant stories, particularly the stories about people who no one seems to care about, can often get in the way of action towards social justice. Now, this is not because storytellers mean any harm. Quite the contrary. Storytellers are often do-gooders like me and, I suspect, yourselves. And the audiences of storytellers are often deeply compassionate and empathetic people. Still, good intentions can have unintended consequences, and so I want to propose that stories are not as magical as they seem. So three \u2014 because it's always got to be three \u2014 three reasons why I think that stories don't necessarily make the world a better place.Firstly, stories can create an illusion of solidarity. There is nothing like that feel-good factor you get from listening to a fantastic story where you feel like you climbed that mountain, right, or that you befriended that death row inmate. But you didn't. You haven't done anything. Listening is an important but insufficient step towards social action.Secondly, I think often we are drawn towards characters and protagonists who are likable and human. And this makes sense, of course, right? Because if you like someone, then you care about them. But the inverse is also true. If you don't like someone, then you don't care about them. And if you don't care about them, you don't have to see yourself as having a moral obligation to think about the circumstances that shaped their lives.I learned this lesson when I was 14 years old. I learned that actually, you don't have to like someone to recognize their wisdom, and you certainly don't have to like someone to take a stand by their side. So my bike was stolen while I was riding it \u2014(Laughter)which is possible if you're riding slowly enough, which I was.(Laughter)So one minute I'm cutting across this field in the Nairobi neighborhood where I grew up, and it's like a very bumpy path, and so when you're riding a bike, you don't want to be like, you know \u2014(Laughter)And so I'm going like this, slowly pedaling, and all of a sudden, I'm on the floor. I'm on the ground, and I look up, and there's this kid peddling away in the getaway vehicle, which is my bike, and he's about 11 or 12 years old, and I'm on the floor, and I'm crying because I saved a lot of money for that bike, and I'm crying and I stand up and I start screaming. Instinct steps in, and I start screaming, ""Mwizi, mwizi!"" which means ""thief"" in Swahili. And out of the woodworks, all of these people come out and they start to give chase. This is Africa, so mob justice in action. Right? And I round the corner, and they've captured him, they've caught him. The suspect has been apprehended, and they make him give me my bike back, and they also make him apologize. Again, you know, typical African justice, right? And so they make him say sorry. And so we stand there facing each other, and he looks at me, and he says sorry, but he looks at me with this unbridled fury. He is very, very angry. And it is the first time that I have been confronted with someone who doesn't like me simply because of what I represent. He looks at me with this look as if to say, ""You, with your shiny skin and your bike, you're angry at me?""So it was a hard lesson that he didn't like me, but you know what, he was right. I was a middle-class kid living in a poor country. I had a bike, and he barely had food. Sometimes, it's the messages that we don't want to hear, the ones that make us want to crawl out of ourselves, that we need to hear the most. For every lovable storyteller who steals your heart, there are hundreds more whose voices are slurred and ragged, who don't get to stand up on a stage dressed in fine clothes like this. There are a million angry-boy-on-a-bike stories and we can't afford to ignore them simply because we don't like their protagonists or because that's not the kid that we would bring home with us from the orphanage.The third reason that I think that stories don't necessarily make the world a better place is that too often we are so invested in the personal narrative that we forget to look at the bigger picture. And so we applaud someone when they tell us about their feelings of shame, but we don't necessarily link that to oppression. We nod understandingly when someone says they felt small, but we don't link that to discrimination. The most important stories, especially for social justice, are those that do both, that are both personal and allow us to explore and understand the political.But it's not just about the stories we like versus the stories we choose to ignore. Increasingly, we are living in a society where there are larger forces at play, where stories are actually for many people beginning to replace the news. Yeah? We live in a time where we are witnessing the decline of facts, when emotions rule and analysis, it's kind of boring, right? Where we value what we feel more than what we actually know. A recent report by the Pew Center on trends in America indicates that only 10 percent of young adults under the age of 30 ""place a lot of trust in the media."" Now, this is significant. It means that storytellers are gaining trust at precisely the same moment that many in the media are losing the confidence in the public. This is not a good thing, because while stories are important and they help us to have insights in many ways, we need the media. From my years as a social justice activist, I know very well that we need credible facts from media institutions combined with the powerful voices of storytellers. That's what pushes the needle forward in terms of social justice.In the final analysis, of course, it is justice that makes the world a better place, not stories. Right? And so if it is justice that we are after, then I think we mustn't focus on the media or on storytellers. We must focus on audiences, on anyone who has ever turned on a radio or listened to a podcast, and that means all of us.So a few concluding thoughts on what audiences can do to make the world a better place. So firstly, the world would be a better place, I think, if audiences were more curious and more skeptical and asked more questions about the social context that created those stories that they love so much. Secondly, the world would be a better place if audiences recognized that storytelling is intellectual work. And I think it would be important for audiences to demand more buttons on their favorite websites, buttons for example that say, ""If you liked this story, click here to support a cause your storyteller believes in."" Or ""click here to contribute to your storyteller's next big idea."" Often, we are committed to the platforms, but not necessarily to the storytellers themselves. And then lastly, I think that audiences can make the world a better place by switching off their phones, by stepping away from their screens and stepping out into the real world beyond what feels safe.Alice Walker has said, ""Look closely at the present you are constructing. It should look like the future you are dreaming."" Storytellers can help us to dream, but it's up to all of us to have a plan for justice.Thank you.(Applause)" +1013976,43,"As the world's climate patterns continue to shift unpredictably, places where drinking water was once abundant may soon find reservoirs dry and groundwater aquifers depleted. In this talk, civil and environmental engineer David Sedlak shares four practical solutions to the ongoing urban water crisis. His goal: to shift our water supply towards new, local sources of water and create a system that is capable of withstanding any of the challenges climate change may throw at us in the coming years.",817,TEDxMarin,1442448000,21,David Sedlak,David Sedlak: 4 ways we can avoid a catastrophic drought,1,1452184818,"[{'id': 8, 'name': 'Informative', 'count': 265}, {'id': 24, 'name': 'Persuasive', 'count': 109}, {'id': 1, 'name': 'Beautiful', 'count': 16}, {'id': 23, 'name': 'Jaw-dropping', 'count': 9}, {'id': 10, 'name': 'Inspiring', 'count': 95}, {'id': 11, 'name': 'Longwinded', 'count': 10}, {'id': 21, 'name': 'Unconvincing', 'count': 10}, {'id': 22, 'name': 'Fascinating', 'count': 37}, {'id': 2, 'name': 'Confusing', 'count': 1}, {'id': 9, 'name': 'Ingenious', 'count': 37}, {'id': 3, 'name': 'Courageous', 'count': 9}, {'id': 25, 'name': 'OK', 'count': 26}, {'id': 7, 'name': 'Funny', 'count': 4}, {'id': 26, 'name': 'Obnoxious', 'count': 1}]","[{'id': 2088, 'hero': 'https://pe.tedcdn.com/images/ted/a7efe202d2a1ef4af543b0b3b80bd225bb242157_2400x1800.jpg', 'speaker': 'Antonio Donato Nobre', 'title': 'The magic of the Amazon: A river that flows invisibly all around us', 'duration': 1295, 'slug': 'antonio_donato_nobre_the_magic_of_the_amazon_a_river_that_flows_invisibly_all_around_us', 'viewed_count': 984982}, {'id': 1660, 'hero': 'https://pe.tedcdn.com/images/ted/711ba0cd8d0f61c7be31175a60ed6efd173a78b5_1600x1200.jpg', 'speaker': 'Fahad Al-Attiya', 'title': 'A country with no water', 'duration': 526, 'slug': 'fahad_al_attiya_a_country_with_no_water', 'viewed_count': 1412702}, {'id': 2339, 'hero': 'https://pe.tedcdn.com/images/ted/f6879e1c78d4a069735bf745ecfede71ccf4a352_2880x1620.jpg', 'speaker': 'Alice Bows-Larkin', 'title': ""Climate change is happening. Here's how we adapt"", 'duration': 863, 'slug': 'alice_bows_larkin_we_re_too_late_to_prevent_climate_change_here_s_how_we_adapt', 'viewed_count': 1158020}, {'id': 1093, 'hero': 'https://pe.tedcdn.com/images/ted/6f6ff7bcced652722e84911e31f503e354076502_800x600.jpg', 'speaker': 'Rob Harmon', 'title': 'How to keep rivers and streams flowing', 'duration': 526, 'slug': 'rob_harmon_how_the_market_can_keep_streams_flowing', 'viewed_count': 596785}, {'id': 2672, 'hero': 'https://pe.tedcdn.com/images/ted/36a01016eb74b112d7b3bd0318372d6f5cc172a9_2880x1620.jpg', 'speaker': 'Deepika Kurup', 'title': ""A young scientist's quest for clean water"", 'duration': 479, 'slug': 'deepika_kurup_a_young_scientist_s_quest_for_clean_water', 'viewed_count': 958884}, {'id': 702, 'hero': 'https://pe.tedcdn.com/images/ted/133781_800x600.jpg', 'speaker': 'Anupam Mishra', 'title': 'The ancient ingenuity of water harvesting', 'duration': 1034, 'slug': 'anupam_mishra_the_ancient_ingenuity_of_water_harvesting', 'viewed_count': 833323}]",Civil and environmental engineer,"['TEDx', 'chemistry', 'climate change', 'design', 'engineering', 'environment', 'future', 'global issues', 'industrial design', 'infrastructure', 'innovation', 'population', 'public health', 'sustainability', 'urban planning', 'water']",4 ways we can avoid a catastrophic drought,"https://www.ted.com/talks/david_sedlak_4_ways_we_can_avoid_a_catastrophic_drought +","Our grandparents' generation created an amazing system of canals and reservoirs that made it possible for people to live in places where there wasn't a lot of water. For example, during the Great Depression, they created the Hoover Dam, which in turn, created Lake Mead and made it possible for the cities of Las Vegas and Phoenix and Los Angeles to provide water for people who lived in a really dry place.In the 20th century, we literally spent trillions of dollars building infrastructure to get water to our cities. In terms of economic development, it was a great investment. But in the last decade, we've seen the combined effects of climate change, population growth and competition for water resources threaten these vital lifelines and water resources.This figure shows you the change in the lake level of Lake Mead that happened in the last 15 years. You can see starting around the year 2000, the lake level started to drop. And it was dropping at such a rate that it would have left the drinking water intakes for Las Vegas high and dry. The city became so concerned about this that they recently constructed a new drinking water intake structure that they referred to as the ""Third Straw"" to pull water out of the greater depths of the lake.The challenges associated with providing water to a modern city are not restricted to the American Southwest. In the year 2007, the third largest city in Australia, Brisbane, came within 6 months of running out of water. A similar drama is playing out today in S\xe3o Paulo, Brazil, where the main reservoir for the city has gone from being completely full in 2010, to being nearly empty today as the city approaches the 2016 Summer Olympics.For those of us who are fortunate enough to live in one of the world's great cities, we've never truly experienced the effects of a catastrophic drought. We like to complain about the navy showers we have to take. We like our neighbors to see our dirty cars and our brown lawns. But we've never really faced the prospect of turning on the tap and having nothing come out. And that's because when things have gotten bad in the past, it's always been possible to expand a reservoir or dig a few more groundwater wells. Well, in a time when all of the water resources are spoken for, it's not going to be possible to rely on this tried and true way of providing ourselves with water.Some people think that we're going to solve the urban water problem by taking water from our rural neighbors. But that's an approach that's fraught with political, legal and social dangers. And even if we succeed in grabbing the water from our rural neighbors, we're just transferring the problem to someone else and there's a good chance it will come back and bite us in the form of higher food prices and damage to the aquatic ecosystems that already rely upon that water.I think that there's a better way to solve our urban water crisis and I think that's to open up four new local sources of water that I liken to faucets. If we can make smart investments in these new sources of water in the coming years, we can solve our urban water problem and decrease the likelihood that we'll ever run across the effects of a catastrophic drought.Now, if you told me 20 years ago that a modern city could exist without a supply of imported water, I probably would have dismissed you as an unrealistic and uninformed dreamer. But my own experiences working with some of the world's most water-starved cities in the last decades have shown me that we have the technologies and the management skills to actually transition away from imported water, and that's what I want to tell you about tonight.The first source of local water supply that we need to develop to solve our urban water problem will flow with the rainwater that falls in our cities. One of the great tragedies of urban development is that as our cities grew, we started covering all the surfaces with concrete and asphalt. And when we did that, we had to build storm sewers to get the water that fell on the cities out before it could cause flooding, and that's a waste of a vital water resource. Let me give you an example.This figure here shows you the volume of water that could be collected in the city of San Jose if they could harvest the stormwater that fell within the city limits. You can see from the intersection of the blue line and the black dotted line that if San Jose could just capture half of the water that fell within the city, they'd have enough water to get them through an entire year.Now, I know what some of you are probably thinking. ""The answer to our problem is to start building great big tanks and attaching them to the downspouts of our roof gutters, rainwater harvesting."" Now, that's an idea that might work in some places. But if you live in a place where it mainly rains in the winter time and most of the water demand is in the summertime, it's not a very cost-effective way to solve a water problem. And if you experience the effects of a multiyear drought, like California's currently experiencing, you just can't build a rainwater tank that's big enough to solve your problem.I think there's a lot more practical way to harvest the stormwater and the rainwater that falls in our cities, and that's to capture it and let it percolate into the ground. After all, many of our cities are sitting on top of a natural water storage system that can accommodate huge volumes of water.For example, historically, Los Angeles has obtained about a third of its water supply from a massive aquifer that underlies the San Fernando Valley. Now, when you look at the water that comes off of your roof and runs off of your lawn and flows down the gutter, you might say to yourself, ""Do I really want to drink that stuff?"" Well, the answer is you don't want to drink it until it's been treated a little bit. And so the challenge that we face in urban water harvesting is to capture the water, clean the water and get it underground.And that's exactly what the city of Los Angeles is doing with a new project that they're building in Burbank, California. This figure here shows the stormwater park that they're building by hooking a series of stormwater collection systems, or storm sewers, and routing that water into an abandoned gravel quarry. The water that's captured in the quarry is slowly passed through a man-made wetland, and then it goes into that ball field there and percolates into the ground, recharging the drinking water aquifer of the city.And in the process of passing through the wetland and percolating through the ground, the water encounters microbes that live on the surfaces of the plants and the surfaces of the soil, and that purifies the water. And if the water's still not clean enough to drink after it's been through this natural treatment process, the city can treat it again when they pump if back out of the groundwater aquifers before they deliver it to people to drink.The second tap that we need to open up to solve our urban water problem will flow with the wastewater that comes out of our sewage treatment plants. Now, many of you are probably familiar with the concept of recycled water. You've probably seen signs like this that tell you that the shrubbery and the highway median and the local golf course is being watered with water that used to be in a sewage treatment plant. We've been doing this for a couple of decades now. But what we're learning from our experience is that this approach is much more expensive that we expected it to be. Because once we build the first few water recycling systems close to the sewage treatment plant, we have to build longer and longer pipe networks to get that water to where it needs to go. And that becomes prohibitive in terms of cost.What we're finding is that a much more cost-effective and practical way of recycling wastewater is to turn treated wastewater into drinking water through a two-step process. In the first step in this process we pressurize the water and pass it through a reverse osmosis membrane: a thin, permeable plastic membrane that allows water molecules to pass through but traps and retains the salts, the viruses and the organic chemicals that might be present in the wastewater.In the second step in the process, we add a small amount of hydrogen peroxide and shine ultraviolet light on the water. The ultraviolet light cleaves the hydrogen peroxide into two parts that are called hydroxyl radicals, and these hydroxyl radicals are very potent forms of oxygen that break down most organic chemicals.After the water's been through this two-stage process, it's safe to drink. I know, I've been studying recycled water using every measurement technique known to modern science for the past 15 years. We've detected some chemicals that can make it through the first step in the process, but by the time we get to the second step, the advanced oxidation process, we rarely see any chemicals present. And that's in stark contrast to the taken-for-granted water supplies that we regularly drink all the time.There's another way we can recycle water. This is an engineered treatment wetland that we recently built on the Santa Ana River in Southern California. The treatment wetland receives water from a part of the Santa Ana River that in the summertime consists almost entirely of wastewater effluent from cities like Riverside and San Bernardino. The water comes into our treatment wetland, it's exposed to sunlight and algae and those break down the organic chemicals, remove the nutrients and inactivate the waterborne pathogens. The water gets put back in the Santa Ana River, it flows down to Anaheim, gets taken out at Anaheim and percolated into the ground, and becomes the drinking water of the city of Anaheim, completing the trip from the sewers of Riverside County to the drinking water supply of Orange County.Now, you might think that this idea of drinking wastewater is some sort of futuristic fantasy or not commonly done. Well, in California, we already recycle about 40 billion gallons a year of wastewater through the two-stage advanced treatment process I was telling you about. That's enough water to be the supply of about a million people if it were their sole water supply.The third tap that we need to open up will not be a tap at all, it will be a kind of virtual tap, it will be the water conservation that we manage to do. And the place where we need to think about water conservation is outdoors because in California and other modern American cities, about half of our water use happens outdoors.In the current drought, we've seen that it's possible to have our lawns survive and our plants survive with about half as much water. So there's no need to start painting concrete green and putting in Astroturf and buying cactuses. We can have California-friendly landscaping with soil moisture detectors and smart irrigation controllers and have beautiful green landscapes in our cities.The fourth and final water tap that we need to open up to solve our urban water problem will flow with desalinated seawater. Now, I know what you probably heard people say about seawater desalination. ""It's a great thing to do if you have lots of oil, not a lot of water and you don't care about climate change."" Seawater desalination is energy-intensive no matter how you slice it. But that characterization of seawater desalination as being a nonstarter is hopelessly out of date. We've made tremendous progress in seawater desalination in the past two decades.This picture shows you the largest seawater desalination plant in the Western hemisphere that's currently being built north of San Diego. Compared to the seawater desalination plant that was built in Santa Barbara 25 years ago, this treatment plant will use about half the energy to produce a gallon of water.But just because seawater desalination has become less energy-intensive, doesn't mean we should start building desalination plants everywhere. Among the different choices we have, it's probably the most energy-intensive and potentially environmentally damaging of the options to create a local water supply.So there it is. With these four sources of water, we can move away from our reliance on imported water. Through reform in the way we landscape our surfaces and our properties, we can reduce outdoor water use by about 50 percent, thereby increasing the water supply by 25 percent. We can recycle the water that makes it into the sewer, thereby increasing our water supply by 40 percent. And we can make up the difference through a combination of stormwater harvesting and seawater desalination.So, let's create a water supply that will be able to withstand any of the challenges that climate change throws at us in the coming years. Let's create a water supply that uses local sources and leaves more water in the environment for fish and for food. Let's create a water system that's consistent with out environmental values. And let's do it for our children and our grandchildren and let's tell them this is the system that they have to take care of in the future because it's our last chance to create a new kind of water system.Thank you very much for your attention.(Applause)" +2162764,2673,"Our consciousness is a fundamental aspect of our existence, says philosopher David Chalmers: \u201cThere\u2019s nothing we know about more directly\u2026. but at the same time it\u2019s the most mysterious phenomenon in the universe.\u201d He shares some ways to think about the movie playing in our heads.",1117,TED2014,1395100800,33,David Chalmers,David Chalmers: How do you explain consciousness?,1,1405350484,"[{'id': 25, 'name': 'OK', 'count': 280}, {'id': 2, 'name': 'Confusing', 'count': 83}, {'id': 11, 'name': 'Longwinded', 'count': 216}, {'id': 21, 'name': 'Unconvincing', 'count': 180}, {'id': 8, 'name': 'Informative', 'count': 373}, {'id': 10, 'name': 'Inspiring', 'count': 252}, {'id': 22, 'name': 'Fascinating', 'count': 861}, {'id': 24, 'name': 'Persuasive', 'count': 118}, {'id': 26, 'name': 'Obnoxious', 'count': 22}, {'id': 3, 'name': 'Courageous', 'count': 84}, {'id': 9, 'name': 'Ingenious', 'count': 142}, {'id': 1, 'name': 'Beautiful', 'count': 83}, {'id': 7, 'name': 'Funny', 'count': 16}, {'id': 23, 'name': 'Jaw-dropping', 'count': 46}]","[{'id': 1308, 'hero': 'https://pe.tedcdn.com/images/ted/483f84a4cd490b8a4ed1331c489ac04e09bf61b4_800x600.jpg', 'speaker': 'Antonio Damasio', 'title': 'The quest to understand consciousness', 'duration': 1122, 'slug': 'antonio_damasio_the_quest_to_understand_consciousness', 'viewed_count': 1692265}, {'id': 1794, 'hero': 'https://pe.tedcdn.com/images/ted/8d1b161c99ec62e5df384353f74efb3419f268f1_2880x1620.jpg', 'speaker': 'John Searle', 'title': 'Our shared condition -- consciousness', 'duration': 899, 'slug': 'john_searle_our_shared_condition_consciousness', 'viewed_count': 1332736}, {'id': 1186, 'hero': 'https://pe.tedcdn.com/images/ted/9921d6e3598986f8f1055d15d24a122f4aab3b95_800x600.jpg', 'speaker': 'Simon Lewis', 'title': ""Don't take consciousness for granted"", 'duration': 1337, 'slug': 'simon_lewis_don_t_take_consciousness_for_granted', 'viewed_count': 691023}, {'id': 102, 'hero': 'https://pe.tedcdn.com/images/ted/55f8352def783a2b3a7f0b8b135a82ac5ae0b2de_1600x1200.jpg', 'speaker': 'Dan Dennett', 'title': 'The illusion of consciousness', 'duration': 1308, 'slug': 'dan_dennett_on_our_consciousness', 'viewed_count': 2676922}, {'id': 2817, 'hero': 'https://pe.tedcdn.com/images/ted/940535a3dd68ca5bbe45fb7d54535a8990d46e4b_2880x1620.jpg', 'speaker': 'Anil Seth', 'title': 'Your brain hallucinates your conscious reality', 'duration': 1021, 'slug': 'anil_seth_how_your_brain_hallucinates_your_conscious_reality', 'viewed_count': 2664133}, {'id': 2510, 'hero': 'https://pe.tedcdn.com/images/ted/2eea2e8d1e96d595fea04ba72f63185b05f30307_2880x1620.jpg', 'speaker': 'Mariano Sigman', 'title': 'Your words may predict your future mental health', 'duration': 734, 'slug': 'mariano_sigman_your_words_may_predict_your_future_mental_health', 'viewed_count': 2275880}]",Philosopher,"['brain', 'consciousness', 'neuroscience', 'philosophy']",How do you explain consciousness?,"https://www.ted.com/talks/david_chalmers_how_do_you_explain_consciousness +","Right now you have a movie playing inside your head. It's an amazing multi-track movie. It has 3D vision and surround sound for what you're seeing and hearing right now, but that's just the start of it. Your movie has smell and taste and touch. It has a sense of your body, pain, hunger, orgasms. It has emotions, anger and happiness. It has memories, like scenes from your childhood playing before you. And it has this constant voiceover narrative in your stream of conscious thinking. At the heart of this movie is you experiencing all this directly. This movie is your stream of consciousness, the subject of experience of the mind and the world.Consciousness is one of the fundamental facts of human existence. Each of us is conscious. We all have our own inner movie, you and you and you. There's nothing we know about more directly. At least, I know about my consciousness directly. I can't be certain that you guys are conscious.Consciousness also is what makes life worth living. If we weren't conscious, nothing in our lives would have meaning or value. But at the same time, it's the most mysterious phenomenon in the universe. Why are we conscious? Why do we have these inner movies? Why aren't we just robots who process all this input, produce all that output, without experiencing the inner movie at all? Right now, nobody knows the answers to those questions. I'm going to suggest that to integrate consciousness into science, some radical ideas may be needed.Some people say a science of consciousness is impossible. Science, by its nature, is objective. Consciousness, by its nature, is subjective. So there can never be a science of consciousness. For much of the 20th century, that view held sway. Psychologists studied behavior objectively, neuroscientists studied the brain objectively, and nobody even mentioned consciousness. Even 30 years ago, when TED got started, there was very little scientific work on consciousness.Now, about 20 years ago, all that began to change. Neuroscientists like Francis Crick and physicists like Roger Penrose said now is the time for science to attack consciousness. And since then, there's been a real explosion, a flowering of scientific work on consciousness. And this work has been wonderful. It's been great. But it also has some fundamental limitations so far. The centerpiece of the science of consciousness in recent years has been the search for correlations, correlations between certain areas of the brain and certain states of consciousness. We saw some of this kind of work from Nancy Kanwisher and the wonderful work she presented just a few minutes ago. Now we understand much better, for example, the kinds of brain areas that go along with the conscious experience of seeing faces or of feeling pain or of feeling happy. But this is still a science of correlations. It's not a science of explanations. We know that these brain areas go along with certain kinds of conscious experience, but we don't know why they do. I like to put this by saying that this kind of work from neuroscience is answering some of the questions we want answered about consciousness, the questions about what certain brain areas do and what they correlate with. But in a certain sense, those are the easy problems. No knock on the neuroscientists. There are no truly easy problems with consciousness. But it doesn't address the real mystery at the core of this subject: why is it that all that physical processing in a brain should be accompanied by consciousness at all? Why is there this inner subjective movie? Right now, we don't really have a bead on that.And you might say, let's just give neuroscience a few years. It'll turn out to be another emergent phenomenon like traffic jams, like hurricanes, like life, and we'll figure it out. The classical cases of emergence are all cases of emergent behavior, how a traffic jam behaves, how a hurricane functions, how a living organism reproduces and adapts and metabolizes, all questions about objective functioning. You could apply that to the human brain in explaining some of the behaviors and the functions of the human brain as emergent phenomena: how we walk, how we talk, how we play chess, all these questions about behavior. But when it comes to consciousness, questions about behavior are among the easy problems. When it comes to the hard problem, that's the question of why is it that all this behavior is accompanied by subjective experience? And here, the standard paradigm of emergence, even the standard paradigms of neuroscience, don't really, so far, have that much to say.Now, I'm a scientific materialist at heart. I want a scientific theory of consciousness that works, and for a long time, I banged my head against the wall looking for a theory of consciousness in purely physical terms that would work. But I eventually came to the conclusion that that just didn't work for systematic reasons. It's a long story, but the core idea is just that what you get from purely reductionist explanations in physical terms, in brain-based terms, is stories about the functioning of a system, its structure, its dynamics, the behavior it produces, great for solving the easy problems \u2014 how we behave, how we function \u2014 but when it comes to subjective experience \u2014 why does all this feel like something from the inside? \u2014 that's something fundamentally new, and it's always a further question. So I think we're at a kind of impasse here. We've got this wonderful, great chain of explanation, we're used to it, where physics explains chemistry, chemistry explains biology, biology explains parts of psychology. But consciousness doesn't seem to fit into this picture. On the one hand, it's a datum that we're conscious. On the other hand, we don't know how to accommodate it into our scientific view of the world. So I think consciousness right now is a kind of anomaly, one that we need to integrate into our view of the world, but we don't yet see how. Faced with an anomaly like this, radical ideas may be needed, and I think that we may need one or two ideas that initially seem crazy before we can come to grips with consciousness scientifically.Now, there are a few candidates for what those crazy ideas might be. My friend Dan Dennett, who's here today, has one. His crazy idea is that there is no hard problem of consciousness. The whole idea of the inner subjective movie involves a kind of illusion or confusion. Actually, all we've got to do is explain the objective functions, the behaviors of the brain, and then we've explained everything that needs to be explained. Well I say, more power to him. That's the kind of radical idea that we need to explore if you want to have a purely reductionist brain-based theory of consciousness. At the same time, for me and for many other people, that view is a bit too close to simply denying the datum of consciousness to be satisfactory. So I go in a different direction. In the time remaining, I want to explore two crazy ideas that I think may have some promise.The first crazy idea is that consciousness is fundamental. Physicists sometimes take some aspects of the universe as fundamental building blocks: space and time and mass. They postulate fundamental laws governing them, like the laws of gravity or of quantum mechanics. These fundamental properties and laws aren't explained in terms of anything more basic. Rather, they're taken as primitive, and you build up the world from there. Now sometimes, the list of fundamentals expands. In the 19th century, Maxwell figured out that you can't explain electromagnetic phenomena in terms of the existing fundamentals \u2014 space, time, mass, Newton's laws \u2014 so he postulated fundamental laws of electromagnetism and postulated electric charge as a fundamental element that those laws govern. I think that's the situation we're in with consciousness. If you can't explain consciousness in terms of the existing fundamentals \u2014 space, time, mass, charge \u2014 then as a matter of logic, you need to expand the list. The natural thing to do is to postulate consciousness itself as something fundamental, a fundamental building block of nature. This doesn't mean you suddenly can't do science with it. This opens up the way for you to do science with it. What we then need is to study the fundamental laws governing consciousness, the laws that connect consciousness to other fundamentals: space, time, mass, physical processes. Physicists sometimes say that we want fundamental laws so simple that we could write them on the front of a t-shirt. Well I think something like that is the situation we're in with consciousness. We want to find fundamental laws so simple we could write them on the front of a t-shirt. We don't know what those laws are yet, but that's what we're after.The second crazy idea is that consciousness might be universal. Every system might have some degree of consciousness. This view is sometimes called panpsychism: pan for all, psych for mind, every system is conscious, not just humans, dogs, mice, flies, but even Rob Knight's microbes, elementary particles. Even a photon has some degree of consciousness. The idea is not that photons are intelligent or thinking. It's not that a photon is wracked with angst because it's thinking, ""Aww, I'm always buzzing around near the speed of light. I never get to slow down and smell the roses."" No, not like that. But the thought is maybe photons might have some element of raw, subjective feeling, some primitive precursor to consciousness.This may sound a bit kooky to you. I mean, why would anyone think such a crazy thing? Some motivation comes from the first crazy idea, that consciousness is fundamental. If it's fundamental, like space and time and mass, it's natural to suppose that it might be universal too, the way they are. It's also worth noting that although the idea seems counterintuitive to us, it's much less counterintuitive to people from different cultures, where the human mind is seen as much more continuous with nature.A deeper motivation comes from the idea that perhaps the most simple and powerful way to find fundamental laws connecting consciousness to physical processing is to link consciousness to information. Wherever there's information processing, there's consciousness. Complex information processing, like in a human, complex consciousness. Simple information processing, simple consciousness.A really exciting thing is in recent years a neuroscientist, Giulio Tononi, has taken this kind of theory and developed it rigorously with a mathematical theory. He has a mathematical measure of information integration which he calls phi, measuring the amount of information integrated in a system. And he supposes that phi goes along with consciousness. So in a human brain, incredibly large amount of information integration, high degree of phi, a whole lot of consciousness. In a mouse, medium degree of information integration, still pretty significant, pretty serious amount of consciousness. But as you go down to worms, microbes, particles, the amount of phi falls off. The amount of information integration falls off, but it's still non-zero. On Tononi's theory, there's still going to be a non-zero degree of consciousness. In effect, he's proposing a fundamental law of consciousness: high phi, high consciousness. Now, I don't know if this theory is right, but it's actually perhaps the leading theory right now in the science of consciousness, and it's been used to integrate a whole range of scientific data, and it does have a nice property that it is in fact simple enough you can write it on the front of a t-shirt.Another final motivation is that panpsychism might help us to integrate consciousness into the physical world. Physicists and philosophers have often observed that physics is curiously abstract. It describes the structure of reality using a bunch of equations, but it doesn't tell us about the reality that underlies it. As Stephen Hawking puts it, what puts the fire into the equations? Well, on the panpsychist view, you can leave the equations of physics as they are, but you can take them to be describing the flux of consciousness. That's what physics really is ultimately doing, describing the flux of consciousness. On this view, it's consciousness that puts the fire into the equations. On that view, consciousness doesn't dangle outside the physical world as some kind of extra. It's there right at its heart.This view, I think, the panpsychist view, has the potential to transfigure our relationship to nature, and it may have some pretty serious social and ethical consequences. Some of these may be counterintuitive. I used to think I shouldn't eat anything which is conscious, so therefore I should be vegetarian. Now, if you're a panpsychist and you take that view, you're going to go very hungry. So I think when you think about it, this tends to transfigure your views, whereas what matters for ethical purposes and moral considerations, not so much the fact of consciousness, but the degree and the complexity of consciousness.It's also natural to ask about consciousness in other systems, like computers. What about the artificially intelligent system in the movie ""Her,"" Samantha? Is she conscious? Well, if you take the informational, panpsychist view, she certainly has complicated information processing and integration, so the answer is very likely yes, she is conscious. If that's right, it raises pretty serious ethical issues about both the ethics of developing intelligent computer systems and the ethics of turning them off.Finally, you might ask about the consciousness of whole groups, the planet. Does Canada have its own consciousness? Or at a more local level, does an integrated group like the audience at a TED conference, are we right now having a collective TED consciousness, an inner movie for this collective TED group which is distinct from the inner movies of each of our parts? I don't know the answer to that question, but I think it's at least one worth taking seriously.Okay, so this panpsychist vision, it is a radical one, and I don't know that it's correct. I'm actually more confident about the first crazy idea, that consciousness is fundamental, than about the second one, that it's universal. I mean, the view raises any number of questions, has any number of challenges, like how do those little bits of consciousness add up to the kind of complex consciousness we know and love. If we can answer those questions, then I think we're going to be well on our way to a serious theory of consciousness. If not, well, this is the hardest problem perhaps in science and philosophy. We can't expect to solve it overnight. But I do think we're going to figure it out eventually. Understanding consciousness is a real key, I think, both to understanding the universe and to understanding ourselves. It may just take the right crazy idea.Thank you.(Applause)" +493966,126,"In this short, optimistic talk from TED2009, Pete Alcorn shares a vision of the world of two centuries from now -- when declining populations and growing opportunity prove Malthus was wrong.",230,TED2009,1233792000,34,Pete Alcorn,Pete Alcorn: The world in 2200,1,1244422800,"[{'id': 8, 'name': 'Informative', 'count': 87}, {'id': 22, 'name': 'Fascinating', 'count': 43}, {'id': 24, 'name': 'Persuasive', 'count': 53}, {'id': 21, 'name': 'Unconvincing', 'count': 376}, {'id': 2, 'name': 'Confusing', 'count': 37}, {'id': 1, 'name': 'Beautiful', 'count': 17}, {'id': 10, 'name': 'Inspiring', 'count': 113}, {'id': 9, 'name': 'Ingenious', 'count': 18}, {'id': 25, 'name': 'OK', 'count': 162}, {'id': 3, 'name': 'Courageous', 'count': 33}, {'id': 26, 'name': 'Obnoxious', 'count': 29}, {'id': 7, 'name': 'Funny', 'count': 4}, {'id': 11, 'name': 'Longwinded', 'count': 14}, {'id': 23, 'name': 'Jaw-dropping', 'count': 13}]","[{'id': 38, 'hero': 'https://pe.tedcdn.com/images/ted/e87f6855a745a988c2dee9ceba6bfbd4f854a3a6_1600x1200.jpg', 'speaker': 'Ray Kurzweil', 'title': 'The accelerating power of technology', 'duration': 1376, 'slug': 'ray_kurzweil_on_how_technology_will_transform_us', 'viewed_count': 2434364}, {'id': 1574, 'hero': 'https://pe.tedcdn.com/images/ted/a2f5350e007ffd71452aea058f9ae26fe59a6245_1600x1200.jpg', 'speaker': 'Andrew McAfee', 'title': 'Are droids taking our jobs?', 'duration': 847, 'slug': 'andrew_mcafee_are_droids_taking_our_jobs', 'viewed_count': 956308}, {'id': 2655, 'hero': 'https://pe.tedcdn.com/images/ted/c64c1a4ded82580aa4f44cbe13ca34955e16e4a5_2880x1620.jpg', 'speaker': 'David Autor', 'title': 'Will automation take away all our jobs?', 'duration': 1117, 'slug': 'david_autor_why_are_there_still_so_many_jobs', 'viewed_count': 1232167}, {'id': 2144, 'hero': 'https://pe.tedcdn.com/images/ted/2093c777359b23b70c1e30a2a63490ee9bdc46ce_2880x1620.jpg', 'speaker': 'Rainer Strack', 'title': 'The workforce crisis of 2030 -- and how to start solving it now', 'duration': 767, 'slug': 'rainer_strack_the_surprising_workforce_crisis_of_2030_and_how_to_start_solving_it_now', 'viewed_count': 1568796}, {'id': 1735, 'hero': 'https://pe.tedcdn.com/images/ted/c82764279aa969d69deee6dbcd10187475050a81_1600x1200.jpg', 'speaker': 'Timothy Bartik', 'title': 'The economic case for preschool', 'duration': 945, 'slug': 'timothy_bartik_the_economic_case_for_preschool', 'viewed_count': 407411}, {'id': 1719, 'hero': 'https://pe.tedcdn.com/images/ted/d3c61d5d15ff624e36538c42f34b80a0c36d6ff7_1600x1200.jpg', 'speaker': 'Robert Gordon', 'title': 'The death of innovation, the end of growth', 'duration': 734, 'slug': 'robert_gordon_the_death_of_innovation_the_end_of_growth', 'viewed_count': 1091967}]",Media exec,"['community', 'social change']",The world in 2200,"https://www.ted.com/talks/pete_alcorn_s_vision_of_a_better_world +","I used to be a Malthusian. This was my mental model of the world: exploding population, small planet; it's going to lead to ugly things. But I'm moving past Malthus, because I think that we just might be about 150 years from a kind of new enlightenment.Here's why. This is the U.N.'s population data, you may have seen, for the world. And the world's population expected to top out at something hopefully a bit less than 10 billion, late this century. And after that, most likely it's going to begin to decline. So what then? Most of the economic models are built around scarcity and growth. So a lot of economists look at declining population and expect to see stagnation, maybe depression. But a declining population is going to have at least two very beneficial economic effects.One: fewer people on a fixed amount of land make investing in property a bad bet. In the cities, a lot of the cost of property is actually wrapped up in its speculative value. Take away land speculation, price of land drops. And that begins to lift a heavy burden off the world's poor.Number two: a declining population means scarce labor. Scarce labor drives wages. As wages increase that also lifts the burden on the poor and the working class. Now I'm not talking about a radical drop in population like we saw in the Black Death. But look what happened in Europe after the plague: rising wages, land reform, technological innovation, birth of the middle class; and after that, forward-looking social movements like the Renaissance, and later the Enlightenment.Most of our cultural heritage has tended to look backward, romanticizing the past. All of the Western religions begin with the notion of Eden, and descend through a kind of profligate present to a very ugly future. So human history is viewed as sort of this downhill slide from the good old days.But I think we're in for another change, about two generations after the top of that curve, once the effects of a declining population start to settle in. At that point, we'll start romanticizing the future again, instead of the nasty, brutish past.So why does this matter? Why talk about social-economic movements that may be more than a century away? Because transitions are dangerous times. When land owners start to lose money, and labor demands more pay, there are some powerful interests that are going to fear for the future. Fear for the future leads to some rash decisions. If we have a positive view about the future then we may be able to accelerate through that turn, instead of careening off a cliff.If we can make it through the next 150 years, I think that your great great grandchildren will forget all about Malthus. And instead, they'll be planning for the future and starting to build the 22nd Century Enlightenment. Thank you. (Applause)" +973376,49,"In the US, most kids have a very long summer break, during which they forget an awful lot of what they learned during the school year. This ""summer slump"" affects kids from low-income neighborhoods most, setting them back almost three months. TED Fellow Karim Abouelnaga has a plan to reverse this learning loss. Learn how he's helping kids improve their chances for a brighter future.",425,TED2017,1492992000,25,Karim Abouelnaga,Karim Abouelnaga: A summer school kids actually want to attend,1,1493995739,"[{'id': 10, 'name': 'Inspiring', 'count': 293}, {'id': 1, 'name': 'Beautiful', 'count': 79}, {'id': 3, 'name': 'Courageous', 'count': 83}, {'id': 23, 'name': 'Jaw-dropping', 'count': 24}, {'id': 22, 'name': 'Fascinating', 'count': 79}, {'id': 8, 'name': 'Informative', 'count': 89}, {'id': 9, 'name': 'Ingenious', 'count': 48}, {'id': 7, 'name': 'Funny', 'count': 19}, {'id': 24, 'name': 'Persuasive', 'count': 93}, {'id': 25, 'name': 'OK', 'count': 36}, {'id': 21, 'name': 'Unconvincing', 'count': 12}, {'id': 26, 'name': 'Obnoxious', 'count': 4}, {'id': 2, 'name': 'Confusing', 'count': 4}, {'id': 11, 'name': 'Longwinded', 'count': 6}]","[{'id': 2615, 'hero': 'https://pe.tedcdn.com/images/ted/380d95f9f0b42072be26f1a2b490d98a2b30d08a_2880x1620.jpg', 'speaker': 'Victor Rios', 'title': 'Help for kids the education system ignores', 'duration': 713, 'slug': 'victor_rios_help_for_kids_the_education_system_ignores', 'viewed_count': 1158444}, {'id': 1728, 'hero': 'https://pe.tedcdn.com/images/ted/25a5bc18d2472308c8ed2bb401b4a497f49a0265_1600x1200.jpg', 'speaker': 'Rita Pierson', 'title': 'Every kid needs a champion', 'duration': 468, 'slug': 'rita_pierson_every_kid_needs_a_champion', 'viewed_count': 7469870}, {'id': 2646, 'hero': 'https://pe.tedcdn.com/images/ted/bfce6cce6b8e7d75521b1a53cb204d397c51d7df_2880x1620.jpg', 'speaker': 'Dena Simmons', 'title': 'How students of color confront impostor syndrome', 'duration': 620, 'slug': 'dena_simmons_how_students_of_color_confront_impostor_syndrome', 'viewed_count': 1005460}, {'id': 2616, 'hero': 'https://pe.tedcdn.com/images/ted/71cde5a6fa6c717488fb55eff9eef939a9241761_2880x1620.jpg', 'speaker': 'Kandice Sumner', 'title': ""How America's public schools keep kids in poverty"", 'duration': 830, 'slug': 'kandice_sumner_how_america_s_public_schools_keep_kids_in_poverty', 'viewed_count': 1181484}, {'id': 1734, 'hero': 'https://pe.tedcdn.com/images/ted/1596a2060e618406993e26d50dbba81305b79684_1600x1200.jpg', 'speaker': 'Pearl Arredondo', 'title': 'My story, from gangland daughter to star teacher', 'duration': 483, 'slug': 'pearl_arredondo_my_story_from_gangland_daughter_to_star_teacher', 'viewed_count': 1059311}, {'id': 2586, 'hero': 'https://pe.tedcdn.com/images/ted/ea8771c2fdcbc3fac51790eb71cb07c98e414cae_2880x1620.jpg', 'speaker': 'Nadia Lopez', 'title': 'Why open a school? To close a prison', 'duration': 430, 'slug': 'nadia_lopez_why_open_a_school_to_close_a_prison', 'viewed_count': 1029401}]",Education entrepreneur,"['TED Fellows', 'children', 'education', 'inequality', 'personal growth', 'social change', 'society', 'teaching']",A summer school kids actually want to attend,"https://www.ted.com/talks/karim_abouelnaga_a_summer_school_kids_actually_want_to_attend +","Getting a college education is a 20-year investment. When you're growing up poor, you're not accustomed to thinking that far ahead. Instead, you're thinking about where you're going to get your next meal and how your family is going to pay rent that month. Besides, my parents and my friends' parents seemed to be doing just fine driving taxis and working as janitors. It wasn't until I was a teenager when I realized I didn't want to do those things. By then, I was two-thirds of the way through my education, and it was almost too late to turn things around.When you grow up poor, you want to be rich. I was no different. I'm the second-oldest of seven, and was raised by a single mother on government aid in Queens, New York. By virtue of growing up low-income, my siblings and I went to some of New York City's most struggling public schools. I had over 60 absences when I was in seventh grade, because I didn't feel like going to class. My high school had a 55 percent graduation rate, and even worse, only 20 percent of the kids graduating were college-ready.When I actually did make it to college, I told my friend Brennan how our teachers would always ask us to raise our hands if we were going to college. I was taken aback when Brennan said, ""Karim, I've never been asked that question before."" It was always, ""What college are you going to?"" Just the way that question is phrased made it unacceptable for him not to have gone to college.Nowadays I get asked a different question. ""How were you able to make it out?"" For years I said I was lucky, but it's not just luck. When my older brother and I graduated from high school at the very same time and he later dropped out of a two-year college, I wanted to understand why he dropped out and I kept studying. It wasn't until I got to Cornell as a Presidential Research Scholar that I started to learn about the very real educational consequences of being raised by a single mother on government aid and attending the schools that I did. That's when my older brother's trajectory began to make complete sense to me.I also learned that our most admirable education reformers, people like Arne Duncan, the former US Secretary of Education, or Wendy Kopp, the founder of Teach For America, had never attended an inner city public school like I had. So much of our education reform is driven by a sympathetic approach, where people are saying, ""Let's go and help these poor inner city kids, or these poor black and Latino kids,"" instead of an empathetic approach, where someone like me, who had grown up in this environment, could say, ""I know the adversities that you're facing and I want to help you overcome them.""Today when I get questions about how I made it out, I share that one of the biggest reasons is that I wasn't ashamed to ask for help. In a typical middle class or affluent household, if a kid is struggling, there's a good chance that a parent or a teacher will come to their rescue even if they don't ask for help. However, if that same kid is growing up poor and doesn't ask for help, there's a good chance that no one will help them. There are virtually no social safety nets available.So seven years ago, I started to reform our public education system shaped by my firsthand perspective. And I started with summer school. Research tells us that two-thirds of the achievement gap, which is the disparity in educational attainment between rich kids and poor kids or black kids and white kids, could be directly attributed to the summer learning loss. In low-income neighborhoods, kids forget almost three months of what they learned during the school year over the summer. They return to school in the fall, and their teachers spend another two months reteaching them old material. That's five months. The school year in the United States is only 10 months. If kids lose five months of learning every single year, that's half of their education. Half.If kids were in school over the summer, then they couldn't regress, but traditional summer school is poorly designed. For kids it feels like punishment, and for teachers it feels like babysitting. But how can we expect principals to execute an effective summer program when the school year ends the last week of June and then summer school starts just one week later? There just isn't enough time to find the right people, sort out the logistics, and design an engaging curriculum that excites kids and teachers.But what if we created a program over the summer that empowered teachers as teaching coaches to develop aspiring educators? What if we empowered college-educated role models as teaching fellows to help kids realize their college ambitions? What if empowered high-achieving kids as mentors to tutor their younger peers and inspire them to invest in their education? What if we empowered all kids as scholars, asked them what colleges they were going to, designed a summer school they want to attend to completely eliminate the summer learning loss and close two-thirds of the achievement gap?By this summer, my team will have served over 4,000 low-income children, trained over 300 aspiring teachers and created more than 1,000 seasonal jobs across some of New York City's most disadvantaged neighborhoods.(Applause)And our kids are succeeding. Two years of independent evaluations tell us that our kids eliminate the summer learning loss and make growth of one month in math and two months in reading. So instead of returning to school in the fall three months behind, they now go back four months ahead in math and five months ahead in reading.(Applause)Ten years ago, if you would have told me that I'd graduate in the top 10 percent of my class from an Ivy League institution and have an opportunity to make a dent on our public education system just by tackling two months of the calendar year, I would have said, ""Nah. No way."" What's even more exciting is that if we can prevent five months of lost time just by redesigning two months, imagine the possibilities that we can unlock by tackling the rest of the calendar year.Thank you.(Applause)" +1183075,35,"Anyone who has lost a loved one to pancreatic cancer knows the devastating speed with which it can affect an otherwise healthy person. TED Fellow and biomedical entrepreneur Laura Indolfi is developing a revolutionary way to treat this complex and lethal disease: a drug delivery device that acts as a cage at the site of a tumor, preventing it from spreading and delivering medicine only where it's needed. ""We are hoping that one day we can make pancreatic cancer a curable disease,"" she says.",363,TED2016,1455494400,31,Laura Indolfi,Laura Indolfi: Good news in the fight against pancreatic cancer,1,1463496380,"[{'id': 3, 'name': 'Courageous', 'count': 56}, {'id': 8, 'name': 'Informative', 'count': 274}, {'id': 25, 'name': 'OK', 'count': 49}, {'id': 9, 'name': 'Ingenious', 'count': 102}, {'id': 10, 'name': 'Inspiring', 'count': 145}, {'id': 21, 'name': 'Unconvincing', 'count': 13}, {'id': 24, 'name': 'Persuasive', 'count': 43}, {'id': 22, 'name': 'Fascinating', 'count': 70}, {'id': 1, 'name': 'Beautiful', 'count': 18}, {'id': 7, 'name': 'Funny', 'count': 3}, {'id': 23, 'name': 'Jaw-dropping', 'count': 19}, {'id': 11, 'name': 'Longwinded', 'count': 3}, {'id': 26, 'name': 'Obnoxious', 'count': 3}, {'id': 2, 'name': 'Confusing', 'count': 0}]","[{'id': 2467, 'hero': 'https://pe.tedcdn.com/images/ted/905e43c1af547578600bafb5ddaddaab5c4c7509_2880x1620.jpg', 'speaker': 'Paula Hammond', 'title': 'A new superweapon in the fight against cancer', 'duration': 642, 'slug': 'paula_hammond_a_new_superweapon_in_the_fight_against_cancer', 'viewed_count': 1417316}, {'id': 2498, 'hero': 'https://pe.tedcdn.com/images/ted/2c24fa09624dc069fe1bc48c4827c2c5a398424d_2880x1620.jpg', 'speaker': 'Sangeeta Bhatia', 'title': 'This tiny particle could roam your body to find tumors', 'duration': 643, 'slug': 'sangeeta_bhatia_this_tiny_particle_could_roam_your_body_to_find_tumors', 'viewed_count': 766188}, {'id': 2245, 'hero': 'https://pe.tedcdn.com/images/ted/fe249c0d349f50d028ccba2bc328d317ec70fc39_2880x1620.jpg', 'speaker': 'Tal Danino', 'title': 'Programming bacteria to detect cancer (and maybe treat it)', 'duration': 251, 'slug': 'tal_danino_we_can_use_bacteria_to_detect_cancer_and_maybe_treat_it', 'viewed_count': 1225775}, {'id': 2821, 'hero': 'https://pe.tedcdn.com/images/ted/215726285218bad80d842683dec2bc91fbe6a5e7_2880x1620.jpg', 'speaker': 'Jimmy Lin', 'title': 'A simple new blood test that can catch cancer early', 'duration': 730, 'slug': 'jimmy_lin_a_simple_new_blood_test_that_can_catch_cancer_early', 'viewed_count': 1005377}, {'id': 761, 'hero': 'https://pe.tedcdn.com/images/ted/146612_800x600.jpg', 'speaker': 'David Agus', 'title': 'A new strategy in the war on cancer', 'duration': 1424, 'slug': 'david_agus_a_new_strategy_in_the_war_on_cancer', 'viewed_count': 696341}, {'id': 859, 'hero': 'https://pe.tedcdn.com/images/ted/055b61a8ce3f799846f9dbdecbe2c30d0d0726bd_1600x1200.jpg', 'speaker': 'William Li', 'title': 'Can we eat to starve cancer?', 'duration': 1202, 'slug': 'william_li', 'viewed_count': 4149180}]",Biomedical entrepreneur,"['TED Fellows', 'big problems', 'cancer', 'design', 'disease', 'entrepreneur', 'future', 'health', 'health care', 'illness', 'innovation', 'invention', 'medical research', 'medicine', 'potential', 'product design', 'science']",Good news in the fight against pancreatic cancer,"https://www.ted.com/talks/laura_indolfi_good_news_in_the_fight_against_pancreatic_cancer +","By raising your hand, how many of you know at least one person on the screen? Wow, it's almost a full house. It's true, they are very famous in their fields. And do you know what all of them have in common? They all died of pancreatic cancer. However, although it's very, very sad this news, it's also thanks to their personal stories that we have raised awareness of how lethal this disease can be.It's become the third cause of cancer deaths, and only eight percent of the patients will survive beyond five years. That's a very tiny number, especially if you compare it with breast cancer, where the survival rate is almost 90 percent. So it doesn't really come as a surprise that being diagnosed with pancreatic cancer means facing an almost certain death sentence. What's shocking, though, is that in the last 40 years, this number hasn't changed a bit, while much more progress has been made with other types of tumors. So how can we make pancreatic cancer treatment more effective? As a biomedical entrepreneur, I like to work on problems that seem impossible, understanding their limitations and trying to find new, innovative solutions that can change their outcome.The first piece of bad news with pancreatic cancer is that your pancreas is in the middle of your belly, literally. It's depicted in orange on the screen. But you can barely see it until I remove all the other organs in front. It's also surrounded by many other vital organs, like the liver, the stomach, the bile duct. And the ability of the tumor to grow into those organs is the reason why pancreatic cancer is one of the most painful tumor types. The hard-to-reach location also prevents the doctor from surgically removing it, as is routinely done for breast cancer, for example. So all of these reasons leave chemotherapy as the only option for the pancreatic cancer patient.This brings us to the second piece of bad news. Pancreatic cancer tumors have very few blood vessels. Why should we care about the blood vessel of a tumor? Let's think for a second how chemotherapy works. The drug is injected in the vein and it navigates throughout the body until it reaches the tumor site. It's like driving on a highway, trying to reach a destination. But what if your destination doesn't have an exit on the highway? You will never get there. And that's exactly the same problem for chemotherapy and pancreatic cancer. The drugs navigate throughout all of your body. They will reach healthy organs, resulting in high toxic effect for the patients overall, but very little will go to the tumor. Therefore, the efficacy is very limited.To me, it seems very counterintuitive to have a whole-body treatment to target a specific organ. However, in the last 40 years, a lot of money, research and effort have gone towards finding new, powerful drugs to treat pancreatic cancer, but nothing has been done in changing the way we deliver them to the patient.So after two pieces of bad news, I'm going to give you good news, hopefully. With a collaborator at MIT and the Massachusetts General Hospital in Boston, we have revolutionized the way we treat cancer by making localized drug delivery a reality. We are basically parachuting you on top of your destination, avoiding your having to drive all around the highway. We have embedded the drug into devices that look like this one. They are flexible enough that they can be folded to fit into the catheter, so the doctor can implant it directly on top of the tumor with minimally invasive surgery. But they are solid enough that once they are positioned on top of the tumor, they will act as a cage. They will actually physically prevent the tumor from entering other organs, controlling the metastasis.The devices are also biodegradable. That means that once in the body, they start dissolving, delivering the drug only locally, slowly and more effectively than what is done with the current whole-body treatment. In pre-clinical study, we have demonstrated that this localized approach is able to improve by 12 times the response to treatment.So we took a drug that is already known and by just delivering it locally where it's needed the most, we allow a response that is 12 times more powerful, reducing the systemic toxic effect. We are working relentlessly to bring this technology to the next level. We are finalizing the pre-clinical testing and the animal model required prior to asking the FDA for approval for clinical trials.Currently, the majority of patients will die from pancreatic cancer. We are hoping that one day, we can reduce their pain, extend their life and potentially make pancreatic cancer a curable disease.By rethinking the way we deliver the drug, we don't only make it more powerful and less toxic, we are also opening the door to finding new innovative solutions for almost all other impossible problems in pancreatic cancer patients and beyond.Thank you very much.(Applause)" +166835,67,"An average teaspoon of ocean water contains five million bacteria and fifty million viruses -- and yet we are just starting to discover how these ""invisible engineers"" control our ocean's chemistry. At TEDxMonterey, Melissa Garren sheds light on marine microbes that provide half the oxygen we breathe, maintain underwater ecosystems, and demonstrate surprising hunting skills. (Apologies for the small audio glitches in this video.)",697,TEDxMonterey,1334707200,0,Melissa Garren,Melissa Garren: The sea we've hardly seen,1,1337522468,"[{'id': 22, 'name': 'Fascinating', 'count': 130}, {'id': 1, 'name': 'Beautiful', 'count': 21}, {'id': 8, 'name': 'Informative', 'count': 197}, {'id': 25, 'name': 'OK', 'count': 43}, {'id': 9, 'name': 'Ingenious', 'count': 29}, {'id': 24, 'name': 'Persuasive', 'count': 43}, {'id': 11, 'name': 'Longwinded', 'count': 28}, {'id': 23, 'name': 'Jaw-dropping', 'count': 38}, {'id': 10, 'name': 'Inspiring', 'count': 46}, {'id': 7, 'name': 'Funny', 'count': 16}, {'id': 3, 'name': 'Courageous', 'count': 14}, {'id': 21, 'name': 'Unconvincing', 'count': 11}, {'id': 2, 'name': 'Confusing', 'count': 10}, {'id': 26, 'name': 'Obnoxious', 'count': 12}]","[{'id': 509, 'hero': 'https://pe.tedcdn.com/images/ted/a35c1da2e6a59c48333f8d5a6957f721f7f7ed3a_2880x1620.jpg', 'speaker': 'Bonnie Bassler', 'title': 'How bacteria ""talk""', 'duration': 1094, 'slug': 'bonnie_bassler_on_how_bacteria_communicate', 'viewed_count': 2192865}, {'id': 1149, 'hero': 'https://pe.tedcdn.com/images/ted/7bc7813215ad701161bf50a332b1ae7d2d6b17d6_800x600.jpg', 'speaker': 'Edith Widder', 'title': 'The weird, wonderful world of bioluminescence', 'duration': 765, 'slug': 'edith_widder_the_weird_and_wonderful_world_of_bioluminescence', 'viewed_count': 1215555}, {'id': 1141, 'hero': 'https://pe.tedcdn.com/images/ted/1f6a9f396100ba693c5534a3a8ca597244ff40c6_800x600.jpg', 'speaker': 'Paul Nicklen', 'title': 'Animal tales from icy wonderlands', 'duration': 1075, 'slug': 'paul_nicklen_tales_of_ice_bound_wonderlands', 'viewed_count': 2004543}]",Marine biologist,"['TEDx', 'bacteria', 'biodiversity', 'biology', 'biotech', 'climate change', 'disease', 'environment', 'health', 'innovation', 'microbes', 'microbiology', 'nanoscale', 'oceans', 'pollution', 'science']",The sea we've hardly seen,"https://www.ted.com/talks/melissa_garren_the_sea_we_ve_hardly_seen +",nan +1024326,87,"Art historian Bahia Shehab has long been fascinated with the Arabic script for 'no.' When revolution swept through Egypt in 2011, she began spraying the image in the streets saying no to dictators, no to military rule and no to violence.",356,TEDGlobal 2012,1340582400,36,Bahia Shehab,Bahia Shehab: A thousand times no,1,1348845792,"[{'id': 10, 'name': 'Inspiring', 'count': 284}, {'id': 1, 'name': 'Beautiful', 'count': 185}, {'id': 3, 'name': 'Courageous', 'count': 305}, {'id': 24, 'name': 'Persuasive', 'count': 15}, {'id': 23, 'name': 'Jaw-dropping', 'count': 22}, {'id': 7, 'name': 'Funny', 'count': 4}, {'id': 8, 'name': 'Informative', 'count': 39}, {'id': 22, 'name': 'Fascinating', 'count': 32}, {'id': 9, 'name': 'Ingenious', 'count': 25}, {'id': 21, 'name': 'Unconvincing', 'count': 11}, {'id': 25, 'name': 'OK', 'count': 17}, {'id': 26, 'name': 'Obnoxious', 'count': 3}, {'id': 11, 'name': 'Longwinded', 'count': 1}, {'id': 2, 'name': 'Confusing', 'count': 2}]","[{'id': 1086, 'hero': 'https://pe.tedcdn.com/images/ted/ca7a7633faf1126c6480f4bb66d454075bb177fe_800x600.jpg', 'speaker': 'Wael Ghonim', 'title': 'Inside the Egyptian revolution', 'duration': 591, 'slug': 'wael_ghonim_inside_the_egyptian_revolution', 'viewed_count': 914224}, {'id': 1084, 'hero': 'https://pe.tedcdn.com/images/ted/54494e1a10f86cd308fda68fa0736d47f0a1404f_800x600.jpg', 'speaker': 'Wadah Khanfar', 'title': 'A historic moment in the Arab world', 'duration': 1032, 'slug': 'wadah_khanfar_a_historic_moment_in_the_arab_world', 'viewed_count': 922928}, {'id': 2304, 'hero': 'https://pe.tedcdn.com/images/ted/83b6197ead1303d82f0ccc05495c3a1d4f58d693_2880x1620.jpg', 'speaker': 'eL Seed', 'title': 'Street art with a message of hope and peace', 'duration': 339, 'slug': 'el_seed_street_art_with_a_message_of_hope_and_peace', 'viewed_count': 1398714}, {'id': 2556, 'hero': 'https://pe.tedcdn.com/images/ted/ebdd35aef4f3e70feaac315bcd97108b3a538081_2880x1620.jpg', 'speaker': 'eL Seed', 'title': 'A project of peace, painted across 50 buildings', 'duration': 686, 'slug': 'el_seed_a_project_of_peace_painted_across_50_buildings', 'viewed_count': 821268}, {'id': 2863, 'hero': 'https://pe.tedcdn.com/images/ted/c706b63f93fb382e0015dde0ec55a2c7ac8a37c3_2880x1620.jpg', 'speaker': 'Laolu Senbanjo', 'title': '""The Sacred Art of the Ori""', 'duration': 530, 'slug': 'laolu_senbanjo_the_sacred_art_of_the_ori', 'viewed_count': 635724}, {'id': 1462, 'hero': 'https://pe.tedcdn.com/images/ted/75bea2d1c94cb8c4e1fe3b27ccea0d0bbea42b00_2880x1620.jpg', 'speaker': 'Dalia Mogahed', 'title': 'The attitudes that sparked Arab Spring', 'duration': 872, 'slug': 'dalia_mogahed_the_attitudes_that_sparked_arab_spring', 'viewed_count': 587089}]",Artist and historian,"['Egypt', 'Middle East', 'TED Fellows', 'art', 'protests', 'world cultures']",A thousand times no,"https://www.ted.com/talks/bahia_shehab_a_thousand_times_no +","Two years ago, I was invited as an artist to participate in an exhibition commemorating 100 years of Islamic art in Europe. The curator had only one condition: I had to use the Arabic script for my artwork. Now, as an artist, a woman, an Arab, or a human being living in the world in 2010, I only had one thing to say: I wanted to say no. And in Arabic, to say ""no,"" we say ""no, and a thousand times no.""So I decided to look for a thousand different noes. on everything ever produced under Islamic or Arab patronage in the past 1,400 years, from Spain to the borders of China. I collected my findings in a book, placed them chronologically, stating the name, the patron, the medium and the date. Now, the book sat on a small shelf next to the installation, which stood three by seven meters, in Munich, Germany, in September of 2010.Now, in January, 2011, the revolution started, and life stopped for 18 days, and on the 12th of February, we naively celebrated on the streets of Cairo, believing that the revolution had succeeded.Nine months later I found myself spraying messages in Tahrir Square. The reason for this act was this image that I saw in my newsfeed. I did not feel that I could live in a city where people were being killed and thrown like garbage on the street. So I took one ""no"" off a tombstone from the Islamic Museum in Cairo, and I added a message to it: ""no to military rule."" And I started spraying that on the streets in Cairo. But that led to a series of no, coming out of the book like ammunition, and adding messages to them, and I started spraying them on the walls. So I'll be sharing some of these noes with you.No to a new Pharaoh, because whoever comes next should understand that we will never be ruled by another dictator.No to violence: Ramy Essam came to Tahrir on the second day of the revolution, and he sat there with this guitar, singing. One month after Mubarak stepped down, this was his reward.No to blinding heroes. Ahmed Harara lost his right eye on the 28th of January, and he lost his left eye on the 19th of November, by two different snipers.No to killing, in this case no to killing men of religion, because Sheikh Ahmed Adina Refaat was shot on December 16th, during a demonstration, leaving behind three orphans and a widow.No to burning books. The Institute of Egypt was burned on December 17th, a huge cultural loss.No to stripping the people, and the blue bra is to remind us of our shame as a nation when we allow a veiled woman to be stripped and beaten on the street, and the footprint reads, ""Long live a peaceful revolution,"" because we will never retaliate with violence.No to barrier walls. On February 5th, concrete roadblocks were set up in Cairo to protect the Ministry of Defense from protesters.Now, speaking of walls, I want to share with you the story of one wall in Cairo. A group of artists decided to paint a life-size tank on a wall. It's one to one. In front of this tank there's a man on a bicycle with a breadbasket on his head. To any passerby, there's no problem with this visual. After acts of violence, another artist came, painted blood, protesters being run over by the tank, demonstrators, and a message that read, ""Starting tomorrow, I wear the new face, the face of every martyr. I exist."" Authority comes, paints the wall white, leaves the tank and adds a message: ""Army and people, one hand. Egypt for Egyptians."" Another artist comes, paints the head of the military as a monster eating a maiden in a river of blood in front of the tank. Authority comes, paints the wall white, leaves the tank, leaves the suit, and throws a bucket of black paint just to hide the face of the monster. So I come with my stencils, and I spray them on the suit, on the tank, and on the whole wall, and this is how it stands today until further notice. (Laughter)Now, I want to leave you with a final no. I found Neruda scribbled on a piece of paper in a field hospital in Tahrir, and I decided to take a no of Mamluk Mausoleum in Cairo. The message reads, [Arabic] ""You can crush the flowers, but you can't delay spring.""Thank you. (Applause) (Applause) Thank you. Shukran. (Applause)" +869734,12,"In a war, it turns out that violence isn't the biggest killer of civilians. What is? Illness, hunger, poverty -- because war destroys the institutions that keep society running, like utilities, banks, food systems and hospitals. Physician Margaret Bourdeaux proposes a bold approach to post-conflict recovery, setting priorities on what to fix first",861,TEDxBeaconStreet,1447459200,16,Margaret Bourdeaux,Margaret Bourdeaux: Why civilians suffer more once a war is over,1,1490195858,"[{'id': 8, 'name': 'Informative', 'count': 113}, {'id': 24, 'name': 'Persuasive', 'count': 54}, {'id': 10, 'name': 'Inspiring', 'count': 75}, {'id': 3, 'name': 'Courageous', 'count': 24}, {'id': 2, 'name': 'Confusing', 'count': 4}, {'id': 26, 'name': 'Obnoxious', 'count': 6}, {'id': 25, 'name': 'OK', 'count': 24}, {'id': 23, 'name': 'Jaw-dropping', 'count': 3}, {'id': 11, 'name': 'Longwinded', 'count': 7}, {'id': 22, 'name': 'Fascinating', 'count': 25}, {'id': 1, 'name': 'Beautiful', 'count': 11}, {'id': 21, 'name': 'Unconvincing', 'count': 2}, {'id': 9, 'name': 'Ingenious', 'count': 7}, {'id': 7, 'name': 'Funny', 'count': 3}]","[{'id': 2683, 'hero': 'https://pe.tedcdn.com/images/ted/6f7b45bd8e347e6e4a2aac9f1806a85d68793e5c_2880x1620.jpg', 'speaker': 'Aala El-Khani', 'title': ""What it's like to be a parent in a war zone"", 'duration': 856, 'slug': 'aala_el_khani_what_it_s_like_to_be_a_parent_in_a_war_zone', 'viewed_count': 896492}, {'id': 2569, 'hero': 'https://pe.tedcdn.com/images/ted/aaed7b1381a735a2dda84ac1b5d07d857800b585_2880x1620.jpg', 'speaker': 'Laura Boushnak', 'title': 'The deadly legacy of cluster bombs', 'duration': 696, 'slug': 'laura_boushnak_the_deadly_legacy_of_cluster_bombs', 'viewed_count': 645575}, {'id': 2578, 'hero': 'https://pe.tedcdn.com/images/ted/984084f529cb928c844cce06237cea1aabad2fdb_2880x1620.jpg', 'speaker': 'Julia Bacha', 'title': 'How women wage conflict without violence', 'duration': 747, 'slug': 'julia_bacha_how_women_wage_conflict_without_violence', 'viewed_count': 811957}, {'id': 2789, 'hero': 'https://pe.tedcdn.com/images/ted/dbb016fcbd1b89543bb9229ba73f03e89c51aa7a_2880x1620.jpg', 'speaker': 'Raj Panjabi', 'title': 'No one should die because they live too far from a doctor', 'duration': 1230, 'slug': 'raj_panjabi_no_one_should_die_because_they_live_too_far_from_a_doctor', 'viewed_count': 874785}, {'id': 2098, 'hero': 'https://pe.tedcdn.com/images/ted/e70bd1b6f648f6e1dd803481aa5421dff712b99d_2880x1620.jpg', 'speaker': 'Gail Reed', 'title': ""Where to train the world's doctors? Cuba."", 'duration': 1028, 'slug': 'gail_reed_where_to_train_the_world_s_doctors_cuba', 'viewed_count': 772916}, {'id': 2076, 'hero': 'https://pe.tedcdn.com/images/ted/9238ca0d06f68e5d8127c5c0236ea4d5ae8ea55d_2400x1800.jpg', 'speaker': 'Rishi Manchanda', 'title': 'What makes us get sick? Look upstream', 'duration': 1093, 'slug': 'rishi_manchanda_what_makes_us_get_sick_look_upstream', 'viewed_count': 1399331}]","Physician, global health policy analyst","['TEDx', 'community', 'disaster relief', 'ebola', 'global issues', 'health', 'health care', 'medicine', 'public health', 'security', 'society', 'violence', 'war']",Why civilians suffer more once a war is over,"https://www.ted.com/talks/margaret_bourdeaux_why_civilians_suffer_more_once_a_war_is_over +","So have you ever wondered what it would be like to live in a place with no rules? That sounds pretty cool.(Laughter)You wake up one morning, however, and you discover that the reason there are no rules is because there's no government, and there are no laws. In fact, all social institutions have disappeared. So there's no schools, there's no hospitals, there's no police, there's no banks, there's no athletic clubs, there's no utilities.Well, I know a little bit about what this is like, because when I was a medical student in 1999, I worked in a refugee camp in the Balkans during the Kosovo War. When the war was over, I got permission \u2014 unbelievably \u2014 from my medical school to take some time off and follow some of the families that I had befriended in the camp back to their village in Kosovo, and understand how they navigated life in this postwar setting.Postwar Kosovo was a very interesting place because NATO troops were there, mostly to make sure the war didn't break out again. But other than that, it was actually a lawless place, and almost every social institution, both public and private, had been destroyed. So I can tell you that when you go into one of these situations and settings, it is absolutely thrilling ... for about 30 minutes, because that's about how long it takes before you run into a situation where you realize how incredibly vulnerable you are.For me, that moment came when I had to cross the first checkpoint, and I realized as I drove up that I would be negotiating passage through this checkpoint with a heavily armed individual who, if he decided to shoot me right then and there, actually wouldn't be doing anything illegal. But the sense of vulnerability that I had was absolutely nothing in comparison to the vulnerability of the families that I got to know over that year.You see, life in a society where there are no social institutions is riddled with danger and uncertainty, and simple questions like, ""What are we going to eat tonight?"" are very complicated to answer. Questions about security, when you don't have any security systems, are terrifying. Is that altercation I had with the neighbor down the block going to turn into a violent episode that will end my life or my family's life?Health concerns when there is no health system are also terrifying. I listened as many families had to sort through questions like, ""My infant has a fever. What am I going to do?"" ""My sister, who is pregnant, is bleeding. What should I do? Who should I turn to?"" ""Where are the doctors, where are the nurses? If I could find one, are they trustworthy? How will I pay them? In what currency will I pay them?"" ""If I need medications, where will I find them? If I take those medications, are they actually counterfeits?"" And on and on. So for life in these settings, the dominant theme, the dominant feature of life, is the incredible vulnerability that people have to manage day in and day out, because of the lack of social systems.And it actually turns out that this feature of life is incredibly difficult to explain and be understood by people who are living outside of it. I discovered this when I left Kosovo. I came back to Boston, I became a physician, I became a global public health policy researcher. I joined the Harvard Medical School and Brigham and Women's Hospital Division of Global Health. And I, as a researcher, really wanted to get started on this problem right away. I was like, ""How do we reduce the crushing vulnerability of people living in these types of fragile settings? Is there any way we can start to think about how to protect and quickly recover the institutions that are critical to survival, like the health system?"" And I have to say, I had amazing colleagues. But one interesting thing about it was, this was sort of an unusual question for them. They were kind of like, ""Oh, if you work in war, doesn't that mean you work on refugee camps, and you work on documenting mass atrocities?"" \u2014 which is, by the way, very, very, very important.So it took me a while to explain why I was so passionate about this issue, until about six years ago. That's when this landmark study that looked at and described the public health consequences of war was published. They came to an incredible, provocative conclusion. These researchers concluded that the vast majority of death and disability from war happens after the cessation of conflict. So the most dangerous time to be a person living in a conflict-affected state is after the cessation of hostilities; it's after the peace deal has been signed. It's when that political solution has been achieved. That seems so puzzling, but of course it's not, because war kills people by robbing them of their clinics, of their hospitals, of their supply chains. Their doctors are targeted, are killed; they're on the run. And more invisible and yet more deadly is the destruction of the health governance institutions and their finances.So this is really not surprising at all to me. But what is surprising and somewhat dismaying, is how little impact this insight has had, in terms of how we think about human suffering and war. Let me give you a couple examples.Last year, you may remember, Ebola hit the West African country of Liberia. There was a lot of reporting about this group, Doctors Without Borders, sounding the alarm and calling for aid and assistance. But not a lot of that reporting answered the question: Why is Doctors Without Borders even in Liberia? Doctors Without Borders is an amazing organization, dedicated and designed to provide emergency care in war zones. Liberia's civil war had ended in 2003 \u2014 that was 11 years before Ebola even struck. When Ebola struck Liberia, there were less than 50 doctors in the entire country of 4.5 million people. Doctors Without Borders is in Liberia because Liberia still doesn't really have a functioning health system, 11 years later.When the earthquake hit Haiti in 2010, the outpouring of international aid was phenomenal. But did you know that only two percent of that funding went to rebuild Haitian public institutions, including its health sector? From that perspective, Haitians continue to die from the earthquake even today.I recently met this gentleman. This is Dr. Nezar Ismet. He's the Minister of Health in the northern autonomous region of Iraq, in Kurdistan. Here he is announcing that in the last nine months, his country, his region, has increased from four million people to five million people. That's a 25 percent increase. Thousands of these new arrivals have experienced incredible trauma. His doctors are working 16-hour days without pay. His budget has not increased by 25 percent; it has decreased by 20 percent, as funding has flowed to security concerns and to short-term relief efforts. When his health sector fails \u2014 and if history is any guide, it will \u2014 how do you think that's going to influence the decision making of the five million people in his region as they think about whether they should flee that type of vulnerable living situation?So as you can see, this is a frustrating topic for me, and I really try to understand: Why the reluctance to protect and support indigenous health systems and security systems? I usually tier two concerns, two arguments. The first concern is about corruption, and the concern that people in these settings are corrupt and they are untrustworthy. And I will admit that I have met unsavory characters working in health sectors in these situations. But I will tell you that the opposite is absolutely true in every case I have worked on, from Afghanistan to Libya, to Kosovo, to Haiti, to Liberia \u2014 I have met inspiring people, who, when the chips were down for their country, they risked everything to save their health institutions. The trick for the outsider who wants to help is identifying who those individuals are, and building a pathway for them to lead.That is exactly what happened in Afghanistan. One of the unsung and untold success stories of our nation-building effort in Afghanistan involved the World Bank in 2002 investing heavily in identifying, training and promoting Afghani health sector leaders. These health sector leaders have pulled off an incredible feat in Afghanistan. They have aggressively increased access to health care for the majority of the population. They are rapidly improving the health status of the Afghan population, which used to be the worst in the world. In fact, the Afghan Ministry of Health does things that I wish we would do in America. They use things like data to make policy. It's incredible.(Laughter)The other concern I hear a lot about is: ""We just can't afford it, we just don't have the money. It's just unsustainable."" I would submit to you that the current situation and the current system we have is the most expensive, inefficient system we could possibly conceive of. The current situation is that when governments like the US \u2014 or, let's say, the collection of governments that make up the European Commission \u2014 every year, they spend 15 billion dollars on just humanitarian and emergency and disaster relief worldwide. That's nothing about foreign aid, that's just disaster relief. Ninety-five percent of it goes to international relief agencies, that then have to import resources into these areas, and knit together some type of temporary health system, let's say, which they then dismantle and send away when they run out of money.So our job, it turns out, is very clear.We, as the global health community policy experts, our first job is to become experts in how to monitor the strengths and vulnerabilities of health systems in threatened situations. And that's when we see doctors fleeing, when we see health resources drying up, when we see institutions crumbling \u2014 that's the emergency. That's when we need to sound the alarm and wave our arms. OK? Not now. Everyone can see that's an emergency, they don't need us to tell them that.Number two: places like where I work at Harvard need to take their cue from the World Bank experience in Afghanistan, and we need to \u2014 and we will \u2014 build robust platforms to support health sector leaders like these. These people risk their lives. I think we can match their courage with some support.Number three: we need to reach out and make new partnerships. At our global health center, we have launched a new initiative with NATO and other security policy makers to explore with them what they can do to protect health system institutions during deployments. We want them to see that protecting health systems and other critical social institutions is an integral part of their mission. It's not just about avoiding collateral damage; it's about winning the peace.But the most important partner we need to engage is you, the American public, and indeed, the world public. Because unless you understand the value of social institutions, like health systems in these fragile settings, you won't support efforts to save them. You won't click on that article that talks about ""Hey, all those doctors are on the run in country X. I wonder what that means. I wonder what that means for that health system's ability to, let's say, detect influenza."" ""Hmm, it's probably not good."" That's what I'd tell you.Up on the screen, I've put up my three favorite American institution defenders and builders. Over here is George C. Marshall, he was the guy that proposed the Marshall Plan to save all of Europe's economic institutions after World War II. And this Eleanor Roosevelt. Her work on human rights really serves as the foundation for all of our international human rights organizations. Then my big favorite is Ben Franklin, who did many things in terms of creating institutions, but was the midwife of our constitution.And I would say to you that these are folks who, when our country was threatened, or our world was threatened, they didn't retreat. They didn't talk about building walls. They talked about building institutions to protect human security, for their generation and also for ours. And I think our generation should do the same.Thank you.(Applause)" +2175141,398,"Someone always asks the math teacher, ""Am I going to use calculus in real life?"" And for most of us, says Arthur Benjamin, the answer is no. He offers a bold proposal on how to make math education relevant in the digital age.",178,TED2009,1233792000,64,Arthur Benjamin,Arthur Benjamin: Teach statistics before calculus!,1,1246265400,"[{'id': 25, 'name': 'OK', 'count': 282}, {'id': 24, 'name': 'Persuasive', 'count': 1116}, {'id': 7, 'name': 'Funny', 'count': 159}, {'id': 10, 'name': 'Inspiring', 'count': 499}, {'id': 21, 'name': 'Unconvincing', 'count': 169}, {'id': 11, 'name': 'Longwinded', 'count': 24}, {'id': 3, 'name': 'Courageous', 'count': 183}, {'id': 8, 'name': 'Informative', 'count': 490}, {'id': 9, 'name': 'Ingenious', 'count': 253}, {'id': 23, 'name': 'Jaw-dropping', 'count': 60}, {'id': 22, 'name': 'Fascinating', 'count': 193}, {'id': 2, 'name': 'Confusing', 'count': 26}, {'id': 26, 'name': 'Obnoxious', 'count': 42}, {'id': 1, 'name': 'Beautiful', 'count': 74}]","[{'id': 66, 'hero': 'https://pe.tedcdn.com/images/ted/6b6eb940bceab359ca676a9b486aae475c1df883_2880x1620.jpg', 'speaker': 'Ken Robinson', 'title': 'Do schools kill creativity?', 'duration': 1164, 'slug': 'ken_robinson_says_schools_kill_creativity', 'viewed_count': 47227938}, {'id': 558, 'hero': 'https://pe.tedcdn.com/images/ted/9a279919919323e41d0b9a6d813d60e1dd10f68b_2880x1620.jpg', 'speaker': 'Liz Coleman', 'title': 'A call to reinvent liberal arts education', 'duration': 1118, 'slug': 'liz_coleman_s_call_to_reinvent_liberal_arts_education', 'viewed_count': 589931}, {'id': 199, 'hero': 'https://pe.tedcdn.com/images/ted/e982353371ca063e5ffb2ab554ec91de355d29d1_1600x1200.jpg', 'speaker': 'Arthur Benjamin', 'title': 'A performance of ""Mathemagic""', 'duration': 914, 'slug': 'arthur_benjamin_does_mathemagic', 'viewed_count': 8360730}, {'id': 2518, 'hero': 'https://pe.tedcdn.com/images/ted/4d02262a103b0cb3723737ea154dd9f83ca37003_2880x1620.jpg', 'speaker': 'C\xe9dric Villani', 'title': ""What's so sexy about math?"", 'duration': 983, 'slug': 'cedric_villani_what_s_so_sexy_about_math', 'viewed_count': 1624313}, {'id': 1862, 'hero': 'https://pe.tedcdn.com/images/ted/f7a1545bc99cab07fd7400e3fb96312702955d9b_1600x1200.jpg', 'speaker': 'Arthur Benjamin', 'title': 'The magic of Fibonacci numbers', 'duration': 384, 'slug': 'arthur_benjamin_the_magic_of_fibonacci_numbers', 'viewed_count': 4376148}, {'id': 1485, 'hero': 'https://pe.tedcdn.com/images/ted/bff2738c6442b35a4b6540340d490e7c66b8ead9_800x600.jpg', 'speaker': 'E.O. Wilson', 'title': 'Advice to a young scientist', 'duration': 896, 'slug': 'e_o_wilson_advice_to_young_scientists', 'viewed_count': 1057940}]",Mathemagician,"['economics', 'education', 'math', 'statistics']",Teach statistics before calculus!,"https://www.ted.com/talks/arthur_benjamin_s_formula_for_changing_math_education +","Now, if President Obama invited me to be the next Czar of Mathematics, then I would have a suggestion for him that I think would vastly improve the mathematics education in this country. And it would be easy to implement and inexpensive.The mathematics curriculum that we have is based on a foundation of arithmetic and algebra. And everything we learn after that is building up towards one subject. And at top of that pyramid, it's calculus. And I'm here to say that I think that that is the wrong summit of the pyramid ... that the correct summit \u2014 that all of our students, every high school graduate should know \u2014 should be statistics: probability and statistics. (Applause)I mean, don't get me wrong. Calculus is an important subject. It's one of the great products of the human mind. The laws of nature are written in the language of calculus. And every student who studies math, science, engineering, economics, they should definitely learn calculus by the end of their freshman year of college. But I'm here to say, as a professor of mathematics, that very few people actually use calculus in a conscious, meaningful way, in their day-to-day lives. On the other hand, statistics \u2014 that's a subject that you could, and should, use on daily basis. Right? It's risk. It's reward. It's randomness. It's understanding data.I think if our students, if our high school students \u2014 if all of the American citizens \u2014 knew about probability and statistics, we wouldn't be in the economic mess that we're in today. (Laughter) (Applause) Not only \u2014 thank you \u2014 not only that ... but if it's taught properly, it can be a lot of fun. I mean, probability and statistics, it's the mathematics of games and gambling. It's analyzing trends. It's predicting the future. Look, the world has changed from analog to digital. And it's time for our mathematics curriculum to change from analog to digital, from the more classical, continuous mathematics, to the more modern, discrete mathematics \u2014 the mathematics of uncertainty, of randomness, of data \u2014 that being probability and statistics.In summary, instead of our students learning about the techniques of calculus, I think it would be far more significant if all of them knew what two standard deviations from the mean means. And I mean it. Thank you very much. (Applause)" +497172,140,"Shaffi Mather explains why he left his first career to become a social entrepreneur, providing life-saving transportation with his company 1298 for Ambulance. Now, he has a new idea and plans to begin a company to fight the booming business of corruption in public service, eliminating it one bribe at a time.",641,TEDIndia 2009,1257379200,23,Shaffi Mather,Shaffi Mather: A new way to fight corruption,1,1261385400,"[{'id': 3, 'name': 'Courageous', 'count': 254}, {'id': 10, 'name': 'Inspiring', 'count': 246}, {'id': 23, 'name': 'Jaw-dropping', 'count': 44}, {'id': 9, 'name': 'Ingenious', 'count': 140}, {'id': 24, 'name': 'Persuasive', 'count': 64}, {'id': 26, 'name': 'Obnoxious', 'count': 7}, {'id': 8, 'name': 'Informative', 'count': 52}, {'id': 22, 'name': 'Fascinating', 'count': 38}, {'id': 1, 'name': 'Beautiful', 'count': 20}, {'id': 25, 'name': 'OK', 'count': 21}, {'id': 11, 'name': 'Longwinded', 'count': 21}, {'id': 2, 'name': 'Confusing', 'count': 8}, {'id': 21, 'name': 'Unconvincing', 'count': 18}, {'id': 7, 'name': 'Funny', 'count': 3}]","[{'id': 545, 'hero': 'https://pe.tedcdn.com/images/ted/49056d8d68e183e1b3f429928012eba103f39a4a_2880x1620.jpg', 'speaker': 'Nandan Nilekani', 'title': ""Ideas for India's future"", 'duration': 919, 'slug': 'nandan_nilekani_s_ideas_for_india_s_future', 'viewed_count': 792498}, {'id': 91, 'hero': 'https://pe.tedcdn.com/images/ted/154_480x360.jpg', 'speaker': 'Jacqueline Novogratz', 'title': ""Invest in Africa's own solutions"", 'duration': 773, 'slug': 'jacqueline_novogratz_invests_in_ending_poverty', 'viewed_count': 705408}, {'id': 53, 'hero': 'https://pe.tedcdn.com/images/ted/f90e23c30815d750cc301b37e2159b9f22c613e5_1600x1200.jpg', 'speaker': 'Majora Carter', 'title': 'Greening the ghetto', 'duration': 1116, 'slug': 'majora_carter_s_tale_of_urban_renewal', 'viewed_count': 1697677}, {'id': 1673, 'hero': 'https://pe.tedcdn.com/images/ted/592908a61852075d8423362989e9fe268fefc5c9_1600x1200.jpg', 'speaker': 'Afra Raymond', 'title': 'Three myths about corruption', 'duration': 1089, 'slug': 'afra_raymond_three_myths_about_corruption', 'viewed_count': 824893}, {'id': 644, 'hero': 'https://pe.tedcdn.com/images/ted/118085_800x600.jpg', 'speaker': 'Jacqueline Novogratz', 'title': 'A third way to think about aid', 'duration': 1024, 'slug': 'jacqueline_novogratz_a_third_way_to_think_about_aid', 'viewed_count': 436147}, {'id': 1688, 'hero': 'https://pe.tedcdn.com/images/ted/d5577fdfa6524f0b91a00fd8d9df84810fb5a10c_1600x1200.jpg', 'speaker': 'Dan Pallotta', 'title': 'The way we think about charity is dead wrong', 'duration': 1134, 'slug': 'dan_pallotta_the_way_we_think_about_charity_is_dead_wrong', 'viewed_count': 4259160}]","Social entrepreneur, lawyer","['Asia', 'TED Fellows', 'crime', 'entrepreneur', 'potential', 'poverty', 'social change', 'society']",A new way to fight corruption,"https://www.ted.com/talks/shaffi_mather_a_new_way_to_fight_corruption +","The anger in me against corruption made me to make a big career change last year, becoming a full-time practicing lawyer. My experiences over the last 18 months, as a lawyer, has seeded in me a new entrepreneurial idea, which I believe is indeed worth spreading. So, I share it with all of you here today, though the idea itself is getting crystallized and I'm still writing up the business plan. Of course it helps that fear of public failure diminishes as the number of ideas which have failed increases.I've been a huge fan of enterprise and entrepreneurship since 1993. I've explored, experienced, and experimented enterprise and capitalism to my heart's content. I built, along with my two brothers, the leading real estate company in my home state, Kerala, and then worked professionally with two of India's biggest businessmen, but in their startup enterprises. In 2003, when I stepped out of the pure play capitalistic sector to work on so-called social sector issues, I definitely did not have any grand strategy or plan to pursue and find for-profit solutions to addressing pressing public issues.When life brought about a series of death and near-death experiences within my close circle, which highlighted the need for an emergency medical response service in India, similar to 911 in USA. To address this, I, along with four friends, founded Ambulance Access for All, to promote life-support ambulance services in India. For those from the developing world, there is nothing, absolutely nothing new in this idea. But as we envisioned it, we had three key goals: Providing world-class life support ambulance service which is fully self-sustainable from its own revenue streams, and universally accessible to anyone in a medical emergency, irrespective of the capability to pay. The service which grew out of this, Dial 1298 for Ambulance, with one ambulance in 2004, now has a hundred-plus ambulances in three states, and has transported over 100,000 patients and victims since inception.The service is \u2014 (Applause) fully self-sustainable from its own revenues, without accessing any public funds, and the cross-subsidy model actually works, where the rich pays higher, poor pays lower, and the accident victim is getting the service free of charge. The service responded effectively and efficiently, during the unfortunate 26/11 Mumbai terror attacks. And as you can see from the visuals, the service was responding and rescuing victims from the incident locations even before the police could cordon off the incident locations and formally confirm it as a terror strike. We ended up being the first medical response team in every incident location and transported 125 victims, saving life.(Applause)In tribute and remembrance of 26/11 attacks over the last one year, we have actually helped a Pakistani NGO, Aman Foundation, to set up a self-sustainable life support ambulance service in Karachi, facilitated by Acumen Fund.(Applause)It's a small message from us, in our own small way to the enemies of humanity, of Islam, of South Asia, of India, and of Pakistan, that humanity will continue to bloom, irrespective of such dastardly attacks. Since then I've also co-founded two other social enterprises. One is Education Access for All, setting up schools in small-town India. And the other is Moksha-Yug Access, which is integrating rural supply chain on the foundations of self-help group-based microfinance. I guess we seem to be doing at least a few things right. Because diligent investors and venture funds have committed over 7.5 million dollars in funding. With the significance being these funds have come in as a QT capital, not as grant or as philanthropy.Now I come back to the idea of the new social enterprise that I'm exploring. Corruption, bribes, and lack of transparency. You may be surprised to know that eight speakers yesterday actually mentioned these terms in their talks. Bribes and corruption have both a demand and a supply side, with the supply side being mostly of greedy corporate unethical businesses and hapless common man. And the demand side being mostly politicians, bureaucrats and those who have discretionary power vested with them.According to World Bank estimate, one trillion dollars is paid in bribes every year, worsening the condition of the already worse off. Yet, if you analyze the common man, he or she does not wake up every day and say, ""Hmm, let me see who I can pay a bribe to today."" or, ""Let me see who I can corrupt today."" Often it is the constraining or the back-to-the-wall situation that the hapless common man finds himself or herself in that leads him to pay a bribe. In the modern day world, where time is premium and battle for subsistence is unimaginably tough, the hapless common man simply gives in and pays the bribe just to get on with life.Now, let me ask you another question. Imagine you are being asked to pay a bribe in your day-to-day life to get something done. What do you do? Of course you can call the police. But what is the use if the police department is in itself steeped in corruption? Most definitely you don't want to pay the bribe. But you also don't have the time, resources, expertise or wherewithal to fight this. Unfortunately, many of us in this room are supporters of capitalist policies and market forces.Yet the market forces around the world have not yet thrown up a service where you can call in, pay a fee, and fight the demand for a bribe. Like a bribe buster service, or 1-800-Fight-Bribes, or www.stopbribes.org or www.preventcorruption.org. Such a service simply do not exist. One image that has haunted me from my early business days is of a grandmother, 70 plus years, being harassed by the bureaucrats in the town planning office. All she needed was permission to build three steps to her house, from ground level, making it easier for her to enter and exit her house. Yet the officer in charge would not simply give her the permit for want of a bribe. Even though it pricked my conscience then, I could not, or rather I did not tend to her or assist her, because I was busy building my real estate company. I don't want to be haunted by such images any more.A group of us have been working on a pilot basis to address individual instances of demands for bribes for common services or entitlement. And in all 42 cases where we have pushed back such demands using existing and legitimate tools like the Right to Information Act, video, audio, or peer pressure, we have successfully obtained whatever our clients set out to achieve without actually paying a bribe. And with the cost of these tools being substantially lower than the bribe demanded. I believe that these tools that worked in these 42 pilot cases can be consolidated in standard processes in a BPO kind of environment, and made available on web, call-center and franchise physical offices, for a fee, to serve anyone confronted with a demand for a bribe. The target market is as tempting as it can get. It can be worth up to one trillion dollars, being paid in bribes every year, or equal to India's GDP. And it is an absolutely virgin market.I propose to explore this idea further, to examine the potential of creating a for-profit, fee-based BPO kind of service to stop bribes and prevent corruption. I do realize that the fight for justice against corruption is never easy. It never has been and it never will be. In my last 18 months as a lawyer, battling small- and large-scale corruption, including the one perpetrated by India's biggest corporate scamster. Through his charities I have had three police cases filed against me alleging trespass, impersonation and intimidation. The battle against corruption exacts a toll on ourselves, our families, our friends, and even our kids. Yet I believe the price we pay is well worth holding on to our dignity and making the world a fairer place.What gives us the courage? As my close friend replied, when told during the seeding days of the ambulance project that it is an impossible task and the founders are insane to chalk up their blue-chip jobs, I quote: ""Of course we cannot fail in this, at least in our own minds. For we are insane people, trying to do an impossible task. And an insane person does not know what an impossible task is."" Thank you.(Applause)Chris Anderson: Shaffi, that is a really exciting business idea. Shaffi Mather: I just have to get through the initial days where I don't get eliminated.(Laughter)CA: What's on your mind? I mean, give us a sense of the numbers here \u2014 a typical bribe and a typical fee. I mean, what's in your head?SM: So let me ... Let me give you an example. Somebody who had applied for the passport. The officer was just sitting on it and was demanding around 3,000 rupees in bribes. And he did not want to pay. So we actually used the Right to Information Act, which is equal to the Freedom of Information Act in the United States, and pushed back the officers in this particular case. And in all these 42 cases, when we kept pushing them back, there was three kinds of reaction. A set of people actually say, ""Oh, let me just grant it to them, and run away from it."" Some people actually come back and say, ""Oh, you want to screw me. Let me show you what I can do."" And he will push us back. So you take the next step, or use the next tool available in what we are putting together, and then he relents. By the third time, in all 42 cases, we have achieved success.CA: But if it's a 3,000-rupee, 70-dollar bribe, what fee would you have to charge, and can you actually make the business work?SM: Well, actually the cost that we incurred was less than 200 rupees. So, it actually works.CA: That's a high gross margin business. I like it.(Laughter)SM: I actually did not want to answer this on the TED stage.CA: OK, so these are provisional numbers, no pricing guarantee. If you can pull this off, you will be a global hero. I mean, this could be huge. Thank you so much for sharing this idea at TED.(Applause)" +871453,177,"In this thoughtful talk, David Puttnam asks a big question about the media: Does it have a moral imperative to create informed citizens, to support democracy? His solution for ensuring media responsibility is bold, and you might not agree. But it's certainly a question worth asking.",641,TEDxHousesOfParliament,1371686400,30,David Puttnam,"David Puttnam: Does the media have a ""duty of care""?",1,1392048938,"[{'id': 8, 'name': 'Informative', 'count': 251}, {'id': 10, 'name': 'Inspiring', 'count': 206}, {'id': 24, 'name': 'Persuasive', 'count': 263}, {'id': 22, 'name': 'Fascinating', 'count': 66}, {'id': 3, 'name': 'Courageous', 'count': 81}, {'id': 1, 'name': 'Beautiful', 'count': 20}, {'id': 21, 'name': 'Unconvincing', 'count': 35}, {'id': 25, 'name': 'OK', 'count': 31}, {'id': 23, 'name': 'Jaw-dropping', 'count': 10}, {'id': 9, 'name': 'Ingenious', 'count': 32}, {'id': 26, 'name': 'Obnoxious', 'count': 6}, {'id': 11, 'name': 'Longwinded', 'count': 26}, {'id': 7, 'name': 'Funny', 'count': 6}, {'id': 2, 'name': 'Confusing', 'count': 17}]","[{'id': 1091, 'hero': 'https://pe.tedcdn.com/images/ted/0f550197b90f20147576a51962258dc5ac7ac82d_800x600.jpg', 'speaker': 'Eli Pariser', 'title': 'Beware online ""filter bubbles""', 'duration': 544, 'slug': 'eli_pariser_beware_online_filter_bubbles', 'viewed_count': 4039470}, {'id': 1630, 'hero': 'https://pe.tedcdn.com/images/ted/c11cd7bef22fe47795e530dc871cea3a87221311_1600x1200.jpg', 'speaker': 'Markham Nolan', 'title': 'How to separate fact and fiction online', 'duration': 809, 'slug': 'markham_nolan_how_to_separate_fact_and_fiction_online', 'viewed_count': 1229156}, {'id': 1242, 'hero': 'https://pe.tedcdn.com/images/ted/6396a7e46d1e31309bcb9a713003fcbd086fd914_800x600.jpg', 'speaker': 'Paul Lewis', 'title': 'How mobile phones helped solve two murders', 'duration': 1013, 'slug': 'paul_lewis_crowdsourcing_the_news', 'viewed_count': 148975}, {'id': 1547, 'hero': 'https://pe.tedcdn.com/images/ted/72b2314e9ac4a23dfeae633e0df6a05194dad3b0_2880x1620.jpg', 'speaker': 'Ivan Krastev', 'title': 'Can democracy exist without trust?', 'duration': 844, 'slug': 'ivan_krastev_can_democracy_exist_without_trust', 'viewed_count': 640622}, {'id': 1765, 'hero': 'https://pe.tedcdn.com/images/ted/6ab9ce5c2009cf34e38f8876dbe94e7b81ab74e4_1600x1200.jpg', 'speaker': 'George Papandreou', 'title': 'Imagine a European democracy without borders', 'duration': 1206, 'slug': 'george_papandreou_imagine_a_european_democracy_without_borders', 'viewed_count': 741724}, {'id': 1189, 'hero': 'https://pe.tedcdn.com/images/ted/57916f341f4b845b61399c4160c65672b5b22f5a_800x600.jpg', 'speaker': 'Maajid Nawaz', 'title': 'A global culture to fight extremism', 'duration': 1073, 'slug': 'maajid_nawaz_a_global_culture_to_fight_extremism', 'viewed_count': 703567}]",Producer,"['TEDx', 'democracy', 'journalism', 'media', 'politics']","Does the media have a ""duty of care""?","https://www.ted.com/talks/david_puttnam_what_happens_when_the_media_s_priority_is_profit +","I'd like to start, if I may, with the story of the Paisley snail. On the evening of the 26th of August, 1928, May Donoghue took a train from Glasgow to the town of Paisley, seven miles east of the city, and there at the Wellmeadow Caf\xe9, she had a Scots ice cream float, a mix of ice cream and ginger beer bought for her by a friend. The ginger beer came in a brown, opaque bottle labeled ""D. Stevenson, Glen Lane, Paisley."" She drank some of the ice cream float, but as the remaining ginger beer was poured into her tumbler, a decomposed snail floated to the surface of her glass. Three days later, she was admitted to the Glasgow Royal Infirmary and diagnosed with severe gastroenteritis and shock.The case of Donoghue vs. Stevenson that followed set a very important legal precedent: Stevenson, the manufacturer of the ginger beer, was held to have a clear duty of care towards May Donoghue, even though there was no contract between them, and, indeed, she hadn't even bought the drink. One of the judges, Lord Atkin, described it like this: You must take care to avoid acts or omissions which you can reasonably foresee would be likely to injure your neighbor. Indeed, one wonders that without a duty of care, how many people would have had to suffer from gastroenteritis before Stevenson eventually went out of business.Now please hang on to that Paisley snail story, because it's an important principle. Last year, the Hansard Society, a nonpartisan charity which seeks to strengthen parliamentary democracy and encourage greater public involvement in politics published, alongside their annual audit of political engagement, an additional section devoted entirely to politics and the media. Here are a couple of rather depressing observations from that survey. Tabloid newspapers do not appear to advance the political citizenship of their readers, relative even to those who read no newspapers whatsoever. Tabloid-only readers are twice as likely to agree with a negative view of politics than readers of no newspapers. They're not just less politically engaged. They are consuming media that reinforces their negative evaluation of politics, thereby contributing to a fatalistic and cynical attitude to democracy and their own role within it. Little wonder that the report concluded that in this respect, the press, particularly the tabloids, appear not to be living up to the importance of their role in our democracy.Now I doubt if anyone in this room would seriously challenge that view. But if Hansard are right, and they usually are, then we've got a very serious problem on our hands, and it's one that I'd like to spend the next 10 minutes focusing upon.Since the Paisley snail, and especially over the past decade or so, a great deal of thinking has been developed around the notion of a duty of care as it relates to a number of aspects of civil society. Generally a duty of care arises when one individual or a group of individuals undertakes an activity which has the potential to cause harm to another, either physically, mentally or economically. This is principally focused on obvious areas, such as our empathetic response to children and young people, to our service personnel, and to the elderly and infirm. It is seldom, if ever, extended to equally important arguments around the fragility of our present system of government, to the notion that honesty, accuracy and impartiality are fundamental to the process of building and embedding an informed, participatory democracy. And the more you think about it, the stranger that is.A couple of years ago, I had the pleasure of opening a brand new school in the northeast of England. It had been renamed by its pupils as Academy 360. As I walked through their impressive, glass-covered atrium, in front of me, emblazoned on the wall in letters of fire was Marcus Aurelius's famous injunction: If it's not true, don't say it; if it's not right, don't do it. The head teacher saw me staring at it, and he said, ""Oh, that's our school motto."" On the train back to London, I couldn't get it out of my mind. I kept thinking, can it really have taken us over 2,000 years to come to terms with that simple notion as being our minimum expectation of each other? Isn't it time that we develop this concept of a duty of care and extended it to include a care for our shared but increasingly endangered democratic values? After all, the absence of a duty of care within many professions can all too easily amount to accusations of negligence, and that being the case, can we be really comfortable with the thought that we're in effect being negligent in respect of the health of our own societies and the values that necessarily underpin them? Could anyone honestly suggest, on the evidence, that the same media which Hansard so roundly condemned have taken sufficient care to avoid behaving in ways which they could reasonably have foreseen would be likely to undermine or even damage our inherently fragile democratic settlement.Now there will be those who will argue that this could all too easily drift into a form of censorship, albeit self-censorship, but I don't buy that argument. It has to be possible to balance freedom of expression with wider moral and social responsibilities.Let me explain why by taking the example from my own career as a filmmaker. Throughout that career, I never accepted that a filmmaker should set about putting their own work outside or above what he or she believed to be a decent set of values for their own life, their own family, and the future of the society in which we all live. I'd go further. A responsible filmmaker should never devalue their work to a point at which it becomes less than true to the world they themselves wish to inhabit. As I see it, filmmakers, journalists, even bloggers are all required to face up to the social expectations that come with combining the intrinsic power of their medium with their well-honed professional skills. Obviously this is not a mandated duty, but for the gifted filmmaker and the responsible journalist or even blogger, it strikes me as being utterly inescapable.We should always remember that our notion of individual freedom and its partner, creative freedom, is comparatively new in the history of Western ideas, and for that reason, it's often undervalued and can be very quickly undermined. It's a prize easily lost, and once lost, once surrendered, it can prove very, very hard to reclaim. And its first line of defense has to be our own standards, not those enforced on us by a censor or legislation, our own standards and our own integrity. Our integrity as we deal with those with whom we work and our own standards as we operate within society. And these standards of ours need to be all of a piece with a sustainable social agenda. They're part of a collective responsibility, the responsibility of the artist or the journalist to deal with the world as it really is, and this, in turn, must go hand in hand with the responsibility of those governing society to also face up to that world, and not to be tempted to misappropriate the causes of its ills. Yet, as has become strikingly clear over the last couple of years, such responsibility has to a very great extent been abrogated by large sections of the media. And as a consequence, across the Western world, the over-simplistic policies of the parties of protest and their appeal to a largely disillusioned, older demographic, along with the apathy and obsession with the trivial that typifies at least some of the young, taken together, these and other similarly contemporary aberrations are threatening to squeeze the life out of active, informed debate and engagement, and I stress active.The most ardent of libertarians might argue that Donoghue v. Stevenson should have been thrown out of court and that Stevenson would eventually have gone out of business if he'd continued to sell ginger beer with snails in it. But most of us, I think, accept some small role for the state to enforce a duty of care, and the key word here is reasonable. Judges must ask, did they take reasonable care and could they have reasonably foreseen the consequences of their actions? Far from signifying overbearing state power, it's that small common sense test of reasonableness that I'd like us to apply to those in the media who, after all, set the tone and the content for much of our democratic discourse.Democracy, in order to work, requires that reasonable men and women take the time to understand and debate difficult, sometimes complex issues, and they do so in an atmosphere which strives for the type of understanding that leads to, if not agreement, then at least a productive and workable compromise. Politics is about choices, and within those choices, politics is about priorities. It's about reconciling conflicting preferences wherever and whenever possibly based on fact. But if the facts themselves are distorted, the resolutions are likely only to create further conflict, with all the stresses and strains on society that inevitably follow. The media have to decide: Do they see their role as being to inflame or to inform? Because in the end, it comes down to a combination of trust and leadership.Fifty years ago this week, President John F. Kennedy made two epoch-making speeches, the first on disarmament and the second on civil rights. The first led almost immediately to the Nuclear Test Ban Treaty, and the second led to the 1964 Civil Rights Act, both of which represented giant leaps forward. Democracy, well-led and well-informed, can achieve very great things, but there's a precondition. We have to trust that those making those decisions are acting in the best interest not of themselves but of the whole of the people. We need factually-based options, clearly laid out, not those of a few powerful and potentially manipulative corporations pursuing their own frequently narrow agendas, but accurate, unprejudiced information with which to make our own judgments. If we want to provide decent, fulfilling lives for our children and our children's children, we need to exercise to the very greatest degree possible that duty of care for a vibrant, and hopefully a lasting, democracy. Thank you very much for listening to me. (Applause)" +852344,361,"The public is losing faith in democracy, says British MP Rory Stewart. Iraq and Afghanistan\u2019s new democracies are deeply corrupt; meanwhile, 84 percent of people in Britain say politics is broken. In this important talk, Stewart sounds a call to action to rebuild democracy, starting with recognizing why democracy is important -- not as a tool, but as an ideal.",821,TEDxHousesOfParliament,1339459200,30,Rory Stewart,Rory Stewart: Why democracy matters,1,1351522817,"[{'id': 24, 'name': 'Persuasive', 'count': 181}, {'id': 10, 'name': 'Inspiring', 'count': 140}, {'id': 23, 'name': 'Jaw-dropping', 'count': 12}, {'id': 8, 'name': 'Informative', 'count': 123}, {'id': 3, 'name': 'Courageous', 'count': 67}, {'id': 25, 'name': 'OK', 'count': 63}, {'id': 22, 'name': 'Fascinating', 'count': 38}, {'id': 21, 'name': 'Unconvincing', 'count': 86}, {'id': 9, 'name': 'Ingenious', 'count': 15}, {'id': 11, 'name': 'Longwinded', 'count': 44}, {'id': 2, 'name': 'Confusing', 'count': 10}, {'id': 26, 'name': 'Obnoxious', 'count': 20}, {'id': 1, 'name': 'Beautiful', 'count': 7}, {'id': 7, 'name': 'Funny', 'count': 6}]","[{'id': 951, 'hero': 'https://pe.tedcdn.com/images/ted/197439_800x600.jpg', 'speaker': 'Carne Ross', 'title': 'An independent diplomat', 'duration': 1238, 'slug': 'carne_ross_an_independent_diplomat', 'viewed_count': 343540}, {'id': 768, 'hero': 'https://pe.tedcdn.com/images/ted/150040_800x600.jpg', 'speaker': 'David Cameron', 'title': 'The next age of government', 'duration': 839, 'slug': 'david_cameron', 'viewed_count': 656767}, {'id': 692, 'hero': 'https://pe.tedcdn.com/images/ted/44d176400680735a4518d0ef852b93f0a021b7fa_2880x1620.jpg', 'speaker': 'Fields Wicker-Miurin', 'title': ""Learning from leadership's missing manual"", 'duration': 995, 'slug': 'fields_wicker_miurin_learning_from_leadership_s_missing_manual', 'viewed_count': 956209}, {'id': 1547, 'hero': 'https://pe.tedcdn.com/images/ted/72b2314e9ac4a23dfeae633e0df6a05194dad3b0_2880x1620.jpg', 'speaker': 'Ivan Krastev', 'title': 'Can democracy exist without trust?', 'duration': 844, 'slug': 'ivan_krastev_can_democracy_exist_without_trust', 'viewed_count': 640606}, {'id': 1765, 'hero': 'https://pe.tedcdn.com/images/ted/6ab9ce5c2009cf34e38f8876dbe94e7b81ab74e4_1600x1200.jpg', 'speaker': 'George Papandreou', 'title': 'Imagine a European democracy without borders', 'duration': 1206, 'slug': 'george_papandreou_imagine_a_european_democracy_without_borders', 'viewed_count': 741720}, {'id': 2413, 'hero': 'https://pe.tedcdn.com/images/ted/e7f0a77d348470b7847216e03829d8252f210881_2880x1620.jpg', 'speaker': 'Yanis Varoufakis', 'title': 'Capitalism will eat democracy -- unless we speak up', 'duration': 1191, 'slug': 'yanis_varoufakis_capitalism_will_eat_democracy_unless_we_speak_up', 'viewed_count': 2269342}]",Politician,"['TEDx', 'corruption', 'democracy', 'global issues', 'government', 'politics', 'society', 'state-building']",Why democracy matters,"https://www.ted.com/talks/rory_stewart_how_to_rebuild_democracy +","So little Billy goes to school, and he sits down and the teacher says, ""What does your father do?"" And little Billy says, ""My father plays the piano in an opium den."" So the teacher rings up the parents, and says, ""Very shocking story from little Billy today. Just heard that he claimed that you play the piano in an opium den."" And the father says, ""I'm very sorry. Yes, it's true, I lied. But how can I tell an eight-year-old boy that his father is a politician?"" (Laughter)Now, as a politician myself, standing in front of you, or indeed, meeting any stranger anywhere in the world, when I eventually reveal the nature of my profession, they look at me as though I'm somewhere between a snake, a monkey and an iguana, and through all of this, I feel, strongly, that something is going wrong. Four hundred years of maturing democracy, colleagues in Parliament who seem to me, as individuals, reasonably impressive, an increasingly educated, energetic, informed population, and yet a deep, deep sense of disappointment. My colleagues in Parliament include, in my new intake, family doctors, businesspeople, professors, distinguished economists, historians, writers, army officers ranging from colonels down to regimental sergeant majors. All of them, however, including myself, as we walk underneath those strange stone gargoyles just down the road, feel that we've become less than the sum of our parts, feel as though we have become profoundly diminished.And this isn't just a problem in Britain. It's a problem across the developing world, and in middle income countries too. In Jamaica, for example \u2014 look at Jamaican members of Parliament, you meet them, and they're often people who are Rhodes Scholars, who've studied at Harvard or at Princeton, and yet, you go down to downtown Kingston, and you are looking at one of the most depressing sites that you can see in any middle-income country in the world: a dismal, depressing landscape of burnt and half-abandoned buildings. And this has been true for 30 years, and the handover in 1979, 1980, between one Jamaican leader who was the son of a Rhodes Scholar and a Q.C. to another who'd done an economics doctorate at Harvard, over 800 people were killed in the streets in drug-related violence.Ten years ago, however, the promise of democracy seemed to be extraordinary. George W. Bush stood up in his State of the Union address in 2003 and said that democracy was the force that would beat most of the ills of the world. He said, because democratic governments respect their own people and respect their neighbors, freedom will bring peace. Distinguished academics at the same time argued that democracies had this incredible range of side benefits. They would bring prosperity, security, overcome sectarian violence, ensure that states would never again harbor terrorists.Since then, what's happened? Well, what we've seen is the creation, in places like Iraq and Afghanistan, of democratic systems of government which haven't had any of those side benefits. In Afghanistan, for example, we haven't just had one election or two elections. We've gone through three elections, presidential and parliamentary. And what do we find? Do we find a flourishing civil society, a vigorous rule of law and good security? No. What we find in Afghanistan is a judiciary that is weak and corrupt, a very limited civil society which is largely ineffective, a media which is beginning to get onto its feet but a government that's deeply unpopular, perceived as being deeply corrupt, and security that is shocking, security that's terrible. In Pakistan, in lots of sub-Saharan Africa, again you can see democracy and elections are compatible with corrupt governments, with states that are unstable and dangerous. And when I have conversations with people, I remember having a conversation, for example, in Iraq, with a community that asked me whether the riot we were seeing in front of us, this was a huge mob ransacking a provincial council building, was a sign of the new democracy. The same, I felt, was true in almost every single one of the middle and developing countries that I went to, and to some extent the same is true of us.Well, what is the answer to this? Is the answer to just give up on the idea of democracy? Well, obviously not. It would be absurd if we were to engage again in the kind of operations we were engaged in, in Iraq and Afghanistan if we were to suddenly find ourselves in a situation in which we were imposing anything other than a democratic system. Anything else would run contrary to our values, it would run contrary to the wishes of the people on the ground, it would run contrary to our interests. I remember in Iraq, for example, that we went through a period of feeling that we should delay democracy. We went through a period of feeling that the lesson learned from Bosnia was that elections held too early enshrined sectarian violence, enshrined extremist parties, so in Iraq in 2003 the decision was made, let's not have elections for two years. Let's invest in voter education. Let's invest in democratization. The result was that I found stuck outside my office a huge crowd of people, this is actually a photograph taken in Libya but I saw the same scene in Iraq of people standing outside screaming for the elections, and when I went out and said, ""What is wrong with the interim provincial council? What is wrong with the people that we have chosen? There is a Sunni sheikh, there's a Shiite sheikh, there's the seven \u2014 leaders of the seven major tribes, there's a Christian, there's a Sabian, there are female representatives, there's every political party in this council, what's wrong with the people that we chose?"" The answer came, ""The problem isn't the people that you chose. The problem is that you chose them."" I have not met, in Afghanistan, in even the most remote community, anybody who does not want a say in who governs them. Most remote community, I have never met a villager who does not want a vote.So we need to acknowledge that despite the dubious statistics, despite the fact that 84 percent of people in Britain feel politics is broken, despite the fact that when I was in Iraq, we did an opinion poll in 2003 and asked people what political systems they preferred, and the answer came back that seven percent wanted the United States, five percent wanted France, three percent wanted Britain, and nearly 40 percent wanted Dubai, which is, after all, not a democratic state at all but a relatively prosperous minor monarchy, democracy is a thing of value for which we should be fighting. But in order to do so we need to get away from instrumental arguments. We need to get away from saying democracy matters because of the other things it brings. We need to get away from feeling, in the same way, human rights matters because of the other things it brings, or women's rights matters for the other things it brings. Why should we get away from those arguments? Because they're very dangerous. If we set about saying, for example, torture is wrong because it doesn't extract good information, or we say, you need women's rights because it stimulates economic growth by doubling the size of the work force, you leave yourself open to the position where the government of North Korea can turn around and say, ""Well actually, we're having a lot of success extracting good information with our torture at the moment,"" or the government of Saudi Arabia to say, ""Well, our economic growth's okay, thank you very much, considerably better than yours, so maybe we don't need to go ahead with this program on women's rights.""The point about democracy is not instrumental. It's not about the things that it brings. The point about democracy is not that it delivers legitimate, effective, prosperous rule of law. It's not that it guarantees peace with itself or with its neighbors. The point about democracy is intrinsic. Democracy matters because it reflects an idea of equality and an idea of liberty. It reflects an idea of dignity, the dignity of the individual, the idea that each individual should have an equal vote, an equal say, in the formation of their government.But if we're really to make democracy vigorous again, if we're ready to revivify it, we need to get involved in a new project of the citizens and the politicians. Democracy is not simply a question of structures. It is a state of mind. It is an activity. And part of that activity is honesty. After I speak to you today, I'm going on a radio program called ""Any Questions,"" and the thing you will have noticed about politicians on these kinds of radio programs is that they never, ever say that they don't know the answer to a question. It doesn't matter what it is. If you ask about child tax credits, the future of the penguins in the south Antarctic, asked to hold forth on whether or not the developments in Chongqing contribute to sustainable development in carbon capture, and we will have an answer for you. We need to stop that, to stop pretending to be omniscient beings. Politicians also need to learn, occasionally, to say that certain things that voters want, certain things that voters have been promised, may be things that we cannot deliver or perhaps that we feel we should not deliver.And the second thing we should do is understand the genius of our societies. Our societies have never been so educated, have never been so energized, have never been so healthy, have never known so much, cared so much, or wanted to do so much, and it is a genius of the local. One of the reasons why we're moving away from banqueting halls such as the one in which we stand, banqueting halls with extraordinary images on the ceiling of kings enthroned, the entire drama played out here on this space, where the King of England had his head lopped off, why we've moved from spaces like this, thrones like that, towards the town hall, is we're moving more and more towards the energies of our people, and we need to tap that.That can mean different things in different countries. In Britain, it could mean looking to the French, learning from the French, getting directly elected mayors in place in a French commune system. In Afghanistan, it could have meant instead of concentrating on the big presidential and parliamentary elections, we should have done what was in the Afghan constitution from the very beginning, which is to get direct local elections going at a district level and elect people's provincial governors.But for any of these things to work, the honesty in language, the local democracy, it's not just a question of what politicians do. It's a question of what the citizens do. For politicians to be honest, the public needs to allow them to be honest, and the media, which mediates between the politicians and the public, needs to allow those politicians to be honest. If local democracy is to flourish, it is about the active and informed engagement of every citizen.In other words, if democracy is to be rebuilt, is to become again vigorous and vibrant, it is necessary not just for the public to learn to trust their politicians, but for the politicians to learn to trust the public. Thank you very much indeed. (Applause)" +626886,23,"One night in 2002, a friend gave Jorge Drexler the chorus to a song and challenged him to write the rest of it using a complex, poetic form known as the ""D\xe9cima."" In this fascinating talk, Drexler examines the blended nature of identity, weaving together the history of the D\xe9cima with his own quest to write one. He closes the talk with a performance of the resulting song, ""La Milonga del Moro Jud\xedo."" (In Spanish with English subtitles)",1000,TED2017,1492992000,7,Jorge Drexler,"Jorge Drexler: Poetry, music and identity",1,1494427578,"[{'id': 1, 'name': 'Beautiful', 'count': 272}, {'id': 8, 'name': 'Informative', 'count': 117}, {'id': 23, 'name': 'Jaw-dropping', 'count': 28}, {'id': 22, 'name': 'Fascinating', 'count': 138}, {'id': 9, 'name': 'Ingenious', 'count': 54}, {'id': 10, 'name': 'Inspiring', 'count': 130}, {'id': 3, 'name': 'Courageous', 'count': 14}, {'id': 24, 'name': 'Persuasive', 'count': 11}, {'id': 2, 'name': 'Confusing', 'count': 1}, {'id': 25, 'name': 'OK', 'count': 8}, {'id': 7, 'name': 'Funny', 'count': 12}, {'id': 26, 'name': 'Obnoxious', 'count': 3}, {'id': 21, 'name': 'Unconvincing', 'count': 4}, {'id': 11, 'name': 'Longwinded', 'count': 8}]","[{'id': 2186, 'hero': 'https://pe.tedcdn.com/images/ted/2d581c7373812177a05cfb1b07464ae3e80f9c67_2880x1620.jpg', 'speaker': 'Eduardo S\xe1enz de Cabez\xf3n', 'title': 'Math is forever', 'duration': 581, 'slug': 'eduardo_saenz_de_cabezon_math_is_forever', 'viewed_count': 1610319}, {'id': 2684, 'hero': 'https://pe.tedcdn.com/images/ted/5f9c005e712ba7dc695a395350bd7679ef6ae2d4_2880x1620.jpg', 'speaker': ' Rodrigo y Gabriela', 'title': 'An electrifying acoustic guitar performance', 'duration': 257, 'slug': 'rodrigo_y_gabriela_an_electrifying_acoustic_guitar_performance', 'viewed_count': 1138577}, {'id': 2333, 'hero': 'https://pe.tedcdn.com/images/ted/13e6ec8601cf8e0705fa80ffb2c4e4fea204d1e4_2880x1620.jpg', 'speaker': 'Taiye Selasi', 'title': ""Don't ask where I'm from, ask where I'm a local"", 'duration': 991, 'slug': 'taiye_selasi_don_t_ask_where_i_m_from_ask_where_i_m_a_local', 'viewed_count': 2141948}, {'id': 2345, 'hero': 'https://pe.tedcdn.com/images/ted/8a93dd2e23f0b10e2dbb2bb352dfab11a2a083bc_2880x1620.jpg', 'speaker': 'Teitur', 'title': ""Home is a song I've always remembered"", 'duration': 649, 'slug': 'teitur_home_is_a_song_i_ve_always_remembered', 'viewed_count': 1034791}, {'id': 2801, 'hero': 'https://pe.tedcdn.com/images/ted/ee78ab38fb4f23e29fbae7dfd3e89de2082ccaf7_2880x1620.jpg', 'speaker': 'Anne Lamott', 'title': '12 truths I learned from life and writing', 'duration': 955, 'slug': 'anne_lamott_12_truths_i_learned_from_life_and_writing', 'viewed_count': 1890957}, {'id': 2792, 'hero': 'https://pe.tedcdn.com/images/ted/5558298f5b2a0211b3c8de807b632ab2eca3d769_2880x1620.jpg', 'speaker': ' OK Go', 'title': 'How to find a wonderful idea', 'duration': 1055, 'slug': 'ok_go_how_to_find_a_wonderful_idea', 'viewed_count': 1493855}]","Musician, poet","['South America', 'TED en Espa\xf1ol', 'composing', 'creativity', 'culture', 'entertainment', 'guitar', 'history', 'humanity', 'identity', 'language', 'live music', 'music', 'performance', 'poetry', 'world cultures']","Poetry, music and identity","https://www.ted.com/talks/jorge_drexler_poetry_music_and_identity +","I'm going to tell you the story of a song. I was in Madrid one night in 2002 with my teacher and friend Joaqu\xedn Sabina, when he said he had something to give me. He said, ""Jorge, I have some lines that you need to put into a song. Take these down, take these down."" I looked on the table but all I found was a circular coaster, on which I wrote the lines my teacher dictated. They were four lines that went like this:""I am a Jewish Moor living among Christians I don't know who my God is, nor who my brothers are.""Those lines really made an impression on me. I said, ""What beautiful lyrics, Joaqu\xedn. Did you write them?"" He said no, they were by another composer named Chicho S\xe1nchez Ferlosio, who was less known than Joaqu\xedn, but also a great poet. These lines came to me at a time where I had been wanting to express something for a while, but didn't quite know how.I was getting up to leave and go home to write, when Joaqu\xedn stopped me and said, ""Hang on, hang on,"" and presented me with this challenge: ""Write the stanzas for this song in D\xe9cimas."" Now, at this point in my life, I still wasn't completely sure what D\xe9cimas were, but I was too embarrassed to tell my teacher I didn't know. So I put on my best ""Yeah, I totally understand"" face, and went home to look up what D\xe9cimas were. I learned that a D\xe9cima is a type of verse that only exists in Spanish, and that it has 10 lines. It's very, very complex \u2014 perhaps the most complex style of stanza that we have in Spanish. It also has a very concrete date of origin, which is very rare for a style of stanza.The D\xe9cima was invented in Spain in 1591, by a guy named Vicente Espinel, a musician and poet from M\xe1laga. And listen to this coincidence: he was the same guy who added the sixth string to what would later be called the Spanish guitar. This string right here \u2014 it's called the ""bordona.""From Spain, the D\xe9cima, with its 10 lines, crosses over to America, just like the Spanish guitar, but in contrast to the D\xe9cima, the Spanish guitar continues to live today on both sides of the Atlantic. But the D\xe9cima, in Spain, its birthplace, disappeared; it died out. It died out about 200 years ago, and yet in Latin America, from Mexico to Chile, all our countries maintain some form of the D\xe9cima in our popular traditions.In each place, they've given it a different name, and set it to different music. It has a lot of different names \u2014 more than 20 in total on the continent. In Mexico, for example, it's called the ""Son Jarocho,"" ""Canto de mejorana"" in Panama; ""Galer\xf3n"" in Venezuela; ""Payada"" in Uruguay and Argentina; ""Repentismo"" in Cuba. In Peru, they call it the Peruvian D\xe9cima, because the D\xe9cima becomes so integrated into our traditions, that if someone asks, people from each place are completely convinced that the D\xe9cima was invented in their country.(Laughter)It's also got a really surprising feature, which is that despite the fact that it developed independently in each of the different countries, it maintains even today, 400 years after its creation, exactly the same rhyme, syllable and line structure \u2014 the same structure Vicente Espinel gave it during the Spanish Baroque period. Here's the structure \u2014 I'll give you the basic idea and then later you can look online and learn more about it.The D\xe9cima is ten lines long; each line has eight syllables. The first line rhymes with the fourth and the fifth; the second line, with the third; the sixth line, with the seventh and the tenth; and the eighth line rhymes with the ninth. It's a bit complicated, to be honest. And me \u2014 imagine me, trying to write in D\xe9cimas. But it's not as complicated as it seems. Plus, it's amazing that it's survived with the same structure for more than four centuries. It's not that complicated, because it has an impressive musicality to it, a type of musicality that's very hard to describe technically. I prefer that you listen to it. So I'm going to recite a D\xe9cima, one of the D\xe9cimas that I wrote for this song. I'm going to ask that you concentrate just on the musicality of the rhymes. For those of you with headphones on \u2014 I see that some of you are listening to the translation \u2014 please take them off for a minute.(English) Take your headphones off, it you have them.(English) Forget about the meaning of the words for a few seconds,(English) and then you'll put them back.(English) Forget about the structure.(Spanish) Forget about the structure.(English) And just ... it's all about the choreography of sound of the D\xe9cima.(Spanish) A choreography of sound.(Sings in Spanish) ""There is not one death that does not cause me pain, there are no winners, here\u2019s nothing but suffering and another life blown away. War is a terrible school no matter what the disguise, forgive me for not enlisting under any flag, any daydream is worth more than a sad piece of cloth.""That's a D\xe9cima.(English) You can put your headphones back on.(Applause)(English) Thank you.(Applause)I also applaud Vicente Espinel, because here it is 426 years later, and the D\xe9cima lives on everywhere in its original state.I wrote three like that one; you just heard the second. I wrote the first one having only recently learned how, and it has some errors in terms of meter, so it's not presentable in its current state. But the one I sang was good, more or less. So: What was it about? What was the meaning behind those lines?I had just returned from doing a concert in Israel, and I was very emotional over a problem that hits really close to home, which is the Israeli-Palestinian conflict. I'll explain: my dad's family is Jewish, and my mom's family are non-practicing Christians. I was raised in a home where the two traditions lived together more or less in harmony. It wasn't unusual to see my Jewish grandpa dressed as Santa Claus, for example, or to see my non-Jewish grandpa at the synagogue wearing his kippah, at family celebrations, wearing the same expression that I probably had when Sabina told me \u2014(Laughter)that he had some D\xe9cima lines for me. For someone raised in that kind of environment, it's especially painful to see the difficulty the opposing parties have in putting themselves in the other side's shoes even for a moment. So that's what I wrote about.I already had the lyrics, I had the form \u2014 the D\xe9cima \u2014 and the content. I needed to write the music. I'll give you some context. I had only recently moved from Uruguay, where I'm from, to Spain. And I was feeling very raw with nostalgia, like many of you here, who are away from home. And I wanted my song to be very, very Uruguayan, the most Uruguayan type of song there is \u2014 the milonga. So now, I had been studying the D\xe9cima, and after finding out that everyone tried to claim the D\xe9cima as their own, that it was invented in their country, it made me wonder: What does it mean when we say the milonga is Uruguayan?The milonga has a rhythmic pattern that we musicians call 3-3-2.(Counts out the beats) One two three, one two three, one two.And it has a characteristic emphasis.(Sings)But this characteristic rhythm pattern comes from Africa. In the ninth century you could find it in the brothels of Persia, and in the thirteenth, in Spain, from where, five centuries later, it would cross over to America with the African slaves. Meanwhile, in the Balkans, it encounters the Roma scale \u2014(Sings)which in part, gives birth to klezmer music, which Ukrainian Jewish immigrants bring to Brooklyn, New York. They sing it in their banquet halls.(Sings ""Hava Nagila"")And their neighbor, an Argentine kid of Italian origin named Astor Piazzolla, hears it, assimilates it and transforms the tango of the second half of the 20th century with his ...(Counts out the beats) One two three, one two three, one two.(Sings ""Adios Nonino"")He also played it on his bandoneon, a 19th-century German instrument created for churches that couldn't afford to buy organs, and that ends up, incredibly, in R\xedo de la Plata, forming the very essence of the tango and the milonga, in the very same way another instrument just as important as the bandoneon did: the Spanish guitar.(Applause)To which, by the way, Vicente Espinel, in the 16th century, added a sixth string. It's amazing how all these things are coming full circle.What have I learned in these 15 years since the song was born from going all over the world with four lines written on a coaster from a bar in Madrid? That D\xe9cimas, the milonga, songs, people \u2014 the closer you get to them, the more complex their identity becomes, and the more nuances and details appear. I learned that identity is infinitely dense, like an infinite series of real numbers, and that even if you get very close and zoom in, it never ends.Before I sing you a song and say goodbye, allow me to tell you one last story. Not long ago, we were in Mexico after a concert. And since the concert promoters know me, they knew I was a D\xe9cima freak and that everywhere I go I ask about it, insisting on hearing D\xe9cima artists. So they organized a son jarocho show for me at their house. If you recall, the son jarocho is one of the styles of music that uses D\xe9cimas in its verses.When these amazing musicians finished playing what is for me, something amazing, which is the son jarocho, they finished playing and were ... I went up to greet them, really excited, getting ready to thank them for their gift of music, and this young kid says to me \u2014 and he says it with the best of intentions \u2014 he says, ""We're very proud, sir, to be keeping alive the purest origins of our Mexican identity."" And to tell you the truth, I didn't really know what to say.(Laughter)I stood there looking at him. I gave him a hug and left, but ...(Laughter)But he was right, too, though. Right? In reality, the D\xe9cima is its origin, but at the same time, just like in the milonga and in the D\xe9cima, are the roots of many more cultures from all over the place, like he said.Later, when I got back to the hotel, I thought about it for a while. And I thought: things only look pure if you look at them from far away. It's very important to know about our roots, to know where we come from, to understand our history. But at the same time, as important as knowing where we're from, is understanding that deep down, we're all from nowhere and a little bit from everywhere.Thank you very much.(Applause)This is ""The milonga of the Jewish Moor.""(Music)(Sings)For every wall a lament in Jerusalem the goldenand 100 wasted lives for every commandment.I am dust in your wind and although I bleed through your wound,and every beloved stone has my deepest affection,there is not a stone in the world worth more than a human life.I am a Jewish Moor who lives among ChristiansI don't know who my God is, nor who my brothers are.I don't know who my God is, nor who my brothers are.There is not one death that does not cause me pain, there are no winnersthere's nothing but suffering and another life blown away.War is a terrible school no matter what the disguise,forgive me for not enlisting under any flag,any daydream is worth more than a sad piece of cloth.I am a Jewish Moor who lives among ChristiansI don't know who my God is, nor who my brothers are.I don't know who my God is, nor who my brothers are.And nobody has my permission for killing in my name,a man is but a man and if there is a God, this was his wish,the very ground I tread will live on, once I am goneon my way to oblivion, and all doctrines will suffer the same fate,and there is not one nation that has not proclaimed itselfthe chosen people.I am a Jewish Moor who lives among ChristiansI don't know who my God is, nor who my brothers are.I don't know who my God is, nor who my brothers are.I am a Jewish Moor who lives among Christians(Applause)Thank you.(Applause)" +827933,25,"Trauma silences its victims, says creative arts therapist Melissa Walker, but art can help those suffering from the psychological wounds of war begin to open up and heal. In this inspiring talk, Walker describes how mask-making, in particular, allows afflicted servicemen and women reveal what haunts them -- and, finally, start to let it go.",588,TEDMED 2015,1447804800,26,Melissa Walker,Melissa Walker: Art can heal PTSD's invisible wounds,1,1476284942,"[{'id': 1, 'name': 'Beautiful', 'count': 152}, {'id': 3, 'name': 'Courageous', 'count': 60}, {'id': 8, 'name': 'Informative', 'count': 174}, {'id': 11, 'name': 'Longwinded', 'count': 2}, {'id': 26, 'name': 'Obnoxious', 'count': 1}, {'id': 22, 'name': 'Fascinating', 'count': 112}, {'id': 10, 'name': 'Inspiring', 'count': 184}, {'id': 24, 'name': 'Persuasive', 'count': 46}, {'id': 23, 'name': 'Jaw-dropping', 'count': 24}, {'id': 9, 'name': 'Ingenious', 'count': 43}, {'id': 7, 'name': 'Funny', 'count': 6}, {'id': 2, 'name': 'Confusing', 'count': 1}, {'id': 21, 'name': 'Unconvincing', 'count': 5}, {'id': 25, 'name': 'OK', 'count': 7}]","[{'id': 2505, 'hero': 'https://pe.tedcdn.com/images/ted/bfee354f1af4871ca3f8969771aabfcc86608706_2880x1620.jpg', 'speaker': 'Sebastian Junger', 'title': 'Our lonely society makes it hard to come home from war', 'duration': 808, 'slug': 'sebastian_junger_our_lonely_society_makes_it_hard_to_come_home_from_war', 'viewed_count': 768080}, {'id': 968, 'hero': 'https://pe.tedcdn.com/images/ted/202850_800x600.jpg', 'speaker': 'Inge Missmahl', 'title': 'Bringing peace to the minds of Afghanistan', 'duration': 641, 'slug': 'inge_missmahl_brings_peace_to_the_minds_of_afghanistan', 'viewed_count': 343365}, {'id': 2008, 'hero': 'https://pe.tedcdn.com/images/ted/774cc02ff8ca33cc400d461723556487bc9228de_1600x1200.jpg', 'speaker': 'Wes Moore', 'title': 'How to talk to veterans about the war', 'duration': 867, 'slug': 'wes_moore_how_to_talk_to_veterans_about_the_war', 'viewed_count': 936486}, {'id': 2624, 'hero': 'https://pe.tedcdn.com/images/ted/a0f3c161e680dd6ce0c7f4677da892c24d679774_2880x1620.jpg', 'speaker': 'Hector Garcia', 'title': ""We train soldiers for war. Let's train them to come home, too"", 'duration': 631, 'slug': 'hector_garcia_we_train_soldiers_for_war_let_s_train_them_to_come_home_too', 'viewed_count': 990519}, {'id': 2374, 'hero': 'https://pe.tedcdn.com/images/ted/66e122f4205e293e4d3a81a96a857ca401e1c2d9_2880x1620.jpg', 'speaker': 'Jean-Paul Mari', 'title': 'The chilling aftershock of a brush with death', 'duration': 930, 'slug': 'jean_paul_mari_the_chilling_aftershock_of_a_brush_with_death', 'viewed_count': 762046}, {'id': 1494, 'hero': 'https://pe.tedcdn.com/images/ted/6beb5266e411afadb4598468ea211d9126f0782f_2880x1620.jpg', 'speaker': 'Elyn Saks', 'title': 'A tale of mental illness -- from the inside', 'duration': 892, 'slug': 'elyn_saks_seeing_mental_illness', 'viewed_count': 3247887}]",Creative arts therapist,"['PTSD', 'TEDMED', 'art', 'creativity', 'depression', 'humanity', 'illness', 'mental health', 'mind', 'pain', 'violence', 'visualizations', 'war']",Art can heal PTSD's invisible wounds,"https://www.ted.com/talks/melissa_walker_art_can_heal_ptsd_s_invisible_wounds +","You are a high-ranking military service member deployed to Afghanistan. You are responsible for the lives of hundreds of men and women, and your base is under attack. Incoming mortar rounds are exploding all around you. Struggling to see through the dust and the smoke, you do your best to assist the wounded and then crawl to a nearby bunker.Conscious but dazed by the blasts, you lay on your side and attempt to process what has just happened. As you regain your vision, you see a bloody face staring back at you. The image is terrifying, but you quickly come to understand it's not real.This vision continues to visit you multiple times a day and in your sleep. You choose not to tell anyone for fear of losing your job or being seen as weak. You give the vision a name, Bloody Face in Bunker, and call it BFIB for short. You keep BFIB locked away in your mind, secretly haunting you, for the next seven years.Now close your eyes. Can you see BFIB? If you can, you're beginning to see the face of the invisible wounds of war, commonly known as post-traumatic stress disorder and traumatic brain injury.While I can't say I have post-traumatic stress disorder, I've never been a stranger to it.When I was a little girl, I would visit my grandparents every summer. It was my grandfather who introduced me to the effects of combat on the psyche. While my grandfather was serving as a Marine in the Korean War, a bullet pierced his neck and rendered him unable to cry out. He watched as a corpsman passed him over, declaring him a goner, and then leaving him to die.Years later, after his physical wounds had healed and he'd returned home, he rarely spoke of his experiences in waking life. But at night I would hear him shouting obscenities from his room down the hall. And during the day I would announce myself as I entered the room, careful not to startle or agitate him. He lived out the remainder of his days isolated and tight-lipped, never finding a way to express himself, and I didn't yet have the tools to guide him.I wouldn't have a name for my grandfather's condition until I was in my 20s. Seeking a graduate degree in art therapy, I naturally gravitated towards the study of trauma. And while sitting in class learning about post-traumatic stress disorder, or PTSD for short, my mission to help service members who suffered like my grandfather began to take form.We've had various names for post-traumatic stress throughout the history of war: homesickness, soldier's heart, shell shock, thousand-yard stare, for instance. And while I was pursuing my degree, a new war was raging, and thanks to modern body armor and military vehicles, service members were surviving blast injuries they wouldn't have before. But the invisible wounds were reaching new levels, and this pushed military doctors and researchers to try and truly understand the effects that traumatic brain injury, or TBI, and PTSD have on the brain.Due to advances in technology and neuroimaging, we now know there's an actual shutdown in the Broca's, or the speech-language area of the brain, after an individual experiences trauma. This physiological change, or speechless terror as it's often called, coupled with mental health stigma, the fear of being judged or misunderstood, possibly even removed from their current duties, has led to the invisible struggles of our servicemen and women. Generation after generation of veterans have chosen not to talk about their experiences, and suffer in solitude.I had my work cut out for me when I got my first job as an art therapist at the nation's largest military medical center, Walter Reed. After working for a few years on a locked-in patient psychiatric unit, I eventually transferred to the National Intrepid Center of Excellence, NICoE, which leads TBI care for active duty service members. Now, I believed in art therapy, but I was going to have to convince service members, big, tough, strong, manly military men, and some women too, to give art-making as a psychotherapeutic intervention a try.The results have been nothing short of spectacular. Vivid, symbolic artwork is being created by our servicemen and women, and every work of art tells a story. We've observed that the process of art therapy bypasses the speech-language issue with the brain. Art-making accesses the same sensory areas of the brain that encode trauma. Service members can use the art-making to work through their experiences in a nonthreatening way. They can then apply words to their physical creations, reintegrating the left and the right hemispheres of the brain.Now, we've seen this can work with all forms of art \u2014 drawing, painting, collage \u2014 but what seems to have the most impact is mask-making. Finally, these invisible wounds don't just have a name, they have a face.And when service members create these masks, it allows them to come to grips, literally, with their trauma. And it's amazing how often that enables them to break through the trauma and start to heal.Remember BFIB? That was a real experience for one of my patients, and when he created his mask, he was able to let go of that haunting image. Initially, it was a daunting process for the service member, but eventually he began to think of BFIB as the mask, not his internal wound, and he would go to leave each session, he would hand me the mask, and say, ""Melissa, take care of him."" Eventually, we placed BFIB in a box to further contain him, and when the service member went to leave the NICoE, he chose to leave BFIB behind. A year later, he had only seen BFIB twice, and both times BFIB was smiling and the service member didn't feel anxious. Now, whenever that service member is haunted by some traumatic memory, he continues to paint. Every time he paints these disturbing images, he sees them less or not at all.Philosophers have told us for thousands of years that the power to create is very closely linked to the power to destroy. Now science is showing us that the part of the brain that registers a traumatic wound can be the part of the brain where healing happens too. And art therapy is showing us how to make that connection.We asked one of our service members to describe how mask-making impacted his treatment, and this is what he had to say.(Video) Service Member: You sort of just zone out into the mask. You zone out into the drawing, and for me, it just released the block, so I was able to do it. And then when I looked at it after two days, I was like, ""Holy crap, here's the picture, here's the key, here's the puzzle,"" and then from there it just soared. I mean, from there my treatment just when out of sight, because they were like, Kurt, explain this, explain this. And for the first time in 23 years, I could actually talk about stuff openly to, like, anybody. I could talk to you about it right now if I wanted to, because it unlocked it. It's just amazing. And it allowed me to put 23 years of PTSD and TBI stuff together in one place that has never happened before. Sorry.Melissa Walker: Over the past five years, we've had over 1,000 masks made. It's pretty amazing, isn't it?Thank you.(Applause) I wish I could have shared this process with my grandfather, but I know that he would be thrilled that we are finding ways to help today's and tomorrow's service members heal, and finding the resources within them that they can call upon to heal themselves.Thank you.(Applause)" +571009,86,"Tango, waltz, foxtrot ... these classic ballroom dances quietly perpetuate an outdated idea: that the man always leads and the woman always follows. That's an idea worth changing, say Trevor Copp and Jeff Fox, as they demonstrate their ""Liquid Lead"" dance technique along with fellow dancer Alida Esmail. Watch as Copp and Fox captivate and command the stage while boldly deconstructing and transforming the art of ballroom dance.",933,TEDxMontreal,1446854400,16,Trevor Copp and Jeff Fox,Trevor Copp and Jeff Fox: Ballroom dance that breaks gender roles,2,1476457147,"[{'id': 1, 'name': 'Beautiful', 'count': 296}, {'id': 3, 'name': 'Courageous', 'count': 130}, {'id': 10, 'name': 'Inspiring', 'count': 229}, {'id': 8, 'name': 'Informative', 'count': 57}, {'id': 22, 'name': 'Fascinating', 'count': 117}, {'id': 26, 'name': 'Obnoxious', 'count': 13}, {'id': 21, 'name': 'Unconvincing', 'count': 23}, {'id': 25, 'name': 'OK', 'count': 26}, {'id': 24, 'name': 'Persuasive', 'count': 62}, {'id': 2, 'name': 'Confusing', 'count': 12}, {'id': 9, 'name': 'Ingenious', 'count': 60}, {'id': 11, 'name': 'Longwinded', 'count': 5}, {'id': 7, 'name': 'Funny', 'count': 35}, {'id': 23, 'name': 'Jaw-dropping', 'count': 14}]","[{'id': 2147, 'hero': 'https://pe.tedcdn.com/images/ted/3913cb8eb8182189489aa3efc9d917e8b0756b27_2880x1620.jpg', 'speaker': 'Aakash Odedra', 'title': 'A dance in a hurricane of paper, wind and light', 'duration': 590, 'slug': 'aakash_odedra_a_dance_in_a_hurricane_of_paper_wind_and_light', 'viewed_count': 817030}, {'id': 2242, 'hero': 'https://pe.tedcdn.com/images/ted/d8e551a456c32dfd2ba43b2c29135c246e7c5e74_2880x1620.jpg', 'speaker': 'Bill T. Jones', 'title': 'The dancer, the singer, the cellist ... and a moment of creative magic', 'duration': 386, 'slug': 'bill_t_jones_the_dancer_the_singer_the_cellist_and_a_moment_of_creative_magic', 'viewed_count': 1257323}, {'id': 2589, 'hero': 'https://pe.tedcdn.com/images/ted/7e8a2533ffe6a7a79ff0c4e1e166881cc3fddc4e_2880x1620.jpg', 'speaker': 'Camille A. Brown', 'title': 'A visual history of social dance in 25 moves', 'duration': 276, 'slug': 'camille_a_brown_a_visual_history_of_social_dance_in_25_moves', 'viewed_count': 778810}, {'id': 786, 'hero': 'https://pe.tedcdn.com/images/ted/36dc79c22a2fd9590eecefc3d2f82223d53b2cbe_2880x1620.jpg', 'speaker': 'The LXD', 'title': 'In the Internet age, dance evolves ...', 'duration': 1008, 'slug': 'the_lxd_in_the_internet_age_dance_evolves', 'viewed_count': 2797144}, {'id': 1235, 'hero': 'https://pe.tedcdn.com/images/ted/57c5ee2c30e9eb479a9f16ac1b7aaee07b639f39_800x600.jpg', 'speaker': 'Danielle de Niese', 'title': 'A flirtatious aria', 'duration': 355, 'slug': 'danielle_de_niese_a_flirtatious_aria', 'viewed_count': 787115}, {'id': 888, 'hero': 'https://pe.tedcdn.com/images/ted/b37853c0fd67eda06144469b04c534bd4fac2084_1600x1200.jpg', 'speaker': 'Ananda Shankar Jayant', 'title': 'Fighting cancer with dance', 'duration': 967, 'slug': 'ananda_shankar_jayant_fights_cancer_with_a_dance', 'viewed_count': 587650}]",Artistic director,"['TEDx', 'art', 'beauty', 'creativity', 'culture', 'dance', 'entertainment', 'gender', 'identity', 'performance', 'performance art', 'social change', 'society']",Ballroom dance that breaks gender roles,"https://www.ted.com/talks/trevor_copp_jeff_fox_ballroom_dance_that_breaks_gender_roles +","(Music)(Applause)Trevor Copp: When ""Dancing With the Stars"" first hit the airwaves, that is not what it looked like.(Laughter)Jeff and I were full-time ballroom dance instructors when the big TV ballroom revival hit, and this was incredible. I mean, one day we would say ""foxtrot,"" and people were like ""Foxes trotting.""(Laughter)And the next day they were telling us the finer points of a good feather step. And this blew our minds. I mean, all of the ballroom dance geeking out that we had always done on why salsa worked differently than the competitive rumba and why tango traveled unlike the waltz, all of that just hit the public consciousness, and it changed everything.But running parallel to this excitement, the excitement that suddenly, somehow, we were cool \u2014(Laughter)there was also this reservation. Why this and why now?Jeff Fox: When Trevor and I would get together for training seminars or just for fun, we'd toss each other around, mix it up, take a break from having to lead all the time. We even came up with a system for switching lead and follow while we were dancing, as a way of taking turns and playing fair. It wasn't until we used that system as part of a performance in a small festival that we got an important tap on the shoulder. Lisa O'Connell, a dramaturge and director of a playwright center, pulled us aside after the show and said, ""Do you have any idea how political that was?""(Laughter)So that began an eight-year collaboration to create a play which not only further developed our system for switching but also explored the impact of being locked into a single role, and what's worse, being defined by that single role.TC: Because, of course, classic Latin and ballroom dancing isn't just a system of dancing; it's a way of thinking, of being, of relating to each other that captured a whole period's values. There's one thing that stayed consistent, though: the man leads and the woman follows. So street salsa, championship tango, it's all the same \u2014 he leads, she follows.So this was gender training. You weren't just learning to dance \u2014 you were learning to ""man"" and to ""woman."" It's a relic. And in the way of relics, you don't throw it out, but you need to know that this is the past. This isn't the present. It's like Shakespeare: respect it, revive it \u2014 great! But know that this is history. This doesn't represent how we think today.So we asked ourselves: If you strip it all down, what is at the core of partner dancing?JF: Well, the core principle of partner dancing is that one person leads, the other one follows. The machine works the same, regardless of who's playing which role. The physics of movement doesn't really give a crap about your gender.(Laughter)So if we were to update the existing form, we would need to make it more representative of how we interact here, now, in 2015. When you watch ballroom, don't just watch what's there. Watch what's not. The couple is always only a man and a woman. Together. Only. Ever. So, same-sex and gender nonconformist couples just disappear. In most mainstream international ballroom competitions, same-sex couples are rarely recognized on the floor, and in many cases, the rules prohibit them completely.TC: Try this: Google-image, ""professional Latin dancer,"" and then look for an actual Latino person.(Laughter)You'll be there for days. What you will get is page after page of white, straight Russian couples spray-tanned to the point of mahogany.(Laughter)There are no black people, there are no Asians, no mixed-race couples, so basically, non-white people just disappeared.Even within the white-straight- couple-only paradigm \u2014 she can't be taller, he can't be shorter. She can't be bolder, he can't be gentler.If you were to take a ballroom dance and translate that into a conversation and drop that into a movie, we, as a culture, would never stand for this. He dictates, she reacts. No relationship \u2014 gay, straight or anything \u2014 that we would regard as remotely healthy or functional looks like that, and yet somehow, you put it on prime time, you slap some makeup on it, throw the glitter on, put it out there as movement, not as text, and we, as a culture, tune in and clap. We are applauding our own absence. Too many people have disappeared from partner dancing.(Music)(Applause)JF: Now, you just saw two men dancing together.(Laughter)And you thought it looked ... a little strange. Interesting \u2014 appealing, even \u2014 but a little bit odd. Even avid followers of the same-sex ballroom circuit can attest that while same-sex partner dancing can be dynamic and strong and exciting, it just doesn't quite seem to fit. Aesthetically speaking, if Alida and I take the classic closed ballroom hold ... this is considered beautiful.(Laughter)But why not this?(Laughter)See, the standard image that the leader must be larger and masculine and the follower smaller and feminine \u2014 this is a stumbling point.TC: So we wanted to look at this from a totally different angle. So, what if we could keep the idea of lead and follow but toss the idea that this was connected to gender? Further, what if a couple could lead and follow each other and then switch? And then switch back? What if it could be like a conversation, taking turns listening and speaking, just like we do in life? What if we could dance like that? We call it ""Liquid Lead Dancing.""JF: Let's try this with a Latin dance, salsa. In salsa, there's a key transitional step, called the cross-body lead. We use it as punctuation to break up the improvisation. It can be a little tricky to spot if you're not used to looking for it, so here it is. One more time for the cheap seats.(Laughter)And here's the action one more time, nice and slow. Now, if we apply liquid-lead thinking to this transitional step, the cross-body lead becomes a point where the lead and the follow can switch. The person following can elect to take over the lead, or the person leading can choose to surrender it, essentially making it a counter-cross-body lead. Here's how that looks in slow motion. And here's how it looked when we danced it in the opening dance.With this simple tweak, the dance moves from being a dictation to a negotiation. Anyone can lead. Anyone can follow. And more importantly, you can change your mind. Now, this is only one example of how this applies, but once the blinkers come off, anything can happen.TC: Let's look at how Liquid Lead thinking could apply to a classic waltz. Because, of course, it isn't just a system of switching leads; it's a way of thinking that can actually make the dance itself more efficient.So: the waltz. The waltz is a turning dance. This means that for the lead, you spend half of the dance traveling backwards, completely blind. And because of the follower's position, basically, no one can see where they're going.(Laughter)So you're out here on the floor, and then imagine that coming right at you.JF: Raaaaaah!(Laughter)TC: There are actually a lot of accidents out there that happen as a result of this blind spot. But what if the partners were to just allow for a switch of posture for a moment? A lot of accidents could be avoided. Even if one person led the whole dance but allowed this switch to happen, it would be a lot safer, while at the same time, offering new aesthetics into the waltz. Because physics doesn't give a damn about your gender.(Laughter)JF: Now, we've danced Liquid Lead in clubs, convention centers and as part of ""First Dance,"" the play we created with Lisa, on stages in North America and in Europe. And it never fails to engage. I mean, beyond the unusual sight of seeing two men dancing together, it always evokes and engages. But why?The secret lies in what made Lisa see our initial demonstration as ""political."" It wasn't just that we were switching lead and follow; it's that we stayed consistent in our presence, our personality and our power, regardless of which role we were playing. We were still us.And that's where the true freedom lies \u2014 not just the freedom to switch roles, but the freedom from being defined by whichever role you're playing, the freedom to always remain true to yourself. Forget what a lead is supposed to look like, or a follow. Be a masculine follow or a feminine lead. Just be yourself. Obviously, this applies off the dance floor as well, but on the floor, it gives us the perfect opportunity to update an old paradigm, reinvigorate an old relic, and make it more representative of our era and our current way of being.TC: Jeff and I dance partner dancing all the time with women and men and we love it. But we dance with a consciousness that this is a historic form that can produce silence and produce invisibility across the spectrum of identity that we enjoy today. We invented Liquid Lead as a way of stripping out all the ideas that don't belong to us and taking partner dancing back to what it really always was: the fine art of taking care of each other.(Music)(Applause)" +1575699,102,Inventor Dean Kamen previews the prosthetic arm he\u2019s developing at the request of the US Department of Defense. His quiet commitment to using technology to solve problems -- while honoring the human spirit -- has never been more clear.,310,TED2007,1173398400,32,Dean Kamen,"Dean Kamen: Luke, a new prosthetic arm for soldiers",1,1188280800,"[{'id': 9, 'name': 'Ingenious', 'count': 942}, {'id': 10, 'name': 'Inspiring', 'count': 1075}, {'id': 8, 'name': 'Informative', 'count': 310}, {'id': 22, 'name': 'Fascinating', 'count': 688}, {'id': 11, 'name': 'Longwinded', 'count': 28}, {'id': 1, 'name': 'Beautiful', 'count': 265}, {'id': 21, 'name': 'Unconvincing', 'count': 25}, {'id': 3, 'name': 'Courageous', 'count': 348}, {'id': 2, 'name': 'Confusing', 'count': 24}, {'id': 7, 'name': 'Funny', 'count': 26}, {'id': 23, 'name': 'Jaw-dropping', 'count': 2080}, {'id': 24, 'name': 'Persuasive', 'count': 87}, {'id': 25, 'name': 'OK', 'count': 65}, {'id': 26, 'name': 'Obnoxious', 'count': 25}]","[{'id': 142, 'hero': 'https://pe.tedcdn.com/images/ted/bd6a41c08b773bcca10fe0b1a78176457dd10081_2880x1620.jpg', 'speaker': 'Alan Russell', 'title': 'The potential of regenerative medicine', 'duration': 1165, 'slug': 'alan_russell_on_regenerating_our_bodies', 'viewed_count': 1427724}, {'id': 195, 'hero': 'https://pe.tedcdn.com/images/ted/197_480x360.jpg', 'speaker': 'Robert Full', 'title': 'The sticky wonder of gecko feet', 'duration': 1164, 'slug': 'robert_full_on_animal_movement', 'viewed_count': 707524}, {'id': 171, 'hero': 'https://pe.tedcdn.com/images/ted/16307_480x360.jpg', 'speaker': 'Deborah Scranton', 'title': 'An Iraq war movie crowd-sourced from soldiers', 'duration': 1056, 'slug': 'deborah_scranton_on_her_war_tapes', 'viewed_count': 507997}, {'id': 819, 'hero': 'https://pe.tedcdn.com/images/ted/161856_800x600.jpg', 'speaker': 'Dean Kamen', 'title': 'The emotion behind invention', 'duration': 1172, 'slug': 'dean_kamen_the_emotion_behind_invention', 'viewed_count': 523420}, {'id': 1251, 'hero': 'https://pe.tedcdn.com/images/ted/bc19fd6b99a64515a4ae0528e2080a72241ede6e_800x600.jpg', 'speaker': 'Todd Kuiken', 'title': 'A prosthetic arm that ""feels""', 'duration': 1131, 'slug': 'todd_kuiken_a_prosthetic_arm_that_feels', 'viewed_count': 841467}, {'id': 1148, 'hero': 'https://pe.tedcdn.com/images/ted/3b9ae36bd99e063d7bde35303636e6e75bcdd776_800x600.jpg', 'speaker': 'Elliot Krane', 'title': 'The mystery of chronic pain', 'duration': 494, 'slug': 'elliot_krane_the_mystery_of_chronic_pain', 'viewed_count': 1778600}]",Inventor,"['culture', 'demo', 'global issues', 'health care', 'invention', 'peace', 'prosthetics', 'science', 'technology', 'war']","Luke, a new prosthetic arm for soldiers","https://www.ted.com/talks/dean_kamen_previews_a_new_prosthetic_arm +","I got a visit almost exactly a year ago, a little over a year ago, from a very senior person at the Department of Defense. Came to see me and said, ""1,600 of the kids that we've sent out have come back missing at least one full arm. Whole arm. Shoulder disarticulation. And we're doing the same thing we did for \u2014 more or less, that we've done since the Civil War, a stick and a hook. And they deserve more than that."" And literally, this guy sat in my office in New Hampshire and said, ""I want you to give me something that we can put on these kids that'll pick up a raisin or a grape off a table, they'll be able to put it in their mouth without destroying either one, and they'll be able to know the difference without looking at it."" You know, had efferent, afferent, and haptic response.He finishes explaining that, and I'm waiting for the big 300 pound paper proposal, and he said, ""That's what I want from you."" I said, ""Look, you're nuts. That technology's just not available right now. And it can't be done. Not in an envelope of a human arm, with 21 degrees of freedom, from your shoulder to your fingertips."" He said, ""About two dozen of these 1,600 kids have come back bilateral. You think it's bad to lose one arm? That's an inconvenience compared to having both of them gone."" I got a day job, and my nights and weekends are already filled up with things like, let's supply water to the world, and power to the world, and educate all the kids, which, Chris, I will not talk about. I don't need another mission.I keep thinking about these kids with no arms. He says to me, ""We've done some work around the country. We've got some pretty amazing neurology and other people."" I said, ""I'll take a field trip, I'll go see what you got."" Over the next month I visited lots of places, some out here, around the country, found the best of the best. I went down to Washington. I saw these guys, and said, ""I did what you asked me. I looked at what's out there. I still think you're nuts. But not as nuts as I thought.""I put a team together, a little over 13 months ago, got up to 20 some-odd people. We said, we're going to build a device that does what he wants. We have 14 out of the 21 degrees of freedom; you don't need the ones in the last two fingers. We put this thing together. A couple of weeks ago we took it down to Walter Reed, which is unfortunately more in the news these days. We showed it to a bunch of guys. One guy who described himself as being lucky, because he lost his left arm, and he's a righty. He sat at a table with seven or eight of these other guys. Said he was lucky, because he had his good arm, and then he pushed himself back from the table. He had no legs. These kids have attitudes that you just can't believe.So I'm going to show you now, without the skin on it, a 30-second piece, and then I'm done. But understand what you're looking at we made small enough to fit on a 50th percentile female, so that we could put it in any of these people. It's going to go inside something that we use in CAT scans and MRIs of whatever is their good arm, to make silicon rubber, then coat it, and paint it in 3D \u2014 exact mirror image of their other limb. So, you won't see all the really cool stuff that's in this series elastic set of 14 actuators, each one which has its own capability to sense temperature and pressure. It also has a pneumatic cuff that holds it on, so the more they put themselves under load, the more it attaches. They take the load off, and it becomes, again, compliant. I'm going to show you a guy doing a couple of simple things with this that we demonstrated in Washington. Can we look at this thing?Watch the fingers grab. The thumb comes up. Wrist. This weighs 6.9 pounds. Going to scratch his nose. It's got 14 active degrees of freedom. Now he's going to pick up a pen with his opposed thumb and index finger. Now he's going to put that down, pick up a piece of paper, rotate all the degrees of freedom in his hand and wrist, and read it. (Applause)" +1147609,229,Julian Treasure says our increasingly noisy world is gnawing away at our mental health -- even costing lives. He lays out an 8-step plan to soften this sonic assault (starting with those cheap earbuds) and restore our relationship with sound.,434,TEDGlobal 2010,1278633600,35,Julian Treasure,Julian Treasure: Shh! Sound health in 8 steps,1,1285250100,"[{'id': 21, 'name': 'Unconvincing', 'count': 204}, {'id': 26, 'name': 'Obnoxious', 'count': 28}, {'id': 22, 'name': 'Fascinating', 'count': 262}, {'id': 24, 'name': 'Persuasive', 'count': 374}, {'id': 10, 'name': 'Inspiring', 'count': 363}, {'id': 3, 'name': 'Courageous', 'count': 37}, {'id': 8, 'name': 'Informative', 'count': 688}, {'id': 25, 'name': 'OK', 'count': 191}, {'id': 1, 'name': 'Beautiful', 'count': 127}, {'id': 23, 'name': 'Jaw-dropping', 'count': 24}, {'id': 2, 'name': 'Confusing', 'count': 21}, {'id': 11, 'name': 'Longwinded', 'count': 14}, {'id': 9, 'name': 'Ingenious', 'count': 49}, {'id': 7, 'name': 'Funny', 'count': 26}]","[{'id': 660, 'hero': 'https://pe.tedcdn.com/images/ted/123026_800x600.jpg', 'speaker': 'Julian Treasure', 'title': 'The 4 ways sound affects us', 'duration': 346, 'slug': 'julian_treasure_the_4_ways_sound_affects_us', 'viewed_count': 1557806}, {'id': 1200, 'hero': 'https://pe.tedcdn.com/images/ted/4415eb5dc26a83bbd642577015adbe86f4fe5837_800x600.jpg', 'speaker': 'Julian Treasure', 'title': '5 ways to listen better', 'duration': 470, 'slug': 'julian_treasure_5_ways_to_listen_better', 'viewed_count': 5402178}, {'id': 2610, 'hero': 'https://pe.tedcdn.com/images/ted/40a1f746b855e335549ba49bc6ec697f5a0c1519_2880x1620.jpg', 'speaker': 'Tasos Frantzolas', 'title': 'Everything you hear on film is a lie', 'duration': 993, 'slug': 'tasos_frantzolas_everything_you_hear_on_film_is_a_lie', 'viewed_count': 1236358}, {'id': 103, 'hero': 'https://pe.tedcdn.com/images/ted/1d7e013f1870ec08fce3c48348881a9eac074ab6_1600x1200.jpg', 'speaker': 'Evelyn Glennie', 'title': 'How to truly listen', 'duration': 1929, 'slug': 'evelyn_glennie_shows_how_to_listen', 'viewed_count': 4165629}, {'id': 1564, 'hero': 'https://pe.tedcdn.com/images/ted/c3583f5782aec62c5f42ef1df0c768f18cd05802_1600x1200.jpg', 'speaker': 'Julian Treasure', 'title': 'Why architects need to use their ears', 'duration': 591, 'slug': 'julian_treasure_why_architects_need_to_use_their_ears', 'viewed_count': 1225388}, {'id': 2357, 'hero': 'https://pe.tedcdn.com/images/ted/2f0d8f23511830353514f7bb7a31c0dbd8a70dd1_2880x1620.jpg', 'speaker': 'Christine Sun Kim', 'title': 'The enchanting music of sign language', 'duration': 917, 'slug': 'christine_sun_kim_the_enchanting_music_of_sign_language', 'viewed_count': 1242865}]",Sound consultant,"['Senses', 'design', 'music', 'nature', 'psychology', 'science', 'sound']",Shh! Sound health in 8 steps,"https://www.ted.com/talks/julian_treasure_shh_sound_health_in_8_steps +","The Hindus say, ""Nada brahma,"" one translation of which is, ""The world is sound."" And in a way, that's true, because everything is vibrating. In fact, all of you as you sit here right now are vibrating. Every part of your body is vibrating at different frequencies. So you are, in fact, a chord \u2014 each of you an individual chord. One definition of health may be that that chord is in complete harmony. Your ears can't hear that chord; they can actually hear amazing things. Your ears can hear 10 octaves. Incidentally, we see just one octave. Your ears are always on \u2014 you have no ear lids. They work even when you sleep. The smallest sound you can perceive moves your eardrum just four atomic diameters. The loudest sound you can hear is a trillion times more powerful than that.Ears are made not for hearing, but for listening. Listening is an active skill, whereas hearing is passive, listening is something that we have to work at \u2014 it's a relationship with sound. And yet it's a skill that none of us are taught. For example, have you ever considered that there are listening positions, places you can listen from? Here are two of them. Reductive listening is listening ""for."" It reduces everything down to what's relevant and it discards everything that's not relevant. Men typically listen reductively. So he's saying, ""I've got this problem."" He's saying, ""Here's your solution. Thanks very much. Next."" That's the way we talk, right guys?Expansive listening, on the other hand, is listening ""with,"" not listening ""for."" It's got no destination in mind \u2014 it's just enjoying the journey. Women typically listen expansively. If you look at these two, eye contact, facing each other, possibly both talking at the same time. (Laughter) Men, if you get nothing else out of this talk, practice expansive listening, and you can transform your relationships.The trouble with listening is that so much of what we hear is noise, surrounding us all the time. Noise like this, according to the European Union, is reducing the health and the quality of life of 25 percent of the population of Europe. Two percent of the population of Europe \u2014 that's 16 million people \u2014 are having their sleep devastated by noise like that. Noise kills 200,000 people a year in Europe. It's a really big problem.Now, when you were little, if you had noise and you didn't want to hear it, you'd stick your fingers in your ears and hum. These days, you can do a similar thing, it just looks a bit cooler. It looks a bit like this. The trouble with widespread headphone use is it brings three really big health issues. The first really big health issue is a word that Murray Schafer coined: ""schizophonia."" It's a dislocation between what you see and what you hear. So, we're inviting into our lives the voices of people who are not present with us. I think there's something deeply unhealthy about living all the time in schizophonia.The second problem that comes with headphone abuse is compression. We squash music to fit it into our pocket and there is a cost attached to this. Listen to this \u2014 this is an uncompressed piece of music. (Music) And now the same piece of music with 98 percent of the data removed. (Music) I do hope that some of you at least can hear the difference between those two. There is a cost of compression. It makes you tired and irritable to have to make up all of that data. You're having to imagine it. It's not good for you in the long run.The third problem with headphones is this: deafness \u2014 noise-induced hearing disorder. Ten million Americans already have this for one reason or another, but really worryingly, 16 percent \u2014 roughly one in six \u2014 of American teenagers suffer from noise-induced hearing disorder as a result of headphone abuse. One study at an American university found that 61 percent of college freshmen had damaged hearing as a result of headphone abuse. We may be raising an entire generation of deaf people. Now that's a really serious problem.I'll give you three quick tips to protect your ears and pass these on to your children, please. Professional hearing protectors are great; I use some all the time. If you're going to use headphones, buy the best ones you can afford because quality means you don't have to have it so loud. If you can't hear somebody talking to you in a loud voice, it's too loud. And thirdly, if you're in bad sound, it's fine to put your fingers in your ears or just move away from it. Protect your ears in that way.Let's move away from bad sound and look at some friends that I urge you to seek out. WWB: Wind, water, birds \u2014 stochastic natural sounds composed of lots of individual random events, all of it very healthy, all of it sound that we evolved to over the years. Seek those sounds out; they're good for you and so it this. Silence is beautiful. The Elizabethans described language as decorated silence. I urge you to move away from silence with intention and to design soundscapes just like works of art. Have a foreground, a background, all in beautiful proportion. It's fun to get into designing with sound. If you can't do it yourself, get a professional to do it for you. Sound design is the future, and I think it's the way we're going to change the way the world sounds.I'm going to just run quickly through eight modalities, eight ways sound can improve health. First, ultrasound: we're very familiar with it from physical therapy; it's also now being used to treat cancer. Lithotripsy \u2014 saving thousands of people a year from the scalpel by pulverizing stones with high-intensity sound. Sound healing is a wonderful modality. It's been around for thousands of years. I do urge you to explore this. There are great things being done there, treating now autism, dementia and other conditions. And music, of course. Just listening to music is good for you, if it's music that's made with good intention, made with love, generally. Devotional music, good \u2014 Mozart, good. There are all sorts of types of music that are very healthy.And four modalities where you need to take some action and get involved. First of all, listen consciously. I hope that that after this talk you'll be doing that. It's a whole new dimension to your life and it's wonderful to have that dimension. Secondly, get in touch with making some sound \u2014 create sound. The voice is the instrument we all play, and yet how many of us are trained in using our voice? Get trained; learn to sing, learn to play an instrument. Musicians have bigger brains \u2014 it's true. You can do this in groups as well. It's a fantastic antidote to schizophonia; to make music and sound in a group of people, whichever style you enjoy particularly. And let's take a stewarding role for the sound around us. Protect your ears? Yes, absolutely. Design soundscapes to be beautiful around you at home and at work. And let's start to speak up when people are assailing us with the noise that I played you early on.So I'm going to leave you with seven things you can do right now to improve your health with sound. My vision is of a world that sounds beautiful and if we all start doing these things, we will take a very big step in that direction. So I urge you to take that path.I'm leaving you with a little more birdsong, which is very good for you. I wish you sound health.(Applause)" +1064574,189,"Cynthia Breazeal wonders: Why can we use robots on Mars, but not in our living rooms? The key, she says, is in training robots to interact with people. Now she dreams up and builds robots that teach, learn -- and play. Watch for amazing demo footage of a new interactive game for kids.",844,TEDWomen 2010,1291766400,27,Cynthia Breazeal,Cynthia Breazeal: The rise of personal robots,1,1297180140,"[{'id': 24, 'name': 'Persuasive', 'count': 115}, {'id': 8, 'name': 'Informative', 'count': 264}, {'id': 10, 'name': 'Inspiring', 'count': 287}, {'id': 22, 'name': 'Fascinating', 'count': 366}, {'id': 1, 'name': 'Beautiful', 'count': 51}, {'id': 21, 'name': 'Unconvincing', 'count': 112}, {'id': 25, 'name': 'OK', 'count': 123}, {'id': 11, 'name': 'Longwinded', 'count': 53}, {'id': 23, 'name': 'Jaw-dropping', 'count': 73}, {'id': 9, 'name': 'Ingenious', 'count': 196}, {'id': 26, 'name': 'Obnoxious', 'count': 35}, {'id': 2, 'name': 'Confusing', 'count': 14}, {'id': 7, 'name': 'Funny', 'count': 48}, {'id': 3, 'name': 'Courageous', 'count': 18}]","[{'id': 355, 'hero': 'https://pe.tedcdn.com/images/ted/6e961b846dce5acc40f38bbb3bd89f17fe6613dd_1200x900.jpg', 'speaker': 'Rodney Brooks', 'title': 'Robots will invade our lives', 'duration': 1127, 'slug': 'rodney_brooks_on_robots', 'viewed_count': 602033}, {'id': 657, 'hero': 'https://pe.tedcdn.com/images/ted/122437_800x600.jpg', 'speaker': 'David Hanson', 'title': 'Robots that ""show emotion""', 'duration': 297, 'slug': 'david_hanson_robots_that_relate_to_you', 'viewed_count': 906264}, {'id': 1058, 'hero': 'https://pe.tedcdn.com/images/ted/2f8bd657fb5e99e575ec030ddd925a8a782724e5_800x600.jpg', 'speaker': 'Heather Knight', 'title': 'Silicon-based comedy', 'duration': 364, 'slug': 'heather_knight_silicon_based_comedy', 'viewed_count': 757335}, {'id': 2825, 'hero': 'https://pe.tedcdn.com/images/ted/0cab5e995cfea069cbc5fc24f04d69ab951eefce_2880x1620.jpg', 'speaker': 'Marc Raibert', 'title': 'Meet Spot, the robot dog that can run, hop and open doors', 'duration': 873, 'slug': 'marc_raibert_meet_spot_the_robot_dog_that_can_run_hop_and_open_doors', 'viewed_count': 1474828}, {'id': 1376, 'hero': 'https://pe.tedcdn.com/images/ted/8aa84e7e5d405e75f19fc51bf6f9918312fff4e5_800x600.jpg', 'speaker': 'Vijay Kumar', 'title': 'Robots that fly ... and cooperate', 'duration': 1006, 'slug': 'vijay_kumar_robots_that_fly_and_cooperate', 'viewed_count': 4234300}, {'id': 1459, 'hero': 'https://pe.tedcdn.com/images/ted/a710062b9b3f44fbc3ad37ab4b8e78a70ee54231_800x600.jpg', 'speaker': 'Ken Goldberg', 'title': '4 lessons from robots about being human', 'duration': 1029, 'slug': 'ken_goldberg_4_lessons_from_robots_about_being_human', 'viewed_count': 359380}]",Roboticist ,"['AI', 'body language', 'business', 'communication', 'design', 'entertainment', 'robots', 'technology']",The rise of personal robots,"https://www.ted.com/talks/cynthia_breazeal_the_rise_of_personal_robots +","Ever since I was a little girl seeing ""Star Wars"" for the first time, I've been fascinated by this idea of personal robots. And as a little girl, I loved the idea of a robot that interacted with us much more like a helpful, trusted sidekick \u2014 something that would delight us, enrich our lives and help us save a galaxy or two. I knew robots like that didn't really exist, but I knew I wanted to build them.So 20 years pass \u2014 I am now a graduate student at MIT studying artificial intelligence, the year is 1997, and NASA has just landed the first robot on Mars. But robots are still not in our home, ironically. And I remember thinking about all the reasons why that was the case. But one really struck me. Robotics had really been about interacting with things, not with people \u2014 certainly not in a social way that would be natural for us and would really help people accept robots into our daily lives. For me, that was the white space; that's what robots could not do yet. And so that year, I started to build this robot, Kismet, the world's first social robot. Three years later \u2014 a lot of programming, working with other graduate students in the lab \u2014 Kismet was ready to start interacting with people.(Video) Scientist: I want to show you something.Kismet: (Nonsense)Scientist: This is a watch that my girlfriend gave me.Kismet: (Nonsense)Scientist: Yeah, look, it's got a little blue light in it too. I almost lost it this week.Cynthia Breazeal: So Kismet interacted with people like kind of a non-verbal child or pre-verbal child, which I assume was fitting because it was really the first of its kind. It didn't speak language, but it didn't matter. This little robot was somehow able to tap into something deeply social within us \u2014 and with that, the promise of an entirely new way we could interact with robots.So over the past several years I've been continuing to explore this interpersonal dimension of robots, now at the media lab with my own team of incredibly talented students. And one of my favorite robots is Leonardo. We developed Leonardo in collaboration with Stan Winston Studio. And so I want to show you a special moment for me of Leo. This is Matt Berlin interacting with Leo, introducing Leo to a new object. And because it's new, Leo doesn't really know what to make of it. But sort of like us, he can actually learn about it from watching Matt's reaction.(Video) Matt Berlin: Hello, Leo. Leo, this is Cookie Monster. Can you find Cookie Monster? Leo, Cookie Monster is very bad. He's very bad, Leo. Cookie Monster is very, very bad. He's a scary monster. He wants to get your cookies.(Laughter)CB: All right, so Leo and Cookie might have gotten off to a little bit of a rough start, but they get along great now.So what I've learned through building these systems is that robots are actually a really intriguing social technology, where it's actually their ability to push our social buttons and to interact with us like a partner that is a core part of their functionality. And with that shift in thinking, we can now start to imagine new questions, new possibilities for robots that we might not have thought about otherwise. But what do I mean when I say ""push our social buttons?"" Well, one of the things that we've learned is that, if we design these robots to communicate with us using the same body language, the same sort of non-verbal cues that people use \u2014 like Nexi, our humanoid robot, is doing here \u2014 what we find is that people respond to robots a lot like they respond to people. People use these cues to determine things like how persuasive someone is, how likable, how engaging, how trustworthy. It turns out it's the same for robots.It's turning out now that robots are actually becoming a really interesting new scientific tool to understand human behavior. To answer questions like, how is it that, from a brief encounter, we're able to make an estimate of how trustworthy another person is? Mimicry's believed to play a role, but how? Is it the mimicking of particular gestures that matters? It turns out it's really hard to learn this or understand this from watching people because when we interact we do all of these cues automatically. We can't carefully control them because they're subconscious for us. But with the robot, you can.And so in this video here \u2014 this is a video taken from David DeSteno's lab at Northeastern University. He's a psychologist we've been collaborating with. There's actually a scientist carefully controlling Nexi's cues to be able to study this question. And the bottom line is \u2014 the reason why this works is because it turns out people just behave like people even when interacting with a robot. So given that key insight, we can now start to imagine new kinds of applications for robots. For instance, if robots do respond to our non-verbal cues, maybe they would be a cool, new communication technology. So imagine this: What about a robot accessory for your cellphone? You call your friend, she puts her handset in a robot, and, bam! You're a MeBot \u2014 you can make eye contact, you can talk with your friends, you can move around, you can gesture \u2014 maybe the next best thing to really being there, or is it?To explore this question, my student, Siggy Adalgeirsson, did a study where we brought human participants, people, into our lab to do a collaborative task with a remote collaborator. The task involved things like looking at a set of objects on the table, discussing them in terms of their importance and relevance to performing a certain task \u2014 this ended up being a survival task \u2014 and then rating them in terms of how valuable and important they thought they were. The remote collaborator was an experimenter from our group who used one of three different technologies to interact with the participants. The first was just the screen. This is just like video conferencing today. The next was to add mobility \u2014 so, have the screen on a mobile base. This is like, if you're familiar with any of the telepresence robots today \u2014 this is mirroring that situation. And then the fully expressive MeBot.So after the interaction, we asked people to rate their quality of interaction with the technology, with a remote collaborator through this technology, in a number of different ways. We looked at psychological involvement \u2014 how much empathy did you feel for the other person? We looked at overall engagement. We looked at their desire to cooperate. And this is what we see when they use just the screen. It turns out, when you add mobility \u2014 the ability to roll around the table \u2014 you get a little more of a boost. And you get even more of a boost when you add the full expression. So it seems like this physical, social embodiment actually really makes a difference.Now let's try to put this into a little bit of context. Today we know that families are living further and further apart, and that definitely takes a toll on family relationships and family bonds over distance. For me, I have three young boys, and I want them to have a really good relationship with their grandparents. But my parents live thousands of miles away, so they just don't get to see each other that often. We try Skype, we try phone calls, but my boys are little \u2014 they don't really want to talk; they want to play. So I love the idea of thinking about robots as a new kind of distance-play technology. I imagine a time not too far from now \u2014 my mom can go to her computer, open up a browser and jack into a little robot. And as grandma-bot, she can now play, really play, with my sons, with her grandsons, in the real world with his real toys. I could imagine grandmothers being able to do social-plays with their granddaughters, with their friends, and to be able to share all kinds of other activities around the house, like sharing a bedtime story. And through this technology, being able to be an active participant in their grandchildren's lives in a way that's not possible today.Let's think about some other domains, like maybe health. So in the United States today, over 65 percent of people are either overweight or obese, and now it's a big problem with our children as well. And we know that as you get older in life, if you're obese when you're younger, that can lead to chronic diseases that not only reduce your quality of life, but are a tremendous economic burden on our health care system. But if robots can be engaging, if we like to cooperate with robots, if robots are persuasive, maybe a robot can help you maintain a diet and exercise program, maybe they can help you manage your weight. Sort of like a digital Jiminy \u2014 as in the well-known fairy tale \u2014 a kind of friendly, supportive presence that's always there to be able to help you make the right decision in the right way at the right time to help you form healthy habits. So we actually explored this idea in our lab.This is a robot, Autom. Cory Kidd developed this robot for his doctoral work. And it was designed to be a robot diet-and-exercise coach. It had a couple of simple non-verbal skills it could do. It could make eye contact with you. It could share information looking down at a screen. You'd use a screen interface to enter information, like how many calories you ate that day, how much exercise you got. And then it could help track that for you. And the robot spoke with a synthetic voice to engage you in a coaching dialogue modeled after trainers and patients and so forth. And it would build a working alliance with you through that dialogue. It could help you set goals and track your progress, and it would help motivate you.So an interesting question is, does the social embodiment really matter? Does it matter that it's a robot? Is it really just the quality of advice and information that matters? To explore that question, we did a study in the Boston area where we put one of three interventions in people's homes for a period of several weeks. One case was the robot you saw there, Autom. Another was a computer that ran the same touch-screen interface, ran exactly the same dialogues. The quality of advice was identical. And the third was just a pen and paper log, because that's the standard intervention you typically get when you start a diet-and-exercise program.So one of the things we really wanted to look at was not how much weight people lost, but really how long they interacted with the robot. Because the challenge is not losing weight, it's actually keeping it off. And the longer you could interact with one of these interventions, well that's indicative, potentially, of longer-term success. So the first thing I want to look at is how long, how long did people interact with these systems. It turns out that people interacted with the robot significantly more, even though the quality of the advice was identical to the computer. When it asked people to rate it on terms of the quality of the working alliance, people rated the robot higher and they trusted the robot more. (Laughter) And when you look at emotional engagement, it was completely different. People would name the robots. They would dress the robots. (Laughter) And even when we would come up to pick up the robots at the end of the study, they would come out to the car and say good-bye to the robots. They didn't do this with a computer.The last thing I want to talk about today is the future of children's media. We know that kids spend a lot of time behind screens today, whether it's television or computer games or whatnot. My sons, they love the screen. They love the screen. But I want them to play; as a mom, I want them to play, like, real-world play. And so I have a new project in my group I wanted to present to you today called Playtime Computing that's really trying to think about how we can take what's so engaging about digital media and literally bring it off the screen into the real world of the child, where it can take on many of the properties of real-world play. So here's the first exploration of this idea, where characters can be physical or virtual, and where the digital content can literally come off the screen into the world and back. I like to think of this as the Atari Pong of this blended-reality play.But we can push this idea further. What if \u2014 (Game) Nathan: Here it comes. Yay! CB: \u2014 the character itself could come into your world? It turns out that kids love it when the character becomes real and enters into their world. And when it's in their world, they can relate to it and play with it in a way that's fundamentally different from how they play with it on the screen. Another important idea is this notion of persistence of character across realities. So changes that children make in the real world need to translate to the virtual world. So here, Nathan has changed the letter A to the number 2. You can imagine maybe these symbols give the characters special powers when it goes into the virtual world. So they are now sending the character back into that world. And now it's got number power.And then finally, what I've been trying to do here is create a really immersive experience for kids, where they really feel like they are part of that story, a part of that experience. And I really want to spark their imaginations the way mine was sparked as a little girl watching ""Star Wars."" But I want to do more than that. I actually want them to create those experiences. I want them to be able to literally build their imagination into these experiences and make them their own. So we've been exploring a lot of ideas in telepresence and mixed reality to literally allow kids to project their ideas into this space where other kids can interact with them and build upon them. I really want to come up with new ways of children's media that foster creativity and learning and innovation. I think that's very, very important.So this is a new project. We've invited a lot of kids into this space, and they think it's pretty cool. But I can tell you, the thing that they love the most is the robot. What they care about is the robot. Robots touch something deeply human within us. And so whether they're helping us to become creative and innovative, or whether they're helping us to feel more deeply connected despite distance, or whether they are our trusted sidekick who's helping us attain our personal goals in becoming our highest and best selves, for me, robots are all about people.Thank you.(Applause)" +533761,71,"Lakshmi Pratury remembers the lost art of letter-writing and shares a series of notes her father wrote to her before he died. Her short but heartfelt talk may inspire you to set pen to paper, too.",249,TED2007,1172880000,40,Lakshmi Pratury,Lakshmi Pratury: The lost art of letter-writing,1,1198133340,"[{'id': 11, 'name': 'Longwinded', 'count': 13}, {'id': 21, 'name': 'Unconvincing', 'count': 45}, {'id': 10, 'name': 'Inspiring', 'count': 288}, {'id': 1, 'name': 'Beautiful', 'count': 330}, {'id': 2, 'name': 'Confusing', 'count': 9}, {'id': 3, 'name': 'Courageous', 'count': 82}, {'id': 22, 'name': 'Fascinating', 'count': 25}, {'id': 9, 'name': 'Ingenious', 'count': 11}, {'id': 7, 'name': 'Funny', 'count': 13}, {'id': 24, 'name': 'Persuasive', 'count': 53}, {'id': 25, 'name': 'OK', 'count': 75}, {'id': 8, 'name': 'Informative', 'count': 12}, {'id': 23, 'name': 'Jaw-dropping', 'count': 5}, {'id': 26, 'name': 'Obnoxious', 'count': 18}]","[{'id': 73, 'hero': 'https://pe.tedcdn.com/images/ted/1c4414e5e8c5dbb93483ea5d718cf05957f3d3f7_2880x1620.jpg', 'speaker': 'Carl Honor\xe9', 'title': 'In praise of slowness', 'duration': 1155, 'slug': 'carl_honore_praises_slowness', 'viewed_count': 2441815}, {'id': 349, 'hero': 'https://pe.tedcdn.com/images/ted/601f2d8f794c3773d425557b4dcb9000bb49a478_2880x1620.jpg', 'speaker': 'Laura Trice', 'title': 'Remember to say thank you', 'duration': 209, 'slug': 'laura_trice_suggests_we_all_say_thank_you', 'viewed_count': 1714155}, {'id': 144, 'hero': 'https://pe.tedcdn.com/images/ted/12753_480x360.jpg', 'speaker': 'Jonathan Harris', 'title': ""The Web's secret stories"", 'duration': 1030, 'slug': 'jonathan_harris_tells_the_web_s_secret_stories', 'viewed_count': 1049727}, {'id': 2516, 'hero': 'https://pe.tedcdn.com/images/ted/d81b5200ff648a4c82fcd822fb8a49cbb5ee8ae3_2880x1620.jpg', 'speaker': 'Norman Lear', 'title': 'An entertainment icon on living a life of meaning', 'duration': 1186, 'slug': 'norman_lear_an_entertainment_icon_on_living_a_life_of_meaning', 'viewed_count': 1025616}, {'id': 1603, 'hero': 'https://pe.tedcdn.com/images/ted/61975945f445f27ab8d8f9da10f227dc0d36ce51_1600x1200.jpg', 'speaker': 'Hannah Brencher', 'title': 'Love letters to strangers', 'duration': 292, 'slug': 'hannah_brencher_love_letters_to_strangers', 'viewed_count': 1909421}, {'id': 2222, 'hero': 'https://pe.tedcdn.com/images/ted/951ba042af28814253caf72a9c5b85b04e7912aa_2880x1620.jpg', 'speaker': 'Dave Isay', 'title': 'Everyone around you has a story the world needs to hear', 'duration': 1298, 'slug': 'dave_isay_everyone_around_you_has_a_story_the_world_needs_to_hear', 'viewed_count': 1839790}]",Connector,"['communication', 'community', 'parenting', 'relationships', 'writing']",The lost art of letter-writing,"https://www.ted.com/talks/lakshmi_pratury_on_letter_writing +","So I thought, ""I will talk about death."" Seemed to be the passion today. Actually, it's not about death. It's inevitable, terrible, but really what I want to talk about is, I'm just fascinated by the legacy people leave when they die. That's what I want to talk about.So Art Buchwald left his legacy of humor with a video that appeared soon after he died, saying, ""Hi! I'm Art Buchwald, and I just died."" And Mike, who I met at Galapagos, a trip which I won at TED, is leaving notes on cyberspace where he is chronicling his journey through cancer. And my father left me a legacy of his handwriting through letters and a notebook. In the last two years of his life, when he was sick, he filled a notebook with his thoughts about me. He wrote about my strengths, weaknesses, and gentle suggestions for improvement, quoting specific incidents, and held a mirror to my life.After he died, I realized that no one writes to me anymore. Handwriting is a disappearing art. I'm all for email and thinking while typing, but why give up old habits for new? Why can't we have letter writing and email exchange in our lives? There are times when I want to trade all those years that I was too busy to sit with my dad and chat with him, and trade all those years for one hug. But too late. But that's when I take out his letters and I read them, and the paper that touched his hand is in mine, and I feel connected to him.So maybe we all need to leave our children with a value legacy, and not a financial one. A value for things with a personal touch \u2014 an autographed book, a soul-searching letter. If a fraction of this powerful TED audience could be inspired to buy a beautiful paper \u2014 John, it'll be a recycled one \u2014 and write a beautiful letter to someone they love, we actually may start a revolution where our children may go to penmanship classes.So what do I plan to leave for my son? I collect autographed books, and those of you authors in the audience know I hound you for them \u2014 and CDs too, Tracy. I plan to publish my own notebook. As I witnessed my father's body being swallowed by fire, I sat by his funeral pyre and wrote. I have no idea how I'm going to do it, but I am committed to compiling his thoughts and mine into a book, and leave that published book for my son.I'd like to end with a few verses of what I wrote at my father's cremation. And those linguists, please pardon the grammar, because I've not looked at it in the last 10 years. I took it out for the first time to come here. ""Picture in a frame, ashes in a bottle, boundless energy confined in the bottle, forcing me to deal with reality, forcing me to deal with being grown up. I hear you and I know that you would want me to be strong, but right now, I am being sucked down, surrounded and suffocated by these raging emotional waters, craving to cleanse my soul, trying to emerge on a firm footing one more time, to keep on fighting and flourishing just as you taught me. Your encouraging whispers in my whirlpool of despair, holding me and heaving me to shores of sanity, to live again and to love again."" Thank you." +1193896,129,"There's a place in France where the robots do a dance. And that place is TEDxConcorde, where Bruno Maisonnier of Aldebaran Robotics choreographs a troupe of tiny humanoid Nao robots through a surprisingly emotive performance.",189,TEDxConcorde,1358985600,44,Bruno Maisonnier,"Bruno Maisonnier: Dance, tiny robots!",1,1361910354,"[{'id': 25, 'name': 'OK', 'count': 116}, {'id': 23, 'name': 'Jaw-dropping', 'count': 126}, {'id': 22, 'name': 'Fascinating', 'count': 223}, {'id': 1, 'name': 'Beautiful', 'count': 151}, {'id': 7, 'name': 'Funny', 'count': 98}, {'id': 9, 'name': 'Ingenious', 'count': 111}, {'id': 10, 'name': 'Inspiring', 'count': 48}, {'id': 21, 'name': 'Unconvincing', 'count': 28}, {'id': 2, 'name': 'Confusing', 'count': 9}, {'id': 3, 'name': 'Courageous', 'count': 6}, {'id': 8, 'name': 'Informative', 'count': 10}, {'id': 24, 'name': 'Persuasive', 'count': 7}, {'id': 26, 'name': 'Obnoxious', 'count': 8}, {'id': 11, 'name': 'Longwinded', 'count': 9}]","[{'id': 165, 'hero': 'https://pe.tedcdn.com/images/ted/17631_480x360.jpg', 'speaker': 'Hod Lipson', 'title': 'Building ""self-aware"" robots', 'duration': 378, 'slug': 'hod_lipson_builds_self_aware_robots', 'viewed_count': 1212374}, {'id': 355, 'hero': 'https://pe.tedcdn.com/images/ted/6e961b846dce5acc40f38bbb3bd89f17fe6613dd_1200x900.jpg', 'speaker': 'Rodney Brooks', 'title': 'Robots will invade our lives', 'duration': 1127, 'slug': 'rodney_brooks_on_robots', 'viewed_count': 602039}, {'id': 580, 'hero': 'https://pe.tedcdn.com/images/ted/97054_800x600.jpg', 'speaker': 'Catherine Mohr', 'title': ""Surgery's past, present and robotic future"", 'duration': 1135, 'slug': 'catherine_mohr_surgery_s_past_present_and_robotic_future', 'viewed_count': 681001}, {'id': 1464, 'hero': 'https://pe.tedcdn.com/images/ted/25581f3b5c318239c3727229a2a50ae2bfc0feb9_1600x1200.jpg', 'speaker': 'Quixotic Fusion', 'title': 'Dancing with light', 'duration': 742, 'slug': 'quixotic_fusion_dancing_with_light', 'viewed_count': 1383093}, {'id': 2147, 'hero': 'https://pe.tedcdn.com/images/ted/3913cb8eb8182189489aa3efc9d917e8b0756b27_2880x1620.jpg', 'speaker': 'Aakash Odedra', 'title': 'A dance in a hurricane of paper, wind and light', 'duration': 590, 'slug': 'aakash_odedra_a_dance_in_a_hurricane_of_paper_wind_and_light', 'viewed_count': 817002}, {'id': 179, 'hero': 'https://pe.tedcdn.com/images/ted/16705_480x360.jpg', 'speaker': 'Kenichi Ebina', 'title': 'My magic moves', 'duration': 212, 'slug': 'kenichi_ebina_s_magic_moves', 'viewed_count': 1720753}]",Roboticist,"['TEDx', 'robots']","Dance, tiny robots!","https://www.ted.com/talks/bruno_maisonnier_dance_tiny_robots +",(Mechanical noises)(Music) (Applause) +2138419,491,"Hans Rosling had a question: Do some religions have a higher birth rate than others -- and how does this affect global population growth? Speaking at the TEDxSummit in Doha, Qatar, he graphs data over time and across religions. With his trademark humor and sharp insight, Hans reaches a surprising conclusion on world fertility rates.",800,TEDxSummit,1334534400,36,Hans Rosling,Hans Rosling: Religions and babies,1,1337698856,"[{'id': 22, 'name': 'Fascinating', 'count': 861}, {'id': 24, 'name': 'Persuasive', 'count': 686}, {'id': 9, 'name': 'Ingenious', 'count': 411}, {'id': 8, 'name': 'Informative', 'count': 1178}, {'id': 1, 'name': 'Beautiful', 'count': 100}, {'id': 7, 'name': 'Funny', 'count': 170}, {'id': 23, 'name': 'Jaw-dropping', 'count': 266}, {'id': 3, 'name': 'Courageous', 'count': 41}, {'id': 10, 'name': 'Inspiring', 'count': 243}, {'id': 21, 'name': 'Unconvincing', 'count': 34}, {'id': 11, 'name': 'Longwinded', 'count': 13}, {'id': 25, 'name': 'OK', 'count': 62}, {'id': 2, 'name': 'Confusing', 'count': 18}, {'id': 26, 'name': 'Obnoxious', 'count': 6}]","[{'id': 1418, 'hero': 'https://pe.tedcdn.com/images/ted/9cf35d788bcc35f5afee067c83956e68c0092a4b_800x600.jpg', 'speaker': 'Melinda Gates', 'title': ""Let's put birth control back on the agenda"", 'duration': 1527, 'slug': 'melinda_gates_let_s_put_birth_control_back_on_the_agenda', 'viewed_count': 1141812}, {'id': 912, 'hero': 'https://pe.tedcdn.com/images/ted/b26e09ddd0ffeb774cd3eee2a24424c4ed542677_2880x1620.jpg', 'speaker': 'Hans Rosling', 'title': 'Global population growth, box by box', 'duration': 604, 'slug': 'hans_rosling_on_global_population_growth', 'viewed_count': 2934298}, {'id': 1152, 'hero': 'https://pe.tedcdn.com/images/ted/1c3f327a456360b2846b9ee8f15788ef99f93dd8_800x600.jpg', 'speaker': 'Aaron Koblin', 'title': 'Visualizing ourselves ... with crowd-sourced data', 'duration': 1098, 'slug': 'aaron_koblin', 'viewed_count': 1474199}, {'id': 2372, 'hero': 'https://pe.tedcdn.com/images/ted/fdc5961387a74f59d7785e515eda25ccb76ff52f_2880x1620.jpg', 'speaker': 'Chelsea Shields', 'title': ""How I'm working for change inside my church"", 'duration': 756, 'slug': 'chelsea_shields_how_i_m_working_for_change_inside_my_church', 'viewed_count': 1452836}, {'id': 1327, 'hero': 'https://pe.tedcdn.com/images/ted/f076b40cf5edbc49c2ca06333cb77a8f377ecf4f_1600x1200.jpg', 'speaker': 'Alain de Botton', 'title': 'Atheism 2.0', 'duration': 1160, 'slug': 'alain_de_botton_atheism_2_0', 'viewed_count': 2203026}, {'id': 2011, 'hero': 'https://pe.tedcdn.com/images/ted/eff4d536c8ddd92d6c5098adaf1f88a5b14c3a33_2880x1620.jpg', 'speaker': 'Kwame Anthony Appiah', 'title': 'Is religion good or bad? (This is a trick question)', 'duration': 880, 'slug': 'kwame_anthony_appiah_is_religion_good_or_bad_this_is_a_trick_question', 'viewed_count': 1569257}]",Global health expert; data visionary,"['TEDx', 'data', 'global issues', 'population', 'presentation', 'religion']",Religions and babies,"https://www.ted.com/talks/hans_rosling_religions_and_babies +","I'm going to talk about religion. But it's a broad and very delicate subject, so I have to limit myself. And therefore I will limit myself to only talk about the links between religion and sexuality.(Laughter)This is a very serious talk. So I will talk of what I remember as the most wonderful. It's when the young couple whisper, ""Tonight we are going to make a baby."" My talk will be about the impact of religions on the number of babies per woman.This is indeed important, because everyone understands that there is some sort of limit on how many people we can be on this planet. And there are some people who say that the world population is growing like this \u2014 three billion in 1960, seven billion just last year \u2014 and it will continue to grow because there are religions that stop women from having few babies, and it may continue like this.To what extent are these people right? When I was born there was less than one billion children in the world, and today, 2000, there's almost two billion. What has happened since, and what do the experts predict will happen with the number of children during this century?This is a quiz. What do you think? Do you think it will decrease to one billion? Will it remain the same and be two billion by the end of the century? Will the number of children increase each year up to 15 years, or will it continue in the same fast rate and be four billion children up there? I will tell you by the end of my speech.But now, what does religion have to do with it? When you want to classify religion, it's more difficult than you think. You go to Wikipedia and the first map you find is this. It divides the world into Abrahamic religions and Eastern religion, but that's not detailed enough. So we went on and we looked in Wikipedia, we found this map. But that subdivides Christianity, Islam and Buddhism into many subgroups, which was too detailed.Therefore at Gapminder we made our own map, and it looks like this. Each country's a bubble. The size is the population \u2014 big China, big India here. And the color now is the majority religion. It's the religion where more than 50 percent of the people say that they belong. It's Eastern religion in India and China and neighboring Asian countries. Islam is the majority religion all the way from the Atlantic Ocean across the Middle East, Southern Europe and through Asia all the way to Indonesia. That's where we find Islamic majority. And Christian majority religions, we see in these countries. They are blue. And that is most countries in America and Europe, many countries in Africa and a few in Asia. The white here are countries which cannot be classified, because one religion does not reach 50 percent or there is doubt about the data or there's some other reason. So we were careful with that.So bear with our simplicity now when I take you over to this shot. This is in 1960. And now I show the number of babies per woman here: two, four or six \u2014 many babies, few babies. And here the income per person in comparable dollars. The reason for that is that many people say you have to get rich first before you get few babies. So low income here, high income there.And indeed in 1960, you had to be a rich Christian to have few babies. The exception was Japan. Japan here was regarded as an exception. Otherwise it was only Christian countries. But there was also many Christian countries that had six to seven babies per woman. But they were in Latin America or they were in Africa. And countries with Islam as the majority religion, all of them almost had six to seven children per woman, irregardless of the income level. And all the Eastern religions except Japan had the same level.Now let's see what has happened in the world. I start the world, and here we go. Now 1962 \u2014 can you see they're getting a little richer, but the number of babies per woman is falling? Look at China. They're falling fairly fast. And all of the Muslim majority countries across the income are coming down, as do the Christian majority countries in the middle income range. And when we enter into this century, you'll find more than half of mankind down here. And by 2010, we are actually 80 percent of humans who live in countries with about two children per woman.(Applause)It's a quite amazing development which has happened. (Applause) And these are countries from United States here, with $40,000 per capita, France, Russia, Iran, Mexico, Turkey, Algeria, Indonesia, India and all the way to Bangladesh and Vietnam, which has less than five percent of the income per person of the United States and the same amount of babies per woman.I can tell you that the data on the number of children per woman is surprisingly good in all countries. We get that from the census data. It's not one of these statistics which is very doubtful.So what we can conclude is you don't have to get rich to have few children. It has happened across the world.And then when we look at religions, we can see that the Eastern religions, indeed there's not one single country with a majority of that religion that has more than three children. Whereas with Islam as a majority religion and Christianity, you see countries all the way. But there's no major difference. There's no major difference between these religions. There is a difference with income. The countries which have many babies per woman here, they have quite low income. Most of them are in sub-Saharan Africa. But there are also countries here like Guatemala, like Papua New Guinea, like Yemen and Afghanistan.Many think that Afghanistan here and Congo, which have suffered severe conflicts, that they don't have fast population growth. It's the other way around. In the world today, it's the countries that have the highest mortality rates that have the fastest population growth. Because the death of a child is compensated by one more child. These countries have six children per woman. They have a sad death rate of one to two children per woman. But 30 years from now, Afghanistan will go from 30 million to 60 million. Congo will go from 60 to 120. That's where we have the fast population growth. And many think that these countries are stagnant, but they are not.Let me compare Senegal, a Muslim dominated country, with a Christian dominated country, Ghana. I take them backwards here to their independence, when they were up here in the beginning of the 1960s. Just look what they have done. It's an amazing improvement, from seven children per woman, they've gone all the way down to between four and five. It's a tremendous improvement.So what does it take? Well we know quite well what is needed in these countries. You need to have children to survive. You need to get out of the deepest poverty so children are not of importance for work in the family. You need to have access to some family planning. And you need the fourth factor, which perhaps is the most important factor.But let me illustrate that fourth factor by looking at Qatar. Here we have Qatar today, and there we have Bangladesh today. If I take these countries back to the years of their independence, which is almost the same year \u2014 '71, '72 \u2014 it's a quite amazing development which had happened. Look at Bangladesh and Qatar. With so different incomes, it's almost the same drop in number of babies per woman.And what is the reason in Qatar? Well I do as I always do. I went to the statistical authority of Qatar, to their webpage \u2014 It's a very good webpage. I recommend it \u2014 and I looked up \u2014 oh yeah, you can have lots of fun here \u2014 and provided free of charge, I found Qatar's social trends. Very interesting. Lots to read. I found fertility at birth, and I looked at total fertility rate per woman. These are the scholars and experts in the government agency in Qatar, and they say the most important factors are: ""Increased age at first marriage, increased educational level of Qatari woman and more women integrated in the labor force."" I couldn't agree more. Science couldn't agree more. This is a country that indeed has gone through a very, very interesting modernization.So what it is, is these four: Children should survive, children shouldn't be needed for work, women should get education and join the labor force and family planning should be accessible.Now look again at this. The average number of children in the world is like in Colombia \u2014 it's 2.4 today. There are countries up here which are very poor. And that's where family planning, better child survival is needed. I strongly recommend Melinda Gates' last TEDTalk. And here, down, there are many countries which are less than two children per woman. So when I go back now to give you the answer of the quiz, it's two.We have reached peak child. The number of children is not growing any longer in the world. We are still debating peak oil, but we have definitely reached peak child. And the world population will stop growing. The United Nations Population Division has said it will stop growing at 10 billion. But why do they grow if the number of children doesn't grow?Well I will show you here. I will use these card boxes in which your notebooks came. They are quite useful for educational purposes. Each card box is one billion people. And there are two billion children in the world. There are two billion young people between 15 and 30. These are rounded numbers. Then there is one billion between 30 and 45, almost one between 45 and 60. And then it's my box. This is me: 60-plus. We are here on top.So what will happen now is what we call ""the big fill-up."" You can see that it's like three billion missing here. They are not missing because they've died; they were never born. Because before 1980, there were much fewer people born than there were during the last 30 years. So what will happen now is quite straightforward. The old, sadly, we will die. The rest of you, you will grow older and you will get two billion children. Then the old will die. The rest will grow older and get two billion children. And then again the old will die and you will get two billion children.(Applause)This is the great fill-up. It's inevitable. And can you see that this increase took place without life getting longer and without adding children?Religion has very little to do with the number of babies per woman. All the religions in the world are fully capable to maintain their values and adapt to this new world.And we will be just 10 billion in this world, if the poorest people get out of poverty, their children survive, they get access to family planning. That is needed. But it's inevitable that we will be two to three billion more. So when you discuss and when you plan for the resources and the energy needed for the future, for human beings on this planet, you have to plan for 10 billion. Thank you very much. (Applause)" +1614524,116,"""When we tell women that sex isn't worth the risk during pregnancy, what we're telling her is that her sexual pleasure doesn't matter ... that she in fact doesn't matter,"" says sex researcher Sofia Jawed-Wessel. In this eye-opening talk, Jawed-Wessel mines our views about pregnancy and pleasure to lay bare the relationship between women, sex and systems of power.",896,TEDxOmaha,1475884800,20,Sofia Jawed-Wessel,Sofia Jawed-Wessel: The lies we tell pregnant women,1,1483719338,"[{'id': 1, 'name': 'Beautiful', 'count': 169}, {'id': 24, 'name': 'Persuasive', 'count': 146}, {'id': 8, 'name': 'Informative', 'count': 369}, {'id': 10, 'name': 'Inspiring', 'count': 277}, {'id': 26, 'name': 'Obnoxious', 'count': 49}, {'id': 3, 'name': 'Courageous', 'count': 269}, {'id': 23, 'name': 'Jaw-dropping', 'count': 22}, {'id': 9, 'name': 'Ingenious', 'count': 28}, {'id': 11, 'name': 'Longwinded', 'count': 32}, {'id': 21, 'name': 'Unconvincing', 'count': 128}, {'id': 22, 'name': 'Fascinating', 'count': 92}, {'id': 7, 'name': 'Funny', 'count': 80}, {'id': 2, 'name': 'Confusing', 'count': 22}, {'id': 25, 'name': 'OK', 'count': 79}]","[{'id': 2457, 'hero': 'https://pe.tedcdn.com/images/ted/4dce475d46cb6485056136c0c760c3ff9ca33fc6_2880x1620.jpg', 'speaker': 'Jessica Ladd', 'title': 'The reporting system that sexual assault survivors want', 'duration': 359, 'slug': 'jessica_ladd_the_reporting_system_that_sexual_assault_survivors_want', 'viewed_count': 1224197}, {'id': 1270, 'hero': 'https://pe.tedcdn.com/images/ted/9f1b646fa4d10bf53a8c68d9db58a50442da84e9_800x600.jpg', 'speaker': 'Alexander Tsiaras', 'title': 'Conception to birth -- visualized', 'duration': 577, 'slug': 'alexander_tsiaras_conception_to_birth_visualized', 'viewed_count': 6064976}, {'id': 1289, 'hero': 'https://pe.tedcdn.com/images/ted/58dfa89d21c1ed1905337683073cfe355f758ffa_800x600.jpg', 'speaker': 'Annie Murphy Paul', 'title': ""What we learn before we're born"", 'duration': 1006, 'slug': 'annie_murphy_paul_what_we_learn_before_we_re_born', 'viewed_count': 1758000}, {'id': 1931, 'hero': 'https://pe.tedcdn.com/images/ted/199d1f6d5dc4639dcc793c77402e5b17e97d901d_1600x1200.jpg', 'speaker': 'Christopher Ryan', 'title': 'Are we designed to be sexual omnivores?', 'duration': 842, 'slug': 'christopher_ryan_are_we_designed_to_be_sexual_omnivores', 'viewed_count': 1981989}, {'id': 1909, 'hero': 'https://pe.tedcdn.com/images/ted/19d8523b9f45386879d0ffd5928cdf42fecf03e4_1600x1200.jpg', 'speaker': 'Shereen El Feki', 'title': 'A little-told tale of sex and sensuality', 'duration': 970, 'slug': 'shereen_el_feki_a_little_told_tale_of_sex_and_sensuality', 'viewed_count': 1852497}, {'id': 2278, 'hero': 'https://pe.tedcdn.com/images/ted/f552e29c9f47ef8059bfad8022238b79051c0e77_2880x1620.jpg', 'speaker': 'Sarah Jones', 'title': 'One woman, five characters, and a sex lesson from the future', 'duration': 1528, 'slug': 'sarah_jones_one_woman_five_characters_and_a_sex_lesson_from_the_future', 'viewed_count': 1531683}]",Sex researcher,"['TEDx', 'children', 'communication', 'family', 'feminism', 'gender', 'health', 'humanity', 'identity', 'parenting', 'sex', 'society', 'teaching', 'women']",The lies we tell pregnant women,"https://www.ted.com/talks/sofia_jawed_wessel_the_lies_we_tell_pregnant_women +","We're going to share a lot of secrets today, you and I, and in doing so, I hope that we can lift some of the shame many of us feel about sex.How many here have ever been catcalled by a stranger? Lots of women. For me, the time I remember best is when that stranger was a student of mine. He came up to me after class that night and his words confirmed what I already knew:""I am so sorry, professor. If I had known it was you, I would never have said those things.""(Laughter)I wasn't a person to him until I was his professor. This concept, called objectification, is the foundation of sexism, and we see it reinforced through every aspect of our lives. We see it in the government that refuses to punish men for raping women. We see it in advertisements. How many of you have seen an advertisement that uses a woman's breast to sell an entirely unrelated product? Or movie after movie after movie that portrays women as only love interests? These examples might seem inconsequential and harmless, but they're insidious, slowly building into a culture that refuses to see women as people. We see this in the school that sends home a 10-year-old girl because her clothes were a distraction to boys trying to learn, or the government that refuses to punish men for raping women over and over, or the woman who is killed because she asked a man to stop grinding on her on the dance floor.Media plays a large role in perpetuating the objectification of women. Let's consider the classic romantic comedy. We're typically introduced to two kinds of women in these movies, two kinds of desirable women, anyway. The first is the sexy bombshell. This is the unbelievably gorgeous woman with the perfect body. Our leading man has no trouble identifying her and even less trouble having sex with her. The second is our leading lady, the beautiful but demure woman our leading man falls in love with despite not noticing her at first or not liking her if he did. The first is the slut. She is to be consumed and forgotten. She is much too available. The second is desirable but modest, and therefore worthy of our leading man's future babies. Marriage material. We're actually told that women have two roles, but these two roles have a difficult time existing within the same woman.On the rare occasion that I share with a new acquaintance that I study sex, if they don't end the conversation right then, they're usually pretty intrigued.""Oh. Tell me more.""So I do.""I'm really interested in studying the sexual behaviors of pregnant and postpartum couples."" At this point I get a different kind of response.(Laughter)""Oh. Huh. Do pregnant people even have sex? Have you thought about studying sexual desire or orgasms? That would be interesting, and sexy.""Tell me. What are the first words that come to mind when you picture a pregnant woman? I asked this question in a survey of over 500 adults, and most responded with ""belly"" or ""round"" and ""cute."" This didn't surprise me too much. What else do we label as cute? Babies. Puppies. Kittens. The elderly. Right?(Laughter)When we label an adult as cute, though, we take away a lot of their intelligence, their complexity. We reduce them to childlike qualities. I also asked heterosexual men to imagine a woman that they're partnered with is pregnant, and then asked women to imagine that they are pregnant, and then tell me the first words that come to mind when they imagine having sex. Most of the responses were negative. ""Gross."" ""Awkward."" ""Not sexy."" ""Odd."" ""Uncomfortable."" ""How?""(Laughter)""Not worth the trouble."" ""Not worth the risk.""That last one really stuck with me. We might think that because we divorce pregnant women and moms from sexuality, we are removing the constraints of sexual objectification. They experience less sexism. Right? Not exactly. What happens instead is a different kind of objectification. In my efforts to explain this to others, one conversation led to the Venus of Willendorf, a Paleolithic figurine scholars assumed was a goddess of love and beauty, hence the name Venus. This theory was later revised, though, when scholars noted the sculptor's obvious focus on the figurine's reproductive features: large breasts, considered ideal for nursing; a round, possibly pregnant belly; the remnants of red dye, alluding to menstruation or birth. They also assumed that she was meant to be held or placed lying down because her tiny feet don't allow her to be freestanding. She also had no face. For this reason, it was assumed that she was a representation of fertility and not a portrait of a person. She was an object. In the history of her interpretation, she went from object of ideal beauty and love to object of reproduction.I think this transition speaks more about the scholars who have interpreted her purpose than the actual purpose of the figurine herself. When a woman becomes pregnant, she leaves the realm of men's sexual desire and slides into her reproductive and child-rearing role. In doing so, she also becomes the property of the community, considered very important but only because she's pregnant. Right? I've taken to calling this the Willendorf effect, and once again we see it reinforced in many aspects of her life.Has anyone here ever been visibly pregnant?(Laughter)Yeah. Lots of you, right? So how many of you ever had a stranger touch your belly during pregnancy, maybe without even asking your permission first? Or told what you can and cannot eat by somebody who is not your doctor, your medical care provider? Or asked private questions about your birth plan? And then told why those choices are all wrong? Yeah, me too. Or had a server refuse to bring you a glass of wine? This one might give you pause, I know, but stay with me. This is a huge secret. It is actually safe to drink in moderation during pregnancy. Many of us don't know this because doctors don't trust pregnant women with this secret \u2014(Laughter)especially if she's less educated or a woman of color.What this tells us is, this Willendorf effect, it's also classist and racist. It's present when the government reminds women with every new anti-choice bill that the contents of her uterus are not her own, or when an ob-gyn says, ""While it's safe to have sex during pregnancy, sometimes you never know. Better safe than sorry, right?"" She's denied basic privacy and bodily autonomy under the guise of ""be a good mother."" We don't trust her to make her own decisions. She's cute, remember? When we tell women that sexual pleasure \u2014 excuse me.When we tell women that sex isn't worth the risk during pregnancy, what we're telling her is that her sexual pleasure doesn't matter. So what we are telling her is that she in fact doesn't matter, even though the needs of her fetus are not at odds with her own needs.So medical providers, such as the American College of Obstetricians and Gynecologists have the opportunity to educate about the safety of sex during pregnancy. So what do the experts say? ACOG actually has no public official statement about the safety of sex during pregnancy. Guidance from the Mayo Clinic is generally positive but presented with a caveat: ""Although most women can safely have sex throughout pregnancy, sometimes it's best to be cautious.""Some women don't want to have sex during pregnancy, and that's OK. Some women do want to have sex during pregnancy, and that's OK, too. What needs to stop is society telling women what they can and cannot do with their bodies.(Applause)Pregnant women are not faceless, identity-less vessels of reproduction who can't stand on their own two feet. But the truth is, the real secret is, we tell all women that their sexual pleasure doesn't matter. We refuse to even acknowledge that women who have sex with women or women who don't want children even exist.""Oh, it's just a phase ...she just needs the right man to come along.""Every time a woman has sex simply because it feels good, it is revolutionary. She is revolutionary. She is pushing back against society's insistence that she exist simply for men's pleasure or for reproduction. A woman who prioritizes her sexual needs is scary, because a woman who prioritizes her sexual needs prioritizes herself.(Applause)That is a woman demanding that she be treated as an equal. That is a woman who insists that you make room for her at the table of power, and that is the most terrifying of all because we can't make room for her without some of us giving up the extra space we hold.(Applause)I have one last secret for you. I am the mother of two boys and we could use your help. Even though my boys hear me say regularly that it's important for men to recognize women as equals and they see their father modeling this, we need what happens in the world to reinforce what happens in our home. This is not a men's problem or a women's problem. This is everyone's problem, and we all play a role in dismantling systems of inequality. For starters, we have got to stop telling women what they can and cannot do with their bodies.(Applause)This includes not treating pregnant women like community property. If you don't know her, don't even ask to touch her belly. You wouldn't anybody else. Don't tell her what she can and cannot eat. Don't ask her private details about her medical decisions. This also includes understanding that even if you are personally against abortion, you can still fight for a woman's right to choose. When it comes to women's equality, the two need not oppose one another. If you're somebody who has sex with women, prioritize her pleasure. If you don't know how, ask. If you have children \u2014(Laughter)have conversations about sex as early as possible, because kids don't look up s-e-x in the dictionary anymore. They look it up on the internet. And when you're having those conversations about sex, don't center them on reproduction only. People have sex for many reasons, some because they want a baby, but most of us have sex because it feels good. Admit it.And regardless of whether you have children or not, support comprehensive sex education that doesn't shame our teenagers.(Applause)Nothing positive comes from shaming teens for their sexual desires, behaviors, other than positive STD and pregnancy tests.Every single day, we are all given the opportunity to disrupt patterns of inequality. I think we can all agree that it's worth the trouble to do so.Thank you.(Applause)" +410563,40,"Paul Rothemund writes code that causes DNA to arrange itself into a star, a smiley face and more. Sure, it's a stunt, but it's also a demonstration of self-assembly at the smallest of scales -- with vast implications for the future of making things.",299,TED2007,1172880000,28,Paul Rothemund,Paul Rothemund: Playing with DNA that self-assembles,1,1194484440,"[{'id': 8, 'name': 'Informative', 'count': 140}, {'id': 9, 'name': 'Ingenious', 'count': 195}, {'id': 22, 'name': 'Fascinating', 'count': 261}, {'id': 2, 'name': 'Confusing', 'count': 65}, {'id': 3, 'name': 'Courageous', 'count': 12}, {'id': 7, 'name': 'Funny', 'count': 34}, {'id': 10, 'name': 'Inspiring', 'count': 64}, {'id': 11, 'name': 'Longwinded', 'count': 9}, {'id': 21, 'name': 'Unconvincing', 'count': 23}, {'id': 1, 'name': 'Beautiful', 'count': 15}, {'id': 23, 'name': 'Jaw-dropping', 'count': 98}, {'id': 25, 'name': 'OK', 'count': 40}, {'id': 24, 'name': 'Persuasive', 'count': 9}, {'id': 26, 'name': 'Obnoxious', 'count': 9}]","[{'id': 147, 'hero': 'https://pe.tedcdn.com/images/ted/13343_480x360.jpg', 'speaker': 'David Bolinsky', 'title': 'Visualizing the wonder of a living cell', 'duration': 585, 'slug': 'david_bolinsky_animates_a_cell', 'viewed_count': 1788184}, {'id': 35, 'hero': 'https://pe.tedcdn.com/images/ted/c77755451ad53291f2891f27dcfde0456292b010_2880x1620.jpg', 'speaker': 'James Watson', 'title': 'How we discovered DNA', 'duration': 1211, 'slug': 'james_watson_on_how_he_discovered_dna', 'viewed_count': 1520913}, {'id': 227, 'hero': 'https://pe.tedcdn.com/images/ted/32772_480x360.jpg', 'speaker': 'Craig Venter', 'title': 'On the verge of creating synthetic life', 'duration': 954, 'slug': 'craig_venter_is_on_the_verge_of_creating_synthetic_life', 'viewed_count': 1004893}, {'id': 331, 'hero': 'https://pe.tedcdn.com/images/ted/52117_480x360.jpg', 'speaker': 'Paul Rothemund', 'title': 'DNA folding, in detail', 'duration': 984, 'slug': 'paul_rothemund_details_dna_folding', 'viewed_count': 501252}, {'id': 1322, 'hero': 'https://pe.tedcdn.com/images/ted/ffe032a2d557b859e57857bc66286ef1a74736f5_800x600.jpg', 'speaker': 'Drew Berry', 'title': 'Animations of unseeable biology', 'duration': 548, 'slug': 'drew_berry_animations_of_unseeable_biology', 'viewed_count': 1443343}, {'id': 2570, 'hero': 'https://pe.tedcdn.com/images/ted/4b2ca98174f9bb6a74ce18474ed13b2f8c1b6f61_2880x1620.jpg', 'speaker': 'Sebastian Kraves', 'title': 'The era of personal DNA testing is here', 'duration': 784, 'slug': 'sebastian_kraves_the_era_of_personal_dna_testing_is_here', 'viewed_count': 1051929}]",DNA origamist,"['DNA', 'MacArthur grant', 'complexity', 'computers', 'science']",Playing with DNA that self-assembles,"https://www.ted.com/talks/paul_rothemund_casts_a_spell_with_dna +","There's an ancient and universal concept that words have power, that spells exist, and that if we could only pronounce the right words, then \u2014 whoosh! \u2014 you know, an avalanche would come and wipe out the hobbits, right? So this is a very attractive idea, because we're very lazy, like the Sorcerer's Apprentice, or the world's greatest computer programmer. This idea has a lot of traction with us.We love the idea that words, when pronounced, are little more than pure information, but they evoke physical action in the real world that helps us do work. So, of course, with lots of programmable computers and robots around, this is an easy thing to picture.How many of you know what I'm talking about? Raise your right hand. How many don't know what I'm talking about? Raise your left hand. So that's great. So that was too easy. You guys have very insecure computers, OK? So now the thing is, this is a different kind of spell. This is a computer program made of zeros and ones. It can be pronounced on a computer, does something like this. The important thing is we can write it in a high-level language.A computer magician can write this thing. It can be compiled into zeros and ones and pronounced by a computer. And that's what makes computers powerful, these high-level languages that can be compiled. And so, I'm here to tell you, you don't need a computer to actually have a spell. In fact, what you can do at the molecular level is that if you encode information \u2014 you encode a spell or program as molecules \u2014 then physics can actually directly interpret that information and run a program.It's what happens in proteins. When this amino-acid sequence gets pronounced as atoms, these little letters are sticky for each other. It collapses into a three-dimensional shape that turns it into a nanomachine that actually cuts DNA. The interesting thing is that if you change the sequence, you change the three-dimensional folding. You get, now, a DNA stapler, instead. These are the kind of molecular programs we want to be able to write. The problem is, we don't know the machine language of proteins or have a compiler for proteins.So I've joined a growing band of people that try to make molecular spells using DNA. We use DNA because it's cheaper, it's easier to handle, it's something we understand really well \u2014 so well, in fact, that we think we can actually write programming languages for DNA and have molecular compilers.So then, we think we can do that. One of my first questions doing this was: How can you make an arbitrary shape or pattern out of DNA? I decided to use a type of DNA origami, where you take a long strand of DNA and fold it into whatever shape or pattern you might want. So here's a shape. I actually spent about a year in my home in my underwear, coding, like Linus [Torvalds], in that picture before. This program takes a shape and spits out 250 DNA sequences. These short DNA sequences are what are going to fold the long strand into this shape that we want to make. So you send an e-mail with these sequences in it to a company, and the company pronounces them on a DNA synthesizer, a machine about the size of a photocopier. And they take your e-mail, and every letter in your e-mail, they replace with a 30-atom cluster \u2014 one for each letter, A, T, C and G in DNA.They string them up in the right sequence, and then they send them back to you via FedEx. So you get 250 of these in the mail in little tubes. I mix them together, add a little bit of salt water, and then add this long strand I was telling you about, that I've stolen from a virus. And then what happens is, you heat this whole thing up to about boiling. You cool it down to room temperature, and as you do, those short strands do the following thing: each one of them binds that long strand in one place, and then has a second half that binds that long strand in a distant place, and brings those two parts of the long strand close together so they stick together.So the net effect of all 250 of these strands is to fold the long strand into the shape you're looking for. It'll approximate that shape. We do this for real, in the test tube. In each little drop of water, you get 50 billion of these guys. With a microscope, you can see them on a surface. The neat thing is if you change the sequence and change the spell, just change the sequence of the staples, you can make a molecule that looks like this. And, you know, he likes to hang out with his buddies. A lot of them are actually pretty good.If you change the spell again, you change the sequence again, you get really nice, 130-nanometer triangles. If you do it again, you can get arbitrary patterns. So on a rectangle, you can paint patterns of North and South America, or the words, ""DNA.""So that's DNA origami. That's one way. There are many ways of casting molecular spells using DNA. What we really want to do in the end is learn how to program self-assembly so we can build anything, right? We want to be able to build technological artifacts that are maybe good for the world. We want to learn how to build biological artifacts, like people and whales and trees. And if it's the case that we can reach that level of complexity, if our ability to program molecules gets to be that good, then that will truly be magic.Thank you very much.(Applause)" +1207550,308,"Building a skyscraper? Forget about steel and concrete, says architect Michael Green, and build it out of \u2026 wood. As he details in this intriguing talk, it's not only possible to build safe wooden structures up to 30 stories tall (and, he hopes, higher), it's necessary.",742,TED2013,1361923200,31,Michael Green,Michael Green: Why we should build wooden skyscrapers,1,1373382070,"[{'id': 10, 'name': 'Inspiring', 'count': 297}, {'id': 9, 'name': 'Ingenious', 'count': 195}, {'id': 23, 'name': 'Jaw-dropping', 'count': 50}, {'id': 8, 'name': 'Informative', 'count': 224}, {'id': 3, 'name': 'Courageous', 'count': 66}, {'id': 24, 'name': 'Persuasive', 'count': 188}, {'id': 21, 'name': 'Unconvincing', 'count': 76}, {'id': 25, 'name': 'OK', 'count': 31}, {'id': 22, 'name': 'Fascinating', 'count': 164}, {'id': 1, 'name': 'Beautiful', 'count': 50}, {'id': 11, 'name': 'Longwinded', 'count': 10}, {'id': 26, 'name': 'Obnoxious', 'count': 3}, {'id': 2, 'name': 'Confusing', 'count': 8}, {'id': 7, 'name': 'Funny', 'count': 6}]","[{'id': 1598, 'hero': 'https://pe.tedcdn.com/images/ted/be8bc8941155fcc0f96e25910d486ef6611e4a1c_1600x1200.jpg', 'speaker': 'Doris Kim Sung', 'title': 'Metal that breathes', 'duration': 539, 'slug': 'doris_kim_sung_metal_that_breathes', 'viewed_count': 1171572}, {'id': 490, 'hero': 'https://pe.tedcdn.com/images/ted/e0a64acceca0140bc0c1caf362142f6927226d81_1600x1200.jpg', 'speaker': 'Kamal Meattle', 'title': 'How to grow fresh air', 'duration': 244, 'slug': 'kamal_meattle_on_how_to_grow_your_own_fresh_air', 'viewed_count': 3095158}, {'id': 565, 'hero': 'https://pe.tedcdn.com/images/ted/95276_800x600.jpg', 'speaker': 'Kevin Surace', 'title': 'Eco-friendly drywall', 'duration': 199, 'slug': 'kevin_surace_fixing_drywall_to_heal_the_planet', 'viewed_count': 352176}, {'id': 2797, 'hero': 'https://pe.tedcdn.com/images/ted/475baed08f916143c9ec6655015c1c618ff1ae33_2880x1620.jpg', 'speaker': 'Justin Davidson', 'title': 'Why glass towers are bad for city life -- and what we need instead', 'duration': 759, 'slug': 'justin_davidson_why_shiny_glass_towers_are_bad_for_city_life', 'viewed_count': 1162104}, {'id': 2183, 'hero': 'https://pe.tedcdn.com/images/ted/6c23c76e0033cdaf2c6c3c8d3c563fff0b4c58c5_2880x1620.jpg', 'speaker': 'Marc Kushner', 'title': 'Why the buildings of the future will be shaped by ... you', 'duration': 1085, 'slug': 'marc_kushner_why_the_buildings_of_the_future_will_be_shaped_by_you', 'viewed_count': 2780459}, {'id': 174, 'hero': 'https://pe.tedcdn.com/images/ted/35395_480x360.jpg', 'speaker': 'Norman Foster', 'title': 'My green agenda for architecture', 'duration': 1917, 'slug': 'norman_foster_s_green_agenda', 'viewed_count': 763831}]",Architect,"['architecture', 'design', 'materials']",Why we should build wooden skyscrapers,"https://www.ted.com/talks/michael_green_why_we_should_build_wooden_skyscrapers +","This is my grandfather. And this is my son. My grandfather taught me to work with wood when I was a little boy, and he also taught me the idea that if you cut down a tree to turn it into something, honor that tree's life and make it as beautiful as you possibly can. My little boy reminded me that for all the technology and all the toys in the world, sometimes just a small block of wood, if you stack it up tall, actually is an incredibly inspiring thing. These are my buildings. I build all around the world out of our office in Vancouver and New York. And we build buildings of different sizes and styles and different materials, depending on where we are. But wood is the material that I love the most, and I'm going to tell you the story about wood. And part of the reason I love it is that every time people go into my buildings that are wood, I notice they react completely differently. I've never seen anybody walk into one of my buildings and hug a steel or a concrete column, but I've actually seen that happen in a wood building. I've actually seen how people touch the wood, and I think there's a reason for it. Just like snowflakes, no two pieces of wood can ever be the same anywhere on Earth. That's a wonderful thing. I like to think that wood gives Mother Nature fingerprints in our buildings. It's Mother Nature's fingerprints that make our buildings connect us to nature in the built environment. Now, I live in Vancouver, near a forest that grows to 33 stories tall. Down the coast here in California, the redwood forest grows to 40 stories tall. But the buildings that we think about in wood are only four stories tall in most places on Earth. Even building codes actually limit the ability for us to build much taller than four stories in many places, and that's true here in the United States. Now there are exceptions, but there needs to be some exceptions, and things are going to change, I'm hoping. And the reason I think that way is that today half of us live in cities, and that number is going to grow to 75 percent. Cities and density mean that our buildings are going to continue to be big, and I think there's a role for wood to play in cities. And I feel that way because three billion people in the world today, over the next 20 years, will need a new home. That's 40 percent of the world that are going to need a new building built for them in the next 20 years. Now, one in three people living in cities today actually live in a slum. That's one billion people in the world live in slums. A hundred million people in the world are homeless. The scale of the challenge for architects and for society to deal with in building is to find a solution to house these people. But the challenge is, as we move to cities, cities are built in these two materials, steel and concrete, and they're great materials. They're the materials of the last century. But they're also materials with very high energy and very high greenhouse gas emissions in their process. Steel represents about three percent of man's greenhouse gas emissions, and concrete is over five percent. So if you think about that, eight percent of our contribution to greenhouse gases today comes from those two materials alone. We don't think about it a lot, and unfortunately, we actually don't even think about buildings, I think, as much as we should. This is a U.S. statistic about the impact of greenhouse gases. Almost half of our greenhouse gases are related to the building industry, and if we look at energy, it's the same story. You'll notice that transportation's sort of second down that list, but that's the conversation we mostly hear about. And although a lot of that is about energy, it's also so much about carbon. The problem I see is that, ultimately, the clash of how we solve that problem of serving those three billion people that need a home, and climate change, are a head-on collision about to happen, or already happening. That challenge means that we have to start thinking in new ways, and I think wood is going to be part of that solution, and I'm going to tell you the story of why. As an architect, wood is the only material, big material, that I can build with that's already grown by the power of the sun. When a tree grows in the forest and gives off oxygen and soaks up carbon dioxide, and it dies and it falls to the forest floor, it gives that carbon dioxide back to the atmosphere or into the ground. If it burns in a forest fire, it's going to give that carbon back to the atmosphere as well. But if you take that wood and you put it into a building or into a piece of furniture or into that wooden toy, it actually has an amazing capacity to store the carbon and provide us with a sequestration. One cubic meter of wood will store one tonne of carbon dioxide. Now our two solutions to climate are obviously to reduce our emissions and find storage. Wood is the only major material building material I can build with that actually does both those two things. So I believe that we have an ethic that the Earth grows our food, and we need to move to an ethic in this century that the Earth should grow our homes. Now, how are we going to do that when we're urbanizing at this rate and we think about wood buildings only at four stories? We need to reduce the concrete and steel and we need to grow bigger, and what we've been working on is 30-story tall buildings made of wood. We've been engineering them with an engineer named Eric Karsh who works with me on it, and we've been doing this new work because there are new wood products out there for us to use, and we call them mass timber panels. These are panels made with young trees, small growth trees, small pieces of wood glued together to make panels that are enormous: eight feet wide, 64 feet long, and of various thicknesses. The way I describe this best, I've found, is to say that we're all used to two-by-four construction when we think about wood. That's what people jump to as a conclusion. Two-by-four construction is sort of like the little eight-dot bricks of Lego that we all played with as kids, and you can make all kinds of cool things out of Lego at that size, and out of two-by-fours. But do remember when you were a kid, and you kind of sifted through the pile in your basement, and you found that big 24-dot brick of Lego, and you were kind of like, ""Cool, this is awesome. I can build something really big, and this is going to be great."" That's the change. Mass timber panels are those 24-dot bricks. They're changing the scale of what we can do, and what we've developed is something we call FFTT, which is a Creative Commons solution to building a very flexible system of building with these large panels where we tilt up six stories at a time if we want to. This animation shows you how the building goes together in a very simple way, but these buildings are available for architects and engineers now to build on for different cultures in the world, different architectural styles and characters. In order for us to build safely, we've engineered these buildings, actually, to work in a Vancouver context, where we're a high seismic zone, even at 30 stories tall. Now obviously, every time I bring this up, people even, you know, here at the conference, say, ""Are you serious? Thirty stories? How's that going to happen?"" And there's a lot of really good questions that are asked and important questions that we spent quite a long time working on the answers to as we put together our report and the peer reviewed report. I'm just going to focus on a few of them, and let's start with fire, because I think fire is probably the first one that you're all thinking about right now. Fair enough. And the way I describe it is this. If I asked you to take a match and light it and hold up a log and try to get that log to go on fire, it doesn't happen, right? We all know that. But to build a fire, you kind of start with small pieces of wood and you work your way up, and eventually you can add the log to the fire, and when you do add the log to the fire, of course, it burns, but it burns slowly. Well, mass timber panels, these new products that we're using, are much like the log. It's hard to start them on fire, and when they do, they actually burn extraordinarily predictably, and we can use fire science in order to predict and make these buildings as safe as concrete and as safe as steel. The next big issue, deforestation. Eighteen percent of our contribution to greenhouse gas emissions worldwide is the result of deforestation. The last thing we want to do is cut down trees. Or, the last thing we want to do is cut down the wrong trees. There are models for sustainable forestry that allow us to cut trees properly, and those are the only trees appropriate to use for these kinds of systems. Now I actually think that these ideas will change the economics of deforestation. In countries with deforestation issues, we need to find a way to provide better value for the forest and actually encourage people to make money through very fast growth cycles \u2014 10-, 12-, 15-year-old trees that make these products and allow us to build at this scale. We've calculated a 20-story building: We'll grow enough wood in North America every 13 minutes. That's how much it takes. The carbon story here is a really good one. If we built a 20-story building out of cement and concrete, the process would result in the manufacturing of that cement and 1,200 tonnes of carbon dioxide. If we did it in wood, in this solution, we'd sequester about 3,100 tonnes, for a net difference of 4,300 tonnes. That's the equivalent of about 900 cars removed from the road in one year. Think back to that three billion people that need a new home, and maybe this is a contributor to reducing. We're at the beginning of a revolution, I hope, in the way we build, because this is the first new way to build a skyscraper in probably 100 years or more. But the challenge is changing society's perception of possibility, and it's a huge challenge. The engineering is, truthfully, the easy part of this. And the way I describe it is this. The first skyscraper, technically \u2014 and the definition of a skyscraper is 10 stories tall, believe it or not \u2014 but the first skyscraper was this one in Chicago, and people were terrified to walk underneath this building. But only four years after it was built, Gustave Eiffel was building the Eiffel Tower, and as he built the Eiffel Tower, he changed the skylines of the cities of the world, changed and created a competition between places like New York City and Chicago, where developers started building bigger and bigger buildings and pushing the envelope up higher and higher with better and better engineering. We built this model in New York, actually, as a theoretical model on the campus of a technical university soon to come, and the reason we picked this site to just show you what these buildings may look like, because the exterior can change. It's really just the structure that we're talking about. The reason we picked it is because this is a technical university, and I believe that wood is the most technologically advanced material I can build with. It just happens to be that Mother Nature holds the patent, and we don't really feel comfortable with it. But that's the way it should be, nature's fingerprints in the built environment. I'm looking for this opportunity to create an Eiffel Tower moment, we call it. Buildings are starting to go up around the world. There's a building in London that's nine stories, a new building that just finished in Australia that I believe is 10 or 11. We're starting to push the height up of these wood buildings, and we're hoping, and I'm hoping, that my hometown of Vancouver actually potentially announces the world's tallest at around 20 stories in the not-so-distant future. That Eiffel Tower moment will break the ceiling, these arbitrary ceilings of height, and allow wood buildings to join the competition. And I believe the race is ultimately on. Thank you. (Applause)" +710327,76,"Lisa Gansky, author of ""The Mesh,"" talks about a future of business that's about sharing all kinds of stuff, either via smart and tech-enabled rental or, more boldly, peer-to-peer. Examples across industries -- from music to cars -- show how close we are to this meshy future.",887,TED@MotorCity,1294444800,26,Lisa Gansky,"Lisa Gansky: The future of business is the ""mesh""",1,1297958160,"[{'id': 23, 'name': 'Jaw-dropping', 'count': 10}, {'id': 10, 'name': 'Inspiring', 'count': 138}, {'id': 8, 'name': 'Informative', 'count': 200}, {'id': 25, 'name': 'OK', 'count': 62}, {'id': 21, 'name': 'Unconvincing', 'count': 37}, {'id': 2, 'name': 'Confusing', 'count': 18}, {'id': 11, 'name': 'Longwinded', 'count': 37}, {'id': 24, 'name': 'Persuasive', 'count': 68}, {'id': 22, 'name': 'Fascinating', 'count': 50}, {'id': 9, 'name': 'Ingenious', 'count': 44}, {'id': 1, 'name': 'Beautiful', 'count': 7}, {'id': 26, 'name': 'Obnoxious', 'count': 7}, {'id': 3, 'name': 'Courageous', 'count': 13}, {'id': 7, 'name': 'Funny', 'count': 8}]","[{'id': 247, 'hero': 'https://pe.tedcdn.com/images/ted/38680_480x360.jpg', 'speaker': 'Yochai Benkler', 'title': 'The new open-source economics', 'duration': 1072, 'slug': 'yochai_benkler_on_the_new_open_source_economics', 'viewed_count': 753982}, {'id': 1037, 'hero': 'https://pe.tedcdn.com/images/ted/8e7641dcd3c52ceb27772363bc9efbcfaf8f710a_800x600.jpg', 'speaker': 'Rachel Botsman', 'title': 'The case for collaborative consumption', 'duration': 994, 'slug': 'rachel_botsman_the_case_for_collaborative_consumption', 'viewed_count': 1125093}, {'id': 212, 'hero': 'https://pe.tedcdn.com/images/ted/f33d392bd6c0fccea109345bf3c6a747f0217a96_1600x1200.jpg', 'speaker': 'Robin Chase', 'title': 'The idea behind Zipcar (and what comes next)', 'duration': 819, 'slug': 'robin_chase_on_zipcar_and_her_next_big_idea', 'viewed_count': 434013}, {'id': 1632, 'hero': 'https://pe.tedcdn.com/images/ted/32bf0a8880fea886c23edd03ccfa5c5748bde4c5_1600x1200.jpg', 'speaker': 'Robin Chase', 'title': 'Excuse me, may I rent your car?', 'duration': 744, 'slug': 'robin_chase_excuse_me_may_i_rent_your_car', 'viewed_count': 917865}, {'id': 2443, 'hero': 'https://pe.tedcdn.com/images/ted/2296dcfe9b63f0d79bd2505adeba08a27052d953_2880x1620.jpg', 'speaker': 'Travis Kalanick', 'title': ""Uber's plan to get more people into fewer cars"", 'duration': 1158, 'slug': 'travis_kalanick_uber_s_plan_to_get_more_people_into_fewer_cars', 'viewed_count': 1587471}, {'id': 1174, 'hero': 'https://pe.tedcdn.com/images/ted/229d850b073d6d8ba1f20ee937e88f51802a0a8d_800x600.jpg', 'speaker': 'Bill Ford', 'title': 'A future beyond traffic gridlock', 'duration': 1008, 'slug': 'bill_ford_a_future_beyond_traffic_gridlock', 'viewed_count': 800055}]",Entrepreneur,"['business', 'technology']","The future of business is the ""mesh""","https://www.ted.com/talks/lisa_gansky_the_future_of_business_is_the_mesh +","I'm speaking to you about what I call the ""mesh."" It's essentially a fundamental shift in our relationship with stuff, with the things in our lives. And it's starting to look at \u2014 not always and not for everything \u2014 but in certain moments of time, access to certain kinds of goods and service will trump ownership of them. And so it's the pursuit of better things, easily shared. And we come from a long tradition of sharing. We've shared transportation. We've shared wine and food and other sorts of fabulous experiences in coffee bars in Amsterdam. We've also shared other sorts of entertainment \u2014 sports arenas, public parks, concert halls, libraries, universities. All these things are share-platforms, but sharing ultimately starts and ends with what I refer to as the ""mother of all share-platforms.""And as I think about the mesh and I think about, well, what's driving it, how come it's happening now, I think there's a number of vectors that I want to give you as background. One is the recession \u2014 that the recession has caused us to rethink our relationship with the things in our lives relative to the value \u2014 so starting to align the value with the true cost. Secondly, population growth and density into cities. More people, smaller spaces, less stuff. Climate change: we're trying to reduce the stress in our personal lives and in our communities and on the planet. Also, there's been this recent distrust of big brands, global big brands, in a bunch of different industries, and that's created an opening. Research is showing here, in the States, and in Canada and Western Europe, that most of us are much more open to local companies, or brands that maybe we haven't heard of. Whereas before, we went with the big brands that we were sure we trusted. And last is that we're more connected now to more people on the planet than ever before \u2014 except for if you're sitting next to someone.(Laughter)The other thing that's worth considering is that we've made a huge investment over decades and decades, and tens of billions of dollars have gone into this investment that now is our inheritance. It's a physical infrastructure that allows us to get from point A to point B and move things that way. It's also \u2014 Web and mobile allow us to be connected and create all kinds of platforms and systems, and the investment of those technologies and that infrastructure is really our inheritance. It allows us to engage in really new and interesting ways.And so for me, a mesh company, the ""classic"" mesh company, brings together these three things: our ability to connect to each other \u2014 most of us are walking around with these mobile devices that are GPS-enabled and Web-enabled \u2014 allows us to find each other and find things in time and space. And third is that physical things are readable on a map \u2014 so restaurants, a variety of venues, but also with GPS and other technology like RFID and it continues to expand beyond that, we can also track things that are moving, like a car, a taxicab, a transit system, a box that's moving through time and space. And so that sets up for making access to get goods and services more convenient and less costly in many cases than owning them.For example, I want to use Zipcar. How many people here have experienced car-sharing or bike-sharing? Wow, that's great. Okay, thank you. Basically Zipcar is the largest car-sharing company in the world. They did not invent car-sharing. Car-sharing was actually invented in Europe. One of the founders went to Switzerland, saw it implemented someplace, said, ""Wow, that looks really cool. I think we can do that in Cambridge,"" brought it to Cambridge and they started \u2014 two women \u2014 Robin Chase being the other person who started it. Zipcar got some really important things right. First, they really understood that a brand is a voice and a product is a souvenir. And so they were very clever about the way that they packaged car-sharing. They made it sexy. They made it fresh. They made it aspirational. If you were a member of the club, when you're a member of a club, you're a Zipster. The cars they picked didn't look like ex-cop cars that were hollowed out or something. They picked these sexy cars. They targeted to universities. They made sure that the demographic for who they were targeting and the car was all matching. It was a very nice experience, and the cars were clean and reliable, and it all worked.And so from a branding perspective, they got a lot right. But they understood fundamentally that they are not a car company. They understand that they are an information company. Because when we buy a car we go to the dealer once, we have an interaction, and we're chow \u2014 usually as quickly as possible. But when you're sharing a car and you have a car-share service, you might use an E.V. to commute, you get a truck because you're doing a home project. When you pick your aunt up at the airport, you get a sedan. And you're going to the mountains to ski, you get different accessories put on the car for doing that sort of thing. Meanwhile, these guys are sitting back, collecting all sorts of data about our behavior and how we interact with the service. And so it's not only an option for them, but I believe it's an imperative for Zipcar and other mesh companies to actually just wow us, to be like a concierge service. Because we give them so much information, and they are entitled to really see how it is that we're moving. They're in really good shape to anticipate what we're going to want next.And so what percent of the day do you think the average person uses a car? What percentage of the time? Any guesses? Those are really very good. I was imagining it was like 20 percent when I first started. The number across the U.S. and Western Europe is eight percent. And so basically even if you think it's 10 percent, 90 percent of the time, something that costs us a lot of money \u2014 personally, and also we organize our cities around it and all sorts of things \u2014 90 percent of the time it's sitting around. So for this reason, I think one of the other themes with the mesh is essentially that, if we squeeze hard on things that we've thrown away, there's a lot of value in those things. What set up with Zipcar \u2014 Zipcar started in 2000.In the last year, 2010, two car companies started, one that's in the U.K. called WhipCar, and the other one, RelayRides, in the U.S. They're both peer-to-peer car-sharing services, because the two things that really work for car-sharing is, one, the car has to be available, and two, it's within one or two blocks of where you stand. Well the car that's one or two blocks from your home or your office is probably your neighbor's car, and it's probably also available. So people have created this business. Zipcar started a decade earlier, in 2000. It took them six years to get 1,000 cars in service. WhipCar, which started April of last year, it took them six months to get 1,000 cars in the service. So, really interesting. People are making anywhere between 200 and 700 dollars a month letting their neighbors use their car when they're not using it. So it's like vacation rentals for cars. Since I'm here \u2014 and I hope some people in the audience are in the car business \u2014 (Laughter) \u2014 I'm thinking that, coming from the technology side of things \u2014 we saw cable-ready TVs and WiFi-ready Notebooks \u2014 it would be really great if, any minute now, you guys could start rolling share-ready cars off. Because it just creates more flexibility. It allows us as owners to have other options. And I think we're going there anyway.The opportunity and the challenge with mesh businesses \u2014 and those are businesses like Zipcar or Netflix that are full mesh businesses, or other ones where you have a lot of the car companies, car manufacturers, who are beginning to offer their own car-share services as well as a second flanker brand, or as really a test, I think \u2014 is to make sharing irresistible. We have experiences in our lives, certainly, when sharing has been irresistible. It's just, how do we make that recurrent and scale it? We know also, because we're connected in social networks, that it's easy to create delight in one little place. It's contagious because we're all connected to each other. So if I have a terrific experience and I tweet it, or I tell five people standing next to me, news travels. The opposite, as we know, is also true, often more true.So here we have LudoTruck, which is in L.A., doing the things that gourmet food trucks do, and they've gathered quite a following. In general, and maybe, again, it's because I'm a tech entrepreneur, I look at things as platforms. Platforms are invitations. So creating Craigslist or iTunes and the iPhone developer network, there are all these networks \u2014 Facebook as well. These platforms invite all sorts of developers and all sorts of people to come with their ideas and their opportunity to create and target an application for a particular audience. And honestly, it's full of surprises. Because I don't think any of us in this room could have predicted the sorts of applications that have happened at Facebook, around Facebook, for example, two years ago, when Mark announced that they were going to go with a platform.So in this way, I think that cities are platforms, and certainly Detroit is a platform. The invitation of bringing makers and artists and entrepreneurs \u2014 it really helps stimulate this fiery creativity and helps a city to thrive. It's inviting participation, and cities have, historically, invited all sorts of participation. Now we're saying that there's other options as well. So, for example, city departments can open up transit data. Google has made available transit data API. And so there's about seven or eight cities already in the U.S. that have provided the transit data, and different developers are building applications. So I was having a coffee in Portland, and half-of-a-latte in and the little board in the cafe all of a sudden starts showing me that the next bus is coming in three minutes and the train is coming in 16 minutes. And so it's reliable, real data that's right in my face, where I am, so I can finish the latte.There's this fabulous opportunity we have across the U.S. now: about 21 percent of vacant commercial and industrial space. That space is not vital. The areas around it lack vitality and vibrancy and engagement. There's this thing \u2014 how many people here have heard of pop-up stores or pop-up shops? Oh, great. So I'm a big fan of this. And this is a very mesh-y thing. Essentially, there are all sorts of restaurants in Oakland, near where I live. There's a pop-up general store every three weeks, and they do a fantastic job of making a very social event happening for foodies. Super fun, and it happens in a very transitional neighborhood. Subsequent to that, after it's been going for about a year now, they actually started to lease and create and extend. An area that was edgy-artsy is now starting to become much cooler and engage a lot more people. So this is an example. The Crafty Fox is this woman who's into crafts, and she does these pop-up crafts fairs around London. But these sorts of things are happening in many different environments. From my perspective, one of the things pop-up stores do is create perishability and urgency. It creates two of the favorite words of any businessperson: sold out. And the opportunity to really focus trust and attention is a wonderful thing.So a lot of what we see in the mesh, and a lot of what we have in the platform that we built allows us to define, refine and scale. It allows us to test things as an entrepreneur, to go to market, to be in conversation with people, listen, refine something and go back. It's very cost-effective, and it's very mesh-y. The infrastructure enables that.In closing, and as we're moving towards the end, I just also want to encourage \u2014 and I'm willing to share my failures as well, though not from the stage. (Laughter) I would just like to say that one of the big things, when we look at waste and when we look at ways that we can really be generous and contribute to each other, but also move to create a better economic situation and a better environmental situation, is by sharing failures. And one quick example is Velib, in 2007, came forward in Paris with a very bold proposition, a very big bike-sharing service. They made a lot of mistakes. They had some number of big successes. But they were very transparent, or they had to be, in the way that they exposed what worked and didn't work. And so B.C. in Barcelona and B-cycle and Boris Bikes in London \u2014 no one has had to repeat the version 1.0 screw-ups and expensive learning exercises that happened in Paris. So the opportunity when we're connected is also to share failures and successes.We're at the very beginning of something that, what we're seeing and the way that mesh companies are coming forward, is inviting, it's engaging, but it's very early. I have a website \u2014 it's a directory \u2014 and it started with about 1,200 companies, and in the last two-and-a-half months it's up to about 3,300 companies. And it grows on a very regular daily basis. But it's very much at the beginning.So I just want to welcome all of you onto the ride. And thank you very much.(Applause)" +1507409,266,"In 1969, Buzz Aldrin\u2019s historical step onto the moon leapt mankind into an era of technological possibility. The awesome power of technology was to be used to solve all of our big problems. Fast forward to present day, and what's happened? Are mobile apps all we have to show for ourselves? Journalist Jason Pontin looks closely at the challenges we face to using technology effectively ... for problems that really matter.",603,TED2013,1362009600,29,Jason Pontin,Jason Pontin: Can technology solve our big problems?,1,1380899085,"[{'id': 24, 'name': 'Persuasive', 'count': 140}, {'id': 25, 'name': 'OK', 'count': 106}, {'id': 10, 'name': 'Inspiring', 'count': 162}, {'id': 8, 'name': 'Informative', 'count': 171}, {'id': 22, 'name': 'Fascinating', 'count': 53}, {'id': 9, 'name': 'Ingenious', 'count': 18}, {'id': 21, 'name': 'Unconvincing', 'count': 75}, {'id': 23, 'name': 'Jaw-dropping', 'count': 8}, {'id': 3, 'name': 'Courageous', 'count': 48}, {'id': 2, 'name': 'Confusing', 'count': 30}, {'id': 26, 'name': 'Obnoxious', 'count': 15}, {'id': 11, 'name': 'Longwinded', 'count': 26}, {'id': 7, 'name': 'Funny', 'count': 4}, {'id': 1, 'name': 'Beautiful', 'count': 28}]","[{'id': 876, 'hero': 'https://pe.tedcdn.com/images/ted/175142_800x600.jpg', 'speaker': 'Brian Cox', 'title': 'Why we need the explorers', 'duration': 989, 'slug': 'brian_cox_why_we_need_the_explorers', 'viewed_count': 1616876}, {'id': 306, 'hero': 'https://pe.tedcdn.com/images/ted/496_480x360.jpg', 'speaker': 'Freeman Dyson', 'title': ""Let's look for life in the outer solar system"", 'duration': 1151, 'slug': 'freeman_dyson_says_let_s_look_for_life_in_the_outer_solar_system', 'viewed_count': 895219}, {'id': 770, 'hero': 'https://pe.tedcdn.com/images/ted/151119_800x600.jpg', 'speaker': 'Kevin Kelly', 'title': ""Technology's epic story"", 'duration': 992, 'slug': 'kevin_kelly_tells_technology_s_epic_story', 'viewed_count': 540919}, {'id': 2550, 'hero': 'https://pe.tedcdn.com/images/ted/b6e723006c6adffa0e722954a65459f4ba05bc5d_2880x1620.jpg', 'speaker': 'James Green', 'title': '3 moons and a planet that could have alien life', 'duration': 639, 'slug': 'james_green_3_moons_and_a_planet_that_could_have_alien_life', 'viewed_count': 1465688}, {'id': 399, 'hero': 'https://pe.tedcdn.com/images/ted/58405_480x360.jpg', 'speaker': 'Charles Elachi', 'title': 'The story behind the Mars Rovers', 'duration': 1697, 'slug': 'charles_elachi_on_the_mars_rovers', 'viewed_count': 558746}, {'id': 804, 'hero': 'https://pe.tedcdn.com/images/ted/158868_800x600.jpg', 'speaker': 'Joel Levine', 'title': 'Why we need to go back to Mars', 'duration': 974, 'slug': 'joel_levine', 'viewed_count': 622063}]",Editor,"['NASA', 'astronomy', 'space', 'technology']",Can technology solve our big problems?,"https://www.ted.com/talks/jason_pontin_can_technology_solve_our_big_problems +","So, we used to solve big problems. On July 21st, 1969, Buzz Aldrin climbed out of Apollo 11's lunar module and descended onto the Sea of Tranquility. Armstrong and Aldrin were alone, but their presence on the moon's gray surface was the culmination of a convulsive, collective effort.The Apollo program was the greatest peacetime mobilization in the history of the United States. To get to the moon, NASA spent around 180 billion dollars in today's money, or four percent of the federal budget. Apollo employed around 400,000 people and demanded the collaboration of 20,000 companies, universities and government agencies. People died, including the crew of Apollo 1. But before the Apollo program ended, 24 men flew to the moon. Twelve walked on its surface, of whom Aldrin, following the death of Armstrong last year, is now the most senior.So why did they go? They didn't bring much back: 841 pounds of old rocks, and something all 24 later emphasized \u2014 a new sense of the smallness and the fragility of our common home. Why did they go? The cynical answer is they went because President Kennedy wanted to show the Soviets that his nation had the better rockets. But Kennedy's own words at Rice University in 1962 provide a better clue.(Video) John F. Kennedy: But why, some say, the moon? Why choose this as our goal? And they may well ask, why climb the highest mountain? Why, 35 years ago, fly the Atlantic? Why does Rice play Texas? We choose to go to the moon. We choose to go to the moon. (Applause) We choose to go to the moon in this decade, and do the other things, not because they are easy, but because they are hard.Jason Pontin: To contemporaries, Apollo wasn't only a victory of West over East in the Cold War. At the time, the strongest emotion was of wonder at the transcendent powers of technology. They went because it was a big thing to do. Landing on the moon occurred in the context of a long series of technological triumphs. The first half of the 20th century produced the assembly line and the airplane, penicillin and a vaccine for tuberculosis. In the middle years of the century, polio was eradicated and smallpox eliminated. Technology itself seemed to possess what Alvin Toffler in 1970 called ""accelerative thrust."" For most of human history, we could go no faster than a horse or a boat with a sail, but in 1969, the crew of Apollo 10 flew at 25,000 miles an hour.Since 1970, no human beings have been back to the moon. No one has traveled faster than the crew of Apollo 10, and blithe optimism about technology's powers has evaporated as big problems we had imagined technology would solve, such as going to Mars, creating clean energy, curing cancer, or feeding the world have come to seem intractably hard.I remember watching the liftoff of Apollo 17. I was five years old, and my mother told me not to stare at the fiery exhaust of a Saturn V rocket. I vaguely knew this was to be the last of the moon missions, but I was absolutely certain there would be Mars colonies in my lifetime.So ""Something happened to our capacity to solve big problems with technology"" has become a commonplace. You hear it all the time. We've heard it over the last two days here at TED. It feels as if technologists have diverted us and enriched themselves with trivial toys, with things like iPhones and apps and social media, or algorithms that speed automated trading. There's nothing wrong with most of these things. They've expanded and enriched our lives. But they don't solve humanity's big problems.What happened? So there is a parochial explanation in Silicon Valley, which admits that it has been funding less ambitious companies than it did in the years when it financed Intel, Microsoft, Apple and Genentech. Silicon Valley says the markets are to blame, in particular the incentives that venture capitalists offer to entrepreneurs. Silicon Valley says that venture investing shifted away from funding transformational ideas and towards funding incremental problems or even fake problems. But I don't think that explanation is good enough. It mostly explains what's wrong with Silicon Valley. Even when venture capitalists were at their most risk-happy, they preferred small investments, tiny investments that offered an exit within 10 years. V.C.s have always struggled to invest profitably in technologies such as energy whose capital requirements are huge and whose development is long and lengthy, and V.C.s have never, never funded the development of technologies meant to solve big problems that possess no immediate commercial value. No, the reasons we can't solve big problems are more complicated and more profound.Sometimes we choose not to solve big problems. We could go to Mars if we want. NASA even has the outline of a plan. But going to Mars would follow a political decision with popular appeal, and that will never happen. We won't go to Mars, because everyone thinks there are more important things to do here on Earth.Sometimes, we can't solve big problems because our political systems fail. Today, less than two percent of the world's energy consumption derives from advanced, renewable sources such as solar, wind and biofuels, less than two percent, and the reason is purely economic. Coal and natural gas are cheaper than solar and wind, and petroleum is cheaper than biofuels. We want alternative energy sources that can compete on price. None exist. Now, technologists, business leaders and economists all basically agree on what national policies and international treaties would spur the development of alternative energy: mostly, a significant increase in energy research and development, and some kind of price on carbon. But there's no hope in the present political climate that we will see U.S. energy policy or international treaties that reflect that consensus.Sometimes, big problems that had seemed technological turn out not to be so. Famines were long understood to be caused by failures in food supply. But 30 years of research have taught us that famines are political crises that catastrophically affect food distribution. Technology can improve things like crop yields or systems for storing and transporting food, but there will be famines so long as there are bad governments.Finally, big problems sometimes elude solution because we don't really understand the problem. President Nixon declared war on cancer in 1971, but we soon discovered there are many kinds of cancer, most of them fiendishly resistant to therapy, and it is only in the last 10 years that effective, viable therapies have come to seem real. Hard problems are hard.It's not true that we can't solve big problems through technology. We can, we must, but these four elements must all be present: Political leaders and the public must care to solve a problem; institutions must support its solution; It must really be a technological problem; and we must understand it.The Apollo mission, which has become a kind of metaphor for technology's capacity to solve big problems, met these criteria. But it is an irreproducible model for the future. It is not 1961. There is no galvanizing contest like the Cold War, no politician like John Kennedy who can heroize the difficult and the dangerous, and no popular science fictional mythology such as exploring the solar system. Most of all, going to the moon turned out to be easy. It was just three days away. And arguably it wasn't even solving much of a problem.We are left alone with our day, and the solutions of the future will be harder won. God knows, we don't lack for the challenges.Thank you very much.(Applause)" +2138907,88,"Al Seckel, a cognitive neuroscientist, explores the perceptual illusions that fool our brains. Loads of eye tricks help him prove that not only are we easily fooled, we kind of like it.",873,TED2004,1077753600,31,Al Seckel,Al Seckel: Visual illusions that show how we (mis)think,1,1175731860,"[{'id': 2, 'name': 'Confusing', 'count': 80}, {'id': 11, 'name': 'Longwinded', 'count': 123}, {'id': 1, 'name': 'Beautiful', 'count': 109}, {'id': 7, 'name': 'Funny', 'count': 319}, {'id': 9, 'name': 'Ingenious', 'count': 221}, {'id': 8, 'name': 'Informative', 'count': 173}, {'id': 22, 'name': 'Fascinating', 'count': 367}, {'id': 21, 'name': 'Unconvincing', 'count': 102}, {'id': 10, 'name': 'Inspiring', 'count': 62}, {'id': 25, 'name': 'OK', 'count': 284}, {'id': 26, 'name': 'Obnoxious', 'count': 35}, {'id': 23, 'name': 'Jaw-dropping', 'count': 93}, {'id': 24, 'name': 'Persuasive', 'count': 32}, {'id': 3, 'name': 'Courageous', 'count': 2}]","[{'id': 32, 'hero': 'https://pe.tedcdn.com/images/ted/c29cd3594b3be9c5290242f636b79e33e138e488_1600x1200.jpg', 'speaker': 'Vik Muniz', 'title': 'Art with wire, sugar, chocolate and string', 'duration': 891, 'slug': 'vik_muniz_makes_art_with_wire_sugar', 'viewed_count': 1149090}, {'id': 22, 'hero': 'https://pe.tedcdn.com/images/ted/f9e5462fd10b5130015fab95f3be6ace3e0f4ef4_1600x1200.jpg', 'speaker': 'Michael Shermer', 'title': 'Why people believe weird things', 'duration': 805, 'slug': 'michael_shermer_on_believing_strange_things', 'viewed_count': 5364641}, {'id': 310, 'hero': 'https://pe.tedcdn.com/images/ted/ca1e26fd8ec5793c6bf2d1519700babd038c71c7_1600x1200.jpg', 'speaker': 'Keith Barry', 'title': 'Brain magic', 'duration': 1189, 'slug': 'keith_barry_does_brain_magic', 'viewed_count': 13327074}, {'id': 1334, 'hero': 'https://pe.tedcdn.com/images/ted/a2ed9be6bbf45fdb1362e779a2006db63ac9037a_800x600.jpg', 'speaker': 'Julian Baggini', 'title': 'Is there a real you?', 'duration': 719, 'slug': 'julian_baggini_is_there_a_real_you', 'viewed_count': 1005245}, {'id': 1607, 'hero': 'https://pe.tedcdn.com/images/ted/2ff7ff0cde75d2a906557697701d2cf714763984_1600x1200.jpg', 'speaker': 'Matt Killingsworth', 'title': 'Want to be happier? Stay in the moment', 'duration': 616, 'slug': 'matt_killingsworth_want_to_be_happier_stay_in_the_moment', 'viewed_count': 2723852}, {'id': 97, 'hero': 'https://pe.tedcdn.com/images/ted/016a827cc0757092a0439ab2a63feca8655b6c29_1600x1200.jpg', 'speaker': 'Dan Gilbert', 'title': 'The surprising science of happiness', 'duration': 1276, 'slug': 'dan_gilbert_asks_why_are_we_happy', 'viewed_count': 14689320}]",Master of visual illusions,"['brain', 'cognitive science', 'culture', 'design', 'illusion', 'psychology']",Visual illusions that show how we (mis)think,"https://www.ted.com/talks/al_seckel_says_our_brains_are_mis_wired +","We're going to talk \u2014 my \u2014 a new lecture, just for TED \u2014 and I'm going show you some illusions that we've created for TED, and I'm going to try to relate this to happiness. What I was thinking about with happiness is, what gives happiness \u2014 or happiness, which I equate with joy in my particular area, and I think there's something very fundamental. And I was thinking about this. And it's in terms of both illusions and movies that we go see and jokes and magic shows is that there's something about these things where our expectations are violated in some sort of pleasing way. You go see a movie. And it has an unexpected twist \u2014 something that you didn't expect \u2014 and you find a joyful experience. You look at those sort of illusions in my book and it's not as what you'd expect. And there's something joyful about it. And it's the same thing with jokes and all these sorts of things. So, what I'm going to try and do in my lecture is go a little bit further and see if I can violate your expectations in a pleasing way. I mean, sometimes expectations that are violated are not pleasant, but I'm going to try to do it in a pleasant way, in a very primal way, so I can make the audience here happy.So I'm going to show you some ways that we can violate your expectations. First of all, I want to show you the particular illusion here. I want you first of all when it pops up on the screen to notice that the two holes are perpendicular to each other. These are all perceptual tricks. These are real objects that I'm going to show you. Now I'm going to show you how it is done. I've looped the film here so you can get a very interesting experience. I want you to see how this illusion is constructed, and it's going to rotate so you see that it's inside out. Now watch, as it rotates back, how quickly your perception snaps. OK now. Watch it as it rotates back again. And this is a very bright audience, all right? See if you can stop it from happening, even though you know 100 percent it's true that \u2014 bam! You can't undo it. What does that tell you about yourselves? We're going to do it again. No doubt about it. See if you can stop it from happening. No. It's difficult.And we can violate your expectations in a whole variety of ways about representation, about shape, about color and so forth and it's very primal. And it's an interesting question to ponder, why these things \u2014 we find these things joyful. Why would we find them joyful? So, here's something that Lionel did a while ago. I like these sort of little things like this.Again, this is not an optical trick. This is what you would see. In other words, it's not a camera cut. It's a perceptual trick. OK. We can violate your expectations about shape. We can violate your expectations on representation \u2014 what an image represents. What do you see here? How many of you here see dolphins? Raise your hand if you see dolphins. OK, those people who raised their hands, afterwards, the rest of the audience, go talk to them, all right? Actually, this is the best example of priming by experience that I know. If you are a child under the age of 10 who haven't been ruined yet, you will look at this image and see dolphins. Now, some of you adults here are saying, ""What dolphins? What dolphins?"" But in fact, if you reversed the figure ground \u2014 in other words, the dark areas here \u2014 I forgot to ask for a pointer \u2014 but if you reverse it, you'll see a whole series of little dolphins. By the way, if you're also a student at CalTech \u2014 they also tend to just see the dolphins. It's based on experience.Now, something like this can be used because this is after all talk about design, too. This was done by Saatchi and Saatchi, and they actually got away with this ad in Australia. So, if you look at this ad for beer, all those people are in sort of provocative positions. But they got it passed, and actually won the Clio awards, so it's funny how you can do these things. Remember that sort of, um. This is the joke I did when the Florida ballot was going around. You know, count the dots for Gore; count the dots for Bush; count 'em again ...You can violate your expectations about experience. Here is an outside water fountain that I created with some friends of mine, but you can stop the water in drops and \u2014 actually make all the drops levitate. This is something we're building for, you know, amusement parks and that kind of stuff. Now let's take a static image. Can you see this? Do you see the middle section moving down and the outer sections moving up? It's completely static. It's a static image. How many people see this illusion? It's completely static. Right. Now, when \u2014 it's interesting that when we look at an image we see, you know, color, depth, texture. And you can look at this whole scene and analyze it. You can see the woman is in closer than the wall and so forth. But the whole thing is actually flat. It's painted. It's trompe l'oeil. And it was such a good trompe l'oeil that people got irritated when they tried to talk to the woman and she wouldn't respond.Now, you can make design mistakes. Like this building in New York. So that when you see it from this side, it looks like the balconies tilt up, and when you walk around to the other side it looks like the balconies go down. So there are cases where you have mistakes in design that incorporate illusions. Or, you take this particular un-retouched photograph. Now, interestingly enough, I get a lot of emails from people who say, ""Is there any perceptual difference between males and females?"" And I really say, ""No."" I mean, women can navigate through the world just as well as males can \u2014 and why wouldn't they? However, this is the one illusion that women can consistently do better than males: in matching which head because they rely on fashion cues. They can match the hat.Okay, now getting to a part \u2014 I want to show design in illusions. I believe that the first example of illusions being used purposely was by da Vinci in this anamorphic image of an eye. So that when you saw from one little angle was like this. And this little technique got popular in the 16th century and the 17th century to disguise hidden meanings, where you could flip the image and see it from one little point of view like this. But these are early incorporations of illusions brought to \u2014 sort of high point with Hans Holbein's ""Ambassadors."" And Hans Holbein worked for Henry VIII. This was hung on a wall where you could walk down from the stair and you can see this hidden skull.All right, now I'm going to show you some designers who work with illusions to give that element of surprise. One of my favorites is Scott Kim. I worked with Scott to create some illusions for TED that I hope you will enjoy. We have one here on TED and happiness. OK now. Arthur [Ganson] hasn't talked yet, but his is going to be a delightful talk and he has some of his really fantastic machines outside. And so, we \u2014 Scott created this wonderful tribute to Arthur Ganson.Well, there's analog and digital. Thought that was appropriate here. And figure goes to ground. And for the musicians. And of course, since happiness \u2014 we want ""joy to the world."" Now, another great designer \u2014 he's very well known in Japan \u2014 Shigeo Fukuda. And he just builds some fantastic things. This is simply amazing. This is a pile of junk that when you view it from one particular angle, you see its reflection in the mirror as a perfect piano. Pianist transforms to violinist. This is really wild. This assemblage of forks, knives and spoons and various cutlery, welded together. It gives a shadow of a motorcycle. You learn something in the sort of thing that I do, which is there are people out there with a lot of time on their hands.Ken Knowlton does wonderful composite images, like creating Jacques Cousteau out of seashells \u2014 un-retouched seashells, but just by rearranging them. He did Einstein out of dice because, after all, Einstein said, ""God does not play dice with the universe."" Bert Herzog out of un-retouched keyboards. Will Shortz, crossword puzzle. John Cederquist does these wonderful trompe l'oeil cabinets.Now, I'm going to skip ahead since I'm sort of running [behind]. I want to show you quickly what I've created, some new type of illusions. I've done something with taking the Pixar-type illusions. So you see these kids the same size here, running down the hall. The two table tops of the same size. They're looking out two directions at once. You have a larger piece fitting in with a smaller. And that's something for you to think about, all right? So you see larger pieces fitting in within smaller pieces here. Does everyone see that? Which is impossible. You can see the two kids are looking out simultaneously out of two different directions at once. Now can you believe these two table tops are the same size and shape? They are. So, if you measured them, they would be. And as I say, those two figures are identical in size and shape. And it's interesting, by doing this in this sort of rendered fashion, how much stronger the illusions are. Any case, I hope this has brought you a little joy and happiness, and if you're interested in seeing more cool effects, see me outside. I'd be happy to show you lots of things." +1202928,188,"Designer Jessi Arrington packed nothing for TEDActive but 7 pairs of undies, buying the rest of her clothes in thrift stores around LA. It's a meditation on conscious consumption -- wrapped in a rainbow of color and creativity.",324,TEDActive 2011,1299110400,39,Jessi Arrington,Jessi Arrington: Wearing nothing new,1,1307124300,"[{'id': 10, 'name': 'Inspiring', 'count': 518}, {'id': 7, 'name': 'Funny', 'count': 311}, {'id': 1, 'name': 'Beautiful', 'count': 311}, {'id': 3, 'name': 'Courageous', 'count': 172}, {'id': 8, 'name': 'Informative', 'count': 44}, {'id': 24, 'name': 'Persuasive', 'count': 128}, {'id': 9, 'name': 'Ingenious', 'count': 151}, {'id': 25, 'name': 'OK', 'count': 140}, {'id': 2, 'name': 'Confusing', 'count': 11}, {'id': 21, 'name': 'Unconvincing', 'count': 91}, {'id': 22, 'name': 'Fascinating', 'count': 101}, {'id': 26, 'name': 'Obnoxious', 'count': 84}, {'id': 23, 'name': 'Jaw-dropping', 'count': 16}, {'id': 11, 'name': 'Longwinded', 'count': 17}]","[{'id': 1037, 'hero': 'https://pe.tedcdn.com/images/ted/8e7641dcd3c52ceb27772363bc9efbcfaf8f710a_800x600.jpg', 'speaker': 'Rachel Botsman', 'title': 'The case for collaborative consumption', 'duration': 994, 'slug': 'rachel_botsman_the_case_for_collaborative_consumption', 'viewed_count': 1125094}, {'id': 434, 'hero': 'https://pe.tedcdn.com/images/ted/65912_800x600.jpg', 'speaker': 'Joseph Pine', 'title': 'What consumers want', 'duration': 859, 'slug': 'joseph_pine_on_what_consumers_want', 'viewed_count': 930670}, {'id': 1048, 'hero': 'https://pe.tedcdn.com/images/ted/176d38e695e7b04eed3589690f4a73cc6c30b65b_800x600.jpg', 'speaker': 'Neil Pasricha', 'title': ""The 3 A's of awesome"", 'duration': 1053, 'slug': 'neil_pasricha_the_3_a_s_of_awesome', 'viewed_count': 2859648}, {'id': 2770, 'hero': 'https://pe.tedcdn.com/images/ted/ea594390cecc864357ebd75866ab69a68ea141f9_2880x1620.jpg', 'speaker': 'Serena Williams and Gayle King', 'title': 'On tennis, love and motherhood', 'duration': 1108, 'slug': 'serena_williams_gayle_king_on_tennis_love_and_motherhood', 'viewed_count': 1425667}, {'id': 1647, 'hero': 'https://pe.tedcdn.com/images/ted/1ba3bd800cbe51ac330462531885224ea07fae36_1600x1200.jpg', 'speaker': 'Cameron Russell', 'title': ""Looks aren't everything. Believe me, I'm a model."", 'duration': 577, 'slug': 'cameron_russell_looks_aren_t_everything_believe_me_i_m_a_model', 'viewed_count': 19787307}, {'id': 2264, 'hero': 'https://pe.tedcdn.com/images/ted/2f500bfac6fa50bc2abe67459d36c9c3f0e3e48a_2880x1620.jpg', 'speaker': 'Jimmy Nelson', 'title': ""Gorgeous portraits of the world's vanishing people"", 'duration': 1038, 'slug': 'jimmy_nelson_gorgeous_portraits_of_the_world_s_vanishing_people', 'viewed_count': 1339802}]",Designer,"['consumerism', 'creativity', 'culture', 'design', 'fashion']",Wearing nothing new,"https://www.ted.com/talks/jessi_arrington_wearing_nothing_new +","I'm Jessi, and this is my suitcase. But before I show you what I've got inside, I'm going to make a very public confession, and that is, I'm outfit-obsessed. I love finding, wearing, and more recently, photographing and blogging a different, colorful, crazy outfit for every single occasion. But I don't buy anything new. I get all my clothes secondhand from flea markets and thrift stores. Aww, thank you. Secondhand shopping allows me to reduce the impact my wardrobe has on the environment and on my wallet. I get to meet all kinds of great people; my dollars usually go to a good cause; I look pretty unique; and it makes shopping like my own personal treasure hunt. I mean, what am I going to find today? Is it going to be my size? Will I like the color? Will it be under $20? If all the answers are yes, I feel as though I've won.I want to get back to my suitcase and tell you what I packed for this exciting week here at TED. I mean, what does somebody with all these outfits bring with her? So I'm going to show you exactly what I brought. I brought seven pairs of underpants and that's it. Exactly one week's worth of undies is all I put in my suitcase. I was betting that I'd be able to find everything else I could possible want to wear once I got here to Palm Springs. And since you don't know me as the woman walking around TED in her underwear \u2014 (Laughter) that means I found a few things. And I'd really love to show you my week's worth of outfits right now. Does that sound good? (Applause) So as I do this, I'm also going to tell you a few of the life lessons that, believe it or not, I have picked up in these adventures wearing nothing new.So let's start with Sunday. I call this ""Shiny Tiger."" You do not have to spend a lot of money to look great. You can almost always look phenomenal for under $50. This whole outfit, including the jacket, cost me $55, and it was the most expensive thing that I wore the entire week.Monday: Color is powerful. It is almost physiologically impossible to be in a bad mood when you're wearing bright red pants. (Laughter) If you are happy, you are going to attract other happy people to you.Tuesday: Fitting in is way overrated. I've spent a whole lot of my life trying to be myself and at the same time fit in. Just be who you are. If you are surrounding yourself with the right people, they will not only get it, they will appreciate it.Wednesday: Embrace your inner child. Sometimes people tell me that I look like I'm playing dress-up, or that I remind them of their seven-year-old. I like to smile and say, ""Thank you.""Thursday: Confidence is key. If you think you look good in something, you almost certainly do. And if you don't think you look good in something, you're also probably right. I grew up with a mom who taught me this day-in and day-out. But it wasn't until I turned 30 that I really got what this meant. And I'm going to break it down for you for just a second. If you believe you're a beautiful person inside and out, there is no look that you can't pull off. So there is no excuse for any of us here in this audience. We should be able to rock anything we want to rock. Thank you.(Applause)Friday: A universal truth \u2014 five words for you: Gold sequins go with everything.And finally, Saturday: Developing your own unique personal style is a really great way to tell the world something about you without having to say a word. It's been proven to me time and time again as people have walked up to me this week simply because of what I'm wearing, and we've had great conversations.So obviously this is not all going to fit back in my tiny suitcase. So before I go home to Brooklyn, I'm going to donate everything back. Because the lesson I'm trying to learn myself this week is that it's okay to let go. I don't need to get emotionally attached to these things because around the corner, there is always going to be another crazy, colorful, shiny outfit just waiting for me, if I put a little love in my heart and look.Thank you very much.(Applause)Thank you.(Applause)" +9260764,556,"Anthropologist Helen Fisher takes on a tricky topic \u2013 love \u2013 and explains its evolution, its biochemical foundations and its social importance. She closes with a warning about the potential disaster inherent in antidepressant abuse.",1407,TED2006,1140739200,33,Helen Fisher,"Helen Fisher: Why we love, why we cheat",1,1157501460,"[{'id': 7, 'name': 'Funny', 'count': 780}, {'id': 3, 'name': 'Courageous', 'count': 177}, {'id': 1, 'name': 'Beautiful', 'count': 864}, {'id': 9, 'name': 'Ingenious', 'count': 345}, {'id': 21, 'name': 'Unconvincing', 'count': 249}, {'id': 8, 'name': 'Informative', 'count': 2591}, {'id': 10, 'name': 'Inspiring', 'count': 1083}, {'id': 22, 'name': 'Fascinating', 'count': 2106}, {'id': 11, 'name': 'Longwinded', 'count': 245}, {'id': 2, 'name': 'Confusing', 'count': 115}, {'id': 24, 'name': 'Persuasive', 'count': 1513}, {'id': 25, 'name': 'OK', 'count': 394}, {'id': 23, 'name': 'Jaw-dropping', 'count': 207}, {'id': 26, 'name': 'Obnoxious', 'count': 111}]","[{'id': 307, 'hero': 'https://pe.tedcdn.com/images/ted/dfda28474d713d1de50dd1cc5f67c299c8b6eb80_2880x1620.jpg', 'speaker': 'Helen Fisher', 'title': 'The brain in love', 'duration': 956, 'slug': 'helen_fisher_studies_the_brain_in_love', 'viewed_count': 4883067}, {'id': 374, 'hero': 'https://pe.tedcdn.com/images/ted/078a7ecb2d3088979fc2e0e09a51572e372b28c7_2880x1620.jpg', 'speaker': 'John Hodgman', 'title': 'Aliens, love -- where are they?', 'duration': 1000, 'slug': 'john_hodgman_s_brief_digression', 'viewed_count': 1935199}, {'id': 1669, 'hero': 'https://pe.tedcdn.com/images/ted/f0420115a72f8b4ce1f54bdf96dd3dc700fee0aa_2880x1620.jpg', 'speaker': 'Esther Perel', 'title': 'The secret to desire in a long-term relationship', 'duration': 1150, 'slug': 'esther_perel_the_secret_to_desire_in_a_long_term_relationship', 'viewed_count': 10523178}, {'id': 2590, 'hero': 'https://pe.tedcdn.com/images/ted/258c5275b201c958dcd88d088ef3205f9b82c20c_2880x1620.jpg', 'speaker': 'Helen Fisher', 'title': ""Technology hasn't changed love. Here's why"", 'duration': 1145, 'slug': 'helen_fisher_technology_hasn_t_changed_love_here_s_why', 'viewed_count': 1593311}, {'id': 2661, 'hero': 'https://pe.tedcdn.com/images/ted/5d9410d3b8233def4630b48a46e6486333c5a326_2880x1620.jpg', 'speaker': 'Mandy Len Catron', 'title': 'A better way to talk about love', 'duration': 917, 'slug': 'mandy_len_catron_a_better_way_to_talk_about_love', 'viewed_count': 1802045}, {'id': 2330, 'hero': 'https://pe.tedcdn.com/images/ted/2408fa2789737bcb531459590221ac4f46aa587c_2880x1620.jpg', 'speaker': 'Mandy Len Catron', 'title': 'Falling in love is the easy part', 'duration': 833, 'slug': 'mandy_len_catron_falling_in_love_is_the_easy_part', 'viewed_count': 3098117}]","Anthropologist, expert on love","['cognitive science', 'culture', 'evolution', 'gender', 'love', 'psychology', 'relationships', 'science']","Why we love, why we cheat","https://www.ted.com/talks/helen_fisher_tells_us_why_we_love_cheat +","I'd like to talk today about the two biggest social trends in the coming century, and perhaps in the next 10,000 years. But I want to start with my work on romantic love, because that's my most recent work. What I and my colleagues did was put 32 people, who were madly in love, into a functional MRI brain scanner. 17 who were madly in love and their love was accepted; and 15 who were madly in love and they had just been dumped. And so I want to tell you about that first, and then go on into where I think love is going.(Laughter)""What 'tis to love?"" Shakespeare said. I think our ancestors \u2014 I think human beings have been wondering about this question since they sat around their campfires or lay and watched the stars a million years ago. I started out by trying to figure out what romantic love was by looking at the last 45 years of the psychological research and as it turns out, there's a very specific group of things that happen when you fall in love. The first thing that happens is, a person begins to take on what I call, ""special meaning."" As a truck driver once said to me, ""The world had a new center, and that center was Mary Anne.""George Bernard Shaw said it differently. ""Love consists of overestimating the differences between one woman and another."" And indeed, that's what we do.(Laughter)And then you just focus on this person. You can list what you don't like about them, but then you sweep that aside and focus on what you do. As Chaucer said, ""Love is blind.""In trying to understand romantic love, I decided I would read poetry from all over the world, and I just want to give you one very short poem from eighth-century China, because it's an almost perfect example of a man who is focused totally on a particular woman. It's a little bit like when you are madly in love with somebody and you walk into a parking lot \u2014 their car is different from every other car in the parking lot. Their wine glass at dinner is different from every other wine glass at the dinner party. And in this case, a man got hooked on a bamboo sleeping mat.And it goes like this. It's by a guy called Yuan Zhen. ""I cannot bear to put away the bamboo sleeping mat. The night I brought you home, I watched you roll it out."" He became hooked on a sleeping mat, probably because of elevated activity of dopamine in his brain, just like with you and me.But anyway, not only does this person take on special meaning, you focus your attention on them. You aggrandize them. But you have intense energy. As one Polynesian said, ""I felt like jumping in the sky."" You're up all night. You're walking till dawn. You feel intense elation when things are going well; mood swings into horrible despair when things are going poorly. Real dependence on this person. As one businessman in New York said to me, ""Anything she liked, I liked."" Simple. Romantic love is very simple.You become extremely sexually possessive. You know, if you're just sleeping with somebody casually, you don't really care if they're sleeping with somebody else. But the moment you fall in love, you become extremely sexually possessive of them. I think there's a Darwinian purpose to this. The whole point of this is to pull two people together strongly enough to begin to rear babies as a team.But the main characteristics of romantic love are craving: an intense craving to be with a particular person, not just sexually, but emotionally. It would be nice to go to bed with them, but you want them to call you on the telephone, to invite you out, etc., to tell you that they love you. The other main characteristic is motivation. The motor in the brain begins to crank, and you want this person.And last but not least, it is an obsession. Before I put these people in the MRI machine, I would ask them all kinds of questions. But my most important question was always the same. It was: ""What percentage of the day and night do you think about this person?"" And indeed, they would say, ""All day. All night. I can never stop thinking about him or her.""And then, the very last question \u2014 I would always have to work myself up to this question, because I'm not a psychologist. I don't work with people in any kind of traumatic situation. My final question was always the same. I would say, ""Would you die for him or her?"" And, indeed, these people would say ""Yes!"" as if I had asked them to pass the salt. I was just staggered by it.So we scanned their brains, looking at a photograph of their sweetheart and looking at a neutral photograph, with a distraction task in between. So we could look at the same brain when it was in that heightened state and when it was in a resting state. And we found activity in a lot of brain regions. In fact, one of the most important was a brain region that becomes active when you feel the rush of cocaine. And indeed, that's exactly what happens.I began to realize that romantic love is not an emotion. In fact, I had always thought it was a series of emotions, from very high to very low. But actually, it's a drive. It comes from the motor of the mind, the wanting part of the mind, the craving part of the mind. The kind of part of the mind when you're reaching for that piece of chocolate, when you want to win that promotion at work. The motor of the brain. It's a drive.And in fact, I think it's more powerful than the sex drive. You know, if you ask somebody to go to bed with you, and they say, ""No, thank you,"" you certainly don't kill yourself or slip into a clinical depression. But certainly, around the world, people who are rejected in love will kill for it. People live for love. They kill for love. They die for love. They have songs, poems, novels, sculptures, paintings, myths, legends. In over 175 societies, people have left their evidence of this powerful brain system. I have come to think it's one of the most powerful brain systems on Earth for both great joy and great sorrow.And I've also come to think that it's one of three basically different brain systems that evolved from mating and reproduction. One is the sex drive: the craving for sexual gratification. W.H. Auden called it an ""intolerable neural itch,"" and indeed, that's what it is. It keeps bothering you a little bit, like being hungry. The second of these three brain systems is romantic love: that elation, obsession of early love. And the third brain system is attachment: that sense of calm and security you can feel for a long-term partner.And I think that the sex drive evolved to get you out there, looking for a whole range of partners. You can feel it when you're just driving along in your car. It can be focused on nobody. I think romantic love evolved to enable you to focus your mating energy on just one individual at a time, thereby conserving mating time and energy. And I think that attachment, the third brain system, evolved to enable you to tolerate this human being at least long enough to raise a child together as a team. So with that preamble, I want to go into discussing the two most profound social trends. One of the last 10,000 years and the other, certainly of the last 25 years, that are going to have an impact on these three different brain systems: lust, romantic love and deep attachment to a partner.The first is women working, moving into the workforce. I've looked at 130 societies through the demographic yearbooks of the United Nations. Everywhere in the world, 129 out of 130 of them, women are not only moving into the job market \u2014 sometimes very, very slowly, but they are moving into the job market \u2014 and they are very slowly closing that gap between men and women in terms of economic power, health and education. It's very slow.For every trend on this planet, there's a counter-trend. We all know of them, but nevertheless \u2014 the Arabs say, ""The dogs may bark, but the caravan moves on."" And, indeed, that caravan is moving on. Women are moving back into the job market. And I say back into the job market, because this is not new. For millions of years, on the grasslands of Africa, women commuted to work to gather their vegetables. They came home with 60 to 80 percent of the evening meal. The double income family was the standard. And women were regarded as just as economically, socially and sexually powerful as men. In short, we're really moving forward to the past.Then, women's worst invention was the plow. With the beginning of plow agriculture, men's roles became extremely powerful. Women lost their ancient jobs as collectors, but then with the industrial revolution and the post-industrial revolution they're moving back into the job market. In short, they are acquiring the status that they had a million years ago, 10,000 years ago, 100,000 years ago. We are seeing now one of the most remarkable traditions in the history of the human animal. And it's going to have an impact.I generally give a whole lecture on the impact of women on the business community. I'll say just a couple of things, and then go on to sex and love. There's a lot of gender differences; anybody who thinks men and women are alike simply never had a boy and a girl child. I don't know why they want to think that men and women are alike. There's much we have in common, but there's a whole lot that we do not have in common.We are \u2014 in the words of Ted Hughes, ""I think that we are like two feet. We need each other to get ahead."" But we did not evolve to have the same brain. And we're finding more and more gender differences in the brain. I'll only just use a couple and then move on to sex and love. One of them is women's verbal ability. Women can talk.Women's ability to find the right word rapidly, basic articulation goes up in the middle of the menstrual cycle, when estrogen levels peak. But even at menstruation, they're better than the average man. Women can talk. They've been doing it for a million years; words were women's tools. They held that baby in front of their face, cajoling it, reprimanding it, educating it with words. And, indeed, they're becoming a very powerful force.Even in places like India and Japan, where women are not moving rapidly into the regular job market, they're moving into journalism. And I think that the television is like the global campfire. We sit around it and it shapes our minds. Almost always, when I'm on TV, the producer who calls me, who negotiates what we're going to say, is a woman. In fact, Solzhenitsyn once said, ""To have a great writer is to have another government.""Today 54 percent of people who are writers in America are women. It's one of many, many characteristics that women have that they will bring into the job market. They've got incredible people skills, negotiating skills. They're highly imaginative. We now know the brain circuitry of imagination, of long-term planning. They tend to be web thinkers. Because the female parts of the brain are better connected, they tend to collect more pieces of data when they think, put them into more complex patterns, see more options and outcomes. They tend to be contextual, holistic thinkers, what I call web thinkers.Men tend to \u2014 and these are averages \u2014 tend to get rid of what they regard as extraneous, focus on what they do, and move in a more step-by-step thinking pattern. They're both perfectly good ways of thinking. We need both of them to get ahead. In fact, there's many more male geniuses in the world. And there's also many more male idiots in the world.(Laughter)When the male brain works well, it works extremely well. And what I really think that we're doing is, we're moving towards a collaborative society, a society in which the talents of both men and women are becoming understood and valued and employed.But in fact, women moving into the job market is having a huge impact on sex and romance and family life. Foremost, women are starting to express their sexuality. I'm always astonished when people come to me and say, ""Why is it that men are so adulterous?"" ""Why do you think more men are adulterous than women?"" ""Well, men are more adulterous!"" And I say, ""Who do you think these men are sleeping with?""(Laughter)And \u2014 basic math!Anyway. In the Western world, women start sooner at sex, have more partners, express less remorse for the partners that they do, marry later, have fewer children, leave bad marriages in order to get good ones. We are seeing the rise of female sexual expression. And, indeed, once again we're moving forward to the kind of sexual expression that we probably saw on the grasslands of Africa a million years ago, because this is the kind of sexual expression that we see in hunting and gathering societies today.We're also returning to an ancient form of marriage equality. They're now saying that the 21st century is going to be the century of what they call the ""symmetrical marriage,"" or the ""pure marriage,"" or the ""companionate marriage."" This is a marriage between equals, moving forward to a pattern that is highly compatible with the ancient human spirit.We're also seeing a rise of romantic love. 91 percent of American women and 86 percent of American men would not marry somebody who had every single quality they were looking for in a partner, if they were not in love with that person. People around the world, in a study of 37 societies, want to be in love with the person that they marry. Indeed, arranged marriages are on their way off this braid of human life.I even think that marriages might even become more stable because of the second great world trend. The first one being women moving into the job market, the second one being the aging world population. They're now saying that in America, that middle age should be regarded as up to age 85. Because in that highest age category of 76 to 85, as much as 40 percent of people have nothing really wrong with them. So we're seeing there's a real extension of middle age.For one of my books, I looked at divorce data in 58 societies. And as it turns out, the older you get, the less likely you are to divorce. So the divorce rate right now is stable in America, and it's actually beginning to decline. It may decline some more. I would even say that with Viagra, estrogen replacement, hip replacements and the incredibly interesting women \u2014 women have never been as interesting as they are now. Not at any time on this planet have women been so educated, so interesting, so capable. And so I honestly think that if there really was ever a time in human evolution when we have the opportunity to make good marriages, that time is now.However, there's always kinds of complications in this. These three brain systems \u2014 lust, romantic love and attachment \u2014 don't always go together. They can go together, by the way. That's why casual sex isn't so casual. With orgasm you get a spike of dopamine. Dopamine's associated with romantic love, and you can just fall in love with somebody who you're just having casual sex with. With orgasm, then you get a real rush of oxytocin and vasopressin \u2014 those are associated with attachment. This is why you can feel such a sense of cosmic union with somebody after you've made love to them.But these three brain systems: lust, romantic love and attachment, aren't always connected to each other. You can feel deep attachment to a long-term partner while you feel intense romantic love for somebody else, while you feel the sex drive for people unrelated to these other partners. In short, we're capable of loving more than one person at a time. In fact, you can lie in bed at night and swing from deep feelings of attachment for one person to deep feelings of romantic love for somebody else. It's as if there's a committee meeting going on in your head as you are trying to decide what to do. So I don't think, honestly, we're an animal that was built to be happy; we are an animal that was built to reproduce. I think the happiness we find, we make. And I think, however, we can make good relationships with each other.So I want to conclude with two things. I want to conclude with a worry, and with a wonderful story. The worry is about antidepressants. Over 100 million prescriptions of antidepressants are written every year in the United States. And these drugs are going generic. They are seeping around the world. I know one girl who's been on these antidepressants, SSRIs, serotonin-enhancing antidepressants \u2014 since she was 13. She's 23. She's been on them ever since she was 13.I've got nothing against people who take them short term, when they're going through something horrible. They want to commit suicide or kill somebody else. I would recommend it. But more and more people in the United States are taking them long term. And indeed, what these drugs do is raise levels of serotonin. And by raising levels of serotonin, you suppress the dopamine circuit. Everybody knows that. Dopamine is associated with romantic love. Not only do they suppress the dopamine circuit, but they kill the sex drive. And when you kill the sex drive, you kill orgasm. And when you kill orgasm, you kill that flood of drugs associated with attachment. The things are connected in the brain. And when you tamper with one brain system, you're going to tamper with another. I'm just simply saying that a world without love is a deadly place.So now \u2014(Applause)Thank you.I want to end with a story. And then, just a comment. I've been studying romantic love and sex and attachment for 30 years. I'm an identical twin; I am interested in why we're all alike. Why you and I are alike, why the Iraqis and the Japanese and the Australian Aborigines and the people of the Amazon River are all alike. And about a year ago, an Internet dating service, Match.com, came to me and asked me if I would design a new dating site for them. I said, ""I don't know anything about personality. You know? I don't know. Do you think you've got the right person?"" They said, ""Yes."" It got me thinking about why it is that you fall in love with one person rather than another.That's my current project; it will be my next book. There's all kinds of reasons that you fall in love with one person rather than another. Timing is important. Proximity is important. Mystery is important. You fall in love with somebody who's somewhat mysterious, in part because mystery elevates dopamine in the brain, probably pushes you over that threshold to fall in love. You fall in love with somebody who fits within what I call your ""love map,"" an unconscious list of traits that you build in childhood as you grow up. And I also think that you gravitate to certain people, actually, with somewhat complementary brain systems. And that's what I'm now contributing to this.But I want to tell you a story, to illustrate. I've been carrying on here about the biology of love. I wanted to show you a little bit about the culture of it, too, the magic of it. It's a story that was told to me by somebody who had heard it just from one \u2014 probably a true story. It was a graduate student \u2014 I'm at Rutgers and my two colleagues \u2014 Art Aron is at SUNY Stony Brook. That's where we put our people in the MRI machine.And this graduate student was madly in love with another graduate student, and she was not in love with him. And they were all at a conference in Beijing. And he knew from our work that if you go and do something very novel with somebody, you can drive up the dopamine in the brain, and perhaps trigger this brain system for romantic love.(Laughter)So he decided he'd put science to work. And he invited this girl to go off on a rickshaw ride with him.And sure enough \u2014 I've never been in one, but apparently they go all around the buses and the trucks and it's crazy and it's noisy and it's exciting. He figured that this would drive up the dopamine, and she'd fall in love with him. So off they go and she's squealing and squeezing him and laughing and having a wonderful time. An hour later they get down off of the rickshaw, and she throws her hands up and she says, ""Wasn't that wonderful?"" And, ""Wasn't that rickshaw driver handsome!""(Laughter)(Applause)There's magic to love!(Applause)But I will end by saying that millions of years ago, we evolved three basic drives: the sex drive, romantic love and attachment to a long-term partner. These circuits are deeply embedded in the human brain. They're going to survive as long as our species survives on what Shakespeare called ""this mortal coil.""Thank you.Chris Anderson: Helen Fisher!(Applause)" +955329,237,"Why are so many things broken? In a hilarious talk from the 2006 Gel conference, Seth Godin gives a tour of things poorly designed, the 7 reasons why they are that way, and how to fix them.",1214,Gel Conference,1157673600,0,Seth Godin,Seth Godin: This is broken,1,1284138120,"[{'id': 7, 'name': 'Funny', 'count': 1620}, {'id': 22, 'name': 'Fascinating', 'count': 180}, {'id': 8, 'name': 'Informative', 'count': 368}, {'id': 9, 'name': 'Ingenious', 'count': 221}, {'id': 25, 'name': 'OK', 'count': 251}, {'id': 11, 'name': 'Longwinded', 'count': 124}, {'id': 21, 'name': 'Unconvincing', 'count': 173}, {'id': 10, 'name': 'Inspiring', 'count': 174}, {'id': 24, 'name': 'Persuasive', 'count': 171}, {'id': 1, 'name': 'Beautiful', 'count': 30}, {'id': 26, 'name': 'Obnoxious', 'count': 114}, {'id': 23, 'name': 'Jaw-dropping', 'count': 45}, {'id': 2, 'name': 'Confusing', 'count': 59}, {'id': 3, 'name': 'Courageous', 'count': 29}]","[{'id': 28, 'hero': 'https://pe.tedcdn.com/images/ted/eec7c4c3214fc9032dc22bfb79c29150bba07c6b_2880x1620.jpg', 'speaker': 'Seth Godin', 'title': 'How to get your ideas to spread', 'duration': 1021, 'slug': 'seth_godin_on_sliced_bread', 'viewed_count': 5570593}, {'id': 538, 'hero': 'https://pe.tedcdn.com/images/ted/87900_800x600.jpg', 'speaker': 'Seth Godin', 'title': 'The tribes we lead', 'duration': 1049, 'slug': 'seth_godin_on_the_tribes_we_lead', 'viewed_count': 1985692}]",Marketer and author,"['TED Brain Trust', 'advertising', 'business', 'design', 'marketing']",This is broken,"https://www.ted.com/talks/seth_godin_this_is_broken_1 +",nan +2442977,289,"Sebastian Thrun helped build Google's amazing driverless car, powered by a very personal quest to save lives and reduce traffic accidents. Jawdropping video shows the DARPA Challenge-winning car motoring through busy city traffic with no one behind the wheel, and dramatic test drive footage from TED2011 demonstrates how fast the thing can really go.",254,TED2011,1299024000,43,Sebastian Thrun,Sebastian Thrun: Google's driverless car,1,1301582160,"[{'id': 23, 'name': 'Jaw-dropping', 'count': 351}, {'id': 9, 'name': 'Ingenious', 'count': 368}, {'id': 22, 'name': 'Fascinating', 'count': 367}, {'id': 8, 'name': 'Informative', 'count': 248}, {'id': 24, 'name': 'Persuasive', 'count': 203}, {'id': 25, 'name': 'OK', 'count': 131}, {'id': 10, 'name': 'Inspiring', 'count': 381}, {'id': 1, 'name': 'Beautiful', 'count': 50}, {'id': 21, 'name': 'Unconvincing', 'count': 53}, {'id': 3, 'name': 'Courageous', 'count': 62}, {'id': 26, 'name': 'Obnoxious', 'count': 15}, {'id': 2, 'name': 'Confusing', 'count': 12}, {'id': 11, 'name': 'Longwinded', 'count': 11}, {'id': 7, 'name': 'Funny', 'count': 15}]","[{'id': 1376, 'hero': 'https://pe.tedcdn.com/images/ted/8aa84e7e5d405e75f19fc51bf6f9918312fff4e5_800x600.jpg', 'speaker': 'Vijay Kumar', 'title': 'Robots that fly ... and cooperate', 'duration': 1006, 'slug': 'vijay_kumar_robots_that_fly_and_cooperate', 'viewed_count': 4234304}, {'id': 1506, 'hero': 'https://pe.tedcdn.com/images/ted/15e9b94b9856ac969692bfc5515bd7754e26977b_800x600.jpg', 'speaker': 'Chris Gerdes', 'title': 'The future race car -- 150mph, and no driver', 'duration': 647, 'slug': 'chris_gerdes_the_future_race_car_150mph_and_no_driver', 'viewed_count': 731615}, {'id': 504, 'hero': 'https://pe.tedcdn.com/images/ted/81787_800x600.jpg', 'speaker': 'P.W. Singer', 'title': 'Military robots and the future of war', 'duration': 965, 'slug': 'pw_singer_on_robots_of_war', 'viewed_count': 1460362}, {'id': 2291, 'hero': 'https://pe.tedcdn.com/images/ted/8a1523f43703309c29b372a29981afc7c5f2977b_2880x1620.jpg', 'speaker': 'Chris Urmson', 'title': 'How a driverless car sees the road', 'duration': 929, 'slug': 'chris_urmson_how_a_driverless_car_sees_the_road', 'viewed_count': 2042908}, {'id': 1724, 'hero': 'https://pe.tedcdn.com/images/ted/4165fdc540500a47d00915eb53de831abd15dd3b_1600x1200.jpg', 'speaker': 'Jennifer Healey', 'title': 'If cars could talk, accidents might be avoidable', 'duration': 540, 'slug': 'jennifer_healey_if_cars_could_talk_accidents_might_be_avoidable', 'viewed_count': 814544}, {'id': 2443, 'hero': 'https://pe.tedcdn.com/images/ted/2296dcfe9b63f0d79bd2505adeba08a27052d953_2880x1620.jpg', 'speaker': 'Travis Kalanick', 'title': ""Uber's plan to get more people into fewer cars"", 'duration': 1158, 'slug': 'travis_kalanick_uber_s_plan_to_get_more_people_into_fewer_cars', 'viewed_count': 1587474}]",Engineer,"['business', 'driverless cars', 'robots', 'science', 'technology', 'transportation']",Google's driverless car,"https://www.ted.com/talks/sebastian_thrun_google_s_driverless_car +","As a boy, I loved cars. When I turned 18, I lost my best friend to a car accident. Like this. And then I decided I'd dedicate my life to saving one million people every year. Now I haven't succeeded, so this is just a progress report, but I'm here to tell you a little bit about self-driving cars.I saw the concept first in the DARPA Grand Challenges where the U.S. government issued a prize to build a self-driving car that could navigate a desert. And even though a hundred teams were there, these cars went nowhere. So we decided at Stanford to build a different self-driving car. We built the hardware and the software. We made it learn from us, and we set it free in the desert. And the unimaginable happened: it became the first car to ever return from a DARPA Grand Challenge, winning Stanford 2 million dollars. Yet I still hadn't saved a single life.Since, our work has focused on building driving cars that can drive anywhere by themselves \u2014 any street in California. We've driven 140,000 miles. Our cars have sensors by which they magically can see everything around them and make decisions about every aspect of driving. It's the perfect driving mechanism. We've driven in cities, like in San Francisco here. We've driven from San Francisco to Los Angeles on Highway 1.We've encountered joggers, busy highways, toll booths, and this is without a person in the loop; the car just drives itself. In fact, while we drove 140,000 miles, people didn't even notice. Mountain roads, day and night, and even crooked Lombard Street in San Francisco. (Laughter) Sometimes our cars get so crazy, they even do little stunts.(Video) Man: Oh, my God. What? Second Man: It's driving itself.Sebastian Thrun: Now I can't get my friend Harold back to life, but I can do something for all the people who died. Do you know that driving accidents are the number one cause of death for young people? And do you realize that almost all of those are due to human error and not machine error, and can therefore be prevented by machines?Do you realize that we could change the capacity of highways by a factor of two or three if we didn't rely on human precision on staying in the lane \u2014 improve body position and therefore drive a little bit closer together on a little bit narrower lanes, and do away with all traffic jams on highways? Do you realize that you, TED users, spend an average of 52 minutes per day in traffic, wasting your time on your daily commute? You could regain this time. This is four billion hours wasted in this country alone. And it's 2.4 billion gallons of gasoline wasted.Now I think there's a vision here, a new technology, and I'm really looking forward to a time when generations after us look back at us and say how ridiculous it was that humans were driving cars.Thank you.(Applause)" +742106,61,Warning: This talk might contain much more than you'd ever want to know about the way the world poops. But as sanitation activist (and TED Fellow) Francis de los Reyes asks \u2014 doesn't everyone deserve a safe place to go?,501,TED Fellows Retreat 2013,1376438400,23,Francis de los Reyes,Francis de los Reyes: Sanitation is a basic human right,1,1412003448,"[{'id': 1, 'name': 'Beautiful', 'count': 27}, {'id': 8, 'name': 'Informative', 'count': 264}, {'id': 22, 'name': 'Fascinating', 'count': 50}, {'id': 24, 'name': 'Persuasive', 'count': 149}, {'id': 10, 'name': 'Inspiring', 'count': 106}, {'id': 9, 'name': 'Ingenious', 'count': 39}, {'id': 7, 'name': 'Funny', 'count': 38}, {'id': 3, 'name': 'Courageous', 'count': 20}, {'id': 23, 'name': 'Jaw-dropping', 'count': 22}, {'id': 2, 'name': 'Confusing', 'count': 1}, {'id': 21, 'name': 'Unconvincing', 'count': 1}, {'id': 26, 'name': 'Obnoxious', 'count': 8}, {'id': 11, 'name': 'Longwinded', 'count': 1}, {'id': 25, 'name': 'OK', 'count': 10}]","[{'id': 1713, 'hero': 'https://pe.tedcdn.com/images/ted/8f06b4073d52a4ee5e859ed36563987e81096543_1600x1200.jpg', 'speaker': 'Rose George', 'title': ""Let's talk crap. Seriously."", 'duration': 841, 'slug': 'rose_george_let_s_talk_crap_seriously', 'viewed_count': 1624726}, {'id': 613, 'hero': 'https://pe.tedcdn.com/images/ted/1691fae6c58b818d8129465ed6d4550bad75450a_1600x1200.jpg', 'speaker': 'Michael Pritchard', 'title': 'How to make filthy water drinkable', 'duration': 571, 'slug': 'michael_pritchard_invents_a_water_filter', 'viewed_count': 3573254}, {'id': 1660, 'hero': 'https://pe.tedcdn.com/images/ted/711ba0cd8d0f61c7be31175a60ed6efd173a78b5_1600x1200.jpg', 'speaker': 'Fahad Al-Attiya', 'title': 'A country with no water', 'duration': 526, 'slug': 'fahad_al_attiya_a_country_with_no_water', 'viewed_count': 1412694}, {'id': 2173, 'hero': 'https://pe.tedcdn.com/images/ted/a37f6b925d1d052580f7512c13b2474e44ec6db9_2880x1620.jpg', 'speaker': 'Joe Madiath', 'title': 'Better toilets, better life', 'duration': 727, 'slug': 'joe_madiath_better_toilets_better_life', 'viewed_count': 976621}, {'id': 2559, 'hero': 'https://pe.tedcdn.com/images/ted/bdeb64a35768a79b050e0c4473847428703ec26a_2880x1620.jpg', 'speaker': 'Molly Winter', 'title': 'The taboo secret to better health', 'duration': 741, 'slug': 'molly_winter_the_taboo_secret_to_healthier_plants_and_people', 'viewed_count': 1507025}, {'id': 1858, 'hero': 'https://pe.tedcdn.com/images/ted/8a378e151d8d80ac60c4591be2838157b4fe943c_1600x1200.jpg', 'speaker': 'Robin Nagle', 'title': 'What I discovered in New York City trash', 'duration': 472, 'slug': 'robin_nagle_what_i_discovered_in_new_york_city_trash', 'viewed_count': 1628601}]","Environmental engineer, sanitation activist","['TED Fellows', 'global issues', 'health', 'infrastructure', 'public health', 'sanitation']",Sanitation is a basic human right,"https://www.ted.com/talks/francis_de_los_reyes_sanitation_is_a_basic_human_right +","I am an engineering professor, and for the past 14 years I've been teaching crap. (Laughter) Not that I'm a bad teacher, but I've been studying and teaching about human waste and how waste is conveyed through these wastewater treatment plants, and how we engineer and design these treatment plants so that we can protect surface water like rivers.I've based my scientific career on using leading-edge molecular techniques, DNA- and RNA-based methods to look at microbial populations in biological reactors, and again to optimize these systems. And over the years, I have developed an unhealthy obsession with toilets, and I've been known to sneak into toilets and take my camera phone all over the world.But along the way, I've learned that it's not just the technical side, but there's also this thing called the culture of crap. So for example, how many of you are washers and how many of you are wipers? (Laughter) If, well, I guess you know what I mean. If you're a washer, then you use water for anal cleansing. That's the technical term. And if you're a wiper, then you use toilet paper or, in some regions of the world where it's not available, newspaper or rags or corncobs.And this is not just a piece of trivia, but it's really important to understand and solve the sanitation problem. And it is a big problem: There are 2.5 billion people in the world who don't have access to adequate sanitation. For them, there's no modern toilet. And there are 1.1 billion people whose toilets are the streets or river banks or open spaces, and again, the technical term for that is open defecation, but that is really simply shitting in the open. And if you're living in fecal material and it's surrounding you, you're going to get sick. It's going to get into your drinking water, into your food, into your immediate surroundings. So the United Nations estimates that every year, there are 1.5 million child deaths because of inadequate sanitation. That's one preventable death every 20 seconds, 171 every hour, 4,100 every day. And so, to avoid open defecation, municipalities and cities build infrastructure, for example, like pit latrines, in peri-urban and rural areas. For example, in KwaZulu-Natal province in South Africa, they've built tens of thousands of these pit latrines. But there's a problem when you scale up to tens of thousands, and the problem is, what happens when the pits are full? This is what happens. People defecate around the toilet. In schools, children defecate on the floors and then leave a trail outside the building and start defecating around the building, and these pits have to be cleaned and manually emptied. And who does the emptying? You've got these workers who have to sometimes go down into the pits and manually remove the contents. It's a dirty and dangerous business. As you can see, there's no protective equipment, no protective clothing. There's one worker down there. I hope you can see him. He's got a face mask on, but no shirt. And in some countries, like India, the lower castes are condemned to empty the pits, and they're further condemned by society.So you ask yourself, how can we solve this and why don't we just build Western-style flush toilets for these two and a half billion? And the answer is, it's just not possible. In some of these areas, there's not enough water, there's no energy, it's going to cost tens of trillions of dollars to lay out the sewer lines and to build the facilities and to operate and maintain these systems, and if you don't build it right, you're going to have flush toilets that basically go straight into the river, just like what's happening in many cities in the developing world. And is this really the solution? Because essentially, what you're doing is you're using clean water and you're using it to flush your toilet, convey it to a wastewater treatment plant which then discharges to a river, and that river, again, is a drinking water source.So we've got to rethink sanitation, and we've got to reinvent the sanitation infrastructure, and I'm going to argue that to do this, you have to employ systems thinking. We have to look at the whole sanitation chain. We start with a human interface, and then we have to think about how feces are collected and stored, transported, treated and reused \u2014 and not just disposal but reuse.So let's start with the human user interface. I say, it doesn't matter if you're a washer or a wiper, a sitter or a squatter, the human user interface should be clean and easy to use, because after all, taking a dump should be pleasurable. (Laughter) And when we open the possibilities to understanding this sanitation chain, then the back-end technology, the collection to the reuse, should not really matter, and then we can apply locally adoptable and context-sensitive solutions. So we can open ourselves to possibilities like, for example, this urine-diverting toilet, and there's two holes in this toilet. There's the front and the back, and the front collects the urine, and the back collects the fecal material. And so what you're doing is you're separating the urine, which has 80 percent of the nitrogen and 50 percent of the phosphorus, and then that can then be treated and precipitated to form things like struvite, which is a high-value fertilizer, and then the fecal material can then be disinfected and again converted to high-value end products. Or, for example, in some of our research, you can reuse the water by treating it in on-site sanitation systems like planter boxes or constructed wetlands. So we can open up all these possibilities if we take away the old paradigm of flush toilets and treatment plants.So you might be asking, who's going to pay? Well, I'm going to argue that governments should fund sanitation infrastructure. NGOs and donor organizations, they can do their best, but it's not going to be enough. Governments should fund sanitation the same way they fund roads and schools and hospitals and other infrastructure like bridges, because we know, and the WHO has done this study, that for every dollar that we invest in sanitation infrastructure, we get something like three to 34 dollars back.Let's go back to the problem of pit emptying. So at North Carolina State University, we challenged our students to come up with a simple solution, and this is what they came up with: a simple, modified screw auger that can move the waste up from the pit and into a collecting drum, and now the pit worker doesn't have to go down into the pit. We tested it in South Africa, and it works. We need to make it more robust, and we're going to do more testing in Malawi and South Africa this coming year. And our idea is to make this a professionalized pit-emptying service so that we can create a small business out of it, create profits and jobs, and the hope is that, as we are rethinking sanitation, we are extending the life of these pits so that we don't have to resort to quick solutions that don't really make sense.I believe that access to adequate sanitation is a basic human right. We need to stop the practice of lower castes and lower-status people going down and being condemned to empty pits. It is our moral, it is our social and our environmental obligation.Thank you.(Applause)" +817651,42,"Batch to batch, crust to crust ... In tribute to the beloved staple food, baking master Peter Reinhart reflects on the cordial couplings (wheat and yeast, starch and heat) that give us our daily bread. Try not to eat a slice.",934,Taste3 2008,1216252800,22,Peter Reinhart,Peter Reinhart: The art and craft of bread,1,1231894800,"[{'id': 7, 'name': 'Funny', 'count': 81}, {'id': 22, 'name': 'Fascinating', 'count': 141}, {'id': 8, 'name': 'Informative', 'count': 208}, {'id': 1, 'name': 'Beautiful', 'count': 72}, {'id': 25, 'name': 'OK', 'count': 78}, {'id': 11, 'name': 'Longwinded', 'count': 80}, {'id': 24, 'name': 'Persuasive', 'count': 18}, {'id': 9, 'name': 'Ingenious', 'count': 27}, {'id': 10, 'name': 'Inspiring', 'count': 116}, {'id': 26, 'name': 'Obnoxious', 'count': 15}, {'id': 21, 'name': 'Unconvincing', 'count': 19}, {'id': 23, 'name': 'Jaw-dropping', 'count': 16}, {'id': 3, 'name': 'Courageous', 'count': 8}, {'id': 2, 'name': 'Confusing', 'count': 7}]","[{'id': 406, 'hero': 'https://pe.tedcdn.com/images/ted/8a4ea1e3bdbf59f5105ad3967eccf944d47346a2_2880x1620.jpg', 'speaker': 'Dan Barber', 'title': 'A foie gras parable', 'duration': 1224, 'slug': 'dan_barber_s_surprising_foie_gras_parable', 'viewed_count': 1294705}, {'id': 263, 'hero': 'https://pe.tedcdn.com/images/ted/e53dd444ed289f36275590ba3c93ddc161cf83fa_1600x1200.jpg', 'speaker': 'Mark Bittman', 'title': ""What's wrong with what we eat"", 'duration': 1208, 'slug': 'mark_bittman_on_what_s_wrong_with_what_we_eat', 'viewed_count': 3830680}, {'id': 537, 'hero': 'https://pe.tedcdn.com/images/ted/f217ab8a2ad9736df7833243e673be93c816bf4d_2880x1620.jpg', 'speaker': 'Louise Fresco', 'title': 'We need to feed the whole world', 'duration': 1080, 'slug': 'louise_fresco_on_feeding_the_whole_world', 'viewed_count': 922158}, {'id': 1111, 'hero': 'https://pe.tedcdn.com/images/ted/47bb923ce47da7654a980051f0277a85689d6b30_800x600.jpg', 'speaker': 'AnnMarie Thomas', 'title': 'Hands-on science with squishy circuits', 'duration': 248, 'slug': 'annmarie_thomas_squishy_circuits', 'viewed_count': 856322}, {'id': 673, 'hero': 'https://pe.tedcdn.com/images/ted/f01ae6188406d6ae51520434f352c22bce3efeba_2880x1620.jpg', 'speaker': 'Jackie Tabick', 'title': 'The balancing act of compassion', 'duration': 946, 'slug': 'jackie_tabick', 'viewed_count': 176245}, {'id': 28, 'hero': 'https://pe.tedcdn.com/images/ted/eec7c4c3214fc9032dc22bfb79c29150bba07c6b_2880x1620.jpg', 'speaker': 'Seth Godin', 'title': 'How to get your ideas to spread', 'duration': 1021, 'slug': 'seth_godin_on_sliced_bread', 'viewed_count': 5570565}]",Baker,"['art', 'books', 'chemistry', 'food', 'life', 'love', 'science']",The art and craft of bread,"https://www.ted.com/talks/peter_reinhart_on_bread +","This is a wheat bread, a whole wheat bread, and it's made with a new technique that I've been playing around with, and developing and writing about which, for lack of a better name, we call the epoxy method. And I call it an epoxy method because \u2014 it's not very appetizing. I understand that \u2014 but \u2014 but if you think about epoxy, what's epoxy? It's two resins that are, sort of, in and of themselves \u2014 neither of which can make glue, but when you put the two together, something happens. A bond takes place, and you get this very strong, powerful adhesive. Well, in this technique, what I've tried to do is kind of gather all of the knowledge that the bread-baking world, the artisan bread-baking community, has been trying to accumulate over the last 20 years or so \u2014 since we've been engaged in a bread renaissance in America \u2014 and put it together to come up with a method that would help to take whole-grain breads. And let's face it, everyone's trying to move towards whole grains. We finally, after 40 years of knowing that wholegrain was a healthier option, we're finally getting to the point where we actually are tipping over and attempting to actually eat them.(Laughter)The challenge, though, for a wholegrain baker is, you know, how do you make it taste good? Because whole grain \u2014 it's easy with white flour to make a good-tasting bread. White flour is sweet. It's mainly starch, and starch, when you break it down \u2014 what is starch? It's \u2014 thank you \u2014 sugar, yes. So a baker, and a good baker, knows how to pull or draw forth the inherent sugar trapped in the starch. With whole grain bread, you have other obstacles. You've got bran, which is probably the healthiest part of the bread for us, or the fiber for us because it is just loaded with fiber, for the bran is fiber. It's got germ. Those are the good things, but those aren't the tastiest parts of the wheat. So whole grain breads historically have had sort of this onus of being health food breads, and people don't like to eat, quote, health food. They like to eat healthy and healthily, but when we think of something as a health food, we think of it as something we eat out of obligation, not out of passion and love for the flavor.And ultimately, the challenge of the baker, the challenge of every culinary student, of every chef, is to deliver flavor. Flavor is king. Flavor rules. I call it the flavor rule. Flavor rules. And \u2014 and you can get somebody to eat something that's good for them once, but they won't eat it again if they don't like it, right? So, this is the challenge for this bread. We're going to try this at lunch, and I'll explain a bit more about it, but it's made not only with two types of pre-doughs \u2014 this attempt, again, at bringing out flavor is to make a piece of dough the day before that is not leavened. It's just dough that is wet. It's hydrated dough we call ""the soaker"" \u2014 that helps to start enzyme activity. And enzymes are the secret, kind of, ingredient in dough that brings out flavor. It starts to release the sugars trapped in the starch. That's what enzymes are doing. And so, if we can release some of those, they become accessible to us in our palate. They become accessible to the yeast as food. They become accessible to the oven for caramelization to give us a beautiful crust.The other pre-dough that we make is fermented \u2014 our pre-ferment. And it's made \u2014 it can be a sourdough starter, or what we call a ""biga"" or any other kind of pre-fermented dough with a little yeast in it, and that starts to develop flavor also. And on day two, we put those two pieces together. That's the epoxy. And we're hoping that, sort of, the enzyme piece of dough becomes the fuel pack for the leavened piece of dough, and when we put them together and add the final ingredients, we can create a bread that does evoke the full potential of flavor trapped in the grain. That's the challenge. Okay, so, now, what we \u2014 in the journey of wheat, let's go back and look at these 12 stages.I'm going to go through them very quickly and then revisit them. Okay, we're going to start with the first stage. And this is what every student has to begin with. Everyone who works in the culinary world knows that the first stage of cooking is ""mise en place,"" which is just a French way of saying, ""get organized."" Everything in its place. First stage. So in baking we call it scaling \u2014 weighing out the ingredients. Stage two is mixing. We take the ingredients and we mix them. We have to develop the gluten. There's no gluten in flour. There's only the potential for gluten. Here's another kind of prefiguring of epoxy because we've got glutenin and gliadin, neither of which are strong enough to make a good bread. But when they get hydrated and they bond to each other, they create a stronger molecule, a stronger protein we call gluten. And so we, in the mixing process, have to develop the gluten, we have to activate the leaven or the yeast, and we have to essentially distribute all the ingredients evenly.Then we get into fermentation, the third stage, which is really where the flavor develops. The yeast comes alive and starts eating the sugars, creating carbon dioxide and alcohol \u2014 essentially it's burping and sweating, which is what bread is. It's yeast burps and sweat. And somehow, this is transformed \u2014 the yeast burps and sweats are later transformed \u2014 and this is really getting to the heart of what makes bread so special is that it is a transformational food, and we're going to explore that in a minute. But then, quickly through the next few stages. We, after it's fermented and it's developed, started to develop flavor and character, we divide it into smaller units. And then we take those units and we shape them. We give them a little pre-shape, usually a round or a little torpedo shape, sometimes. That's called ""rounding.""And there's a short rest period. It can be for a few seconds. It can be for 20 or 30 minutes. We call that resting or benching. Then we go into final shaping, ""panning"" \u2014 which means putting the shaped loaf on a pan. This takes a second, but it's a distinctive stage. It can be in a basket. It can be in a loaf pan, but we pan it. And then, stage nine. The fermentation which started at stage three is continuing through all these other stages. Again, developing more flavor. The final fermentation takes place in stage nine. We call it ""proofing."" Proofing means to prove that the dough is alive. And at stage nine we get the dough to the final shape, and it goes into the oven \u2014 stage 10. Three transformations take place in the oven. The sugars in the dough caramelize in the crust. They give us that beautiful brown crust. Only the crust can caramelize. It's the only place that gets hot enough. Inside, the proteins \u2014 this gluten \u2014 coagulates. When it gets to about 160 degrees, the proteins all line up and they create structure, the gluten structure \u2014 what ultimately we will call the crumb of the bread. And the starches, when they reach about 180 degrees, gelatinize.And gelatinization is yet another oven transformation. Coagulation, caramelization and gelatinization \u2014 when the starch is thick and they absorb all the moisture that's around them, they \u2014 they kind of swell, and then they burst. And they burst, and they spill their guts into the bread. So basically now we're eating yeast sweats \u2014 sweat, burps and starch guts. Again, transformed in stage 10 in the oven because what went into the oven as dough comes out in stage 11 as bread. And stage 11, we call it cooling \u2014 because we never really eat the bread right away. There's a little carry-over baking. The proteins have to set up, strengthen and firm up. And then we have stage 12, which the textbooks call ""packaging,"" but my students call ""eating."" And so, we're going to be on our own journey today from wheat to eat, and in a few minutes we will try this, and see if we have succeeded in fulfilling this baker's mission of pulling out flavor.But I want to go back now and revisit these steps, and talk about it from the standpoint of transformation, because I really believe that all things can be understood \u2014 and this is not my own idea. This goes back to the Scholastics and to the Ancients \u2014 that all things can be understood on four levels: the literal, the metaphoric or poetic level, the political or ethical level. And ultimately, the mystical or sometimes called the ""anagogical"" level. It's hard to get to those levels unless you go through the literal. In fact, Dante says you can't understand the three deeper levels unless you first understand the literal level, so that's why we're talking literally about bread. But let's kind of look at these stages again from the standpoint of connections to possibly a deeper level \u2014 all in my quest for answering the question, ""What is it about bread that's so special?"" And fulfilling this mission of evoking the full potential of flavor.Because what happens is, bread begins as wheat or any other grain. But what's wheat? Wheat is a grass that grows in the field. And, like all grasses, at a certain point it puts out seeds. And we harvest those seeds, and those are the wheat kernels. Now, in order to harvest it \u2014 I mean, what's harvesting? It's just a euphemism for killing, right? I mean, that's what's harvest \u2014 we say we harvest the pig, you know? Yes, we slaughter, you know. Yes, that's life. We harvest the wheat, and in harvesting it, we kill it. Now, wheat is alive, and as we harvest it, it gives up its seeds. Now, at least with seeds we have the potential for future life. We can plant those in the ground. And we save some of those for the next generation. But most of those seeds get crushed and turned into flour. And at that point, the wheat has suffered the ultimate indignity. It's not only been killed, but it's been denied any potential for creating future life. So we turn it into flour.So as I said, I think bread is a transformational food. The first transformation \u2014 and, by the way, the definition of transformation for me is a radical change from one thing into something else. O.K.? Radical, not subtle. Not like hot water made cold, or cold water turned hot, but water boiled off and becoming steam. That's a transformation, two different things. Well, in this case, the first transformation is alive to dead. I'd call that radical. So, we've got now this flour. And what do we do? We add some water. In stage one, we weigh it. In stage two, we add water and salt to it, mix it together, and we create something that we call ""clay."" It's like clay. And we infuse that clay with an ingredient that we call ""leaven."" In this case, it's yeast, but yeast is leaven. What does leaven mean? Leaven comes from the root word that means enliven \u2014 to vivify, to bring to life. By the way, what's the Hebrew word for clay? Adam. You see, the baker, in this moment, has become, in a sense, sort of, the God of his dough, you know, and his dough, well, while it's not an intelligent life form, is now alive. And we know it's alive because in stage three, it grows. Growth is the proof of life.And while it's growing, all these literal transformations are taking place. Enzymes are breaking forth sugars. Yeast is eating sugar and turning it into carbon dioxide and alcohol. Bacteria is in there, eating the same sugars, turning them into acids. In other words, personality and character's being developed in this dough under the watchful gaze of the baker. And the baker's choices all along the way determine the outcome of the product. A subtle change in temperature \u2014 a subtle change in time \u2014 it's all about a balancing act between time, temperature and ingredients. That's the art of baking. So all these things are determined by the baker, and the bread goes through some stages, and characters develop. And then we divide it, and this one big piece of dough is divided into smaller units, and each of those units are given shape by the baker. And as they're shaped, they're raised again, all along proving that they're alive, and developing character.And at stage 10, we take it to the oven. It's still dough. Nobody eats bread dough \u2014 a few people do, I think, but not too many. I've met some dough eaters, but \u2014 it's not the staff of life, right? Bread is the staff of life. But dough is what we're working with, and we take that dough to the oven, and it goes into the oven. As soon as the interior temperature of that dough crosses the threshold of 140 degrees, it passes what we call the ""thermal death point."" Students love that TDP. They think it's the name of a video game. But it's the thermal death point \u2014 all life ceases there. The yeast, whose mission it has been up till now to raise the dough, to enliven it, to vivify it, in order to complete its mission, which is also to turn this dough into bread, has to give up its life. So you see the symbolism at work? It's starting to come forth a little bit, you know. It's starting to make sense to me \u2014 what goes in is dough, what comes out is bread \u2014 or it goes in alive, comes out dead. Third transformation. First transformation, alive to dead. Second transformation, dead brought back to life. Third transformation, alive to dead \u2014 but dough to bread.Or another analogy would be, a caterpillar has been turned into a butterfly. And it's what comes out of the oven that is what we call the staff of life. This is the product that everyone in the world eats, that is so difficult to give up. It's so deeply embedded in our psyches that bread is used as a symbol for life. It's used as a symbol for transformation. And so, as we get to stage 12 and we partake of that, again completing the life cycle, you know, we have a chance to essentially ingest that \u2014 it nurtures us, and we continue to carry on and have opportunities to ponder things like this. So this is what I've learned from bread. This is what bread has taught me in my journey. And what we're going to attempt to do with this bread here, again, is to use, in addition to everything we talked about, this bread we're going to call ""spent grain bread"" because, as you know, bread-making is very similar to beer-making. Beer is basically liquid bread, or bread is solid beer. And \u2014 (Laughter) they \u2014 they're invented around the same time. I think beer came first. And the Egyptian who was tending the beer fell asleep in the hot, Egyptian sun, and it turned into bread.But we've got this bread, and what I did here is to try to, again, evoke even more flavor from this grain, was we've added into it the spent grain from beer-making. And if you make this bread, you can use any kind of spent grain from any type of beer. I like dark spent grain. Today we're using a light spent grain that's actually from, like, some kind of a lager of some sort \u2014 a light lager or an ale \u2014 that is wheat and barley that's been toasted. In other words, the beer-maker knows also how to evoke flavor from the grains by using sprouting and malting and roasting. We're going to take some of that, and put it into the bread. So now we not only have a high-fiber bread, but now fiber on top of fiber. And so this is, again, hopefully not only a healthy bread, but a bread that you will enjoy. So, if I, kind of, break this bread, maybe we can share this now a little bit here. We'll start a little piece here, and I'm going to take a little piece here \u2014 I think I'd better taste it myself before you have it at lunch. I'll leave you with what I call the baker's blessing. May your crust be crisp, and your bread always rise. Thank you." +763145,146,"With new data from the Keck telescopes, Andrea Ghez shows how state-of-the-art adaptive optics are helping astronomers understand our universe's most mysterious objects: black holes. She shares evidence that a supermassive black hole may be lurking at the center of the Milky Way.",986,TEDGlobal 2009,1248220800,27,Andrea Ghez,Andrea Ghez: The hunt for a supermassive black hole,1,1259743320,"[{'id': 25, 'name': 'OK', 'count': 128}, {'id': 21, 'name': 'Unconvincing', 'count': 41}, {'id': 26, 'name': 'Obnoxious', 'count': 139}, {'id': 11, 'name': 'Longwinded', 'count': 58}, {'id': 1, 'name': 'Beautiful', 'count': 101}, {'id': 8, 'name': 'Informative', 'count': 394}, {'id': 22, 'name': 'Fascinating', 'count': 371}, {'id': 10, 'name': 'Inspiring', 'count': 90}, {'id': 2, 'name': 'Confusing', 'count': 41}, {'id': 23, 'name': 'Jaw-dropping', 'count': 55}, {'id': 24, 'name': 'Persuasive', 'count': 76}, {'id': 7, 'name': 'Funny', 'count': 24}, {'id': 3, 'name': 'Courageous', 'count': 17}, {'id': 9, 'name': 'Ingenious', 'count': 44}]","[{'id': 178, 'hero': 'https://pe.tedcdn.com/images/ted/16736_480x360.jpg', 'speaker': 'Carolyn Porco', 'title': 'This is Saturn', 'duration': 1029, 'slug': 'carolyn_porco_flies_us_to_saturn', 'viewed_count': 2627739}, {'id': 404, 'hero': 'https://pe.tedcdn.com/images/ted/59344_640x480.jpg', 'speaker': 'George Smoot', 'title': 'The design of the universe', 'duration': 1140, 'slug': 'george_smoot_on_the_design_of_the_universe', 'viewed_count': 1630530}, {'id': 326, 'hero': 'https://pe.tedcdn.com/images/ted/73f2ae0f26a1ff3806b940ef19c368ca4b714124_2880x1620.jpg', 'speaker': 'Patricia Burchat', 'title': 'Shedding light on dark matter', 'duration': 969, 'slug': 'patricia_burchat_leads_a_search_for_dark_energy', 'viewed_count': 1410170}, {'id': 2237, 'hero': 'https://pe.tedcdn.com/images/ted/4220a23cd0fff532f631c094b1267c02bf06ff86_2880x1620.jpg', 'speaker': 'Jedidah Isler', 'title': 'How I fell in love with quasars, blazars and our incredible universe', 'duration': 259, 'slug': 'jedidah_isler_how_i_fell_in_love_with_quasars_blazars_and_our_incredible_universe', 'viewed_count': 1142956}, {'id': 1095, 'hero': 'https://pe.tedcdn.com/images/ted/a309958270d1a8b1638622dea5d8a05a9cb3de5a_800x600.jpg', 'speaker': 'Janna Levin', 'title': 'The sound the universe makes', 'duration': 1063, 'slug': 'janna_levin_the_sound_the_universe_makes', 'viewed_count': 1119768}, {'id': 2723, 'hero': 'https://pe.tedcdn.com/images/ted/bb720ff9ead8d6ca764da9aff093bf27b819a72e_2880x1620.jpg', 'speaker': 'Katie Bouman', 'title': 'How to take a picture of a black hole', 'duration': 771, 'slug': 'katie_bouman_what_does_a_black_hole_look_like', 'viewed_count': 1502359}]",Astronomer,"['astronomy', 'dark matter', 'exploration', 'physics', 'science', 'space', 'technology', 'telescopes']",The hunt for a supermassive black hole,"https://www.ted.com/talks/andrea_ghez_the_hunt_for_a_supermassive_black_hole +","How do you observe something you can't see? This is the basic question of somebody who's interested in finding and studying black holes. Because black holes are objects whose pull of gravity is so intense that nothing can escape it, not even light, so you can't see it directly.So, my story today about black holes is about one particular black hole. I'm interested in finding whether or not there is a really massive, what we like to call ""supermassive"" black hole at the center of our galaxy. And the reason this is interesting is that it gives us an opportunity to prove whether or not these exotic objects really exist. And second, it gives us the opportunity to understand how these supermassive black holes interact with their environment, and to understand how they affect the formation and evolution of the galaxies which they reside in.So, to begin with, we need to understand what a black hole is so we can understand the proof of a black hole. So, what is a black hole? Well, in many ways a black hole is an incredibly simple object, because there are only three characteristics that you can describe: the mass, the spin, and the charge. And I'm going to only talk about the mass. So, in that sense, it's a very simple object. But in another sense, it's an incredibly complicated object that we need relatively exotic physics to describe, and in some sense represents the breakdown of our physical understanding of the universe.But today, the way I want you to understand a black hole, for the proof of a black hole, is to think of it as an object whose mass is confined to zero volume. So, despite the fact that I'm going to talk to you about an object that's supermassive, and I'm going to get to what that really means in a moment, it has no finite size. So, this is a little tricky.But fortunately there is a finite size that you can see, and that's known as the Schwarzschild radius. And that's named after the guy who recognized why it was such an important radius. This is a virtual radius, not reality; the black hole has no size. So why is it so important? It's important because it tells us that any object can become a black hole. That means you, your neighbor, your cellphone, the auditorium can become a black hole if you can figure out how to compress it down to the size of the Schwarzschild radius.At that point, what's going to happen? At that point gravity wins. Gravity wins over all other known forces. And the object is forced to continue to collapse to an infinitely small object. And then it's a black hole. So, if I were to compress the Earth down to the size of a sugar cube, it would become a black hole, because the size of a sugar cube is its Schwarzschild radius.Now, the key here is to figure out what that Schwarzschild radius is. And it turns out that it's actually pretty simple to figure out. It depends only on the mass of the object. Bigger objects have bigger Schwarzschild radii. Smaller objects have smaller Schwarzschild radii. So, if I were to take the sun and compress it down to the scale of the University of Oxford, it would become a black hole.So, now we know what a Schwarzschild radius is. And it's actually quite a useful concept, because it tells us not only when a black hole will form, but it also gives us the key elements for the proof of a black hole. I only need two things. I need to understand the mass of the object I'm claiming is a black hole, and what its Schwarzschild radius is. And since the mass determines the Schwarzschild radius, there is actually only one thing I really need to know.So, my job in convincing you that there is a black hole is to show that there is some object that's confined to within its Schwarzschild radius. And your job today is to be skeptical. Okay, so, I'm going to talk about no ordinary black hole; I'm going to talk about supermassive black holes.So, I wanted to say a few words about what an ordinary black hole is, as if there could be such a thing as an ordinary black hole. An ordinary black hole is thought to be the end state of a really massive star's life. So, if a star starts its life off with much more mass than the mass of the Sun, it's going to end its life by exploding and leaving behind these beautiful supernova remnants that we see here. And inside that supernova remnant is going to be a little black hole that has a mass roughly three times the mass of the Sun. On an astronomical scale that's a very small black hole.Now, what I want to talk about are the supermassive black holes. And the supermassive black holes are thought to reside at the center of galaxies. And this beautiful picture taken with the Hubble Space Telescope shows you that galaxies come in all shapes and sizes. There are big ones. There are little ones. Almost every object in that picture there is a galaxy. And there is a very nice spiral up in the upper left. And there are a hundred billion stars in that galaxy, just to give you a sense of scale. And all the light that we see from a typical galaxy, which is the kind of galaxies that we're seeing here, comes from the light from the stars. So, we see the galaxy because of the star light.Now, there are a few relatively exotic galaxies. I like to call these the prima donna of the galaxy world, because they are kind of show offs. And we call them active galactic nuclei. And we call them that because their nucleus, or their center, are very active. So, at the center there, that's actually where most of the starlight comes out from. And yet, what we actually see is light that can't be explained by the starlight. It's way more energetic. In fact, in a few examples it's like the ones that we're seeing here. There are also jets emanating out from the center. Again, a source of energy that's very difficult to explain if you just think that galaxies are composed of stars.So, what people have thought is that perhaps there are supermassive black holes which matter is falling on to. So, you can't see the black hole itself, but you can convert the gravitational energy of the black hole into the light we see. So, there is the thought that maybe supermassive black holes exist at the center of galaxies. But it's a kind of indirect argument.Nonetheless, it's given rise to the notion that maybe it's not just these prima donnas that have these supermassive black holes, but rather all galaxies might harbor these supermassive black holes at their centers. And if that's the case \u2014 and this is an example of a normal galaxy; what we see is the star light. And if there is a supermassive black hole, what we need to assume is that it's a black hole on a diet. Because that is the way to suppress the energetic phenomena that we see in active galactic nuclei.If we're going to look for these stealth black holes at the center of galaxies, the best place to look is in our own galaxy, our Milky Way. And this is a wide field picture taken of the center of the Milky Way. And what we see is a line of stars. And that is because we live in a galaxy which has a flattened, disk-like structure. And we live in the middle of it, so when we look towards the center, we see this plane which defines the plane of the galaxy, or line that defines the plane of the galaxy.Now, the advantage of studying our own galaxy is it's simply the closest example of the center of a galaxy that we're ever going to have, because the next closest galaxy is 100 times further away. So, we can see far more detail in our galaxy than anyplace else. And as you'll see in a moment, the ability to see detail is key to this experiment.So, how do astronomers prove that there is a lot of mass inside a small volume? Which is the job that I have to show you today. And the tool that we use is to watch the way stars orbit the black hole. Stars will orbit the black hole in the very same way that planets orbit the sun. It's the gravitational pull that makes these things orbit. If there were no massive objects these things would go flying off, or at least go at a much slower rate because all that determines how they go around is how much mass is inside its orbit.So, this is great, because remember my job is to show there is a lot of mass inside a small volume. So, if I know how fast it goes around, I know the mass. And if I know the scale of the orbit I know the radius. So, I want to see the stars that are as close to the center of the galaxy as possible. Because I want to show there is a mass inside as small a region as possible. So, this means that I want to see a lot of detail. And that's the reason that for this experiment we've used the world's largest telescope.This is the Keck observatory. It hosts two telescopes with a mirror 10 meters, which is roughly the diameter of a tennis court. Now, this is wonderful, because the campaign promise of large telescopes is that is that the bigger the telescope, the smaller the detail that we can see. But it turns out these telescopes, or any telescope on the ground has had a little bit of a challenge living up to this campaign promise. And that is because of the atmosphere. Atmosphere is great for us; it allows us to survive here on Earth. But it's relatively challenging for astronomers who want to look through the atmosphere to astronomical sources.So, to give you a sense of what this is like, it's actually like looking at a pebble at the bottom of a stream. Looking at the pebble on the bottom of the stream, the stream is continuously moving and turbulent, and that makes it very difficult to see the pebble on the bottom of the stream. Very much in the same way, it's very difficult to see astronomical sources, because of the atmosphere that's continuously moving by.So, I've spent a lot of my career working on ways to correct for the atmosphere, to give us a cleaner view. And that buys us about a factor of 20. And I think all of you can agree that if you can figure out how to improve life by a factor of 20, you've probably improved your lifestyle by a lot, say your salary, you'd notice, or your kids, you'd notice.And this animation here shows you one example of the techniques that we use, called adaptive optics. You're seeing an animation that goes between an example of what you would see if you don't use this technique \u2014 in other words, just a picture that shows the stars \u2014 and the box is centered on the center of the galaxy, where we think the black hole is. So, without this technology you can't see the stars. With this technology all of a sudden you can see it. This technology works by introducing a mirror into the telescope optics system that's continuously changing to counteract what the atmosphere is doing to you. So, it's kind of like very fancy eyeglasses for your telescope.Now, in the next few slides I'm just going to focus on that little square there. So, we're only going to look at the stars inside that small square, although we've looked at all of them. So, I want to see how these things have moved. And over the course of this experiment, these stars have moved a tremendous amount. So, we've been doing this experiment for 15 years, and we see the stars go all the way around.Now, most astronomers have a favorite star, and mine today is a star that's labeled up there, SO-2. Absolutely my favorite star in the world. And that's because it goes around in only 15 years. And to give you a sense of how short that is, the sun takes 200 million years to go around the center of the galaxy. Stars that we knew about before, that were as close to the center of the galaxy as possible, take 500 years. And this one, this one goes around in a human lifetime. That's kind of profound, in a way.But it's the key to this experiment. The orbit tells me how much mass is inside a very small radius. So, next we see a picture here that shows you before this experiment the size to which we could confine the mass of the center of the galaxy. What we knew before is that there was four million times the mass of the sun inside that circle. And as you can see, there was a lot of other stuff inside that circle. You can see a lot of stars. So, there was actually lots of alternatives to the idea that there was a supermassive black hole at the center of the galaxy, because you could put a lot of stuff in there.But with this experiment, we've confined that same mass to a much smaller volume that's 10,000 times smaller. And because of that, we've been able to show that there is a supermassive black hole there. To give you a sense of how small that size is, that's the size of our solar system. So, we're cramming four million times the mass of the sun into that small volume.Now, truth in advertising. Right? I have told you my job is to get it down to the Schwarzchild radius. And the truth is, I'm not quite there. But we actually have no alternative today to explaining this concentration of mass. And, in fact, it's the best evidence we have to date for not only existence of a supermassive black hole at the center of our own galaxy, but any in our universe. So, what next? I actually think this is about as good as we're going to do with today's technology, so let's move on with the problem.So, what I want to tell you, very briefly, is a few examples of the excitement of what we can do today at the center of the galaxy, now that we know that there is, or at least we believe, that there is a supermassive black hole there. And the fun phase of this experiment is, while we've tested some of our ideas about the consequences of a supermassive black hole being at the center of our galaxy, almost every single one has been inconsistent with what we actually see. And that's the fun.So, let me give you the two examples. You can ask, ""What do you expect for the old stars, stars that have been around the center of the galaxy for a long time, they've had plenty of time to interact with the black hole."" What you expect there is that old stars should be very clustered around the black hole. You should see a lot of old stars next to that black hole.Likewise, for the young stars, or in contrast, the young stars, they just should not be there. A black hole does not make a kind neighbor to a stellar nursery. To get a star to form, you need a big ball of gas and dust to collapse. And it's a very fragile entity. And what does the big black hole do? It strips that gas cloud apart. It pulls much stronger on one side than the other and the cloud is stripped apart. In fact, we anticipated that star formation shouldn't proceed in that environment.So, you shouldn't see young stars. So, what do we see? Using observations that are not the ones I've shown you today, we can actually figure out which ones are old and which ones are young. The old ones are red. The young ones are blue. And the yellow ones, we don't know yet. So, you can already see the surprise. There is a dearth of old stars. There is an abundance of young stars, so it's the exact opposite of the prediction.So, this is the fun part. And in fact, today, this is what we're trying to figure out, this mystery of how do you get \u2014 how do you resolve this contradiction. So, in fact, my graduate students are, at this very moment, today, at the telescope, in Hawaii, making observations to get us hopefully to the next stage, where we can address this question of why are there so many young stars, and so few old stars. To make further progress we really need to look at the orbits of stars that are much further away. To do that we'll probably need much more sophisticated technology than we have today.Because, in truth, while I said we're correcting for the Earth's atmosphere, we actually only correct for half the errors that are introduced. We do this by shooting a laser up into the atmosphere, and what we think we can do is if we shine a few more that we can correct the rest. So this is what we hope to do in the next few years. And on a much longer time scale, what we hope to do is build even larger telescopes, because, remember, bigger is better in astronomy.So, we want to build a 30 meter telescope. And with this telescope we should be able to see stars that are even closer to the center of the galaxy. And we hope to be able to test some of Einstein's theories of general relativity, some ideas in cosmology about how galaxies form. So, we think the future of this experiment is quite exciting.So, in conclusion, I'm going to show you an animation that basically shows you how these orbits have been moving, in three dimensions. And I hope, if nothing else, I've convinced you that, one, we do in fact have a supermassive black hole at the center of the galaxy. And this means that these things do exist in our universe, and we have to contend with this, we have to explain how you can get these objects in our physical world.Second, we've been able to look at that interaction of how supermassive black holes interact, and understand, maybe, the role in which they play in shaping what galaxies are, and how they work.And last but not least, none of this would have happened without the advent of the tremendous progress that's been made on the technology front. And we think that this is a field that is moving incredibly fast, and holds a lot in store for the future. Thanks very much. (Applause)" +876649,146,"Tax forms, credit agreements, healthcare legislation: They're crammed with gobbledygook, says Alan Siegel, and incomprehensibly long. He calls for a simple, sensible redesign -- and plain English -- to make legal paperwork intelligible to the rest of us.",266,TED2010,1265846400,37,Alan Siegel,Alan Siegel: Let's simplify legal jargon!,1,1269421740,"[{'id': 24, 'name': 'Persuasive', 'count': 476}, {'id': 3, 'name': 'Courageous', 'count': 104}, {'id': 9, 'name': 'Ingenious', 'count': 227}, {'id': 10, 'name': 'Inspiring', 'count': 224}, {'id': 8, 'name': 'Informative', 'count': 312}, {'id': 22, 'name': 'Fascinating', 'count': 79}, {'id': 23, 'name': 'Jaw-dropping', 'count': 19}, {'id': 1, 'name': 'Beautiful', 'count': 15}, {'id': 2, 'name': 'Confusing', 'count': 2}, {'id': 25, 'name': 'OK', 'count': 84}, {'id': 7, 'name': 'Funny', 'count': 9}, {'id': 21, 'name': 'Unconvincing', 'count': 10}, {'id': 11, 'name': 'Longwinded', 'count': 5}, {'id': 26, 'name': 'Obnoxious', 'count': 3}]","[{'id': 771, 'hero': 'https://pe.tedcdn.com/images/ted/151126_800x600.jpg', 'speaker': 'Philip K. Howard', 'title': 'Four ways to fix a broken legal system', 'duration': 1101, 'slug': 'philip_howard', 'viewed_count': 610454}, {'id': 1263, 'hero': 'https://pe.tedcdn.com/images/ted/d8981d1e6975314ff3d42f37a752a48748fdec86_800x600.jpg', 'speaker': 'Sandra Fisher-Martins', 'title': 'The right to understand', 'duration': 942, 'slug': 'sandra_fisher_martins_the_right_to_understand', 'viewed_count': 291249}, {'id': 845, 'hero': 'https://pe.tedcdn.com/images/ted/165908_800x600.jpg', 'speaker': 'George Whitesides', 'title': 'Toward a science of simplicity', 'duration': 1115, 'slug': 'george_whitesides_toward_a_science_of_simplicity', 'viewed_count': 619489}, {'id': 172, 'hero': 'https://pe.tedcdn.com/images/ted/b790be2f87ceffba73fe73837944400c7d61cba2_1600x1200.jpg', 'speaker': 'John Maeda', 'title': 'Designing for simplicity', 'duration': 959, 'slug': 'john_maeda_on_the_simple_life', 'viewed_count': 1215975}, {'id': 75, 'hero': 'https://pe.tedcdn.com/images/ted/cbb85fd640a070fdce1423ec282fff2445100563_1600x1200.jpg', 'speaker': 'Sasa Vucinic', 'title': 'Why we should invest in a free press', 'duration': 1080, 'slug': 'sasa_vucinic_invests_in_free_press', 'viewed_count': 580896}, {'id': 1996, 'hero': 'https://pe.tedcdn.com/images/ted/84912a944ae9b8448e5a7b2ffa5013d69ee27a34_1600x1200.jpg', 'speaker': 'William Black', 'title': 'How to rob a bank (from the inside, that is)', 'duration': 1128, 'slug': 'william_black_how_to_rob_a_bank_from_the_inside_that_is', 'viewed_count': 1509165}]","Executive, simplicity guru","['business', 'language', 'law', 'simplicity']",Let's simplify legal jargon!,"https://www.ted.com/talks/alan_siegel_let_s_simplify_legal_jargon +","So, basically we have public leaders, public officials who are out of control; they are writing bills that are unintelligible, and out of these bills are going to come maybe 40,000 pages of regulations, total complexity, which has a dramatically negative impact on our life. If you're a veteran coming back from Iraq or Vietnam you face a blizzard of paperwork to get your benefits; if you're trying to get a small business loan, you face a blizzard of paperwork.What are we going to do about it? I define simplicity as a means to achieving clarity, transparency and empathy, building humanity into communications. I've been simplifying things for 30 years. I come out of the advertising and design business. My focus is understanding you people, and how you interact with the government to get your benefits, how you interact with corporations to decide whom you're going to do business with, and how you view brands.So, very quickly, when President Obama said, ""I don't see why we can't have a one-page, plain English consumer credit agreement."" So, I locked myself in a room, figured out the content, organized the document, and wrote it in plain English. I've had this checked by the two top consumer credit lawyers in the country. This is a real thing. Now, I went one step further and said, ""Why do we have to stick with the stodgy lawyers and just have a paper document? Let's go online.""And many people might need help in computation. Working with the Harvard Business School, you'll see this example when you talk about minimum payment: If you spent 62 dollars for a meal, the longer you take to pay out that loan, you see, over a period of time using the minimum payment it's 99 dollars and 17 cents. How about that? Do you think your bank is going to show that to people? But it's going to work. It's more effective than just computational aids. And what about terms like ""over the limit""? Perhaps a stealth thing. Define it in context. Tell people what it means.When you put it in plain English, you almost force the institution to give the people a way, a default out of that, and not put themselves at risk. Plain English is about changing the content. And one of the things I'm most proud of is this agreement for IBM. It's a grid, it's a calendar. At such and such a date, IBM has responsibilities, you have responsibilities. Received very favorably by business.And there is some good news to report today. Each year, one in 10 taxpayers receives a notice from the IRS. There are 200 million letters that go out. Running through this typical letter that they had, I ran it through my simplicity lab, it's pretty unintelligible. All the parts of the document in red are not intelligible. We looked at doing over 1,000 letters that cover 70 percent of their transactions in plain English. They have been tested in the laboratory. When I run it through my lab, this heat-mapping shows everything is intelligible. And the IRS has introduced the program.(Applause)There are a couple of things going on right now that I want to bring to your attention. There is a lot of discussion now about a consumer financial protection agency, how to mandate simplicity. We see all this complexity. It's incumbent upon us, and this organization, I believe, to make clarity, transparency and empathy a national priority. There is no way that we should allow government to communicate the way they communicate. There is no way we should do business with companies that have agreements with stealth provisions and that are unintelligible.So, how are we going to change the world? Make clarity, transparency and simplicity a national priority. I thank you.(Applause)" +793925,41,"Racism is making people sick -- especially black women and babies, says Miriam Zoila P\xe9rez. The doula turned journalist explores the relationship between race, class and illness and tells us about a radically compassionate prenatal care program that can buffer pregnant women from the stress that people of color face every day.",745,TEDWomen 2016,1477440000,14,Miriam Zoila P\xe9rez,Miriam Zoila P\xe9rez: How racism harms pregnant women -- and what can help,1,1487001956,"[{'id': 8, 'name': 'Informative', 'count': 112}, {'id': 10, 'name': 'Inspiring', 'count': 54}, {'id': 3, 'name': 'Courageous', 'count': 18}, {'id': 1, 'name': 'Beautiful', 'count': 25}, {'id': 21, 'name': 'Unconvincing', 'count': 22}, {'id': 23, 'name': 'Jaw-dropping', 'count': 6}, {'id': 24, 'name': 'Persuasive', 'count': 37}, {'id': 2, 'name': 'Confusing', 'count': 5}, {'id': 25, 'name': 'OK', 'count': 15}, {'id': 7, 'name': 'Funny', 'count': 3}, {'id': 22, 'name': 'Fascinating', 'count': 20}, {'id': 11, 'name': 'Longwinded', 'count': 20}, {'id': 26, 'name': 'Obnoxious', 'count': 22}, {'id': 9, 'name': 'Ingenious', 'count': 9}]","[{'id': 2428, 'hero': 'https://pe.tedcdn.com/images/ted/a7a560bc53490a0ddca5eb05a6fc361cc7224cef_2880x1620.jpg', 'speaker': 'Dorothy Roberts', 'title': 'The problem with race-based medicine', 'duration': 876, 'slug': 'dorothy_roberts_the_problem_with_race_based_medicine', 'viewed_count': 1008868}, {'id': 2445, 'hero': 'https://pe.tedcdn.com/images/ted/a15d188f6811315cdb75f38b042d936dbb52e2fa_2880x1620.jpg', 'speaker': 'Mary Bassett', 'title': 'Why your doctor should care about social justice', 'duration': 829, 'slug': 'mary_bassett_why_your_doctor_should_care_about_social_justice', 'viewed_count': 1072573}, {'id': 2512, 'hero': 'https://pe.tedcdn.com/images/ted/6094382cb03573581a6b2e3f6c7f0ce1adf7173c_2880x1620.jpg', 'speaker': 'Joseph Ravenell', 'title': 'How barbershops can keep men healthy', 'duration': 788, 'slug': 'joseph_ravenell_how_barbershops_can_keep_men_healthy', 'viewed_count': 993442}, {'id': 2731, 'hero': 'https://pe.tedcdn.com/images/ted/e9b5b4e3cf862978bdcccb0aae17c0de1aa9e830_2880x1620.jpg', 'speaker': 'Zubaida Bai', 'title': 'A simple birth kit for mothers in the developing world', 'duration': 404, 'slug': 'zubaida_bai_a_simple_birth_kit_for_mothers_in_the_developing_world', 'viewed_count': 801275}, {'id': 2788, 'hero': 'https://pe.tedcdn.com/images/ted/45ab201f65e1825771f3f3a310088588e5c344e6_2880x1620.jpg', 'speaker': 'T. Morgan Dixon and Vanessa Garrison', 'title': 'When Black women walk, things change', 'duration': 933, 'slug': 't_morgan_dixon_and_vanessa_garrison_walking_as_a_revolutionary_act_of_self_care', 'viewed_count': 907029}, {'id': 2514, 'hero': 'https://pe.tedcdn.com/images/ted/3e41e5e908157decc853f9b7f71b543f09a84003_2880x1620.jpg', 'speaker': 'Sue Desmond-Hellmann', 'title': 'A smarter, more precise way to think about public health', 'duration': 858, 'slug': 'sue_desmond_hellmann_a_smarter_more_precise_way_to_think_about_public_health', 'viewed_count': 929174}]","Writer, activist","['activism', 'children', 'communication', 'community', 'family', 'health', 'health care', 'humanity', 'illness', 'inequality', 'medical research', 'medicine', 'parenting', 'pregnancy', 'race', 'social change', 'society', 'women']",How racism harms pregnant women -- and what can help,"https://www.ted.com/talks/miriam_zoila_perez_how_racism_harms_pregnant_women_and_what_can_help +","Most of you can probably relate to what I'm feeling right now. My heart is racing in my chest. My palms are a little bit clammy. I'm sweating. And my breath is a little bit shallow. Now, these familiar sensations are obviously the result of standing up in front of a thousand of you and giving a talk that might be streamed online to perhaps a million more. But the physical sensations I'm experiencing right now are actually the result of a much more basic mind-body mechanism. My nervous system is sending a flood of hormones like cortisol and adrenaline into my bloodstream. It's a very old and very necessary response that sends blood and oxygen to the organs and muscles that I might need to respond quickly to a potential threat.But there's a problem with this response, and that is, it can get over-activated. If I face these kinds of stressors on a daily basis, particularly over an extended period of time, my system can get overloaded. So basically, if this response happens infrequently: super-necessary for my well-being and survival. But if it happens too much, it can actually make me sick.There's a growing body of research examining the relationship between chronic stress and illness. Things like heart disease and even cancer are being shown to have a relationship to stress. And that's because, over time, too much activation from stress can interfere with my body's processes that keep me healthy.Now, let's imagine for a moment that I was pregnant. What might this kind of stress, particularly over the length of my pregnancy, what kind of impact might that have on the health of my developing fetus? You probably won't be surprised when I tell you that this kind of stress during pregnancy is not good. It can even cause the body to initiate labor too early, because in a basic sense, the stress communicates that the womb is no longer a safe place for the child. Stress during pregnancy is linked with things like high blood pressure and low infant birth weight, and it can begin a cascade of health challenges that make birth much more dangerous for both parent and child.Now of course stress, particularly in our modern lifestyle, is a somewhat universal experience, right? Maybe you've never stood up to give a TED Talk, but you've faced a big presentation at work, a sudden job loss, a big test, a heated conflict with a family member or friend. But it turns out that the kind of stress we experience and whether we're able to stay in a relaxed state long enough to keep our bodies working properly depends a lot on who we are. There's also a growing body of research showing that people who experience more discrimination are more likely to have poor health. Even the threat of discrimination, like worrying you might be stopped by police while driving your car, can have a negative impact on your health. Harvard Professor Dr. David Williams, the person who pioneered the tools that have proven these linkages, says that the more marginalized groups in our society experience more discrimination and more impacts on their health.I've been interested in these issues for over a decade. I became interested in maternal health when a failed premed trajectory instead sent me down a path looking for other ways to help pregnant people. I became a doula, a lay person trained to provide support to people during pregnancy and childbirth. And because I'm Latina and a Spanish speaker, in my first volunteer doula gig at a public hospital in North Carolina, I saw clearly how race and class impacted the experiences of the women that I supported.If we take a look at the statistics about the rates of illness during pregnancy and childbirth, we see clearly the pattern outlined by Dr. Williams. African-American women in particular have an entirely different experience than white women when it comes to whether their babies are born healthy. In certain parts of the country, particularly the Deep South, the rates of mother and infant death for black women actually approximate those rates in Sub-Saharan African. In those same communities, the rates for white women are near zero.Even nationally, black women are four times more likely to die during pregnancy and childbirth than white women. Four times more likely to die. They're also twice as likely for their infants to die before the first year of life than white infants, and two to three times more likely to give birth too early or too skinny \u2014 a sign of insufficient development. Native women are also more likely to have higher rates of these problems than white women, as are some groups of Latinas. For the last decade as a doula turned journalist and blogger, I've been trying to raise the alarm about just how different the experiences of women of color, but particularly black women, are when it comes to pregnancy and birth in the US.But when I tell people about these appalling statistics, I'm usually met with an assumption that it's about either poverty or lack of access to care. But it turns out, neither of these things tell the whole story. Even middle-class black women still have much worse outcomes than their middle-class white counterparts. The gap actually widens among this group. And while access to care is definitely still a problem, even women of color who receive the recommended prenatal care still suffer from these high rates.And so we come back to the path from discrimination to stress to poor health, and it begins to paint a picture that many people of color know to be true: racism is actually making us sick. Still sound like a stretch? Consider this: immigrants, particularly black and Latina immigrants, actually have better health when they first arrive in the United States. But the longer they stay in this country, the worse their health becomes. People like me, born in the United States to Cuban immigrant parents, are actually more likely to have worse health than my grandparents did. It's what researchers call ""the immigrant paradox,"" and it further illustrates that there's something in the US environment that is making us sick.But here's the thing: this problem, that racism is making people of color, but especially black women and babies, sick, is vast. I could spend all of my time with you talking about it, but I won't, because I want to make sure to tell you about one solution. And the good news is, it's a solution that isn't particularly expensive, and doesn't require any fancy drug treatments or new technologies. The solution is called, ""The JJ Way.""Meet Jennie Joseph. She's a midwife in the Orlando, Florida area who has been serving pregnant women for over a decade. In what she calls her easy-access clinics, Jennie and her team provide prenatal care to over 600 women per year. Her clients, most of whom are black, Haitian and Latina, deliver at the local hospital. But by providing accessible and respectful prenatal care, Jennie has achieved something remarkable: almost all of her clients give birth to healthy, full-term babies.Her method is deceptively simple. Jennie says that all of her appointments start at the front desk. Every member of her team, and every moment a women is at her clinic, is as supportive as possible. No one is turned away due to lack of funds. The JJ Way is to make the finances work no matter what the hurdles. No one is chastised for showing up late to their appointments. No one is talked down to or belittled. Jennie's waiting room feels more like your aunt's living room than a clinic. She calls this space ""a classroom in disguise."" With the plush chairs arranged in a circle, women wait for their appointments in one-on-one chats with a staff educator, or in group prenatal classes.When you finally are called back to your appointment, you are greeted by Alexis or Trina, two of Jennie's medical assistants. Both are young, African-American and moms themselves. Their approach is casual and friendly. During one visit I observed, Trina chatted with a young soon-to-be mom while she took her blood pressure. This Latina mom was having trouble keeping food down due to nausea. As Trina deflated the blood pressure cuff, she said, ""We'll see about changing your prescription, OK? We can't have you not eating."" That ""we"" is actually a really crucial aspect of Jennie's model. She sees her staff as part of a team that, alongside the woman and her family, has one goal: get mom to term with a healthy baby.Jennie says that Trina and Alexis are actually the center of her care model, and that her role as a provider is just to support their work. Trina spends a lot of her day on her cell phone, texting with clients about all sorts of things. One woman texted to ask if a medication she was prescribed at the hospital was OK to take while pregnant. The answer was no. Another woman texted with pictures of an infant born under Jennie's care. Lastly, when you finally are called back to see the provider, you've already taken your own weight in the waiting room, and done your own pee test in the bathroom.This is a big departure from the traditional medical model, because it places responsibility and information back in the woman's hands. So rather than a medical setting where you might be chastised for not keeping up with provider recommendations \u2014 the kind of settings often available to low-income women \u2014 Jennie's model is to be as supportive as possible. And that support provides a crucial buffer to the stress of racism and discrimination facing these women every day.But here's the best thing about Jennie's model: it's been incredibly successful. Remember those statistics I told you, that black women are more likely to give birth too early, to give birth to low birth weight babies, to even die due to complications of pregnancy and childbirth? Well, The JJ Way has almost entirely eliminated those problems, starting with what Jennie calls ""skinny babies."" She's been able to get almost all her clients to term with healthy, chunky babies like this one.Audience: Aw!Miriam Zoila P\xe9rez: This is a baby girl born to a client of Jennie's this past June.A similar demographic of women in Jennie's area who gave birth at the same hospital her clients did were three times more likely to give birth to a baby below a healthy weight. Jennie is making headway into what has been seen for decades as an almost intractable problem. Some of you might be thinking, all this one-on-one attention that The JJ Way requires must be too expensive to scale. Well, you'd be wrong. The visit with the provider is not the center of Jennie's model, and for good reason. Those visits are expensive, and in order to maintain her model, she's got to see a lot of clients to cover costs. But Jennie doesn't have to spend a ton of time with each woman, if all of the members of her team can provide the support, information and care that her clients need. The beauty of Jennie's model is that she actually believes it can be implemented in pretty much any health care setting. It's a revolution in care just waiting to happen.These problems I've been sharing with you are big. They come from long histories of racism, classism, a society based on race and class stratification. They involve elaborate physiological mechanisms meant to protect us, that, when overstimulated, actually make us sick. But if there's one thing I've learned from my work as a doula, it's that a little bit of unconditional support can go a really long way. History has shown that people are incredibly resilient, and while we can't eradicate racism or the stress that results from it overnight, we might just be able to create environments that provide a buffer to what people of color experience on a daily basis. And during pregnancy, that buffer can be an incredible tool towards shifting the impact of racism for generations to come.Thank you.(Applause)" +902761,73,"""I want you to reimagine how life is organized on earth,"" says global strategist Parag Khanna. As our expanding cities grow ever more connected through transportation, energy and communications networks, we evolve from geography to what he calls ""connectography."" This emerging global network civilization holds the promise of reducing pollution and inequality -- and even overcoming geopolitical rivalries. In this talk, Khanna asks us to embrace a new maxim for the future: ""Connectivity is destiny.""",1234,TED2016,1455667200,19,Parag Khanna,Parag Khanna: How megacities are changing the map of the world,1,1459868691,"[{'id': 8, 'name': 'Informative', 'count': 364}, {'id': 10, 'name': 'Inspiring', 'count': 220}, {'id': 22, 'name': 'Fascinating', 'count': 215}, {'id': 24, 'name': 'Persuasive', 'count': 97}, {'id': 23, 'name': 'Jaw-dropping', 'count': 44}, {'id': 9, 'name': 'Ingenious', 'count': 52}, {'id': 21, 'name': 'Unconvincing', 'count': 50}, {'id': 1, 'name': 'Beautiful', 'count': 29}, {'id': 11, 'name': 'Longwinded', 'count': 36}, {'id': 25, 'name': 'OK', 'count': 24}, {'id': 26, 'name': 'Obnoxious', 'count': 22}, {'id': 3, 'name': 'Courageous', 'count': 17}, {'id': 2, 'name': 'Confusing', 'count': 17}, {'id': 7, 'name': 'Funny', 'count': 1}]","[{'id': 645, 'hero': 'https://pe.tedcdn.com/images/ted/118201_800x600.jpg', 'speaker': 'Parag Khanna', 'title': 'Mapping the future of countries', 'duration': 1133, 'slug': 'parag_khanna_maps_the_future_of_countries', 'viewed_count': 935904}, {'id': 2456, 'hero': 'https://pe.tedcdn.com/images/ted/a3f84852a0e9a1cbed23d21e6a56ec2bbd612657_2880x1620.jpg', 'speaker': 'Arthur Brooks', 'title': ""A conservative's plea: Let's work together"", 'duration': 854, 'slug': 'arthur_brooks_a_conservative_s_plea_let_s_work_together', 'viewed_count': 1132964}, {'id': 2348, 'hero': 'https://pe.tedcdn.com/images/ted/7e282e3b442c167b2993f0ef4a51d5e641174c1d_2880x1620.jpg', 'speaker': 'Michael Green', 'title': 'How we can make the world a better place by 2030', 'duration': 879, 'slug': 'michael_green_how_we_can_make_the_world_a_better_place_by_2030', 'viewed_count': 1141258}, {'id': 2618, 'hero': 'https://pe.tedcdn.com/images/ted/d8e4522288626c1c1452092afef1efd3f13fd094_2880x1620.jpg', 'speaker': 'Ian Bremmer', 'title': 'How the US should use its superpower status', 'duration': 937, 'slug': 'ian_bremmer_how_the_us_should_use_its_superpower_status', 'viewed_count': 851673}, {'id': 2591, 'hero': 'https://pe.tedcdn.com/images/ted/301bdae5c984d0116ec5aca92151f6626b674747_2880x1620.jpg', 'speaker': 'Danny Dorling', 'title': 'Maps that show us who we are (not just where we are)', 'duration': 847, 'slug': 'danny_dorling_maps_that_show_us_who_we_are_not_just_where_we_are', 'viewed_count': 1384971}, {'id': 1314, 'hero': 'https://pe.tedcdn.com/images/ted/8a03547f0e52d9b2203fdd803e468474bcf43494_800x600.jpg', 'speaker': 'Paddy Ashdown', 'title': 'The global power shift', 'duration': 1109, 'slug': 'paddy_ashdown_the_global_power_shift', 'viewed_count': 986666}]",Global strategist,"['Internet', 'big problems', 'collaboration', 'communication', 'community', 'economics', 'engineering', 'environment', 'future', 'global development', 'global issues', 'government', 'green', 'history', 'humanity', 'inequality', 'infrastructure', 'innovation', 'investment', 'map', 'mobility', 'policy', 'politics', 'pollution', 'potential', 'social change', 'society', 'transportation', 'urban planning', 'visualizations', 'war', 'world cultures']",How megacities are changing the map of the world,"https://www.ted.com/talks/parag_khanna_how_megacities_are_changing_the_map_of_the_world +","I want you to reimagine how life is organized on earth. Think of the planet like a human body that we inhabit. The skeleton is the transportation system of roads and railways, bridges and tunnels, air and seaports that enable our mobility across the continents. The vascular system that powers the body are the oil and gas pipelines and electricity grids. that distribute energy. And the nervous system of communications is the Internet cables, satellites, cellular networks and data centers that allow us to share information.This ever-expanding infrastructural matrix already consists of 64 million kilometers of roads, four million kilometers of railways, two million kilometers of pipelines and one million kilometers of Internet cables. What about international borders? We have less than 500,000 kilometers of borders.Let's build a better map of the world. And we can start by overcoming some ancient mythology. There's a saying with which all students of history are familiar: ""Geography is destiny."" Sounds so grave, doesn't it? It's such a fatalistic adage. It tells us that landlocked countries are condemned to be poor, that small countries cannot escape their larger neighbors, that vast distances are insurmountable. But every journey I take around the world, I see an even greater force sweeping the planet: connectivity.The global connectivity revolution, in all of its forms \u2014 transportation, energy and communications \u2014 has enabled such a quantum leap in the mobility of people, of goods, of resources, of knowledge, such that we can no longer even think of geography as distinct from it. In fact, I view the two forces as fusing together into what I call ""connectography.""Connectography represents a quantum leap in the mobility of people, resources and ideas, but it is an evolution, an evolution of the world from political geography, which is how we legally divide the world, to functional geography, which is how we actually use the world, from nations and borders, to infrastructure and supply chains.Our global system is evolving from the vertically integrated empires of the 19th century, through the horizontally interdependent nations of the 20th century, into a global network civilization in the 21st century. Connectivity, not sovereignty, has become the organizing principle of the human species.(Applause)We are becoming this global network civilization because we are literally building it. All of the world's defense budgets and military spending taken together total just under two trillion dollars per year. Meanwhile, our global infrastructure spending is projected to rise to nine trillion dollars per year within the coming decade. And, well, it should. We have been living off an infrastructure stock meant for a world population of three billion, as our population has crossed seven billion to eight billion and eventually nine billion and more. As a rule of thumb, we should spend about one trillion dollars on the basic infrastructure needs of every billion people in the world.Not surprisingly, Asia is in the lead. In 2015, China announced the creation of the Asian Infrastructure Investment Bank, which together with a network of other organizations aims to construct a network of iron and silk roads, stretching from Shanghai to Lisbon.And as all of this topographical engineering unfolds, we will likely spend more on infrastructure in the next 40 years, we will build more infrastructure in the next 40 years, than we have in the past 4,000 years.Now let's stop and think about it for a minute. Spending so much more on building the foundations of global society rather than on the tools to destroy it can have profound consequences. Connectivity is how we optimize the distribution of people and resources around the world. It is how mankind comes to be more than just the sum of its parts. I believe that is what is happening.Connectivity has a twin megatrend in the 21st century: planetary urbanization. Cities are the infrastructures that most define us. By 2030, more than two thirds of the world's population will live in cities. And these are not mere little dots on the map, but they are vast archipelagos stretching hundreds of kilometers.Here we are in Vancouver, at the head of the Cascadia Corridor that stretches south across the US border to Seattle. The technology powerhouse of Silicon Valley begins north of San Francisco down to San Jose and across the bay to Oakland. The sprawl of Los Angeles now passes San Diego across the Mexican border to Tijuana. San Diego and Tijuana now share an airport terminal where you can exit into either country. Eventually, a high-speed rail network may connect the entire Pacific spine. America's northeastern megalopolis begins in Boston through New York and Philadelphia to Washington. It contains more than 50 million people and also has plans for a high-speed rail network.But Asia is where we really see the megacities coming together. This continuous strip of light from Tokyo through Nagoya to Osaka contains more than 80 million people and most of Japan's economy. It is the world's largest megacity. For now.But in China, megacity clusters are coming together with populations reaching 100 million people. The Bohai Rim around Beijing, The Yangtze River Delta around Shanghai and the Pearl River Delta, stretching from Hong Kong north to Guangzhou. And in the middle, the Chongqing-Chengdu megacity cluster, whose geographic footprint is almost the same size as the country of Austria.And any number of these megacity clusters has a GDP approaching two trillion dollars \u2014 that's almost the same as all of India today. So imagine if our global diplomatic institutions, such as the G20, were to base their membership on economic size rather than national representation. Some Chinese megacities may be in and have a seat at the table, while entire countries, like Argentina or Indonesia would be out.Moving to India, whose population will soon exceed that of China, it too has a number of megacity clusters, such as the Delhi Capital Region and Mumbai. In the Middle East, Greater Tehran is absorbing one third of Iran's population. Most of Egypt's 80 million people live in the corridor between Cairo and Alexandria. And in the gulf, a necklace of city-states is forming, from Bahrain and Qatar, through the United Arab Emirates to Muscat in Oman.And then there's Lagos, Africa's largest city and Nigeria's commercial hub. It has plans for a rail network that will make it the anchor of a vast Atlantic coastal corridor, stretching across Benin, Togo and Ghana, to Abidjan, the capital of the Ivory Coast.But these countries are suburbs of Lagos. In a megacity world, countries can be suburbs of cities. By 2030, we will have as many as 50 such megacity clusters in the world. So which map tells you more? Our traditional map of 200 discrete nations that hang on most of our walls, or this map of the 50 megacity clusters?And yet, even this is incomplete because you cannot understand any individual megacity without understanding its connections to the others. People move to cities to be connected, and connectivity is why these cities thrive. Any number of them, such as Sao Paulo or Istanbul or Moscow, has a GDP approaching or exceeding one third of one half of their entire national GDP.But equally importantly, you cannot calculate any of their individual value without understanding the role of the flows of people, of finance, of technology that enable them to thrive. Take the Gauteng province of South Africa, which contains Johannesburg and the capital Pretoria. It too represents just over a third of South Africa's GDP. But equally importantly, it is home to the offices of almost every single multinational corporation that invests directly into South Africa and indeed, into the entire African continent.Cities want to be part of global value chains. They want to be part of this global division of labor. That is how cities think. I've never met a mayor who said to me, ""I want my city to be cut off."" They know that their cities belong as much to the global network civilization as to their home countries.Now, for many people, urbanization causes great dismay. They think cities are wrecking the planet. But right now, there are more than 200 intercity learning networks thriving. That is as many as the number of intergovernmental organizations that we have. And all of these intercity networks are devoted to one purpose, mankind's number one priority in the 21st century: sustainable urbanization.Is it working? Let's take climate change. We know that summit after summit in New York and Paris is not going to reduce greenhouse gas emissions. But what we can see is that transferring technology and knowledge and policies between cities is how we've actually begun to reduce the carbon intensity of our economies.Cities are learning from each other. How to install zero-emissions buildings, how to deploy electric car-sharing systems. In major Chinese cities, they're imposing quotas on the number of cars on the streets. In many Western cities, young people don't even want to drive anymore. Cities have been part of the problem, now they are part of the solution.Inequality is the other great challenge to achieving sustainable urbanization. When I travel through megacities from end to end \u2014 it takes hours and days \u2014 I experience the tragedy of extreme disparity within the same geography. And yet, our global stock of financial assets has never been larger, approaching 300 trillion dollars. That's almost four times the actual GDP of the world.We have taken on such enormous debts since the financial crisis, but have we invested them in inclusive growth? No, not yet. Only when we build sufficient, affordable public housing, when we invest in robust transportation networks to allow people to connect to each other both physically and digitally, that's when our divided cities and societies will come to feel whole again.(Applause)And that is why infrastructure has just been included in the United Nations Sustainable Development Goals, because it enables all the others. Our political and economic leaders are learning that connectivity is not charity, it's opportunity. And that's why our financial community needs to understand that connectivity is the most important asset class of the 21st century.Now, cities can make the world more sustainable, they can make the world more equitable, I also believe that connectivity between cities can make the world more peaceful. If we look at regions of the world with dense relations across borders, we see more trade, more investment and more stability. We all know the story of Europe after World War II, where industrial integration kicked off a process that gave rise to today's peaceful European Union. And you can see that Russia, by the way, is the least connected of major powers in the international system. And that goes a long way towards explaining the tensions today. Countries that have less stake in the system also have less to lose in disturbing it. In North America, the lines that matter most on the map are not the US-Canada border or the US-Mexico border, but the dense network of roads and railways and pipelines and electricity grids and even water canals that are forming an integrated North American union. North America does not need more walls, it needs more connections.(Applause)But the real promise of connectivity is in the postcolonial world. All of those regions where borders have historically been the most arbitrary and where generations of leaders have had hostile relations with each other. But now a new group of leaders has come into power and is burying the hatchet.Let's take Southeast Asia, where high-speed rail networks are planned to connect Bangkok to Singapore and trade corridors from Vietnam to Myanmar. Now this region of 600 million people coordinates its agricultural resources and its industrial output. It is evolving into what I call a Pax Asiana, a peace among Southeast Asian nations.A similar phenomenon is underway in East Africa, where a half dozen countries are investing in railways and multimodal corridors so that landlocked countries can get their goods to market. Now these countries coordinate their utilities and their investment policies. They, too, are evolving into a Pax Africana.One region we know could especially use this kind of thinking is the Middle East. As Arab states tragically collapse, what is left behind but the ancient cities, such as Cairo, Beirut and Baghdad? In fact, the nearly 400 million people of the Arab world are almost entirely urbanized. As societies, as cities, they are either water rich or water poor, energy rich or energy poor. And the only way to correct these mismatches is not through more wars and more borders, but through more connectivity of pipelines and water canals. Sadly, this is not yet the map of the Middle East. But it should be, a connected Pax Arabia, internally integrated and productively connected to its neighbors: Europe, Asia and Africa.Now, it may not seem like connectivity is what we want right now towards the world's most turbulent region. But we know from history that more connectivity is the only way to bring about stability in the long run. Because we know that in region after region, connectivity is the new reality. Cities and countries are learning to aggregate into more peaceful and prosperous wholes.But the real test is going to be Asia. Can connectivity overcome the patterns of rivalry among the great powers of the Far East? After all, this is where World War III is supposed to break out. Since the end of the Cold War, a quarter century ago, at least six major wars have been predicted for this region. But none have broken out.Take China and Taiwan. In the 1990s, this was everyone's leading World War III scenario. But since that time, the trade and investment volumes across the straits have become so intense that last November, leaders from both sides held a historic summit to discuss eventual peaceful reunification. And even the election of a nationalist party in Taiwan that's pro-independence earlier this year does not undermine this fundamental dynamic.China and Japan have an even longer history of rivalry and have been deploying their air forces and navies to show their strength in island disputes. But in recent years, Japan has been making its largest foreign investments in China. Japanese cars are selling in record numbers there. And guess where the largest number of foreigners residing in Japan today comes from? You guessed it: China.China and India have fought a major war and have three outstanding border disputes, but today India is the second largest shareholder in the Asian Infrastructure Investment Bank. They're building a trade corridor stretching from Northeast India through Myanmar and Bangladesh to Southern China. Their trade volume has grown from 20 billion dollars a decade ago to 80 billion dollars today.Nuclear-armed India and Pakistan have fought three wars and continue to dispute Kashmir, but they're also negotiating a most-favored-nation trade agreement and want to complete a pipeline stretching from Iran through Pakistan to India.And let's talk about Iran. Wasn't it just two years ago that war with Iran seemed inevitable? Then why is every single major power rushing to do business there today?Ladies and gentlemen, I cannot guarantee that World War III will not break out. But we can definitely see why it hasn't happened yet. Even though Asia is home to the world's fastest growing militaries, these same countries are also investing billions of dollars in each other's infrastructure and supply chains. They are more interested in each other's functional geography than in their political geography. And that is why their leaders think twice, step back from the brink, and decide to focus on economic ties over territorial tensions.So often it seems like the world is falling apart, but building more connectivity is how we put Humpty Dumpty back together again, much better than before. And by wrapping the world in such seamless physical and digital connectivity, we evolve towards a world in which people can rise above their geographic constraints. We are the cells and vessels pulsing through these global connectivity networks.Everyday, hundreds of millions of people go online and work with people they've never met. More than one billion people cross borders every year, and that's expected to rise to three billion in the coming decade.We don't just build connectivity, we embody it. We are the global network civilization, and this is our map. A map of the world in which geography is no longer destiny. Instead, the future has a new and more hopeful motto: connectivity is destiny.Thank you.(Applause)" +1827512,38,"Professional Arab women juggle more responsibilities than their male counterparts, and they face more cultural rigidity than Western women. What can their success teach us about tenacity, competition, priorities and progress? Tracing her career as an engineer, advocate and mother in Abu Dhabi, Leila Hoteit shares three lessons for thriving in the modern world.",842,TED@BCG Paris,1463529600,28,Leila Hoteit,Leila Hoteit: 3 lessons on success from an Arab businesswoman,1,1468249217,"[{'id': 3, 'name': 'Courageous', 'count': 583}, {'id': 10, 'name': 'Inspiring', 'count': 956}, {'id': 1, 'name': 'Beautiful', 'count': 214}, {'id': 8, 'name': 'Informative', 'count': 239}, {'id': 25, 'name': 'OK', 'count': 71}, {'id': 22, 'name': 'Fascinating', 'count': 138}, {'id': 7, 'name': 'Funny', 'count': 39}, {'id': 11, 'name': 'Longwinded', 'count': 10}, {'id': 26, 'name': 'Obnoxious', 'count': 20}, {'id': 24, 'name': 'Persuasive', 'count': 181}, {'id': 9, 'name': 'Ingenious', 'count': 59}, {'id': 23, 'name': 'Jaw-dropping', 'count': 49}, {'id': 21, 'name': 'Unconvincing', 'count': 15}, {'id': 2, 'name': 'Confusing', 'count': 8}]","[{'id': 1943, 'hero': 'https://pe.tedcdn.com/images/ted/373700e0a638f825524a87edc5d46526e935c085_1600x1200.jpg', 'speaker': 'Anne-Marie Slaughter', 'title': 'Can we all ""have it all""?', 'duration': 1031, 'slug': 'anne_marie_slaughter_can_we_all_have_it_all', 'viewed_count': 1424960}, {'id': 1069, 'hero': 'https://pe.tedcdn.com/images/ted/5522ec96e8c756594722fc58943e43d7f26488cb_800x600.jpg', 'speaker': 'Nigel Marsh', 'title': 'How to make work-life balance work', 'duration': 605, 'slug': 'nigel_marsh_how_to_make_work_life_balance_work', 'viewed_count': 3813823}, {'id': 2262, 'hero': 'https://pe.tedcdn.com/images/ted/b3c8a767c074d6d211fd7e5a3f3a6fc89ac10d83_2880x1620.jpg', 'speaker': 'Yassmin Abdel-Magied', 'title': 'What does my headscarf mean to you?', 'duration': 841, 'slug': 'yassmin_abdel_magied_what_does_my_headscarf_mean_to_you', 'viewed_count': 1863936}, {'id': 1040, 'hero': 'https://pe.tedcdn.com/images/ted/ba6d4cdee53ae12d2db55a733409fac7e92c022c_2880x1620.jpg', 'speaker': 'Sheryl Sandberg', 'title': 'Why we have too few women leaders', 'duration': 898, 'slug': 'sheryl_sandberg_why_we_have_too_few_women_leaders', 'viewed_count': 7431486}, {'id': 1906, 'hero': 'https://pe.tedcdn.com/images/ted/974c5bd8117770619bd2d4359f2915b3c0639803_1600x1200.jpg', 'speaker': 'Sheryl Sandberg', 'title': 'So we leaned in ... now what?', 'duration': 1016, 'slug': 'sheryl_sandberg_so_we_leaned_in_now_what', 'viewed_count': 2133166}, {'id': 1033, 'hero': 'https://pe.tedcdn.com/images/ted/776f8828ccdcebb3e0f545217991ce56a9969c39_800x600.jpg', 'speaker': 'Hanna Rosin', 'title': 'New data on the rise of women', 'duration': 972, 'slug': 'hanna_rosin_new_data_on_the_rise_of_women', 'viewed_count': 851895}]",Women's advocate,"['Middle East', 'business', 'leadership', 'women', 'women in business', 'work']",3 lessons on success from an Arab businesswoman,"https://www.ted.com/talks/leila_hoteit_3_lessons_on_success_from_an_arab_businesswoman +","""Mom, who are these people?"" It was an innocent question from my young daughter Alia around the time when she was three. We were walking along with my husband in one of Abu Dhabi's big fancy malls. Alia was peering at a huge poster standing tall in the middle of the mall. It featured the three rulers of the United Arab Emirates. As she tucked in my side, I bent down and explained that these were the rulers of the UAE who had worked hard to develop their nation and preserve its unity. She asked, ""Mom, why is it that here where we live, and back in Lebanon, where grandma and grandpa live, we never see the pictures of powerful women on the walls? Is it because women are not important?""This is probably the hardest question I've had to answer in my years as a parent and in my 16-plus years of professional life, for that matter. I had grown up in my hometown in Lebanon, the younger of two daughters to a very hard-working pilot and director of operations for the Lebanese Airlines and a super-supportive stay-at-home mom and grandma. My father had encouraged my sister and I to pursue our education even though our culture emphasized at the time that it was sons and not daughters who should be professionally motivated. I was one of very few girls of my generation who left home at 18 to study abroad. My father didn't have a son, and so I, in a sense, became his.Fast-forward a couple of decades, and I hope I didn't do too badly in making my father proud of his would-be son. As I got my Bachelor's and PhD in electrical engineering, did R&D in the UK, then consulting in the Middle East, I have always been in male-dominated environments. Truth be told, I have never found a role model I could truly identify with. My mother's generation wasn't into professional leadership. There were some encouraging men along the way, but none knew the demands and pressures I was facing, pressures that got particularly acute when I had my own two beautiful children. And although Western women love to give us poor, oppressed Arab women advice, they live different lives with different constraints.So Arab women of my generation have had to become our own role models. We have had to juggle more than Arab men, and we have had to face more cultural rigidity than Western women. As a result, I would like to think that we poor, oppressed women actually have some useful, certainly hard-earned lessons to share, lessons that might turn out useful for anyone wishing to thrive in the modern world. Here are three of mine.[""Convert their sh*t into your fuel.""](Laughter)(Applause)There is this word that everybody is touting as the key to success: resilience. Well, what exactly is resilience, and how do you develop it? I believe resilience is simply the ability to transform shit into fuel.In my previous job, well before my current firm, I was working with a man we will call John. I had teamed up with John and was working hard, hoping he would notice how great I was and that he would come to support my case to make partner at the firm. I was, in addition to delivering on my consulting projects, writing passionately on the topic of women economic empowerment. One day, I got to present my research to a roomful of MBA students. John was part of the audience listening for the first time to the details of my study. As I proceeded with my presentation, I could see John in the corner of my eye. He had turned a dark shade of pink and had slid under his chair in apparent shame.I finished my presentation to an applauding audience and we rushed out and jumped into the car. There he exploded. ""What you did up there was unacceptable! You are a consultant, not an activist!"" I said, ""John, I don't understand. I presented a couple of gender parity indices, and some conclusions about the Arab world. Yes, we do happen to be today at the bottom of the index, but what is it that I said or presented that was not factual?""To which he replied, ""The whole premise of your study is wrong. What you are doing is dangerous and will break the social fabric of our society."" He paused, then added, ""When women have children, their place is in the home.""Time stood still for a long while, and all I could think and repeat in the chaos of my brain was: ""You can forget about that partnership, Leila. It's just never going to happen."" It took me a couple of days to fully absorb this incident and its implications, but once I did, I reached three conclusions. One, that these were his issues, his complexes. There may be many like him in our society, but I would never let their issues become mine. Two, that I needed another sponsor, and fast.(Laughter)I got one, by the way, and boy, was he great. And three, that I would get to show John what women with children can do. I apply this lesson equally well to my personal life. As I have progressed in my career, I have received many words of encouragement, but I have also often been met by women, men and couples who have clearly had an issue with my husband and I having chosen the path of a dual-career couple.So you get this well-meaning couple who tells you straight out at a family gathering or at a friends gathering, that, come on, you must know you're not a great mom, given how much you're investing in your career, right? I would lie if I said these words didn't hurt. My children are the most precious thing to me, and the thought that I could be failing them in any way is intolerable. But just like I did with John, I quickly reminded myself that these were their issues, their complexes. So instead of replying, I gave back one of my largest smiles as I saw, in flashing light, the following sign in my mind's eye.[Be happy, it drives people crazy.](Applause)You see, as a young woman in these situations, you have two options. You can either decide to internalize these negative messages that are being thrown at you, to let them make you feel like a failure, like success is way too hard to ever achieve, or you can choose to see that others' negativity is their own issue, and instead transform it into your own personal fuel. I have learned to always go for option two, and I have found that it has taken me from strength to strength. And it's true what they say: success is the best revenge.Some women in the Middle East are lucky enough to be married to someone supportive of their career. Correction: I should say ""smart enough,"" because who you marry is your own choice, and you'd better marry someone supportive if you plan to have a long career. Still today, the Arab man is not an equal contributor in the home. It's simply not expected by our society, and even frowned upon as not very manly. As for the Arab woman, our society still assumes that her primary source of happiness should be the happiness and prosperity of her children and husband. She mostly exists for her family. Things are changing, but it will take time.For now, it means that the professional Arab woman has to somehow maintain the perfect home, make sure that her children's every need is being taken care of and manage her demanding career. To achieve this, I have found the hard way that you need to apply your hard-earned professional skills to your personal life. You need to work your life.Here is how I do this in my personal life. One thing to know about the Middle East is that nearly every family has access to affordable domestic help. The challenge therefore becomes how to recruit effectively. Just like I would in my business life, I have based the selection of who would support me with my children while I'm at work on a strong referral. Cristina had worked for four years with my sister and the quality of her work was well-established. She is now an integral member of our family, having been with us since Alia was six months old. She makes sure that the house is running smoothly while I'm at work, and I make sure to empower her in the most optimal conditions for her and my children, just like I would my best talent at work. This lesson applies whatever your childcare situation, whether an au pair, nursery, part-time nanny that you share with someone else. Choose very carefully, and empower.If you look at my calendar, you will see every working day one and a half hours from 7pm to 8:30pm UAE time blocked and called ""family time."" This is sacred time. I have done this ever since Alia was a baby. I do everything in my power to protect this time so that I can be home by then to spend quality time with my children, asking them about their day, checking up on homework, reading them a bedtime story and giving them lots of kisses and cuddles. If I'm traveling, in whatever the time zone, I use Skype to connect with my children even if I am miles away. Our son Burhan is five years old, and he's learning to read and do basic maths.Here's another confession: I have found that our daughter is actually more successful at teaching him these skills than I am.(Laughter)It started as a game, but Alia loves playing teacher to her little brother, and I have found that these sessions actually improve Burhan's literacy, increase Alia's sense of responsibility, and strengthen the bonding between them, a win-win all around.The successful Arab women I know have each found their unique approach to working their life as they continue to shoulder the lion's share of responsibility in the home.But this is not just about surviving in your dual role as a career woman and mother. This is also about being in the present. When I am with my children, I try to leave work out of our lives. Instead of worrying about how many minutes I can spend with them every day, I focus on turning these minutes into memorable moments, moments where I'm seeing my kids, hearing them, connecting with them.[""Join forces, don't compete.""]Arab women of my generation have not been very visible in the public eye as they grew up. This explains, I think, to some extent, why you find so few women in politics in the Arab world. The upside of this, however, is that we have spent a lot of time developing a social skill behind the scenes, in coffee shops, in living rooms, on the phone, a social skill that is very important to success: networking. I would say the average Arab woman has a large network of friends and acquaintances. The majority of those are also women.In the West, it seems like ambitious women often compare themselves to other women hoping to be noticed as the most successful woman in the room. This leads to the much-spoken-about competitive behavior between professional women. If there's only room for one woman at the top, then you can't make room for others, much less lift them up.Arab women, generally speaking, have not fallen for this psychological trap. Faced with a patriarchal society, they have found that by helping each other out, all benefit.In my previous job, I was the most senior woman in the Middle East, so one could think that investing in my network of female colleagues couldn't bring many benefits and that I should instead invest my time developing my relationships with male seniors and peers. Yet two of my biggest breaks came through the support of other women. It was the head of marketing who initially suggested I be considered as a young global leader to the World Economic Forum. She was familiar with my media engagements and my publications, and when she was asked to voice her opinion, she highlighted my name. It was a young consultant, a Saudi lady and friend, who helped me sell my first project in Saudi Arabia, a market I was finding hard to gain traction in as a woman. She introduced me to a client, and that introduction led to the first of very many projects for me in Saudi. Today, I have two senior women on my team, and I see making them successful as key to my own success. Women continue to advance in the world, not fast enough, but we're moving.The Arab world, too, is making progress, despite many recent setbacks. Just this year, the UAE appointed five new female ministers to its cabinet, for a total of eight female ministers. That's nearly 28 percent of the cabinet, and more than many developed countries can claim. This is today my daughter Alia's favorite picture. This is the result, no doubt, of great leadership, but it is also the result of strong Arab women not giving up and continuously pushing the boundaries. It is the result of Arab women deciding every day like me to convert shit into fuel, to work their life to keep work out of their life, and to join forces and not compete.As I look to the future, my hopes for my daughter when she stands on this stage some 20, 30 years from now are that she be as proud to call herself her mother's daughter as her father's daughter.My hopes for my son are that by then, the expression ""her mother's son"" or ""mama's boy"" would have taken on a completely different meaning.Thank you.(Applause)" +610454,277,"The land of the free has become a legal minefield, says Philip K. Howard -- especially for teachers and doctors, whose work has been paralyzed by fear of suits. What's the answer? A lawyer himself, Howard has four propositions for simplifying US law.",1101,TED2010,1266019200,24,Philip K. Howard,Philip K. Howard: Four ways to fix a broken legal system,1,1266743700,"[{'id': 23, 'name': 'Jaw-dropping', 'count': 120}, {'id': 24, 'name': 'Persuasive', 'count': 758}, {'id': 8, 'name': 'Informative', 'count': 263}, {'id': 3, 'name': 'Courageous', 'count': 269}, {'id': 9, 'name': 'Ingenious', 'count': 101}, {'id': 22, 'name': 'Fascinating', 'count': 107}, {'id': 10, 'name': 'Inspiring', 'count': 443}, {'id': 25, 'name': 'OK', 'count': 37}, {'id': 21, 'name': 'Unconvincing', 'count': 54}, {'id': 2, 'name': 'Confusing', 'count': 14}, {'id': 7, 'name': 'Funny', 'count': 17}, {'id': 1, 'name': 'Beautiful', 'count': 17}, {'id': 11, 'name': 'Longwinded', 'count': 17}, {'id': 26, 'name': 'Obnoxious', 'count': 19}]","[{'id': 187, 'hero': 'https://pe.tedcdn.com/images/ted/01726ef3620b97fcc2a664e1339c6602785123f7_1600x1200.jpg', 'speaker': 'Lawrence Lessig', 'title': 'Laws that choke creativity', 'duration': 1136, 'slug': 'larry_lessig_says_the_law_is_strangling_creativity', 'viewed_count': 1895269}, {'id': 721, 'hero': 'https://pe.tedcdn.com/images/ted/137577_240x180.jpg', 'speaker': 'Michael Sandel', 'title': ""What's the right thing to do?"", 'duration': 3296, 'slug': 'michael_sandel_what_s_the_right_thing_to_do', 'viewed_count': 393461}, {'id': 640, 'hero': 'https://pe.tedcdn.com/images/ted/117051_800x600.jpg', 'speaker': 'Jonathan Zittrain', 'title': 'The Web as random acts of kindness', 'duration': 1191, 'slug': 'jonathan_zittrain_the_web_is_a_random_act_of_kindness', 'viewed_count': 717488}, {'id': 1043, 'hero': 'https://pe.tedcdn.com/images/ted/096b5ffc6f219b59eda79ae79cba25cd24bf2863_2880x1620.jpg', 'speaker': 'Barry Schwartz', 'title': 'Using our practical wisdom', 'duration': 1387, 'slug': 'barry_schwartz_using_our_practical_wisdom', 'viewed_count': 948619}, {'id': 2254, 'hero': 'https://pe.tedcdn.com/images/ted/8e269b19d65573b6b6252345584e8d3b7cde4e6e_2880x1620.jpg', 'speaker': 'Steven Wise', 'title': 'Chimps have feelings and thoughts. They should also have rights', 'duration': 857, 'slug': 'steven_wise_chimps_have_feelings_and_thoughts_they_should_also_have_rights', 'viewed_count': 1028526}, {'id': 1594, 'hero': 'https://pe.tedcdn.com/images/ted/a1dff6f8b58a59c8f721cb351b1e6c43f9d8db0f_1600x1200.jpg', 'speaker': 'Heather Brooke', 'title': 'My battle to expose government corruption', 'duration': 1137, 'slug': 'heather_brooke_my_battle_to_expose_government_corruption', 'viewed_count': 932022}]",Legal activist,"['business', 'design', 'health care', 'law']",Four ways to fix a broken legal system,"https://www.ted.com/talks/philip_howard +","I've always been interested in the relationship of formal structures and human behavior. If you build a wide road out to the outskirts of town, people will move there. Well, law is also a powerful driver of human behavior. And what I'd like to discuss today is the need to overhaul and simplify the law to release the energy and passion of Americans, so that we can begin to address the challenges of our society.You might have noticed that law has grown progressively denser in your lives over the last decade or two. If you run a business, it's hard to do much of anything without calling your general counsel. Indeed, there is this phenomenon now where the general counsels are becoming the CEOs. It's a little bit like the Invasion Of The Body Snatchers. You need a lawyer to run the company, because there's so much law. But it's not just business that's affected by this, it's actually pressed down into the daily activities of ordinary people.A couple of years ago I was hiking near Cody, Wyoming. It was in a grizzly bear preserve, although no one told me that before we went. And our guide was a local science teacher. She was wholly unconcerned about the bears, but she was terrified of lawyers. The stories started pouring out. She'd just been involved in an episode where a parent had threatened to sue the school because she lowered the grade of the student by 10 percent when he turned the paper in late. The principal didn't want to stand up to the parent because he didn't want to get dragged into some legal proceedings. So, she had to go to meeting after meeting, same arguments made over and over again. After 30 days of sleepless nights, she finally capitulated and raised the grade. She said, ""Life's too short, I just can't keep going with this.""About the same time, she was going to take two students to a leadership conference in Laramie, which is a couple of hours away, and she was going to drive them in her car, but the school said, ""No, you can't drive them in the car for liability reasons. You have to go in a school bus."" So, they provided a bus that held 60 people and drove the three of them back and forth several hours to Laramie.Her husband is also a science teacher, and he takes his biology class on a hike in the nearby national park. But he was told he couldn't go on the hike this year because one of the students in the class was disabled, so the other 25 students didn't get to go on the hike either. At the end of this day I could have filled a book just with stories about law from this one teacher.Now, we've been taught to believe that law is the foundation of freedom. But somehow or another, in the last couple of decades, the land of the free has become a legal minefield. It's really changed our lives in ways that are sort of imperceptible; and yet, when you pull back, you see it all the time. It's changed the way we talk. I was talking to a pediatrician friend in North Carolina. He said, ""Well you know, I don't deal with patients the same way anymore. You wouldn't want to say something off-the-cuff that might be used against you."" This is a doctor, whose life is caring for people. My own law firm has a list of questions that I'm not allowed to ask when interviewing candidates, such as the sinister question, bulging with hidden motives and innuendo, ""Where are you from?"" (Laughter)Now for 20 years, tort reformers have been sounding the alarm that lawsuits are out of control. And we read every once in while about these crazy lawsuits, like the guy in the District of Columbia who sued his dry cleaners for 54 million dollars because they lost his pair of pants. The case went on for two years; I think he's still appealing the case.But the reality is, these crazy cases are relatively rare. They don't usually win. And the total of direct tort cost in this country is about two percent, which is twice as much as in other countries but, as taxes go, hardly crippling. But the direct costs are really only the tip of the iceberg.What's happened here, again, almost without our knowing, is our culture has changed. People no longer feel free to act on their best judgment. So, what do we do about it? We certainly don't want to give up the rights, when people do something wrong, to seek redress in the courts. We need regulation to make sure people don't pollute and such. We lack even a vocabulary to deal with this problem, and that's because we have the wrong frame of reference.We've been trained to think that the way to look at every dispute, every issue, is a matter of kind of individual rights. And so we peer through a legal microscope, and look at everything. Is it possible that there are extenuating circumstances that explain why Johnny turned his paper in late in Cody, Wyoming? Is it possible that the doctor might have done something differently when the sick person gets sicker? And of course the hindsight bias is perfect. There's always a different scenario that you can sketch out where it's possible that something could have been done differently.And yet, we've been trained to squint into this legal microscope, hoping that we can judge any dispute against the standard of a perfect society, where everyone will agree what's fair, and where accidents will be extinct, risk will be no more. Of course, this is Utopia; it's a formula for paralysis, not freedom. It's not the basis of the rule of law, it's not the basis of a free society. So, now I have the first of four propositions I'm going to leave with you about how you simplify the law: You've got to judge law mainly by its effect on the broader society, not individual disputes. Absolutely vital.So, let's pull back from the anecdotes for a second and look at our society from high above. Is it working? What does the macro-data show us? Well, the healthcare system has been transformed: a culture pervaded with defensiveness, universal distrust of the system of justice, universal practice of defensive medicine. It's very hard to measure because there are mixed motives. Doctors can make more on ordering tests sometimes, and also they no longer even know what's right or wrong. But reliable estimates range between 60 billion and 200 billion dollars per year. That's enough to provide care to all the people in America who don't have it.The trial lawyers say, ""Well, this legal fear makes doctors practice better medicine."" Well that's been studied too, by the Institute of Medicine and others. Turns out that's not the case. The fear has chilled professional interaction so thousands of tragic errors occur because doctors are afraid to speak up: ""Are you sure that's the right dosage?"" Because they're not sure, and they don't want to take legal responsibility.Let's go to schools. As we saw with the teacher in Cody, Wyoming, she seems to be affected by the law. Well it turns out the schools are literally drowning in law. You could have a separate section of a law library around each of the following legal concepts: due process, special education, no child left behind, zero tolerance, work rules ... it goes on. We did a study of all the rules that affect one school in New York. The Board of Ed. had no idea. Tens of thousands of discreet rules, 60 steps to suspend a student from school: It's a formula for paralysis. What's the effect of that? One is a decline in order.Again, studies have shown it's directly attributable to the rise of due process. Public agenda did a survey for us a couple of years ago where they found that 43 percent of the high school teachers in America say that they spend at least half of their time maintaining order in the classroom. That means those students are getting half the learning they're supposed to, because if one child is disrupting the class no one can learn. And what happens when the teacher tries to assert order? They're threatened with a legal claim. We also surveyed that. Seventy-eight percent of the middle and high school teachers in America have been threatened by their students with violating their rights, with lawsuits by their students. They are threatening, their students. It's not that they usually sue, it's not that they would win, but it's an indication of the corrosion of authority.And how has this system of law worked for government? It doesn't seem to be working very well does it? Neither in Sacramento nor in Washington. The other day at the State of the Union speech, President Obama said, and I think we could all agree with this goal, ""From the first railroads to the interstate highway system, our nation has always been the first to compete. There is no reason Europe or China should have the fastest trains."" Well, actually there is a reason: Environmental review has evolved into a process of no pebble left unturned for any major project taking the better part of a decade, then followed by years of litigation by anybody who doesn't like the project.Then, just staying above the Earth for one more second, people are acting like idiots, (Laughter) all across the country. (Applause) Idiots. A couple of years ago, Broward County, Florida, banned running at recess. (Laughter) That means all the boys are going to be ADD. I mean it's just absolutely a formula for failure.My favorite, though, are all the warning labels. ""Caution: Contents are hot,"" on billions of coffee cups. Archeologists will dig us up in a thousand years and they won't know about defensive medicine and stuff, but they'll see all these labels, ""Contents are extremely hot."" They'll think it was some kind of aphrodisiac. That's the only explanation. Because why would you have to tell people that something was actually hot? My favorite warning was one on a five-inch fishing lure. I grew up in the South and whiled away the summers fishing. Five-inch fishing lure, it's a big fishing lure, with a three pronged hook in the back, and outside it said, ""Harmful if swallowed."" (Laughter)So, none of these people are doing what they think is right. And why not? They don't trust the law. Why don't they trust the law? Because it gives us the worst of both worlds: It's random \u2014 anybody can sue for almost anything and take it to a jury, not even an effort at consistency \u2014 and it's also too detailed. In the areas that are regulated, there are so many rules no human could possibly know it. Well how do you fix it? We could spend 10,000 lifetimes trying to prune this legal jungle. But the challenge here is not one of just amending the law, because the hurdle for success is trust.People \u2014 for law to be the platform for freedom, people have to trust it. So, that's my second proposition: Trust is an essential condition to a free society. Life is complicated enough without legal fear. But law is different than other kinds of uncertainties, because it carries with it the power of state. And so the state can come in. It actually changes the way people think. It's like having a little lawyer on your shoulders all day long, whispering in your ear, ""Could that go wrong? Might that go wrong?"" It drives people from the smart part of the brain \u2014 that dark, deep well of the subconscious, where instincts and experience, and all the other factors of creativity and good judgment are \u2014 it drives us to the thin veneer of conscious logic.Pretty soon the doctor's saying, ""Well, I doubt if that headache could be a tumor, but who would protect me if it were? So maybe I'll just order the MRI."" Then you've wasted 200 billion dollars in unnecessary tests. If you make people self-conscious about their judgments, studies show you will make them make worse judgments. If you tell the pianist to think about how she's hitting the notes when she's playing the piece, she can't play the piece. Self-consciousness is the enemy of accomplishment. Edison stated it best. He said, ""Hell, we ain't got no rules around here, we're trying to accomplish something."" (Laughter)So, how do you restore trust? Tweaking the law's clearly not good enough, and tort reform, which is a great idea, lowers your cost if you're a businessperson, but it's like a Band-Aid on this gaping wound of distrust. States with extensive tort reform still suffer all these pathologies. So, what's needed is not just to limit claims, but actually create a dry ground of freedom. It turns out that freedom actually has a formal structure. And it is this: Law sets boundaries, and on one side of those boundaries are all the things you can't do or must do \u2014 you can't steal, you've got to pay your taxes \u2014 but those same boundaries are supposed to define and protect a dry ground of freedom.Isaiah Berlin put it this way: ""Law sets frontiers, not artificially drawn, within which men shall be inviolable."" We've forgotten that second part. Those dikes have burst. People wade through law all day long. So, what's needed now is to rebuild these boundaries. And it's especially important to rebuild them for lawsuits. Because what people can sue for establishes the boundaries for everybody else's freedom. If someone brings a lawsuit over, ""A kid fell off the seesaw,"" it doesn't matter what happens in the lawsuit, all the seesaws will disappear. Because no one will want to take the risk of a lawsuit. And that's what's happened. There are no seesaws, jungle gyms, merry-go-rounds, climbing ropes, nothing that would interest a kid over the age of four, because there's no risk associated with it.So, how do we rebuild it? Life is too complex for... (Applause) Life is too complex for a software program. All these choices involve value judgments and social norms, not objective facts. And so here is the fourth proposition. This is what we have, the philosophy we have to change to. And there are two essential elements of it: We have to simplify the law. We have to migrate from all this complexity towards general principles and goals. The constitution is only 16 pages long. Worked pretty well for 200 years.Law has to be simple enough so that people can internalize it in their daily choices. If they can't internalize it, they won't trust it. And how do you make it simple? Because life is complex, and here is the hardest and biggest change: We have to restore the authority to judges and officials to interpret and apply the law. (Applause) We have to rehumanize the law. To make law simple so that you feel free, the people in charge have to be free to use their judgment to interpret and apply the law in accord with reasonable social norms. As you're going down, and walking down the sidewalk during the day, you have to think that if there is a dispute, there's somebody in society who sees it as their job to affirmatively protect you if you're acting reasonably. That person doesn't exist today.This is the hardest hurdle. It's actually not very hard. Ninety-eight percent of cases, this is a piece of cake. Maybe you've got a claim in small claims court for your lost pair of pants for $100, but not in a court of general jurisdiction for millions of dollars. Case dismissed without prejudice or refiling in small claims court. Takes five minutes. That's it, it's not that hard.But it's a hard hurdle because we got into this legal quicksand because we woke up in the 1960s to all these really bad values: racism, gender discrimination, pollution \u2014 they were bad values. And we wanted to create a legal system where no one could have bad values anymore. The problem is, we created a system where we eliminated the right to have good values. It doesn't mean that people in authority can do whatever they want. They're still bounded by legal goals and principles: The teacher is accountable to the principal, the judge is accountable to an appellate court, the president is accountable to voters. But the accountability's up the line judging the decision against the effect on everybody, not just on the disgruntled person. You can't run a society by the lowest common denominator. (Applause)So, what's needed is a basic shift in philosophy. We can pull the plug on a lot of this stuff if we shift our philosophy. We've been taught that authority is the enemy of freedom. It's not true. Authority, in fact, is essential to freedom. Law is a human institution; responsibility is a human institution. If teachers don't have authority to run the classroom, to maintain order, everybody's learning suffers. If the judge doesn't have the authority to toss out unreasonable claims, then all of us go through the day looking over our shoulders. If the environmental agency can't decide that the power lines are good for the environment, then there's no way to bring the power from the wind farms to the city. A free society requires red lights and green lights, otherwise it soon descends into gridlock. That's what's happened to America. Look around.What the world needs now is to restore the authority to make common choices. It's the only way to get our freedom back, and it's the only way to release the energy and passion needed so that we can meet the challenges of our time. Thank you. (Applause)" +1422767,180,"Designer Alastair Parvin presents a simple but provocative idea: what if, instead of architects creating buildings for those who can afford to commission them, regular citizens could design and build their own houses? The concept is at the heart of WikiHouse, an open source construction kit that means just about anyone can build a house, anywhere.",791,TED2013,1361923200,30,Alastair Parvin,Alastair Parvin: Architecture for the people by the people,1,1369321231,"[{'id': 23, 'name': 'Jaw-dropping', 'count': 107}, {'id': 24, 'name': 'Persuasive', 'count': 175}, {'id': 9, 'name': 'Ingenious', 'count': 394}, {'id': 3, 'name': 'Courageous', 'count': 75}, {'id': 22, 'name': 'Fascinating', 'count': 288}, {'id': 21, 'name': 'Unconvincing', 'count': 19}, {'id': 8, 'name': 'Informative', 'count': 167}, {'id': 10, 'name': 'Inspiring', 'count': 434}, {'id': 1, 'name': 'Beautiful', 'count': 32}, {'id': 25, 'name': 'OK', 'count': 31}, {'id': 11, 'name': 'Longwinded', 'count': 4}, {'id': 7, 'name': 'Funny', 'count': 7}, {'id': 26, 'name': 'Obnoxious', 'count': 4}, {'id': 2, 'name': 'Confusing', 'count': 3}]","[{'id': 54, 'hero': 'https://pe.tedcdn.com/images/ted/46d2ab26cbbbc66734bff1b9108fe007b5c6039c_2880x1620.jpg', 'speaker': 'Cameron Sinclair', 'title': 'My wish: A call for open-source architecture', 'duration': 1414, 'slug': 'cameron_sinclair_on_open_source_architecture', 'viewed_count': 1211454}, {'id': 37, 'hero': 'https://pe.tedcdn.com/images/ted/24d2cdd703346a33bc9d7e6be0b4c9bdc9dd4b9a_1600x1200.jpg', 'speaker': 'Jimmy Wales', 'title': 'The birth of Wikipedia', 'duration': 1201, 'slug': 'jimmy_wales_on_the_birth_of_wikipedia', 'viewed_count': 1106620}, {'id': 1122, 'hero': 'https://pe.tedcdn.com/images/ted/16714a48824ae0531bcbc5c6ed0eac50f2e49942_800x600.jpg', 'speaker': 'Marcin Jakubowski', 'title': 'Open-sourced blueprints for civilization', 'duration': 250, 'slug': 'marcin_jakubowski', 'viewed_count': 1479364}, {'id': 589, 'hero': 'https://pe.tedcdn.com/images/ted/99793_800x600.jpg', 'speaker': 'Daniel Libeskind', 'title': '17 words of architectural inspiration', 'duration': 1116, 'slug': 'daniel_libeskind_s_17_words_of_architectural_inspiration', 'viewed_count': 784697}, {'id': 31, 'hero': 'https://pe.tedcdn.com/images/ted/200_480x360.jpg', 'speaker': 'Thom Mayne', 'title': 'How architecture can connect us', 'duration': 1240, 'slug': 'thom_mayne_on_architecture_as_connection', 'viewed_count': 660962}, {'id': 2670, 'hero': 'https://pe.tedcdn.com/images/ted/90867c364d093ffc416e7827b63a9302902fcfa4_2880x1620.jpg', 'speaker': 'Jeanne Gang', 'title': 'Buildings that blend nature and city', 'duration': 715, 'slug': 'jeanne_gang_buildings_that_blend_nature_and_city', 'viewed_count': 1035901}]",Designer,"['architecture', 'design', 'infrastructure', 'open-source']",Architecture for the people by the people,"https://www.ted.com/talks/alastair_parvin_architecture_for_the_people_by_the_people +","When we use the word ""architect"" or ""designer,"" what we usually mean is a professional, someone who gets paid, and we tend to assume that it's those professionals who are going to be the ones to help us solve the really big, systemic design challenges that we face like climate change, urbanization and social inequality. That's our kind of working presumption. And I think it's wrong, actually.In 2008, I was just about to graduate from architecture school after several years, and go out and get a job, and this happened. The economy ran out of jobs. And a couple of things struck me about this. One, don't listen to career advisers. And two, actually this is a fascinating paradox for architecture, which is that, as a society, we've never needed design thinking more, and yet architecture was literally becoming unemployed. It strikes me that we talk very deeply about design, but actually there's an economics behind architecture that we don't talk about, and I think we need to.And a good place to start is your own paycheck. So, as a bottom-of-the-rung architecture graduate, I might expect to earn about 24,000 pounds. That's about 36,000, 37,000 dollars. Now in terms of the whole world's population, that already puts me in the top 1.95 richest people, which raises the question of, who is it I'm working for? The uncomfortable fact is that actually almost everything that we call architecture today is actually the business of designing for about the richest one percent of the world's population, and it always has been. The reason why we forgot that is because the times in history when architecture did the most to transform society were those times when, actually, the one percent would build on behalf of the 99 percent, for various different reasons, whether that was through philanthropy in the 19th century, communism in the early 20th, the welfare state, and most recently, of course, through this inflated real estate bubble. And all of those booms, in their own various ways, have now kicked the bucket, and we're back in this situation where the smartest designers and architects in the world are only really able to work for one percent of the population.Now it's not just that that's bad for democracy, though I think it probably is, it's actually not a very clever business strategy, actually. I think the challenge facing the next generation of architects is, how are we going to turn our client from the one percent to the 100 percent? And I want to offer three slightly counterintuitive ideas for how it might be done.The first is, I think we need to question this idea that architecture is about making buildings. Actually, a building is about the most expensive solution you can think of to almost any given problem. And fundamentally, design should be much, much more interested in solving problems and creating new conditions. So here's a story. The office was working with a school, and they had an old Victorian school building.And they said to the architects, ""Look, our corridors are an absolute nightmare. They're far too small. They get congested between classes. There's bullying. We can't control them. So what we want you to do is re-plan our entire building, and we know it's going to cost several million pounds, but we're reconciled to the fact.""And the team thought about this, and they went away, and they said, ""Actually, don't do that. Instead, get rid of the school bell. And instead of having one school bell that goes off once, have several smaller school bells that go off in different places and different times, distribute the traffic through the corridors."" It solves the same problem, but instead of spending several million pounds, you spend several hundred pounds. Now, it looks like you're doing yourself out of a job, but you're not. You're actually making yourself more useful. Architects are actually really, really good at this kind of resourceful, strategic thinking. And the problem is that, like a lot of design professions, we got fixated on the idea of providing a particular kind of consumer product, and I don't think that needs to be the case anymore.The second idea worth questioning is this 20th-century thing that mass architecture is about big \u2014 big buildings and big finance. Actually, we've got ourselves locked into this Industrial Era mindset which says that the only people who can make cities are large organizations or corporations who build on our behalf, procuring whole neighborhoods in single, monolithic projects, and of course, form follows finance. So what you end up with are single, monolithic neighborhoods based on this kind of one-size-fits-all model. And a lot of people can't even afford them. But what if, actually, it's possible now for cities to be made not just by the few with a lot but also by the many with a bit? And when they do, they bring with them a completely different set of values about the place that they want to live. And it raises really interesting questions about, how will we plan cities? How will finance development? How will we sell design services? What would it mean for democratic societies to offer their citizens a right to build? And in a way it should be kind of obvious, right, that in the 21st century, maybe cities can be developed by citizens.And thirdly, we need to remember that, from a strictly economic point of view, design shares a category with sex and care of the elderly \u2014 mostly it's done by amateurs. And that's a good thing. Most of the work takes place outside of the monetary economy in what's called the social economy or the core economy, which is people doing it for themselves. And the problem is that, up until now, it was the monetary economy which had all the infrastructure and all the tools.So the challenge we face is, how are we going to build the tools, the infrastructure and the institutions for architecture's social economy? And that began with open-source software. And over the last few years, it's been moving into the physical world with open-source hardware, which are freely shared blueprints that anyone can download and make for themselves. And that's where 3D printing gets really, really interesting. Right? When suddenly you had a 3D printer that was open-source, the parts for which could be made on another 3D printer. Or the same idea here, which is for a CNC machine, which is like a large printer that can cut sheets of plywood. What these technologies are doing is radically lowering the thresholds of time and cost and skill. They're challenging the idea that if you want something to be affordable it's got to be one-size-fits-all. And they're distributing massively really complex manufacturing capabilities. We're moving into this future where the factory is everywhere, and increasingly that means that the design team is everyone. That really is an industrial revolution. And when we think that the major ideological conflicts that we inherited were all based around this question of who should control the means of production, and these technologies are coming back with a solution: actually, maybe no one. All of us.And we were fascinated by what that might mean for architecture. So about a year and a half ago, we started working on a project called WikiHouse, and WikiHouse is an open-source construction system. And the idea is to make it possible for anyone to go online, access a freely shared library of 3D models which they can download and adapt in, at the moment, SketchUp, because it's free, and it's easy to use, and almost at the click of a switch they can generate a set of cutting files which allow them, in effect, to print out the parts from a house using a CNC machine and a standard sheet material like plywood. And the parts are all numbered, and basically what you end up with is a really big IKEA kit. (Laughter) And it goes together without any bolts. It uses wedge and peg connections. And even the mallets to make it can be provided on the cutting sheets as well. And a team of about two or three people, working together, can build this. They don't need any traditional construction skills. They don't need a huge array of power tools or anything like that, and they can build a small house of about this size in about a day.(Applause)And what you end up with is just the basic chassis of a house onto which you can then apply systems like windows and cladding and insulation and services based on what's cheap and what's available. Of course, the house is never finished. We're shifting our heads here, so the house is not a finished product. With the CNC machine, you can make new parts for it over its life or even use it to make the house next door. So we can begin to see the seed of a completely open-source, citizen-led urban development model, potentially.And we and others have built a few prototypes around the world now, and some really interesting lessons here. One of them is that it's always incredibly sociable. People get confused between construction work and having fun. But the principles of openness go right down into the really mundane, physical details. Like, never designing a piece that can't be lifted up. Or, when you're designing a piece, make sure you either can't put it in the wrong way round, or, if you do, it doesn't matter, because it's symmetrical. Probably the principal which runs deepest with us is the principal set out by Linus Torvalds, the open-source pioneer, which was that idea of, ""Be lazy like a fox."" Don't reinvent the wheel every time. Take what already works, and adapt it for your own needs. Contrary to almost everything that you might get taught at an architecture school, copying is good.Which is appropriate, because actually, this approach is not innovative. It's actually how we built buildings for hundreds of years before the Industrial Revolution in these sorts of community barn-raisings. The only difference between traditional vernacular architecture and open-source architecture might be a web connection, but it's a really, really big difference. We shared the whole of WikiHouse under a Creative Commons license, and now what's just beginning to happen is that groups around the world are beginning to take it and use it and hack it and tinker with it, and it's amazing. There's a cool group over in Christchurch in New Zealand looking at post-earthquake development housing, and thanks to the TED city Prize, we're working with an awesome group in one of Rio's favelas to set up a kind of community factory and micro-university. These are very, very small beginnings, and actually there's more people in the last week who have got in touch and they're not even on this map. I hope next time you see it, you won't even be able to see the map.We're aware that WikiHouse is a very, very small answer, but it's a small answer to a really, really big question, which is that globally, right now, the fastest-growing cities are not skyscraper cities. They're self-made cities in one form or another. If we're talking about the 21st-century city, these are the guys who are going to be making it. You know, like it or not, welcome to the world's biggest design team.So if we're serious about problems like climate change, urbanization and health, actually, our existing development models aren't going to do it. As I think Robert Neuwirth said, there isn't a bank or a corporation or a government or an NGO who's going to be able to do it if we treat citizens only as consumers. How extraordinary would it be, though, if collectively we were to develop solutions not just to the problem of structure that we've been working on, but to infrastructure problems like solar-powered air conditioning, off-grid energy, off-grid sanitation \u2014 low-cost, open-source, high-performance solutions that anyone can very, very easily make, and to put them all into a commons where they're owned by everyone and they're accessible by everyone? A kind of Wikipedia for stuff? And once something's in the commons, it will always be there. How much would that change the rules? And I think the technology's on our side.If design's great project in the 20th century was the democratization of consumption \u2014 that was Henry Ford, Levittown, Coca-Cola, IKEA \u2014 I think design's great project in the 21st century is the democratization of production. And when it comes to architecture in cities, that really matters. Thank you very much. (Applause)" +1045631,60,Virus hunter Nathan Wolfe is outwitting the next pandemic by staying two steps ahead: discovering deadly new viruses where they first emerge -- passing from animals to humans among poor subsistence hunters in Africa -- before they claim millions of lives.,735,TED2009,1233792000,26,Nathan Wolfe,Nathan Wolfe: The jungle search for viruses,1,1238101200,"[{'id': 23, 'name': 'Jaw-dropping', 'count': 76}, {'id': 3, 'name': 'Courageous', 'count': 128}, {'id': 22, 'name': 'Fascinating', 'count': 282}, {'id': 9, 'name': 'Ingenious', 'count': 73}, {'id': 8, 'name': 'Informative', 'count': 370}, {'id': 25, 'name': 'OK', 'count': 41}, {'id': 24, 'name': 'Persuasive', 'count': 171}, {'id': 1, 'name': 'Beautiful', 'count': 12}, {'id': 10, 'name': 'Inspiring', 'count': 133}, {'id': 2, 'name': 'Confusing', 'count': 9}, {'id': 26, 'name': 'Obnoxious', 'count': 10}, {'id': 21, 'name': 'Unconvincing', 'count': 11}, {'id': 11, 'name': 'Longwinded', 'count': 9}, {'id': 7, 'name': 'Funny', 'count': 11}]","[{'id': 69, 'hero': 'https://pe.tedcdn.com/images/ted/8bdfb6113efedf37e72cd88aa1dcf8103bcbf4e0_800x600.jpg', 'speaker': 'Wade Davis', 'title': 'Dreams from endangered cultures', 'duration': 1321, 'slug': 'wade_davis_on_endangered_cultures', 'viewed_count': 2532930}, {'id': 58, 'hero': 'https://pe.tedcdn.com/images/ted/bed12c43ac6ac86503e7734a4655a47bacd2348f_1600x1200.jpg', 'speaker': 'Larry Brilliant', 'title': 'My wish: Help me stop pandemics', 'duration': 1550, 'slug': 'larry_brilliant_wants_to_stop_pandemics', 'viewed_count': 693348}, {'id': 445, 'hero': 'https://pe.tedcdn.com/images/ted/b6813c2c2477a2a97f0b35a7bdeed9a33721bacf_1600x1200.jpg', 'speaker': 'Joe DeRisi', 'title': 'Solving medical mysteries', 'duration': 965, 'slug': 'joe_derisi_hunts_the_next_killer_virus', 'viewed_count': 401016}, {'id': 963, 'hero': 'https://pe.tedcdn.com/images/ted/201134_800x600.jpg', 'speaker': 'Annie Lennox', 'title': 'Why I am an HIV/AIDS activist', 'duration': 556, 'slug': 'annie_lennox_why_i_am_an_hiv_aids_activist', 'viewed_count': 484249}, {'id': 2177, 'hero': 'https://pe.tedcdn.com/images/ted/feb20ff7066bfae475458b02519cbda9523c3ed8_2880x1620.jpg', 'speaker': 'Bruce Aylward', 'title': 'Humanity vs. Ebola. How we could win a terrifying war', 'duration': 1151, 'slug': 'bruce_aylward_humanity_vs_ebola_the_winning_strategies_in_a_terrifying_war', 'viewed_count': 859141}, {'id': 2425, 'hero': 'https://pe.tedcdn.com/images/ted/9b844afb65cb94f942a332064978599e6438b1e5_2880x1620.jpg', 'speaker': 'Pardis Sabeti', 'title': ""How we'll fight the next deadly virus"", 'duration': 577, 'slug': 'pardis_sabeti_how_we_ll_fight_the_next_deadly_virus', 'viewed_count': 1169164}]",Virus hunter,"['AIDS', 'Africa', 'bacteria', 'biodiversity', 'biology', 'disease', 'exploration', 'global issues', 'health', 'microbiology', 'science']",The jungle search for viruses,"https://www.ted.com/talks/nathan_wolfe_hunts_for_the_next_aids +","When most people think about the beginnings of AIDS, they're gonna think back to the 1980s. And certainly, this was the decade in which we discovered AIDS and the virus that causes it, HIV. But in fact this virus crossed over into humans many decades before, from chimpanzees, where the virus originated, into humans who hunt these apes.This photo was taken before the Great Depression in Brazzaville, Congo. At this time, there were thousands of individuals, we think, that were infected with HIV.So I have a couple of really important questions for you. If this virus was in thousands of individuals at this point, why was it the case that it took us until 1984 to be able to discover this virus? OK now, more importantly, had we been there in the '40s and '50s, '60s, had we seen this disease, had we understood exactly what was going on with it, how might that have changed and completely transformed the nature of the way this pandemic moved?In fact, this is not unique to HIV. The vast majority of viruses come from animals. And you can kind of think of this as a pyramid of this bubbling up of viruses from animals into human populations. But only at the very top of this pyramid do these things become completely human. Nevertheless, we spend the vast majority of our energy focused on this level of the pyramid, trying to tackle things that are already completely adapted to human beings, that are going to be very very difficult to address \u2014 as we've seen in the case of HIV.So during the last 15 years, I've been working to actually study the earlier interface here \u2014 what I've labeled ""viral chatter,"" which was a term coined by my mentor Don Burke. This is the idea that we can study the sort of pinging of these viruses into human populations, the movement of these agents over into humans; and by capturing this moment, we might be able to move to a situation where we can catch them early.OK, so this is a picture, and I'm going to show you some pictures now from the field. This is a picture of a central African hunter. It's actually a fairly common picture. One of the things I want you to note from it is blood \u2014 that you see a tremendous amount of blood contact. This was absolutely key for us. This is a very intimate form of connection. So if we're going to study viral chatter, we need to get to these populations who have intensive contact with wild animals.And so we've been studying people like this individual. We collect blood from them, other specimens. We look at the diseases, which are in the animals as well as the humans. And ideally, this is going to allow us to catch these things early on, as they're moving over into human populations. And the basic objective of this work is not to just go out once and look at these individuals, but to establish thousands of individuals in these populations that we would monitor continuously on a regular basis. When they were sick, we would collect specimens from them.We would actually enlist them \u2014 which we've done now \u2014 to collect specimens from animals. We give them these little pieces of filter paper. When they sample from animals, they collect the blood on the filter paper and this allows us to identify yet-unknown viruses from exactly the right animals \u2014 the ones that are actually being hunted.(Video) Narrator: Deep in a remote region of Cameroon, two hunters stalk their prey. Their names are Patrice and Patee. They're searching for bush meat; forest animals they can kill to feed their families. Patrice and Patee set out most days to go out hunting in the forest around their homes. They have a series of traps, of snares that they've set up to catch wild pigs, snakes, monkeys, rodents \u2014 anything they can, really. Patrice and Patee have been out for hours but found nothing. The animals are simply gone.We stop for a drink of water. Then there is a rustle in the brush. A group of hunters approach, their packs loaded with wild game. There's at least three viruses that you know about, which are in this particular monkey.Nathan Wolfe: This species, yeah. And there's many many more pathogens that are present in these animals. These individuals are at specific risk, particularly if there's blood contact, they're at risk for transmission and possibly infection with novel viruses.Narrator: As the hunters display their kills, something surprising happens. They show us filter paper they've used to collect the animals' blood. The blood will be tested for zoonotic viruses, part of a program Dr. Wolfe has spent years setting up.NW: So this is from this animal right here, Greater Spot-Nosed Guenon. Every person who has one of those filter papers has at least, at a minimum, been through our basic health education about the risks associated with these activities, which presumably, from our perspective, gives them the ability to decrease their own risk, and then obviously the risk to their families, the village, the country, and the world.NW: OK, before I continue, I think it's important to take just a moment to talk about bush meat. Bush meat is the hunting of wild game. OK? And you can consider all sorts of different bush meat. I'm going to be talking about this. When your children and grandchildren sort of pose questions to you about this period of time, one of the things they're gonna ask you, is how it was they we allowed some of our closest living relatives, some of the most valuable and endangered species on our planet, to go extinct because we weren't able to address some of the issues of poverty in these parts of the world.But in fact that's not the only question they're going to ask you about this. They're also going to ask you the question that when we knew that this was the way that HIV entered into the human population, and that other diseases had the potential to enter like this, why did we let these behaviors continue? Why did we not find some other solution to this? They're going to say, in regions of profound instability throughout the world, where you have intense poverty, where populations are growing and you don't have sustainable resources like this, this is going to lead to food insecurity.But they're also going to ask you probably a different question. It's one that I think we all need to ask ourselves, which is, why we thought the responsibility rested with this individual here. Now this is the individual \u2014 you can see just right up over his right shoulder \u2014 this is the individual that hunted the monkey from the last picture that I showed you. OK, take a look at his shirt. You know, take a look at his face. Bush meat is one of the central crises, which is occurring in our population right now, in humanity, on this planet. But it can't be the fault of somebody like this. OK? And solving it cannot be his responsibility alone. There's no easy solutions, but what I'm saying to you is that we neglect this problem at our own peril.So, in 1998, along with my mentors Don Burke and Colonel Mpoudi-Ngole, we went to actually start this work in Central Africa, to work with hunters in this part of the world. And my job \u2014 at that time I was a post-doctoral fellow, and I was really tasked with setting this up. So I said to myself, ""OK, great \u2014 we're gonna collect all kinds of specimens. We're gonna go to all these different locations. It's going to be wonderful."" You know, I looked at the map; I picked out 17 sites; I figured, no problem. (Laughter)Needless to say, I was drastically wrong. This is challenging work to do. Fortunately, I had and continue to have an absolutely wonderful team of colleagues and collaborators in my own team, and that's the only way that this work can really occur. We have a whole range of challenges about this work.One of them is just obtaining trust from individuals that we work with in the field. The person you see on the right hand side is Paul DeLong-Minutu. He's one of the best communicators that I've really ever dealt with. When I arrived I didn't speak a word of French, and I still seemed to understand what it was he was saying. Paul worked for years on the Cameroonian national radio and television, and he spoke about health issues. He was a health correspondent. So we figured we'd hire this person \u2014 when we got there he could be a great communicator. When we would get to these rural villages, though, what we found out is that no one had television, so they wouldn't recognize his face. But \u2014 when he began to speak they would actually recognize his voice from the radio. And this was somebody who had incredible potential to spread aspects of our message, whether it be with regards to wildlife conservation or health prevention.Often we run into obstacles. This is us coming back from one of these very rural sites, with specimens from 200 individuals that we needed to get back to the lab within 48 hours. I like to show this shot \u2014 this is Ubald Tamoufe, who's the lead investigator in our Cameroon site. Ubald laughs at me when I show this photo because of course you can't see his face. But the reason I like to show the shot is because you can see that he's about to solve this problem. (Laughter) Which \u2014 which he did, which he did. Just a few quick before and after shots. This was our laboratory before. This is what it looks like now. Early on, in order to ship our specimens, we had to have dry ice. To get dry ice we had to go to the breweries \u2014 beg, borrow, steal to get these folks to give it to us. Now we have our own liquid nitrogen. I like to call our laboratory the coldest place in Central Africa \u2014 it might be. And here's a shot of me, this is the before shot of me. (Laughter) No comment.So what happened? So during the 10 years that we've been doing this work, we actually surprised ourselves. We made a number of discoveries. And what we've found is that if you look in the right place, you can actually monitor the flow of these viruses into human populations. That gave us a tremendous amount of hope. What we've found is a whole range of new viruses in these individuals, including new viruses in the same group as HIV \u2014 so, brand new retroviruses. And let's face it, any new retrovirus in the human population \u2014 it's something we should be aware of. It's something we should be following. It's not something that we should be surprised by.Needless to say in the past these viruses entering into these rural communities might very well have gone extinct. That's no longer the case. Logging roads provide access to urban areas. And critically, what happens in central Africa doesn't stay in Central Africa. So, once we discovered that it was really possible that we could actually do this monitoring, we decided to move this from research, to really attempt to phase up to a global monitoring effort. Through generous support and partnership scientifically with Google.org and the Skoll Foundation, we were able to start the Global Viral Forecasting Initiative and begin work in four different sites in Africa and Asia. Needless to say, different populations from different parts of the world have different sorts of contact. So it's not just hunters in Central Africa. It's also working in live animal markets \u2014 these wet markets \u2014 which is exactly the place where SARS emerged in Asia. But really, this is just the beginning from our perspective.Our objective right now, in addition to deploying to these sites and getting everything moving, is to identify new partners because we feel like this effort needs to be extended to probably 20 or more sites throughout the world \u2014 to viral hotspots \u2014 because really the idea here is to cast an incredibly wide net so that we can catch these things, ideally, before they make it to blood banks, sexual networks, airplanes. And that's really our objective. There was a time not very long ago when the discovery of unknown organisms was something that held incredible awe for us. It had potential to really change the way that we saw ourselves, and thought about ourselves.Many people, I think, on our planet right now despair, and they think we've reached a point where we've discovered most of the things. I'm going tell you right now: please don't despair. If an intelligent extra-terrestrial was taxed with writing the encyclopedia of life on our planet, 27 out of 30 of these volumes would be devoted to bacteria and virus, with just a few of the volumes left for plants, fungus and animals, humans being a footnote; interesting footnote but a footnote nonetheless. This is honestly the most exciting period ever for the study of unknown life forms on our planet. The dominant things that exist here we know almost nothing about. And yet finally, we have the tools, which will allow us to actually explore that world and understand them.Thank you very much. (Applause)" +1607397,112,"In this hilariously lively performance, actress Sarah Jones channels an opinionated elderly Jewish woman, a fast-talking Dominican college student and more, giving TED2009 just a sample of her spectacular character range.",1260,TED2009,1233792000,20,Sarah Jones,Sarah Jones: A one-woman global village,1,1240966800,"[{'id': 1, 'name': 'Beautiful', 'count': 206}, {'id': 7, 'name': 'Funny', 'count': 511}, {'id': 9, 'name': 'Ingenious', 'count': 182}, {'id': 10, 'name': 'Inspiring', 'count': 139}, {'id': 26, 'name': 'Obnoxious', 'count': 20}, {'id': 3, 'name': 'Courageous', 'count': 55}, {'id': 23, 'name': 'Jaw-dropping', 'count': 132}, {'id': 22, 'name': 'Fascinating', 'count': 158}, {'id': 11, 'name': 'Longwinded', 'count': 45}, {'id': 25, 'name': 'OK', 'count': 47}, {'id': 21, 'name': 'Unconvincing', 'count': 12}, {'id': 8, 'name': 'Informative', 'count': 17}, {'id': 24, 'name': 'Persuasive', 'count': 16}, {'id': 2, 'name': 'Confusing', 'count': 10}]","[{'id': 60, 'hero': 'https://pe.tedcdn.com/images/ted/b538bc5fb569cc2a617db5ddc1e42935bceb00c6_2880x1620.jpg', 'speaker': 'Anna Deavere Smith', 'title': 'Four American characters', 'duration': 1385, 'slug': 'anna_deavere_smith_s_american_character', 'viewed_count': 978836}, {'id': 347, 'hero': 'https://pe.tedcdn.com/images/ted/53343_480x360.jpg', 'speaker': 'Carmen Agra Deedy', 'title': 'Once upon a time, my mother ...', 'duration': 1414, 'slug': 'carmen_agra_deedy_spins_stories', 'viewed_count': 672798}, {'id': 26, 'hero': 'https://pe.tedcdn.com/images/ted/387_480x360.jpg', 'speaker': 'Rives', 'title': 'If I controlled the Internet', 'duration': 247, 'slug': 'rives_controls_the_internet', 'viewed_count': 1813677}, {'id': 1989, 'hero': 'https://pe.tedcdn.com/images/ted/974f4028e20390247c51cca4cbe5fbdbc3eab9e0_1600x1200.jpg', 'speaker': 'Sarah Jones', 'title': 'What does the future hold? 11 characters offer quirky answers', 'duration': 1116, 'slug': 'sarah_jones_what_does_the_future_hold_11_characters_offer_quirky_answers', 'viewed_count': 1506029}, {'id': 2770, 'hero': 'https://pe.tedcdn.com/images/ted/ea594390cecc864357ebd75866ab69a68ea141f9_2880x1620.jpg', 'speaker': 'Serena Williams and Gayle King', 'title': 'On tennis, love and motherhood', 'duration': 1108, 'slug': 'serena_williams_gayle_king_on_tennis_love_and_motherhood', 'viewed_count': 1425543}, {'id': 1126, 'hero': 'https://pe.tedcdn.com/images/ted/7191b7ea9a74718a95c3de3f187067b1ae879c00_1600x1200.jpg', 'speaker': 'Kathryn Schulz', 'title': 'On being wrong', 'duration': 1071, 'slug': 'kathryn_schulz_on_being_wrong', 'viewed_count': 3976310}]",Polymorphic playwright,"['culture', 'humanity', 'humor', 'identity', 'performance', 'storytelling', 'theater']",A one-woman global village,"https://www.ted.com/talks/sarah_jones_as_a_one_woman_global_village +","I should tell you that when I was asked to be here, I thought to myself that well, it's TED. And these TEDsters are \u2014 you know, as innocent as that name sounds \u2014 these are the philanthropists and artists and scientists who sort of shape our world. And what could I possibly have to say that would be distinguished enough to justify my participation in something like that? And so I thought perhaps a really civilized-sounding British accent might help things a bit.And then I thought no, no. I should just get up there and be myself and just talk the way I really talk because, after all, this is the great unveiling. And so I thought I'd come up here and unveil my real voice to you. Although many of you already know that I do speak the Queen's English because I am from Queens, New York. (Laughter) But the theme of this session, of course, is invention. And while I don't have any patents that I'm aware of, you will be meeting a few of my inventions today. I suppose it's fair to say that I am interested in the invention of self or selves. We're all born into certain circumstances with particular physical traits, unique developmental experiences, geographical and historical contexts. But then what? To what extent do we self-construct, do we self-invent? How do we self-identify and how mutable is that identity? Like, what if one could be anyone at any time? Well my characters, like the ones in my shows, allow me to play with the spaces between those questions. And so I've brought a couple of them with me. And well, they're very excited. What I should tell you \u2014 what I should tell you is that they've each prepared their own little TED talks. So feel free to think of this as Sarah University. (Laughter)Okay. Okay. Oh, well. Oh, wonderful. Good evening everybody. Thank you so very much for having me here today. Ah, thank you very much. My name is Lorraine Levine. Oh my! There's so many of you. Hi sweetheart. Okay. (Laughter) Anyway, I am here because of a young girl, Sarah Jones. She's a very nice, young black girl. Well you know, she calls herself black \u2014 she's really more like a caramel color if you look at her. But anyway. (Laughter) She has me here because she puts me in her show, what she calls her one-woman show. And you know what that means, of course. That means she takes the credit and then makes us come out here and do all the work. But I don't mind.Frankly, I'm kvelling just to be here with all the luminaries you have attending something like this, you know. Really, it's amazing. Not only, of course, the scientists and all the wonderful giants of the industries but the celebrities. There are so many celebrities running around here. I saw \u2014 Glenn Close I saw earlier. I love her. And she was getting a yogurt in the Google cafe. Isn't that adorable? (Laughter) So many others you see, they're just wonderful. It's lovely to know they're concerned, you know. And \u2014 oh, I saw Goldie Hawn. Oh, Goldie Hawn. I love her, too; she's wonderful. Yeah. You know, she's only half Jewish. Did you know that about her? Yeah. But even so, a wonderful talent. (Laughter) And I \u2014 you know, when I saw her, such a wonderful feeling. Yeah, she's lovely. But anyway, I should have started by saying just how lucky I feel. It's such an eye-opening experience to be here. You're all so responsible for this world that we live in today. You know, I couldn't have dreamed of such a thing as a young girl. And you've all made these advancements happen in such a short time \u2014 you're all so young. You know, your parents must be very proud.But I \u2014 I also appreciate the diversity that you have here. I noticed it's very multicultural. You know, when you're standing up here, you can see all the different people. It's like a rainbow. It's okay to say rainbow. Yeah. I just \u2014 I can't keep up with whether you can say, you know, the different things. What are you allowed to say or not say? I just \u2014 I don't want to offend anybody. You know. But anyway, you know, I just think that to be here with all of you accomplished young people \u2014 literally, some of you, the architects building our brighter future. You know, it's heartening to me. Even though, quite frankly, some of your presentations are horrifying, absolutely horrifying. It's true. It's true. You know, between the environmental degradation and the crashing of the world markets you're talking about. And of course, we know it's all because of the \u2014 all the ... Well, I don't know how else to say it to you, so I'll just say it my way: the ganeyvish schticklich coming from the governments and the, you know, the bankers and the Wall Street. You know it. Anyway. (Laughter)The point is, I'm happy somebody has practical ideas to get us out of this mess. So I salute each of you and your stellar achievements. Thank you for all that you do. And congratulations on being such big makhers that you've become TED meisters. So, happy continued success. Congratulations. Mazel tov. (Applause)Hi. Hi. Thank you everybody. Sorry, this is such a wonderful opportunity and everything, to be here right now. My name is Noraida. And I'm just \u2014 I'm so thrilled to be part of like your TED conference that you're doing and everything like that. I am Dominican-American. Actually, you could say I grew up in the capital of Dominican Republic, otherwise known as Washington Heights in New York City. But I don't know if there's any other Dominican people here, but I know that Juan Enriquez, he was here yesterday. And I think he's Mexican, so that's \u2014 honestly, that's close enough for me right now. So \u2014 (Laughter)I just \u2014 I'm sorry. I'm just trying not to be nervous because this is a very wonderful experience for me and everything. And I just \u2014 you know I'm not used to doing the public speaking. And whenever I get nervous I start to talk really fast. Nobody can understand nothing I'm saying, which is very frustrating for me, as you can imagine. I usually have to just like try to calm down and take a deep breath. But then on top of that, you know, Sarah Jones told me we only have 18 minutes. So then I'm like, should I be nervous, you know, because maybe it's better. And I'm just trying not to panic and freak out. So I like, take a deep breath.Okay. Sorry. So anyway, what I was trying to say is that I really love TED. Like, I love everything about this. It's amazing. Like, it's \u2014 I can't get over this right now. And, like, people would not believe, seriously, where I'm from, that this even exists. You know, like even, I mean I love like the name, the \u2014 TED. I mean I know it's a real person and everything, but I'm just saying that like, you know, I think it's very cool how it's also an acronym, you know, which is like, you know, is like very high concept and everything like that. I like that.And actually, I can relate to the whole like acronym thing and everything. Because, actually, I'm a sophomore at college right now. At my school \u2014 actually I was part of co-founding an organization, which is like a leadership thing, you know, like you guys, you would really like it and everything. And the organization is called DA BOMB, A\and DA BOMB \u2014 not like what you guys can build and everything \u2014 it's like, DA BOMB, it means like Dominican \u2014 it's an acronym \u2014 Dominican-American Benevolent Organization for Mothers and Babies. So, I know, see, like the name is like a little bit long, but with the war on terror and everything, the Dean of Student Activities has asked us to stop saying DA BOMB and use the whole thing so nobody would get the wrong idea, whatever. So, basically like DA BOMB \u2014 what Dominican-American Benevolent Organization for Mothers and Babies does is, basically, we try to advocate for students who show a lot of academic promise and who also happen to be mothers like me. I am a working mother, and I also go to school full-time. And, you know, it's like \u2014 it's so important to have like role models out there. I mean, I know sometimes our lifestyles are very different, whatever.But like even at my job \u2014 like, I just got promoted. Right now it's very exciting actually for me because I'm the Junior Assistant to the Associate Director under the Senior Vice President for Business Development \u2014 that's my new title. So, but I think whether you own your own company or you're just starting out like me, like something like this is so vital for people to just continue expanding their minds and learning. And if everybody, like all people really had access to that, it would be a very different world out there, as I know you know. So, I think all people, we need that, but especially, I look at people like me, you know like, I mean, Latinos \u2014 we're about to be the majority, in like two weeks. So, we deserve just as much to be part of the exchange of ideas as everybody else. So, I'm very happy that you're, you know, doing this kind of thing, making the talks available online. That's very good. I love that. And I just \u2014 I love you guys. I love TED. And if you don't mind, privately now, in the future, I'm going to think of TED as an acronym for Technology, Entertainment and Dominicans. Thank you very much. (Laughter) (Applause)So, that was Noraida, and just like Lorraine and everybody else you're meeting today, these are folks who are based on real people from my real life: friends, neighbors, family members. I come from a multicultural family. In fact, the older lady you just met: very, very loosely based on a great aunt on my mother's side. It's a long story, believe me. But on top of my family background, my parents also sent me to the United Nations school, where I encountered a plethora of new characters, including Alexandre, my French teacher, okay.Well, you know, it was beginner French, that I am taking with her, you know. And it was Madame Bousson, you know, she was very [French]. It was like, you know, she was there in the class, you know, she was kind of typically French. You know, she was very chic, but she was very filled with ennui, you know. And she would be there, you know, kind of talking with the class, you know, talking about the, you know, the existential futility of life, you know. And we were only 11 years old, so it was not appropriate. (Laughter)But [German]. Yes, I took German for three years, [German], and it was quite the experience because I was the only black girl in the class, even in the UN school. Although, you know, it was wonderful. The teacher, Herr Schtopf, he never discriminated. Never. He always, always treated each of us, you know, equally unbearably during the class.So, there were the teachers and then there were my friends, classmates from everywhere, many of whom are still dear friends to this day. And they've inspired many characters as well. For example, a friend of mine.Well, I just wanted to quickly say good evening. My name is Praveen Manvi and thank you very much for this opportunity. Of course, TED, the reputation precedes itself all over the world. But, you know, I am originally from India, and I wanted to start by telling you that once Sarah Jones told me that we will be having the opportunity to come here to TED in California, originally, I was very pleased and, frankly, relieved because, you know, I am a human rights advocate. And usually my work, it takes me to Washington D.C. And there, I must attend these meetings, mingling with some tiresome politicians, trying to make me feel comfortable by telling how often they are eating the curry in Georgetown. (Laughter) So, you can just imagine \u2014 right. So, but I'm thrilled to be joining all of you here. I wish we had more time together, but that's for another time. Okay? Great. (Applause)And, sadly, I don't think we'll have time for you to meet everybody I brought, but \u2014 I'm trying to behave myself, it's my first time here. But I do want to introduce you to a couple of folks you may recognize, if you saw ""Bridge and Tunnel.""Uh, well, thank you. Good evening. My name is Pauline Ning, and first I want to tell you that I'm \u2014 of course I am a member of the Chinese community in New York. But when Sarah Jones asked me to please come to TED, I said, well, you know, first, I don't know that, you know \u2014 before two years ago, you would not find me in front of an audience of people, much less like this because I did not like to give speeches because I feel that, as an immigrant, I do not have good English skills for speaking. But then, I decided, just like Governor Arnold Schwarzenegger, I try anyway. (Laughter) My daughter \u2014 my daughter wrote that, she told me, ""Always start your speech with humor.""But my background \u2014 I want to tell you story only briefly. My husband and I, we brought our son and daughter here in 1980s to have the freedom we cannot have in China at that time. And we tried to teach our kids to be proud of their tradition, but it's very hard. You know, as immigrant, I would speak Chinese to them, and they would always answer me back in English. They love rock music, pop culture, American culture. But when they got older, when the time comes for them to start think about getting married, that's when we expect them to realize, a little bit more, their own culture. But that's where we had some problems. My son, he says he is not ready to get married. And he has a sweetheart, but she is American woman, not Chinese. It's not that it's bad, but I told him, ""What's wrong with a Chinese woman?"" But I think he will change his mind soon.So, then I decide instead, I will concentrate on my daughter. The daughter's marriage is very special to the mom. But first, she said she's not interested. She only wants to spend time with her friends. And then at college, it's like she never came home. And she doesn't want me to come and visit. So I said, ""What's wrong in this picture?"" So, I accused my daughter to have like a secret boyfriend. But she told me, ""Mom, you don't have to worry about boys because I don't like them."" (Laughter) And I said, ""Yes, men can be difficult, but all women have to get used to that."" She said, ""No Mom. I mean, I don't like boys. I like girls. I am lesbian."" So, I always teach my kids to respect American ideas, but I told my daughter that this is one exception \u2014 (Laughter) \u2014 that she is not gay, she is just confused by this American problem. But she told me, ""Mom, it's not American."" She said she is in love \u2014 in love with a nice Chinese girl. (Laughter) So, these are the words I am waiting to hear, but from my son, not my daughter. (Laughter) But at first I did not know what to do. But then, over time, I have come to understand that this is who she is.So, even though sometimes it's still hard, I will share with you that it helps me to realize society is more tolerant, usually because of places like this, because of ideas like this, and people like you, with an open mind. So I think maybe TED, you impact people's lives in the ways maybe even you don't realize. So, for my daughter's sake, I thank you for your ideas worth spreading. Thank you. Xie xie. (Applause)Good evening. My name is Habbi Belahal. And I would like to first of all thank Sarah Jones for putting all of the pressure on the only Arab who she brought with her to be last today. I am originally from Jordan. And I teach comparative literature at Queens College. It is not Harvard. But I feel a bit like a fish out of water. But I am very proud of my students. And I see that a few of them did make it here to the conference. So you will get the extra credit I promised you. But, while I know that I may not look like the typical TED-izen, as you would say, I do like to make the point that we in global society, we are never as different as the appearances may suggest.So, if you will indulge me, I will share quickly with you a bit of verse, which I memorized as a young girl at 16 years of age. So, back in the ancient times. [Arabic] And this roughly translates: ""Please, let me hold your hand. I want to hold your hand. I want to hold your hand. And when I touch you, I feel happy inside. It's such a feeling that my love, I can't hide, I can't hide, I can't hide."" Well, so okay, but please, please, but please. If it is sounding familiar, it is because I was at the same time in my life listening to the Beatles. On the radio [unclear], they were very popular.So, all of that is to say that I like to believe that for every word intended as to render us deaf to one another, there is always a lyric connecting ears and hearts across the continents in rhyme. And I pray that this is the way that we will self-invent, in time. That's all, shukran. Thank you very much for the opportunity. Okay? Great. (Applause)Thank you all very much. It was lovely. Thank you for having me. (Applause) Thank you very, very much. I love you. (Applause) Well, you have to let me say this. I just \u2014 thank you. I want to thank Chris and Jacqueline, and just everyone for having me here. It's been a long time coming, and I feel like I'm home. And I know I've performed for some of your companies or some of you have seen me elsewhere, but this is honestly one of the best audiences I've ever experienced. The whole thing is amazing, and so don't you all go reinventing yourselves any time soon. (Applause)" +2362727,112,"Organizations are often run according to ""the superchicken model,"" where the value is placed on star employees who outperform others. And yet, this isn't what drives the most high-achieving teams. Business leader Margaret Heffernan observes that it is social cohesion \u2014 built every coffee break, every time one team member asks another for help \u2014 that leads over time to great results. It's a radical rethink of what drives us to do our best work, and what it means to be a leader. Because as Heffernan points out: ""Companies don't have ideas. Only people do.""",947,TEDWomen 2015,1432771200,32,Margaret Heffernan,Margaret Heffernan: Forget the pecking order at work,1,1434465598,"[{'id': 1, 'name': 'Beautiful', 'count': 450}, {'id': 9, 'name': 'Ingenious', 'count': 201}, {'id': 8, 'name': 'Informative', 'count': 875}, {'id': 10, 'name': 'Inspiring', 'count': 1588}, {'id': 25, 'name': 'OK', 'count': 68}, {'id': 24, 'name': 'Persuasive', 'count': 483}, {'id': 22, 'name': 'Fascinating', 'count': 508}, {'id': 7, 'name': 'Funny', 'count': 71}, {'id': 3, 'name': 'Courageous', 'count': 197}, {'id': 21, 'name': 'Unconvincing', 'count': 24}, {'id': 11, 'name': 'Longwinded', 'count': 20}, {'id': 26, 'name': 'Obnoxious', 'count': 6}, {'id': 23, 'name': 'Jaw-dropping', 'count': 60}, {'id': 2, 'name': 'Confusing', 'count': 14}]","[{'id': 1533, 'hero': 'https://pe.tedcdn.com/images/ted/f0eda360cd4a39b7cf80388194a2252657e1e2eb_1600x1200.jpg', 'speaker': 'Margaret Heffernan', 'title': 'Dare to disagree', 'duration': 776, 'slug': 'margaret_heffernan_dare_to_disagree', 'viewed_count': 3167417}, {'id': 605, 'hero': 'https://pe.tedcdn.com/images/ted/f54b234d7b2f1ede4837bf2a0bf01e325bbcc6e6_1600x1200.jpg', 'speaker': 'Alain de Botton', 'title': 'A kinder, gentler philosophy of success', 'duration': 1011, 'slug': 'alain_de_botton_a_kinder_gentler_philosophy_of_success', 'viewed_count': 5791037}, {'id': 1998, 'hero': 'https://pe.tedcdn.com/images/ted/b6cccc7593928f4861601289b937d19dac95bed9_1600x1200.jpg', 'speaker': 'Simon Sinek', 'title': 'Why good leaders make you feel safe', 'duration': 719, 'slug': 'simon_sinek_why_good_leaders_make_you_feel_safe', 'viewed_count': 6804131}, {'id': 1837, 'hero': 'https://pe.tedcdn.com/images/ted/fb16b86971a2bdf895982b509fc7b8187677046b_1600x1200.jpg', 'speaker': 'Michael Porter', 'title': 'The case for letting business solve social problems', 'duration': 988, 'slug': 'michael_porter_why_business_can_be_good_at_solving_social_problems', 'viewed_count': 1573653}, {'id': 2272, 'hero': 'https://pe.tedcdn.com/images/ted/55c617f514a04f27d3ac75bde232665257c64326_2880x1620.jpg', 'speaker': 'Bill Gross', 'title': 'The single biggest reason why startups succeed', 'duration': 400, 'slug': 'bill_gross_the_single_biggest_reason_why_startups_succeed', 'viewed_count': 3811323}, {'id': 2470, 'hero': 'https://pe.tedcdn.com/images/ted/2ba99f16e0514c22ae7804b503becb1ce47af9d4_2880x1620.jpg', 'speaker': 'Knut Haanaes', 'title': 'Two reasons companies fail -- and how to avoid them', 'duration': 638, 'slug': 'knut_haanaes_two_reasons_companies_fail_and_how_to_avoid_them', 'viewed_count': 1743976}]",Management thinker,"['TED Books', 'business', 'leadership', 'life', 'work']",Forget the pecking order at work,"https://www.ted.com/talks/margaret_heffernan_why_it_s_time_to_forget_the_pecking_order_at_work +","An evolutionary biologist at Purdue University named William Muir studied chickens. He was interested in productivity \u2014 I think it's something that concerns all of us \u2014 but it's easy to measure in chickens because you just count the eggs. (Laughter) He wanted to know what could make his chickens more productive, so he devised a beautiful experiment. Chickens live in groups, so first of all, he selected just an average flock, and he let it alone for six generations. But then he created a second group of the individually most productive chickens \u2014 you could call them superchickens \u2014 and he put them together in a superflock, and each generation, he selected only the most productive for breeding.After six generations had passed, what did he find? Well, the first group, the average group, was doing just fine. They were all plump and fully feathered and egg production had increased dramatically. What about the second group? Well, all but three were dead. They'd pecked the rest to death. (Laughter) The individually productive chickens had only achieved their success by suppressing the productivity of the rest.Now, as I've gone around the world talking about this and telling this story in all sorts of organizations and companies, people have seen the relevance almost instantly, and they come up and they say things to me like, ""That superflock, that's my company."" (Laughter) Or, ""That's my country."" Or, ""That's my life.""All my life I've been told that the way we have to get ahead is to compete: get into the right school, get into the right job, get to the top, and I've really never found it very inspiring. I've started and run businesses because invention is a joy, and because working alongside brilliant, creative people is its own reward. And I've never really felt very motivated by pecking orders or by superchickens or by superstars. But for the past 50 years, we've run most organizations and some societies along the superchicken model. We've thought that success is achieved by picking the superstars, the brightest men, or occasionally women, in the room, and giving them all the resources and all the power. And the result has been just the same as in William Muir's experiment: aggression, dysfunction and waste. If the only way the most productive can be successful is by suppressing the productivity of the rest, then we badly need to find a better way to work and a richer way to live. (Applause)So what is it that makes some groups obviously more successful and more productive than others? Well, that's the question a team at MIT took to research. They brought in hundreds of volunteers, they put them into groups, and they gave them very hard problems to solve. And what happened was exactly what you'd expect, that some groups were very much more successful than others, but what was really interesting was that the high-achieving groups were not those where they had one or two people with spectacularly high I.Q. Nor were the most successful groups the ones that had the highest aggregate I.Q. Instead, they had three characteristics, the really successful teams. First of all, they showed high degrees of social sensitivity to each other. This is measured by something called the Reading the Mind in the Eyes Test. It's broadly considered a test for empathy, and the groups that scored highly on this did better. Secondly, the successful groups gave roughly equal time to each other, so that no one voice dominated, but neither were there any passengers. And thirdly, the more successful groups had more women in them. (Applause) Now, was this because women typically score more highly on the Reading the Mind in the Eyes Test, so you're getting a doubling down on the empathy quotient? Or was it because they brought a more diverse perspective? We don't really know, but the striking thing about this experiment is that it showed what we know, which is some groups do better than others, but what's key to that is their social connectedness to each other.So how does this play out in the real world? Well, it means that what happens between people really counts, because in groups that are highly attuned and sensitive to each other, ideas can flow and grow. People don't get stuck. They don't waste energy down dead ends.An example: Arup is one of the world's most successful engineering firms, and it was commissioned to build the equestrian center for the Beijing Olympics. Now, this building had to receive two and a half thousand really highly strung thoroughbred horses that were coming off long-haul flights, highly jet-lagged, not feeling their finest. And the problem the engineer confronted was, what quantity of waste to cater for? Now, you don't get taught this in engineering school \u2014 (Laughter) \u2014 and it's not really the kind of thing you want to get wrong, so he could have spent months talking to vets, doing the research, tweaking the spreadsheet. Instead, he asked for help and he found someone who had designed the Jockey Club in New York. The problem was solved in less than a day. Arup believes that the culture of helpfulness is central to their success.Now, helpfulness sounds really anemic, but it's absolutely core to successful teams, and it routinely outperforms individual intelligence. Helpfulness means I don't have to know everything, I just have to work among people who are good at getting and giving help. At SAP, they reckon that you can answer any question in 17 minutes. But there isn't a single high-tech company I've worked with that imagines for a moment that this is a technology issue, because what drives helpfulness is people getting to know each other. Now that sounds so obvious, and we think it'll just happen normally, but it doesn't. When I was running my first software company, I realized that we were getting stuck. There was a lot of friction, but not much else, and I gradually realized the brilliant, creative people that I'd hired didn't know each other. They were so focused on their own individual work, they didn't even know who they were sitting next to, and it was only when I insisted that we stop working and invest time in getting to know each other that we achieved real momentum.Now, that was 20 years ago, and now I visit companies that have banned coffee cups at desks because they want people to hang out around the coffee machines and talk to each other. The Swedes even have a special term for this. They call it fika, which means more than a coffee break. It means collective restoration. At Idexx, a company up in Maine, they've created vegetable gardens on campus so that people from different parts of the business can work together and get to know the whole business that way. Have they all gone mad? Quite the opposite \u2014 they've figured out that when the going gets tough, and it always will get tough if you're doing breakthrough work that really matters, what people need is social support, and they need to know who to ask for help. Companies don't have ideas; only people do. And what motivates people are the bonds and loyalty and trust they develop between each other. What matters is the mortar, not just the bricks.Now, when you put all of this together, what you get is something called social capital. Social capital is the reliance and interdependency that builds trust. The term comes from sociologists who were studying communities that proved particularly resilient in times of stress. Social capital is what gives companies momentum, and social capital is what makes companies robust. What does this mean in practical terms? It means that time is everything, because social capital compounds with time. So teams that work together longer get better, because it takes time to develop the trust you need for real candor and openness. And time is what builds value. When Alex Pentland suggested to one company that they synchronize coffee breaks so that people would have time to talk to each other, profits went up 15 million dollars, and employee satisfaction went up 10 percent. Not a bad return on social capital, which compounds even as you spend it. Now, this isn't about chumminess, and it's no charter for slackers, because people who work this way tend to be kind of scratchy, impatient, absolutely determined to think for themselves because that's what their contribution is. Conflict is frequent because candor is safe. And that's how good ideas turn into great ideas, because no idea is born fully formed. It emerges a little bit as a child is born, kind of messy and confused, but full of possibilities. And it's only through the generous contribution, faith and challenge that they achieve their potential. And that's what social capital supports.Now, we aren't really used to talking about this, about talent, about creativity, in this way. We're used to talking about stars. So I started to wonder, well, if we start working this way, does that mean no more stars? So I went and I sat in on the auditions at the Royal Academy of Dramatic Art in London. And what I saw there really surprised me, because the teachers weren't looking for individual pyrotechnics. They were looking for what happened between the students, because that's where the drama is. And when I talked to producers of hit albums, they said, ""Oh sure, we have lots of superstars in music. It's just, they don't last very long. It's the outstanding collaborators who enjoy the long careers, because bringing out the best in others is how they found the best in themselves."" And when I went to visit companies that are renowned for their ingenuity and creativity, I couldn't even see any superstars, because everybody there really mattered. And when I reflected on my own career, and the extraordinary people I've had the privilege to work with, I realized how much more we could give each other if we just stopped trying to be superchickens. (Laughter) (Applause) Once you appreciate truly how social work is, a lot of things have to change. Management by talent contest has routinely pitted employees against each other. Now, rivalry has to be replaced by social capital. For decades, we've tried to motivate people with money, even though we've got a vast amount of research that shows that money erodes social connectedness. Now, we need to let people motivate each other. And for years, we've thought that leaders were heroic soloists who were expected, all by themselves, to solve complex problems. Now, we need to redefine leadership as an activity in which conditions are created in which everyone can do their most courageous thinking together.We know that this works. When the Montreal Protocol called for the phasing out of CFCs, the chlorofluorocarbons implicated in the hole in the ozone layer, the risks were immense. CFCs were everywhere, and nobody knew if a substitute could be found. But one team that rose to the challenge adopted three key principles. The first was the head of engineering, Frank Maslen, said, there will be no stars in this team. We need everybody. Everybody has a valid perspective. Second, we work to one standard only: the best imaginable. And third, he told his boss, Geoff Tudhope, that he had to butt out, because he knew how disruptive power can be. Now, this didn't mean Tudhope did nothing. He gave the team air cover, and he listened to ensure that they honored their principles. And it worked: Ahead of all the other companies tackling this hard problem, this group cracked it first. And to date, the Montreal Protocol is the most successful international environmental agreement ever implemented.There was a lot at stake then, and there's a lot at stake now, and we won't solve our problems if we expect it to be solved by a few supermen or superwomen. Now we need everybody, because it is only when we accept that everybody has value that we will liberate the energy and imagination and momentum we need to create the best beyond measure.Thank you.(Applause)" +2664733,135,"Right now, billions of neurons in your brain are working together to generate a conscious experience -- and not just any conscious experience, your experience of the world around you and of yourself within it. How does this happen? According to neuroscientist Anil Seth, we're all hallucinating all the time; when we agree about our hallucinations, we call it ""reality."" Join Seth for a delightfully disorienting talk that may leave you questioning the very nature of your existence.",1021,TED2017,1492992000,9,Anil Seth,Anil Seth: Your brain hallucinates your conscious reality,1,1500390013,"[{'id': 10, 'name': 'Inspiring', 'count': 131}, {'id': 9, 'name': 'Ingenious', 'count': 72}, {'id': 23, 'name': 'Jaw-dropping', 'count': 86}, {'id': 22, 'name': 'Fascinating', 'count': 284}, {'id': 8, 'name': 'Informative', 'count': 231}, {'id': 1, 'name': 'Beautiful', 'count': 48}, {'id': 3, 'name': 'Courageous', 'count': 19}, {'id': 7, 'name': 'Funny', 'count': 11}, {'id': 24, 'name': 'Persuasive', 'count': 42}, {'id': 21, 'name': 'Unconvincing', 'count': 9}, {'id': 2, 'name': 'Confusing', 'count': 0}, {'id': 11, 'name': 'Longwinded', 'count': 0}, {'id': 25, 'name': 'OK', 'count': 0}, {'id': 26, 'name': 'Obnoxious', 'count': 0}]","[{'id': 637, 'hero': 'https://pe.tedcdn.com/images/ted/6b718302f7b4ab717b043ab17d41ab0a048fb660_2880x1620.jpg', 'speaker': 'Oliver Sacks', 'title': 'What hallucination reveals about our minds', 'duration': 1128, 'slug': 'oliver_sacks_what_hallucination_reveals_about_our_minds', 'viewed_count': 4233514}, {'id': 2495, 'hero': 'https://pe.tedcdn.com/images/ted/353545d58703d32d2bd05323faa35b2cfc389e42_2880x1620.jpg', 'speaker': 'Uri Hasson', 'title': 'This is your brain on communication', 'duration': 891, 'slug': 'uri_hasson_this_is_your_brain_on_communication', 'viewed_count': 1800565}, {'id': 2798, 'hero': 'https://pe.tedcdn.com/images/ted/b4b4b1887a890ba5efc98b4d4fe20d6b55fe6dbd_2880x1620.jpg', 'speaker': 'Mehdi Ordikhani-Seyedlar', 'title': 'What happens in your brain when you pay attention?', 'duration': 392, 'slug': 'mehdi_ordikhani_seyedlar_what_happens_in_your_brain_when_you_pay_attention', 'viewed_count': 1781750}, {'id': 1308, 'hero': 'https://pe.tedcdn.com/images/ted/483f84a4cd490b8a4ed1331c489ac04e09bf61b4_800x600.jpg', 'speaker': 'Antonio Damasio', 'title': 'The quest to understand consciousness', 'duration': 1122, 'slug': 'antonio_damasio_the_quest_to_understand_consciousness', 'viewed_count': 1692318}, {'id': 1794, 'hero': 'https://pe.tedcdn.com/images/ted/8d1b161c99ec62e5df384353f74efb3419f268f1_2880x1620.jpg', 'speaker': 'John Searle', 'title': 'Our shared condition -- consciousness', 'duration': 899, 'slug': 'john_searle_our_shared_condition_consciousness', 'viewed_count': 1332761}, {'id': 229, 'hero': 'https://pe.tedcdn.com/images/ted/eefe30d20338d800bdc70a09dc0f6007e7355a74_2880x1620.jpg', 'speaker': 'Jill Bolte Taylor', 'title': 'My stroke of insight', 'duration': 1099, 'slug': 'jill_bolte_taylor_s_powerful_stroke_of_insight', 'viewed_count': 21192123}]",Cognitive neuroscientist,"['brain', 'cognitive science', 'humanity', 'mind', 'neuroscience', 'science']",Your brain hallucinates your conscious reality,"https://www.ted.com/talks/anil_seth_how_your_brain_hallucinates_your_conscious_reality +","Just over a year ago, for the third time in my life, I ceased to exist. I was having a small operation, and my brain was filling with anesthetic. I remember a sense of detachment and falling apart and a coldness. And then I was back, drowsy and disoriented, but definitely there. Now, when you wake from a deep sleep, you might feel confused about the time or anxious about oversleeping, but there's always a basic sense of time having passed, of a continuity between then and now. Coming round from anesthesia is very different. I could have been under for five minutes, five hours, five years or even 50 years. I simply wasn't there. It was total oblivion. Anesthesia \u2014 it's a modern kind of magic. It turns people into objects, and then, we hope, back again into people. And in this process is one of the greatest remaining mysteries in science and philosophy.How does consciousness happen? Somehow, within each of our brains, the combined activity of many billions of neurons, each one a tiny biological machine, is generating a conscious experience. And not just any conscious experience \u2014 your conscious experience right here and right now. How does this happen?Answering this question is so important because consciousness for each of us is all there is. Without it there's no world, there's no self, there's nothing at all. And when we suffer, we suffer consciously whether it's through mental illness or pain. And if we can experience joy and suffering, what about other animals? Might they be conscious, too? Do they also have a sense of self? And as computers get faster and smarter, maybe there will come a point, maybe not too far away, when my iPhone develops a sense of its own existence.I actually think the prospects for a conscious AI are pretty remote. And I think this because my research is telling me that consciousness has less to do with pure intelligence and more to do with our nature as living and breathing organisms. Consciousness and intelligence are very different things. You don't have to be smart to suffer, but you probably do have to be alive.In the story I'm going to tell you, our conscious experiences of the world around us, and of ourselves within it, are kinds of controlled hallucinations that happen with, through and because of our living bodies.Now, you might have heard that we know nothing about how the brain and body give rise to consciousness. Some people even say it's beyond the reach of science altogether. But in fact, the last 25 years have seen an explosion of scientific work in this area. If you come to my lab at the University of Sussex, you'll find scientists from all different disciplines and sometimes even philosophers. All of us together trying to understand how consciousness happens and what happens when it goes wrong. And the strategy is very simple. I'd like you to think about consciousness in the way that we've come to think about life. At one time, people thought the property of being alive could not be explained by physics and chemistry \u2014 that life had to be more than just mechanism. But people no longer think that. As biologists got on with the job of explaining the properties of living systems in terms of physics and chemistry \u2014 things like metabolism, reproduction, homeostasis \u2014 the basic mystery of what life is started to fade away, and people didn't propose any more magical solutions, like a force of life or an \xe9lan vital. So as with life, so with consciousness. Once we start explaining its properties in terms of things happening inside brains and bodies, the apparently insoluble mystery of what consciousness is should start to fade away. At least that's the plan.So let's get started. What are the properties of consciousness? What should a science of consciousness try to explain? Well, for today I'd just like to think of consciousness in two different ways. There are experiences of the world around us, full of sights, sounds and smells, there's multisensory, panoramic, 3D, fully immersive inner movie. And then there's conscious self. The specific experience of being you or being me. The lead character in this inner movie, and probably the aspect of consciousness we all cling to most tightly. Let's start with experiences of the world around us, and with the important idea of the brain as a prediction engine.Imagine being a brain. You're locked inside a bony skull, trying to figure what's out there in the world. There's no lights inside the skull. There's no sound either. All you've got to go on is streams of electrical impulses which are only indirectly related to things in the world, whatever they may be. So perception \u2014 figuring out what's there \u2014 has to be a process of informed guesswork in which the brain combines these sensory signals with its prior expectations or beliefs about the way the world is to form its best guess of what caused those signals. The brain doesn't hear sound or see light. What we perceive is its best guess of what's out there in the world.Let me give you a couple of examples of all this. You might have seen this illusion before, but I'd like you to think about it in a new way. If you look at those two patches, A and B, they should look to you to be very different shades of gray, right? But they are in fact exactly the same shade. And I can illustrate this. If I put up a second version of the image here and join the two patches with a gray-colored bar, you can see there's no difference. It's exactly the same shade of gray. And if you still don't believe me, I'll bring the bar across and join them up. It's a single colored block of gray, there's no difference at all. This isn't any kind of magic trick. It's the same shade of gray, but take it away again, and it looks different. So what's happening here is that the brain is using its prior expectations built deeply into the circuits of the visual cortex that a cast shadow dims the appearance of a surface, so that we see B as lighter than it really is.Here's one more example, which shows just how quickly the brain can use new predictions to change what we consciously experience. Have a listen to this.(Distorted voice)Sounded strange, right? Have a listen again and see if you can get anything.(Distorted voice)Still strange. Now listen to this.(Recording) Anil Seth: I think Brexit is a really terrible idea.(Laughter)Which I do.So you heard some words there, right? Now listen to the first sound again. I'm just going to replay it.(Distorted voice)Yeah? So you can now hear words there. Once more for luck.(Distorted voice)OK, so what's going on here? The remarkable thing is the sensory information coming into the brain hasn't changed at all. All that's changed is your brain's best guess of the causes of that sensory information. And that changes what you consciously hear. All this puts the brain basis of perception in a bit of a different light. Instead of perception depending largely on signals coming into the brain from the outside world, it depends as much, if not more, on perceptual predictions flowing in the opposite direction. We don't just passively perceive the world, we actively generate it. The world we experience comes as much, if not more, from the inside out as from the outside in.Let me give you one more example of perception as this active, constructive process. Here we've combined immersive virtual reality with image processing to simulate the effects of overly strong perceptual predictions on experience. In this panoramic video, we've transformed the world \u2014 which is in this case Sussex campus \u2014 into a psychedelic playground. We've processed the footage using an algorithm based on Google's Deep Dream to simulate the effects of overly strong perceptual predictions. In this case, to see dogs. And you can see this is a very strange thing. When perceptual predictions are too strong, as they are here, the result looks very much like the kinds of hallucinations people might report in altered states, or perhaps even in psychosis.Now, think about this for a minute. If hallucination is a kind of uncontrolled perception, then perception right here and right now is also a kind of hallucination, but a controlled hallucination in which the brain's predictions are being reigned in by sensory information from the world. In fact, we're all hallucinating all the time, including right now. It's just that when we agree about our hallucinations, we call that reality.(Laughter)Now I'm going to tell you that your experience of being a self, the specific experience of being you, is also a controlled hallucination generated by the brain. This seems a very strange idea, right? Yes, visual illusions might deceive my eyes, but how could I be deceived about what it means to be me? For most of us, the experience of being a person is so familiar, so unified and so continuous that it's difficult not to take it for granted. But we shouldn't take it for granted. There are in fact many different ways we experience being a self. There's the experience of having a body and of being a body. There are experiences of perceiving the world from a first person point of view. There are experiences of intending to do things and of being the cause of things that happen in the world. And there are experiences of being a continuous and distinctive person over time, built from a rich set of memories and social interactions.Many experiments show, and psychiatrists and neurologists know very well, that these different ways in which we experience being a self can all come apart. What this means is the basic background experience of being a unified self is a rather fragile construction of the brain. Another experience, which just like all others, requires explanation.So let's return to the bodily self. How does the brain generate the experience of being a body and of having a body? Well, just the same principles apply. The brain makes its best guess about what is and what is not part of its body. And there's a beautiful experiment in neuroscience to illustrate this. And unlike most neuroscience experiments, this is one you can do at home. All you need is one of these.(Laughter)And a couple of paintbrushes.In the rubber hand illusion, a person's real hand is hidden from view, and that fake rubber hand is placed in front of them. Then both hands are simultaneously stroked with a paintbrush while the person stares at the fake hand. Now, for most people, after a while, this leads to the very uncanny sensation that the fake hand is in fact part of their body. And the idea is that the congruence between seeing touch and feeling touch on an object that looks like hand and is roughly where a hand should be, is enough evidence for the brain to make its best guess that the fake hand is in fact part of the body.(Laughter)So you can measure all kinds of clever things. You can measure skin conductance and startle responses, but there's no need. It's clear the guy in blue has assimilated the fake hand. This means that even experiences of what our body is is a kind of best guessing \u2014 a kind of controlled hallucination by the brain.There's one more thing. We don't just experience our bodies as objects in the world from the outside, we also experience them from within. We all experience the sense of being a body from the inside. And sensory signals coming from the inside of the body are continually telling the brain about the state of the internal organs, how the heart is doing, what the blood pressure is like, lots of things. This kind of perception, which we call interoception, is rather overlooked. But it's critically important because perception and regulation of the internal state of the body \u2014 well, that's what keeps us alive.Here's another version of the rubber hand illusion. This is from our lab at Sussex. And here, people see a virtual reality version of their hand, which flashes red and back either in time or out of time with their heartbeat. And when it's flashing in time with their heartbeat, people have a stronger sense that it's in fact part of their body. So experiences of having a body are deeply grounded in perceiving our bodies from within.There's one last thing I want to draw your attention to, which is that experiences of the body from the inside are very different from experiences of the world around us. When I look around me, the world seems full of objects \u2014 tables, chairs, rubber hands, people, you lot \u2014 even my own body in the world, I can perceive it as an object from the outside. But my experiences of the body from within, they're not like that at all. I don't perceive my kidneys here, my liver here, my spleen ... I don't know where my spleen is, but it's somewhere. I don't perceive my insides as objects. In fact, I don't experience them much at all unless they go wrong. And this is important, I think. Perception of the internal state of the body isn't about figuring out what's there, it's about control and regulation \u2014 keeping the physiological variables within the tight bounds that are compatible with survival. When the brain uses predictions to figure out what's there, we perceive objects as the causes of sensations. When the brain uses predictions to control and regulate things, we experience how well or how badly that control is going.So our most basic experiences of being a self, of being an embodied organism, are deeply grounded in the biological mechanisms that keep us alive. And when we follow this idea all the way through, we can start to see that all of our conscious experiences, since they all depend on the same mechanisms of predictive perception, all stem from this basic drive to stay alive. We experience the world and ourselves with, through and because of our living bodies.Let me bring things together step-by-step. What we consciously see depends on the brain's best guess of what's out there. Our experienced world comes from the inside out, not just the outside in. The rubber hand illusion shows that this applies to our experiences of what is and what is not our body. And these self-related predictions depend critically on sensory signals coming from deep inside the body. And finally, experiences of being an embodied self are more about control and regulation than figuring out what's there. So our experiences of the world around us and ourselves within it \u2014 well, they're kinds of controlled hallucinations that have been shaped over millions of years of evolution to keep us alive in worlds full of danger and opportunity. We predict ourselves into existence.Now, I leave you with three implications of all this. First, just as we can misperceive the world, we can misperceive ourselves when the mechanisms of prediction go wrong. Understanding this opens many new opportunities in psychiatry and neurology, because we can finally get at the mechanisms rather than just treating the symptoms in conditions like depression and schizophrenia.Second: what it means to be me cannot be reduced to or uploaded to a software program running on a robot, however smart or sophisticated. We are biological, flesh-and-blood animals whose conscious experiences are shaped at all levels by the biological mechanisms that keep us alive. Just making computers smarter is not going to make them sentient.Finally, our own individual inner universe, our way of being conscious, is just one possible way of being conscious. And even human consciousness generally \u2014 it's just a tiny region in a vast space of possible consciousnesses. Our individual self and worlds are unique to each of us, but they're all grounded in biological mechanisms shared with many other living creatures.Now, these are fundamental changes in how we understand ourselves, but I think they should be celebrated, because as so often in science, from Copernicus \u2014 we're not at the center of the universe \u2014 to Darwin \u2014 we're related to all other creatures \u2014 to the present day. With a greater sense of understanding comes a greater sense of wonder, and a greater realization that we are part of and not apart from the rest of nature. And ... when the end of consciousness comes, there's nothing to be afraid of. Nothing at all.Thank you.(Applause)" +1942778,400,"Glenn Greenwald was one of the first reporters to see -- and write about -- the Edward Snowden files, with their revelations about the United States' extensive surveillance of private citizens. In this searing talk, Greenwald makes the case for why you need to care about privacy, even if you're ""not doing anything you need to hide.""",1237,TEDGlobal 2014,1412208000,31,Glenn Greenwald,Glenn Greenwald: Why privacy matters,1,1412946663,"[{'id': 3, 'name': 'Courageous', 'count': 1076}, {'id': 8, 'name': 'Informative', 'count': 1424}, {'id': 24, 'name': 'Persuasive', 'count': 1169}, {'id': 10, 'name': 'Inspiring', 'count': 770}, {'id': 1, 'name': 'Beautiful', 'count': 111}, {'id': 23, 'name': 'Jaw-dropping', 'count': 75}, {'id': 22, 'name': 'Fascinating', 'count': 395}, {'id': 11, 'name': 'Longwinded', 'count': 49}, {'id': 25, 'name': 'OK', 'count': 198}, {'id': 9, 'name': 'Ingenious', 'count': 78}, {'id': 21, 'name': 'Unconvincing', 'count': 62}, {'id': 2, 'name': 'Confusing', 'count': 37}, {'id': 26, 'name': 'Obnoxious', 'count': 29}, {'id': 7, 'name': 'Funny', 'count': 36}]","[{'id': 1950, 'hero': 'https://pe.tedcdn.com/images/ted/aadd75a2a5f185ca28179519cab86ff0ad367eb1_1600x1200.jpg', 'speaker': 'Edward Snowden', 'title': ""Here's how we take back the Internet"", 'duration': 2102, 'slug': 'edward_snowden_here_s_how_we_take_back_the_internet', 'viewed_count': 4040290}, {'id': 1861, 'hero': 'https://pe.tedcdn.com/images/ted/2c04772cdcfe28f51013d3074203cd142b98838a_1600x1200.jpg', 'speaker': 'Mikko Hypponen', 'title': ""How the NSA betrayed the world's trust -- time to act"", 'duration': 1158, 'slug': 'mikko_hypponen_how_the_nsa_betrayed_the_world_s_trust_time_to_act', 'viewed_count': 1535243}, {'id': 1952, 'hero': 'https://pe.tedcdn.com/images/ted/b4e45bc988d63a0f64d01146505700e1217f7845_1600x1200.jpg', 'speaker': 'Richard Ledgett', 'title': ""The NSA responds to Edward Snowden's TED Talk"", 'duration': 2010, 'slug': 'richard_ledgett_the_nsa_responds_to_edward_snowden_s_ted_talk', 'viewed_count': 1191345}, {'id': 2204, 'hero': 'https://pe.tedcdn.com/images/ted/f4792554f556e73baab114a2d7b27876bd8ae9c6_2880x1620.jpg', 'speaker': 'Andy Yen', 'title': ""Think your email's private? Think again"", 'duration': 729, 'slug': 'andy_yen_think_your_email_s_private_think_again', 'viewed_count': 1571510}, {'id': 2685, 'hero': 'https://pe.tedcdn.com/images/ted/05717986c9c5cd865d11bd48849f5a5bea90a922_2880x1620.jpg', 'speaker': 'Amy Adele Hasinoff', 'title': 'How to practice safe sexting', 'duration': 865, 'slug': 'amy_adele_hasinoff_how_to_practice_safe_sexting', 'viewed_count': 1240078}, {'id': 2866, 'hero': 'https://pe.tedcdn.com/images/ted/d775a8f7d305bc0dd17d8667e7b8c212f9fd9c5f_2880x1620.jpg', 'speaker': 'Jennifer Granick', 'title': 'How the US government spies on people who protest -- including you', 'duration': 865, 'slug': 'jennifer_granick_how_the_us_government_spies_on_people_who_protest_including_you', 'viewed_count': 765899}]",Journalist,"['Internet', 'Surveillance', 'government', 'intelligence', 'journalism', 'privacy']",Why privacy matters,"https://www.ted.com/talks/glenn_greenwald_why_privacy_matters +","There is an entire genre of YouTube videos devoted to an experience which I am certain that everyone in this room has had. It entails an individual who, thinking they're alone, engages in some expressive behavior \u2014 wild singing, gyrating dancing, some mild sexual activity \u2014 only to discover that, in fact, they are not alone, that there is a person watching and lurking, the discovery of which causes them to immediately cease what they were doing in horror. The sense of shame and humiliation in their face is palpable. It's the sense of, ""This is something I'm willing to do only if no one else is watching.""This is the crux of the work on which I have been singularly focused for the last 16 months, the question of why privacy matters, a question that has arisen in the context of a global debate, enabled by the revelations of Edward Snowden that the United States and its partners, unbeknownst to the entire world, has converted the Internet, once heralded as an unprecedented tool of liberation and democratization, into an unprecedented zone of mass, indiscriminate surveillance.There is a very common sentiment that arises in this debate, even among people who are uncomfortable with mass surveillance, which says that there is no real harm that comes from this large-scale invasion because only people who are engaged in bad acts have a reason to want to hide and to care about their privacy. This worldview is implicitly grounded in the proposition that there are two kinds of people in the world, good people and bad people. Bad people are those who plot terrorist attacks or who engage in violent criminality and therefore have reasons to want to hide what they're doing, have reasons to care about their privacy. But by contrast, good people are people who go to work, come home, raise their children, watch television. They use the Internet not to plot bombing attacks but to read the news or exchange recipes or to plan their kids' Little League games, and those people are doing nothing wrong and therefore have nothing to hide and no reason to fear the government monitoring them.The people who are actually saying that are engaged in a very extreme act of self-deprecation. What they're really saying is, ""I have agreed to make myself such a harmless and unthreatening and uninteresting person that I actually don't fear having the government know what it is that I'm doing."" This mindset has found what I think is its purest expression in a 2009 interview with the longtime CEO of Google, Eric Schmidt, who, when asked about all the different ways his company is causing invasions of privacy for hundreds of millions of people around the world, said this: He said, ""If you're doing something that you don't want other people to know, maybe you shouldn't be doing it in the first place.""Now, there's all kinds of things to say about that mentality, the first of which is that the people who say that, who say that privacy isn't really important, they don't actually believe it, and the way you know that they don't actually believe it is that while they say with their words that privacy doesn't matter, with their actions, they take all kinds of steps to safeguard their privacy. They put passwords on their email and their social media accounts, they put locks on their bedroom and bathroom doors, all steps designed to prevent other people from entering what they consider their private realm and knowing what it is that they don't want other people to know. The very same Eric Schmidt, the CEO of Google, ordered his employees at Google to cease speaking with the online Internet magazine CNET after CNET published an article full of personal, private information about Eric Schmidt, which it obtained exclusively through Google searches and using other Google products. (Laughter) This same division can be seen with the CEO of Facebook, Mark Zuckerberg, who in an infamous interview in 2010 pronounced that privacy is no longer a ""social norm."" Last year, Mark Zuckerberg and his new wife purchased not only their own house but also all four adjacent houses in Palo Alto for a total of 30 million dollars in order to ensure that they enjoyed a zone of privacy that prevented other people from monitoring what they do in their personal lives.Over the last 16 months, as I've debated this issue around the world, every single time somebody has said to me, ""I don't really worry about invasions of privacy because I don't have anything to hide."" I always say the same thing to them. I get out a pen, I write down my email address. I say, ""Here's my email address. What I want you to do when you get home is email me the passwords to all of your email accounts, not just the nice, respectable work one in your name, but all of them, because I want to be able to just troll through what it is you're doing online, read what I want to read and publish whatever I find interesting. After all, if you're not a bad person, if you're doing nothing wrong, you should have nothing to hide.""Not a single person has taken me up on that offer. I check and \u2014 (Applause) I check that email account religiously all the time. It's a very desolate place. And there's a reason for that, which is that we as human beings, even those of us who in words disclaim the importance of our own privacy, instinctively understand the profound importance of it. It is true that as human beings, we're social animals, which means we have a need for other people to know what we're doing and saying and thinking, which is why we voluntarily publish information about ourselves online. But equally essential to what it means to be a free and fulfilled human being is to have a place that we can go and be free of the judgmental eyes of other people. There's a reason why we seek that out, and our reason is that all of us \u2014 not just terrorists and criminals, all of us \u2014 have things to hide. There are all sorts of things that we do and think that we're willing to tell our physician or our lawyer or our psychologist or our spouse or our best friend that we would be mortified for the rest of the world to learn. We make judgments every single day about the kinds of things that we say and think and do that we're willing to have other people know, and the kinds of things that we say and think and do that we don't want anyone else to know about. People can very easily in words claim that they don't value their privacy, but their actions negate the authenticity of that belief.Now, there's a reason why privacy is so craved universally and instinctively. It isn't just a reflexive movement like breathing air or drinking water. The reason is that when we're in a state where we can be monitored, where we can be watched, our behavior changes dramatically. The range of behavioral options that we consider when we think we're being watched severely reduce. This is just a fact of human nature that has been recognized in social science and in literature and in religion and in virtually every field of discipline. There are dozens of psychological studies that prove that when somebody knows that they might be watched, the behavior they engage in is vastly more conformist and compliant. Human shame is a very powerful motivator, as is the desire to avoid it, and that's the reason why people, when they're in a state of being watched, make decisions not that are the byproduct of their own agency but that are about the expectations that others have of them or the mandates of societal orthodoxy.This realization was exploited most powerfully for pragmatic ends by the 18th- century philosopher Jeremy Bentham, who set out to resolve an important problem ushered in by the industrial age, where, for the first time, institutions had become so large and centralized that they were no longer able to monitor and therefore control each one of their individual members, and the solution that he devised was an architectural design originally intended to be implemented in prisons that he called the panopticon, the primary attribute of which was the construction of an enormous tower in the center of the institution where whoever controlled the institution could at any moment watch any of the inmates, although they couldn't watch all of them at all times. And crucial to this design was that the inmates could not actually see into the panopticon, into the tower, and so they never knew if they were being watched or even when. And what made him so excited about this discovery was that that would mean that the prisoners would have to assume that they were being watched at any given moment, which would be the ultimate enforcer for obedience and compliance. The 20th-century French philosopher Michel Foucault realized that that model could be used not just for prisons but for every institution that seeks to control human behavior: schools, hospitals, factories, workplaces. And what he said was that this mindset, this framework discovered by Bentham, was the key means of societal control for modern, Western societies, which no longer need the overt weapons of tyranny \u2014 punishing or imprisoning or killing dissidents, or legally compelling loyalty to a particular party \u2014 because mass surveillance creates a prison in the mind that is a much more subtle though much more effective means of fostering compliance with social norms or with social orthodoxy, much more effective than brute force could ever be.The most iconic work of literature about surveillance and privacy is the George Orwell novel ""1984,"" which we all learn in school, and therefore it's almost become a cliche. In fact, whenever you bring it up in a debate about surveillance, people instantaneously dismiss it as inapplicable, and what they say is, ""Oh, well in '1984,' there were monitors in people's homes, they were being watched at every given moment, and that has nothing to do with the surveillance state that we face."" That is an actual fundamental misapprehension of the warnings that Orwell issued in ""1984."" The warning that he was issuing was about a surveillance state not that monitored everybody at all times, but where people were aware that they could be monitored at any given moment. Here is how Orwell's narrator, Winston Smith, described the surveillance system that they faced: ""There was, of course, no way of knowing whether you were being watched at any given moment."" He went on to say, ""At any rate, they could plug in your wire whenever they wanted to. You had to live, did live, from habit that became instinct, in the assumption that every sound you made was overheard and except in darkness every movement scrutinized.""The Abrahamic religions similarly posit that there's an invisible, all-knowing authority who, because of its omniscience, always watches whatever you're doing, which means you never have a private moment, the ultimate enforcer for obedience to its dictates.What all of these seemingly disparate works recognize, the conclusion that they all reach, is that a society in which people can be monitored at all times is a society that breeds conformity and obedience and submission, which is why every tyrant, the most overt to the most subtle, craves that system. Conversely, even more importantly, it is a realm of privacy, the ability to go somewhere where we can think and reason and interact and speak without the judgmental eyes of others being cast upon us, in which creativity and exploration and dissent exclusively reside, and that is the reason why, when we allow a society to exist in which we're subject to constant monitoring, we allow the essence of human freedom to be severely crippled.The last point I want to observe about this mindset, the idea that only people who are doing something wrong have things to hide and therefore reasons to care about privacy, is that it entrenches two very destructive messages, two destructive lessons, the first of which is that the only people who care about privacy, the only people who will seek out privacy, are by definition bad people. This is a conclusion that we should have all kinds of reasons for avoiding, the most important of which is that when you say, ""somebody who is doing bad things,"" you probably mean things like plotting a terrorist attack or engaging in violent criminality, a much narrower conception of what people who wield power mean when they say, ""doing bad things."" For them, ""doing bad things"" typically means doing something that poses meaningful challenges to the exercise of our own power.The other really destructive and, I think, even more insidious lesson that comes from accepting this mindset is there's an implicit bargain that people who accept this mindset have accepted, and that bargain is this: If you're willing to render yourself sufficiently harmless, sufficiently unthreatening to those who wield political power, then and only then can you be free of the dangers of surveillance. It's only those who are dissidents, who challenge power, who have something to worry about. There are all kinds of reasons why we should want to avoid that lesson as well. You may be a person who, right now, doesn't want to engage in that behavior, but at some point in the future you might. Even if you're somebody who decides that you never want to, the fact that there are other people who are willing to and able to resist and be adversarial to those in power \u2014 dissidents and journalists and activists and a whole range of others \u2014 is something that brings us all collective good that we should want to preserve. Equally critical is that the measure of how free a society is is not how it treats its good, obedient, compliant citizens, but how it treats its dissidents and those who resist orthodoxy. But the most important reason is that a system of mass surveillance suppresses our own freedom in all sorts of ways. It renders off-limits all kinds of behavioral choices without our even knowing that it's happened. The renowned socialist activist Rosa Luxemburg once said, ""He who does not move does not notice his chains."" We can try and render the chains of mass surveillance invisible or undetectable, but the constraints that it imposes on us do not become any less potent.Thank you very much.(Applause)Thank you.(Applause)Thank you.(Applause)Bruno Giussani: Glenn, thank you. The case is rather convincing, I have to say, but I want to bring you back to the last 16 months and to Edward Snowden for a few questions, if you don't mind. The first one is personal to you. We have all read about the arrest of your partner, David Miranda in London, and other difficulties, but I assume that in terms of personal engagement and risk, that the pressure on you is not that easy to take on the biggest sovereign organizations in the world. Tell us a little bit about that.Glenn Greenwald: You know, I think one of the things that happens is that people's courage in this regard gets contagious, and so although I and the other journalists with whom I was working were certainly aware of the risk \u2014 the United States continues to be the most powerful country in the world and doesn't appreciate it when you disclose thousands of their secrets on the Internet at will \u2014 seeing somebody who is a 29-year-old ordinary person who grew up in a very ordinary environment exercise the degree of principled courage that Edward Snowden risked, knowing that he was going to go to prison for the rest of his life or that his life would unravel, inspired me and inspired other journalists and inspired, I think, people around the world, including future whistleblowers, to realize that they can engage in that kind of behavior as well.BG: I'm curious about your relationship with Ed Snowden, because you have spoken with him a lot, and you certainly continue doing so, but in your book, you never call him Edward, nor Ed, you say ""Snowden."" How come?GG: You know, I'm sure that's something for a team of psychologists to examine. (Laughter) I don't really know. The reason I think that, one of the important objectives that he actually had, one of his, I think, most important tactics, was that he knew that one of the ways to distract attention from the substance of the revelations would be to try and personalize the focus on him, and for that reason, he stayed out of the media. He tried not to ever have his personal life subject to examination, and so I think calling him Snowden is a way of just identifying him as this important historical actor rather than trying to personalize him in a way that might distract attention from the substance.Moderator: So his revelations, your analysis, the work of other journalists, have really developed the debate, and many governments, for example, have reacted, including in Brazil, with projects and programs to reshape a little bit the design of the Internet, etc. There are a lot of things going on in that sense. But I'm wondering, for you personally, what is the endgame? At what point will you think, well, actually, we've succeeded in moving the dial?GG: Well, I mean, the endgame for me as a journalist is very simple, which is to make sure that every single document that's newsworthy and that ought to be disclosed ends up being disclosed, and that secrets that should never have been kept in the first place end up uncovered. To me, that's the essence of journalism and that's what I'm committed to doing. As somebody who finds mass surveillance odious for all the reasons I just talked about and a lot more, I mean, I look at this as work that will never end until governments around the world are no longer able to subject entire populations to monitoring and surveillance unless they convince some court or some entity that the person they've targeted has actually done something wrong. To me, that's the way that privacy can be rejuvenated.BG: So Snowden is very, as we've seen at TED, is very articulate in presenting and portraying himself as a defender of democratic values and democratic principles. But then, many people really find it difficult to believe that those are his only motivations. They find it difficult to believe that there was no money involved, that he didn't sell some of those secrets, even to China and to Russia, which are clearly not the best friends of the United States right now. And I'm sure many people in the room are wondering the same question. Do you consider it possible there is that part of Snowden we've not seen yet?GG: No, I consider that absurd and idiotic. (Laughter) If you wanted to, and I know you're just playing devil's advocate, but if you wanted to sell secrets to another country, which he could have done and become extremely rich doing so, the last thing you would do is take those secrets and give them to journalists and ask journalists to publish them, because it makes those secrets worthless. People who want to enrich themselves do it secretly by selling secrets to the government, but I think there's one important point worth making, which is, that accusation comes from people in the U.S. government, from people in the media who are loyalists to these various governments, and I think a lot of times when people make accusations like that about other people \u2014 ""Oh, he can't really be doing this for principled reasons, he must have some corrupt, nefarious reason"" \u2014 they're saying a lot more about themselves than they are the target of their accusations, because \u2014 (Applause) \u2014 those people, the ones who make that accusation, they themselves never act for any reason other than corrupt reasons, so they assume that everybody else is plagued by the same disease of soullessness as they are, and so that's the assumption. (Applause)BG: Glenn, thank you very much. GG: Thank you very much.BG: Glenn Greenwald. (Applause)" +2460131,208,"Kakenya Ntaiya made a deal with her father: She would undergo a traditional Maasai rite of passage, female circumcision, if he would let her go to high school. Ntaiya tells the fearless story of continuing on to college, and of working with her village elders to build a school for girls in her community, changing the destiny of 125 young women.",916,TEDxMidAtlantic,1351209600,35,Kakenya Ntaiya,Kakenya Ntaiya: A girl who demanded school,1,1362672147,"[{'id': 23, 'name': 'Jaw-dropping', 'count': 148}, {'id': 3, 'name': 'Courageous', 'count': 692}, {'id': 10, 'name': 'Inspiring', 'count': 826}, {'id': 1, 'name': 'Beautiful', 'count': 280}, {'id': 24, 'name': 'Persuasive', 'count': 132}, {'id': 22, 'name': 'Fascinating', 'count': 126}, {'id': 8, 'name': 'Informative', 'count': 104}, {'id': 11, 'name': 'Longwinded', 'count': 5}, {'id': 21, 'name': 'Unconvincing', 'count': 1}, {'id': 25, 'name': 'OK', 'count': 9}, {'id': 7, 'name': 'Funny', 'count': 12}, {'id': 9, 'name': 'Ingenious', 'count': 9}, {'id': 26, 'name': 'Obnoxious', 'count': 3}, {'id': 2, 'name': 'Confusing', 'count': 0}]","[{'id': 1666, 'hero': 'https://pe.tedcdn.com/images/ted/ef6f433e9c89c7fbc2d5b8a82b3d4b05cca5fee1_2880x1620.jpg', 'speaker': 'Shabana Basij-Rasikh', 'title': 'Dare to educate Afghan girls', 'duration': 576, 'slug': 'shabana_basij_rasikh_dare_to_educate_afghan_girls', 'viewed_count': 932562}, {'id': 1403, 'hero': 'https://pe.tedcdn.com/images/ted/286785b4d91fcb71686800af92652c4955ba2025_800x600.jpg', 'speaker': 'Leymah Gbowee', 'title': 'Unlock the intelligence, passion, greatness of girls', 'duration': 879, 'slug': 'leymah_gbowee_unlock_the_intelligence_passion_greatness_of_girls', 'viewed_count': 1080875}, {'id': 2175, 'hero': 'https://pe.tedcdn.com/images/ted/c1d1563bc5980a22e30ccbdbcdcfeb3805f35171_2880x1620.jpg', 'speaker': 'Khadija Gbla', 'title': 'My mother\u2019s strange definition of empowerment', 'duration': 1120, 'slug': 'khadija_gbla_my_mother_s_strange_definition_of_empowerment', 'viewed_count': 1081482}, {'id': 1954, 'hero': 'https://pe.tedcdn.com/images/ted/6931272f04ef769dc03f8b9058f0f4930152f4fe_1600x1200.jpg', 'speaker': 'Ziauddin Yousafzai', 'title': 'My daughter, Malala', 'duration': 996, 'slug': 'ziauddin_yousafzai_my_daughter_malala', 'viewed_count': 2124513}, {'id': 751, 'hero': 'https://pe.tedcdn.com/images/ted/bcb8a0ada2ec0012b2fb1405ceb2b8f3986edc83_1600x1200.jpg', 'speaker': 'Eve Ensler', 'title': 'Embrace your inner girl', 'duration': 1194, 'slug': 'eve_ensler_embrace_your_inner_girl', 'viewed_count': 1224301}, {'id': 1646, 'hero': 'https://pe.tedcdn.com/images/ted/607b6a77d182a5f75b6237d96fc4184fdf2721b8_1600x1200.jpg', 'speaker': 'Angela Patton', 'title': 'A father-daughter dance ... in prison', 'duration': 528, 'slug': 'angela_patton_a_father_daughter_dance_in_prison', 'viewed_count': 815595}]",Educator and activist,"['Africa', 'TEDx', 'activism', 'education', 'feminism', 'global development', 'women']",A girl who demanded school,"https://www.ted.com/talks/kakenya_ntaiya_a_girl_who_demanded_school +","There's a group of people in Kenya. People cross oceans to go see them. These people are tall. They jump high. They wear red. And they kill lions. You might be wondering, who are these people? These are the Maasais. And you know what's cool? I'm actually one of them.The Maasais, the boys are brought up to be warriors. The girls are brought up to be mothers. When I was five years old, I found out that I was engaged to be married as soon as I reached puberty. My mother, my grandmother, my aunties, they constantly reminded me that your husband just passed by. (Laughter) Cool, yeah? And everything I had to do from that moment was to prepare me to be a perfect woman at age 12. My day started at 5 in the morning, milking the cows, sweeping the house, cooking for my siblings, collecting water, firewood. I did everything that I needed to do to become a perfect wife.I went to school not because the Maasais' women or girls were going to school. It's because my mother was denied an education, and she constantly reminded me and my siblings that she never wanted us to live the life she was living. Why did she say that? My father worked as a policeman in the city. He came home once a year. We didn't see him for sometimes even two years. And whenever he came home, it was a different case. My mother worked hard in the farm to grow crops so that we can eat. She reared the cows and the goats so that she can care for us. But when my father came, he would sell the cows, he would sell the products we had, and he went and drank with his friends in the bars. Because my mother was a woman, she was not allowed to own any property, and by default, everything in my family anyway belongs to my father, so he had the right. And if my mother ever questioned him, he beat her, abused her, and really it was difficult.When I went to school, I had a dream. I wanted to become a teacher. Teachers looked nice. They wear nice dresses, high-heeled shoes. I found out later that they are uncomfortable, but I admired it. (Laughter) But most of all, the teacher was just writing on the board \u2014 not hard work, that's what I thought, compared to what I was doing in the farm. So I wanted to become a teacher.I worked hard in school, but when I was in eighth grade, it was a determining factor. In our tradition, there is a ceremony that girls have to undergo to become women, and it's a rite of passage to womanhood. And then I was just finishing my eighth grade, and that was a transition for me to go to high school. This was the crossroad. Once I go through this tradition, I was going to become a wife. Well, my dream of becoming a teacher will not come to pass. So I talked \u2014 I had to come up with a plan to figure these things out. I talked to my father. I did something that most girls have never done. I told my father, ""I will only go through this ceremony if you let me go back to school."" The reason why, if I ran away, my father will have a stigma, people will be calling him the father of that girl who didn't go through the ceremony. It was a shameful thing for him to carry the rest of his life. So he figured out. ""Well,"" he said, ""okay, you'll go to school after the ceremony.""I did. The ceremony happened. It's a whole week long of excitement. It's a ceremony. People are enjoying it. And the day before the actual ceremony happens, we were dancing, having excitement, and through all the night we did not sleep. The actual day came, and we walked out of the house that we were dancing in. Yes, we danced and danced. We walked out to the courtyard, and there were a bunch of people waiting. They were all in a circle. And as we danced and danced, and we approached this circle of women, men, women, children, everybody was there. There was a woman sitting in the middle of it, and this woman was waiting to hold us. I was the first. There were my sisters and a couple of other girls, and as I approached her, she looked at me, and I sat down. And I sat down, and I opened my legs. As I opened my leg, another woman came, and this woman was carrying a knife. And as she carried the knife, she walked toward me and she held the clitoris, and she cut it off.As you can imagine, I bled. I bled. After bleeding for a while, I fainted thereafter. It's something that so many girls \u2014 I'm lucky, I never died \u2014 but many die. It's practiced, it's no anesthesia, it's a rusty old knife, and it was difficult. I was lucky because one, also, my mom did something that most women don't do. Three days later, after everybody has left the home, my mom went and brought a nurse. We were taken care of. Three weeks later, I was healed, and I was back in high school. I was so determined to be a teacher now so that I could make a difference in my family.Well, while I was in high school, something happened. I met a young gentleman from our village who had been to the University of Oregon. This man was wearing a white t-shirt, jeans, camera, white sneakers \u2014 and I'm talking about white sneakers. There is something about clothes, I think, and shoes. They were sneakers, and this is in a village that doesn't even have paved roads. It was quite attractive.I told him, ""Well, I want to go to where you are,"" because this man looked very happy, and I admired that.And he told me, ""Well, what do you mean, you want to go? Don't you have a husband waiting for you?""And I told him, ""Don't worry about that part. Just tell me how to get there.""This gentleman, he helped me. While I was in high school also, my dad was sick. He got a stroke, and he was really, really sick, so he really couldn't tell me what to do next. But the problem is, my father is not the only father I have. Everybody who is my dad's age, male in the community, is my father by default \u2014 my uncles, all of them \u2014 and they dictate what my future is.So the news came, I applied to school and I was accepted to Randolph-Macon Woman's College in Lynchburg, Virginia, and I couldn't come without the support of the village, because I needed to raise money to buy the air ticket. I got a scholarship but I needed to get myself here. But I needed the support of the village, and here again, when the men heard, and the people heard that a woman had gotten an opportunity to go to school, they said, ""What a lost opportunity. This should have been given to a boy. We can't do this.""So I went back and I had to go back to the tradition. There's a belief among our people that morning brings good news. So I had to come up with something to do with the morning, because there's good news in the morning. And in the village also, there is one chief, an elder, who if he says yes, everybody will follow him. So I went to him very early in the morning, as the sun rose. The first thing he sees when he opens his door is, it's me.""My child, what are you doing here?""""Well, Dad, I need help. Can you support me to go to America?"" I promised him that I would be the best girl, I will come back, anything they wanted after that, I will do it for them.He said, ""Well, but I can't do it alone."" He gave me a list of another 15 men that I went \u2014 16 more men \u2014 every single morning I went and visited them. They all came together. The village, the women, the men, everybody came together to support me to come to get an education.I arrived in America. As you can imagine, what did I find? I found snow! I found Wal-Marts, vacuum cleaners, and lots of food in the cafeteria. I was in a land of plenty.I enjoyed myself, but during that moment while I was here, I discovered a lot of things. I learned that that ceremony that I went through when I was 13 years old, it was called female genital mutilation. I learned that it was against the law in Kenya. I learned that I did not have to trade part of my body to get an education. I had a right. And as we speak right now, three million girls in Africa are at risk of going through this mutilation. I learned that my mom had a right to own property. I learned that she did not have to be abused because she is a woman. Those things made me angry. I wanted to do something. As I went back, every time I went, I found that my neighbors' girls were getting married. They were getting mutilated, and here, after I graduated from here, I worked at the U.N., I went back to school to get my graduate work, the constant cry of these girls was in my face. I had to do something.As I went back, I started talking to the men, to the village, and mothers, and I said, ""I want to give back the way I had promised you that I would come back and help you. What do you need?""As I spoke to the women, they told me, ""You know what we need? We really need a school for girls."" Because there had not been any school for girls. And the reason they wanted the school for girls is because when a girl is raped when she's walking to school, the mother is blamed for that. If she got pregnant before she got married, the mother is blamed for that, and she's punished. She's beaten. They said, ""We wanted to put our girls in a safe place.""As we moved, and I went to talk to the fathers, the fathers, of course, you can imagine what they said: ""We want a school for boys.""And I said, ""Well, there are a couple of men from my village who have been out and they have gotten an education. Why can't they build a school for boys, and I'll build a school for girls?"" That made sense. And they agreed. And I told them, I wanted them to show me a sign of commitment. And they did. They donated land where we built the girls' school. We have.I want you to meet one of the girls in that school. Angeline came to apply for the school, and she did not meet any criteria that we had. She's an orphan. Yes, we could have taken her for that. But she was older. She was 12 years old, and we were taking girls who were in fourth grade. Angeline had been moving from one place \u2014 because she's an orphan, she has no mother, she has no father \u2014 moving from one grandmother's house to another one, from aunties to aunties. She had no stability in her life. And I looked at her, I remember that day, and I saw something beyond what I was seeing in Angeline. And yes, she was older to be in fourth grade. We gave her the opportunity to come to the class. Five months later, that is Angeline. A transformation had begun in her life. Angeline wants to be a pilot so she can fly around the world and make a difference. She was not the top student when we took her. Now she's the best student, not just in our school, but in the entire division that we are in. That's Sharon. That's five years later. That's Evelyn. Five months later, that is the difference that we are making.As a new dawn is happening in my school, a new beginning is happening. As we speak right now, 125 girls will never be mutilated. One hundred twenty-five girls will not be married when they're 12 years old. One hundred twenty-five girls are creating and achieving their dreams. This is the thing that we are doing, giving them opportunities where they can rise. As we speak right now, women are not being beaten because of the revolutions we've started in our community.(Applause)I want to challenge you today. You are listening to me because you are here, very optimistic. You are somebody who is so passionate. You are somebody who wants to see a better world. You are somebody who wants to see that war ends, no poverty. You are somebody who wants to make a difference. You are somebody who wants to make our tomorrow better. I want to challenge you today that to be the first, because people will follow you. Be the first. People will follow you. Be bold. Stand up. Be fearless. Be confident. Move out, because as you change your world, as you change your community, as we believe that we are impacting one girl, one family, one village, one country at a time. We are making a difference, so if you change your world, you are going to change your community, you are going to change your country, and think about that. If you do that, and I do that, aren't we going to create a better future for our children, for your children, for our grandchildren? And we will live in a very peaceful world. Thank you very much.(Applause)" +1498103,96,"CRISPR gene drives allow scientists to change sequences of DNA and guarantee that the resulting edited genetic trait is inherited by future generations, opening up the possibility of altering entire species forever. More than anything, the technology has led to questions: How will this new power affect humanity? What are we going to use it to change? Are we gods now? Join journalist Jennifer Kahn as she ponders these questions and shares a potentially powerful application of gene drives: the development of disease-resistant mosquitoes that could knock out malaria and Zika.",745,TED2016,1455667200,26,Jennifer Kahn,Jennifer Kahn: Gene editing can now change an entire species -- forever,1,1462805528,"[{'id': 2, 'name': 'Confusing', 'count': 28}, {'id': 8, 'name': 'Informative', 'count': 495}, {'id': 9, 'name': 'Ingenious', 'count': 106}, {'id': 22, 'name': 'Fascinating', 'count': 311}, {'id': 10, 'name': 'Inspiring', 'count': 122}, {'id': 23, 'name': 'Jaw-dropping', 'count': 211}, {'id': 24, 'name': 'Persuasive', 'count': 85}, {'id': 7, 'name': 'Funny', 'count': 20}, {'id': 3, 'name': 'Courageous', 'count': 38}, {'id': 11, 'name': 'Longwinded', 'count': 8}, {'id': 1, 'name': 'Beautiful', 'count': 32}, {'id': 25, 'name': 'OK', 'count': 44}, {'id': 21, 'name': 'Unconvincing', 'count': 5}, {'id': 26, 'name': 'Obnoxious', 'count': 3}]","[{'id': 2473, 'hero': 'https://pe.tedcdn.com/images/ted/0dfafd749af481f0d95ad4af910ebecaff4d26fa_2880x1620.jpg', 'speaker': 'Juan Enriquez', 'title': 'We can reprogram life. How to do it wisely', 'duration': 889, 'slug': 'juan_enriquez_we_can_reprogram_life_how_to_do_it_wisely', 'viewed_count': 1973226}, {'id': 2354, 'hero': 'https://pe.tedcdn.com/images/ted/aa33beda36e8737f3ec0029a9df20dc8448f164d_2880x1620.jpg', 'speaker': 'Jennifer Doudna', 'title': ' How CRISPR lets us edit our DNA', 'duration': 953, 'slug': 'jennifer_doudna_we_can_now_edit_our_dna_but_let_s_do_it_wisely', 'viewed_count': 1936774}, {'id': 35, 'hero': 'https://pe.tedcdn.com/images/ted/c77755451ad53291f2891f27dcfde0456292b010_2880x1620.jpg', 'speaker': 'James Watson', 'title': 'How we discovered DNA', 'duration': 1211, 'slug': 'james_watson_on_how_he_discovered_dna', 'viewed_count': 1521015}, {'id': 2793, 'hero': 'https://pe.tedcdn.com/images/ted/8983c0874eebad4f66246624c3d65aacd5952409_2880x1620.jpg', 'speaker': 'Nina Fedoroff', 'title': 'A secret weapon against Zika and other mosquito-borne diseases', 'duration': 910, 'slug': 'nina_fedoroff_a_secret_weapon_against_zika_and_other_mosquito_borne_diseases', 'viewed_count': 841864}, {'id': 1641, 'hero': 'https://pe.tedcdn.com/images/ted/e5a83197dda31e3be388cbaabb2add1d27ee24ad_1600x1200.jpg', 'speaker': 'Hadyn Parry', 'title': 'Re-engineering mosquitos to fight disease', 'duration': 837, 'slug': 'hadyn_parry_re_engineering_mosquitos_to_fight_disease', 'viewed_count': 943979}, {'id': 1445, 'hero': 'https://pe.tedcdn.com/images/ted/5fee917fd0c904570274ccdd81169cc979b4fc7a_1600x1200.jpg', 'speaker': 'Bart Knols', 'title': '3 new ways to kill mosquitoes', 'duration': 620, 'slug': 'bart_knols_cheese_dogs_and_pills_to_end_malaria', 'viewed_count': 264699}]",Science journalist,"['Bioethics', 'CRISPR', 'DNA', 'Debate', 'biotech', 'choice', 'disease', 'engineering', 'future', 'genetics', 'health', 'humanity', 'innovation', 'journalism', 'life', 'morality', 'potential', 'public health', 'science', 'society', 'technology']",Gene editing can now change an entire species -- forever,"https://www.ted.com/talks/jennifer_kahn_gene_editing_can_now_change_an_entire_species_forever +","So this is a talk about gene drives, but I'm going to start by telling you a brief story. 20 years ago, a biologist named Anthony James got obsessed with the idea of making mosquitos that didn't transmit malaria.It was a great idea, and pretty much a complete failure. For one thing, it turned out to be really hard to make a malaria-resistant mosquito. James managed it, finally, just a few years ago, by adding some genes that make it impossible for the malaria parasite to survive inside the mosquito.But that just created another problem. Now that you've got a malaria-resistant mosquito, how do you get it to replace all the malaria-carrying mosquitos? There are a couple options, but plan A was basically to breed up a bunch of the new genetically-engineered mosquitos release them into the wild and hope that they pass on their genes. The problem was that you'd have to release literally 10 times the number of native mosquitos to work. So in a village with 10,000 mosquitos, you release an extra 100,000. As you might guess, this was not a very popular strategy with the villagers.(Laughter)Then, last January, Anthony James got an email from a biologist named Ethan Bier. Bier said that he and his grad student Valentino Gantz had stumbled on a tool that could not only guarantee that a particular genetic trait would be inherited, but that it would spread incredibly quickly. If they were right, it would basically solve the problem that he and James had been working on for 20 years.As a test, they engineered two mosquitos to carry the anti-malaria gene and also this new tool, a gene drive, which I'll explain in a minute. Finally, they set it up so that any mosquitos that had inherited the anti-malaria gene wouldn't have the usual white eyes, but would instead have red eyes. That was pretty much just for convenience so they could tell just at a glance which was which.So they took their two anti-malarial, red-eyed mosquitos and put them in a box with 30 ordinary white-eyed ones, and let them breed. In two generations, those had produced 3,800 grandchildren. That is not the surprising part. This is the surprising part: given that you started with just two red-eyed mosquitos and 30 white-eyed ones, you expect mostly white-eyed descendants. Instead, when James opened the box, all 3,800 mosquitos had red eyes.When I asked Ethan Bier about this moment, he became so excited that he was literally shouting into the phone. That's because getting only red-eyed mosquitos violates a rule that is the absolute cornerstone of biology, Mendelian genetics. I'll keep this quick, but Mendelian genetics says when a male and a female mate, their baby inherits half of its DNA from each parent. So if our original mosquito was aa and our new mosquito is aB, where B is the anti-malarial gene, the babies should come out in four permutations: aa, aB, aa, Ba. Instead, with the new gene drive, they all came out aB. Biologically, that shouldn't even be possible.So what happened? The first thing that happened was the arrival of a gene-editing tool known as CRISPR in 2012. Many of you have probably heard about CRISPR, so I'll just say briefly that CRISPR is a tool that allows researchers to edit genes very precisely, easily and quickly. It does this by harnessing a mechanism that already existed in bacteria. Basically, there's a protein that acts like a scissors and cuts the DNA, and there's an RNA molecule that directs the scissors to any point on the genome you want. The result is basically a word processor for genes. You can take an entire gene out, put one in, or even edit just a single letter within a gene. And you can do it in nearly any species.OK, remember how I said that gene drives originally had two problems? The first was that it was hard to engineer a mosquito to be malaria-resistant. That's basically gone now, thanks to CRISPR. But the other problem was logistical. How do you get your trait to spread? This is where it gets clever.A couple years ago, a biologist at Harvard named Kevin Esvelt wondered what would happen if you made it so that CRISPR inserted not only your new gene but also the machinery that does the cutting and pasting. In other words, what if CRISPR also copied and pasted itself. You'd end up with a perpetual motion machine for gene editing. And that's exactly what happened. This CRISPR gene drive that Esvelt created not only guarantees that a trait will get passed on, but if it's used in the germline cells, it will automatically copy and paste your new gene into both chromosomes of every single individual. It's like a global search and replace, or in science terms, it makes a heterozygous trait homozygous.So, what does this mean? For one thing, it means we have a very powerful, but also somewhat alarming new tool. Up until now, the fact that gene drives didn't work very well was actually kind of a relief. Normally when we mess around with an organism's genes, we make that thing less evolutionarily fit. So biologists can make all the mutant fruit flies they want without worrying about it. If some escape, natural selection just takes care of them.What's remarkable and powerful and frightening about gene drives is that that will no longer be true. Assuming that your trait does not have a big evolutionary handicap, like a mosquito that can't fly, the CRISPR-based gene drive will spread the change relentlessly until it is in every single individual in the population. Now, it isn't easy to make a gene drive that works that well, but James and Esvelt think that we can.The good news is that this opens the door to some remarkable things. If you put an anti-malarial gene drive in just 1 percent of Anopheles mosquitoes, the species that transmits malaria, researchers estimate that it would spread to the entire population in a year. So in a year, you could virtually eliminate malaria. In practice, we're still a few years out from being able to do that, but still, a 1,000 children a day die of malaria. In a year, that number could be almost zero. The same goes for dengue fever, chikungunya, yellow fever.And it gets better. Say you want to get rid of an invasive species, like get Asian carp out of the Great Lakes. All you have to do is release a gene drive that makes the fish produce only male offspring. In a few generations, there'll be no females left, no more carp. In theory, this means we could restore hundreds of native species that have been pushed to the brink.OK, that's the good news, this is the bad news. Gene drives are so effective that even an accidental release could change an entire species, and often very quickly. Anthony James took good precautions. He bred his mosquitos in a bio-containment lab and he also used a species that's not native to the US so that even if some did escape, they'd just die off, there'd be nothing for them to mate with. But it's also true that if a dozen Asian carp with the all-male gene drive accidentally got carried from the Great Lakes back to Asia, they could potentially wipe out the native Asian carp population. And that's not so unlikely, given how connected our world is. In fact, it's why we have an invasive species problem. And that's fish. Things like mosquitos and fruit flies, there's literally no way to contain them. They cross borders and oceans all the time.OK, the other piece of bad news is that a gene drive might not stay confined to what we call the target species. That's because of gene flow, which is a fancy way of saying that neighboring species sometimes interbreed. If that happens, it's possible a gene drive could cross over, like Asian carp could infect some other kind of carp. That's not so bad if your drive just promotes a trait, like eye color. In fact, there's a decent chance that we'll see a wave of very weird fruit flies in the near future. But it could be a disaster if your drive is deigned to eliminate the species entirely.The last worrisome thing is that the technology to do this, to genetically engineer an organism and include a gene drive, is something that basically any lab in the world can do. An undergraduate can do it. A talented high schooler with some equipment can do it.Now, I'm guessing that this sounds terrifying.(Laughter)Interestingly though, nearly every scientist I talk to seemed to think that gene drives were not actually that frightening or dangerous. Partly because they believe that scientists will be very cautious and responsible about using them.(Laughter)So far, that's been true. But gene drives also have some actual limitations. So for one thing, they work only in sexually reproducing species. So thank goodness, they can't be used to engineer viruses or bacteria. Also, the trait spreads only with each successive generation. So changing or eliminating a population is practical only if that species has a fast reproductive cycle, like insects or maybe small vertebrates like mice or fish. In elephants or people, it would take centuries for a trait to spread widely enough to matter.Also, even with CRISPR, it's not that easy to engineer a truly devastating trait. Say you wanted to make a fruit fly that feeds on ordinary fruit instead of rotting fruit, with the aim of sabotaging American agriculture. First, you'd have to figure out which genes control what the fly wants to eat, which is already a very long and complicated project. Then you'd have to alter those genes to change the fly's behavior to whatever you'd want it to be, which is an even longer and more complicated project. And it might not even work, because the genes that control behavior are complex. So if you're a terrorist and have to choose between starting a grueling basic research program that will require years of meticulous lab work and still might not pan out, or just blowing stuff up? You'll probably choose the later.This is especially true because at least in theory, it should be pretty easy to build what's called a reversal drive. That's one that basically overwrites the change made by the first gene drive. So if you don't like the effects of a change, you can just release a second drive that will cancel it out, at least in theory.OK, so where does this leave us? We now have the ability to change entire species at will. Should we? Are we gods now? I'm not sure I'd say that. But I would say this: first, some very smart people are even now debating how to regulate gene drives. At the same time, some other very smart people are working hard to create safeguards, like gene drives that self-regulate or peter out after a few generations. That's great. But this technology still requires a conversation. And given the nature of gene drives, that conversation has to be global. What if Kenya wants to use a drive but Tanzania doesn't? Who decides whether to release a gene drive that can fly?I don't have the answer to that question. All we can do going forward, I think, is talk honestly about the risks and benefits and take responsibility for our choices. By that I mean, not just the choice to use a gene drive, but also the choice not to use one. Humans have a tendency to assume that the safest option is to preserve the status quo. But that's not always the case. Gene drives have risks, and those need to be discussed, but malaria exists now and kills 1,000 people a day. To combat it, we spray pesticides that do grave damage to other species, including amphibians and birds.So when you hear about gene drives in the coming months, and trust me, you will be hearing about them, remember that. It can be frightening to act, but sometimes, not acting is worse.(Applause)" +569814,223,"At 18, Natalie Warne's work with the Invisible Children movement made her a hero for young activists. She uses her inspiring story to remind us that no one is too young to change the world.",769,TEDxTeen,1301702400,0,Natalie Warne,Natalie Warne: Being young and making an impact,1,1321802222,"[{'id': 8, 'name': 'Informative', 'count': 101}, {'id': 3, 'name': 'Courageous', 'count': 477}, {'id': 10, 'name': 'Inspiring', 'count': 1138}, {'id': 7, 'name': 'Funny', 'count': 36}, {'id': 24, 'name': 'Persuasive', 'count': 190}, {'id': 1, 'name': 'Beautiful', 'count': 301}, {'id': 23, 'name': 'Jaw-dropping', 'count': 130}, {'id': 22, 'name': 'Fascinating', 'count': 110}, {'id': 21, 'name': 'Unconvincing', 'count': 17}, {'id': 9, 'name': 'Ingenious', 'count': 23}, {'id': 2, 'name': 'Confusing', 'count': 17}, {'id': 26, 'name': 'Obnoxious', 'count': 31}, {'id': 25, 'name': 'OK', 'count': 52}, {'id': 11, 'name': 'Longwinded', 'count': 20}]","[{'id': 330, 'hero': 'https://pe.tedcdn.com/images/ted/19233802c46fcd0496477770b98430e07361f4e3_2880x1620.jpg', 'speaker': 'Ory Okolloh', 'title': 'How I became an activist', 'duration': 998, 'slug': 'ory_okolloh_on_becoming_an_activist', 'viewed_count': 321900}, {'id': 299, 'hero': 'https://pe.tedcdn.com/images/ted/05f34db13d1eb9d4af34fb4ea688043a9cd28c0c_2880x1620.jpg', 'speaker': 'Corneille Ewango', 'title': 'A hero of the Congo forest', 'duration': 1098, 'slug': 'corneille_ewango_is_a_hero_of_the_congo_forest', 'viewed_count': 368992}, {'id': 1003, 'hero': 'https://pe.tedcdn.com/images/ted/249b094b159985d31d48ec26a5a947d4bb7ac4c1_800x600.jpg', 'speaker': 'Stefan Wolff', 'title': 'The path to ending ethnic conflicts', 'duration': 1055, 'slug': 'stefan_wolff_the_path_to_ending_ethnic_conflicts', 'viewed_count': 307630}]",Activist,"['TEDx', 'activism', 'children', 'community', 'culture', 'global issues', 'war', 'youth']",Being young and making an impact,"https://www.ted.com/talks/natalie_warne_being_young_and_making_an_impact +",nan +3104326,300,"Childhood trauma isn\u2019t something you just get over as you grow up. Pediatrician Nadine Burke Harris explains that the repeated stress of abuse, neglect and parents struggling with mental health or substance abuse issues has real, tangible effects on the development of the brain. This unfolds across a lifetime, to the point where those who\u2019ve experienced high levels of trauma are at triple the risk for heart disease and lung cancer. An impassioned plea for pediatric medicine to confront the prevention and treatment of trauma, head-on.",959,TEDMED 2014,1410307200,30,Nadine Burke Harris,Nadine Burke Harris: How childhood trauma affects health across a lifetime,1,1424188236,"[{'id': 8, 'name': 'Informative', 'count': 2557}, {'id': 9, 'name': 'Ingenious', 'count': 317}, {'id': 23, 'name': 'Jaw-dropping', 'count': 681}, {'id': 10, 'name': 'Inspiring', 'count': 1343}, {'id': 1, 'name': 'Beautiful', 'count': 181}, {'id': 3, 'name': 'Courageous', 'count': 498}, {'id': 22, 'name': 'Fascinating', 'count': 865}, {'id': 2, 'name': 'Confusing', 'count': 21}, {'id': 24, 'name': 'Persuasive', 'count': 908}, {'id': 7, 'name': 'Funny', 'count': 13}, {'id': 25, 'name': 'OK', 'count': 47}, {'id': 21, 'name': 'Unconvincing', 'count': 25}, {'id': 11, 'name': 'Longwinded', 'count': 20}, {'id': 26, 'name': 'Obnoxious', 'count': 12}]","[{'id': 2076, 'hero': 'https://pe.tedcdn.com/images/ted/9238ca0d06f68e5d8127c5c0236ea4d5ae8ea55d_2400x1800.jpg', 'speaker': 'Rishi Manchanda', 'title': 'What makes us get sick? Look upstream', 'duration': 1093, 'slug': 'rishi_manchanda_what_makes_us_get_sick_look_upstream', 'viewed_count': 1399305}, {'id': 1475, 'hero': 'https://pe.tedcdn.com/images/ted/d798dd0eb6c1d0dd5d42b9cf1cc74d4dca3bffc1_800x600.jpg', 'speaker': 'Rebecca Onie', 'title': 'What if our healthcare system kept us healthy?', 'duration': 994, 'slug': 'rebecca_onie_what_if_our_healthcare_system_kept_us_healthy', 'viewed_count': 979821}, {'id': 1711, 'hero': 'https://pe.tedcdn.com/images/ted/c0694f2a60d1de3e606ab3c8f368ef037b39766d_1600x1200.jpg', 'speaker': 'Eric Dishman', 'title': 'Health care should be a team sport', 'duration': 959, 'slug': 'eric_dishman_health_care_should_be_a_team_sport', 'viewed_count': 836704}, {'id': 2739, 'hero': 'https://pe.tedcdn.com/images/ted/633a1852f14a705ea7611654c34825f631be1d6e_2880x1620.jpg', 'speaker': 'Sangu Delle', 'title': ""There's no shame in taking care of your mental health"", 'duration': 546, 'slug': 'sangu_delle_there_s_no_shame_in_taking_care_of_your_mental_health', 'viewed_count': 1460619}, {'id': 1557, 'hero': 'https://pe.tedcdn.com/images/ted/63fb208c0ecfbcb0ef7bef0e3e34f95434036e42_1600x1200.jpg', 'speaker': 'Vikram Patel', 'title': 'Mental health for all by involving all', 'duration': 742, 'slug': 'vikram_patel_mental_health_for_all_by_involving_all', 'viewed_count': 933287}, {'id': 1714, 'hero': 'https://pe.tedcdn.com/images/ted/1733fa238431c2ae65c5410920b2413c2c4b8171_1600x1200.jpg', 'speaker': 'Thomas Insel', 'title': 'Toward a new understanding of mental illness', 'duration': 783, 'slug': 'thomas_insel_toward_a_new_understanding_of_mental_illness', 'viewed_count': 1188167}]",Pediatrician,"['brain', 'children', 'health', 'health care']",How childhood trauma affects health across a lifetime,"https://www.ted.com/talks/nadine_burke_harris_how_childhood_trauma_affects_health_across_a_lifetime +","In the mid-'90s, the CDC and Kaiser Permanente discovered an exposure that dramatically increased the risk for seven out of 10 of the leading causes of death in the United States. In high doses, it affects brain development, the immune system, hormonal systems, and even the way our DNA is read and transcribed. Folks who are exposed in very high doses have triple the lifetime risk of heart disease and lung cancer and a 20-year difference in life expectancy. And yet, doctors today are not trained in routine screening or treatment. Now, the exposure I'm talking about is not a pesticide or a packaging chemical. It's childhood trauma.Okay. What kind of trauma am I talking about here? I'm not talking about failing a test or losing a basketball game. I am talking about threats that are so severe or pervasive that they literally get under our skin and change our physiology: things like abuse or neglect, or growing up with a parent who struggles with mental illness or substance dependence.Now, for a long time, I viewed these things in the way I was trained to view them, either as a social problem \u2014 refer to social services \u2014 or as a mental health problem \u2014 refer to mental health services. And then something happened to make me rethink my entire approach. When I finished my residency, I wanted to go someplace where I felt really needed, someplace where I could make a difference. So I came to work for California Pacific Medical Center, one of the best private hospitals in Northern California, and together, we opened a clinic in Bayview-Hunters Point, one of the poorest, most underserved neighborhoods in San Francisco. Now, prior to that point, there had been only one pediatrician in all of Bayview to serve more than 10,000 children, so we hung a shingle, and we were able to provide top-quality care regardless of ability to pay. It was so cool. We targeted the typical health disparities: access to care, immunization rates, asthma hospitalization rates, and we hit all of our numbers. We felt very proud of ourselves.But then I started noticing a disturbing trend. A lot of kids were being referred to me for ADHD, or Attention Deficit Hyperactivity Disorder, but when I actually did a thorough history and physical, what I found was that for most of my patients, I couldn't make a diagnosis of ADHD. Most of the kids I was seeing had experienced such severe trauma that it felt like something else was going on. Somehow I was missing something important.Now, before I did my residency, I did a master's degree in public health, and one of the things that they teach you in public health school is that if you're a doctor and you see 100 kids that all drink from the same well, and 98 of them develop diarrhea, you can go ahead and write that prescription for dose after dose after dose of antibiotics, or you can walk over and say, ""What the hell is in this well?"" So I began reading everything that I could get my hands on about how exposure to adversity affects the developing brains and bodies of children.And then one day, my colleague walked into my office, and he said, ""Dr. Burke, have you seen this?"" In his hand was a copy of a research study called the Adverse Childhood Experiences Study. That day changed my clinical practice and ultimately my career.The Adverse Childhood Experiences Study is something that everybody needs to know about. It was done by Dr. Vince Felitti at Kaiser and Dr. Bob Anda at the CDC, and together, they asked 17,500 adults about their history of exposure to what they called ""adverse childhood experiences,"" or ACEs. Those include physical, emotional, or sexual abuse; physical or emotional neglect; parental mental illness, substance dependence, incarceration; parental separation or divorce; or domestic violence. For every yes, you would get a point on your ACE score. And then what they did was they correlated these ACE scores against health outcomes. What they found was striking. Two things: Number one, ACEs are incredibly common. Sixty-seven percent of the population had at least one ACE, and 12.6 percent, one in eight, had four or more ACEs. The second thing that they found was that there was a dose-response relationship between ACEs and health outcomes: the higher your ACE score, the worse your health outcomes. For a person with an ACE score of four or more, their relative risk of chronic obstructive pulmonary disease was two and a half times that of someone with an ACE score of zero. For hepatitis, it was also two and a half times. For depression, it was four and a half times. For suicidality, it was 12 times. A person with an ACE score of seven or more had triple the lifetime risk of lung cancer and three and a half times the risk of ischemic heart disease, the number one killer in the United States of America.Well, of course this makes sense. Some people looked at this data and they said, ""Come on. You have a rough childhood, you're more likely to drink and smoke and do all these things that are going to ruin your health. This isn't science. This is just bad behavior.""It turns out this is exactly where the science comes in. We now understand better than we ever have before how exposure to early adversity affects the developing brains and bodies of children. It affects areas like the nucleus accumbens, the pleasure and reward center of the brain that is implicated in substance dependence. It inhibits the prefrontal cortex, which is necessary for impulse control and executive function, a critical area for learning. And on MRI scans, we see measurable differences in the amygdala, the brain's fear response center. So there are real neurologic reasons why folks exposed to high doses of adversity are more likely to engage in high-risk behavior, and that's important to know.But it turns out that even if you don't engage in any high-risk behavior, you're still more likely to develop heart disease or cancer. The reason for this has to do with the hypothalamic\u2013pituitary\u2013adrenal axis, the brain's and body's stress response system that governs our fight-or-flight response. How does it work? Well, imagine you're walking in the forest and you see a bear. Immediately, your hypothalamus sends a signal to your pituitary, which sends a signal to your adrenal gland that says, ""Release stress hormones! Adrenaline! Cortisol!"" And so your heart starts to pound, Your pupils dilate, your airways open up, and you are ready to either fight that bear or run from the bear. And that is wonderful if you're in a forest and there's a bear. (Laughter) But the problem is what happens when the bear comes home every night, and this system is activated over and over and over again, and it goes from being adaptive, or life-saving, to maladaptive, or health-damaging. Children are especially sensitive to this repeated stress activation, because their brains and bodies are just developing. High doses of adversity not only affect brain structure and function, they affect the developing immune system, developing hormonal systems, and even the way our DNA is read and transcribed.So for me, this information threw my old training out the window, because when we understand the mechanism of a disease, when we know not only which pathways are disrupted, but how, then as doctors, it is our job to use this science for prevention and treatment. That's what we do.So in San Francisco, we created the Center for Youth Wellness to prevent, screen and heal the impacts of ACEs and toxic stress. We started simply with routine screening of every one of our kids at their regular physical, because I know that if my patient has an ACE score of 4, she's two and a half times as likely to develop hepatitis or COPD, she's four and half times as likely to become depressed, and she's 12 times as likely to attempt to take her own life as my patient with zero ACEs. I know that when she's in my exam room. For our patients who do screen positive, we have a multidisciplinary treatment team that works to reduce the dose of adversity and treat symptoms using best practices, including home visits, care coordination, mental health care, nutrition, holistic interventions, and yes, medication when necessary. But we also educate parents about the impacts of ACEs and toxic stress the same way you would for covering electrical outlets, or lead poisoning, and we tailor the care of our asthmatics and our diabetics in a way that recognizes that they may need more aggressive treatment, given the changes to their hormonal and immune systems.So the other thing that happens when you understand this science is that you want to shout it from the rooftops, because this isn't just an issue for kids in Bayview. I figured the minute that everybody else heard about this, it would be routine screening, multi-disciplinary treatment teams, and it would be a race to the most effective clinical treatment protocols. Yeah. That did not happen. And that was a huge learning for me. What I had thought of as simply best clinical practice I now understand to be a movement. In the words of Dr. Robert Block, the former President of the American Academy of Pediatrics, ""Adverse childhood experiences are the single greatest unaddressed public health threat facing our nation today."" And for a lot of people, that's a terrifying prospect. The scope and scale of the problem seems so large that it feels overwhelming to think about how we might approach it. But for me, that's actually where the hopes lies, because when we have the right framework, when we recognize this to be a public health crisis, then we can begin to use the right tool kit to come up with solutions. From tobacco to lead poisoning to HIV/AIDS, the United States actually has quite a strong track record with addressing public health problems, but replicating those successes with ACEs and toxic stress is going to take determination and commitment, and when I look at what our nation's response has been so far, I wonder, why haven't we taken this more seriously?You know, at first I thought that we marginalized the issue because it doesn't apply to us. That's an issue for those kids in those neighborhoods. Which is weird, because the data doesn't bear that out. The original ACEs study was done in a population that was 70 percent Caucasian, 70 percent college-educated. But then, the more I talked to folks, I'm beginning to think that maybe I had it completely backwards. If I were to ask how many people in this room grew up with a family member who suffered from mental illness, I bet a few hands would go up. And then if I were to ask how many folks had a parent who maybe drank too much, or who really believed that if you spare the rod, you spoil the child, I bet a few more hands would go up. Even in this room, this is an issue that touches many of us, and I am beginning to believe that we marginalize the issue because it does apply to us. Maybe it's easier to see in other zip codes because we don't want to look at it. We'd rather be sick.Fortunately, scientific advances and, frankly, economic realities make that option less viable every day. The science is clear: Early adversity dramatically affects health across a lifetime. Today, we are beginning to understand how to interrupt the progression from early adversity to disease and early death, and 30 years from now, the child who has a high ACE score and whose behavioral symptoms go unrecognized, whose asthma management is not connected, and who goes on to develop high blood pressure and early heart disease or cancer will be just as anomalous as a six-month mortality from HIV/AIDS. People will look at that situation and say, ""What the heck happened there?"" This is treatable. This is beatable. The single most important thing that we need today is the courage to look this problem in the face and say, this is real and this is all of us. I believe that we are the movement.Thank you.(Applause)" +1995401,240,"Are we born to be optimistic, rather than realistic? Tali Sharot shares new research that suggests our brains are wired to look on the bright side -- and how that can be both dangerous and beneficial.",1060,TED2012,1330473600,32,Tali Sharot,Tali Sharot: The optimism bias,1,1337008253,"[{'id': 8, 'name': 'Informative', 'count': 914}, {'id': 26, 'name': 'Obnoxious', 'count': 21}, {'id': 11, 'name': 'Longwinded', 'count': 50}, {'id': 9, 'name': 'Ingenious', 'count': 85}, {'id': 22, 'name': 'Fascinating', 'count': 518}, {'id': 24, 'name': 'Persuasive', 'count': 383}, {'id': 10, 'name': 'Inspiring', 'count': 376}, {'id': 3, 'name': 'Courageous', 'count': 40}, {'id': 25, 'name': 'OK', 'count': 130}, {'id': 7, 'name': 'Funny', 'count': 158}, {'id': 1, 'name': 'Beautiful', 'count': 86}, {'id': 21, 'name': 'Unconvincing', 'count': 57}, {'id': 23, 'name': 'Jaw-dropping', 'count': 41}, {'id': 2, 'name': 'Confusing', 'count': 14}]","[{'id': 420, 'hero': 'https://pe.tedcdn.com/images/ted/62760_800x600.jpg', 'speaker': 'Dan Gilbert', 'title': 'Why we make bad decisions', 'duration': 2018, 'slug': 'dan_gilbert_researches_happiness', 'viewed_count': 3707359}, {'id': 779, 'hero': 'https://pe.tedcdn.com/images/ted/cedfa6cd9d9b0c01b013c3bb4395f57625d5ce69_1600x1200.jpg', 'speaker': 'Daniel Kahneman', 'title': 'The riddle of experience vs. memory', 'duration': 1206, 'slug': 'daniel_kahneman_the_riddle_of_experience_vs_memory', 'viewed_count': 3841698}, {'id': 312, 'hero': 'https://pe.tedcdn.com/images/ted/464ab07ec4d4bb056256c343837a3a2ced132996_1600x1200.jpg', 'speaker': 'Martin Seligman', 'title': 'The new era of positive psychology', 'duration': 1422, 'slug': 'martin_seligman_on_the_state_of_psychology', 'viewed_count': 4190669}, {'id': 2262, 'hero': 'https://pe.tedcdn.com/images/ted/b3c8a767c074d6d211fd7e5a3f3a6fc89ac10d83_2880x1620.jpg', 'speaker': 'Yassmin Abdel-Magied', 'title': 'What does my headscarf mean to you?', 'duration': 841, 'slug': 'yassmin_abdel_magied_what_does_my_headscarf_mean_to_you', 'viewed_count': 1863896}, {'id': 2769, 'hero': 'https://pe.tedcdn.com/images/ted/cbd0f0b2e7d46c31e538cfe40f7b0a1c0c2a887e_2880x1620.jpg', 'speaker': 'Deborah Lipstadt', 'title': 'Behind the lies of Holocaust denial', 'duration': 930, 'slug': 'deborah_lipstadt_behind_the_lies_of_holocaust_denial', 'viewed_count': 918023}, {'id': 2796, 'hero': 'https://pe.tedcdn.com/images/ted/46ca6ed53d1e86a77af23776f5c693e2cada1b4a_2880x1620.jpg', 'speaker': 'Michael Patrick Lynch', 'title': 'How to see past your own perspective and find truth', 'duration': 866, 'slug': 'michael_patrick_lynch_how_to_see_past_your_own_perspective_and_find_truth', 'viewed_count': 1263354}]",Cognitive neuroscientist,"['behavioral economics', 'brain', 'cognitive science', 'culture', 'decision-making', 'happiness', 'life', 'mind', 'neuroscience', 'personality', 'psychology', 'science', 'sociology']",The optimism bias,"https://www.ted.com/talks/tali_sharot_the_optimism_bias +","I'm going to talk to you about optimism \u2014 or more precisely, the optimism bias. It's a cognitive illusion that we've been studying in my lab for the past few years, and 80 percent of us have it.It's our tendency to overestimate our likelihood of experiencing good events in our lives and underestimate our likelihood of experiencing bad events. So we underestimate our likelihood of suffering from cancer, being in a car accident. We overestimate our longevity, our career prospects. In short, we're more optimistic than realistic, but we are oblivious to the fact.Take marriage for example. In the Western world, divorce rates are about 40 percent. That means that out of five married couples, two will end up splitting their assets. But when you ask newlyweds about their own likelihood of divorce, they estimate it at zero percent. And even divorce lawyers, who should really know better, hugely underestimate their own likelihood of divorce. So it turns out that optimists are not less likely to divorce, but they are more likely to remarry. In the words of Samuel Johnson, ""Remarriage is the triumph of hope over experience.""(Laughter)So if we're married, we're more likely to have kids. And we all think our kids will be especially talented. This, by the way, is my two-year-old nephew, Guy. And I just want to make it absolutely clear that he's a really bad example of the optimism bias, because he is in fact uniquely talented.(Laughter)And I'm not alone. Out of four British people, three said that they were optimistic about the future of their own families. That's 75 percent. But only 30 percent said that they thought families in general are doing better than a few generations ago.And this is a really important point, because we're optimistic about ourselves, we're optimistic about our kids, we're optimistic about our families, but we're not so optimistic about the guy sitting next to us, and we're somewhat pessimistic about the fate of our fellow citizens and the fate of our country. But private optimism about our own personal future remains persistent. And it doesn't mean that we think things will magically turn out okay, but rather that we have the unique ability to make it so.Now I'm a scientist, I do experiments. So to show you what I mean, I'm going to do an experiment here with you. So I'm going to give you a list of abilities and characteristics, and I want you to think for each of these abilities where you stand relative to the rest of the population.The first one is getting along well with others. Who here believes they're at the bottom 25 percent? Okay, that's about 10 people out of 1,500. Who believes they're at the top 25 percent? That's most of us here. Okay, now do the same for your driving ability. How interesting are you? How attractive are you? How honest are you? And finally, how modest are you?So most of us put ourselves above average on most of these abilities. Now this is statistically impossible. We can't all be better than everyone else. (Laughter) But if we believe we're better than the other guy, well that means that we're more likely to get that promotion, to remain married, because we're more social, more interesting.And it's a global phenomenon. The optimism bias has been observed in many different countries \u2014 in Western cultures, in non-Western cultures, in females and males, in kids, in the elderly. It's quite widespread.But the question is, is it good for us? So some people say no. Some people say the secret to happiness is low expectations. I think the logic goes something like this: If we don't expect greatness, if we don't expect to find love and be healthy and successful, well we're not going to be disappointed when these things don't happen. And if we're not disappointed when good things don't happen, and we're pleasantly surprised when they do, we will be happy.So it's a very good theory, but it turns out to be wrong for three reasons. Number one: Whatever happens, whether you succeed or you fail, people with high expectations always feel better. Because how we feel when we get dumped or win employee of the month depends on how we interpret that event.The psychologists Margaret Marshall and John Brown studied students with high and low expectations. And they found that when people with high expectations succeed, they attribute that success to their own traits. ""I'm a genius, therefore I got an A, therefore I'll get an A again and again in the future."" When they failed, it wasn't because they were dumb, but because the exam just happened to be unfair. Next time they will do better. People with low expectations do the opposite. So when they failed it was because they were dumb, and when they succeeded it was because the exam just happened to be really easy. Next time reality would catch up with them. So they felt worse.Number two: Regardless of the outcome, the pure act of anticipation makes us happy. The behavioral economist George Lowenstein asked students in his university to imagine getting a passionate kiss from a celebrity, any celebrity. Then he said, ""How much are you willing to pay to get a kiss from a celebrity if the kiss was delivered immediately, in three hours, in 24 hours, in three days, in one year, in 10 years? He found that the students were willing to pay the most not to get a kiss immediately, but to get a kiss in three days. They were willing to pay extra in order to wait. Now they weren't willing to wait a year or 10 years; no one wants an aging celebrity. But three days seemed to be the optimum amount.So why is that? Well if you get the kiss now, it's over and done with. But if you get the kiss in three days, well that's three days of jittery anticipation, the thrill of the wait. The students wanted that time to imagine where is it going to happen, how is it going to happen. Anticipation made them happy.This is, by the way, why people prefer Friday to Sunday. It's a really curious fact, because Friday is a day of work and Sunday is a day of pleasure, so you'd assume that people will prefer Sunday, but they don't. It's not because they really, really like being in the office and they can't stand strolling in the park or having a lazy brunch. We know that, because when you ask people about their ultimate favorite day of the week, surprise, surprise, Saturday comes in at first, then Friday, then Sunday. People prefer Friday because Friday brings with it the anticipation of the weekend ahead, all the plans that you have. On Sunday, the only thing you can look forward to is the work week.So optimists are people who expect more kisses in their future, more strolls in the park. And that anticipation enhances their wellbeing. In fact, without the optimism bias, we would all be slightly depressed. People with mild depression, they don't have a bias when they look into the future. They're actually more realistic than healthy individuals. But individuals with severe depression, they have a pessimistic bias. So they tend to expect the future to be worse than it ends up being.So optimism changes subjective reality. The way we expect the world to be changes the way we see it. But it also changes objective reality. It acts as a self-fulfilling prophecy. And that is the third reason why lowering your expectations will not make you happy. Controlled experiments have shown that optimism is not only related to success, it leads to success. Optimism leads to success in academia and sports and politics. And maybe the most surprising benefit of optimism is health. If we expect the future to be bright, stress and anxiety are reduced.So all in all, optimism has lots of benefits. But the question that was really confusing to me was, how do we maintain optimism in the face of reality? As an neuroscientist, this was especially confusing, because according to all the theories out there, when your expectations are not met, you should alter them. But this is not what we find. We asked people to come into our lab in order to try and figure out what was going on.We asked them to estimate their likelihood of experiencing different terrible events in their lives. So, for example, what is your likelihood of suffering from cancer? And then we told them the average likelihood of someone like them to suffer these misfortunes. So cancer, for example, is about 30 percent. And then we asked them again, ""How likely are you to suffer from cancer?""What we wanted to know was whether people will take the information that we gave them to change their beliefs. And indeed they did \u2014 but mostly when the information we gave them was better than what they expected. So for example, if someone said, ""My likelihood of suffering from cancer is about 50 percent,"" and we said, ""Hey, good news. The average likelihood is only 30 percent,"" the next time around they would say, ""Well maybe my likelihood is about 35 percent."" So they learned quickly and efficiently. But if someone started off saying, ""My average likelihood of suffering from cancer is about 10 percent,"" and we said, ""Hey, bad news. The average likelihood is about 30 percent,"" the next time around they would say, ""Yep. Still think it's about 11 percent.""(Laughter)So it's not that they didn't learn at all \u2014 they did \u2014 but much, much less than when we gave them positive information about the future. And it's not that they didn't remember the numbers that we gave them; everyone remembers that the average likelihood of cancer is about 30 percent and the average likelihood of divorce is about 40 percent. But they didn't think that those numbers were related to them.What this means is that warning signs such as these may only have limited impact. Yes, smoking kills, but mostly it kills the other guy.What I wanted to know was what was going on inside the human brain that prevented us from taking these warning signs personally. But at the same time, when we hear that the housing market is hopeful, we think, ""Oh, my house is definitely going to double in price."" To try and figure that out, I asked the participants in the experiment to lie in a brain imaging scanner. It looks like this. And using a method called functional MRI, we were able to identify regions in the brain that were responding to positive information.One of these regions is called the left inferior frontal gyrus. So if someone said, ""My likelihood of suffering from cancer is 50 percent,"" and we said, ""Hey, good news. Average likelihood is 30 percent,"" the left inferior frontal gyrus would respond fiercely. And it didn't matter if you're an extreme optimist, a mild optimist or slightly pessimistic, everyone's left inferior frontal gyrus was functioning perfectly well, whether you're Barack Obama or Woody Allen.On the other side of the brain, the right inferior frontal gyrus was responding to bad news. And here's the thing: it wasn't doing a very good job. The more optimistic you were, the less likely this region was to respond to unexpected negative information. And if your brain is failing at integrating bad news about the future, you will constantly leave your rose-tinted spectacles on.So we wanted to know, could we change this? Could we alter people's optimism bias by interfering with the brain activity in these regions? And there's a way for us to do that.This is my collaborator Ryota Kanai. And what he's doing is he's passing a small magnetic pulse through the skull of the participant in our study into their inferior frontal gyrus. And by doing that, he's interfering with the activity of this brain region for about half an hour. After that everything goes back to normal, I assure you.(Laughter)So let's see what happens. First of all, I'm going to show you the average amount of bias that we see. So if I was to test all of you now, this is the amount that you would learn more from good news relative to bad news. Now we interfere with the region that we found to integrate negative information in this task, and the optimism bias grew even larger. We made people more biased in the way that they process information. Then we interfered with the brain region that we found to integrate good news in this task, and the optimism bias disappeared. We were quite amazed by these results because we were able to eliminate a deep-rooted bias in humans.And at this point we stopped and we asked ourselves, would we want to shatter the optimism illusion into tiny little bits? If we could do that, would we want to take people's optimism bias away? Well I've already told you about all of the benefits of the optimism bias, which probably makes you want to hold onto it for dear life. But there are, of course, pitfalls, and it would be really foolish of us to ignore them.Take for example this email I recieved from a firefighter here in California. He says, ""Fatality investigations for firefighters often include 'We didn't think the fire was going to do that,' even when all of the available information was there to make safe decisions."" This captain is going to use our findings on the optimism bias to try to explain to the firefighters why they think the way they do, to make them acutely aware of this very optimistic bias in humans.So unrealistic optimism can lead to risky behavior, to financial collapse, to faulty planning. The British government, for example, has acknowledged that the optimism bias can make individuals more likely to underestimate the costs and durations of projects. So they have adjusted the 2012 Olympic budget for the optimism bias.My friend who's getting married in a few weeks has done the same for his wedding budget. And by the way, when I asked him about his own likelihood of divorce, he said he was quite sure it was zero percent.So what we would really like to do, is we would like to protect ourselves from the dangers of optimism, but at the same time remain hopeful, benefiting from the many fruits of optimism. And I believe there's a way for us to do that. The key here really is knowledge. We're not born with an innate understanding of our biases. These have to be identified by scientific investigation. But the good news is that becoming aware of the optimism bias does not shatter the illusion. It's like visual illusions, in which understanding them does not make them go away. And this is good because it means we should be able to strike a balance, to come up with plans and rules to protect ourselves from unrealistic optimism, but at the same time remain hopeful.I think this cartoon portrays it nicely. Because if you're one of these pessimistic penguins up there who just does not believe they can fly, you certainly never will. Because to make any kind of progress, we need to be able to imagine a different reality, and then we need to believe that that reality is possible. But if you are an extreme optimistic penguin who just jumps down blindly hoping for the best, you might find yourself in a bit of a mess when you hit the ground. But if you're an optimistic penguin who believes they can fly, but then adjusts a parachute to your back just in case things don't work out exactly as you had planned, you will soar like an eagle, even if you're just a penguin.Thank you.(Applause)" +704205,92,"New York was planning to tear down the High Line, an abandoned elevated railroad in Manhattan, when Robert Hammond and a few friends suggested: Why not make it a park? He shares how it happened in this tale of local cultural activism.",341,TED2011,1299110400,36,Robert Hammond,Robert Hammond: Building a park in the sky,1,1309445640,"[{'id': 22, 'name': 'Fascinating', 'count': 199}, {'id': 10, 'name': 'Inspiring', 'count': 491}, {'id': 1, 'name': 'Beautiful', 'count': 6685}, {'id': 9, 'name': 'Ingenious', 'count': 266}, {'id': 3, 'name': 'Courageous', 'count': 120}, {'id': 24, 'name': 'Persuasive', 'count': 50}, {'id': 25, 'name': 'OK', 'count': 48}, {'id': 7, 'name': 'Funny', 'count': 5}, {'id': 8, 'name': 'Informative', 'count': 92}, {'id': 23, 'name': 'Jaw-dropping', 'count': 28}, {'id': 21, 'name': 'Unconvincing', 'count': 29}, {'id': 2, 'name': 'Confusing', 'count': 7}, {'id': 26, 'name': 'Obnoxious', 'count': 2}, {'id': 11, 'name': 'Longwinded', 'count': 1}]","[{'id': 8, 'hero': 'https://pe.tedcdn.com/images/ted/10775_480x360.jpg', 'speaker': 'David Rockwell', 'title': 'A memorial at Ground Zero', 'duration': 1477, 'slug': 'david_rockwell_builds_at_ground_zero', 'viewed_count': 404408}, {'id': 215, 'hero': 'https://pe.tedcdn.com/images/ted/90be7f2c28ec6e852d08141e0f36a6187dfdb2fe_2880x1620.jpg', 'speaker': 'David Macaulay', 'title': 'An illustrated journey through Rome', 'duration': 1295, 'slug': 'david_macaulay_s_rome_antics', 'viewed_count': 700278}, {'id': 121, 'hero': 'https://pe.tedcdn.com/images/ted/ec2c6dea53896cd4c9820ced68df9ba573f145e0_2880x1620.jpg', 'speaker': 'James Howard Kunstler', 'title': 'The ghastly tragedy of the suburbs', 'duration': 1184, 'slug': 'james_howard_kunstler_dissects_suburbia', 'viewed_count': 1683540}, {'id': 1966, 'hero': 'https://pe.tedcdn.com/images/ted/3c2a59226d875122598f0fc0b4ca9af4e7d928eb_1600x1200.jpg', 'speaker': 'Amanda Burden', 'title': 'How public spaces make cities work', 'duration': 1108, 'slug': 'amanda_burden_how_public_spaces_make_cities_work', 'viewed_count': 1061947}, {'id': 1865, 'hero': 'https://pe.tedcdn.com/images/ted/34113888f29018d7f07a3c7f10ab2915c50f6b96_1600x1200.jpg', 'speaker': 'Mick Cornett', 'title': 'How an obese town lost a million pounds', 'duration': 915, 'slug': 'mick_cornett_how_an_obese_town_lost_a_million_pounds', 'viewed_count': 1514884}, {'id': 2840, 'hero': 'https://pe.tedcdn.com/images/ted/e14c457790cbe44629c9afaf8867a3558d0cf121_2880x1620.jpg', 'speaker': 'Richard J. Berry', 'title': 'A practical way to help the homeless find work and safety', 'duration': 741, 'slug': 'richard_j_berry_a_practical_way_to_help_the_homeless_find_work_and_safety', 'viewed_count': 747128}]",Friend of the High Line,"['activism', 'architecture', 'cities', 'culture', 'public spaces']",Building a park in the sky,"https://www.ted.com/talks/robert_hammond_building_a_park_in_the_sky +","The Highline is an old, elevated rail line that runs for a mile and a half right through Manhattan. And it was originally a freight line that ran down 10th Ave. And it became known as ""Death Avenue"" because so many people were run over by the trains that the railroad hired a guy on horseback to run in front, and he became known as the ""West Side Cowboy."" But even with a cowboy, about one person a month was killed and run over. So they elevated it. They built it 30 ft. in the air, right through the middle of the city. But with the rise of interstate trucking, it was used less and less. And by 1980, the last train rode. It was a train loaded with frozen turkeys \u2014 they say, at Thanksgiving \u2014 from the meatpacking district. And then it was abandoned.And I live in the neighborhood, and I first read about it in the New York Times, in an article that said it was going to be demolished. And I assumed someone was working to preserve it or save it and I could volunteer, but I realized no one was doing anything. I went to my first community board meeting \u2014 which I'd never been to one before \u2014 and sat next to another guy named Joshua David, who's a travel writer. And at the end of the meeting, we realized we were the only two people that were sort of interested in the project; most people wanted to tear it down. So we exchanged business cards, and we kept calling each other and decided to start this organization, Friends of the High Line. And the goal at first was just saving it from demolition, but then we also wanted to figure out what we could do with it.And what first attracted me, or interested me, was this view from the street \u2014 which is this steel structure, sort of rusty, this industrial relic. But when I went up on top, it was a mile and a half of wildflowers running right through the middle of Manhattan with views of the Empire State Building and the Statue of Liberty and the Hudson River. And that's really where we started, the idea coalesced around, let's make this a park, and let's have it be sort of inspired by this wildscape.At the time, there was a lot of opposition. Mayor Giuliani wanted to tear it down. I'm going to fast-forward through a lot of lawsuits and a lot of community engagement. Mayor Bloomberg came in office, he was very supportive, but we still had to make the economic case. This was after 9/11; the city was in tough times. So we commissioned an economic feasibility study to try to make the case. And it turns out, we got those numbers wrong. We thought it would cost 100 million dollars to build. So far it's cost about 150 million. And the main case was, this is going to make good economic sense for the city. So we said over a 20-year time period, the value to the city in increased property values and increased taxes would be about 250 million. That was enough. It really got the city behind it. It turns out we were wrong on that. Now people estimate it's created about a half a billion dollars, or will create about a half a billion dollars, in tax revenues for the city. We did a design competition, selected a design team. We worked with them to really create a design that was inspired by that wildscape. There's three sections.We opened the fist section in 2009. It's been successful beyond our dreams. Last year we had about two million people, which is about 10 times what we ever estimated. This is one of my favorite features in section one. It's this amphitheater right over 10th Ave. And the first section ends at 20th St. right now. The other thing, it's generated, obviously, a lot of economic value; it's also inspired, I think, a lot of great architecture. There's a point, you can stand here and see buildings by Frank Gehry, Jean Nouvel, Shigeru Ban, Neil Denari. And the Whitney is moving downtown and is building their new museum right at the base of the High Line. And this has been designed by Renzo Piano. And they're going to break ground in May.And we've already started construction on section two. This is one of my favorite features, this flyover where you're eight feet off the surface of the High Line, running through a canopy of trees. The High Line used to be covered in billboards, and so we've taken a playful take where, instead of framing advertisements, it's going to frame people in views of the city. This was just installed last month. And then the last section was going to go around the rail yards, which is the largest undeveloped site in Manhattan. And the city has planned \u2014 for better or for worse \u2014 12 million square-feet of development that the High Line is going to ring around.But what really, I think, makes the High Line special is the people. And honestly, even though I love the designs that we were building, I was always frightened that I wouldn't really love it, because I fell in love with that wildscape \u2014 and how could you recreate that magic? But what I found is it's in the people and how they use it that, to me, makes it so special. Just one quick example is I realized right after we opened that there were all these people holding hands on the High Line. And I realized New Yorkers don't hold hands; we just don't do that outside. But you see that happening on the High Line, and I think that's the power that public space can have to transform how people experience their city and interact with each other.Thanks.(Applause)" +594725,368,"Even as the Deepwater Horizon tragedy unfolded, Carl Safina took the stage at TEDxOilSpill to share what the facts were known at the time. In a blood-boiling cross-examination, he suggests that the consequences will stretch far beyond the Gulf -- and many so-called solutions are making the situation worse.",1195,TEDxOilSpill,1277683200,28,Carl Safina,Carl Safina: The oil spill's unseen villains -- and victims,1,1278926880,"[{'id': 24, 'name': 'Persuasive', 'count': 394}, {'id': 3, 'name': 'Courageous', 'count': 335}, {'id': 10, 'name': 'Inspiring', 'count': 252}, {'id': 23, 'name': 'Jaw-dropping', 'count': 177}, {'id': 22, 'name': 'Fascinating', 'count': 78}, {'id': 8, 'name': 'Informative', 'count': 336}, {'id': 25, 'name': 'OK', 'count': 69}, {'id': 26, 'name': 'Obnoxious', 'count': 35}, {'id': 11, 'name': 'Longwinded', 'count': 58}, {'id': 9, 'name': 'Ingenious', 'count': 12}, {'id': 21, 'name': 'Unconvincing', 'count': 68}, {'id': 1, 'name': 'Beautiful', 'count': 44}, {'id': 7, 'name': 'Funny', 'count': 3}, {'id': 2, 'name': 'Confusing', 'count': 10}]","[{'id': 850, 'hero': 'https://pe.tedcdn.com/images/ted/168503_800x600.jpg', 'speaker': 'Jeremy Jackson', 'title': 'How we wrecked the ocean', 'duration': 1099, 'slug': 'jeremy_jackson', 'viewed_count': 612261}, {'id': 683, 'hero': 'https://pe.tedcdn.com/images/ted/126533_800x600.jpg', 'speaker': 'Edward Burtynsky', 'title': 'Photographing the landscape of oil', 'duration': 220, 'slug': 'edward_burtynsky_photographs_the_landscape_of_oil', 'viewed_count': 480142}, {'id': 940, 'hero': 'https://pe.tedcdn.com/images/ted/193801_800x600.jpg', 'speaker': 'Lisa Margonelli', 'title': 'The political chemistry of oil', 'duration': 1034, 'slug': 'lisa_margonelli_the_political_chemistry_of_oil', 'viewed_count': 452630}, {'id': 925, 'hero': 'https://pe.tedcdn.com/images/ted/fa9a8e6f187bf1cae258f401e2f1cff011ee310e_2880x1620.jpg', 'speaker': 'Susan Shaw', 'title': ""The oil spill's toxic trade-off"", 'duration': 1002, 'slug': 'susan_shaw_the_oil_spill_s_toxic_trade_off', 'viewed_count': 220099}, {'id': 1054, 'hero': 'https://pe.tedcdn.com/images/ted/506f267eb47b9c3c6c7cf09369d853ec02d3e06e_800x600.jpg', 'speaker': 'Naomi Klein', 'title': 'Addicted to risk', 'duration': 1189, 'slug': 'naomi_klein_addicted_to_risk', 'viewed_count': 900395}, {'id': 862, 'hero': 'https://pe.tedcdn.com/images/ted/172159_800x600.jpg', 'speaker': 'Richard Sears', 'title': 'Planning for the end of oil', 'duration': 588, 'slug': 'richard_sears_planning_for_the_end_of_oil', 'viewed_count': 603658}]","Ecologist, writer","['TEDx', 'disaster relief', 'energy', 'environment', 'oceans', 'oil', 'pollution']",The oil spill's unseen villains -- and victims,"https://www.ted.com/talks/carl_safina_the_oil_spill_s_unseen_culprits_victims +","This is the ocean as I used to know it. And I find that since I've been in the Gulf a couple of times, I really kind of am traumatized because whenever I look at the ocean now, no matter where I am, even where I know that none of the oil has gone, I sort of see slicks, and I'm finding that I'm very much haunted by it. But what I want to talk to you about today is a lot of things that try to put all of this in context, not just about the oil eruption, but what it means and why it has happened.First, just a little bit about me. I'm basically just a guy that likes to go fishing ever since I was a little kid, and because I did, I wound up studying sea birds to try to stay in the coastal habitats that I so loved. And now I mainly write books about how the ocean is changing, and the ocean is certainly changing very rapidly. Now we saw this graphic earlier on, that we really live on a hard marble that has just a slight bit of wetness to it. It's like you dipped a marble in water. And the same thing with the atmosphere: If you took all the atmosphere and rolled it up in a ball, you would get that little sphere of gas on the right. So we live on the most fragile little soap bubble you can imagine, a very sacred soap bubble, but one that is very, very easy to affect.And all the burning of oil and coal and gas, all the fossil fuels, have changed the atmosphere greatly. Carbon dioxide level has gone up and up and up. We're warming the climate. So the blowout in the Gulf is just a little piece of a much larger problem that we have with the energy that we use to run civilization. Beyond warming, we have the problem of the oceans getting more acidified \u2014 and already measurably so, and already affecting animals. Now in the laboratory, if you take a clam and you put it in the pH that is not 8.1, which is the normal pH of seawater, but 7.5, it dissolves in about three days. If you take a sea urchin larva from 8.1, put it in a pH of 7.7 \u2014 not a huge change \u2014 it becomes deformed and dies. Already, commercial oyster larvae are dying at large scales in some places. Coral reefs are growing slower in some places because of this problem. So this really matters.Now, let's take a little tour around the Gulf a little bit. One of the things that really impresses me about the people in the Gulf: They are really, really aquatic people. And they can handle water. They can handle a hurricane that comes and goes. When the water goes down, they know what to do. But when it's something other than water, and their water habitat changes, they don't have many options. In fact, those entire communities really don't have many options. They don't have another thing they can do. They can't go and work in the local hotel business because there isn't one in their community.If you go to the Gulf and you look around, you do see a lot of oil. You see a lot of oil on the ocean. You see a lot of oil on the shoreline. If you go to the site of the blowout, it looks pretty unbelievable. It looks like you just emptied the oil pan in your car, and you just dumped it in the ocean. And one of the really most incredible things, I think, is that there's nobody out there trying to collect it at the site where it is densest. Parts of the ocean there look just absolutely apocalyptic. You go in along the shore, you can find it everywhere. It's really messy. If you go to the places where it's just arriving, like the eastern part of the Gulf, in Alabama, there's still people using the beach while there are people cleaning up the beach. And they have a very strange way of cleaning up the beach. They're not allowed to put more than 10 pounds of sand in a 50-gallon plastic bag. They have thousands and thousands of plastic bags. I don't know what they'll do with all that stuff. Meanwhile, there are still people trying to use the beach. They don't see the sign that says: ""Stay out of the water."" Their kids are in the water; they're getting tar all over their clothes and their sandals\u2014 It's a mess. If you go to where the oil has been for a while, it's an even bigger mess. And there's basically nobody there anymore, a few people trying to keep using it.You see people who are really shell-shocked. They are very hardworking people. All they know about life is they get up in the morning, and if their engine starts, they go to work. They always felt that they could rely on the assurances that nature brought them through the ecosystem of the Gulf. They're finding that their world is really collapsing. And so you can see, literally, signs of their shock ... signs of their outrage ... signs of their anger ... and signs of their grief. These are the things that you can see.There's a lot you can't see, also, underwater. What's going on underwater? Well, some people say there are oil plumes. Some people say there are not oil plumes. And Congressman Markey asks, you know, ""Is it going to take a submarine ride to see if there are really oil plumes?"" But I couldn't take a submarine ride \u2014 especially between the time I knew I was coming here and today \u2014 so I had to do a little experiment myself to see if there was oil in the Gulf of Mexico. So this is the Gulf of Mexico ... sparkling place full of fish. And I created a little oil spill in the Gulf of Mexico. And I learned, in fact, I confirmed the hypothesis that oil and water don't mix ... until you add a dispersant ... and then ... they start mixing. And you add a little energy from the wind and the waves, and you get a big mess, a big mess that you can't possibly clean, you can't touch, you can't extract and, I think most importantly \u2014 this is what I think \u2014 you can't see it. I think it's being hidden on purpose. Now this is such a catastrophe and such a mess that lots of stuff is leaking out on the edges of the information stream. But as many people have said, there's a large attempt to suppress what's going on. Personally, I think that the dispersants are a major strategy to hide the body, because we put the murderer in charge of the crime scene. But you can see it. You can see where the oil is concentrated at the surface, and then it is attacked, because they don't want the evidence, in my opinion.OK. We heard that bacteria eat oil? So do sea turtles. When it breaks up, it has a long way to go before it gets down to bacteria. Turtles eat it. It gets in the gills of fish. These guys have to swim around through it. I heard the most incredible story today when I was on the train coming here. A writer named Ted Williams called me, and he was asking me a couple of questions about what I saw, because he's writing an article for Audubon magazine. He said that he had been in the Gulf a little while ago; like about a week ago, and a guy who had been a recreational fishing guide took him out to show him what's going on. That guide's entire calendar year is canceled bookings. He has no bookings left. Everybody wanted their deposit back, everybody is fleeing. That's the story of thousands of people. But he told Ted that on the last day he went out, a bottlenose dolphin suddenly appeared next to the boat, and it was splattering oil out its blowhole. And he moved away because it was his last fishing trip, and he knew that the dolphins scare fish. So he moved away from it, turned around a few minutes later, it was right next to the side of the boat again. He said that in 30 years of fishing he had never seen a dolphin do that. And he felt that \u2014(Sigh)he felt that it was coming to ask for help. Sorry.Now, in the Exxon Valdez spill, about 30 percent of the killer whales died in the first few months. Their numbers have never recovered. So the recovery rate of all this stuff is going to be variable. It's going to take longer for some things. And some things, I think, will probably come back a little faster. The other thing about the Gulf that is important is that there are a lot of animals that concentrate in the Gulf at certain parts of the year. So the Gulf is a really important piece of water \u2014 more important than a similar volume of water in the open Atlantic Ocean. These tuna swim the entire ocean. They get in the Gulf Stream, they go all the way to Europe. When it comes time to spawn, they come inside, and these two tuna that were tagged, you can see them on the spawning grounds very much right in the area of the slick. They're probably having, at the very least, a catastrophic spawning season this year. I'm hoping that maybe the adults are avoiding that dirty water. They don't usually like to go into water that is very cloudy anyway. But these are really high-performance athletic animals. I don't know what this kind of stuff will do in their gills. I don't know if it'll affect the adults. If it's not, it's certainly affecting their eggs and larvae, I would certainly think. But if you look at that graph that goes down and down and down, that's what we've done to this species through overfishing over many decades.So while the oil spill, the leak, the eruption, is a catastrophe, I think it's important to keep in mind that we've done a lot to affect what's in the ocean, for a very long time. It's not like we're starting with something that's been OK. We're starting with something that's had a lot of stresses and a lot of problems to begin with. If you look around at the birds, there are a lot of birds in the Gulf that concentrate in the Gulf at certain times of the year, but then leave. And they populate much larger areas. For instance, most of the birds in this picture are migratory birds. They were all on the Gulf in May, while oil was starting to come ashore in certain places. Down on the lower left there are ruddy turnstones and sanderlings. They breed in the High Arctic, and they winter down in southern South America. But they concentrate in the Gulf and then fan out all across the Arctic. I saw birds that breed in Greenland, in the Gulf. So this is a hemispheric issue. The economic effects go at least nationally in many ways. The biological effects are certainly hemispheric.I think that this is one of the most absolutely mind-boggling examples of total unpreparedness that I can even think of. Even when the Japanese bombed Pearl Harbor, at least they shot back. And we just seem to be unable to figure out what to do. There was nothing ready, and, you know, as we can see by what they're doing. Mainly what they're doing is booms and dispersants. The booms are absolutely not made for open water. They don't even attempt to corral the oil where it is most concentrated. They get near shore \u2014 Look at these two boats. That one on the right is called Fishing Fool. And I think, you know, that's a great name for boats that think that they're going to do anything to make a dent in this, by dragging a boom between them when there are literally hundreds of thousands of square miles in the Gulf right now with oil at the surface.The dispersants make the oil go right under the booms. The booms are only about 13 inches in diameter. So it's just absolutely crazy. Here are shrimp boats employed. There are hundreds of shrimp boats employed to drag booms instead of nets. Here they are working. You can see easily that all the oily water just goes over the back of the boom. All they're doing is stirring it. It's just ridiculous. Also, for all the shoreline that has booms \u2014 hundreds and hundreds of miles of shoreline \u2014 all of the shoreline that has booms, there's adjacent shoreline that doesn't have any booms. There is ample opportunity for oil and dirty water to get in behind them.And that lower photo, that's a bird colony that has been boomed. Everybody's trying to protect the bird colonies there. Well, as an ornithologist, I can tell you that birds fly, and that \u2014(Laughter)and that booming a bird colony doesn't do it; it doesn't do it. These birds make a living by diving into the water. In fact ... really what I think they should do, if anything \u2014 they're trying so hard to protect those nests \u2014 actually, if they destroyed every single nest, some of the birds would leave, and that would be better for them this year. As far as cleaning them ... I don't mean to cast any aspersion on people cleaning birds. It's really, really important that we express our compassion. I think that's the most important thing that people have, is compassion. It's really important to get those images and to show it. But really, where are those birds going to get released to? It's like taking somebody out of a burning building, treating them for smoke inhalation and sending them back into the building, because the oil is still gushing.I refuse to acknowledge this as anything like an accident. I think that this is the result of gross negligence.(Applause)Not just BP. BP operated very sloppily and very recklessly because they could. And they were allowed to do so because of the absolute failure of oversight of the government that is supposed to be our government, protecting us. It turns out that \u2014 you see this sign on every commercial vessel in the United States \u2014 you know, if you spilled a couple of gallons of oil, you would be in big trouble. And you have to really wonder who are the laws made for, and who has gotten above the laws. And there are things that we can do in the future. We could have the kinds of equipment that we would really need. It would not take an awful lot to anticipate that after making 30,000 holes in the sea floor of the Gulf of Mexico looking for oil, oil might start coming out of one of them. And you'd have some idea of what to do. That's certainly one of the things we need to do.But I think we have to understand where this leak really started from. It really started from the destruction of the idea that the government is there because it's our government, meant to protect the larger public interest. So I think that the oil blowout, the bank bailout, the mortgage crisis and all these things are absolutely symptoms of the same cause. We still seem to understand that at least, we need the police to protect us from a few bad people. And even though the police can be a little annoying at times \u2014 giving us tickets and stuff like that \u2014 nobody says that we should just get rid of them. But in the entire rest of government right now and for the last at least 30 years, there has been a culture of deregulation that is caused directly by the people who we need to be protected from, buying the government out from under us.(Applause)Now this has been a problem for a very, very long time. You can see that corporations were illegal at the founding of America, and even Thomas Jefferson complained that they were already bidding defiance to the laws of our country. OK, people who say they're conservative, if they really wanted to be really conservative and patriotic, they would tell these corporations to go to hell. That's what it would really mean to be conservative. So what we really need to do is regain the idea that it's our government safeguarding our interests, and regain a sense of unity and common cause in our country that really has been lost. I think there are signs of hope.We seem to be waking up a little bit. The Glass-Steagall Act \u2014 which was really to protect us from the kind of thing that caused the recession to happen, and the bank meltdown and all that stuff that required the bailouts \u2014 that was put in effect in 1933, was systematically destroyed. Now there's a mood to put some of that stuff back in place, but the lobbyists are already there trying to weaken the regulations after the legislation has just passed. So it's a continued fight. It's a historic moment right now. We're either going to have an absolutely unmitigated catastrophe of this oil leak in the Gulf, or we will make the moment we need out of this, as many people have noted today. There's certainly a common theme about needing to make the moment out of this.We've been through this before with other ways of offshore drilling. The first offshore wells were called whales. The first offshore drills were called harpoons. We emptied the ocean of the whales at that time. Now are we stuck with this? Ever since we lived in caves, every time we wanted any energy, we lit something on fire, and that is still what we're doing. We're still lighting something on fire every time we want energy.And people say we can't have clean energy because it's too expensive. Who says it's too expensive? People who sell us fossil fuels. We've been here before with energy, and people saying the economy cannot withstand a switch, because the cheapest energy was slavery. Energy is always a moral issue. It's an issue that is moral right now. It's a matter of right and wrong.Thank you very much.(Applause)" +2178534,51,"Alzheimer's doesn't have to be your brain's destiny, says neuroscientist and author of ""Still Alice,"" Lisa Genova. She shares the latest science investigating the disease -- and some promising research on what each of us can do to build an Alzheimer's-resistant brain.",836,TED2017,1492992000,24,Lisa Genova,Lisa Genova: What you can do to prevent Alzheimer's,1,1493399257,"[{'id': 7, 'name': 'Funny', 'count': 77}, {'id': 8, 'name': 'Informative', 'count': 1067}, {'id': 24, 'name': 'Persuasive', 'count': 299}, {'id': 10, 'name': 'Inspiring', 'count': 504}, {'id': 22, 'name': 'Fascinating', 'count': 431}, {'id': 1, 'name': 'Beautiful', 'count': 139}, {'id': 3, 'name': 'Courageous', 'count': 59}, {'id': 25, 'name': 'OK', 'count': 31}, {'id': 23, 'name': 'Jaw-dropping', 'count': 61}, {'id': 9, 'name': 'Ingenious', 'count': 53}, {'id': 21, 'name': 'Unconvincing', 'count': 22}, {'id': 2, 'name': 'Confusing', 'count': 3}, {'id': 11, 'name': 'Longwinded', 'count': 8}, {'id': 26, 'name': 'Obnoxious', 'count': 5}]","[{'id': 1498, 'hero': 'https://pe.tedcdn.com/images/ted/7c8561015312ec4ba79c40a70b487512afb738c3_800x600.jpg', 'speaker': 'Alanna Shaikh', 'title': ""How I'm preparing to get Alzheimer's"", 'duration': 386, 'slug': 'alanna_shaikh_how_i_m_preparing_to_get_alzheimer_s', 'viewed_count': 1280492}, {'id': 2340, 'hero': 'https://pe.tedcdn.com/images/ted/621f9027fc1cc0c16483d6cb752bc2d9ed9b81a3_2880x1620.jpg', 'speaker': 'Samuel Cohen', 'title': ""Alzheimer's is not normal aging \u2014 and we can cure it"", 'duration': 473, 'slug': 'samuel_cohen_alzheimer_s_is_not_normal_aging_and_we_can_cure_it', 'viewed_count': 1506716}, {'id': 2663, 'hero': 'https://pe.tedcdn.com/images/ted/fb2f9348098ef1726ee090f63612c0f729ffa2a4_2880x1620.jpg', 'speaker': 'Alejandro S\xe1nchez Alvarado', 'title': 'To solve old problems, study new species', 'duration': 759, 'slug': 'alejandro_sanchez_alvarado_to_solve_old_problems_study_new_species', 'viewed_count': 1059214}, {'id': 1717, 'hero': 'https://pe.tedcdn.com/images/ted/a94a473fdf524014a80d4bb19a4b159543679fa4_1600x1200.jpg', 'speaker': 'Andres Lozano', 'title': ""Parkinson's, depression and the switch that might turn them off"", 'duration': 934, 'slug': 'andres_lozano_parkinson_s_depression_and_the_switch_that_might_turn_them_off', 'viewed_count': 1303183}, {'id': 2315, 'hero': 'https://pe.tedcdn.com/images/ted/7218c06bc138047a2e771b0d9d21ef6b9d2b1ec8_2880x1620.jpg', 'speaker': 'Tony Wyss-Coray', 'title': 'How young blood might help reverse aging. Yes, really', 'duration': 815, 'slug': 'tony_wyss_coray_how_young_blood_might_help_reverse_aging_yes_really', 'viewed_count': 1488903}, {'id': 2103, 'hero': 'https://pe.tedcdn.com/images/ted/1cbfdce0ca5068cf453cb0747ea49d669d84dd62_2880x1620.jpg', 'speaker': 'Jeff Iliff', 'title': ""One more reason to get a good night's sleep"", 'duration': 701, 'slug': 'jeff_iliff_one_more_reason_to_get_a_good_night_s_sleep', 'viewed_count': 3705671}]","Neuroscientist, novelist","[""Alzheimer's"", 'aging', 'biomechanics', 'disease', 'future', 'genetics', 'health', 'medical research', 'mental health', 'mind', 'neuroscience', 'science']",What you can do to prevent Alzheimer's,"https://www.ted.com/talks/lisa_genova_what_you_can_do_to_prevent_alzheimer_s +","How many people here would like to live to be at least 80 years old? Yeah. I think we all have this hopeful expectation of living into old age. Let's project out into the future, to your future ""you's,"" and let's imagine that we're all 85. Now, everyone look at two people. One of you probably has Alzheimer's disease.(Laughter)Alright, alright. And maybe you're thinking, ""Well, it won't be me."" Then, OK. You are a caregiver. So \u2014(Laughter)so in some way, this terrifying disease is likely to affect us all.Part of the fear around Alzheimer's stems from the sense that there's nothing we can do about it. Despite decades of research, we still have no disease-modifying treatment and no cure. So if we're lucky enough to live long enough, Alzheimer's appears to be our brain's destiny.But maybe it doesn't have to be. What if I told you we could change these statistics, literally change our brain's destiny, without relying on a cure or advancements in medicine?Let's begin by looking at what we currently understand about the neuroscience of Alzheimer's. Here's a picture of two neurons connecting. The point of connection, this space circled in red, is called the synapse. The synapse is where neurotransmitters are released. This is where signals are transmitted, where communication happens. This is where we think, feel, see, hear, desire ... and remember. And the synapse is where Alzheimer's happens.Let's zoom in on the synapse and look at a cartoon representation of what's going on. During the business of communicating information, in addition to releasing neurotransmitters like glutamate into the synapse, neurons also release a small peptide called amyloid beta. Normally, amyloid beta is cleared away metabolized by microglia, the janitor cells of our brains. While the molecular causes of Alzheimer's are still debated, most neuroscientists believe that the disease begins when amyloid beta begins to accumulate. Too much is released, or not enough is cleared away, and the synapse begins to pile up with amyloid beta. And when this happens, it binds to itself, forming sticky aggregates called amyloid plaques.How many people here are 40 years old or older? You're afraid to admit it now. This initial step into the disease, this presence of amyloid plaques accumulating, can already be found in your brains. The only way we could be sure of this would be through a PET scan, because at this point, you are blissfully unaware. You're not showing any impairments in memory, language, or cognition ... yet. We think it takes at least 15 to 20 years of amyloid plaque accumulation before it reaches a tipping point, then triggering a molecular cascade that causes the clinical symptoms of the disease. Prior to the tipping point, your lapses in memory might include things like, ""Why did I come in this room?"" or ""Oh ... what's his name?"" or ""Where did I put my keys?""Now, before you all start freaking out again, because I know half of you did at least one of those in the last 24 hours \u2014 these are all normal kinds of forgetting. In fact, I would argue that these examples might not even involve your memory, because you didn't pay attention to where you put your keys in the first place. After the tipping point, the glitches in memory, language and cognition are different. Instead of eventually finding your keys in your coat pocket or on the table by the door, you find them in the refrigerator, or you find them and you think, ""What are these for?""So what happens when amyloid plaques accumulate to this tipping point? Our microglia janitor cells become hyper-activated, releasing chemicals that cause inflammation and cellular damage. We think they might actually start clearing away the synapses themselves. A crucial neural transport protein called ""tau"" becomes hyperphosphorylated and twists itself into something called ""tangles,"" which choke off the neurons from the inside. By mid-stage Alzheimer's, we have massive inflammation and tangles and all-out war at the synapse and cell death.So if you were a scientist trying to cure this disease, at what point would you ideally want to intervene? Many scientists are betting big on the simplest solution: keep amyloid plaques from reaching that tipping point, which means that drug discovery is largely focused on developing a compound that will prevent, eliminate, or reduce amyloid plaque accumulation. So the cure for Alzheimer's will likely be a preventative medicine. We're going to have to take this pill before we reach that tipping point, before the cascade is triggered, before we start leaving our keys in the refrigerator. We think this is why, to date, these kinds of drugs have failed in clinical trials \u2014 not because the science wasn't sound, but because the people in these trials were already symptomatic. It was too late. Think of amyloid plaques as a lit match. At the tipping point, the match sets fire to the forest. Once the forest is ablaze, it doesn't do any good to blow out the match. You have to blow out the match before the forest catches fire.Even before scientists sort this out, this information is actually really good news for us, because it turns out that the way we live can influence the accumulation of amyloid plaques. And so there are things we can do to keep us from reaching that tipping point.Let's picture your risk of Alzheimer's as a see-saw scale. We're going to pile risk factors on one arm, and when that arm hits the floor, you are symptomatic and diagnosed with Alzheimer's. Let's imagine you're 50 years old. You're not a spring chicken anymore, so you've accumulated some amyloid plaques with age. Your scale is tipped a little bit.Now let's look at your DNA. We've all inherited our genes from our moms and our dads. Some of these genes will increase our risk and some will decrease it. If you're like Alice in ""Still Alice,"" you've inherited a rare genetic mutation that cranks out amyloid beta, and this alone will tip your scale arm to the ground. But for most of us, the genes we inherit will only tip the arm a bit. For example, APOE4 is a gene variant that increases amyloid, but you can inherit a copy of APOE4 from mom and dad and still never get Alzheimer's, which means that for most of us, our DNA alone does not determine whether we get Alzheimer's. So what does? We can't do anything about getting older or the genes we've inherited. So far, we haven't changed our brain's destiny.What about sleep? In slow-wave deep sleep, our glial cells rinse cerebral spinal fluid throughout our brains, clearing away metabolic waste that accumulated in our synapses while we were awake. Deep sleep is like a power cleanse for the brain. But what happens if you shortchange yourself on sleep? Many scientists believe that poor sleep hygiene might actually be a predictor of Alzheimer's. A single night of sleep deprivation leads to an increase in amyloid beta. And amyloid accumulation has been shown to disrupt sleep, which in turn causes more amyloid to accumulate. And so now we have this positive feedback loop that's going to accelerate the tipping of that scale.What else? Cardiovascular health. High blood pressure, diabetes, obesity, smoking, high cholesterol, have all been shown to increase our risk of developing Alzheimer's. Some autopsy studies have shown that as many as 80 percent of people with Alzheimer's also had cardiovascular disease. Aerobic exercise has been shown in many studies to decrease amyloid beta in animal models of the disease. So a heart-healthy Mediterranean lifestyle and diet can help to counter the tipping of this scale.So there are many things we can do to prevent or delay the onset of Alzheimer's. But let's say you haven't done any of them. Let's say you're 65; there's Alzheimer's in your family, so you've likely inherited a gene or two that tips your scale arm a bit; you've been burning the candle at both ends for years; you love bacon; and you don't run unless someone's chasing you.(Laughter)Let's imagine that your amyloid plaques have reached that tipping point. Your scale arm has crashed to the floor. You've tripped the cascade, setting fire to the forest, causing inflammation, tangles, and cell death. You should be symptomatic for Alzheimer's. You should be having trouble finding words and keys and remembering what I said at the beginning of this talk. But you might not be.There's one more thing you can do to protect yourself from experiencing the symptoms of Alzheimer's, even if you have the full-blown disease pathology ablaze in your brain. It has to do with neural plasticity and cognitive reserve. Remember, the experience of having Alzheimer's is ultimately a result of losing synapses. The average brain has over a hundred trillion synapses, which is fantastic; we've got a lot to work with. And this isn't a static number. We gain and lose synapses all the time, through a process called neural plasticity. Every time we learn something new, we are creating and strengthening new neural connections, new synapses.In the Nun Study, 678 nuns, all over the age of 75 when the study began, were followed for more than two decades. They were regularly given physical checkups and cognitive tests, and when they died, their brains were all donated for autopsy. In some of these brains, scientists discovered something surprising. Despite the presence of plaques and tangles and brain shrinkage \u2014 what appeared to be unquestionable Alzheimer's \u2014 the nuns who had belonged to these brains showed no signs of having the disease while they were alive.How can this be? We think it's because these nuns had a high level of cognitive reserve, which is a way of saying that they had more functional synapses. People who have more years of formal education, who have a high degree of literacy, who engage regularly in mentally stimulating activities, all have more cognitive reserve. They have an abundance and a redundancy in neural connections. So even if they have a disease like Alzheimer's compromising some of their synapses, they've got many extra backup connections, and this buffers them from noticing that anything is amiss.Let's imagine a simplified example. Let's say you only know one thing about a subject. Let's say it's about me. You know that Lisa Genova wrote ""Still Alice,"" and that's the only thing you know about me. You have that single neural connection, that one synapse. Now imagine you have Alzheimer's. You have plaques and tangles and inflammation and microglia devouring that synapse. Now when someone asks you, ""Hey, who wrote 'Still Alice?'"" you can't remember, because that synapse is either failing or gone. You've forgotten me forever.But what if you had learned more about me? Let's say you learned four things about me. Now imagine you have Alzheimer's, and three of those synapses are damaged or destroyed. You still have a way to detour the wreckage. You can still remember my name. So we can be resilient to the presence of Alzheimer's pathology through the recruitment of yet-undamaged pathways. And we create these pathways, this cognitive reserve, by learning new things. Ideally, we want these new things to be as rich in meaning as possible, recruiting sight and sound and associations and emotion.So this really doesn't mean doing crossword puzzles. You don't want to simply retrieve information you've already learned, because this is like traveling down old, familiar streets, cruising neighborhoods you already know. You want to pave new neural roads. Building an Alzheimer's-resistant brain means learning to speak Italian, meeting new friends, reading a book, or listening to a great TED Talk.And if, despite all of this, you are someday diagnosed with Alzheimer's, there are three lessons I've learned from my grandmother and the dozens of people I've come to know living with this disease. Diagnosis doesn't mean you're dying tomorrow. Keep living. You won't lose your emotional memory. You'll still be able to understand love and joy. You might not remember what I said five minutes ago, but you'll remember how I made you feel. And you are more than what you can remember.Thank you.(Applause)" +2133100,157,"Sheryl Sandberg admits she was terrified to step onto the TED stage in 2010 -- because she was going to talk, for the first time, about the lonely experience of being a woman in the top tiers of business. Millions of views (and a best-selling book) later, the Facebook COO talks with the woman who pushed her to give that first talk, Pat Mitchell. Sandberg opens up about the reaction to her idea, and explores the ways that women still struggle with success.",1016,TEDWomen 2013,1386201600,29,Sheryl Sandberg,Sheryl Sandberg: So we leaned in ... now what?,1,1389801677,"[{'id': 10, 'name': 'Inspiring', 'count': 453}, {'id': 3, 'name': 'Courageous', 'count': 179}, {'id': 21, 'name': 'Unconvincing', 'count': 34}, {'id': 26, 'name': 'Obnoxious', 'count': 23}, {'id': 24, 'name': 'Persuasive', 'count': 124}, {'id': 8, 'name': 'Informative', 'count': 92}, {'id': 1, 'name': 'Beautiful', 'count': 31}, {'id': 11, 'name': 'Longwinded', 'count': 22}, {'id': 7, 'name': 'Funny', 'count': 15}, {'id': 25, 'name': 'OK', 'count': 30}, {'id': 22, 'name': 'Fascinating', 'count': 38}, {'id': 2, 'name': 'Confusing', 'count': 8}, {'id': 9, 'name': 'Ingenious', 'count': 12}, {'id': 23, 'name': 'Jaw-dropping', 'count': 12}]","[{'id': 1040, 'hero': 'https://pe.tedcdn.com/images/ted/ba6d4cdee53ae12d2db55a733409fac7e92c022c_2880x1620.jpg', 'speaker': 'Sheryl Sandberg', 'title': 'Why we have too few women leaders', 'duration': 898, 'slug': 'sheryl_sandberg_why_we_have_too_few_women_leaders', 'viewed_count': 7431342}, {'id': 1672, 'hero': 'https://pe.tedcdn.com/images/ted/9c94a970f918c9cc47e7428d086ff28f87fd4252_1600x1200.jpg', 'speaker': 'Kakenya Ntaiya', 'title': 'A girl who demanded school', 'duration': 916, 'slug': 'kakenya_ntaiya_a_girl_who_demanded_school', 'viewed_count': 2460138}, {'id': 1030, 'hero': 'https://pe.tedcdn.com/images/ted/ef8e06668ca37fa0fe48c9cd01daa43185e20b28_800x600.jpg', 'speaker': 'Halla T\xf3masd\xf3ttir', 'title': ""A feminine response to Iceland's financial crash"", 'duration': 585, 'slug': 'halla_tomasdottir', 'viewed_count': 588699}, {'id': 1078, 'hero': 'https://pe.tedcdn.com/images/ted/ac8fa5ee87d77ec4e2a7706d31e5a9c6b0a9077c_800x600.jpg', 'speaker': 'Madeleine Albright', 'title': 'On being a woman and a diplomat', 'duration': 779, 'slug': 'madeleine_albright_on_being_a_woman_and_a_diplomat', 'viewed_count': 729876}, {'id': 2327, 'hero': 'https://pe.tedcdn.com/images/ted/732cabad586eff7d800fc211e97ce16bee3d7fa8_2880x1620.jpg', 'speaker': 'Billie Jean King', 'title': 'This tennis icon paved the way for women in sports', 'duration': 965, 'slug': 'billie_jean_king_this_tennis_icon_paved_the_way_for_women_in_sports', 'viewed_count': 947523}, {'id': 1191, 'hero': 'https://pe.tedcdn.com/images/ted/061531018e22bc0abb121fdf47a980a7a22cde42_800x600.jpg', 'speaker': 'Nadia Al-Sakkaf', 'title': 'See Yemen through my eyes', 'duration': 818, 'slug': 'nadia_al_sakkaf_see_yemen_through_my_eyes', 'viewed_count': 498414}]","COO, Facebook","['Gender equality', 'feminism', 'leadership', 'women', 'women in business', 'work']",So we leaned in ... now what?,"https://www.ted.com/talks/sheryl_sandberg_so_we_leaned_in_now_what +","Pat Mitchell: Your first time back on the TEDWomen stage.Sheryl Sandberg: First time back. Nice to see everyone. It's always so nice to look out and see so many women. It's so not my regular experience, as I know anyone else's.PM: So when we first started talking about, maybe the subject wouldn't be social media, which we assumed it would be, but that you had very much on your mind the missing leadership positions, particularly in the sector of technology and social media. But how did that evolve for you as a thought, and end up being the TED Talk that you gave?SS: So I was really scared to get on this stage and talk about women, because I grew up in the business world, as I think so many of us did. You never talk about being a woman, because someone might notice that you're a woman, right? They might notice. Or worse, if you say ""woman,"" people on the other end of the table think you're asking for special treatment, or complaining. Or worse, about to sue them. And so I went through \u2014 (Laughter) Right? I went through my entire business career, and never spoke about being a woman, never spoke about it publicly. But I also had noticed that it wasn't working.I came out of college over 20 years ago, and I thought that all of my peers were men and women, all the people above me were all men, but that would change, because your generation had done such an amazing job fighting for equality, equality was now ours for the taking. And it wasn't. Because year after year, I was one of fewer and fewer, and now, often the only woman in a room. And I talked to a bunch of people about, should I give a speech at TEDWomen about women, and they said, oh no, no. It will end your business career. You cannot be a serious business executive and speak about being a woman. You'll never be taken seriously again.But fortunately, there were the few, the proud \u2014 like you \u2014 who told me I should give the speech, and I asked myself the question Mark Zuckerberg might \u2014 the founder of Facebook and my boss \u2014 asks all of us, which is, what would I do if I wasn't afraid? And the answer to what would I do if I wasn't afraid is I would get on the TED stage, and talk about women, and leadership. And I did, and survived. (Applause)PM: I would say, not only survived. I'm thinking of that moment, Sheryl, when you and I were standing backstage together, and you turned to me, and you told me a story. And I said \u2014 very last minute \u2014 you know, you really should share that story.SS: Oh, yeah. PM: What was that story?SS: Well, it's an important part of the journey. So I had \u2014 TEDWomen \u2014 the original one was in D.C. \u2014 so I live here, so I had gotten on a plane the day before, and my daughter was three, she was clinging to my leg: ""Mommy, don't go."" And Pat's a friend, and so, not related to the speech I was planning on giving, which was chock full of facts and figures, and nothing personal, I told Pat the story. I said, well, I'm having a hard day. Yesterday my daughter was clinging to my leg, and ""Don't go.""And you looked at me and said, you have to tell that story. I said, on the TED stage? Are you kidding? I'm going to get on a stage and admit my daughter was clinging to my leg? And you said yes, because if you want to talk about getting more women into leadership roles, you have to be honest about how hard it is. And I did. And I think that's a really important part of the journey.The same thing happened when I wrote my book. I started writing the book. I wrote a first chapter, I thought it was fabulous. It was chock-full of data and figures, I had three pages on matrilineal Maasai tribes, and their sociological patterns. My husband read it and he was like, this is like eating your Wheaties. (Laughter) No one \u2014 and I apologize to Wheaties if there's someone \u2014 no one, no one will read this book. And I realized through the process that I had to be more honest and more open, and I had to tell my stories. My stories of still not feeling as self-confident as I should, in many situations. My first and failed marriage. Crying at work. Felling like I didn't belong there, feeling guilty to this day. And part of my journey, starting on this stage, going to ""Lean In,"" going to the foundation, is all about being more open and honest about those challenges, so that other women can be more open and honest, and all of us can work together towards real equality.PM: I think that one of the most striking parts about the book, and in my opinion, one of the reasons it's hit such a nerve and is resonating around the world, is that you are personal in the book, and that you do make it clear that, while you've observed some things that are very important for other women to know, that you've had the same challenges that many others of us have, as you faced the hurdles and the barriers and possibly the people who don't believe the same. So talk about that process: deciding you'd go public with the private part, and then you would also put yourself in the position of something of an expert on how to resolve those challenges.SS: After I did the TED Talk, what happened was \u2014 you know, I never really expected to write a book, I'm not an author, I'm not a writer, and it was viewed a lot, and it really started impacting people's lives. I got this great \u2014- one of the first letters I got was from a woman who said that she was offered a really big promotion at work, and she turned it down, and she told her best friend she turned it down, and her best friend said, you really need to watch this TED Talk. And so she watched this TED Talk, and she went back the next day, she took the job, she went home, and she handed her husband the grocery list. (Laughter) And she said, I can do this.And what really mattered to me \u2014 it wasn't only women in the corporate world, even though I did hear from a lot of them, and it did impact a lot of them, it was also people of all different circumstances. There was a doctor I met who was an attending physician at Johns Hopkins, and he said that until he saw my TED Talk, it never really occurred to him that even though half the students in his med school classes were women, they weren't speaking as much as the men as he did his rounds. So he started paying attention, and as he waited for raised hands, he realized the men's hands were up. So he started encouraging the women to raise their hands more, and it still didn't work. So he told everyone, no more hand raising, I'm cold-calling. So he could call evenly on men and women. And what he proved to himself was that the women knew the answers just as well or better, and he was able to go back to them and tell them that. And then there was the woman, stay-at-home mom, lives in a really difficult neighborhood, with not a great school, she said that TED Talk \u2014 she's never had a corporate job, but that TED Talk inspired her to go to her school and fight for a better teacher for her child. And I guess it was part of was finding my own voice. And I realized that other women and men could find their voice through it, which is why I went from the talk to the book.PM: And in the book, you not only found your voice, which is clear and strong in the book, but you also share what you've learned \u2014 the experiences of other people in the lessons. And that's what I'm thinking about in terms of putting yourself in a \u2014 you became a sort of expert in how you lean in. So what did that feel like, and become like in your life? To launch not just a book, not just a best-selling, best-viewed talk, but a movement, where people began to literally describe their actions at work as, I'm leaning in.SS: I mean, I'm grateful, I'm honored, I'm happy, and it's the very beginning. So I don't know if I'm an expert, or if anyone is an expert. I certainly have done a lot of research. I have read every study, I have pored over the materials, and the lessons are very clear. Because here's what we know: What we know is that stereotypes are holding women back from leadership roles all over the world. It's so striking. ""Lean In"" is very global, I've been all over the world, talking about it, and \u2014 cultures are so different. Even within our own country, to Japan, to Korea, to China, to Asia, Europe, they're so different. Except for one thing: gender. All over the world, no matter what our cultures are, we think men should be strong, assertive, aggressive, have voice; we think women should speak when spoken to, help others.Now we have, all over the world, women are called ""bossy."" There is a word for ""bossy,"" for little girls, in every language there's one. It's a word that's pretty much not used for little boys, because if a little boy leads, there's no negative word for it, it's expected. But if a little girl leads, she's bossy.Now I know there aren't a lot of men here, but bear with me. If you're a man, you'll have to represent your gender. Please raise your hand if you've been told you're too aggressive at work. (Laughter) There's always a few, it runs about five percent. Okay, get ready, gentlemen. If you're a woman, please raise your hand if you've ever been told you're too aggressive at work. (Laughter) That is what audiences have said in every country in the world, and it's deeply supported by the data.Now, do we think women are more aggressive than men? Of course not. It's just that we judge them through a different lens, and a lot of the character traits that you must exhibit to perform at work, to get results, to lead, are ones that we think, in a man, he's a boss, and in a woman, she's bossy. And the good news about this is that we can change this by acknowledging it.One of the happiest moments I had in this whole journey is, after the book came out, I stood on a stage with John Chambers, the CEO of Cisco. He read the book. He stood on a stage with me, he invited me in front of his whole management team, men and women, and he said, I thought we were good at this. I thought I was good at this. And then I read this book, and I realized that we \u2014 my company \u2014 we have called all of our senior women too aggressive, and I'm standing on this stage, and I'm sorry. And I want you to know we're never going to do it again.PM: Can we send that to a lot of other people that we know? (Applause)SS: And so John is doing that because he believes it's good for his company, and so this kind of acknowledgement of these biases can change it. And so next time you all see someone call a little girl ""bossy,"" you walk right up to that person, big smile, and you say, ""That little girl's not bossy. That little girl has executive leadership skills."" (Laughter)PM: I know that's what you're telling your daughter. SS: Absolutely.PM: And you did focus in the book \u2014 and the reason, as you said, in writing it, was to create a dialogue about this. I mean, let's just put it out there, face the fact that women are \u2014 in a time when we have more open doors, and more opportunities \u2014 are still not getting to the leadership positions. So in the months that have come since the book, in which ""Lean In"" focused on that and said, here are some of the challenges that remain, and many of them we have to own within ourselves and look at ourselves. What has changed? Have you seen changes?SS: Well, there's certainly more dialogue, which is great. But what really matters to me, and I think all of us, is action. So everywhere I go, CEOs, they're mostly men, say to me, you're costing me so much money because all the women want to be paid as much as the men. And to them I say, I'm not sorry at all. (Laughter) At all. I mean, the women should be paid as much as the men.Everywhere I go, women tell me they ask for raises. Everywhere I go, women say they're getting better relationships with their spouses, asking for more help at home, asking for the promotions they should be getting at work, and importantly, believing it themselves. Even little things. One of the governors of one of the states told me that he didn't realize that more women were, in fact, literally sitting on the side of the room, which they are, and now he made a rule that all the women on his staff need to sit at the table.The foundation I started along with the book ""Lean In"" helps women, or men, start circles \u2014 small groups, it can be 10, it can be however many you want, which meet once a month. I would have hoped that by now, we'd have about 500 circles. That would've been great. You know, 500 times roughly 10. There are over 12,000 circles in 50 countries in the world.PM: Wow, that's amazing.SS: And these are people who are meeting every single month. I met one of them, I was in Beijing. A group of women, they're all about 29 or 30, they started the first Lean In circle in Beijing, several of them grew up in very poor, rural China. These women are 29, they are told by their society that they are ""left over,"" because they are not yet married, and the process of coming together once a month at a meeting is helping them define who they are for themselves. What they want in their careers. The kind of partners they want, if at all. I looked at them, we went around and introduced ourselves, and they all said their names and where they're from, and I said, I'm Sheryl Sandberg, and this was my dream. And I kind of just started crying. Right, which, I admit, I do. Right? I've talked about it before. But the fact that a woman so far away out in the world, who grew up in a rural village, who's being told to marry someone she doesn't want to marry, can now go meet once a month with a group of people and refuse that, and find life on her own terms. That's the kind of change we have to hope for.PM: Have you been surprised by the global nature of the message? Because I think when the book first came out, many people thought, well, this is a really important handbook for young women on their way up. They need to look at this, anticipate the barriers, and recognize them, put them out in the open, have the dialogue about it, but that it's really for women who are that. Doing that. Pursuing the corporate world. And yet the book is being read, as you say, in rural and developing countries. What part of that has surprised you, and perhaps led to a new perspective on your part?SS: The book is about self-confidence, and about equality. And it turns out, everywhere in the world, women need more self-confidence, because the world tells us we're not equal to men. Everywhere in the world, we live in a world where the men get ""and,"" and women get ""or."" I've never met a man who's been asked how he does it all. (Laughter)Again, I'm going to turn to the men in the audience: Please raise your hand if you've been asked, how do you do it all? (Laughter) Men only. Women, women. Please raise your hand if you've been asked how you do it all? We assume men can do it all, slash \u2014 have jobs and children. We assume women can't, and that's ridiculous, because the great majority of women everywhere in the world, including the United States, work full time and have children.And I think people don't fully understand how broad the message is. There is a circle that's been started for rescued sex workers in Miami. They're using ""Lean In"" to help people make the transition back to what would be a fair life, really rescuing them from their pimps, and using it. There are dress-for-success groups in Texas which are using the book, for women who have never been to college. And we know there are groups all the way to Ethiopia. And so these messages of equality \u2014 of how women are told they can't have what men can have \u2014 how we assume that leadership is for men, how we assume that voice is for men, these affect all of us, and I think they are very universal. And it's part of what TEDWomen does. It unites all of us in a cause we have to believe in, which is more women, more voice, more equality.PM: If you were invited now to make another TEDWomen talk, what would you say that is a result of this experience, for you personally, and what you've learned about women, and men, as you've made this journey?SS: I think I would say \u2014 I tried to say this strongly, but I think I can say it more strongly \u2014 I want to say that the status quo is not enough. That it's not good enough, that it's not changing quickly enough. Since I gave my TED Talk and published my book, another year of data came out from the U.S. Census. And you know what we found? No movement in the wage gap for women in the United States. Seventy-seven cents to the dollar. If you are a black woman, 64 cents. If you are a Latina, we're at 54 cents. Do you know when the last time those numbers went up? 2002. We are stagnating, we are stagnating in so many ways. And I think we are not really being honest about that, for so many reasons. It's so hard to talk about gender. We shy away from the word ""feminist,"" a word I really think we need to embrace. We have to get rid of the word bossy and bring back \u2014 (Applause) I think I would say in a louder voice, we need to get rid of the word ""bossy"" and bring back the word ""feminist,"" because we need it. (Applause)PM: And we all need to do a lot more leaning in.SS: A lot more leaning in.PM: Thank you, Sheryl. Thanks for leaning in and saying yes.SS: Thank you.(Applause)" +1762302,86,Graphic designer Stefan Sagmeister takes the audience on a whimsical journey through moments of his life that made him happy -- and notes how many of these moments have to do with good design.,930,TED2004,1075680000,26,Stefan Sagmeister,Stefan Sagmeister: Happiness by design,1,1175731860,"[{'id': 2, 'name': 'Confusing', 'count': 31}, {'id': 7, 'name': 'Funny', 'count': 468}, {'id': 9, 'name': 'Ingenious', 'count': 159}, {'id': 1, 'name': 'Beautiful', 'count': 180}, {'id': 11, 'name': 'Longwinded', 'count': 68}, {'id': 8, 'name': 'Informative', 'count': 100}, {'id': 10, 'name': 'Inspiring', 'count': 542}, {'id': 22, 'name': 'Fascinating', 'count': 138}, {'id': 3, 'name': 'Courageous', 'count': 52}, {'id': 21, 'name': 'Unconvincing', 'count': 70}, {'id': 25, 'name': 'OK', 'count': 123}, {'id': 26, 'name': 'Obnoxious', 'count': 14}, {'id': 23, 'name': 'Jaw-dropping', 'count': 23}, {'id': 24, 'name': 'Persuasive', 'count': 33}]","[{'id': 356, 'hero': 'https://pe.tedcdn.com/images/ted/639de4f62f2fa9419737f97dd6078b014f7e4b0a_2880x1620.jpg', 'speaker': 'Stefan Sagmeister', 'title': ""Things I've learned in my life so far"", 'duration': 285, 'slug': 'stefan_sagmeister_on_what_he_has_learned', 'viewed_count': 724824}, {'id': 182, 'hero': 'https://pe.tedcdn.com/images/ted/b8975cef603ff7110ea49f95c3e197866b5c397f_1600x1200.jpg', 'speaker': 'Maira Kalman', 'title': 'The illustrated woman', 'duration': 1050, 'slug': 'maira_kalman_the_illustrated_woman', 'viewed_count': 672251}, {'id': 172, 'hero': 'https://pe.tedcdn.com/images/ted/b790be2f87ceffba73fe73837944400c7d61cba2_1600x1200.jpg', 'speaker': 'John Maeda', 'title': 'Designing for simplicity', 'duration': 959, 'slug': 'john_maeda_on_the_simple_life', 'viewed_count': 1215945}, {'id': 97, 'hero': 'https://pe.tedcdn.com/images/ted/016a827cc0757092a0439ab2a63feca8655b6c29_1600x1200.jpg', 'speaker': 'Dan Gilbert', 'title': 'The surprising science of happiness', 'duration': 1276, 'slug': 'dan_gilbert_asks_why_are_we_happy', 'viewed_count': 14689316}, {'id': 1607, 'hero': 'https://pe.tedcdn.com/images/ted/2ff7ff0cde75d2a906557697701d2cf714763984_1600x1200.jpg', 'speaker': 'Matt Killingsworth', 'title': 'Want to be happier? Stay in the moment', 'duration': 616, 'slug': 'matt_killingsworth_want_to_be_happier_stay_in_the_moment', 'viewed_count': 2723851}, {'id': 570, 'hero': 'https://pe.tedcdn.com/images/ted/227eb8797d02a761179cad69072672210781a69c_2880x1620.jpg', 'speaker': 'Nancy Etcoff', 'title': 'Happiness and its surprises', 'duration': 1185, 'slug': 'nancy_etcoff_on_happiness_and_why_we_want_it', 'viewed_count': 1587777}]",Graphic designer,"['TED Brain Trust', 'art', 'design', 'happiness', 'typography']",Happiness by design,"https://www.ted.com/talks/stefan_sagmeister_shares_happy_design +","About 15 years ago, I went to visit a friend in Hong Kong. And at the time I was very superstitious. So, upon landing \u2014 this was still at the old Hong Kong airport that's Kai Tak, when it was smack in the middle of the city \u2014 I thought, ""If I see something good, I'm going to have a great time here in my two weeks. And if I see something negative, I'm going to be miserable, indeed.""So the plane landed in between the buildings and got to a full stop in front of this little billboard. (Laughter) And I actually went to see some of the design companies in Hong Kong in my stay there. And it turned out that \u2014 I just went to see, you know, what they are doing in Hong Kong.But I actually walked away with a great job offer. And I flew back to Austria, packed my bags, and, another week later, I was again on my way to Hong Kong still superstitions and thinking, ""Well, if that 'Winner' billboard is still up, I'm going to have a good time working here. (Laughter) But if it's gone, it's going to be really miserable and stressful."" So it turned out that not only was the billboard still up but they had put this one right next to it. (Laughter) On the other hand, it also taught me where superstition gets me because I really had a terrible time in Hong Kong. (Laughter)However, I did have a number of real moments of happiness in my life \u2014 of, you know, I think what the conference brochure refers to as ""moments that take your breath away."" And since I'm a big list maker, I actually listed them all. (Laughter) Now, you don't have to go through the trouble of reading them and I won't read them for you. I know that it's incredibly boring to hear about other people's happinesses. (Laughter)What I did do, though is, I actually looked at them from a design standpoint and just eliminated all the ones that had nothing to do with design. And, very surprisingly, over half of them had, actually, something to do with design.So there are, of course, two different possibilities. There's one from a consumer's point of view \u2014 where I was happy while experiencing design. And I'll just give you one example. I had gotten my first Walkman. This is 1983. My brother had this great Yamaha motorcycle that he was willing to borrow to me freely. And The Police's ""Synchronicity"" cassette had just been released and there was no helmet law in my hometown of Bregenz. So you could drive up into the mountains freely blasting The Police on the new Sony Walkman. (Laughter) And I remember it as a true moment of happiness. You know, of course, they are related to this combination of at least two of them being, you know, design objects. And, you know, there's a scale of happiness when you talk about in design but the motorcycle incident would definitely be, you know, situated somewhere here \u2014 right in there between Delight and Bliss.Now, there is the other part, from a designer's standpoint \u2014 if you're happy while actually doing it. And one way to see how happy designers are when they're designing could be to look at the authors' photos on the back of their monographs? (Laughter) So, according to this, the Australians and the Japanese as well as the Mexicans are very happy. (Laughter) While, somewhat, the Spaniards ... and, I think, particularly, the Swiss (Laughter), don't seem to be doing all that well. (Laughter)Last November, a museum opened in Tokyo called The Mori Museum, in a skyscraper, up on the 56th floor. And their inaugural exhibit was called ""Happiness."" And I went, very eagerly, to see it, because \u2014 well, also, with an eye on this conference. And they interestingly sectioned the exhibit off into four different areas. Under ""Arcadia,"" they showed things like this, from the Edo period \u2014 a hundred ways to write ""happiness"" in different forms. Or they had this apple by Yoko Ono \u2014 that, of course, later on was, you know, made into the label for The Beatles.Under ""Nirvana"" they showed this Constable painting. And there was a little \u2014 an interesting theory about abstraction. This is a blue field \u2014 it's actually an Yves Klein painting. And the theory was that if you abstract an image, you really, you know open as much room for the un-representable \u2014 and, therefore, you know, are able to involve the viewer more.Then, under ""Desire,"" they showed these Shunsho paintings \u2014 also from the Edo period \u2014 ink on silk. And, lastly, under ""Harmony,"" they had this 13th-century mandala from Tibet.Now, what I took away from the exhibit was that maybe with the exception of the mandala most of the pieces in there were actually about the visualization of happiness and not about happiness. And I felt a little bit cheated, because the visualization \u2014 that's a really easy thing to do. And, you know, my studio \u2014 we've done it all the time. This is, you know, a book. A happy dog \u2014 and you take it out, it's an aggressive dog. It's a happy David Byrne and an angry David Byrne. Or a jazz poster with a happy face and a more aggressive face. You know, that's not a big deal to accomplish.It has gotten to the point where, you know, within advertising or within the movie industry, ""happy"" has gotten such a bad reputation that if you actually want to do something with the subject and still appear authentic, you almost would have to, you know, do it from a cynical point of view. This is, you know, the movie poster. Or we, a couple of weeks ago, designed a box set for The Talking Heads where the happiness visualized on the cover definitely has, very much, a dark side to it.Much, much more difficult is this, where the designs actually can evoke happiness \u2014 and I'm going to just show you three that actually did this for me. This is a campaign done by a young artist in New York, who calls himself ""True."" Everybody who has ridden the New York subway system will be familiar with these signs? True printed his own version of these signs. Met every Wednesday at a subway stop with 20 of his friends. They divided up the different subway lines and added their own version. (Laughter) So this is one. (Laughter)Now, the way this works in the system is that nobody ever looks at these signs. So you're (Laughter) you're really bored in the subway, and you kind of stare at something. And it takes you a while until it actually \u2014 you realize that this says something different than what it normally says. (Laughter) I mean, that's, at least, how it made me happy. (Laughter)Now, True is a real humanitarian. He didn't want any of his friends to be arrested, so he supplied everybody with this fake volunteer card. (Laughter) And also gave this fake letter from the MTA to everybody \u2014 sort of like pretending that it's an art project financed by The Metropolitan Transit Authority. (Laughter)Another New York project. This is at P.S. 1 \u2014 a sculpture that's basically a square room by James Turrell, that has a retractable ceiling. Opens up at dusk and dawn every day. You don't see the horizon. You're just in there, watching the incredible, subtle changes of color in the sky. And the room is truly something to be seen. People's demeanor changes when they go in there. And, for sure, I haven't looked at the sky in the same way after spending an hour in there.There are, of course, more than those three projects that I'm showing here. I would definitely say that observing Vik Muniz' ""Cloud"" a couple of years ago in Manhattan for sure made me happy, as well. But my last project is, again, from a young designer in New York. He's from Korea originally. And he took it upon himself to print 55,000 speech bubbles \u2014 empty speech bubbles stickers, large ones and small ones. And he goes around New York and just puts them, empty as they are, on posters. (Laughter) And other people go and fill them in. (Laughter)This one says, ""Please let me die in peace."" (Laughter) I think that was \u2014 the most surprising to myself was that the writing was actually so good. This is on a musician poster, that says: ""I am concerned that my CD will not sell more than 200,000 units and that, as a result, my recoupable advance from my label will be taken from me, after which, my contract will be cancelled, and I'll be back doing Journey covers on Bleecker Street."" (Laughter)I think the reason this works so well is because everybody involved wins. Jee gets to have his project; the public gets a sweeter environment; and different public gets a place to express itself; and the advertisers finally get somebody to look at their ads. (Laughter)Well, there was a question, of course, that was on my mind for a while: You know, can I do more of the things that I like doing in design and less of the ones that I don't like to be doing? Which brought me back to my list making \u2014 you know, just to see what I actually like about my job.You know, one is: just working without pressure. Then: working concentrated, without being frazzled. Or, as Nancy said before, like really immerse oneself into it. Try not to get stuck doing the same thing \u2014 or try not get stuck behind the computer all day. This is, you know, related to it: getting out of the studio. Then, of course, trying to, you know, work on things where the content is actually important for me. And being able to enjoy the end results.And then I found another list in one of my diaries that actually contained all the things that I thought I learned in my life so far. And, just about at that time, an Austrian magazine called and asked if we would want to do six spreads \u2014 design six spreads that work like dividing pages between the different chapters in the magazine? And the whole thing just fell together. So I just picked one of the things that I thought I learned \u2014 in this case, ""Everything I do always comes back to me"" \u2014 and we made these spreads right out of this. So it was: ""Everything I do always comes back to me.""A couple of weeks ago, a (Laughter) French company asked us to design five billboards for them. Again, we could supply the content for it. So I just picked another one. And this was two weeks ago. We flew to Arizona \u2014 the designer who works with me, and myself \u2014 and photographed this one. So it's: ""Trying to look good limits my life.""And then we did one more of these. This is, again, for a magazine, dividing pages. This is: ""Having"" \u2014 this is the same thing; it's just, you know, photographed from the side. This is from the front. Then it's: ""guts."" Again, it's the same thing \u2014 ""guts"" is just the same room, reworked. Then it's: ""always works out."" Then it's ""for,"" with the light on. (Laughter) And it's ""me.""Thank you so much. (Applause)" +687808,49,"""It's said that to be a poet, you have to go to hell and back."" Cristina Domenech teaches writing at an Argentinian prison, and she tells the moving story of helping incarcerated people express themselves, understand themselves \u2014 and glory in the freedom of language. Watch for a powerful reading from one of her students, an inmate, in front of an audience of 10,000. In Spanish with subtitles.",757,TEDxRiodelaPlata,1412121600,26,Cristina Domenech,Cristina Domenech: Poetry that frees the soul,1,1421424131,"[{'id': 1, 'name': 'Beautiful', 'count': 311}, {'id': 10, 'name': 'Inspiring', 'count': 291}, {'id': 21, 'name': 'Unconvincing', 'count': 7}, {'id': 3, 'name': 'Courageous', 'count': 118}, {'id': 8, 'name': 'Informative', 'count': 17}, {'id': 26, 'name': 'Obnoxious', 'count': 3}, {'id': 22, 'name': 'Fascinating', 'count': 62}, {'id': 9, 'name': 'Ingenious', 'count': 10}, {'id': 25, 'name': 'OK', 'count': 16}, {'id': 24, 'name': 'Persuasive', 'count': 19}, {'id': 2, 'name': 'Confusing', 'count': 1}, {'id': 11, 'name': 'Longwinded', 'count': 6}, {'id': 23, 'name': 'Jaw-dropping', 'count': 14}, {'id': 7, 'name': 'Funny', 'count': 3}]","[{'id': 2013, 'hero': 'https://pe.tedcdn.com/images/ted/82cc87f2ed862ee45d928c19046ee042d5eec0c9_2400x1800.jpg', 'speaker': 'Stephen Burt', 'title': 'Why people need poetry', 'duration': 792, 'slug': 'stephen_burt_why_people_need_poetry', 'viewed_count': 1118026}, {'id': 1286, 'hero': 'https://pe.tedcdn.com/images/ted/3f6dda85c262a19435f481dfe30c3ebe469d874a_800x600.jpg', 'speaker': 'Damon Horowitz', 'title': 'Philosophy in prison', 'duration': 230, 'slug': 'damon_horowitz_philosophy_in_prison', 'viewed_count': 1145769}, {'id': 911, 'hero': 'https://pe.tedcdn.com/images/ted/182288_800x600.jpg', 'speaker': 'Nalini Nadkarni', 'title': 'Life science in prison', 'duration': 307, 'slug': 'nalini_nadkarni_life_science_in_prison', 'viewed_count': 426624}, {'id': 1100, 'hero': 'https://pe.tedcdn.com/images/ted/ce7fa7dd28cf0770bcdde6b1cba6c865896756ff_1600x1200.jpg', 'speaker': 'Sarah Kay', 'title': 'If I should have a daughter ...', 'duration': 1105, 'slug': 'sarah_kay_if_i_should_have_a_daughter', 'viewed_count': 10530049}, {'id': 1398, 'hero': 'https://pe.tedcdn.com/images/ted/e8eec6cff3d0f3ea106f8d8db4e953a5e8737d80_800x600.jpg', 'speaker': 'Billy Collins', 'title': 'Everyday moments, caught in time', 'duration': 913, 'slug': 'billy_collins_everyday_moments_caught_in_time', 'viewed_count': 1140447}, {'id': 2057, 'hero': 'https://pe.tedcdn.com/images/ted/69e4f4f5e656aa0f9d1ea4ab6accd8a7fd05b2a7_2400x1800.jpg', 'speaker': 'Dan Pacholke', 'title': 'How prisons can help inmates live meaningful lives', 'duration': 632, 'slug': 'dan_pacholke_how_prisons_can_help_inmates_live_meaningful_lives', 'viewed_count': 812963}]",Poet and educator,"['TED en Espa\xf1ol', 'TEDx', 'creativity', 'crime', 'language', 'poetry', 'prison']",Poetry that frees the soul,"https://www.ted.com/talks/cristina_domenech_poetry_that_frees_the_soul +","It's said that to be a poet you have to go to hell and back.The first time I visited the prison, I was not surprised by the noise of the padlocks, or the closing doors, or the cell bars, or by any of the things I had imagined.Maybe because the prison is in a quite open space. You can see the sky. Seagulls fly overhead, and you feel like you're next to the sea, that you're really close to the beach. But in fact, the gulls are looking for food in the dump near the prison.I went farther inside and I suddenly saw inmates moving across the corridors. Then it was as if I stepped back and thought that I could have very well been one of them. If I had another story, another context, different luck. Because nobody - nobody - can choose where they're born.In 2009, I was invited to join a project that San Mart\xedn National University conducted at the Unit 48 penitentiary, to coordinate a writing workshop. The prison service ceded some land at the end of the prison, which is where they constructed the University Center building.The first time I met with the prisoners, I asked them why they were asking for a writing workshop and they told me they wanted to put on paper all that they couldn't say and do.Right then I decided that I wanted poetry to enter the prison. So I said to them why don't we work with poetry, if they knew what poetry was. But nobody had a clue what poetry really was. They also suggested to me that the workshop should be not just for the inmates taking university classes, but for all the inmates. And so I said that to start this workshop, I needed to find a tool that we all had in common. That tool was language.We had language, we had the workshop. We could have poetry. But what I hadn't considered was that inequality exists in prison, too. Many of the prisoners hadn't even completed grammar school. Many couldn't use cursive, could barely print. They didn't write fluently, either. So we started looking for short poems. Very short, but very powerful.And we started to read, and we'd read one author, then another author, and by reading such short poems, they all began to realize that what the poetic language did was to break a certain logic, and create another system. Breaking the logic of language also breaks the logic of the system under which they've learned to respond. So a new system appeared, new rules that made them understand very quickly, - very quickly - that with poetic language they would be able to say absolutely whatever they wanted.It's said that to be a poet you have to go to hell and back. And they have plenty of hell. Plenty of hell.One of them once said: ""In prison you never sleep. You can never sleep in jail. You can never close your eyelids."" And so, like I\u2019m doing now, I gave them a moment of silence, then said, \u201cThat's what poetry is, you guys. It's in this prison universe that you have all around you. Everything you say about how you never sleep, it exudes fear. All the things that go unwritten \u2014 all of that is poetry.""So we started appropriating that hell; we plunged ourselves, headfirst, into the seventh circle. And in that seventh circle of hell, our very own, beloved circle, they learned that they could make the walls invisible, that they could make the windows yell, and that we could hide inside the shadows. When the first year of the workshop had ended, we organized a little closing party, like you do when a job is done with so much love, and you want to celebrate with a party.We called family, friends, the university authorities. The only thing the inmates had to do was read a poem, and receive their diplomas and applause. That was our simple party. The only thing I want to leave you with is the moment in which those men, some of them just huge when standing next to me, or the young boys - so young, but with an enormous pride, held their papers and trembled like little kids and sweated, and read their poems with their voices completely broken.That moment made me think a lot that for most of them, it was surely the very first time that someone applauded them for something they had done. In prison there are things that can't be done. In prison, you can't dream. In prison, you can't cry. There are words that are virtually forbidden, like the word ""time,"" the word ""future,"" the word ""wish"". But we dared to dream, and to dream a lot. We decided that they were going to write a book. Not only did they write a book, but they also bound it themselves. That was at the end of 2010. Then, we doubled the bet and wrote another book. And we bound that one, too. That was a short time ago, at the end of last year. What I see week after week, is how they're turning into different people; how they're being transformed. How words are empowering them with a dignity they had never known, that they couldn't even imagine. They had no idea such dignity could come from them.At the workshop, in that beloved hell we share, we all give something. We open our hands and hearts and give what we have, what we can. All of us; all of us equally. And so you feel that at least in a small way you're repairing that huge social fracture which makes it so that for many of them, prison is their only destination. I remember a verse by a tremendous poet, a great poet, from our Unit 48 workshop, Nicol\xe1s Dorado: ""I will need an infinite thread to sew up this huge wound.""Poetry does that; it sews up the wounds of exclusion. It opens doors. Poetry works as a mirror. It creates a mirror, which is the poem. They recognize themselves, they look at themselves in the poem and write from who they are, and are from what they write.In order to write, they need to appropriate the moment of writing which is a moment of extraordinary freedom. They have to get into their heads, search for that bit of freedom that can never be taken away when they write and that is also useful to realize that freedom is possible even inside a prison, and that the only bars we have in our wonderful space is the word ""bars,"" and that all of us in our hell burn with happiness when we light the wick of the word.(Applause)I told you a lot about the prison, a lot about what I experience every week, and how I enjoy it and transform myself with the inmates. But you don't know how much I'd like it if you could feel, live, experience, even for a few seconds, what I enjoy every week and what makes me who I am. (Applause) Mart\xedn Bustamante: The heart chews tears of time; blinded by that light, it hides the speed of existence where the images go rowing by. It fights; it hangs on.The heart cracks under sad gazes, rides on storms that spread fire, lifts chests lowered by shame, knows that it's not just reading and going on, it also wishes to see the infinite blue.The heart sits down to think about things, fights to avoid being ordinary, tries to love without hurting, breathes the sun, giving courage to itself, surrenders, travels toward reason.The heart fights among the swamps, skirts the edge of the underworld, falls exhausted, but won't give in to what's easy, while irregular steps of intoxication wake up, wake the stillness.I'm Mart\xedn Bustamante, I'm a prisoner in Unit 48 of San Mart\xedn, today is my day of temporary release. And for me, poetry and literature have changed my life.Thank you very much!Cristina Domenech: Thank you!(Applause)" +1072435,112,"As globalization and technological advances bring us hurtling towards a new integrated future, Ian Goldin warns that not all people may benefit equally. But, he says, if we can recognize this danger, we might yet realize the possibility of improved life for everyone.",426,TEDGlobal 2009,1248307200,29,Ian Goldin,Ian Goldin: Navigating our global future,1,1256259600,"[{'id': 3, 'name': 'Courageous', 'count': 41}, {'id': 22, 'name': 'Fascinating', 'count': 96}, {'id': 10, 'name': 'Inspiring', 'count': 112}, {'id': 24, 'name': 'Persuasive', 'count': 113}, {'id': 21, 'name': 'Unconvincing', 'count': 85}, {'id': 25, 'name': 'OK', 'count': 107}, {'id': 8, 'name': 'Informative', 'count': 191}, {'id': 2, 'name': 'Confusing', 'count': 38}, {'id': 11, 'name': 'Longwinded', 'count': 28}, {'id': 1, 'name': 'Beautiful', 'count': 10}, {'id': 23, 'name': 'Jaw-dropping', 'count': 28}, {'id': 9, 'name': 'Ingenious', 'count': 10}, {'id': 26, 'name': 'Obnoxious', 'count': 5}, {'id': 7, 'name': 'Funny', 'count': 6}]","[{'id': 62, 'hero': 'https://pe.tedcdn.com/images/ted/173_480x360.jpg', 'speaker': 'Bjorn Lomborg', 'title': 'Global priorities bigger than climate change', 'duration': 1001, 'slug': 'bjorn_lomborg_sets_global_priorities', 'viewed_count': 1391146}, {'id': 42, 'hero': 'https://pe.tedcdn.com/images/ted/bfd70bdb95ddbee93eb8b8e5d7b1a849cefe2159_1600x1200.jpg', 'speaker': 'Martin Rees', 'title': 'Is this our final century?', 'duration': 1046, 'slug': 'martin_rees_asks_is_this_our_final_century', 'viewed_count': 2121186}, {'id': 167, 'hero': 'https://pe.tedcdn.com/images/ted/61e79c4063ebc13c3de9ed72d45564ac717b99a6_2880x1620.jpg', 'speaker': 'Stephen Petranek', 'title': '10 ways the world could end', 'duration': 1782, 'slug': 'stephen_petranek_counts_down_to_armageddon', 'viewed_count': 1712087}, {'id': 1574, 'hero': 'https://pe.tedcdn.com/images/ted/a2f5350e007ffd71452aea058f9ae26fe59a6245_1600x1200.jpg', 'speaker': 'Andrew McAfee', 'title': 'Are droids taking our jobs?', 'duration': 847, 'slug': 'andrew_mcafee_are_droids_taking_our_jobs', 'viewed_count': 956310}, {'id': 1374, 'hero': 'https://pe.tedcdn.com/images/ted/ad96593a0c834ba9394c16c7d0e1892c4f50a7c9_800x600.jpg', 'speaker': 'Paul Gilding', 'title': 'The Earth is full', 'duration': 1006, 'slug': 'paul_gilding_the_earth_is_full', 'viewed_count': 1174180}, {'id': 2695, 'hero': 'https://pe.tedcdn.com/images/ted/3e43a1c97f4668cc86486306ccf018e994241646_2880x1620.jpg', 'speaker': 'Yuval Noah Harari', 'title': 'Nationalism vs. globalism: the new political divide', 'duration': 3608, 'slug': 'yuval_noah_harari_nationalism_vs_globalism_the_new_political_divide', 'viewed_count': 1513452}]","Economist, development visionary","['economics', 'future', 'global development', 'global issues', 'inequality', 'prediction', 'technology']",Navigating our global future,"https://www.ted.com/talks/ian_goldin_navigating_our_global_future +","The future, as we know it, is very unpredictable. The best minds in the best institutions generally get it wrong. This is in technology. This is in the area of politics, where pundits, the CIA, MI6 always get it wrong. And it's clearly in the area of finance. With institutions established to think about the future, the IMF, the BIS, the Financial Stability Forum, couldn't see what was coming. Over 20,000 economists whose job it is, competitive entry to get there, couldn't see what was happening.Globalization is getting more complex. And this change is getting more rapid. The future will be more unpredictable. Urbanization, integration, coming together, leads to a new renaissance. It did this a thousand years ago. The last 40 years have been extraordinary times. Life expectancy has gone up by about 25 years. It took from the Stone Age to achieve that. Income has gone up for a majority of the world's population, despite the population going up by about two billion people over this period. And illiteracy has gone down, from a half to about a quarter of the people on Earth. A huge opportunity, unleashing of new potential for innovation, for development.But there is an underbelly. There are two Achilles' heels of globalization. There is the Achilles' heel of growing inequality \u2014 those that are left out, those that feel angry, those that are not participating. Globalization has not been inclusive. The second Achilles' heel is complexity \u2014 a growing fragility, a growing brittleness. What happens in one place very quickly affects everything else. This is a systemic risk, systemic shock. We've seen it in the financial crisis. We've seen it in the pandemic flu. It will become virulent and it's something we have to build resilience against.A lot of this is driven by what's happening in technology. There have been huge leaps. There will be a million-fold improvement in what you can get for the same price in computing by 2030. That's what the experience of the last 20 years has been. It will continue. Our computers, our systems will be as primitive as the Apollo's are for today. Our mobile phones are more powerful than the total Apollo space engine. Our mobile phones are more powerful than some of the strongest computers of 20 years ago. So what will this do? It will create huge opportunities in technology. Miniaturization as well. There will be invisible capacity. Invisible capacity in our bodies, in our brains, and in the air. This is a dust mite on a nanoreplica.This sort of ability to do everything in new ways unleashes potential, not least in the area of medicine. This is a stem cell that we've developed here in Oxford, from an embryonic stem cell. We can develop any part of the body. Increasingly, over time, this will be possible from our own skin \u2014 able to replicate parts of the body. Fantastic potential for regenerative medicine. I don't think there will be a Special Olympics long after 2030, because of this capacity to regenerate parts of the body. But the question is, ""Who will have it?""The other major development is going to be in the area of what can happen in genetics. The capacity to create, as this mouse has been genetically modified, something which goes three times faster, lasts for three times longer, we could produce, as this mouse can, to the age of our equivalent of 80 years, using about the same amount of food. But will this only be available for the super rich, for those that can afford it? Are we headed for a new eugenics? Will only those that are able to afford it be able to be this super race of the future? (Laughter)So the big question for us is, ""How do we manage this technological change?"" How do we ensure that it creates a more inclusive technology, a technology which means that not only as we grow older, that we can also grow wiser, and that we're able to support the populations of the future? One of the most dramatic manifestations of these improvements will be moving from population pyramids to what we might term population coffins. There is unlikely to be a pension or a retirement age in 2030. These will be redundant concepts. And this isn't only something of the West.The most dramatic changes will be the skyscraper type of new pyramids that will take place in China and in many other countries. So forget about retirements if you're young. Forget about pensions. Think about life and where it's going to be going. Of course, migration will become even more important. The war on talent, the need to attract people at all skill ranges, to push us around in our wheelchairs, but also to drive our economies. Our innovation will be vital.The employment in the rich countries will go down from about 800 to about 700 million of these people. This would imply a massive leap in migration. So the concerns, the xenophobic concerns of today, of migration, will be turned on their head, as we search for people to help us sort out our pensions and our economies in the future. And then, the systemic risks. We understand that these will become much more virulent, that what we see today is this interweaving of societies, of systems, fastened by technologies and hastened by just-in-time management systems. Small levels of stock push resilience into other people's responsibility.The collapse in biodiversity, climate change, pandemics, financial crises: these will be the currency that we will think about. And so a new awareness will have to arise, of how we deal with these, how we mobilize ourselves, in a new way, and come together as a community to manage systemic risk. It's going to require innovation. It's going to require an understanding that the glory of globalization could also be its downfall. This could be our best century ever because of the achievements, or it could be our worst. And of course we need to worry about the individuals, particularly the individuals that feel that they've been left out in one way or another.An individual, for the first time in the history of humanity, will have the capacity, by 2030, to destroy the planet, to wreck everything, through the creation, for example, of a biopathogen. How do we begin to weave these tapestries together? How do we think about complex systems in new ways? That will be the challenge of the scholars, and of all of us engaged in thinking about the future. The rest of our lives will be in the future. We need to prepare for it now. We need to understand that the governance structure in the world is fossilized. It cannot begin to cope with the challenges that this will bring. We have to develop a new way of managing the planet, collectively, through collective wisdom.We know, and I know from my own experience, that amazing things can happen, when individuals and societies come together to change their future. I left South Africa, and 15 years later, after thinking I would never go back, I had the privilege and the honor to work in the government of Nelson Mandela. This was a miracle. We can create miracles, collectively, in our lifetime. It is vital that we do so. It is vital that the ideas that are nurtured in TED, that the ideas that we think about look forward, and make sure that this will be the most glorious century, and not one of eco-disaster and eco-collapse. Thank you. (Applause)" +1257079,100,"Legendary dance choreographer Bill T. Jones and TED Fellows Joshua Roman and Somi didn't know exactly what was going to happen when they took the stage at TED2015. They just knew they wanted to offer the audience an opportunity to witness creative collaboration in action. The result: An improvised piece they call ""The Red Circle and the Blue Curtain,"" so extraordinary it had to be shared ...",386,TED2015,1426636800,38,Bill T. Jones,"Bill T. Jones: The dancer, the singer, the cellist ... and a moment of creative magic",3,1430925284,"[{'id': 1, 'name': 'Beautiful', 'count': 814}, {'id': 25, 'name': 'OK', 'count': 99}, {'id': 9, 'name': 'Ingenious', 'count': 104}, {'id': 22, 'name': 'Fascinating', 'count': 221}, {'id': 10, 'name': 'Inspiring', 'count': 253}, {'id': 23, 'name': 'Jaw-dropping', 'count': 37}, {'id': 7, 'name': 'Funny', 'count': 35}, {'id': 11, 'name': 'Longwinded', 'count': 11}, {'id': 21, 'name': 'Unconvincing', 'count': 25}, {'id': 2, 'name': 'Confusing', 'count': 53}, {'id': 24, 'name': 'Persuasive', 'count': 11}, {'id': 3, 'name': 'Courageous', 'count': 31}, {'id': 26, 'name': 'Obnoxious', 'count': 21}, {'id': 8, 'name': 'Informative', 'count': 3}]","[{'id': 179, 'hero': 'https://pe.tedcdn.com/images/ted/16705_480x360.jpg', 'speaker': 'Kenichi Ebina', 'title': 'My magic moves', 'duration': 212, 'slug': 'kenichi_ebina_s_magic_moves', 'viewed_count': 1720825}, {'id': 688, 'hero': 'https://pe.tedcdn.com/images/ted/132434_800x600.jpg', 'speaker': 'Mallika Sarabhai', 'title': 'Dance to change the world', 'duration': 1012, 'slug': 'mallika_sarabhai', 'viewed_count': 481847}, {'id': 1527, 'hero': 'https://pe.tedcdn.com/images/ted/09950f2b257d395c1a59fbbe1bde85a6c383b8d8_1600x1200.jpg', 'speaker': 'Wayne McGregor', 'title': ""A choreographer's creative process in real time"", 'duration': 918, 'slug': 'wayne_mcgregor_a_choreographer_s_creative_process_in_real_time', 'viewed_count': 891606}, {'id': 1464, 'hero': 'https://pe.tedcdn.com/images/ted/25581f3b5c318239c3727229a2a50ae2bfc0feb9_1600x1200.jpg', 'speaker': 'Quixotic Fusion', 'title': 'Dancing with light', 'duration': 742, 'slug': 'quixotic_fusion_dancing_with_light', 'viewed_count': 1383125}, {'id': 2147, 'hero': 'https://pe.tedcdn.com/images/ted/3913cb8eb8182189489aa3efc9d917e8b0756b27_2880x1620.jpg', 'speaker': 'Aakash Odedra', 'title': 'A dance in a hurricane of paper, wind and light', 'duration': 590, 'slug': 'aakash_odedra_a_dance_in_a_hurricane_of_paper_wind_and_light', 'viewed_count': 817018}, {'id': 2273, 'hero': 'https://pe.tedcdn.com/images/ted/ef5ead6c24bf79ac3417b3c7a10b4c08594e2bcc_2880x1620.jpg', 'speaker': 'Joey Alexander', 'title': 'An 11-year-old prodigy performs old-school jazz', 'duration': 388, 'slug': 'joey_alexander_an_11_year_old_prodigy_performs_old_school_jazz', 'viewed_count': 2155098}]","Director/choreographer, dancer","['TED Fellows', 'dance', 'entertainment', 'live music', 'music', 'performance']","The dancer, the singer, the cellist ... and a moment of creative magic","https://www.ted.com/talks/bill_t_jones_the_dancer_the_singer_the_cellist_and_a_moment_of_creative_magic +","Isadora Duncan \u2014 (Music) \u2014 crazy, long-legged woman from San Francisco, got tired of this country, and she wanted to get out.Isadora was famous somewhere around 1908 for putting up a blue curtain, and she would stand with her hands over her solar plexus and she would wait, and she would wait, and then, she would move.(Music)Josh and I and Somi call this piece ""The Red Circle and the Blue Curtain."" Red circle. Blue curtain. But, this is not the beginning of the 20th century. This is a morning in Vancouver in 2015.(Music) (Singing)Come on, Josh!(Music)(Singing) Go!Are we there yet? I don't think so.Hey, yeah!(Music)What time is it?(Music)Where are we?Josh.Somi.Bill T.Josh.Somi.Bill T.(Applause)Yeah, yeah!" +861056,165,"We each want to live a life of purpose, but where to start? In this luminous, wide-ranging talk, Jacqueline Novogratz introduces us to people she's met in her work in ""patient capital"" -- people who have immersed themselves in a cause, a community, a passion for justice. These human stories carry powerful moments of inspiration.",1068,TEDWomen 2010,1291766400,27,Jacqueline Novogratz,Jacqueline Novogratz: Inspiring a life of immersion,1,1297870800,"[{'id': 24, 'name': 'Persuasive', 'count': 261}, {'id': 10, 'name': 'Inspiring', 'count': 864}, {'id': 3, 'name': 'Courageous', 'count': 307}, {'id': 1, 'name': 'Beautiful', 'count': 294}, {'id': 22, 'name': 'Fascinating', 'count': 108}, {'id': 8, 'name': 'Informative', 'count': 109}, {'id': 25, 'name': 'OK', 'count': 102}, {'id': 23, 'name': 'Jaw-dropping', 'count': 54}, {'id': 11, 'name': 'Longwinded', 'count': 73}, {'id': 21, 'name': 'Unconvincing', 'count': 44}, {'id': 26, 'name': 'Obnoxious', 'count': 6}, {'id': 9, 'name': 'Ingenious', 'count': 27}, {'id': 2, 'name': 'Confusing', 'count': 13}, {'id': 7, 'name': 'Funny', 'count': 4}]","[{'id': 157, 'hero': 'https://pe.tedcdn.com/images/ted/be5c07718e417a0d20210bc62a322a1bca977df2_1600x1200.jpg', 'speaker': 'Jacqueline Novogratz', 'title': 'Patient capitalism', 'duration': 1103, 'slug': 'jacqueline_novogratz_on_patient_capitalism', 'viewed_count': 836310}, {'id': 208, 'hero': 'https://pe.tedcdn.com/images/ted/026d2634ca5b6cffe47d87240a791805e382a965_2880x1620.jpg', 'speaker': 'Bernie Dunlap', 'title': 'The life-long learner', 'duration': 1148, 'slug': 'ben_dunlap_talks_about_a_passionate_life', 'viewed_count': 1854051}, {'id': 644, 'hero': 'https://pe.tedcdn.com/images/ted/118085_800x600.jpg', 'speaker': 'Jacqueline Novogratz', 'title': 'A third way to think about aid', 'duration': 1024, 'slug': 'jacqueline_novogratz_a_third_way_to_think_about_aid', 'viewed_count': 436150}, {'id': 2152, 'hero': 'https://pe.tedcdn.com/images/ted/da479d41447505597c1483005348378ee501878e_2880x1620.jpg', 'speaker': 'Khalida Brohi', 'title': 'How I work to protect women from honor killings', 'duration': 1093, 'slug': 'khalida_brohi_how_i_work_to_protect_women_from_honor_killings', 'viewed_count': 1149829}, {'id': 2788, 'hero': 'https://pe.tedcdn.com/images/ted/45ab201f65e1825771f3f3a310088588e5c344e6_2880x1620.jpg', 'speaker': 'T. Morgan Dixon and Vanessa Garrison', 'title': 'When Black women walk, things change', 'duration': 933, 'slug': 't_morgan_dixon_and_vanessa_garrison_walking_as_a_revolutionary_act_of_self_care', 'viewed_count': 906574}, {'id': 555, 'hero': 'https://pe.tedcdn.com/images/ted/92539_800x600.jpg', 'speaker': 'Michelle Obama', 'title': 'A passionate, personal case for education', 'duration': 749, 'slug': 'michelle_obama', 'viewed_count': 1026610}]",Investor and advocate for moral leadership,"['culture', 'economics', 'global issues', 'investment', 'women in business']",Inspiring a life of immersion,"https://www.ted.com/talks/jacqueline_novogratz_inspiring_a_life_of_immersion +","I've been spending a lot of time traveling around the world these days, talking to groups of students and professionals, and everywhere I'm finding that I hear similar themes. On the one hand, people say, ""The time for change is now."" They want to be part of it. They talk about wanting lives of purpose and greater meaning. But on the other hand, I hear people talking about fear, a sense of risk-aversion. They say, ""I really want to follow a life of purpose, but I don't know where to start. I don't want to disappoint my family or friends."" I work in global poverty. And they say, ""I want to work in global poverty, but what will it mean about my career? Will I be marginalized? Will I not make enough money? Will I never get married or have children?"" And as a woman who didn't get married until I was a lot older \u2014 and I'm glad I waited \u2014 (Laughter) \u2014 and has no children, I look at these young people and I say, ""Your job is not to be perfect. Your job is only to be human. And nothing important happens in life without a cost."" These conversations really reflect what's happening at the national and international level. Our leaders and ourselves want everything, but we don't talk about the costs. We don't talk about the sacrifice.One of my favorite quotes from literature was written by Tillie Olsen, the great American writer from the South. In a short story called ""Oh Yes,"" she talks about a white woman in the 1950s who has a daughter who befriends a little African American girl, and she looks at her child with a sense of pride, but she also wonders, what price will she pay? ""Better immersion than to live untouched."" But the real question is, what is the cost of not daring? What is the cost of not trying?I've been so privileged in my life to know extraordinary leaders who have chosen to live lives of immersion. One woman I knew who was a fellow at a program that I ran at the Rockefeller Foundation was named Ingrid Washinawatok. She was a leader of the Menominee tribe, a Native American peoples. And when we would gather as fellows, she would push us to think about how the elders in Native American culture make decisions. And she said they would literally visualize the faces of children for seven generations into the future, looking at them from the Earth, and they would look at them, holding them as stewards for that future. Ingrid understood that we are connected to each other, not only as human beings, but to every living thing on the planet.And tragically, in 1999, when she was in Colombia working with the U'wa people, focused on preserving their culture and language, she and two colleagues were abducted and tortured and killed by the FARC. And whenever we would gather the fellows after that, we would leave a chair empty for her spirit. And more than a decade later, when I talk to NGO fellows, whether in Trenton, New Jersey or the office of the White House, and we talk about Ingrid, they all say that they're trying to integrate her wisdom and her spirit and really build on the unfulfilled work of her life's mission. And when we think about legacy, I can think of no more powerful one, despite how short her life was.And I've been touched by Cambodian women \u2014 beautiful women, women who held the tradition of the classical dance in Cambodia. And I met them in the early '90s. In the 1970s, under the Pol Pot regime, the Khmer Rouge killed over a million people, and they focused and targeted the elites and the intellectuals, the artists, the dancers. And at the end of the war, there were only 30 of these classical dancers still living. And the women, who I was so privileged to meet when there were three survivors, told these stories about lying in their cots in the refugee camps. They said they would try so hard to remember the fragments of the dance, hoping that others were alive and doing the same.And one woman stood there with this perfect carriage, her hands at her side, and she talked about the reunion of the 30 after the war and how extraordinary it was. And these big tears fell down her face, but she never lifted her hands to move them. And the women decided that they would train not the next generation of girls, because they had grown too old already, but the next generation. And I sat there in the studio watching these women clapping their hands \u2014 beautiful rhythms \u2014 as these little fairy pixies were dancing around them, wearing these beautiful silk colors. And I thought, after all this atrocity, this is how human beings really pray. Because they're focused on honoring what is most beautiful about our past and building it into the promise of our future. And what these women understood is sometimes the most important things that we do and that we spend our time on are those things that we cannot measure.I also have been touched by the dark side of power and leadership. And I have learned that power, particularly in its absolute form, is an equal opportunity provider. In 1986, I moved to Rwanda, and I worked with a very small group of Rwandan women to start that country's first microfinance bank. And one of the women was Agnes \u2014 there on your extreme left \u2014 she was one of the first three women parliamentarians in Rwanda, and her legacy should have been to be one of the mothers of Rwanda. We built this institution based on social justice, gender equity, this idea of empowering women.But Agnes cared more about the trappings of power than she did principle at the end. And though she had been part of building a liberal party, a political party that was focused on diversity and tolerance, about three months before the genocide, she switched parties and joined the extremist party, Hutu Power, and she became the Minister of Justice under the genocide regime and was known for inciting men to kill faster and stop behaving like women. She was convicted of category one crimes of genocide. And I would visit her in the prisons, sitting side-by-side, knees touching, and I would have to admit to myself that monsters exist in all of us, but that maybe it's not monsters so much, but the broken parts of ourselves, sadnesses, secret shame, and that ultimately it's easy for demagogues to prey on those parts, those fragments, if you will, and to make us look at other beings, human beings, as lesser than ourselves \u2014 and in the extreme, to do terrible things.And there is no group more vulnerable to those kinds of manipulations than young men. I've heard it said that the most dangerous animal on the planet is the adolescent male. And so in a gathering where we're focused on women, while it is so critical that we invest in our girls and we even the playing field and we find ways to honor them, we have to remember that the girls and the women are most isolated and violated and victimized and made invisible in those very societies where our men and our boys feel disempowered, unable to provide. And that, when they sit on those street corners and all they can think of in the future is no job, no education, no possibility, well then it's easy to understand how the greatest source of status can come from a uniform and a gun.Sometimes very small investments can release enormous, infinite potential that exists in all of us. One of the Acumen Fund fellows at my organization, Suraj Sudhakar, has what we call moral imagination \u2014 the ability to put yourself in another person's shoes and lead from that perspective. And he's been working with this young group of men who come from the largest slum in the world, Kibera. And they're incredible guys. And together they started a book club for a hundred people in the slums, and they're reading many TED authors and liking it. And then they created a business plan competition. Then they decided that they would do TEDx's.And I have learned so much from Chris and Kevin and Alex and Herbert and all of these young men. Alex, in some ways, said it best. He said, ""We used to feel like nobodies, but now we feel like somebodies."" And I think we have it all wrong when we think that income is the link. What we really yearn for as human beings is to be visible to each other. And the reason these young guys told me that they're doing these TEDx's is because they were sick and tired of the only workshops coming to the slums being those workshops focused on HIV, or at best, microfinance. And they wanted to celebrate what's beautiful about Kibera and Mathare \u2014 the photojournalists and the creatives, the graffiti artists, the teachers and the entrepreneurs. And they're doing it. And my hat's off to you in Kibera.My own work focuses on making philanthropy more effective and capitalism more inclusive. At Acumen Fund, we take philanthropic resources and we invest what we call patient capital \u2014 money that will invest in entrepreneurs who see the poor not as passive recipients of charity, but as full-bodied agents of change who want to solve their own problems and make their own decisions. We leave our money for 10 to 15 years, and when we get it back, we invest in other innovations that focus on change. I know it works. We've invested more than 50 million dollars in 50 companies, and those companies have brought another 200 million dollars into these forgotten markets. This year alone, they've delivered 40 million services like maternal health care and housing, emergency services, solar energy, so that people can have more dignity in solving their problems.Patient capital is uncomfortable for people searching for simple solutions, easy categories, because we don't see profit as a blunt instrument. But we find those entrepreneurs who put people and the planet before profit. And ultimately, we want to be part of a movement that is about measuring impact, measuring what is most important to us. And my dream is we'll have a world one day where we don't just honor those who take money and make more money from it, but we find those individuals who take our resources and convert it into changing the world in the most positive ways. And it's only when we honor them and celebrate them and give them status that the world will really change.Last May I had this extraordinary 24-hour period where I saw two visions of the world living side-by-side \u2014 one based on violence and the other on transcendence. I happened to be in Lahore, Pakistan on the day that two mosques were attacked by suicide bombers. And the reason these mosques were attacked is because the people praying inside were from a particular sect of Islam who fundamentalists don't believe are fully Muslim. And not only did those suicide bombers take a hundred lives, but they did more, because they created more hatred, more rage, more fear and certainly despair.But less than 24 hours, I was 13 miles away from those mosques, visiting one of our Acumen investees, an incredible man, Jawad Aslam, who dares to live a life of immersion. Born and raised in Baltimore, he studied real estate, worked in commercial real estate, and after 9/11 decided he was going to Pakistan to make a difference. For two years, he hardly made any money, a tiny stipend, but he apprenticed with this incredible housing developer named Tasneem Saddiqui. And he had a dream that he would build a housing community on this barren piece of land using patient capital, but he continued to pay a price. He stood on moral ground and refused to pay bribes. It took almost two years just to register the land. But I saw how the level of moral standard can rise from one person's action.Today, 2,000 people live in 300 houses in this beautiful community. And there's schools and clinics and shops. But there's only one mosque. And so I asked Jawad, ""How do you guys navigate? This is a really diverse community. Who gets to use the mosque on Fridays?"" He said, ""Long story. It was hard, it was a difficult road, but ultimately the leaders of the community came together, realizing we only have each other. And we decided that we would elect the three most respected imams, and those imams would take turns, they would rotate who would say Friday prayer. But the whole community, all the different sects, including Shi'a and Sunni, would sit together and pray.""We need that kind of moral leadership and courage in our worlds. We face huge issues as a world \u2014 the financial crisis, global warming and this growing sense of fear and otherness. And every day we have a choice. We can take the easier road, the more cynical road, which is a road based on sometimes dreams of a past that never really was, a fear of each other, distancing and blame. Or we can take the much more difficult path of transformation, transcendence, compassion and love, but also accountability and justice.I had the great honor of working with the child psychologist Dr. Robert Coles, who stood up for change during the Civil Rights movement in the United States. And he tells this incredible story about working with a little six-year-old girl named Ruby Bridges, the first child to desegregate schools in the South \u2014 in this case, New Orleans. And he said that every day this six-year-old, dressed in her beautiful dress, would walk with real grace through a phalanx of white people screaming angrily, calling her a monster, threatening to poison her \u2014 distorted faces. And every day he would watch her, and it looked like she was talking to the people. And he would say, ""Ruby, what are you saying?"" And she'd say, ""I'm not talking."" And finally he said, ""Ruby, I see that you're talking. What are you saying?"" And she said, ""Dr. Coles, I am not talking; I'm praying."" And he said, ""Well, what are you praying?"" And she said, ""I'm praying, 'Father, forgive them, for they know not what they are doing.'"" At age six, this child was living a life of immersion, and her family paid a price for it. But she became part of history and opened up this idea that all of us should have access to education.My final story is about a young, beautiful man named Josephat Byaruhanga, who was another Acumen Fund fellow, who hails from Uganda, a farming community. And we placed him in a company in Western Kenya, just 200 miles away. And he said to me at the end of his year, ""Jacqueline, it was so humbling, because I thought as a farmer and as an African I would understand how to transcend culture. But especially when I was talking to the African women, I sometimes made these mistakes \u2014 it was so hard for me to learn how to listen."" And he said, ""So I conclude that, in many ways, leadership is like a panicle of rice. Because at the height of the season, at the height of its powers, it's beautiful, it's green, it nourishes the world, it reaches to the heavens."" And he said, ""But right before the harvest, it bends over with great gratitude and humility to touch the earth from where it came.""We need leaders. We ourselves need to lead from a place that has the audacity to believe we can, ourselves, extend the fundamental assumption that all men are created equal to every man, woman and child on this planet. And we need to have the humility to recognize that we cannot do it alone. Robert Kennedy once said that ""few of us have the greatness to bend history itself, but each of us can work to change a small portion of events."" And it is in the total of all those acts that the history of this generation will be written. Our lives are so short, and our time on this planet is so precious, and all we have is each other. So may each of you live lives of immersion. They won't necessarily be easy lives, but in the end, it is all that will sustain us.Thank you.(Applause)" +1054718,65,"For the people of Kiribati, climate change isn't something to be debated, denied or legislated against -- it's an everyday reality. The low-lying Pacific island nation may soon be underwater, thanks to rising sea levels. In a personal conversation with TED Curator Chris Anderson, Kiribati President Anote Tong discusses his country's present climate catastrophe and its imperiled future. ""In order to deal with climate change, there's got to be sacrifice. There's got to be commitment,"" he says. ""We've got to tell people that the world has changed.""",1275,Mission Blue II,1444435200,22,Anote Tong,Anote Tong: My country will be underwater soon -- unless we work together,1,1447861608,"[{'id': 26, 'name': 'Obnoxious', 'count': 11}, {'id': 3, 'name': 'Courageous', 'count': 59}, {'id': 7, 'name': 'Funny', 'count': 8}, {'id': 24, 'name': 'Persuasive', 'count': 75}, {'id': 8, 'name': 'Informative', 'count': 115}, {'id': 10, 'name': 'Inspiring', 'count': 65}, {'id': 23, 'name': 'Jaw-dropping', 'count': 8}, {'id': 11, 'name': 'Longwinded', 'count': 12}, {'id': 25, 'name': 'OK', 'count': 32}, {'id': 1, 'name': 'Beautiful', 'count': 14}, {'id': 2, 'name': 'Confusing', 'count': 5}, {'id': 22, 'name': 'Fascinating', 'count': 24}, {'id': 21, 'name': 'Unconvincing', 'count': 10}, {'id': 9, 'name': 'Ingenious', 'count': 3}]","[{'id': 998, 'hero': 'https://pe.tedcdn.com/images/ted/210432_800x600.jpg', 'speaker': 'Greg Stone', 'title': 'Saving the ocean one island at a time', 'duration': 1035, 'slug': 'greg_stone_saving_the_ocean_one_island_at_a_time', 'viewed_count': 454326}, {'id': 2339, 'hero': 'https://pe.tedcdn.com/images/ted/f6879e1c78d4a069735bf745ecfede71ccf4a352_2880x1620.jpg', 'speaker': 'Alice Bows-Larkin', 'title': ""Climate change is happening. Here's how we adapt"", 'duration': 863, 'slug': 'alice_bows_larkin_we_re_too_late_to_prevent_climate_change_here_s_how_we_adapt', 'viewed_count': 1158020}, {'id': 2331, 'hero': 'https://pe.tedcdn.com/images/ted/64bbcc24af870d9b4e1768abe88e1fe041b02a6a_2880x1620.jpg', 'speaker': 'Mary Robinson', 'title': 'Why climate change is a threat to human rights', 'duration': 1307, 'slug': 'mary_robinson_why_climate_change_is_a_threat_to_human_rights', 'viewed_count': 1126462}, {'id': 2003, 'hero': 'https://pe.tedcdn.com/images/ted/a266f8898133812d6d648a28eae8e81690cbca10_1600x1200.jpg', 'speaker': 'Jackie Savitz', 'title': 'Save the oceans, feed the world!', 'duration': 670, 'slug': 'jackie_savitz_save_the_oceans_feed_the_world', 'viewed_count': 1182982}, {'id': 1373, 'hero': 'https://pe.tedcdn.com/images/ted/00034c096ad0e1cb38b679db2737997644be5afe_800x600.jpg', 'speaker': 'Daniel Pauly', 'title': ""The ocean's shifting baseline"", 'duration': 542, 'slug': 'daniel_pauly_the_ocean_s_shifting_baseline', 'viewed_count': 224774}, {'id': 1303, 'hero': 'https://pe.tedcdn.com/images/ted/806b4c5fea090af91b2c1b0d56d904adace109d6_800x600.jpg', 'speaker': 'Pavan Sukhdev', 'title': 'Put a value on nature!', 'duration': 991, 'slug': 'pavan_sukhdev_what_s_the_price_of_nature', 'viewed_count': 633730}]",President of the Republic of Kiribati,"['big problems', 'climate change', 'environment', 'fish', 'future', 'global issues', 'humanity', 'mission blue', 'natural disaster', 'oceans', 'policy', 'pollution', 'science', 'social change']",My country will be underwater soon -- unless we work together,"https://www.ted.com/talks/anote_tong_my_country_will_be_underwater_soon_unless_we_work_together +","Chris Anderson: Perhaps we could start by just telling us about your country. It's three dots there on the globe. Those dots are pretty huge. I think each one is about the size of California. Tell us about Kiribati.Anote Tong: Well, let me first begin by saying how deeply grateful I am for this opportunity to share my story with people who do care. I think I've been sharing my story with a lot of people who don't care too much. But Kiribati is comprised of three groups of islands: the Gilbert Group on the west, we have the Phoenix Islands in the middle, and the Line Islands in the east. And quite frankly, Kiribati is perhaps the only country that is actually in the four corners of the world, because we are in the Northern Hemisphere, in the Southern Hemisphere, and also in the east and the west of the International Date Line. These islands are entirely made up of coral atolls, and on average about two meters above sea level. And so this is what we have. Usually not more than two kilometers in width. And so, on many occasions, I've been asked by people, ""You know, you're suffering, why don't you move back?"" They don't understand. They have no concept of what it is that's involved. With the rising sea, they say, ""Well, you can move back."" And so this is what I tell them. If we move back, we will fall off on the other side of the ocean. OK? But these are the kinds of issues that people don't understand.CA: So certainly this is just a picture of fragility there. When was it that you yourself realized that there might be impending peril for your country?AT: Well, the story of climate change has been one that has been going on for quite a number of decades. And when I came into office in 2003, I began talking about climate change at the United Nations General Assembly, but not with so much passion, because then there was still this controversy among the scientists whether it was human-induced, whether it was real or it wasn't. But I think that that debate was fairly much concluded in 2007 with the Fourth Assessment Report of the IPCC, which made a categorical statement that it is real, it's human-induced, and it's predicting some very serious scenarios for countries like mine. And so that's when I got very serious. In the past, I talked about it. We were worried. But when the scenarios, the predictions came in 2007, it became a real issue for us.CA: Now, those predictions are, I think, that by 2100, sea levels are forecast to rise perhaps three feet. There's scenarios where it's higher than that, for sure, but what would you say to a skeptic who said, ""What's three feet? You're on average six feet above sea level. What's the problem?""AT: Well, I think it's got to be understood that a marginal rise in sea level would mean a loss of a lot of land, because much of the land is low. And quite apart from that, we are getting the swells at the moment. So it's not about getting two feet. I think what many people do not understand is they think climate change is something that is happening in the future. Well, we're at the very bottom end of the spectrum. It's already with us. We have communities who already have been dislocated. They have had to move, and every parliament session, I'm getting complaints from different communities asking for assistance to build seawalls, to see what we can do about the freshwater lens because it's being destroyed, and so in my trips to the different islands, I'm seeing evidence of communities which are now having to cope with the loss of food crops, the contamination of the water lenses, and I see these communities perhaps leaving, having to relocate, within five to 10 years.CA: And then, I think the country suffered its first cyclone, and this is connected, yes? What happened here?AT: Well, we're on the equator, and I'm sure many of you understand that when you're on the equator, it's supposed to be in the doldrums. We're not supposed to get the cyclones. We create them, and then we send them either north or south.(Laughter)But they aren't supposed to come back. But for the first time, at the beginning of this year, the Cyclone Pam, which destroyed Vanuatu, and in the process, the very edges of it actually touched our two southernmost islands, and all of Tuvalu was underwater when Hurricane Pam struck. But for our two southernmost islands, we had waves come over half the island, and so this has never happened before. It's a new experience. And I've just come back from my own constituency, and I've seen these beautiful trees which had been there for decades, they've been totally destroyed. So this is what's happening, but when we talk about the rising sea level, we think it's something that happens gradually. It comes with the winds, it comes with the swells, and so they can be magnified, but what we are beginning to witness is the change in the weather pattern, which is perhaps the more urgent challenge that we will face sooner than perhaps the rising sea level.CA: So the country is already seeing effects now. As you look forward, what are your options as a country, as a nation?AT: Well, I've been telling this story every year. I think I visit a number of \u2014 I've been traveling the world to try and get people to understand. We have a plan, we think we have a plan. And on one occasion, I think I spoke in Geneva and there was a gentleman who was interviewing me on something like this, and I said, ""We are looking at floating islands,"" and he thought it was funny, but somebody said, ""No, this is not funny. These people are looking for solutions."" And so I have been looking at floating islands. The Japanese are interested in building floating islands.But, as a country, we have made a commitment that no matter what happens, we will try as much as possible to stay and continue to exist as a nation. What that will take, it's going to be something quite significant, very, very substantial. Either we live on floating islands, or we have to build up the islands to continue to stay out of the water as the sea level rises and as the storms get more severe. But even that, it's going to be very, very difficult to get the kind of resourcing that we would need.CA: And then the only recourse is some form of forced migration.AT: Well, we are also looking at that because in the event that nothing comes forward from the international community, we are preparing, we don't want to be caught like what's happening in Europe. OK? We don't want to mass migrate at some point in time. We want to be able to give the people the choice today, those who choose and want to do that, to migrate. We don't want something to happen that they are forced to migrate without having been prepared to do so. Of course, our culture is very different, our society is very different, and once we migrate into a different environment, a different culture, there's a whole lot of adjustments that are required.CA: Well, there's forced migration in your country's past, and I think just this week, just yesterday or the day before yesterday, you visited these people. What happened here? What's the story here?AT: Yes, and I'm sorry, I think somebody was asking why we were sneaking off to visit that place. I had a very good reason, because we have a community of Kiribati people living in that part of the Solomon Islands, but these were people who were relocated from the Phoenix Islands, in fact, in the 1960s. There was serious drought, and the people could not continue to live on the island, and so they were moved to live here in the Solomon Islands. And so yesterday it was very interesting to meet with these people. They didn't know who I was. They hadn't heard of me. Some of them later recognized me, but I think they were very happy. Later they really wanted to have the opportunity to welcome me formally. But I think what I saw yesterday was very interesting because here I see our people. I spoke in our language, and of course they spoke back, they replied, but their accent, they are beginning not to be able to speak Kiribati properly. I saw them, there was this lady with red teeth. She was chewing betel nuts, and it's not something we do in Kiribati. We don't chew betel nuts. I met also a family who have married the local people here, and so this is what is happening. As you go into another community, there are bound to be changes. There is bound to be a certain loss of identity, and this is what we will be looking for in the future if and when we do migrate.CA: It must have been just an extraordinarily emotional day because of these questions about identity, the joy of seeing you and perhaps an emphasized sense of what they had lost. And it's very inspiring to hear you say you're going to fight to the end to try to preserve the nation in a location.AT: This is our wish. Nobody wants ever to leave their home, and so it's been a very difficult decision for me. As a leader, you don't make plans to leave your island, your home, and so I've been asked on a number of occasions, ""So how do you feel?"" And it doesn't feel good at all. It's an emotional thing, and I've tried to live with it, and I know that on occasions, I'm accused of not trying to solve the problem because I can't solve the problem. It's something that's got to be done collectively.Climate change is a global phenomenon, and as I've often argued, unfortunately, the countries, when we come to the United Nations \u2014 I was in a meeting with the Pacific Island Forum countries where Australia and New Zealand are also members, and we had an argument. There was a bit of a story in the news because they were arguing that to cut emissions, it would be something that they're unable to do because it would affect the industries. And so here I was saying, OK, I hear you, I understand what you're saying, but try also to understand what I'm saying because if you do not cut your emissions, then our survival is on the line. And so it's a matter for you to weigh this, these moral issues. It's about industry as opposed to the survival of a people.CA: You know, I ask you yesterday what made you angry, and you said, ""I don't get angry."" But then you paused. I think this made you angry.AT: I'd refer you to my earlier statement at the United Nations. I was very angry, very frustrated and then depressed. There was a sense of futility that we are fighting a fight that we have no hope of winning. I had to change my approach. I had to become more reasonable because I thought people would listen to somebody who was rational, but I remain radically rational, whatever that is.(Laughter)CA: Now, a core part of your nation's identity is fishing. I think you said pretty much everyone is involved in fishing in some way.AT: Well, we eat fish every day, every day, and I think there is no doubt that our rate of consumption of fish is perhaps the highest in the world. We don't have a lot of livestock, so it's fish that we depend on.CA: So you're dependent on fish, both at the local level and for the revenues that the country receives from the global fishing business for tuna, and yet despite that, a few years ago you took a very radical step. Can you tell us about that? I think something happened right here in the Phoenix Islands.AT: Let me give some of the background of what fish means for us. We have one of the largest tuna fisheries remaining in the world. In the Pacific, I think we own something like 60 percent of the remaining tuna fisheries, and it remains relatively healthy for some species, but not all. And Kiribati is one of the three major resource owners, tuna resource owners. And at the moment, we have been getting something like 80 to 90 percent of our revenue from access fees, license fees.CA: Of your national revenue.AT: National revenue, which drives everything that we do in governments, hospitals, schools and what have you. But we decided to close this, and it was a very difficult decision. I can assure you, politically, locally, it was not easy, but I was convinced that we had to do this in order to ensure that the fishery remains sustainable. There had been some indications that some of the species, in particular the bigeye, was under serious threat. The yellowfin was also heavily fished. Skipjack remains healthy. And so we had to do something like that, and so that was the reason I did that. Another reason why I did that was because I had been asking the international community that in order to deal with climate change, in order to fight climate change, there has got to be sacrifice, there has got to be commitment. So in asking the international community to make a sacrifice, I thought we ourselves need to make that sacrifice. And so we made the sacrifice. And forgoing commercial fishing in the Phoenix Islands protected area would mean a loss of revenue. We are still trying to assess what that loss would be because we actually closed it off at the beginning of this year, and so we will see by the end of this year what it means in terms of the lost revenue.CA: So there's so many things playing into this. On the one hand, it may prompt healthier fisheries. I mean, how much are you able to move the price up that you charge for the remaining areas?AT: The negotiations have been very difficult, but we have managed to raise the cost of a vessel day. For any vessel to come in to fish for a day, we have raised the fee from \u2014 it was $6,000 and $8,000, now to $10,000, $12,000 per vessel day. And so there's been that significant increase. But at the same time, what's important to note is, whereas in the past these fishing boats might be fishing in a day and maybe catch 10 tons, now they're catching maybe 100 tons because they've become so efficient. And so we've got to respond likewise. We've got to be very, very careful because the technology has so improved. There was a time when the Brazilian fleet moved from the Atlantic to the Pacific. They couldn't. They started experimenting if they could, per se. But now they've got ways of doing it, and they've become so efficient.CA: Can you give us a sense of what it's like in those negotiations? Because you're up against companies that have hundreds of millions of dollars at stake, essentially. How do you hold the line? Is there any advice you can give to other leaders who are dealing with the same companies about how to get the most for your country, get the most for the fish? What advice would you give?AT: Well, I think we focus too often on licensing in order to get the rate of return, because what we are getting from license fees is about 10 percent of the landed value of the catch on the side of the wharf, not in the retail shops. And we only get about 10 percent. What we have been trying to do over the years is actually to increase our participation in the industry, in the harvesting, in the processing, and eventually, hopefully, the marketing. They're not easy to penetrate, but we are working towards that, and yes, the answer would be to enhance. In order to increase our rate of return, we have to become more involved. And so we've started doing that, and we have to restructure the industry. We've got to tell these people that the world has changed. Now we want to produce the fish ourselves.CA: And meanwhile, for your local fishermen, they are still able to fish, but what is business like for them? Is it getting harder? Are the waters depleted? Or is that being run on a sustainable basis?AT: For the artisanal fishery, we do not participate in the commercial fishing activity except only to supply the domestic market. The tuna fishery is really entirely for the foreign market, mostly here in the US, Europe, Japan. So I am a fisherman, very much, and I used to be able to catch yellowfin. Now it's very, very rare to be able to catch yellowfin because they are being lifted out of the water by the hundreds of tons by these purse seiners.CA: So here's a couple of beautiful girls from your country. I mean, as you think about their future, what message would you have for them and what message would you have for the world?AT: Well, I've been telling the world that we really have to do something about what is happening to the climate because for us, it's about the future of these children. I have 12 grandchildren, at least. I think I have 12, my wife knows.(Laughter)And I think I have eight children. It's about their future. Every day I see my grandchildren, about the same age as these young girls, and I do wonder, and I get angry sometimes, yes I do. I wonder what is to become of them. And so it's about them that we should be telling everybody, that it's not about their own national interest, because climate change, regrettably, unfortunately, is viewed by many countries as a national problem. It's not. And this is the argument we got into recently with our partners, the Australians and New Zealanders, because they said, ""We can't cut any more."" This is what one of the leaders, the Australian leader, said, that we've done our part, we are cutting back. I said, What about the rest? Why don't you keep it? If you could keep the rest of your emissions within your boundaries, within your borders, we'd have no question. You can go ahead as much as you like. But unfortunately, you're sending it our way, and it's affecting the future of our children. And so surely I think that is the heart of the problem of climate change today.We will be meeting in Paris at the end of this year, but until we can think of this as a global phenomenon, because we create it, individually, as nations, but it affects everybody else, and yet, we refuse to do anything about it, and we deal with it as a national problem, which it is not \u2014 it is a global issue, and it's got to be dealt with collectively.CA: People are incredibly bad at responding to graphs and numbers, and we shut our minds to it. Somehow, to people, we're slightly better at responding to that sometimes. And it seems like it's very possible that your nation, despite, actually because of the intense problems you face, you may yet be the warning light to the world that shines most visibly, most powerfully. I just want to thank you, I'm sure, on behalf of all of us, for your extraordinary leadership and for being here.Mr. President, thank you so much.AT: Thank you.(Applause)" +1854997,473,"In this talk from RSA Animate, Sir Ken Robinson lays out the link between 3 troubling trends: rising drop-out rates, schools' dwindling stake in the arts, and ADHD. An important, timely talk for parents and teachers.",700,RSA Animate,1287014400,0,Ken Robinson,Ken Robinson: Changing education paradigms,1,1292773140,"[{'id': 24, 'name': 'Persuasive', 'count': 1452}, {'id': 8, 'name': 'Informative', 'count': 1460}, {'id': 22, 'name': 'Fascinating', 'count': 1364}, {'id': 10, 'name': 'Inspiring', 'count': 1803}, {'id': 2, 'name': 'Confusing', 'count': 27}, {'id': 3, 'name': 'Courageous', 'count': 330}, {'id': 9, 'name': 'Ingenious', 'count': 893}, {'id': 23, 'name': 'Jaw-dropping', 'count': 634}, {'id': 7, 'name': 'Funny', 'count': 574}, {'id': 1, 'name': 'Beautiful', 'count': 280}, {'id': 25, 'name': 'OK', 'count': 118}, {'id': 11, 'name': 'Longwinded', 'count': 22}, {'id': 21, 'name': 'Unconvincing', 'count': 41}, {'id': 26, 'name': 'Obnoxious', 'count': 34}]","[{'id': 865, 'hero': 'https://pe.tedcdn.com/images/ted/172559_800x600.jpg', 'speaker': 'Ken Robinson', 'title': 'Bring on the learning revolution!', 'duration': 1008, 'slug': 'sir_ken_robinson_bring_on_the_revolution', 'viewed_count': 7266355}]",Author/educator,"['TED Brain Trust', 'business', 'children', 'disease', 'economics', 'education', 'history', 'medicine', 'money', 'psychology']",Changing education paradigms,"https://www.ted.com/talks/ken_robinson_changing_education_paradigms +",nan diff --git a/test/data/csv/dirty.csv b/test/data/csv/dirty.csv new file mode 100644 index 0000000..a91a8c2 --- /dev/null +++ b/test/data/csv/dirty.csv @@ -0,0 +1,22 @@ +t,23,111111,888888888888,123.456,9.999999999,6.78,6.6666666666666666666666666666,a ,bcd,this is ml test table,2019-10-09,20:22:02,2019-10-09 20:22:02,2019-10-09 12:22:02+00,-14 days +,23,111111,888888888888,123.456,9.999999999,6.78,6.6666666666666666666666666666,\n,bcd~,"this is, ml test\n table",2019-10-09,20:22:02,2019-10-09 20:22:02,2019-10-09 12:22:02+00,-14 days +t,,222222,888888888888,123.456,9.999999999,6.78,6.6666666666666666666666666666,", ",bcd,this is ml test table,2019-10-09,20:22:02,2019-10-09 20:22:02,2019-10-09 12:22:02+00,28 days +t,23,,888888888888,123.456,9.999999999,6.78,6.6666666666666666666666666666,//,bcd,this is ml 'test table ,2019-10-09,20:22:02,2019-10-09 20:22:02,2019-10-09 12:22:02+00,28 days +t,23,222222,,123.456,9.999999999,6.80,6.6666666666666666666666666666, , ,"this is ""ml test"" table ",2019-10-09,20:22:02,2019-10-09 20:22:02,2019-10-09 12:22:02+00,1 year +t,23,222222,0,,9.999999999,6.80,6.6666666666666666666666666666,\\,",","this, is. ""ml test"" \\\ntable ",2019-10-09,20:22:02,2019-10-09 20:22:02,2019-10-09 12:22:02+00,1 year +t,23,111111,888888888888,123.456,,6.78,6.6666666666666666666666666666,a ,bcd,this is ml test table,2019-10-09,00:00:00,2019-10-09 20:22:02,2019-10-09 12:22:02+00,-3 days +t,23,111111,888888888888,123.456,9.999999999,,6.6666666666666666666666666666,' ,\\,this is ~~~ ml test table,2019-10-09,20:22:02,2019-10-09 20:22:02,2019-10-09 12:22:02+00,-14 days +t,23,111111,888888888888,123.456,9.999999999,6.78,,"""""","",this is ml test table,2019-10-09,20:22:02,2019-10-09 20:22:02,2019-10-09 12:22:02+00,-14 days +t,23,111111,888888888888,123.456,9.999999999,6.78,6.6666666666666666666666666666,,"""""","this is""'""// ml test table",2019-10-09,20:22:02,2019-10-09 20:22:02,2019-10-09 12:22:02+00,-14 days +t,23,111111,888888888888,123.456,9.999999999,6.78,6.6666666666666666666666666666, ,,"this is ml test table""""",2019-10-09,20:22:02,2019-10-09 20:22:02,2019-10-09 12:22:02+00,-14 days +t,23,111111,888888888888,123.456,9.999999999,6.78,6.6666666666666666666666666666, ,bc/d,,2019-10-09,20:22:02,2019-10-09 20:22:02,2019-10-09 12:22:02+00,02:00:00 +t,23,111111,888888888888,123.456,9.999999999,6.78,6.6666666666666666666666666666,\n,bcd\n,this is ml test table\n,,20:22:02,2019-10-09 20:22:02,2019-10-09 12:22:02+00,-14 days +t,23,111111,888888888888,123.456,9.999999999,6.78,6.6666666666666666666666666666,a ,bcd ,this is ml test table ,2019-10-09,,2019-10-09 20:22:02,2019-10-09 12:22:02+00,-14 days +t,23,111111,888888888888,123.456,9.999999999,6.78,6.6666666666666666666666666666,a;,bcd;,this is ml test table;,2019-10-09,20:22:02,,2019-10-09 12:22:02+00,-14 days +t,23,111111,888888888888,123.456,9.999999999,6.78,6.6666666666666666666666666666,あ ,あいう,this is あいう ml test table,2019-10-09,20:22:02,2019-10-09 20:22:02,,-14 days +t,23,111111,888888888888,123.456,9.999999999,6.78,6.6666666666666666666666666666,好 ,可变字符,this is ml 测试 table,2019-10-09,20:22:02,2019-10-09 20:22:02,2019-10-09 12:22:02+00, +t,23,111111,888888888888,123.456,9.999999999,6.78,6.6666666666666666666666666666,", "," +bcdf +","this is + ml test ' table \",2019-10-09,20:22:02,2019-10-09 20:22:02,2019-10-09 12:22:02+00,-14 days +t,23,111111,888888888888,123.456,9.999999999,6.78,6.6666666666666666666666666666,", ",\bcdf',"this is "" "" ml test ' table //",2019-10-09,20:22:02,2019-10-09 20:22:02,2019-10-09 12:22:02+00,-14 days diff --git a/test/data/csv/invalid.csv b/test/data/csv/invalid.csv new file mode 100644 index 0000000..7cd8979 --- /dev/null +++ b/test/data/csv/invalid.csv @@ -0,0 +1,8 @@ +1,2,3,4 +5,6,7,8 +9,10,11,12 +13,14,15,16,extra +17,18,19,20 +21,22,23,24 +25,26,27,28 +29,30,31,32 \ No newline at end of file diff --git a/test/data/csv/kc_house_data.csv b/test/data/csv/kc_house_data.csv new file mode 100644 index 0000000..389a3d3 --- /dev/null +++ b/test/data/csv/kc_house_data.csv @@ -0,0 +1,38228 @@ +"7129300520","20141013T000000",221900,3,1,1180,5650,"1",0,0,3,7,1180,0,1955,0,"98178",47.5112,-122.257,1340,5650 +"6414100192","20141209T000000",538000,3,2.25,2570,7242,"2",0,0,3,7,2170,400,1951,1991,"98125",47.721,-122.319,1690,7639 +"5631500400","20150225T000000",180000,2,1,770,10000,"1",0,0,3,6,770,0,1933,0,"98028",47.7379,-122.233,2720,8062 +"2487200875","20141209T000000",604000,4,3,1960,5000,"1",0,0,5,7,1050,910,1965,0,"98136",47.5208,-122.393,1360,5000 +"1954400510","20150218T000000",510000,3,2,1680,8080,"1",0,0,3,8,1680,0,1987,0,"98074",47.6168,-122.045,1800,7503 +"7237550310","20140512T000000",1.225e+006,4,4.5,5420,101930,"1",0,0,3,11,3890,1530,2001,0,"98053",47.6561,-122.005,4760,101930 +"1321400060","20140627T000000",257500,3,2.25,1715,6819,"2",0,0,3,7,1715,0,1995,0,"98003",47.3097,-122.327,2238,6819 +"2008000270","20150115T000000",291850,3,1.5,1060,9711,"1",0,0,3,7,1060,0,1963,0,"98198",47.4095,-122.315,1650,9711 +"2414600126","20150415T000000",229500,3,1,1780,7470,"1",0,0,3,7,1050,730,1960,0,"98146",47.5123,-122.337,1780,8113 +"3793500160","20150312T000000",323000,3,2.5,1890,6560,"2",0,0,3,7,1890,0,2003,0,"98038",47.3684,-122.031,2390,7570 +"1736800520","20150403T000000",662500,3,2.5,3560,9796,"1",0,0,3,8,1860,1700,1965,0,"98007",47.6007,-122.145,2210,8925 +"9212900260","20140527T000000",468000,2,1,1160,6000,"1",0,0,4,7,860,300,1942,0,"98115",47.69,-122.292,1330,6000 +"0114101516","20140528T000000",310000,3,1,1430,19901,"1.5",0,0,4,7,1430,0,1927,0,"98028",47.7558,-122.229,1780,12697 +"6054650070","20141007T000000",400000,3,1.75,1370,9680,"1",0,0,4,7,1370,0,1977,0,"98074",47.6127,-122.045,1370,10208 +"1175000570","20150312T000000",530000,5,2,1810,4850,"1.5",0,0,3,7,1810,0,1900,0,"98107",47.67,-122.394,1360,4850 +"9297300055","20150124T000000",650000,4,3,2950,5000,"2",0,3,3,9,1980,970,1979,0,"98126",47.5714,-122.375,2140,4000 +"1875500060","20140731T000000",395000,3,2,1890,14040,"2",0,0,3,7,1890,0,1994,0,"98019",47.7277,-121.962,1890,14018 +"6865200140","20140529T000000",485000,4,1,1600,4300,"1.5",0,0,4,7,1600,0,1916,0,"98103",47.6648,-122.343,1610,4300 +"0016000397","20141205T000000",189000,2,1,1200,9850,"1",0,0,4,7,1200,0,1921,0,"98002",47.3089,-122.21,1060,5095 +"7983200060","20150424T000000",230000,3,1,1250,9774,"1",0,0,4,7,1250,0,1969,0,"98003",47.3343,-122.306,1280,8850 +"6300500875","20140514T000000",385000,4,1.75,1620,4980,"1",0,0,4,7,860,760,1947,0,"98133",47.7025,-122.341,1400,4980 +"2524049179","20140826T000000",2e+006,3,2.75,3050,44867,"1",0,4,3,9,2330,720,1968,0,"98040",47.5316,-122.233,4110,20336 +"7137970340","20140703T000000",285000,5,2.5,2270,6300,"2",0,0,3,8,2270,0,1995,0,"98092",47.3266,-122.169,2240,7005 +"8091400200","20140516T000000",252700,2,1.5,1070,9643,"1",0,0,3,7,1070,0,1985,0,"98030",47.3533,-122.166,1220,8386 +"3814700200","20141120T000000",329000,3,2.25,2450,6500,"2",0,0,4,8,2450,0,1985,0,"98030",47.3739,-122.172,2200,6865 +"1202000200","20141103T000000",233000,3,2,1710,4697,"1.5",0,0,5,6,1710,0,1941,0,"98002",47.3048,-122.218,1030,4705 +"1794500383","20140626T000000",937000,3,1.75,2450,2691,"2",0,0,3,8,1750,700,1915,0,"98119",47.6386,-122.36,1760,3573 +"3303700376","20141201T000000",667000,3,1,1400,1581,"1.5",0,0,5,8,1400,0,1909,0,"98112",47.6221,-122.314,1860,3861 +"5101402488","20140624T000000",438000,3,1.75,1520,6380,"1",0,0,3,7,790,730,1948,0,"98115",47.695,-122.304,1520,6235 +"1873100390","20150302T000000",719000,4,2.5,2570,7173,"2",0,0,3,8,2570,0,2005,0,"98052",47.7073,-122.11,2630,6026 +"8562750320","20141110T000000",580500,3,2.5,2320,3980,"2",0,0,3,8,2320,0,2003,0,"98027",47.5391,-122.07,2580,3980 +"2426039314","20141201T000000",280000,2,1.5,1190,1265,"3",0,0,3,7,1190,0,2005,0,"98133",47.7274,-122.357,1390,1756 +"0461000390","20140624T000000",687500,4,1.75,2330,5000,"1.5",0,0,4,7,1510,820,1929,0,"98117",47.6823,-122.368,1460,5000 +"7589200193","20141110T000000",535000,3,1,1090,3000,"1.5",0,0,4,8,1090,0,1929,0,"98117",47.6889,-122.375,1570,5080 +"7955080270","20141203T000000",322500,4,2.75,2060,6659,"1",0,0,3,7,1280,780,1981,0,"98058",47.4276,-122.157,2020,8720 +"9547205180","20140613T000000",696000,3,2.5,2300,3060,"1.5",0,0,3,8,1510,790,1930,2002,"98115",47.6827,-122.31,1590,3264 +"9435300030","20140528T000000",550000,4,1,1660,34848,"1",0,0,1,5,930,730,1933,0,"98052",47.6621,-122.132,2160,11467 +"2768000400","20141230T000000",640000,4,2,2360,6000,"2",0,0,4,8,2360,0,1904,0,"98107",47.6702,-122.362,1730,4700 +"7895500070","20150213T000000",240000,4,1,1220,8075,"1",0,0,2,7,890,330,1969,0,"98001",47.3341,-122.282,1290,7800 +"2078500320","20140620T000000",605000,4,2.5,2620,7553,"2",0,0,3,8,2620,0,1996,0,"98056",47.5301,-122.18,2620,11884 +"5547700270","20140715T000000",625000,4,2.5,2570,5520,"2",0,0,3,9,2570,0,2000,0,"98074",47.6145,-122.027,2470,5669 +"7766200013","20140811T000000",775000,4,2.25,4220,24186,"1",0,0,3,8,2600,1620,1984,0,"98166",47.445,-122.347,2410,30617 +"7203220400","20140707T000000",861990,5,2.75,3595,5639,"2",0,0,3,9,3595,0,2014,0,"98053",47.6848,-122.016,3625,5639 +"9270200160","20141028T000000",685000,3,1,1570,2280,"2",0,0,3,7,1570,0,1922,0,"98119",47.6413,-122.364,1580,2640 +"1432701230","20140729T000000",309000,3,1,1280,9656,"1",0,0,4,6,920,360,1959,0,"98058",47.4485,-122.175,1340,8808 +"8035350320","20140718T000000",488000,3,2.5,3160,13603,"2",0,0,3,8,3160,0,2003,0,"98019",47.7443,-121.977,3050,9232 +"8945200830","20150325T000000",210490,3,1,990,8528,"1",0,0,3,6,990,0,1966,0,"98023",47.3066,-122.371,1228,8840 +"4178300310","20140716T000000",785000,4,2.5,2290,13416,"2",0,0,4,9,2290,0,1981,0,"98007",47.6194,-122.151,2680,13685 +"9215400105","20150428T000000",450000,3,1.75,1250,5963,"1",0,0,4,7,1250,0,1953,0,"98115",47.6796,-122.301,970,5100 +"0822039084","20150311T000000",1.35e+006,3,2.5,2753,65005,"1",1,2,5,9,2165,588,1953,0,"98070",47.4041,-122.451,2680,72513 +"5245600105","20140916T000000",228000,3,1,1190,9199,"1",0,0,3,7,1190,0,1955,0,"98148",47.4258,-122.322,1190,9364 +"7231300125","20150217T000000",345000,5,2.5,3150,9134,"1",0,0,4,8,1640,1510,1966,0,"98056",47.4934,-122.189,1990,9133 +"7518505990","20141231T000000",600000,3,1.75,1410,4080,"1",0,0,4,7,1000,410,1950,0,"98117",47.6808,-122.384,1410,4080 +"3626039271","20150205T000000",585000,2,1.75,1980,8550,"1",0,0,3,7,990,990,1981,0,"98117",47.6989,-122.369,1480,6738 +"4217401195","20150303T000000",920000,5,2.25,2730,6000,"1.5",0,0,3,8,2130,600,1927,0,"98105",47.6571,-122.281,2730,6000 +"9822700295","20140512T000000",885000,4,2.5,2830,5000,"2",0,0,3,9,2830,0,1995,0,"98105",47.6597,-122.29,1950,5000 +"9478500640","20140819T000000",292500,4,2.5,2250,4495,"2",0,0,3,7,2250,0,2008,0,"98042",47.3663,-122.114,2250,4500 +"2799800710","20150407T000000",301000,3,2.5,2420,4750,"2",0,0,3,8,2420,0,2003,0,"98042",47.3663,-122.122,2690,4750 +"7922800400","20140827T000000",951000,5,3.25,3250,14342,"2",0,4,4,8,3250,0,1968,0,"98008",47.588,-122.116,2960,11044 +"8079040320","20150223T000000",430000,4,3,1850,9976,"2",0,0,3,8,1850,0,1991,0,"98059",47.5059,-122.149,2270,8542 +"1516000055","20141210T000000",650000,3,2.25,2150,21235,"1",0,3,4,8,1590,560,1959,0,"98166",47.4336,-122.339,2570,18900 +"9558200045","20140828T000000",289000,3,1.75,1260,8400,"1",0,0,3,7,1260,0,1954,0,"98148",47.4366,-122.335,1290,8750 +"5072410070","20141021T000000",505000,3,1.75,2519,8690,"2",0,0,5,8,2519,0,1973,0,"98166",47.4428,-122.344,2500,9500 +"9528102996","20141207T000000",549000,3,1.75,1540,1044,"3",0,0,3,8,1540,0,2014,0,"98115",47.6765,-122.32,1580,3090 +"1189001180","20140603T000000",425000,3,2.25,1660,6000,"1",0,0,3,7,1110,550,1979,0,"98122",47.6113,-122.297,1440,4080 +"3253500160","20141120T000000",317625,3,2.75,2770,3809,"1.5",0,0,5,7,1770,1000,1925,0,"98144",47.5747,-122.304,1440,4000 +"3394100030","20140909T000000",975000,4,2.5,2720,11049,"2",0,0,3,10,2720,0,1989,0,"98004",47.5815,-122.192,2750,11049 +"3717000160","20141009T000000",287000,4,2.5,2240,4648,"2",0,0,3,7,2240,0,2005,0,"98001",47.3378,-122.257,2221,4557 +"1274500060","20140825T000000",204000,3,1,1000,12070,"1",0,0,4,7,1000,0,1968,0,"98042",47.3621,-122.11,1010,12635 +"1802000060","20140612T000000",1.325e+006,5,2.25,3200,20158,"1",0,0,3,8,1600,1600,1965,0,"98004",47.6303,-122.215,3390,20158 +"1525059190","20140912T000000",1.04e+006,5,3.25,4770,50094,"1",0,0,4,11,3070,1700,1973,0,"98005",47.6525,-122.16,3530,38917 +"1049000060","20150105T000000",325000,3,2,1260,5612,"1",0,0,4,7,1260,0,1972,0,"98034",47.7362,-122.179,1640,4745 +"8820901275","20140610T000000",571000,4,2,2750,7807,"1.5",0,0,5,7,2250,500,1916,0,"98125",47.7168,-122.287,1510,7807 +"5416510140","20140710T000000",360000,4,2.5,2380,5000,"2",0,0,3,8,2380,0,2005,0,"98038",47.3608,-122.036,2420,5000 +"3444100400","20150316T000000",349000,3,1.75,1790,50529,"1",0,0,5,7,1090,700,1965,0,"98042",47.3511,-122.073,1940,50529 +"3276920270","20141105T000000",832500,4,4,3430,35102,"2",0,0,4,10,2390,1040,1986,0,"98075",47.5822,-121.987,3240,35020 +"4036801170","20141013T000000",380000,4,1.75,1760,7300,"1",0,0,3,7,880,880,1956,0,"98008",47.6034,-122.125,1680,7500 +"2391600320","20150420T000000",480000,3,1,1040,5060,"1",0,0,3,7,1040,0,1941,0,"98116",47.5636,-122.394,890,5060 +"6300000287","20140609T000000",410000,3,1,1410,5060,"1",0,0,4,7,910,500,1956,0,"98133",47.7073,-122.34,1130,5693 +"1531000030","20150323T000000",720000,4,2.5,3450,39683,"2",0,0,3,10,3450,0,2002,0,"98010",47.342,-122.025,3350,39750 +"5104520400","20141202T000000",390000,3,2.5,2350,5100,"2",0,0,3,8,2350,0,2003,0,"98038",47.3512,-122.008,2350,5363 +"7437100340","20141222T000000",360000,4,2.5,1900,5889,"2",0,0,3,7,1900,0,1992,0,"98038",47.349,-122.031,1870,6405 +"9418400240","20141028T000000",355000,2,1,2020,6720,"1",0,0,3,7,1010,1010,1948,0,"98118",47.5474,-122.291,1720,6720 +"1523059105","20150128T000000",356000,3,1.5,1680,8712,"1",0,0,3,8,1680,0,1964,0,"98059",47.4811,-122.149,1850,8797 +"1133000671","20140602T000000",315000,3,1,960,6634,"1",0,0,3,6,960,0,1952,0,"98125",47.7264,-122.31,1570,7203 +"4232902595","20141114T000000",940000,3,1.5,2140,3600,"2",0,0,3,9,1900,240,1925,0,"98119",47.6337,-122.365,2020,4800 +"2599001200","20141103T000000",305000,5,2.25,2660,8400,"1.5",0,0,5,7,2660,0,1961,0,"98092",47.2909,-122.189,1590,8165 +"3342103156","20140618T000000",461000,3,3.25,2770,6278,"2",0,0,3,9,1980,790,2006,0,"98056",47.5228,-122.199,1900,7349 +"1332700270","20140519T000000",215000,2,2.25,1610,2040,"2",0,0,4,7,1610,0,1979,0,"98056",47.518,-122.194,1950,2025 +"3869900162","20140904T000000",335000,2,1.75,1030,1066,"2",0,0,3,7,765,265,2006,0,"98136",47.5394,-122.387,1030,1106 +"2791500270","20140522T000000",243500,4,2.5,1980,7403,"2",0,0,3,7,1980,0,1988,0,"98023",47.2897,-122.372,1980,7510 +"5036300431","20150311T000000",1.09988e+006,5,2.75,3520,6353,"2",0,0,4,10,3520,0,2001,0,"98199",47.6506,-122.391,2520,6250 +"4168000060","20150226T000000",153000,3,1,1200,10500,"1",0,0,3,7,1200,0,1962,0,"98023",47.322,-122.351,1350,10500 +"6021501535","20140725T000000",430000,3,1.5,1580,5000,"1",0,0,3,8,1290,290,1939,0,"98117",47.687,-122.386,1570,4500 +"6021501535","20141223T000000",700000,3,1.5,1580,5000,"1",0,0,3,8,1290,290,1939,0,"98117",47.687,-122.386,1570,4500 +"1483300570","20140908T000000",905000,4,2.5,3300,10250,"1",0,0,3,7,2390,910,1946,1991,"98040",47.5873,-122.249,1950,6045 +"3422049190","20150330T000000",247500,3,1.75,1960,15681,"1",0,0,3,7,1960,0,1967,0,"98032",47.3576,-122.277,1750,15616 +"1099611230","20140912T000000",199000,4,1.5,1160,6400,"1",0,0,4,7,1160,0,1975,0,"98023",47.3036,-122.378,1160,6400 +"0722079104","20140711T000000",314000,3,1.75,1810,41800,"1",0,0,5,7,1210,600,1980,0,"98038",47.4109,-121.958,1650,135036 +"7338200240","20140516T000000",437500,3,2.5,2320,36847,"2",0,2,3,9,2320,0,1992,0,"98045",47.4838,-121.714,2550,35065 +"1952200240","20140611T000000",850830,3,2.5,2070,13241,"1.5",0,0,5,9,1270,800,1910,0,"98102",47.6415,-122.315,2200,4500 +"5200100125","20141027T000000",555000,3,2,1980,3478,"1.5",0,0,4,7,1440,540,1929,0,"98117",47.6775,-122.372,1610,3478 +"7214720075","20141212T000000",699950,3,2.25,2190,107593,"2",0,0,4,8,2190,0,1983,0,"98077",47.7731,-122.08,2570,47777 +"2450000295","20141007T000000",1.088e+006,3,2.5,2920,8113,"2",0,0,3,8,2920,0,1950,2010,"98004",47.5814,-122.196,2370,8113 +"6197800045","20140924T000000",290000,3,1,1210,33919,"1",0,0,3,7,1210,0,1954,0,"98058",47.4375,-122.184,1640,14910 +"1328310370","20150402T000000",375000,3,2.5,2340,10005,"1",0,0,4,8,1460,880,1978,0,"98058",47.4431,-122.133,2250,8162 +"0546000875","20140523T000000",460000,3,1,1670,4005,"1.5",0,0,4,7,1170,500,1939,0,"98117",47.6878,-122.38,1240,4005 +"3530510041","20140723T000000",188500,2,1.75,1240,2493,"1",0,0,4,8,1240,0,1985,0,"98198",47.3813,-122.322,1270,4966 +"1853000400","20150305T000000",680000,4,2.5,3140,28037,"2",0,0,4,10,3140,0,1991,0,"98077",47.7304,-122.082,2990,35001 +"3134100116","20140827T000000",470000,5,1.75,2030,12342,"2",0,0,4,7,2030,0,1942,0,"98052",47.6417,-122.109,2500,9433 +"9545230140","20140725T000000",597750,4,2.5,2310,9624,"2",0,0,3,8,2310,0,1984,0,"98027",47.5386,-122.053,1940,9636 +"3362400511","20150304T000000",570000,3,1.75,1260,3328,"1",0,0,5,6,700,560,1905,0,"98103",47.6823,-122.349,1380,3536 +"2525310310","20140916T000000",272500,3,1.75,1540,12600,"1",0,0,4,7,1160,380,1980,0,"98038",47.3624,-122.031,1540,11656 +"6126500060","20141124T000000",329950,3,1.75,2080,5969,"1",0,2,3,7,1080,1000,1971,0,"98108",47.5474,-122.295,2090,5500 +"8961960160","20141028T000000",480000,4,2.5,3230,16171,"2",0,3,3,9,2520,710,2001,0,"98001",47.3183,-122.253,2640,8517 +"3626039325","20141121T000000",740500,3,3.5,4380,6350,"2",0,0,3,8,2780,1600,1900,1999,"98117",47.6981,-122.368,1830,6350 +"3362400431","20140626T000000",518500,3,3.5,1590,1102,"3",0,0,3,8,1590,0,2010,0,"98103",47.6824,-122.347,1620,3166 +"4060000240","20140623T000000",205425,2,1,880,6780,"1",0,0,4,6,880,0,1945,0,"98178",47.5009,-122.248,1190,6780 +"3454800060","20150108T000000",171800,4,2,1570,9600,"1",0,0,3,6,1570,0,1950,0,"98168",47.4965,-122.303,1880,9000 +"1695900060","20150511T000000",535000,4,1,1610,2982,"1.5",0,0,4,7,1610,0,1925,0,"98144",47.587,-122.294,1610,4040 +"7278700070","20150102T000000",660000,3,2.5,2400,6474,"1",0,2,3,8,1560,840,1964,0,"98177",47.7728,-122.386,2340,10856 +"6675500070","20141119T000000",391500,3,2,1450,9132,"1",0,0,3,7,1450,0,1987,0,"98034",47.7288,-122.226,1580,9104 +"3626039187","20150406T000000",395000,2,1,770,6000,"1",0,0,3,6,770,0,1953,0,"98117",47.6999,-122.364,1710,6000 +"3524049083","20141104T000000",445000,4,1.75,2100,4400,"1.5",0,0,5,7,1720,380,1924,0,"98118",47.5299,-122.266,1850,4400 +"3275860240","20140618T000000",770000,3,2.25,2910,10204,"2",0,0,3,9,2910,0,1990,0,"98052",47.6897,-122.098,2700,13992 +"4389200955","20150302T000000",1.45e+006,4,2.75,2750,17789,"1.5",0,0,3,8,1980,770,1914,1992,"98004",47.6141,-122.212,3060,11275 +"4058801670","20140717T000000",445000,3,2.25,2100,8201,"1",0,2,3,8,1620,480,1967,0,"98178",47.5091,-122.244,2660,8712 +"8732020310","20140717T000000",260000,4,2.25,2160,8811,"1",0,0,3,8,1360,800,1978,0,"98023",47.3129,-122.39,2090,8400 +"2331300505","20140613T000000",822500,5,3.5,2320,4960,"2",0,0,5,7,1720,600,1926,0,"98103",47.6763,-122.352,1700,4960 +"7853210060","20150406T000000",430000,4,2.5,2070,4310,"2",0,0,3,7,2070,0,2004,0,"98065",47.5319,-121.85,1970,3748 +"3668000070","20150105T000000",212000,3,1.75,1060,7875,"1",0,0,4,7,1060,0,1986,0,"98092",47.2761,-122.152,1420,7680 +"9545240070","20150428T000000",660500,4,2.25,2010,9603,"1",0,0,3,8,1440,570,1986,0,"98027",47.5343,-122.054,2060,9793 +"1243100136","20140612T000000",784000,3,3.5,3950,111078,"1.5",0,0,3,9,2460,1490,1989,0,"98052",47.697,-122.072,2480,88500 +"8929000270","20140512T000000",453246,3,2.5,2010,2287,"2",0,0,3,8,1390,620,2014,0,"98029",47.5517,-121.998,1690,1662 +"2767602356","20150126T000000",675000,4,3.5,2140,2278,"3",0,0,3,9,2140,0,2005,0,"98107",47.6734,-122.38,1540,2285 +"0921049315","20140813T000000",199000,3,1.75,1320,17390,"1",0,0,4,7,1320,0,1956,0,"98003",47.3257,-122.296,1550,19265 +"3655000070","20140805T000000",220000,4,1.75,2020,7840,"1",0,0,3,7,1010,1010,1968,0,"98003",47.3309,-122.299,1750,8140 +"4027700812","20140529T000000",452000,4,2.25,2590,10002,"1",0,0,4,8,1340,1250,1968,0,"98028",47.7689,-122.266,1550,10436 +"3992700335","20140707T000000",382500,2,1,1190,4440,"1",0,0,3,6,1190,0,1981,0,"98125",47.7135,-122.287,1060,5715 +"2767603505","20140507T000000",519950,3,2.25,1170,1249,"3",0,0,3,8,1170,0,2014,0,"98107",47.6722,-122.381,1350,1310 +"4232901525","20140627T000000",665000,2,1,1110,3200,"1",0,0,3,7,1110,0,1925,0,"98119",47.6338,-122.358,1170,3600 +"1777500060","20140708T000000",527700,5,2.5,2820,9375,"1",0,0,4,8,1550,1270,1968,0,"98006",47.5707,-122.128,2820,9375 +"1432900240","20150508T000000",205000,3,1,1610,8579,"1",0,0,4,7,1010,600,1962,0,"98058",47.4563,-122.171,1610,8579 +"6140100875","20150415T000000",420000,3,1,1060,8097,"1",0,0,4,7,940,120,1923,0,"98133",47.7144,-122.351,1560,7940 +"6071600370","20150227T000000",500000,4,2.25,2030,8517,"1",0,0,4,8,1380,650,1961,0,"98006",47.5495,-122.174,2230,8824 +"1526069017","20141203T000000",921500,4,2.5,3670,315374,"2",0,0,4,9,3670,0,1994,0,"98077",47.7421,-122.026,2840,87991 +"0809001525","20140625T000000",890000,4,1,2550,4000,"2",0,0,3,8,2370,180,1905,0,"98109",47.6354,-122.353,2200,4000 +"3224079105","20140806T000000",430000,2,2.5,2420,60984,"2",0,0,3,7,2420,0,2007,0,"98027",47.5262,-121.943,1940,193842 +"8075400570","20141030T000000",258000,5,2,2260,12500,"1",0,0,4,8,1130,1130,1960,0,"98032",47.3887,-122.286,1360,18000 +"1994200024","20141104T000000",511000,3,1,1430,3455,"1",0,0,3,7,980,450,1947,0,"98103",47.6873,-122.336,1450,4599 +"3362900810","20140820T000000",532170,3,2,1360,3090,"2",0,0,3,8,1360,0,1990,0,"98103",47.6838,-122.353,1500,3090 +"1324300398","20150409T000000",560000,3,1,1110,5000,"1.5",0,0,3,7,1110,0,1947,0,"98107",47.655,-122.359,1420,5000 +"0537000445","20150331T000000",282950,3,1,1250,8200,"1",0,0,4,7,1250,0,1954,0,"98003",47.3255,-122.304,1680,8633 +"7855801670","20150401T000000",2.25e+006,4,3.25,5180,19850,"2",0,3,3,12,3540,1640,2006,0,"98006",47.562,-122.162,3160,9750 +"7920100045","20140516T000000",350000,1,1,700,5100,"1",0,0,3,7,700,0,1942,0,"98115",47.679,-122.3,1010,5100 +"8960000030","20140728T000000",215000,3,1,1180,7669,"1",0,0,4,7,1180,0,1967,0,"98058",47.4479,-122.176,1190,7669 +"6388930390","20141120T000000",650000,5,3.5,3960,25245,"2",0,0,3,9,2500,1460,1996,0,"98056",47.525,-122.172,2640,13675 +"8731900200","20140807T000000",320000,4,2.75,2640,7500,"1",0,0,3,8,1620,1020,1967,0,"98023",47.3135,-122.369,1980,7875 +"8029200135","20141113T000000",247000,3,2,1270,7198,"1.5",0,0,3,7,1270,0,1916,2013,"98022",47.2086,-121.996,1160,7198 +"1081200350","20141003T000000",320000,4,1.75,1760,11180,"1",0,0,4,8,1760,0,1968,0,"98059",47.4715,-122.118,1730,11180 +"0084000105","20140507T000000",255000,5,2.25,2060,8632,"1",0,0,3,7,1030,1030,1962,0,"98146",47.4877,-122.335,1010,11680 +"3756500060","20150309T000000",438000,3,1.75,1780,9660,"1",0,0,3,7,1780,0,1962,0,"98034",47.7171,-122.193,1200,9660 +"7215720160","20150304T000000",900000,3,2.5,3400,16603,"2",0,0,3,10,3400,0,2000,0,"98075",47.6012,-122.023,3400,12601 +"3574800520","20140620T000000",441000,3,2.75,1910,7280,"1",0,0,3,7,1160,750,1979,0,"98034",47.7319,-122.224,1710,8152 +"2617300160","20140812T000000",420000,3,2,2020,38332,"1",0,0,4,7,1010,1010,1975,0,"98027",47.4582,-122.023,2110,36590 +"2558660270","20141208T000000",370000,3,1.75,1580,7000,"1",0,0,3,7,1180,400,1976,0,"98034",47.7209,-122.168,1640,7500 +"2009000370","20150219T000000",269950,2,1.75,1340,7250,"1",0,0,5,5,700,640,1949,0,"98198",47.408,-122.327,1830,9750 +"1836980160","20150324T000000",807100,4,2.5,2680,4499,"2",0,0,3,9,2680,0,1999,0,"98006",47.565,-122.125,2920,4500 +"3261020370","20140605T000000",653000,3,2.5,2680,9750,"1",0,0,4,8,1610,1070,1979,0,"98034",47.7028,-122.231,2480,8750 +"1755700060","20140611T000000",371500,3,2,1370,8336,"1",0,0,5,7,1370,0,1964,0,"98133",47.7458,-122.331,1770,7288 +"4330600435","20150316T000000",284000,3,1.75,1560,21000,"1",0,0,3,7,1560,0,1954,0,"98166",47.4776,-122.337,1070,7920 +"9542800700","20150102T000000",272000,3,1.75,2160,7140,"1",0,0,4,7,1670,490,1978,0,"98023",47.3026,-122.374,1930,7350 +"1999700045","20140502T000000",313000,3,1.5,1340,7912,"1.5",0,0,3,7,1340,0,1955,0,"98133",47.7658,-122.339,1480,7940 +"1762600070","20150116T000000",917500,4,2.5,3880,35003,"2",0,0,3,10,2570,1310,1984,0,"98033",47.6477,-122.182,3740,35230 +"1687900520","20140929T000000",673000,4,2.25,2590,8190,"2",0,0,4,8,2590,0,1980,0,"98006",47.5619,-122.125,2260,8335 +"7234600798","20150210T000000",425000,3,2.5,1120,1100,"2",0,0,3,8,820,300,2008,0,"98122",47.6106,-122.31,1590,1795 +"3881900445","20140709T000000",399950,5,2.75,1970,5400,"1",0,0,3,7,1320,650,1986,0,"98144",47.5868,-122.308,1280,2150 +"2254502445","20140530T000000",385000,3,1,1220,4800,"1",0,0,3,6,1220,0,1901,0,"98122",47.6101,-122.307,1200,4800 +"5437810320","20141117T000000",269950,3,1.5,1950,7560,"1",0,2,4,7,1320,630,1975,0,"98022",47.1976,-121.999,1950,8941 +"9158100075","20150107T000000",330000,2,1,1350,8220,"1",0,0,3,7,1060,290,1949,0,"98177",47.7224,-122.358,1540,8280 +"3830630310","20140725T000000",260000,3,2.5,1670,5797,"2",0,0,3,7,1670,0,1988,0,"98030",47.3505,-122.179,1670,6183 +"8123100045","20150414T000000",470000,4,3,2380,5125,"1.5",0,0,4,7,1680,700,1925,0,"98126",47.5384,-122.376,1410,5375 +"3127200041","20140613T000000",589000,4,3,2440,9600,"2",0,0,5,7,2440,0,1961,0,"98034",47.7044,-122.2,2290,9600 +"6661200320","20140723T000000",163500,2,1.5,1050,3419,"2",0,0,3,7,1050,0,1996,0,"98038",47.3848,-122.039,1050,3417 +"0011510310","20140905T000000",835000,4,2.75,3130,13412,"2",0,0,3,9,2140,990,1993,0,"98052",47.6993,-122.102,2260,9984 +"0825059270","20141121T000000",1.095e+006,5,3,4090,12850,"1",0,2,4,10,2090,2000,1986,0,"98033",47.6627,-122.188,2540,10270 +"8731951370","20150415T000000",269000,4,1.75,1490,10000,"1",0,0,4,8,1100,390,1969,0,"98023",47.3099,-122.379,2190,8910 +"1954440060","20140505T000000",560000,3,2.5,1900,8744,"2",0,0,3,8,1900,0,1987,0,"98074",47.62,-122.043,2030,8744 +"2264500350","20150418T000000",615000,4,1,1330,2400,"1.5",0,0,4,6,1330,0,1901,0,"98103",47.65,-122.34,1330,4400 +"1115810060","20141205T000000",585188,3,2.25,2230,10026,"1",0,0,3,8,1430,800,1975,0,"98052",47.6647,-122.153,2230,9340 +"9477200200","20140818T000000",305000,3,1.75,1650,9480,"1",0,0,3,7,1220,430,1977,0,"98034",47.726,-122.191,1540,8400 +"1432600560","20141105T000000",166950,3,1,1190,8820,"1",0,0,3,6,1190,0,1959,0,"98058",47.4616,-122.184,1230,7980 +"2287000060","20140912T000000",799000,3,2.5,2140,9897,"1",0,0,4,8,2140,0,1959,0,"98040",47.5505,-122.219,2680,10083 +"3663500060","20140625T000000",400000,3,2.5,2180,7508,"1",0,0,4,7,1420,760,1962,0,"98133",47.7606,-122.336,1900,7818 +"3996900125","20141201T000000",230000,3,1,1060,10228,"1",0,0,3,7,1060,0,1948,0,"98155",47.7481,-122.3,1570,10228 +"7796450200","20140515T000000",256883,3,2.5,1690,5025,"2",0,0,3,8,1690,0,2003,0,"98023",47.2779,-122.347,2550,5001 +"7549802535","20141111T000000",423000,4,2,1970,6480,"1.5",0,0,5,7,1130,840,1920,0,"98108",47.5511,-122.312,1500,6480 +"3278600320","20140723T000000",465000,3,2.5,2150,4084,"2",0,0,3,8,2150,0,2007,0,"98126",47.5488,-122.372,1750,2385 +"2824079053","20150113T000000",440000,3,2.5,1910,66211,"2",0,0,3,7,1910,0,1997,0,"98024",47.5385,-121.911,2330,67268 +"1222069094","20141014T000000",385000,3,1.75,1350,155073,"1",0,0,4,7,1350,0,1969,0,"98038",47.4058,-121.994,1560,50965 +"3542300060","20150311T000000",210000,3,1,860,11725,"1",0,0,4,6,860,0,1943,0,"98056",47.5093,-122.184,1300,9514 +"2222059065","20141112T000000",297000,3,2.5,1940,14952,"2",0,0,3,8,1940,0,1994,0,"98042",47.3777,-122.165,2030,10450 +"7551300060","20140716T000000",470000,3,1,1010,5000,"1",0,0,3,7,1010,0,1952,0,"98107",47.675,-122.394,1680,5000 +"0100600550","20140804T000000",226500,3,1.5,1300,7370,"1",0,0,4,7,900,400,1976,0,"98023",47.3025,-122.37,1430,7500 +"3211100860","20150303T000000",274250,3,1,910,8450,"1",0,0,4,6,910,0,1962,0,"98059",47.4787,-122.158,1400,8040 +"3456000310","20140804T000000",840000,4,1.75,2480,11010,"1",0,0,4,9,1630,850,1966,0,"98040",47.5378,-122.219,2770,10744 +"9526600140","20140919T000000",677900,3,2.5,2440,4587,"2",0,0,3,8,2440,0,2010,0,"98052",47.7073,-122.114,2750,4587 +"7465900060","20150205T000000",425000,3,1,1010,5864,"1",0,0,3,7,1010,0,1915,0,"98116",47.5733,-122.381,1290,5000 +"1222000055","20141123T000000",180250,2,0.75,900,9600,"1",0,0,3,6,900,0,1941,0,"98166",47.4604,-122.339,1250,14280 +"6300000550","20140717T000000",464000,6,3,2300,3404,"2",0,0,3,7,1600,700,1920,1994,"98133",47.7067,-122.343,1560,1312 +"2310030510","20150422T000000",320000,4,2.25,1550,7579,"2",0,0,3,8,1550,0,1993,0,"98038",47.354,-122.047,1630,6397 +"1025049114","20140717T000000",625504,3,2.25,1270,1566,"2",0,0,3,8,1060,210,2014,0,"98105",47.6647,-122.284,1160,1327 +"8677300550","20140515T000000",592500,4,2.5,2240,12032,"1",0,0,3,9,2240,0,1983,0,"98074",47.6143,-122.017,2520,12368 +"4014400292","20150114T000000",465000,3,2.5,2714,17936,"2",0,0,3,9,2714,0,2005,0,"98001",47.3185,-122.275,2590,18386 +"1102000196","20140527T000000",477000,4,2.75,1720,6270,"2",0,0,3,8,1720,0,1978,0,"98118",47.5458,-122.268,2130,8700 +"0257000138","20150115T000000",280000,2,1,850,16400,"1",0,0,3,6,850,0,1923,0,"98168",47.4889,-122.299,1100,14459 +"0046100204","20150221T000000",1.505e+006,5,3,3300,33474,"1",0,3,3,9,1870,1430,1957,1991,"98040",47.5673,-122.21,3836,20953 +"1909600046","20140703T000000",445838,3,2.5,2250,5692,"2",0,0,3,8,2250,0,2000,0,"98146",47.5133,-122.379,1320,5390 +"1250202145","20140828T000000",1.072e+006,2,2.25,3900,14864,"1",0,3,3,8,1950,1950,1947,0,"98144",47.5884,-122.291,2580,5184 +"7611200125","20141023T000000",467000,2,1.5,1320,10800,"1",0,0,4,8,1320,0,1947,0,"98177",47.7145,-122.367,2120,12040 +"5611500140","20140822T000000",686000,4,2.5,2760,6440,"2",0,0,3,10,2760,0,1999,0,"98075",47.5836,-122.026,3070,8127 +"7138000260","20140605T000000",279950,3,2,1750,9750,"1",0,0,3,7,1350,400,1961,0,"98198",47.398,-122.299,1900,10125 +"0626059335","20140904T000000",527000,4,2.25,2330,19436,"2",0,0,3,8,2330,0,1987,0,"98011",47.7663,-122.215,1910,10055 +"1922059282","20140918T000000",325000,3,2.25,2220,16020,"1",0,0,4,8,1780,440,1966,0,"98030",47.3758,-122.217,2080,9583 +"0705700390","20140903T000000",328000,3,2.25,2020,8379,"2",0,0,3,7,2020,0,1994,0,"98038",47.3828,-122.023,2020,8031 +"7454001200","20140604T000000",390000,3,2.25,1250,7500,"1",0,0,5,7,1250,0,1942,0,"98146",47.5123,-122.373,1280,7392 +"8682281200","20150309T000000",479950,2,2,1510,6516,"1",0,0,3,8,1510,0,2005,0,"98053",47.7076,-122.013,1640,6009 +"7972000200","20140529T000000",264950,4,2.25,1720,9753,"1",0,0,4,7,1120,600,1978,0,"98023",47.2922,-122.371,1510,9753 +"0722059070","20150115T000000",235000,3,1,1430,15246,"1",0,0,4,7,980,450,1961,0,"98031",47.4075,-122.214,1960,13068 +"7202340400","20150303T000000",516500,3,2.5,1480,4729,"2",0,0,3,7,1480,0,2004,0,"98053",47.6794,-122.034,2250,4729 +"8096000060","20150413T000000",655000,2,1.75,1450,15798,"2",1,4,3,7,1230,220,1915,1978,"98166",47.4497,-122.375,2030,13193 +"2424000060","20140616T000000",500000,4,2.75,2280,15347,"1",0,0,5,7,2280,0,1960,0,"98059",47.5218,-122.164,2280,15347 +"9264902050","20141121T000000",315000,6,2.75,2940,7350,"1",0,0,3,8,1780,1160,1978,0,"98023",47.3103,-122.339,2120,8236 +"0943100260","20141120T000000",213000,2,1,1000,10200,"1",0,0,3,6,1000,0,1961,0,"98024",47.5687,-121.899,1150,13702 +"3677400445","20140902T000000",475000,3,1.5,2480,5280,"1.5",0,0,5,7,1620,860,1947,0,"98108",47.5575,-122.303,2090,4800 +"1762600320","20140610T000000",1.025e+006,5,4,3760,28040,"2",0,0,3,10,3760,0,1983,0,"98033",47.6489,-122.183,3430,35096 +"4058000060","20150409T000000",416000,3,2,2220,94300,"1",0,0,5,7,1640,580,1976,0,"98010",47.3459,-121.95,2070,80100 +"7228500560","20150320T000000",410000,4,1,1970,4740,"1.5",0,0,3,7,1670,300,1904,2005,"98122",47.6136,-122.303,1510,4740 +"0326069104","20140701T000000",800000,3,3.5,3830,221284,"2",0,0,3,10,3530,300,1993,0,"98077",47.7641,-122.023,2920,148539 +"5152100060","20140529T000000",472000,6,2.5,4410,14034,"1",0,2,4,9,2350,2060,1965,0,"98003",47.3376,-122.324,2600,13988 +"3584000310","20141208T000000",225000,3,1.75,1430,8505,"1",0,0,4,7,1430,0,1968,0,"98003",47.3173,-122.319,1190,8640 +"8150100045","20141001T000000",210000,2,1,830,6000,"1",0,0,3,6,830,0,1940,0,"98126",47.5308,-122.376,830,4960 +"1868901275","20150127T000000",455000,2,1,1430,5000,"1.5",0,0,2,7,1430,0,1925,0,"98115",47.6727,-122.299,1450,3750 +"6131600075","20150427T000000",225000,3,1,1300,8316,"1",0,0,4,6,1300,0,1954,0,"98002",47.3221,-122.216,1260,8316 +"9468200125","20140826T000000",480000,2,1,1030,3060,"1",0,2,4,7,790,240,1918,0,"98103",47.6779,-122.353,1390,3060 +"8029510030","20150212T000000",363000,3,2.5,2740,11872,"2",0,0,3,9,2740,0,1990,0,"98023",47.3076,-122.395,2570,10377 +"2025069065","20140929T000000",2.4e+006,4,2.5,3650,8354,"1",1,4,3,9,1830,1820,2000,0,"98074",47.6338,-122.072,3120,18841 +"7899800890","20150226T000000",181000,2,1.5,720,5120,"1",0,0,3,6,720,0,1954,0,"98106",47.5218,-122.357,1150,2566 +"3021059276","20150314T000000",250000,4,2,2010,7312,"1",0,0,4,7,2010,0,1976,0,"98002",47.2785,-122.213,2010,7650 +"3797001895","20150422T000000",481000,3,1.75,1560,3000,"1",0,0,4,6,770,790,1918,0,"98103",47.6846,-122.345,1390,3000 +"3832710960","20140923T000000",260000,3,2,1810,7209,"1",0,0,4,7,1240,570,1978,0,"98032",47.3656,-122.278,1750,7209 +"1310430400","20140513T000000",455000,4,2.5,3360,7685,"2",0,0,3,9,3360,0,2001,0,"98058",47.4369,-122.111,3060,6567 +"1422300030","20150401T000000",415000,3,2.25,1510,36224,"2",0,0,3,8,1510,0,1991,0,"98045",47.4616,-121.711,1730,36224 +"1105000588","20150421T000000",349500,3,1,1400,3538,"1",0,0,3,7,800,600,1953,0,"98118",47.5405,-122.27,1620,6331 +"3830630060","20140929T000000",245000,3,2.5,1730,7442,"2",0,0,3,7,1730,0,1987,0,"98030",47.3507,-122.178,1630,6458 +"5101404898","20140519T000000",592500,2,2,1420,9191,"1.5",0,2,5,7,1420,0,1928,0,"98115",47.6979,-122.32,1420,6816 +"7972601890","20141020T000000",385000,4,1.75,2360,7620,"1",0,0,4,7,1180,1180,1955,0,"98106",47.5278,-122.345,1910,7620 +"5127001620","20150211T000000",315000,3,1.75,1580,11455,"1",0,0,4,7,1200,380,1974,0,"98059",47.4756,-122.147,1550,10650 +"9407100800","20141124T000000",255000,3,1,1230,10170,"1",0,0,3,7,1230,0,1979,0,"98045",47.4437,-121.772,1380,10098 +"1873100060","20140829T000000",693000,4,2.5,2460,4425,"2",0,0,3,8,2460,0,2006,0,"98052",47.7048,-122.109,2990,5659 +"8722101360","20141202T000000",780000,3,1,1660,4400,"1.5",0,0,3,8,1460,200,1911,0,"98112",47.6362,-122.302,1660,4400 +"8644000060","20141024T000000",237000,3,1.75,1270,8470,"1",0,0,4,7,1270,0,1960,0,"98198",47.4207,-122.29,1600,8470 +"3325069129","20141216T000000",525000,3,2.25,2100,40510,"2",0,0,3,10,1320,780,1979,0,"98074",47.6154,-122.047,2380,33450 +"1400300055","20150428T000000",425000,2,1,770,5040,"1",0,0,3,5,770,0,1930,0,"98144",47.5964,-122.299,1330,2580 +"2123039032","20141027T000000",369900,1,0.75,760,10079,"1",1,4,5,5,760,0,1936,0,"98070",47.4683,-122.438,1230,14267 +"8078560140","20140519T000000",290000,4,2.5,1700,7280,"2",0,0,4,7,1700,0,1988,0,"98031",47.4045,-122.171,1950,7475 +"3438500192","20140929T000000",285000,3,1,1120,10701,"1",0,0,3,7,1120,0,1954,0,"98106",47.5544,-122.358,1130,6350 +"7974200510","20140814T000000",415000,2,1,1070,4500,"1",0,0,3,7,1070,0,1937,0,"98115",47.6802,-122.29,1320,4465 +"2557000400","20150409T000000",272500,3,2.5,2070,9900,"1",0,0,3,8,1420,650,1979,0,"98023",47.2988,-122.371,2070,8250 +"7960900060","20150504T000000",2.9e+006,4,3.25,5050,20100,"1.5",0,2,3,11,4750,300,1982,2008,"98004",47.6312,-122.223,3890,20060 +"4054500390","20141007T000000",1.365e+006,4,4.75,5310,57346,"2",0,0,4,11,5310,0,1989,0,"98077",47.7285,-122.042,4180,47443 +"6378500125","20150501T000000",436000,2,1,1040,7538,"1",0,0,4,7,1040,0,1939,0,"98133",47.7107,-122.352,1440,7530 +"1745100140","20141017T000000",210000,3,1,1700,11390,"1",0,0,4,7,1700,0,1967,0,"98003",47.3271,-122.323,1350,8164 +"2976800796","20140925T000000",236000,3,1,1300,5898,"1",0,0,3,7,1300,0,1961,0,"98178",47.5053,-122.255,1320,7619 +"4235400186","20141124T000000",331000,3,1.75,1080,1306,"1",0,0,3,7,580,500,1954,2003,"98199",47.6601,-122.4,1440,2225 +"4215100060","20150320T000000",365000,3,2.5,2653,4510,"2",0,0,3,8,2653,0,2006,0,"98031",47.4145,-122.166,2653,4927 +"9189700045","20150127T000000",450000,3,2,2290,16258,"1",0,0,5,8,2290,0,1960,0,"98058",47.4672,-122.165,1660,10530 +"1126049053","20141113T000000",770000,4,2.75,3820,26300,"2",0,0,3,9,2850,970,2014,0,"98028",47.7618,-122.261,1860,12136 +"2022069200","20150505T000000",455000,4,2.5,2210,49375,"1",0,0,3,8,2210,0,1997,0,"98038",47.3828,-122.071,2670,49385 +"9412900055","20150505T000000",405000,3,1.75,2390,6000,"1",0,0,3,6,1240,1150,1908,0,"98118",47.5362,-122.268,2020,6000 +"1722059235","20140703T000000",304900,4,1.75,2600,11325,"1",0,0,4,7,1610,990,1969,0,"98031",47.3954,-122.206,1720,11088 +"6874200960","20150227T000000",170000,2,1,860,5265,"1",0,0,3,6,860,0,1931,0,"98178",47.5048,-122.272,1650,8775 +"7424700045","20150513T000000",2.05e+006,5,3,3830,8480,"2",0,1,5,9,2630,1200,1905,1994,"98122",47.6166,-122.287,3050,7556 +"7202360350","20140630T000000",780000,4,2.5,3500,7048,"2",0,0,3,9,3500,0,2005,0,"98053",47.6811,-122.025,3920,7864 +"5634500392","20150410T000000",330000,3,3,2420,13959,"1",0,0,4,8,1740,680,1988,0,"98028",47.7486,-122.23,2570,13300 +"1509500060","20140905T000000",370000,4,2.5,2720,8666,"2",0,0,3,9,2720,0,1992,0,"98030",47.3846,-122.169,2410,8100 +"7214810350","20141017T000000",467000,5,2.25,2500,13500,"1",0,0,3,7,1850,650,1979,0,"98072",47.7564,-122.144,2300,9750 +"6647200060","20150209T000000",405000,3,1.75,1670,6720,"1",0,0,3,7,1140,530,1980,0,"98034",47.7198,-122.193,1670,7320 +"9552700140","20140702T000000",675000,5,2.25,2900,10300,"1",0,0,3,8,1450,1450,1985,0,"98006",47.5461,-122.151,2310,10300 +"2200500350","20140812T000000",500000,2,1,1640,14100,"1",0,0,4,7,1140,500,1954,0,"98006",47.5712,-122.143,1520,13527 +"6113400046","20140723T000000",389999,4,2.5,1890,15770,"2",0,0,4,7,1890,0,1968,0,"98166",47.4281,-122.343,2410,15256 +"6619910140","20150224T000000",630000,4,1.75,2950,9025,"1",0,2,4,8,1780,1170,1975,0,"98034",47.7128,-122.223,2120,9600 +"1115450240","20141022T000000",360000,4,2.5,2160,9528,"2",0,0,3,9,2160,0,1992,0,"98001",47.3341,-122.255,2280,9937 +"6073240060","20141002T000000",580000,4,3,3280,11060,"2",0,0,3,8,2270,1010,1986,0,"98056",47.5399,-122.181,2320,11004 +"9297300045","20140709T000000",550000,3,2,1970,4166,"2",0,3,5,8,1270,700,1929,0,"98126",47.5717,-122.375,2390,4166 +"9510920070","20140710T000000",879000,4,2.5,3360,22111,"2",0,0,3,10,3360,0,1994,0,"98075",47.5951,-122.017,3150,11374 +"5468730030","20140822T000000",265000,3,2,1320,8959,"1",0,0,3,7,1320,0,1993,0,"98042",47.3536,-122.144,1740,7316 +"8079030390","20150304T000000",446500,3,2.5,2650,7286,"2",0,0,3,8,2650,0,1990,0,"98059",47.5084,-122.154,2400,7220 +"0600000152","20140602T000000",404000,3,1.5,2030,8880,"1",0,0,3,7,1330,700,1963,0,"98108",47.5586,-122.311,2140,5592 +"1840000030","20140529T000000",267500,3,1.75,1590,11914,"1",0,2,3,7,1090,500,1957,0,"98188",47.4427,-122.274,1630,9052 +"3225069065","20140624T000000",3.075e+006,4,5,4550,18641,"1",1,4,3,10,2600,1950,2002,0,"98074",47.6053,-122.077,4550,19508 +"3260800030","20140811T000000",335000,3,2.5,2440,7632,"2",0,0,3,8,2440,0,1998,0,"98003",47.3494,-122.301,2510,7903 +"2747100024","20140619T000000",576000,3,2.5,1940,9000,"1",0,0,4,7,970,970,1948,0,"98117",47.6933,-122.393,2190,7310 +"5104530560","20150401T000000",208633,3,2.5,2040,3810,"2",0,0,3,8,2040,0,2006,0,"98038",47.3537,-122,2370,4590 +"4330600350","20150115T000000",315000,3,2.25,2200,8750,"1",0,0,4,7,1120,1080,1964,0,"98166",47.476,-122.337,1460,10139 +"5016001535","20150217T000000",725000,3,1.75,1920,3300,"1",0,0,4,8,960,960,1913,0,"98112",47.6239,-122.298,1740,4000 +"7280300196","20150403T000000",550000,4,2.75,1800,7750,"1",0,0,4,8,1400,400,1965,0,"98177",47.7776,-122.384,1800,8275 +"8651520400","20140612T000000",610750,4,2.25,2180,7297,"2",0,0,3,8,2180,0,1984,0,"98074",47.6459,-122.058,2250,9781 +"7171200445","20150228T000000",550700,2,1,1010,5000,"1.5",0,0,4,6,1010,0,1908,0,"98105",47.6692,-122.297,1460,5000 +"3204800200","20150108T000000",665000,4,2.75,3320,10574,"2",0,0,5,8,2220,1100,1960,0,"98056",47.5376,-122.18,2720,8330 +"3416600800","20150209T000000",834000,4,2.5,2370,4000,"1.5",0,2,5,8,1980,390,1928,0,"98144",47.601,-122.294,2440,5750 +"7994700030","20141023T000000",201000,5,1.75,1660,78408,"1.5",0,0,3,6,1660,0,1915,0,"98065",47.529,-121.837,1660,78408 +"1860600135","20140502T000000",2.384e+006,5,2.5,3650,9050,"2",0,4,5,10,3370,280,1921,0,"98119",47.6345,-122.367,2880,5400 +"4139480200","20140618T000000",1.384e+006,4,3.25,4290,12103,"1",0,3,3,11,2690,1600,1997,0,"98006",47.5503,-122.102,3860,11244 +"4139480200","20141209T000000",1.4e+006,4,3.25,4290,12103,"1",0,3,3,11,2690,1600,1997,0,"98006",47.5503,-122.102,3860,11244 +"1328320800","20141105T000000",305000,4,2.25,1950,7700,"1",0,0,3,8,1350,600,1979,0,"98058",47.4441,-122.125,2150,7350 +"7771300125","20150408T000000",487000,3,2,2590,14052,"1",0,0,5,8,1720,870,1948,0,"98133",47.7357,-122.333,1570,8162 +"3422059208","20150511T000000",390000,3,2.5,1930,64904,"1",0,0,4,8,1930,0,1988,0,"98042",47.346,-122.157,2350,57500 +"9521101455","20140723T000000",548000,2,1,1470,3864,"1",0,0,4,7,1170,300,1916,0,"98103",47.6638,-122.345,1570,3864 +"4337000335","20141122T000000",268750,4,1,800,8775,"1",0,0,3,6,800,0,1943,0,"98166",47.48,-122.336,1310,8775 +"0325059286","20140513T000000",819900,5,2.75,3150,7119,"2",0,0,3,9,3150,0,2013,0,"98052",47.6759,-122.151,1560,8384 +"2597650240","20141023T000000",520000,3,2.25,2030,16200,"2",0,0,3,8,2030,0,1984,0,"98027",47.5162,-122.057,2660,17958 +"3353400435","20140721T000000",230000,3,2,1450,11204,"1",0,0,3,7,1450,0,2003,0,"98001",47.2639,-122.252,1520,9518 +"7972000240","20150202T000000",240000,3,1.75,1510,10248,"1",0,0,3,7,1510,0,1969,0,"98023",47.2929,-122.371,1510,9753 +"7520000520","20140905T000000",232000,2,1,1240,12092,"1",0,0,3,6,960,280,1922,1984,"98146",47.4957,-122.352,1820,7460 +"7520000520","20150311T000000",240500,2,1,1240,12092,"1",0,0,3,6,960,280,1922,1984,"98146",47.4957,-122.352,1820,7460 +"3530210260","20141027T000000",274975,3,2.5,3030,45004,"2",0,0,3,9,3030,0,1987,0,"98077",47.7721,-122.093,3080,35781 +"1959700550","20140905T000000",740000,4,2,2050,4400,"1.5",0,0,4,9,2050,0,1922,0,"98102",47.644,-122.319,2320,5500 +"1665400045","20150428T000000",186375,3,1,1000,7636,"1",0,0,2,7,1000,0,1952,0,"98166",47.472,-122.344,1150,7600 +"9542850320","20140725T000000",790000,3,2.25,2370,10289,"1",0,0,4,9,1590,780,1977,0,"98005",47.592,-122.166,2500,10004 +"3179100060","20140916T000000",880000,4,3.5,2800,6750,"2",0,0,3,9,1890,910,1951,2002,"98105",47.669,-122.275,2370,6120 +"2946001550","20150416T000000",279000,6,1.75,2240,11180,"2",0,0,4,7,2240,0,1955,0,"98198",47.42,-122.323,1590,7955 +"8078490390","20140729T000000",295000,3,2,1810,10530,"1",0,2,3,8,1810,0,1991,0,"98022",47.1913,-122.012,1910,10450 +"9550201550","20150408T000000",640000,2,1,1070,5000,"1",0,0,3,7,1070,0,1924,0,"98103",47.6666,-122.331,1710,5000 +"0191100045","20140703T000000",940000,4,2,2490,9525,"2",0,0,5,9,2490,0,1968,0,"98040",47.5639,-122.217,2770,9525 +"5009600070","20141007T000000",260000,4,2.5,1960,5238,"2",0,0,3,7,1960,0,2003,0,"98038",47.3483,-122.052,1800,5894 +"0200350070","20140602T000000",559900,3,2.75,2930,5569,"1",0,0,3,9,1860,1070,2004,0,"98072",47.7648,-122.164,2580,11045 +"2877103726","20140722T000000",791500,4,2,1510,3500,"1.5",0,0,5,7,1510,0,1911,0,"98103",47.6794,-122.357,1820,3750 +"0405100295","20140826T000000",265000,3,1.75,1420,8250,"1",0,0,3,7,1420,0,1954,0,"98133",47.7535,-122.354,1740,8000 +"4268200055","20150501T000000",245000,3,1.75,1740,11547,"1",0,0,3,7,1740,0,1954,0,"98178",47.4945,-122.22,880,78408 +"3126069068","20150424T000000",485000,4,1.75,2560,43995,"2",0,0,4,7,2560,0,1962,0,"98052",47.6945,-122.093,2560,14764 +"1115300070","20141106T000000",684000,4,3.5,3040,8414,"2",0,0,3,9,2420,620,2010,0,"98059",47.5222,-122.157,3470,8066 +"6414100671","20140909T000000",425000,3,1.75,2500,6840,"1",0,0,3,8,1300,1200,1957,0,"98125",47.7222,-122.32,1580,8691 +"7004200060","20141017T000000",309600,4,1.75,1275,20000,"1",0,0,4,6,1275,0,1991,0,"98070",47.3796,-122.49,1660,20000 +"7852110140","20140718T000000",552250,4,2.5,2580,5823,"2",0,0,3,8,2580,0,2002,0,"98065",47.5374,-121.875,2380,5823 +"3969300030","20140723T000000",165000,4,1,1000,7134,"1",0,0,3,6,1000,0,1943,0,"98178",47.4897,-122.24,1020,7138 +"3969300030","20141229T000000",239900,4,1,1000,7134,"1",0,0,3,6,1000,0,1943,0,"98178",47.4897,-122.24,1020,7138 +"4048400070","20141205T000000",320000,2,1,1070,32633,"1",0,0,4,6,1070,0,1930,0,"98059",47.4716,-122.078,1360,32156 +"0808000070","20141021T000000",206600,3,2,1390,13464,"1",0,0,4,7,1390,0,1987,0,"98030",47.3581,-122.173,1720,12080 +"7374200030","20150416T000000",387000,4,1.75,2500,7690,"1",0,0,3,7,1250,1250,1973,0,"98155",47.7713,-122.307,2040,8646 +"7325600160","20140604T000000",299000,1,0.75,560,12120,"1",0,0,3,4,560,0,1967,0,"98014",47.675,-121.854,1300,19207 +"2757000030","20140922T000000",855000,4,2.75,2270,10460,"2",0,0,3,9,2270,0,1965,0,"98040",47.5603,-122.222,2610,10180 +"0616000140","20150126T000000",315000,3,1,1900,14400,"1",0,0,4,7,1300,600,1954,0,"98166",47.4147,-122.337,1940,14400 +"3363900111","20141203T000000",437500,2,1,990,3120,"1",0,2,5,7,790,200,1907,0,"98103",47.68,-122.353,1930,3120 +"9262800171","20150324T000000",252000,4,1.5,1550,19800,"1",0,0,4,7,1050,500,1969,0,"98001",47.3117,-122.27,1640,22654 +"6607000126","20140604T000000",375000,4,1.75,2200,7475,"1",0,0,5,7,1100,1100,1955,0,"98118",47.543,-122.28,1600,5766 +"5416510830","20140806T000000",300000,4,2.5,1910,4862,"2",0,0,3,7,1910,0,2005,0,"98038",47.3607,-122.034,2010,5091 +"2201500030","20141006T000000",420000,4,1,1750,9600,"1.5",0,0,4,7,1750,0,1954,0,"98006",47.5759,-122.137,1750,10530 +"0325059171","20140505T000000",900000,3,1,1330,77972,"1",0,0,3,7,1330,0,1928,1954,"98033",47.6891,-122.159,1340,17689 +"0952003285","20140805T000000",679900,3,2.5,2440,5750,"2",0,2,3,9,1980,460,2000,0,"98116",47.565,-122.381,1520,5750 +"3211290370","20140605T000000",463000,3,2.5,1640,29970,"2",0,0,3,7,1640,0,1992,0,"98053",47.6359,-121.974,1580,28399 +"1072010350","20140828T000000",380000,5,2.5,2760,11340,"2",0,0,4,9,2760,0,1978,0,"98059",47.4769,-122.141,2470,11340 +"8856950070","20141210T000000",329500,4,2.5,1820,7912,"2",0,0,3,7,1820,0,1994,0,"98038",47.3845,-122.029,1820,8168 +"0925059078","20140819T000000",604950,3,2.5,2110,5608,"1",0,0,3,8,1340,770,2013,0,"98033",47.6743,-122.184,2040,9363 +"7855801090","20140917T000000",795000,5,2.5,3040,9570,"1",0,2,4,8,1640,1400,1966,0,"98006",47.5651,-122.164,2920,8800 +"0723099065","20150130T000000",465000,3,2,1840,40438,"2",0,0,3,7,1840,0,1994,0,"98045",47.4853,-121.709,1380,44049 +"6116500075","20150326T000000",673000,4,2.5,2990,10400,"2",0,0,3,9,2990,0,2002,0,"98166",47.4508,-122.359,2140,17449 +"1118500030","20141001T000000",810000,4,2.5,3520,15420,"2",0,0,3,10,3520,0,1991,0,"98074",47.6375,-122.016,3400,21455 +"0424069250","20150423T000000",785000,4,2.75,2440,69415,"1",0,0,4,8,1910,530,1989,0,"98075",47.5944,-122.042,2770,24361 +"3291800710","20141120T000000",338000,4,3,2090,7500,"1",0,0,3,7,1370,720,1986,0,"98056",47.4888,-122.182,1810,7650 +"6838700060","20141204T000000",280000,3,2.25,1430,7222,"2",0,0,3,7,1430,0,1993,0,"98056",47.5112,-122.19,1430,7220 +"2231500030","20141001T000000",315000,4,2.25,2180,10754,"1",0,0,5,7,1100,1080,1954,0,"98133",47.7711,-122.341,1810,6929 +"2231500030","20150324T000000",530000,4,2.25,2180,10754,"1",0,0,5,7,1100,1080,1954,0,"98133",47.7711,-122.341,1810,6929 +"7683900200","20141223T000000",380000,5,3,3450,9914,"2",0,0,3,9,3450,0,2004,0,"98023",47.2813,-122.345,2860,9721 +"8155830060","20140811T000000",297000,3,2.25,1450,7562,"2",0,0,3,7,1450,0,1994,0,"98056",47.5038,-122.189,1650,7625 +"0098020310","20140520T000000",730000,4,2.5,3230,7331,"2",0,0,3,10,3230,0,2004,0,"98075",47.5823,-121.97,3480,7447 +"9423400140","20140609T000000",450000,3,1.75,1640,13500,"1",0,0,3,7,1110,530,1940,0,"98125",47.7164,-122.304,1770,12600 +"1545804860","20141027T000000",275000,3,3,1590,7750,"1",0,0,3,7,1060,530,1997,0,"98038",47.3624,-122.045,1680,7500 +"2883200160","20150429T000000",595000,4,2,2020,2849,"2",0,0,3,7,2020,0,1960,0,"98115",47.6831,-122.329,1910,3120 +"7132300695","20150421T000000",435000,3,1.5,1300,3348,"1.5",0,0,3,7,1300,0,1904,2014,"98144",47.592,-122.307,1590,2577 +"1726059053","20140916T000000",270000,2,1.5,1380,209959,"1",0,0,1,6,1380,0,1954,0,"98011",47.7461,-122.195,3130,19868 +"0624111000","20140805T000000",950000,3,3,4040,14338,"2",0,0,3,10,3030,1010,1986,0,"98077",47.7268,-122.06,3360,14142 +"0808300310","20150313T000000",389000,4,2.25,2130,5337,"2",0,0,3,7,2130,0,2001,0,"98019",47.7237,-121.959,2300,6930 +"8563040160","20150121T000000",560000,4,2.25,2550,7800,"1",0,0,3,8,1580,970,1968,0,"98052",47.6283,-122.095,2420,8050 +"0713500030","20140728T000000",1.35e+006,5,3.5,4800,14984,"2",0,2,3,11,3480,1320,1998,0,"98006",47.5543,-122.148,4050,19009 +"8651600160","20141111T000000",799000,4,2.25,2510,11585,"2",0,0,4,8,2510,0,1969,0,"98040",47.5483,-122.226,2450,9691 +"9517200030","20140625T000000",365500,3,2,1410,9600,"1",0,0,4,7,1410,0,1983,0,"98072",47.7591,-122.146,1410,9600 +"2460700700","20140515T000000",252350,3,2,1650,7352,"1",0,0,3,7,1160,490,1979,0,"98058",47.4612,-122.169,1710,7350 +"1223039290","20140905T000000",403950,4,2.5,2120,13780,"2",0,0,3,8,2120,0,1993,0,"98146",47.4987,-122.365,1880,12000 +"2890100060","20140801T000000",385000,4,1.5,2040,10726,"1",0,0,3,7,1380,660,1954,0,"98177",47.772,-122.358,1610,10020 +"7972600860","20141210T000000",345000,4,1,1550,7620,"1.5",0,0,3,7,1550,0,1957,0,"98106",47.5287,-122.35,1450,7620 +"8857320070","20140917T000000",490000,3,2.75,1980,3128,"2",0,0,4,9,1980,0,1979,0,"98008",47.6109,-122.114,1950,2856 +"4047200695","20140618T000000",330000,3,2.5,1600,26977,"2",0,0,3,8,1600,0,2005,0,"98019",47.7736,-121.901,1790,27743 +"1653500070","20140512T000000",927000,4,2.75,3300,12090,"2",0,0,3,8,3300,0,1953,0,"98004",47.6294,-122.218,3180,12239 +"1923000030","20140728T000000",1.118e+006,4,2.5,3840,16619,"2",0,1,4,10,3840,0,1983,0,"98040",47.5634,-122.213,3600,16553 +"3649100320","20150430T000000",330000,2,1,1220,10000,"1",0,0,5,7,1220,0,1950,0,"98028",47.7405,-122.241,2000,9600 +"7375300160","20150309T000000",530000,5,2.25,2720,8800,"1",0,0,4,7,1500,1220,1958,0,"98008",47.5976,-122.118,2110,8800 +"5175800060","20140623T000000",365000,4,2,1940,25600,"1",0,0,1,8,1940,0,1962,0,"98006",47.5722,-122.129,2000,10071 +"1604601375","20140619T000000",378750,3,2.5,2160,3000,"1.5",0,0,3,7,1260,900,1909,2011,"98118",47.5644,-122.289,1060,3500 +"2473251090","20140619T000000",269900,4,1.75,1530,8750,"1.5",0,0,4,7,1530,0,1968,0,"98058",47.4556,-122.157,1390,8750 +"9126100861","20150306T000000",557000,3,3.5,1710,2096,"2",0,0,3,8,1290,420,2008,0,"98122",47.6055,-122.305,1630,1543 +"3420069065","20140825T000000",360000,4,1.75,3730,16980,"1",0,0,4,7,2150,1580,1974,0,"98022",47.1775,-122.022,1880,16963 +"6021501685","20150422T000000",352000,2,1,940,5000,"1",0,0,4,7,940,0,1937,0,"98117",47.6879,-122.385,1560,4500 +"1151100070","20150224T000000",437000,3,2.5,1750,22357,"2",0,0,3,8,1750,0,1994,0,"98045",47.4807,-121.779,2430,22357 +"8856950240","20140618T000000",322500,4,2.5,1820,6753,"2",0,0,3,7,1820,0,1994,0,"98038",47.3845,-122.032,1820,7107 +"9385200055","20140912T000000",650000,3,3.25,1510,2000,"2",0,0,3,9,1330,180,2001,0,"98116",47.5815,-122.402,1510,1352 +"7821200390","20140806T000000",450000,3,2,1290,1213,"3",0,0,3,8,1290,0,2001,0,"98103",47.6609,-122.344,1290,3235 +"8078520310","20150417T000000",278500,3,2,1570,5250,"1",0,0,3,7,1570,0,1998,0,"98092",47.3163,-122.188,1570,5250 +"1565950030","20150427T000000",364950,4,2.5,1930,6957,"2",0,0,3,8,1930,0,1995,0,"98055",47.4309,-122.191,2090,6996 +"1560930070","20140911T000000",840000,4,3.5,2840,40139,"1",0,4,4,10,2840,0,1986,0,"98038",47.401,-122.026,3180,36852 +"6700400140","20150318T000000",268000,3,2.5,1550,8134,"2",0,0,3,7,1550,0,1991,0,"98031",47.404,-122.191,1550,8134 +"2422029094","20140716T000000",517534,2,1,833,143947,"1",0,0,3,5,833,0,2006,0,"98070",47.3889,-122.482,1380,143947 +"1774220160","20141104T000000",632925,3,2.5,2990,32239,"2",0,0,4,8,2990,0,1978,0,"98077",47.7718,-122.095,2990,36497 +"1525200060","20140723T000000",577500,3,2.5,2000,7251,"2",0,0,3,9,2000,0,1995,0,"98034",47.7067,-122.2,2450,8118 +"1678400105","20150212T000000",339000,4,1.5,2390,7480,"1.5",0,2,3,7,2390,0,1920,0,"98178",47.504,-122.227,2850,6867 +"3426059070","20140909T000000",570000,3,1.75,2910,37461,"1",0,0,4,7,1530,1380,1967,0,"98052",47.7015,-122.164,2520,18295 +"0824079032","20140626T000000",563500,4,1.75,2085,174240,"1",0,0,3,7,1610,475,1964,0,"98024",47.5753,-121.95,2690,174240 +"2697100140","20150105T000000",423000,4,2.25,2200,9351,"1",0,0,5,7,1290,910,1962,0,"98133",47.7448,-122.333,1910,8660 +"8724300030","20141223T000000",355000,3,2.25,1860,5028,"2",0,0,3,8,1860,0,2012,0,"98019",47.7318,-121.982,2320,5465 +"8678500060","20140710T000000",1.55e+006,5,4.25,6070,171626,"2",0,0,3,12,6070,0,1999,0,"98024",47.5954,-121.95,4680,211267 +"0625049299","20141203T000000",482000,2,1,950,3960,"1",0,0,3,7,950,0,1941,0,"98103",47.6885,-122.337,1320,4050 +"6073200075","20140730T000000",625000,3,1.75,1600,9135,"1",0,0,5,7,1600,0,1955,0,"98006",47.5724,-122.179,1580,9800 +"6388900710","20141219T000000",538000,3,2.5,2250,11632,"2",0,0,3,8,2250,0,1988,0,"98056",47.5272,-122.169,2360,11632 +"1442860160","20150107T000000",380000,3,2.5,2280,10255,"2",0,0,4,8,2280,0,1985,0,"98058",47.4334,-122.161,2310,10094 +"7942600310","20140717T000000",375000,2,1,940,5120,"1",0,0,3,7,940,0,1909,0,"98122",47.6073,-122.308,1300,5120 +"1545808560","20150403T000000",245000,3,2.5,1530,8500,"1",0,0,5,7,1030,500,1996,0,"98038",47.3592,-122.046,1850,8140 +"0936000060","20141114T000000",310000,5,1.75,2190,27260,"1",0,0,4,7,2190,0,1947,1974,"98166",47.4546,-122.337,1620,39480 +"9808650060","20150225T000000",1.3e+006,3,2,2350,15021,"1",0,0,4,8,1770,580,1976,0,"98004",47.6408,-122.219,3530,15715 +"3754700160","20140506T000000",397000,4,2,1440,7680,"1",0,0,3,7,1200,240,1971,0,"98034",47.7245,-122.2,1460,9660 +"0305500140","20150512T000000",365000,3,2.5,2200,4052,"2",0,0,3,8,2200,0,2005,0,"98058",47.4362,-122.178,2310,5082 +"5468750060","20141028T000000",328500,4,3,2290,8250,"2",0,0,3,9,2290,0,1990,0,"98042",47.3739,-122.156,2290,8250 +"2944010240","20140908T000000",988000,4,3,4040,19700,"2",0,0,3,11,4040,0,1987,0,"98052",47.7205,-122.127,3930,21887 +"3454000060","20140722T000000",1e+006,4,2.5,2610,3277,"1.5",0,0,5,8,1920,690,1922,0,"98103",47.6636,-122.33,1810,3277 +"0646910160","20140903T000000",237000,3,2.5,1490,2138,"2",0,0,3,7,1490,0,2005,0,"98055",47.4324,-122.197,1490,2094 +"8564950390","20140919T000000",525000,4,2.5,2450,5280,"2",0,0,3,8,2450,0,2003,0,"98011",47.7734,-122.224,2300,4674 +"2268400350","20140916T000000",749000,4,2.5,1710,9627,"1",0,0,3,9,1440,270,1976,2014,"98006",47.559,-122.164,2140,9131 +"7504101040","20140821T000000",722500,5,2.5,4870,11800,"2",0,0,3,10,3470,1400,1983,0,"98074",47.633,-122.041,3180,11398 +"0011500890","20150312T000000",843000,3,2.5,3130,8750,"2",0,0,3,10,3130,0,1991,0,"98052",47.6954,-122.103,2860,9003 +"9528102772","20140708T000000",438000,2,2,1270,1372,"3",0,0,3,8,1270,0,2000,0,"98115",47.6776,-122.318,1610,3090 +"0284000223","20140916T000000",578000,3,1.75,2120,10875,"1",0,2,3,8,1540,580,1977,0,"98146",47.504,-122.382,2460,11760 +"3353401710","20140923T000000",227950,3,1.5,1670,8230,"1",0,0,5,7,1670,0,1954,0,"98001",47.2613,-122.255,2077,4910 +"8159610030","20140722T000000",196000,3,2.25,2070,11576,"2",0,0,3,7,2070,0,1974,0,"98001",47.3417,-122.271,1890,7519 +"3179100435","20140715T000000",641000,2,1,1420,5332,"1",0,0,3,8,1070,350,1953,0,"98105",47.6694,-122.275,2400,5406 +"0822079033","20150422T000000",350000,3,1.5,1250,219978,"1",0,0,4,6,1250,0,1980,0,"98038",47.4056,-121.955,1930,210394 +"8857600960","20140819T000000",205000,3,1,940,7980,"1",0,0,4,7,940,0,1960,0,"98032",47.3838,-122.289,1150,8050 +"1774000200","20141202T000000",400000,3,1.75,1920,9102,"1",0,0,3,7,1920,0,1968,0,"98072",47.7487,-122.082,1920,9760 +"2024069128","20141110T000000",1.03e+006,3,2.5,3545,9816,"1",0,0,3,10,2610,935,2005,0,"98027",47.5534,-122.078,3630,7704 +"1049010390","20150319T000000",505000,3,2,1260,5460,"1",0,0,3,7,1260,0,1972,0,"98034",47.7355,-122.18,1510,5460 +"7905370390","20141009T000000",475000,5,2.5,2340,7200,"1",0,0,3,7,1300,1040,1975,0,"98034",47.7206,-122.211,1930,7221 +"4140090240","20141105T000000",520000,3,2.25,2590,9263,"1",0,0,5,8,1440,1150,1977,0,"98028",47.7691,-122.262,2580,9450 +"4055700030","20150502T000000",1.45e+006,3,4.5,3970,24920,"2",0,2,3,10,3260,710,1977,1999,"98034",47.7183,-122.258,2610,13838 +"3775300030","20141231T000000",333500,3,1.75,1220,9732,"1",0,0,3,7,1220,0,1965,0,"98011",47.7736,-122.214,1630,10007 +"2525300030","20150222T000000",232000,3,1,1400,10403,"1",0,0,4,6,1400,0,1976,0,"98038",47.362,-122.029,1230,10209 +"1324059104","20150421T000000",691100,3,2.75,2360,16117,"1",0,0,4,8,1710,650,1983,0,"98006",47.5698,-122.121,2120,16117 +"2287000030","20141014T000000",811000,3,1.75,1870,9897,"1",0,0,4,8,1870,0,1960,0,"98040",47.5505,-122.221,1900,10005 +"7702010030","20140520T000000",551000,3,2.5,2830,5802,"2",0,0,3,9,2830,0,2001,0,"98028",47.7605,-122.234,2500,5788 +"1529200340","20150108T000000",496500,3,2.5,2260,3640,"2",0,0,3,8,2260,0,1994,0,"98072",47.7356,-122.157,2350,3710 +"2122039094","20141126T000000",705000,3,3,1970,20978,"2",1,3,4,9,1770,200,1980,0,"98070",47.3844,-122.438,2280,75396 +"1742800030","20140612T000000",578000,4,2.5,3140,9225,"1",0,2,5,9,1770,1370,1966,0,"98055",47.4904,-122.226,2460,9600 +"1796360350","20150128T000000",255000,3,1.75,1240,8659,"1",0,0,5,7,1240,0,1986,0,"98042",47.3663,-122.089,1490,8223 +"6154500070","20140626T000000",1.05e+006,4,3.5,3450,7832,"2",0,0,3,10,3450,0,2007,0,"98006",47.5637,-122.123,3220,8567 +"1843100340","20150305T000000",348000,3,2.25,2570,8491,"2",0,0,4,8,2570,0,1989,0,"98042",47.3759,-122.125,2400,8049 +"8944290160","20141104T000000",230000,3,2,1510,3413,"2",0,0,3,7,1510,0,1985,0,"98031",47.3912,-122.167,1570,3777 +"4166600473","20141209T000000",359500,4,2.25,2390,11250,"2",0,0,3,9,2390,0,1988,0,"98023",47.3305,-122.371,2480,11250 +"7282300125","20141112T000000",330000,3,1,980,7000,"1",0,0,3,6,980,0,1953,0,"98133",47.7617,-122.357,1220,7000 +"8658300340","20140523T000000",80000,1,0.75,430,5050,"1",0,0,2,4,430,0,1912,0,"98014",47.6499,-121.909,1200,7500 +"2419600075","20141201T000000",465000,3,1.75,1480,6360,"1",0,0,3,7,1480,0,1954,0,"98133",47.7311,-122.353,1480,6360 +"2621760350","20141015T000000",325000,4,2.5,1850,7324,"2",0,0,3,8,1850,0,1997,0,"98042",47.3701,-122.107,2100,7329 +"1723049270","20150107T000000",340500,3,2,2270,28025,"1",0,0,4,7,1920,350,1947,0,"98168",47.4857,-122.318,1770,14833 +"4123840310","20150106T000000",342500,3,2.5,1810,5192,"2",0,0,3,8,1810,0,1993,0,"98038",47.3724,-122.042,1810,6200 +"2172000075","20140623T000000",290900,2,2,1610,17600,"2",0,0,3,6,1610,0,1930,1983,"98178",47.4855,-122.266,1310,12950 +"8651611170","20150213T000000",868700,3,4.25,3840,6161,"2",0,0,3,10,3840,0,2000,0,"98074",47.6336,-122.064,3230,7709 +"8820902200","20141113T000000",1.199e+006,4,2.75,4110,8400,"2",0,1,3,9,3130,980,1928,2013,"98125",47.717,-122.281,2820,8400 +"8651610890","20141014T000000",1.15e+006,4,3.25,4190,10259,"2",0,0,3,11,3150,1040,2000,0,"98074",47.6332,-122.066,4300,11919 +"1853080570","20140811T000000",859900,4,2.75,3390,6298,"2",0,0,3,9,3390,0,2011,0,"98074",47.5906,-122.062,3390,7111 +"3629920030","20140808T000000",520000,4,2.25,1890,3006,"2",0,0,3,7,1890,0,2003,0,"98029",47.5461,-121.998,1580,3000 +"1604602050","20140711T000000",460000,3,2.5,1610,2527,"2",0,2,3,9,1080,530,2005,0,"98118",47.5674,-122.29,1610,4173 +"6844700810","20140901T000000",438924,3,1.5,1050,4590,"1",0,0,3,7,850,200,1949,0,"98115",47.6943,-122.29,1770,5400 +"0066000070","20150406T000000",315000,2,1,630,6550,"1",0,0,3,5,630,0,1918,0,"98126",47.5486,-122.38,1420,6550 +"6665800030","20140718T000000",590000,4,2.75,2910,10650,"1",0,2,3,8,1780,1130,1975,0,"98033",47.6658,-122.188,2920,10988 +"2205700350","20141104T000000",378500,4,1.75,1700,8640,"1",0,0,3,7,850,850,1955,0,"98006",47.5772,-122.153,1620,9000 +"5466000030","20140603T000000",328500,3,2.5,1950,8130,"2",0,0,4,9,1950,0,1990,0,"98042",47.3875,-122.161,2350,7691 +"6189200125","20150325T000000",849950,3,3,2990,9773,"2",0,0,4,8,2990,0,1973,0,"98005",47.6344,-122.174,2230,11553 +"9169600135","20141027T000000",525000,3,1.5,1350,6000,"1",0,2,3,7,900,450,1950,0,"98136",47.5275,-122.391,1730,6012 +"2625069070","20150410T000000",1.385e+006,4,3.25,4860,181319,"2.5",0,0,3,9,4860,0,1993,0,"98074",47.6179,-122.005,3850,181319 +"8732131090","20150428T000000",295000,4,2.5,2160,7725,"1",0,0,4,8,1460,700,1978,0,"98023",47.3078,-122.378,2060,8250 +"9286000240","20140711T000000",1.067e+006,6,3.5,4860,11793,"2",0,0,3,11,3860,1000,1998,0,"98006",47.5521,-122.137,3600,11793 +"1895000260","20140721T000000",207950,2,2,890,5000,"1",0,0,3,6,890,0,1917,0,"98118",47.5158,-122.264,1860,5000 +"8691370400","20141216T000000",699900,4,2.75,2810,7302,"2",0,0,3,9,2810,0,2002,0,"98075",47.5985,-121.977,2820,7302 +"5423010350","20150210T000000",1.28e+006,5,2.5,3400,9500,"2",0,1,4,8,3400,0,1977,0,"98027",47.5645,-122.082,3080,11081 +"8562501040","20141120T000000",452000,4,1.5,1580,7350,"1",0,0,4,7,960,620,1963,0,"98052",47.6734,-122.154,1560,7350 +"2475200140","20150205T000000",370000,3,2,1680,5036,"1",0,1,4,7,1680,0,1987,0,"98055",47.4734,-122.186,1680,4921 +"7942100310","20150127T000000",232000,3,1.75,1300,11230,"1",0,0,5,7,1300,0,1968,0,"98042",47.3811,-122.087,1300,10794 +"3760000030","20141030T000000",669950,5,2.5,2820,14062,"2",0,0,4,7,2380,440,1960,0,"98034",47.7081,-122.215,1910,10392 +"1727500340","20140614T000000",397500,3,2,1510,6710,"1",0,0,3,7,1070,440,1972,0,"98034",47.7193,-122.216,1660,6600 +"9828702519","20140512T000000",490000,2,2.5,1230,1391,"2",0,0,3,8,870,360,2004,0,"98112",47.6192,-122.301,1240,1350 +"4432600075","20150128T000000",725000,4,2,2110,4140,"2",0,0,3,9,1710,400,1925,2003,"98116",47.5836,-122.387,1440,4420 +"7806300030","20140917T000000",299000,3,2.75,3080,19635,"1",0,2,4,7,1610,1470,1958,0,"98032",47.3841,-122.284,2424,12410 +"9274202270","20140818T000000",625000,2,1.5,1490,5750,"1.5",0,0,4,7,1190,300,1900,0,"98116",47.5872,-122.39,1590,4025 +"7852030960","20141106T000000",437500,3,2.5,2120,4500,"2",0,0,3,7,2120,0,2000,0,"98065",47.5322,-121.88,2530,4816 +"7852170140","20150510T000000",650000,4,2.5,3180,5438,"2",0,0,3,9,3180,0,2003,0,"98065",47.5416,-121.864,3030,5335 +"7518503335","20140519T000000",475000,2,1,1490,3825,"1",0,0,3,7,860,630,1929,0,"98117",47.6799,-122.381,1460,3825 +"5467900070","20140502T000000",342000,3,2,1930,11947,"1",0,0,4,8,1930,0,1966,0,"98042",47.3672,-122.151,2200,12825 +"1245002952","20141015T000000",1.19735e+006,4,2.5,2770,7800,"2",0,0,3,10,2770,0,1999,0,"98033",47.684,-122.205,2720,10000 +"8906200070","20150210T000000",280000,3,1.5,1670,11610,"1",0,0,4,7,1670,0,1963,0,"98055",47.4404,-122.191,1930,10200 +"5379805885","20140521T000000",240000,2,1.75,1330,7200,"1",0,0,3,7,1330,0,1993,0,"98188",47.4467,-122.281,1450,11682 +"2769600560","20140527T000000",529000,3,1,1210,3328,"1.5",0,0,4,7,1210,0,1924,0,"98107",47.6729,-122.363,1640,3333 +"9238901420","20150202T000000",442000,3,1,1190,5100,"1",0,0,4,7,1030,160,1941,0,"98136",47.5346,-122.385,1690,5100 +"5113400431","20140508T000000",615000,2,1,1540,6872,"1",0,0,4,7,820,720,1946,0,"98119",47.6454,-122.373,1420,5538 +"3885805665","20140612T000000",1.485e+006,4,3.75,4030,10800,"2",0,0,3,10,4030,0,2006,0,"98033",47.6821,-122.196,2160,7200 +"8121200810","20150505T000000",585000,4,1.75,2430,7559,"1",0,0,4,8,1580,850,1981,0,"98052",47.7206,-122.11,1980,8750 +"5126310400","20150305T000000",480000,4,2.5,2600,7787,"2",0,0,3,8,2600,0,2005,0,"98059",47.4877,-122.139,2830,7787 +"7322910030","20140721T000000",1.095e+006,5,3.5,4410,57063,"2",0,0,4,9,4410,0,1990,0,"98053",47.6554,-122.018,2900,50529 +"2827100070","20141105T000000",290000,4,1,1330,8184,"1.5",0,0,3,7,1330,0,1949,0,"98133",47.7343,-122.347,1220,660 +"9276201895","20140820T000000",615000,3,1.75,1900,5000,"1",0,0,5,7,950,950,1951,0,"98116",47.5789,-122.393,1770,5000 +"4402700070","20150311T000000",300000,2,1,1100,7680,"1",0,0,4,7,1100,0,1950,0,"98133",47.7439,-122.339,1460,7680 +"1922059046","20141029T000000",308000,3,1,1980,39150,"1.5",0,0,3,6,1580,400,1932,0,"98030",47.3818,-122.225,1860,11811 +"0925059288","20150507T000000",750000,3,2.5,2400,7745,"2",0,0,3,9,2400,0,2001,0,"98033",47.6734,-122.173,2080,8615 +"4386700135","20141114T000000",2.25e+006,4,2.25,4760,8036,"2.5",0,0,5,9,3390,1370,1916,0,"98112",47.6415,-122.285,2950,9323 +"1923069078","20140805T000000",890000,4,3.25,3180,194278,"2",0,0,3,10,3180,0,2005,0,"98059",47.4711,-122.084,2200,178160 +"1432400335","20150325T000000",288000,3,1,1190,7560,"1",0,0,5,6,1190,0,1958,0,"98058",47.452,-122.177,1190,7560 +"1180003090","20140906T000000",190000,2,1,630,6000,"1",0,0,3,6,630,0,1943,2005,"98178",47.4973,-122.221,1470,6840 +"0726049331","20150326T000000",515000,5,3,2530,5105,"1",0,0,3,8,1520,1010,2005,0,"98133",47.7546,-122.341,2290,4011 +"3340401555","20141105T000000",235000,4,1.5,1690,11054,"1",0,0,4,5,1690,0,1930,0,"98055",47.4667,-122.215,1690,9040 +"7453000070","20140818T000000",275000,2,1,940,5000,"1",0,0,3,6,940,0,1951,0,"98126",47.5186,-122.374,940,5000 +"4348800030","20141121T000000",727500,2,2,1240,9119,"1",0,0,4,7,1240,0,1952,0,"98004",47.6221,-122.193,1380,9121 +"7202331420","20140620T000000",650000,4,2.5,3040,6587,"2",0,0,3,7,3040,0,2003,0,"98053",47.683,-122.039,2740,6587 +"3225079035","20140618T000000",1.6e+006,6,5,6050,230652,"2",0,3,3,11,6050,0,2001,0,"98024",47.6033,-121.943,4210,233971 +"6381500700","20141105T000000",365000,4,1,1590,7085,"1.5",0,0,3,6,1590,0,1944,0,"98125",47.7315,-122.305,1320,7085 +"0339500160","20141008T000000",662000,3,1.75,2500,36947,"1",0,0,3,9,2500,0,1984,0,"98052",47.6917,-122.084,2590,28837 +"1545807610","20150429T000000",270500,3,2.5,1780,7848,"1",0,0,3,7,1320,460,1978,0,"98038",47.3608,-122.056,1680,7848 +"1843200240","20150505T000000",200000,2,1.5,1360,1898,"2",0,0,3,7,1360,0,1978,0,"98092",47.2852,-122.19,1360,1898 +"4403600270","20150224T000000",970000,4,3.25,4740,76230,"2",0,0,3,10,4740,0,1987,0,"98075",47.5931,-122.071,3340,49206 +"2008200060","20140624T000000",160000,3,1.5,1010,9600,"1",0,0,4,7,1010,0,1962,0,"98198",47.4097,-122.316,1400,9660 +"1521069070","20150218T000000",204000,3,1,1040,7405,"1",0,0,4,6,1040,0,1971,0,"98010",47.3105,-122.021,1580,7405 +"2459500310","20150218T000000",358000,3,2.25,1610,6655,"2",0,0,4,7,1610,0,1985,0,"98058",47.4296,-122.161,1780,7529 +"6204420070","20150501T000000",452000,4,1.75,1570,8268,"1",0,0,3,7,1570,0,1979,0,"98011",47.7373,-122.197,1870,8190 +"5694500105","20141204T000000",595000,2,2,1510,4000,"1",0,0,4,7,1010,500,1900,0,"98103",47.6582,-122.345,1920,4000 +"5466410030","20150410T000000",249000,3,2,1360,6082,"1",0,0,3,7,1360,0,1994,0,"98042",47.3577,-122.16,1360,6987 +"9485740340","20150310T000000",346900,4,2.5,1970,5106,"2",0,0,3,8,1970,0,1999,0,"98055",47.449,-122.205,2230,5109 +"0622049114","20150218T000000",2.125e+006,3,2.5,5403,24069,"2",1,4,4,12,5403,0,1976,0,"98166",47.4169,-122.348,3980,104374 +"2270000070","20141030T000000",280000,4,2.5,1560,4350,"2",0,0,3,7,1560,0,2003,0,"98056",47.5025,-122.186,1560,4350 +"1310900260","20141013T000000",318888,4,1.75,2320,12000,"1",0,0,4,8,2270,50,1973,0,"98032",47.3644,-122.28,2120,9880 +"0224069094","20140911T000000",530000,3,2.25,2120,40518,"1",0,0,3,8,2120,0,1967,0,"98075",47.5896,-122.009,2480,13492 +"7800800160","20141121T000000",375000,3,2.25,2120,18500,"2",0,0,4,8,2120,0,1983,0,"98031",47.3914,-122.169,2120,14479 +"2944000240","20150422T000000",910000,4,2.5,3350,29242,"2",0,0,3,11,3350,0,1988,0,"98052",47.7197,-122.131,3920,24728 +"4139400710","20140523T000000",782000,4,2.5,2380,9614,"2",0,0,4,10,2380,0,1991,0,"98006",47.5623,-122.116,2560,9770 +"7899800860","20150319T000000",259950,2,2,1070,649,"2",0,0,3,9,720,350,2008,0,"98106",47.5213,-122.357,1070,928 +"2473420140","20140923T000000",315000,4,2.75,2300,18360,"1",0,0,4,7,1560,740,1979,0,"98058",47.4518,-122.16,1870,9588 +"5000500055","20140528T000000",215000,2,1,1320,8865,"1",0,0,4,6,1320,0,1943,0,"98168",47.4949,-122.3,1190,6490 +"4099500935","20140723T000000",705000,3,1.75,2180,10221,"1",0,2,4,7,1140,1040,1946,0,"98040",47.5885,-122.248,2180,8535 +"1373800295","20141013T000000",1.45e+006,3,3,4380,6320,"2",0,3,5,10,3580,800,1952,0,"98199",47.6452,-122.411,3080,7680 +"4025300135","20150508T000000",451000,3,1.75,1790,9813,"2",0,0,3,7,1790,0,1949,0,"98155",47.749,-122.305,1520,10125 +"3294700310","20140902T000000",261000,2,1,750,8125,"1",0,0,4,6,750,0,1943,0,"98055",47.4727,-122.198,1340,8750 +"8718500075","20141117T000000",396000,3,1.5,1300,8280,"1",0,0,5,7,1300,0,1956,0,"98028",47.7403,-122.256,1570,8692 +"4309710240","20140722T000000",725000,4,2.5,2990,29170,"2",0,3,3,9,2990,0,1999,0,"98059",47.5146,-122.117,3715,29170 +"5486800070","20140620T000000",1.95e+006,7,3.5,4640,15235,"2",0,1,3,11,2860,1780,1965,2003,"98040",47.5666,-122.231,3230,20697 +"0236400320","20140715T000000",238000,4,1,1400,7242,"1.5",0,0,3,7,1400,0,1959,0,"98188",47.4339,-122.291,1310,7314 +"4376700570","20150427T000000",750000,6,1.75,2750,9563,"2",0,0,4,8,2750,0,1973,0,"98052",47.6368,-122.097,2040,9563 +"8648100200","20141027T000000",331500,4,2.5,2050,10271,"2",0,0,3,7,2050,0,1998,0,"98042",47.3628,-122.075,2050,8103 +"3624079046","20141028T000000",460000,4,3,2230,108900,"1",0,0,3,7,1410,820,1978,0,"98065",47.52,-121.845,1960,65340 +"1921069084","20140707T000000",404950,4,2.25,2340,217014,"1",0,0,4,8,2340,0,1982,0,"98092",47.2953,-122.083,2340,107898 +"6431500140","20141217T000000",880000,3,2.5,2870,5163,"2",0,0,3,9,2870,0,2014,0,"98103",47.6935,-122.352,1630,7995 +"2725069050","20140613T000000",863000,4,2.5,4120,22370,"2",0,0,3,10,4120,0,1997,0,"98074",47.6239,-122.023,3180,7257 +"5307100060","20141216T000000",638700,3,1.75,2080,9162,"1",0,0,3,7,1370,710,1960,0,"98005",47.5846,-122.168,1870,8944 +"7203102050","20140728T000000",435000,3,2.5,1840,5680,"2",0,0,3,7,1840,0,2008,0,"98053",47.6969,-122.026,1600,4697 +"0561000075","20141231T000000",260000,3,1,1180,5350,"1.5",0,0,4,6,1180,0,1959,0,"98178",47.505,-122.259,1490,5350 +"2436701180","20140814T000000",671500,5,2.75,2160,4000,"1.5",0,0,5,7,1530,630,1927,0,"98105",47.667,-122.289,2040,4000 +"0809002765","20141022T000000",610000,3,1,1180,3400,"1.5",0,0,3,8,1180,0,1907,0,"98109",47.6376,-122.353,1440,3400 +"4045500710","20141218T000000",405000,2,0.75,1160,15029,"1",0,0,4,6,870,290,1937,0,"98014",47.6929,-121.87,1870,25346 +"5104510270","20140718T000000",338900,4,2.5,1830,5612,"2",0,0,3,7,1830,0,2003,0,"98038",47.3572,-122.015,1830,5998 +"0098020350","20150123T000000",720000,4,4,3200,7708,"2",0,0,3,10,3200,0,2004,0,"98075",47.5816,-121.97,3480,7944 +"1714900060","20150424T000000",442000,5,3,2560,5445,"1.5",0,0,4,7,1760,800,1927,0,"98108",47.5502,-122.311,1080,5445 +"1189000030","20140603T000000",650000,5,2.75,2550,5040,"1.5",0,0,5,8,2550,0,1902,0,"98122",47.6136,-122.299,1590,3840 +"2473360060","20150102T000000",263500,3,1.75,1330,9917,"1",0,0,3,7,1040,290,1981,0,"98058",47.4478,-122.161,1330,9081 +"0222069082","20141217T000000",300000,2,1,1220,75794,"1",0,0,4,7,1220,0,1963,0,"98038",47.4219,-122.007,2010,98010 +"8669160310","20141209T000000",266000,3,2.5,1805,3402,"2",0,0,3,7,1805,0,2009,0,"98002",47.3521,-122.212,2095,3402 +"1526069135","20141211T000000",930000,4,4,6050,84942,"2.5",0,2,3,9,4150,1900,2009,0,"98077",47.7466,-122.029,2700,199504 +"1088650310","20150127T000000",530000,4,2.5,2320,5493,"2",0,0,3,8,2320,0,2004,0,"98028",47.7727,-122.229,2450,5471 +"8945200860","20141211T000000",180000,3,1,1384,8960,"1",0,0,4,6,1384,0,1965,0,"98023",47.3062,-122.371,1000,8470 +"7853240200","20140516T000000",619000,3,2.5,2720,6439,"2",0,0,3,9,2720,0,2005,0,"98065",47.5422,-121.86,3180,7320 +"7511800070","20140821T000000",264000,3,1.5,1820,10608,"1",0,0,4,7,1820,0,1962,0,"98003",47.3366,-122.306,1380,8976 +"2998800125","20140701T000000",730000,2,2.25,2130,4920,"1.5",0,4,4,7,1530,600,1941,0,"98116",47.573,-122.409,2130,4920 +"3876300310","20141022T000000",439000,4,2.25,2060,10070,"2",0,0,3,7,2060,0,1975,0,"98034",47.7258,-122.177,2060,8155 +"5419800510","20141117T000000",268500,4,1.75,1420,7500,"1",0,0,4,7,1080,340,1981,0,"98031",47.4025,-122.176,1500,7260 +"0192460060","20140715T000000",330000,3,1.75,1510,15744,"1",0,0,3,7,1510,0,1985,0,"98045",47.476,-121.755,1470,15744 +"7942601895","20140819T000000",640000,3,2.5,2160,4000,"1.5",0,0,3,8,1960,200,1903,2013,"98122",47.6045,-122.307,2160,5120 +"7504010570","20140708T000000",900000,3,2.5,3180,12600,"2",0,0,4,11,3180,0,1978,0,"98074",47.6366,-122.058,3030,12835 +"1442740140","20140930T000000",370000,3,2.25,2110,13300,"2",0,0,4,8,2110,0,1985,0,"98038",47.3725,-122.06,2470,14000 +"6909200575","20150314T000000",685000,3,2,2060,2900,"1.5",0,0,5,8,1330,730,1931,0,"98144",47.5897,-122.292,1910,3900 +"2525069041","20140904T000000",505000,3,1.5,1830,217800,"1",0,0,3,7,1010,820,1981,0,"98053",47.6277,-121.972,2450,165963 +"3620069036","20141021T000000",265000,3,1.75,1820,32666,"1",0,0,4,7,1820,0,1966,0,"98022",47.1803,-121.974,2050,43560 +"2781280390","20150324T000000",290000,3,2.5,1610,2937,"2",0,0,3,8,1610,0,2006,0,"98055",47.4489,-122.188,1610,3049 +"9542830350","20140902T000000",296000,4,2.5,1780,3600,"2",0,0,3,7,1780,0,2006,0,"98038",47.3665,-122.017,2020,3802 +"1123049053","20150213T000000",360000,4,2.5,1840,9611,"2",0,0,3,7,1840,0,1996,0,"98178",47.4964,-122.251,1830,8505 +"8018600765","20140604T000000",240500,3,1.75,1460,10584,"1",0,0,3,7,990,470,1997,0,"98168",47.492,-122.317,1220,12012 +"3278600240","20140722T000000",372500,2,2.5,1400,2958,"2",0,0,3,8,1400,0,2007,0,"98126",47.5496,-122.373,1540,2385 +"7846200070","20141002T000000",595000,3,2.5,3370,14402,"2",0,2,3,9,3370,0,2004,0,"98045",47.5008,-121.776,3330,9691 +"0662310400","20141017T000000",515000,4,3,3590,8249,"2",0,0,3,9,3590,0,1997,0,"98023",47.2846,-122.341,2860,7995 +"8651100140","20140805T000000",1.22e+006,4,2.25,3200,15367,"2",0,0,4,9,3200,0,1962,0,"98040",47.5494,-122.216,3070,15263 +"8682250350","20141009T000000",507000,2,1.75,1670,6460,"1",0,0,3,8,1670,0,2004,0,"98053",47.7123,-122.027,2170,6254 +"3211230260","20150204T000000",399950,4,2,2420,31465,"1",0,0,3,9,2420,0,1984,0,"98092",47.3131,-122.115,2560,32186 +"4233400340","20140820T000000",185000,3,1.75,1430,10816,"2",0,0,3,7,1430,0,1994,0,"98010",47.3122,-121.996,1560,10816 +"7199350340","20140825T000000",460000,3,1.75,1440,7070,"1",0,0,3,7,1440,0,1980,0,"98052",47.6947,-122.125,1440,7210 +"3904901710","20150224T000000",435500,3,2.25,1450,4789,"2",0,0,3,7,1450,0,1985,0,"98029",47.5665,-122.018,1560,4490 +"0240000058","20150408T000000",469000,4,2.75,3550,13938,"1",0,0,5,8,2100,1450,1966,0,"98188",47.425,-122.283,2050,9000 +"6865200444","20140505T000000",531000,2,3,1270,1175,"2",0,0,3,8,1110,160,2000,0,"98103",47.6634,-122.34,1290,1800 +"9498200046","20150206T000000",443500,2,1,940,6804,"1",0,0,3,7,940,0,1949,0,"98177",47.7047,-122.373,1150,6930 +"1796380960","20141126T000000",223000,3,2,1670,6824,"1",0,0,3,7,1300,370,1990,0,"98042",47.3666,-122.084,1660,7586 +"5631500868","20150417T000000",590000,4,3.5,3100,15842,"2",0,0,3,8,2400,700,1996,0,"98028",47.7466,-122.242,2200,19400 +"3126049411","20141209T000000",340000,2,2.5,1100,1760,"3",0,0,3,7,1100,0,1997,0,"98103",47.6972,-122.35,1200,1415 +"2321300390","20141105T000000",650000,3,2,1870,3388,"1",0,0,4,8,1230,640,1925,0,"98199",47.6372,-122.395,1780,4050 +"3905040800","20140925T000000",533600,3,2.5,1930,5080,"2",0,0,4,8,1930,0,1990,0,"98029",47.5694,-122.001,2190,5085 +"4379400260","20140610T000000",695000,3,2.75,2540,4694,"2",0,0,3,9,2540,0,2005,0,"98074",47.6214,-122.024,2600,6344 +"5115000160","20140617T000000",242000,3,1.75,1280,7524,"1.5",0,0,4,7,1280,0,1988,0,"98031",47.3961,-122.188,1500,7777 +"2826049234","20150114T000000",425000,3,2.25,1820,8814,"1",0,0,3,7,1280,540,1967,0,"98125",47.7162,-122.309,1810,7515 +"6600700030","20150506T000000",525000,3,2.25,1490,9414,"2",0,0,3,7,1490,0,1981,0,"98052",47.6844,-122.113,1290,10125 +"3904930240","20140922T000000",485000,3,2.5,1880,5502,"2",0,0,3,8,1880,0,1988,0,"98029",47.5737,-122.018,2040,5411 +"9407110700","20150113T000000",175000,3,1,1250,9775,"1",0,0,3,7,1250,0,1971,0,"98045",47.4474,-121.771,1390,9650 +"1682500160","20140619T000000",210000,3,2,1440,7210,"1",0,0,3,8,1440,0,1983,0,"98092",47.3128,-122.184,1700,7245 +"8078570390","20150415T000000",260000,3,2.5,1920,7415,"2",0,0,3,7,1920,0,1989,0,"98031",47.4022,-122.171,1930,7536 +"3010300240","20140623T000000",577000,3,2.5,2060,5750,"1",0,0,3,7,1330,730,1976,0,"98116",47.5671,-122.391,1920,5750 +"9500900135","20141021T000000",200000,3,1.5,1210,10588,"1",0,0,4,7,1210,0,1958,0,"98002",47.2876,-122.212,1408,10588 +"0461001615","20150225T000000",605000,2,1.75,1760,5000,"1",0,0,4,7,940,820,1927,0,"98117",47.682,-122.372,1530,5000 +"6411600069","20140521T000000",325000,3,1,990,6750,"1",0,0,4,6,990,0,1947,0,"98133",47.7125,-122.331,1440,6860 +"7812800565","20140814T000000",289500,3,1,960,6400,"1",0,0,4,6,820,140,1944,0,"98178",47.496,-122.239,1200,6600 +"7548300731","20140808T000000",559950,3,2.5,1660,1458,"3",0,0,3,9,1660,0,2014,0,"98144",47.5876,-122.309,1660,1784 +"8925100390","20150406T000000",1.0425e+006,3,1.75,1900,9375,"1",0,1,4,8,1330,570,1941,0,"98115",47.6821,-122.273,2760,9375 +"7010700292","20141009T000000",543500,3,2.25,1270,2790,"1",0,0,3,7,990,280,1970,0,"98199",47.6581,-122.396,1920,4000 +"9485951170","20140522T000000",480000,4,2.25,3250,34293,"2",0,0,4,9,3250,0,1983,0,"98042",47.3496,-122.094,3110,35982 +"5437820310","20140523T000000",218000,3,1,960,9633,"1",0,0,5,6,960,0,1982,0,"98022",47.1951,-122.001,1080,8610 +"0582000135","20140622T000000",565000,2,1.75,1330,6000,"1",0,0,4,7,960,370,1914,1945,"98199",47.6539,-122.396,1620,6000 +"3204800370","20141212T000000",426700,3,1.75,2080,7700,"1",0,0,5,7,1600,480,1968,0,"98056",47.5375,-122.178,1680,7700 +"8832900550","20140912T000000",650000,3,2.5,2690,11575,"1",0,3,3,8,2130,560,1957,0,"98028",47.7605,-122.267,2390,11782 +"9550204515","20140924T000000",542000,2,1,890,3060,"1",0,0,3,7,770,120,1910,0,"98105",47.6663,-122.326,1760,4080 +"7199330390","20140624T000000",415000,3,1.75,1070,8000,"1",0,0,3,7,1070,0,1977,0,"98052",47.6978,-122.13,1200,7990 +"6131600060","20140815T000000",214000,3,1,1200,8316,"1",0,0,4,6,1200,0,1953,0,"98002",47.3221,-122.215,1200,8316 +"5379805460","20150121T000000",245000,3,1.5,1360,8910,"2",0,0,5,7,1360,0,1949,0,"98188",47.4488,-122.275,1220,8912 +"7212652180","20140701T000000",314500,3,2,2050,13303,"1",0,0,3,8,2050,0,1993,0,"98003",47.2681,-122.31,2180,11590 +"6379500640","20150409T000000",1.12e+006,3,1.5,3000,5750,"2",0,0,5,9,2000,1000,1924,0,"98116",47.5821,-122.39,1820,5750 +"4315700060","20150303T000000",378000,2,2,1300,3850,"1",0,0,3,7,800,500,1963,0,"98136",47.5395,-122.39,950,5500 +"3329500060","20140728T000000",305000,4,2.5,2250,9091,"1",0,0,3,7,1340,910,1982,0,"98001",47.336,-122.269,1540,7802 +"4140090320","20150320T000000",595000,5,2.75,3740,6750,"1",0,0,4,8,1980,1760,1978,0,"98028",47.7679,-122.261,2620,7920 +"9385200045","20150512T000000",729500,3,2.5,1660,1091,"3",0,1,3,9,1530,130,2015,0,"98116",47.5818,-122.402,1510,1352 +"7852180340","20140930T000000",430000,3,2.5,2360,6699,"2",0,0,3,7,2360,0,2003,0,"98065",47.5317,-121.853,2360,4744 +"1545804340","20150409T000000",240000,3,1.75,1760,6500,"1",0,0,3,7,1150,610,1987,0,"98038",47.3647,-122.05,1760,8125 +"2490200320","20150320T000000",545000,3,1.75,1680,6200,"1.5",0,0,3,7,1680,0,1916,0,"98136",47.5338,-122.384,1680,5100 +"2218000335","20140707T000000",530000,3,1.75,1320,2500,"1",0,0,3,7,870,450,1918,0,"98105",47.6681,-122.305,1580,2750 +"0922049078","20141118T000000",157000,1,1,870,26326,"1",0,0,3,6,870,0,1939,0,"98198",47.4152,-122.3,1250,10608 +"2586800270","20150407T000000",425000,4,1,1260,7645,"1.5",0,0,3,6,1260,0,1925,0,"98146",47.5044,-122.35,1170,7649 +"4338800370","20141117T000000",220000,3,1,1000,6020,"1",0,0,3,6,1000,0,1944,0,"98166",47.4793,-122.346,1300,8640 +"7214700350","20141124T000000",521000,4,1.75,2020,36400,"1",0,0,4,8,1550,470,1976,0,"98077",47.7627,-122.076,2520,38255 +"3226200105","20140523T000000",325000,3,1,1920,6862,"1",0,2,3,7,1120,800,1952,0,"98118",47.5193,-122.274,2000,6900 +"2324039036","20150403T000000",597500,3,2,2150,5400,"1.5",0,0,4,7,1380,770,1911,0,"98126",47.555,-122.379,1940,6500 +"7849202231","20140723T000000",337000,3,2.5,1470,3976,"2",0,0,3,7,1470,0,1999,0,"98065",47.526,-121.826,1490,4400 +"5196410260","20150422T000000",1e+006,3,2.5,3180,10492,"2",0,2,3,10,3180,0,1991,0,"98052",47.655,-122.124,3000,9812 +"3760500116","20141120T000000",3.07e+006,3,2.5,3930,55867,"1",1,4,4,8,2330,1600,1957,0,"98034",47.7022,-122.224,2730,26324 +"2985800030","20140507T000000",495000,3,1,990,6000,"1",0,0,3,6,990,0,1943,0,"98105",47.6718,-122.267,1250,6000 +"0259900160","20150102T000000",748000,4,3.5,2770,3330,"2",0,0,3,8,1970,800,2001,0,"98052",47.6327,-122.109,2180,3380 +"0708000030","20140902T000000",888000,3,1.5,1250,8710,"1",0,0,4,7,1250,0,1953,0,"98004",47.6245,-122.198,1750,9185 +"0192460310","20150324T000000",269900,3,1.75,1140,22267,"1",0,0,3,7,1140,0,1986,0,"98045",47.4761,-121.758,1150,15625 +"9412200260","20141113T000000",496500,4,2.5,2250,14440,"1",0,0,3,7,1550,700,1967,0,"98027",47.5221,-122.045,2090,11400 +"1062100116","20150121T000000",475000,3,2.5,1640,5097,"2",0,0,3,7,1640,0,1969,0,"98155",47.7522,-122.278,1880,6000 +"6798100662","20140527T000000",312000,3,1.5,1255,1374,"3",0,0,3,7,1255,0,2004,0,"98125",47.7145,-122.311,1307,1232 +"1775920350","20141124T000000",323000,3,1,1290,12231,"1",0,0,3,7,1290,0,1976,0,"98072",47.7404,-122.11,1390,11632 +"2525500260","20141124T000000",331000,3,1.75,1300,9079,"1",0,0,3,7,1300,0,1986,0,"98059",47.4834,-122.159,1890,7369 +"6145600041","20140514T000000",306000,3,1.5,1220,1086,"3",0,0,3,8,1220,0,2007,0,"98133",47.7049,-122.353,1220,1422 +"3300701615","20140930T000000",655000,4,2.5,2630,4000,"3",0,0,3,8,2630,0,2002,0,"98117",47.6915,-122.381,1640,4000 +"5151600340","20140709T000000",290000,3,1.5,1950,15954,"1",0,0,4,8,1950,0,1959,0,"98003",47.336,-122.319,1940,12667 +"7613700521","20140802T000000",1.25e+006,4,3.25,3160,5000,"2",0,0,5,9,2360,800,1965,0,"98105",47.6597,-122.274,2220,4000 +"2710600045","20140616T000000",460000,3,1.75,1550,4708,"1",0,0,4,7,860,690,1949,0,"98115",47.6759,-122.286,1880,5600 +"5101405124","20140912T000000",435000,4,2.5,1700,6380,"1",0,0,4,7,850,850,1940,0,"98115",47.6988,-122.319,1380,6380 +"6067910030","20150316T000000",664000,4,2.75,2510,11880,"1",0,0,5,8,1630,880,1978,0,"98006",47.5427,-122.181,2390,11211 +"1959701890","20140729T000000",865000,4,1.75,1800,4180,"2",0,3,4,8,1800,0,1921,0,"98102",47.6462,-122.318,2180,4620 +"1402200340","20140813T000000",385000,3,1.75,1800,18000,"1",0,0,3,8,1200,600,1968,0,"98058",47.4406,-122.146,1800,18000 +"3558900070","20140718T000000",497000,3,2.25,1870,9315,"1",0,0,3,7,1350,520,1975,0,"98034",47.705,-122.202,2230,9579 +"7846700310","20140623T000000",280000,2,1,1010,3000,"1",0,0,4,7,1010,0,1925,0,"98045",47.4965,-121.785,1150,7000 +"3348401740","20150127T000000",188000,2,1.5,1120,17487,"1",0,0,3,6,1120,0,1924,0,"98178",47.5024,-122.271,1690,8056 +"3013300288","20140930T000000",478500,3,1,2090,4755,"1",0,2,3,8,1200,890,1969,0,"98136",47.5304,-122.387,1850,5300 +"7852070060","20140731T000000",1.145e+006,4,3.5,4370,18361,"2",0,0,3,11,4370,0,2001,0,"98065",47.544,-121.872,4190,13641 +"5029450160","20140815T000000",222000,3,2,1440,7187,"1",0,0,4,7,970,470,1981,0,"98023",47.291,-122.368,1440,7187 +"3526069070","20140528T000000",799000,4,3,2580,209523,"2",0,0,3,8,2580,0,1984,0,"98053",47.6932,-122.006,3440,213444 +"5104540240","20140609T000000",609900,4,2.5,3190,7399,"2",0,0,3,10,3190,0,2006,0,"98038",47.3558,-122.004,3250,7323 +"3438500486","20141016T000000",413000,4,3.5,2380,5809,"2",0,0,4,7,1750,630,1995,0,"98106",47.5536,-122.359,1620,5775 +"5102400105","20141013T000000",400000,4,1,1420,4875,"1.5",0,0,3,7,1420,0,1930,0,"98115",47.6942,-122.321,1110,5413 +"2346200030","20150105T000000",802541,5,2.75,2990,6768,"2",0,0,3,9,2990,0,2014,0,"98006",47.5462,-122.182,2870,6768 +"1321710030","20140519T000000",320000,3,2.5,2680,7757,"2",0,0,3,8,2680,0,1990,0,"98023",47.2918,-122.346,2430,8231 +"7853290030","20150311T000000",507000,4,2.5,2730,7649,"2",0,0,3,7,2730,0,2006,0,"98065",47.5441,-121.882,2730,6216 +"1566100400","20140924T000000",387500,3,1,1220,8329,"1",0,0,3,6,1220,0,1946,0,"98115",47.6982,-122.298,1490,8322 +"1775800800","20150224T000000",396000,3,1,1500,12616,"1",0,0,3,7,1500,0,1967,0,"98072",47.7415,-122.101,1820,13950 +"9133600075","20140821T000000",373000,3,1.75,1830,11788,"1",0,1,3,8,1430,400,1958,0,"98055",47.4862,-122.224,2140,11964 +"5450900060","20140923T000000",1.4849e+006,5,2.5,4570,19252,"2",0,0,5,10,4570,0,1965,0,"98040",47.5553,-122.22,3180,13314 +"1402600700","20140721T000000",359900,4,2.25,2470,7698,"2",0,0,3,8,2470,0,1983,0,"98058",47.4406,-122.141,2330,7986 +"8024200350","20150304T000000",410000,2,1,800,4342,"1",0,0,3,6,670,130,1927,0,"98115",47.6997,-122.316,1210,4343 +"3121500340","20140712T000000",690000,4,2.5,2900,23488,"2",0,0,3,9,2900,0,1992,0,"98053",47.6726,-122.03,2900,34589 +"7697870860","20140625T000000",245000,3,2,1410,5760,"1",0,0,3,7,1410,0,1985,0,"98030",47.3702,-122.185,1670,6222 +"7527200030","20141229T000000",700000,5,2.5,2830,25958,"1",0,1,5,8,1610,1220,1979,0,"98075",47.5896,-122.083,2670,21567 +"2013200390","20140922T000000",268000,4,1.75,1680,9966,"1",0,0,3,7,1100,580,1977,0,"98198",47.3923,-122.311,2400,10369 +"0766500030","20140610T000000",225000,3,1.75,1760,26055,"1",0,0,3,7,920,840,1979,0,"98042",47.3664,-122.1,1350,13475 +"6664000030","20141009T000000",980000,4,2.25,2240,11034,"2",0,0,3,8,2240,0,1976,0,"98004",47.5894,-122.195,2300,11550 +"9349900105","20150407T000000",795000,2,1,1380,5000,"1.5",0,2,3,5,1380,0,1905,0,"98106",47.5708,-122.359,1500,5000 +"1895000045","20150504T000000",195000,2,1,820,5100,"1",0,0,3,6,820,0,1953,0,"98118",47.5156,-122.262,1170,5304 +"6205500030","20141103T000000",480000,4,2,2180,10575,"1",0,0,2,6,1730,450,1950,0,"98005",47.589,-122.177,2180,12010 +"7011200260","20141219T000000",485000,4,2,1400,3600,"1",0,0,3,7,1100,300,1900,0,"98119",47.6385,-122.37,1630,2048 +"0041000454","20140815T000000",130000,2,1,880,9000,"1",0,0,3,5,880,0,1928,0,"98188",47.4672,-122.291,1410,10000 +"7203600550","20140804T000000",325000,2,1,1060,5703,"1",0,2,4,6,1060,0,1946,0,"98198",47.3444,-122.327,2240,4416 +"9477200560","20150413T000000",440000,3,1.75,1530,7245,"1",0,0,4,7,1530,0,1984,0,"98034",47.731,-122.191,1530,7490 +"4022907770","20141014T000000",550000,4,1.75,2480,14782,"1",0,3,3,8,1460,1020,1958,0,"98155",47.7646,-122.271,2910,10800 +"5231000060","20140805T000000",310000,3,1.75,1490,7150,"1",0,0,5,6,1490,0,1967,0,"98059",47.5015,-122.124,1350,9100 +"6055000310","20140701T000000",530000,3,2.5,3660,39478,"2",0,2,4,9,3260,400,1989,0,"98022",47.2413,-121.972,2700,38312 +"3216900060","20140625T000000",390000,4,2.5,2340,8548,"2",0,0,3,8,2340,0,1993,0,"98031",47.4206,-122.183,1970,6818 +"7967200060","20140908T000000",243000,3,1.75,1450,12125,"1",0,0,4,7,1450,0,1981,0,"98001",47.3575,-122.28,1210,12125 +"8077210350","20140722T000000",639000,4,2.5,2210,9875,"2",0,0,3,9,2210,0,1990,0,"98074",47.6285,-122.025,2440,8799 +"7203000640","20140918T000000",215000,4,1,1130,7400,"1",0,0,4,7,1130,0,1969,0,"98003",47.3437,-122.316,1540,7379 +"2988000070","20150304T000000",405000,5,1.75,1550,10500,"1",0,0,3,7,1100,450,1961,0,"98011",47.7573,-122.22,1420,9823 +"3832200070","20141222T000000",250000,4,1.75,1710,7140,"1",0,0,5,7,1010,700,1968,0,"98032",47.3745,-122.275,1770,8960 +"3670500710","20140715T000000",405500,3,1.5,1010,8108,"1",0,0,5,7,1010,0,1954,0,"98155",47.7359,-122.309,1300,8108 +"8820903380","20140728T000000",452000,6,2.25,2660,13579,"2",0,0,3,7,2660,0,1937,1990,"98125",47.7142,-122.286,1120,8242 +"8820903380","20150102T000000",730000,6,2.25,2660,13579,"2",0,0,3,7,2660,0,1937,1990,"98125",47.7142,-122.286,1120,8242 +"4233400400","20150414T000000",267000,3,2,1300,9644,"1",0,0,3,7,1300,0,1994,0,"98010",47.3131,-121.998,1430,9656 +"3793500550","20140808T000000",289950,3,2.5,1670,6186,"2",0,0,3,7,1670,0,2002,0,"98038",47.3668,-122.031,2390,6924 +"6431000270","20140728T000000",565000,2,1,960,4080,"1",0,0,5,7,960,0,1911,0,"98103",47.6893,-122.349,1300,4080 +"2225059214","20140808T000000",1.578e+006,4,3.25,4670,51836,"2",0,0,4,12,4670,0,1988,0,"98005",47.635,-122.164,4230,41075 +"7694800270","20150420T000000",636000,3,2.5,2140,2770,"2",0,0,3,8,1770,370,2007,0,"98052",47.6664,-122.131,2510,2708 +"2171400197","20140918T000000",350000,5,3,2520,5500,"1",0,0,3,8,1550,970,2004,0,"98178",47.4938,-122.255,1700,8000 +"2473400340","20140604T000000",320000,3,1.5,1650,9380,"1",0,0,5,7,1130,520,1978,0,"98058",47.4525,-122.162,1720,8856 +"3530490070","20140613T000000",210000,2,1.75,1440,5680,"1",0,0,4,8,1440,0,1978,0,"98198",47.3825,-122.319,1320,3547 +"1932300075","20140910T000000",245000,2,1,1050,5900,"1",0,0,3,7,1050,0,1950,0,"98126",47.5326,-122.376,1280,5900 +"2525000510","20141106T000000",328000,3,1.75,1470,7650,"1",0,0,3,7,1130,340,1983,0,"98059",47.4818,-122.161,1590,7500 +"1853000510","20140509T000000",985000,4,2.25,4230,37769,"2",0,0,3,11,4230,0,1989,0,"98077",47.7287,-122.077,3890,37034 +"1742800060","20140612T000000",501000,3,1.75,1970,7972,"1",0,3,5,8,1370,600,1976,0,"98055",47.4908,-122.225,2460,9796 +"2723089104","20140917T000000",315000,3,2.25,1540,17424,"2",0,0,3,7,1540,0,1992,0,"98045",47.4429,-121.759,1560,11439 +"2619950350","20140508T000000",403000,3,2.75,2090,8354,"2",0,0,3,8,2090,0,2012,0,"98019",47.7336,-121.965,2280,6348 +"4021100045","20140715T000000",550000,3,2,2380,17950,"2",0,0,4,8,2110,270,1934,0,"98155",47.7591,-122.28,2030,23900 +"0731500200","20150113T000000",347500,4,2.5,2156,3562,"2",0,0,3,9,2156,0,2012,0,"98030",47.3591,-122.201,1708,3539 +"2591820310","20141006T000000",365000,4,2.25,2070,8893,"2",0,0,4,8,2070,0,1986,0,"98058",47.4388,-122.162,2390,7700 +"3626039299","20150224T000000",588000,3,1,1910,8167,"1",0,0,4,8,1270,640,1951,0,"98117",47.7004,-122.368,1500,6816 +"9346980140","20140820T000000",605000,3,1.75,1920,7400,"1",0,0,4,8,1260,660,1977,0,"98006",47.5633,-122.131,2360,8048 +"6613000140","20141113T000000",1.3e+006,3,3.25,3400,5979,"2",0,0,4,9,2290,1110,1937,0,"98105",47.6585,-122.273,3090,6435 +"8159610060","20141119T000000",233000,3,2,1400,9177,"1",0,0,3,7,1400,0,1974,0,"98001",47.3415,-122.272,2020,8547 +"7830800339","20140728T000000",360000,4,2.5,2210,17715,"2",0,0,3,8,2210,0,1997,0,"98030",47.3818,-122.2,2210,16907 +"1588600045","20141215T000000",459000,2,1.75,1170,4887,"1",0,0,3,6,1020,150,1929,0,"98117",47.695,-122.366,1170,5441 +"0826069046","20141107T000000",740000,3,2,2100,72745,"1",0,0,4,9,2100,0,1995,0,"98077",47.7479,-122.062,2290,54885 +"1771000890","20140917T000000",305000,3,1,1160,9750,"1",0,0,3,7,1160,0,1967,0,"98077",47.7422,-122.073,1160,9650 +"3300701170","20140620T000000",395000,3,1,1500,4000,"1",0,0,3,6,900,600,1925,0,"98117",47.6921,-122.38,950,4000 +"7340500270","20150123T000000",560000,4,2.5,2940,6000,"2",0,0,3,8,2940,0,2000,0,"98011",47.7533,-122.198,2510,6600 +"9277200111","20140714T000000",650000,4,1.75,2010,5070,"1",0,1,4,7,1300,710,1963,0,"98116",47.5793,-122.402,2180,5400 +"0293720140","20140605T000000",449950,3,2.5,2170,4912,"2",0,0,3,7,2170,0,2003,0,"98028",47.7767,-122.239,2010,4395 +"0579003610","20150224T000000",517500,3,1.5,1430,5200,"1",0,3,4,7,1250,180,1940,0,"98117",47.6988,-122.387,2210,6240 +"1138020200","20140903T000000",435000,4,1.5,1510,6460,"1",0,0,3,7,1070,440,1970,0,"98034",47.7121,-122.214,1450,6630 +"3432500200","20150409T000000",329999,3,1,1150,6908,"1",0,0,3,6,800,350,1952,0,"98155",47.7447,-122.313,1150,6908 +"1563102435","20141210T000000",950000,3,1.75,2150,4200,"1",0,4,5,8,1140,1010,1960,0,"98116",47.5671,-122.405,2510,7500 +"3959400710","20140730T000000",447000,3,1,1370,6001,"1",0,0,5,7,1230,140,1944,0,"98108",47.5646,-122.317,1370,5520 +"8682300890","20140828T000000",699800,2,2.5,2380,6600,"1",0,0,3,8,2380,0,2010,0,"98053",47.717,-122.02,1870,6600 +"4385700765","20140603T000000",850000,3,1.75,1370,3850,"1",0,0,5,7,770,600,1911,1988,"98112",47.6374,-122.279,1390,3600 +"5149300200","20140902T000000",316500,3,1.75,1600,14250,"1",0,0,3,7,1070,530,1979,0,"98023",47.3272,-122.355,2140,14960 +"9323600060","20140715T000000",942500,5,3.5,3750,9612,"1",0,2,4,9,2030,1720,1981,0,"98006",47.5511,-122.157,3270,9688 +"9273200140","20150121T000000",1.31e+006,2,2.25,3950,3938,"2",0,4,3,10,2910,1040,1991,0,"98116",47.5912,-122.384,3220,4500 +"9542300320","20150202T000000",856600,4,2.25,2400,13430,"1",0,0,4,9,2400,0,1964,0,"98005",47.5987,-122.178,2580,10077 +"0770000045","20141024T000000",405600,5,1.5,2830,4000,"2.5",0,0,4,8,2830,0,1918,0,"98118",47.5132,-122.262,1480,4000 +"6979900390","20140529T000000",565000,4,2.5,2440,22594,"2",0,0,3,8,2440,0,1996,0,"98053",47.6333,-121.97,2560,33341 +"6379500159","20140911T000000",400000,3,2.25,1190,1149,"2",0,0,3,8,1050,140,2008,0,"98116",47.5818,-122.387,1210,1316 +"0826079094","20150324T000000",330000,3,2,1400,218252,"1",0,0,3,7,1400,0,1997,0,"98019",47.7576,-121.934,2230,218222 +"8856940060","20150227T000000",374950,4,2.75,2730,4683,"2",0,0,3,7,2730,0,2005,0,"98038",47.3608,-122.043,2230,4924 +"2972300060","20141217T000000",405300,3,2.75,2390,7939,"1",0,0,5,7,1610,780,1983,0,"98056",47.4987,-122.166,1920,7939 +"3575200070","20141104T000000",560000,3,2.25,2060,31400,"2",0,0,3,8,2060,0,1984,0,"98074",47.6216,-122.056,2160,34500 +"8146100270","20150324T000000",824000,4,2.25,2490,9864,"1",0,0,4,8,1290,1200,1961,0,"98004",47.6051,-122.195,2360,9864 +"8648200030","20140716T000000",260000,3,1.75,1100,10968,"1",0,0,5,7,1100,0,1984,0,"98042",47.363,-122.08,1400,7799 +"0208500160","20150107T000000",760000,4,2.5,2430,6099,"1",0,0,5,8,1470,960,1965,0,"98115",47.6777,-122.287,2180,6099 +"1196003428","20140624T000000",405000,3,2.5,3170,12750,"2",0,0,3,10,2360,810,1995,0,"98023",47.3384,-122.336,2970,13125 +"5104450990","20140619T000000",429900,4,2.5,2640,8625,"2",0,0,3,8,2640,0,1987,0,"98058",47.4598,-122.15,2240,8700 +"3343901234","20141113T000000",341500,3,1.5,1130,7223,"1",0,0,4,7,1130,0,1961,0,"98056",47.5089,-122.189,1320,7356 +"0226039214","20140612T000000",465250,5,2,1940,7642,"1.5",0,0,3,7,1940,0,1957,0,"98177",47.7751,-122.38,1940,8724 +"1623300160","20140506T000000",450000,2,2,1100,3000,"1.5",0,0,3,7,1100,0,1912,2005,"98117",47.6797,-122.362,1390,4000 +"2205500575","20150209T000000",390000,3,1,1200,10800,"1",0,0,4,7,1200,0,1955,0,"98006",47.5771,-122.144,1370,9950 +"4040800810","20140502T000000",420000,3,2.25,2000,8030,"1",0,0,4,8,1000,1000,1963,0,"98008",47.6188,-122.114,2070,8250 +"2612000390","20140615T000000",269950,3,2.5,1890,4838,"2",0,0,3,8,1730,160,2002,0,"98168",47.4802,-122.279,1910,7409 +"3814400125","20141016T000000",493000,4,2,1910,2874,"1",0,0,3,7,1060,850,1910,0,"98122",47.6101,-122.295,1520,2874 +"7300400060","20140515T000000",370000,4,2.5,2710,5880,"2",0,0,3,9,2710,0,1998,0,"98092",47.3314,-122.172,2520,6000 +"1954700695","20140612T000000",2.25e+006,5,4.25,4860,9453,"1.5",0,1,5,10,3100,1760,1905,0,"98112",47.6196,-122.286,3150,8557 +"7230200340","20150225T000000",305000,3,1,1250,23680,"1",0,0,5,7,1250,0,1967,0,"98059",47.475,-122.11,1450,23680 +"3191000240","20140612T000000",400000,3,1.75,1590,8219,"1.5",0,0,5,6,970,620,1938,0,"98034",47.7146,-122.217,2030,7504 +"1139000069","20141118T000000",320000,3,1.5,1240,1221,"2",0,0,3,8,1050,190,2009,0,"98133",47.7073,-122.356,1180,887 +"5693500270","20150121T000000",715000,4,1,2000,4800,"2",0,0,4,7,2000,0,1911,0,"98103",47.6583,-122.351,1260,1452 +"0686500030","20141202T000000",650000,6,2.75,3610,10003,"1.5",0,0,4,8,3610,0,1966,0,"98008",47.6261,-122.125,2560,10004 +"8731901940","20150304T000000",218000,5,1.75,1930,8040,"1",0,0,4,8,1930,0,1966,0,"98023",47.3109,-122.376,2370,8000 +"2688100071","20150415T000000",500000,2,1,1280,5400,"1",0,0,3,7,1280,0,1964,0,"98117",47.6949,-122.371,1540,5670 +"2423069155","20141120T000000",460000,4,2,2090,40419,"1",0,0,4,7,2090,0,1984,0,"98027",47.4691,-121.993,2380,63162 +"2329500260","20140709T000000",232500,3,1.5,1940,9887,"1",0,0,4,7,1140,800,1969,0,"98003",47.3289,-122.327,1410,9936 +"2608300030","20140516T000000",408200,3,2.5,1800,5761,"2",0,0,4,7,1800,0,1990,0,"98106",47.5293,-122.363,1800,5952 +"1494300060","20140611T000000",522000,3,1.75,1730,8400,"1",0,0,4,7,1400,330,1980,0,"98052",47.6792,-122.115,1830,8636 +"7504101230","20140623T000000",675000,4,2.5,2810,11120,"2",0,0,3,9,2810,0,1982,0,"98074",47.6337,-122.044,3100,12672 +"8081020370","20140709T000000",1.355e+006,4,3.5,3550,11000,"1",0,2,3,11,2260,1290,1999,0,"98006",47.5506,-122.134,4100,10012 +"1446800511","20141009T000000",249950,4,1,1330,7980,"1.5",0,0,3,6,1330,0,1952,0,"98168",47.492,-122.333,1570,8588 +"1623049062","20150304T000000",210000,2,1,750,34133,"1",0,0,3,6,750,0,1950,0,"98168",47.4781,-122.294,1460,25792 +"6145601000","20140711T000000",429950,4,1,1760,7216,"1",0,0,3,7,1090,670,1947,0,"98133",47.7041,-122.355,1180,3844 +"0205000520","20141006T000000",737500,4,2.5,3200,36276,"2",0,0,3,9,3200,0,1993,0,"98053",47.6304,-121.994,2930,33171 +"3885805935","20140926T000000",710000,4,2,1740,9000,"1",0,0,5,8,1740,0,1958,0,"98033",47.6815,-122.198,1850,7700 +"7852020640","20141020T000000",470000,3,2.5,2100,4700,"2",0,0,3,8,2100,0,1999,0,"98065",47.5341,-121.867,2100,4700 +"6838800140","20150224T000000",1.1e+006,4,3.5,4270,40097,"1",0,0,4,12,4270,0,1993,0,"98077",47.7354,-122.078,3510,36149 +"4083305445","20140815T000000",650000,3,2,1340,2720,"1.5",0,0,3,7,1340,0,1913,0,"98103",47.6518,-122.335,2030,4590 +"7855801610","20140519T000000",1.216e+006,4,2.5,3190,8684,"1",0,3,5,9,1680,1510,1967,0,"98006",47.5619,-122.162,3160,8684 +"7940700260","20150115T000000",422120,3,2.5,1630,4534,"2",0,0,3,8,1630,0,1987,0,"98034",47.7148,-122.205,1380,4779 +"8854100350","20150107T000000",625000,5,2.5,2990,15085,"2",0,0,3,9,2990,0,2007,0,"98011",47.746,-122.218,3150,13076 +"4365200860","20140606T000000",385200,4,1,1550,7740,"1.5",0,0,3,6,1550,0,1954,0,"98126",47.5222,-122.375,1220,7740 +"3904980030","20150414T000000",500000,3,2.25,1690,4964,"2",0,0,3,8,1690,0,1989,0,"98029",47.5756,-122.01,1800,5036 +"7843500070","20141118T000000",308000,4,2.25,1960,12243,"2",0,0,3,8,1960,0,1989,0,"98042",47.3405,-122.058,1910,12230 +"6067900060","20140605T000000",565000,3,2.75,2390,9966,"1",0,0,5,8,1360,1030,1977,0,"98006",47.5433,-122.185,2140,10713 +"7202340960","20140908T000000",581000,3,2.5,2600,4438,"2",0,0,3,7,2600,0,2004,0,"98053",47.6799,-122.034,2600,4904 +"1786640070","20140806T000000",361000,3,2,1950,8698,"1",0,0,3,8,1950,0,1999,0,"98042",47.39,-122.153,2330,7212 +"0259600260","20150122T000000",345000,3,1,1250,7210,"1",0,0,4,7,1250,0,1964,0,"98008",47.6329,-122.121,1530,8800 +"7234600903","20141016T000000",419000,2,2.25,1180,1253,"2",0,0,3,8,840,340,2008,0,"98122",47.6124,-122.309,1310,1963 +"4307350200","20150512T000000",347000,3,2.5,1680,4308,"2",0,0,3,7,1680,0,2004,0,"98056",47.4802,-122.179,2160,4182 +"3276930400","20141022T000000",625000,4,2.25,2220,36085,"2",0,0,3,9,2220,0,1989,0,"98075",47.5839,-121.991,3000,36906 +"4045100075","20150325T000000",2.4e+006,4,4.25,4890,15188,"2",0,2,3,11,3090,1800,1999,0,"98040",47.5602,-122.227,3470,16201 +"1421069208","20141223T000000",379000,3,3.25,2660,17852,"2.5",0,0,3,8,2660,0,2014,0,"98010",47.3077,-122.011,1320,11876 +"4057300200","20141222T000000",310000,3,1.5,1150,3323,"2",0,0,3,7,1150,0,1988,0,"98029",47.5707,-122.017,1150,2980 +"1922059135","20150513T000000",250000,2,2,1130,5500,"1",0,0,4,6,1130,0,1941,0,"98030",47.3839,-122.225,1320,6600 +"5014600240","20140814T000000",682000,5,2.75,2760,5000,"2",0,0,3,9,2760,0,2005,0,"98059",47.539,-122.188,2870,5030 +"1565900070","20140721T000000",246500,3,2,1430,8919,"1",0,0,3,7,1430,0,1992,0,"98022",47.2118,-121.983,1580,8919 +"3121059033","20141029T000000",325000,3,1,1490,57381,"1.5",0,0,4,5,1490,0,1932,0,"98092",47.2597,-122.228,1580,101529 +"6799300270","20140806T000000",310950,4,2.5,2030,4997,"2",0,0,3,8,2030,0,2004,0,"98031",47.393,-122.184,2095,5500 +"2021200370","20140901T000000",1.1e+006,3,2,3010,5000,"2",0,2,5,9,1890,1120,1931,0,"98199",47.6347,-122.396,2688,5000 +"0726049190","20141002T000000",287500,3,1,1810,7200,"1",0,0,4,7,1130,680,1954,0,"98133",47.7493,-122.351,1810,8100 +"0726049190","20150218T000000",431000,3,1,1810,7200,"1",0,0,4,7,1130,680,1954,0,"98133",47.7493,-122.351,1810,8100 +"4006000251","20140822T000000",226000,3,1,970,5000,"1",0,0,3,6,970,0,1968,0,"98118",47.5282,-122.279,1290,5875 +"3362400640","20150512T000000",825000,3,1.75,2010,3090,"1.5",0,0,5,7,1510,500,1926,0,"98103",47.682,-122.348,1600,3150 +"1610000016","20140911T000000",175000,4,1,1300,6030,"1.5",0,0,3,6,1300,0,1947,0,"98168",47.4778,-122.286,1240,6900 +"7376300060","20140515T000000",465750,3,1.5,1260,10350,"1",0,0,3,7,1260,0,1959,0,"98008",47.6357,-122.123,1800,10350 +"7300200550","20150319T000000",659000,4,2.25,2610,24931,"2",0,0,3,8,2610,0,1983,0,"98075",47.5771,-122.05,2550,18306 +"2061100570","20150210T000000",595000,3,1.75,1910,5753,"1",0,3,3,8,1110,800,1941,0,"98115",47.6898,-122.327,1630,5580 +"8856890200","20140626T000000",350000,3,2.25,1780,16290,"2",0,0,4,8,1780,0,1987,0,"98058",47.4622,-122.127,1780,8810 +"8731951670","20140606T000000",270000,4,2.25,1900,8600,"1",0,0,4,8,1900,0,1975,0,"98023",47.3102,-122.381,2120,8000 +"4037200075","20140911T000000",662500,6,2.25,2450,25600,"1",0,2,3,7,1340,1110,1957,0,"98008",47.6061,-122.117,1850,10230 +"5066400483","20141120T000000",249900,3,1.75,1380,14000,"1",0,0,4,5,1380,0,1939,1957,"98001",47.294,-122.281,1490,18503 +"4167300310","20150317T000000",324500,3,1.75,1920,11340,"1",0,0,4,7,1230,690,1977,0,"98023",47.3272,-122.362,1980,9638 +"8682262400","20140718T000000",430000,2,1.75,1350,4003,"1",0,0,3,8,1350,0,2004,0,"98053",47.7176,-122.033,1350,4479 +"8682262400","20150513T000000",419950,2,1.75,1350,4003,"1",0,0,3,8,1350,0,2004,0,"98053",47.7176,-122.033,1350,4479 +"6777800160","20140728T000000",285000,4,1.75,2510,7440,"1",0,2,4,8,1290,1220,1962,0,"98032",47.3748,-122.276,1790,8000 +"1402950550","20150107T000000",332000,4,2.5,2470,7780,"2",0,0,3,8,2470,0,2002,0,"98092",47.3337,-122.191,2100,5972 +"2843200070","20141215T000000",282000,4,1.75,1660,10725,"1",0,0,3,7,960,700,1956,0,"98168",47.5033,-122.3,1340,9023 +"6450303785","20141118T000000",320000,3,1,1340,5175,"1",0,0,3,7,940,400,1987,0,"98133",47.7321,-122.34,1020,5500 +"9429500045","20140509T000000",428750,3,1,1620,30736,"1.5",0,0,4,7,1620,0,1911,1977,"98006",47.5719,-122.119,2440,28826 +"1443300140","20150114T000000",330000,3,2.25,2300,35287,"2",0,0,3,8,2300,0,1977,0,"98022",47.2477,-121.937,1760,47916 +"0108000127","20141209T000000",456500,4,3.5,2000,2309,"3",0,0,3,8,2000,0,2008,0,"98177",47.7027,-122.361,1440,1548 +"1081300200","20140509T000000",352000,3,2.25,1640,11050,"1",0,0,4,8,1640,0,1972,0,"98059",47.4723,-122.121,1870,11050 +"8818900060","20141125T000000",664000,4,2,1530,4080,"1.5",0,0,4,7,1530,0,1912,0,"98105",47.6645,-122.325,1860,4080 +"3395050060","20140722T000000",628000,3,1.75,4000,11894,"1",0,0,3,9,2190,1810,1987,0,"98011",47.7738,-122.203,2530,8650 +"7197350070","20150304T000000",512000,3,1.75,1610,12555,"1",0,0,3,7,1080,530,1977,0,"98052",47.6618,-122.136,1780,10374 +"9510900270","20141211T000000",254000,3,2,2070,9000,"1",0,0,4,7,1450,620,1969,0,"98023",47.3085,-122.376,1630,7885 +"3905081070","20140521T000000",535800,4,2.5,1900,5790,"2",0,0,3,8,1900,0,1994,0,"98029",47.5691,-121.996,2030,5790 +"2322069114","20141010T000000",287653,3,1,1050,16050,"1",0,0,4,7,1050,0,1960,1981,"98038",47.3841,-122.006,1610,27600 +"5637500070","20140731T000000",438000,3,2.5,1520,1304,"2",0,0,3,8,1180,340,2006,0,"98136",47.5446,-122.385,1270,1718 +"4164100160","20140716T000000",450000,4,1.75,2390,23899,"1",0,0,3,7,1750,640,1949,0,"98028",47.7557,-122.237,1840,33900 +"4136890260","20140627T000000",327000,5,2.75,2400,8050,"2",0,0,3,8,2400,0,1998,0,"98092",47.2635,-122.209,2400,8050 +"3056800160","20140812T000000",370500,4,2.5,1790,6120,"2",0,0,3,7,1790,0,2005,0,"98059",47.4829,-122.128,1950,5660 +"3654800200","20141022T000000",265000,3,2.5,1720,6271,"2",0,0,3,7,1720,0,1993,0,"98038",47.3898,-122.049,1570,6587 +"2296500036","20150310T000000",450000,4,2.75,2980,13260,"1",0,0,4,8,1800,1180,1979,0,"98056",47.5152,-122.197,1920,10731 +"0623069068","20140627T000000",425000,3,1,1520,213444,"1.5",0,3,5,8,1520,0,1988,0,"98027",47.5081,-122.093,2640,213444 +"1865820370","20141113T000000",166600,3,1.75,1150,8690,"1",0,0,4,7,1150,0,1977,0,"98042",47.3729,-122.115,1330,7040 +"1723049033","20140620T000000",245000,1,0.75,380,15000,"1",0,0,3,5,380,0,1963,0,"98168",47.481,-122.323,1170,15000 +"2359300030","20150508T000000",565000,3,1,910,5212,"1",0,0,3,7,910,0,1951,0,"98115",47.6742,-122.284,1520,6300 +"6403310060","20140811T000000",539900,3,1.75,1650,10150,"1",0,0,3,8,1230,420,1976,0,"98033",47.6963,-122.169,1930,8958 +"1937300270","20150303T000000",910000,3,3.5,2480,3200,"2",0,0,3,10,2480,0,2010,0,"98144",47.5951,-122.307,1980,3200 +"4137050060","20141104T000000",280000,4,2.5,2050,7416,"2",0,0,3,8,2050,0,1990,0,"98092",47.2658,-122.219,2050,7920 +"2310000240","20150313T000000",275000,3,2.25,1420,8549,"2",0,0,4,7,1420,0,1989,0,"98038",47.3576,-122.039,1560,7471 +"3955900830","20150427T000000",467000,3,2.5,3460,6590,"2",0,0,3,7,3460,0,2001,0,"98056",47.4802,-122.188,2490,6312 +"8665050060","20140731T000000",457500,3,2.5,1500,4445,"2",0,0,3,8,1500,0,1996,0,"98029",47.5682,-122.005,1730,4408 +"3330500875","20141226T000000",381156,2,1,1320,3090,"1",0,0,4,7,1320,0,1908,0,"98118",47.5517,-122.276,1270,4120 +"3327020400","20150423T000000",289999,5,2.5,2180,8240,"1",0,0,4,8,1220,960,1977,0,"98092",47.3122,-122.191,2050,7590 +"1250700060","20150422T000000",642450,3,1.75,1830,4160,"1",0,0,3,7,1230,600,1919,0,"98144",47.5962,-122.288,1950,4160 +"4039300400","20140919T000000",469950,3,2.25,1620,8701,"1",0,0,3,7,1220,400,1962,0,"98007",47.6071,-122.137,1600,7910 +"6665800060","20150305T000000",795000,3,2,2920,13650,"1",0,2,5,8,1460,1460,1975,0,"98033",47.6652,-122.188,2920,10988 +"7504110030","20150211T000000",785000,4,2.5,3300,10514,"2",0,0,3,10,3300,0,1984,0,"98074",47.6323,-122.036,2820,11462 +"7805450810","20140530T000000",860000,3,2.25,3060,12095,"2",0,0,3,10,3060,0,1983,0,"98006",47.5611,-122.106,3060,11455 +"6306400140","20140612T000000",1.095e+006,0,0,3064,4764,"3.5",0,2,3,7,3064,0,1990,0,"98102",47.6362,-122.322,2360,4000 +"8802400416","20150213T000000",147500,3,1,1530,8498,"1",0,0,3,7,1530,0,1959,0,"98031",47.404,-122.203,1380,8498 +"6204400270","20141125T000000",390000,3,2,1910,11576,"1",0,0,3,7,1410,500,1978,0,"98011",47.7356,-122.198,2040,8750 +"9536602080","20141219T000000",229000,3,1,1020,8100,"1",0,0,3,7,1020,0,1954,0,"98198",47.3586,-122.314,1020,8100 +"3826000070","20140515T000000",185000,3,1,1150,8100,"1",0,0,3,6,1150,0,1932,0,"98168",47.494,-122.307,1120,8100 +"5101405335","20140826T000000",414900,3,1.5,1260,9570,"1",0,0,3,7,870,390,1941,0,"98115",47.7004,-122.305,1620,7000 +"2349300060","20150212T000000",200000,4,2,1920,4822,"1",0,0,2,6,920,1000,1914,0,"98136",47.5507,-122.381,1120,4822 +"7749500370","20141021T000000",225000,4,2.25,1800,9350,"1",0,0,3,8,1800,0,1969,0,"98092",47.2959,-122.191,2060,8800 +"2436701200","20140912T000000",720000,3,1.75,2040,4000,"2",0,0,5,7,1360,680,1924,0,"98105",47.6675,-122.289,1610,4000 +"7871500070","20140603T000000",930000,4,2.5,2200,4000,"2",0,0,5,8,1430,770,1908,0,"98119",47.6402,-122.37,2100,4000 +"3323500030","20140604T000000",1.27e+006,5,2.5,3200,17204,"1",0,0,3,7,2160,1040,1952,0,"98004",47.6209,-122.222,4090,15732 +"2110200036","20141111T000000",700000,5,3.25,2400,3118,"2",0,0,4,7,1780,620,1928,0,"98122",47.6094,-122.291,2100,3941 +"0510002519","20140715T000000",466000,2,1.5,1140,1058,"3",0,0,3,7,1140,0,2005,0,"98103",47.6608,-122.333,1170,1116 +"1387300070","20140825T000000",374000,3,1.5,1330,10640,"1",0,0,3,7,1330,0,1976,0,"98011",47.7364,-122.193,1460,8520 +"9465910070","20140716T000000",480000,3,2.5,1940,10035,"2",0,0,4,8,1940,0,1994,0,"98072",47.7438,-122.172,2810,8333 +"2324800070","20140610T000000",740000,3,2.5,3000,25341,"2",0,0,3,9,3000,0,1995,0,"98053",47.6724,-122.013,3000,32417 +"1962200435","20141110T000000",1.01e+006,4,1,1820,5400,"1.5",0,0,3,8,1820,0,1923,2014,"98102",47.6476,-122.318,1820,5400 +"8562890700","20140530T000000",395000,4,2.5,2910,5000,"2",0,0,3,8,2910,0,2002,0,"98042",47.3782,-122.127,2740,5045 +"3298700946","20140725T000000",340000,2,1,1090,6771,"1",0,0,3,6,1090,0,1954,0,"98106",47.5185,-122.352,1200,4992 +"0880000189","20140811T000000",209000,3,2,1230,1340,"2",0,0,3,7,1020,210,2003,0,"98106",47.526,-122.361,1260,1312 +"0643500030","20141114T000000",431650,5,2.5,1710,7700,"1.5",0,0,3,7,1710,0,1962,0,"98007",47.5922,-122.146,1530,7700 +"8566100200","20140508T000000",980000,5,2.5,3160,11470,"1",0,0,4,9,1780,1380,1971,0,"98040",47.5368,-122.216,3260,11470 +"4298100240","20140805T000000",660000,3,2.5,2680,28243,"2",0,0,3,9,2680,0,1993,0,"98077",47.7637,-122.05,2670,32130 +"3275780030","20150311T000000",730000,4,2.25,2190,9009,"2",0,0,4,8,1840,350,1977,0,"98033",47.6916,-122.188,2190,10251 +"8648220270","20150414T000000",291500,3,1.75,1260,9600,"1",0,0,4,7,1260,0,1988,0,"98042",47.3592,-122.076,1640,9946 +"1923000160","20140620T000000",905000,4,3.5,2970,14486,"2",0,0,3,9,2340,630,1997,0,"98040",47.5627,-122.215,3680,14486 +"7574910860","20140811T000000",800000,4,2.5,2570,50308,"1.5",0,0,3,10,2570,0,1993,0,"98077",47.7418,-122.039,3420,37891 +"2296500136","20140509T000000",839900,4,3.5,3810,13592,"1",0,1,3,9,2560,1250,2013,0,"98056",47.5134,-122.2,3230,9311 +"3278600710","20140714T000000",200000,1,1.5,1010,1157,"2",0,0,3,8,950,60,2007,0,"98126",47.5492,-122.372,1360,1688 +"2460700260","20150218T000000",300000,3,2,1480,6698,"1",0,0,4,7,1080,400,1979,0,"98058",47.4614,-122.168,1850,7348 +"3188100400","20140603T000000",530000,3,1.75,1250,6041,"1.5",0,0,5,7,1250,0,1942,0,"98115",47.69,-122.304,1180,6042 +"9406520830","20150326T000000",314950,3,2.25,1654,8479,"2",0,0,3,7,1654,0,1995,0,"98038",47.3627,-122.037,1654,8479 +"3387900390","20141007T000000",255000,3,1.75,1410,9315,"1",0,0,5,7,1410,0,1960,0,"98031",47.3969,-122.198,1630,8250 +"1596600024","20141016T000000",550000,5,2.75,2160,5720,"1",0,0,5,7,1500,660,1950,0,"98144",47.5728,-122.304,2160,4996 +"7625701891","20140806T000000",435000,3,1,1400,4800,"1",0,0,4,6,700,700,1917,0,"98136",47.5499,-122.391,1470,6000 +"3224800075","20141124T000000",234000,3,1.75,1420,8738,"1",0,0,4,7,1420,0,1966,0,"98002",47.3113,-122.207,1660,8738 +"7526800200","20141010T000000",615000,4,2.25,2500,10062,"1",0,0,3,8,1600,900,1975,0,"98052",47.639,-122.1,2500,9750 +"3329530200","20140910T000000",205000,3,2,1410,8384,"1",0,0,3,7,1410,0,1985,0,"98001",47.3315,-122.263,1410,9205 +"2115200125","20140919T000000",384000,4,1.75,2100,7135,"1",0,0,4,7,1050,1050,1955,0,"98106",47.5353,-122.349,1730,4000 +"6623400135","20140522T000000",324000,3,2.5,1750,7208,"2",0,0,3,8,1750,0,1994,0,"98055",47.4315,-122.192,2050,7524 +"0103000116","20140722T000000",645000,3,1.75,2070,5500,"1",0,0,4,7,1130,940,1946,0,"98115",47.6733,-122.301,1800,4400 +"2768301525","20141023T000000",570000,3,3.25,1570,1777,"2",0,0,3,8,1260,310,2007,0,"98107",47.6655,-122.369,1000,1777 +"0739980260","20141210T000000",324000,3,2.5,1920,5322,"2",0,0,3,8,1920,0,1999,0,"98031",47.4095,-122.195,1920,5000 +"4302200695","20140828T000000",270000,2,1,1000,10320,"1",0,0,3,6,1000,0,1943,0,"98106",47.527,-122.356,1100,5160 +"1431700370","20140519T000000",290000,5,1.5,2120,7700,"1.5",0,0,5,7,2120,0,1962,0,"98058",47.4599,-122.172,1730,7700 +"7524000030","20140630T000000",250000,3,2,1440,9220,"1",0,0,3,7,1440,0,1965,0,"98198",47.3702,-122.317,1390,7830 +"4046500320","20150120T000000",342000,3,1.75,1660,16275,"2",0,0,3,7,1660,0,1990,0,"98014",47.6903,-121.915,1520,16275 +"4325000125","20150318T000000",255000,3,1.5,1340,8450,"1",0,0,4,7,1340,0,1958,0,"98188",47.4405,-122.28,1340,8920 +"3456000160","20140623T000000",800000,3,2.25,2380,11824,"1",0,0,4,9,1450,930,1972,0,"98040",47.5371,-122.218,2750,11491 +"9297301580","20140516T000000",451000,3,1.75,1560,4049,"1.5",0,2,3,7,1000,560,1926,0,"98126",47.5666,-122.375,1430,3738 +"2465400036","20141203T000000",990000,4,2.5,2780,10480,"1",0,3,3,7,1390,1390,1967,0,"98033",47.6597,-122.204,2860,10506 +"5412200270","20140520T000000",288400,4,2.5,1860,6687,"1",0,0,4,7,1220,640,1983,0,"98031",47.4046,-122.186,1860,6117 +"1109000390","20150310T000000",420000,3,1.5,2390,4600,"2",0,0,3,8,1750,640,1920,1995,"98118",47.5383,-122.268,1690,5220 +"8730000270","20150514T000000",359000,2,2.75,1370,1140,"2",0,0,3,8,1080,290,2009,0,"98133",47.7052,-122.343,1370,1090 +"7937600830","20140808T000000",390000,4,3,2570,262018,"1",0,0,3,7,1420,1150,1988,0,"98058",47.4417,-122.09,2260,19811 +"3395070640","20140902T000000",300000,3,2.5,1320,2614,"2",0,0,3,7,1320,0,2005,0,"98118",47.5355,-122.283,1320,2533 +"8663280160","20150305T000000",545000,5,2.5,2520,7863,"1",0,0,3,7,1500,1020,1981,0,"98034",47.7096,-122.199,2030,8580 +"6151800624","20150408T000000",288349,3,1,1250,18616,"1",0,0,4,6,1250,0,1972,0,"98010",47.3414,-122.047,1920,15654 +"8594400370","20150205T000000",299900,3,2.25,1560,35026,"1",0,0,3,7,1290,270,1985,0,"98092",47.3023,-122.069,1660,35160 +"2301400640","20140717T000000",891000,4,2,2330,5000,"1.5",0,0,5,7,1720,610,1925,0,"98117",47.6804,-122.358,2090,5000 +"4441300240","20150331T000000",1.2e+006,3,2,3660,22410,"1",0,3,4,9,1830,1830,1947,0,"98117",47.6972,-122.4,2680,8250 +"7714000070","20150205T000000",378000,4,2.5,2790,4650,"2",0,0,3,8,2790,0,2004,0,"98038",47.3556,-122.026,2820,4650 +"3432500486","20140623T000000",299995,2,1,1060,7200,"1",0,0,4,6,1060,0,1951,0,"98155",47.7463,-122.315,1850,8291 +"5466420030","20141007T000000",253000,3,2.5,2020,6564,"1",0,0,3,7,1310,710,1994,0,"98042",47.3545,-122.158,1710,5151 +"1324079046","20150120T000000",350000,3,2.25,1580,47916,"1",0,0,3,7,1580,0,1979,0,"98024",47.5583,-121.852,1980,75358 +"2768301715","20150311T000000",565000,4,3,2020,4300,"1.5",0,0,3,6,2020,0,1900,0,"98107",47.6653,-122.372,1290,3440 +"3332000135","20140612T000000",315000,2,1,970,5665,"1",0,0,4,6,970,0,1908,0,"98118",47.5513,-122.273,1490,4429 +"0065000400","20141022T000000",570000,4,3,1490,6766,"1.5",0,1,5,7,1490,0,1915,0,"98136",47.5446,-122.382,1990,6526 +"8820901670","20140811T000000",971000,5,3.5,4390,10140,"2",0,0,3,9,3350,1040,2005,0,"98125",47.7174,-122.282,2010,8400 +"8712100575","20140828T000000",915000,5,2.5,2750,5589,"1.5",0,0,5,9,1840,910,1910,0,"98112",47.6364,-122.3,1460,4250 +"6116500341","20150112T000000",419000,4,1.5,2150,23568,"1",0,0,4,7,2150,0,1950,0,"98166",47.4522,-122.355,2150,10125 +"4167300030","20150209T000000",260000,4,1.75,1810,7480,"1",0,0,3,7,1230,580,1977,0,"98023",47.3275,-122.361,1870,9594 +"2925059135","20150408T000000",1.3215e+006,3,3,2230,12968,"2",0,0,3,9,2230,0,1990,0,"98004",47.6271,-122.197,2260,10160 +"7708300140","20150306T000000",369950,3,1,2430,10720,"1",0,0,3,7,2430,0,1977,0,"98045",47.4895,-121.787,1660,11560 +"4139430340","20141015T000000",1.0299e+006,3,2.5,3680,13384,"2",0,0,3,10,3680,0,1994,0,"98006",47.5484,-122.119,3600,11306 +"3812400070","20150506T000000",435000,5,1,1410,6750,"1.5",0,0,3,6,1410,0,1929,0,"98118",47.5453,-122.278,1360,6750 +"9455200445","20150325T000000",601000,3,1.75,1330,6743,"1",0,0,3,8,1330,0,1958,2002,"98125",47.7012,-122.286,2600,7350 +"6203000160","20140716T000000",460500,3,1,1490,10650,"1",0,0,3,7,1150,340,1963,0,"98033",47.663,-122.178,1730,9800 +"7517500611","20140521T000000",720000,3,2.5,2020,1159,"3",0,3,3,8,2020,0,2000,0,"98103",47.6617,-122.356,1920,3600 +"8691300860","20150421T000000",851000,4,2.5,3130,13202,"2",0,0,3,10,3130,0,1996,0,"98075",47.5878,-121.976,2840,10470 +"5489200435","20140904T000000",550000,4,3,2670,5000,"2",0,2,3,7,2670,0,1916,1978,"98126",47.5784,-122.377,2300,5000 +"0510002065","20150323T000000",700000,4,1,1980,4560,"1.5",0,0,3,7,1980,0,1920,0,"98103",47.6606,-122.331,1810,3245 +"0252000400","20140908T000000",323000,3,1.75,2100,14850,"1",0,0,4,7,2100,0,1963,0,"98042",47.3622,-122.059,1930,17238 +"7279300070","20140922T000000",345500,3,1,1350,8581,"1",0,0,5,6,1350,0,1944,0,"98177",47.7612,-122.362,2080,8451 +"8113101670","20141203T000000",378000,4,1.5,2140,7920,"1",0,0,3,7,1190,950,1959,0,"98118",47.5491,-122.272,2140,7238 +"7578200310","20141112T000000",650000,4,2,2208,5000,"3",0,0,5,8,2208,0,1917,0,"98116",47.5711,-122.383,1760,5000 +"7715800570","20150413T000000",385000,3,2,1010,7380,"1",0,0,3,7,1010,0,1982,0,"98074",47.6273,-122.062,1650,9030 +"6852700478","20140916T000000",425000,2,1,970,2970,"1",0,0,3,7,970,0,1910,0,"98102",47.6233,-122.319,1670,3000 +"1917300260","20141202T000000",210000,4,2,1520,6174,"1.5",0,0,5,6,1520,0,1920,0,"98022",47.2105,-121.989,1390,5407 +"4298100070","20140528T000000",630000,4,2.5,2740,43101,"2",0,0,3,9,2740,0,1993,0,"98077",47.7649,-122.049,2740,33447 +"1842000140","20140730T000000",335000,3,1.75,1570,7500,"1",0,1,3,7,1300,270,1953,0,"98146",47.4999,-122.368,1590,7660 +"5462100240","20140625T000000",196500,3,1,1320,9000,"1",0,0,3,7,1320,0,1966,0,"98001",47.3461,-122.272,1320,9800 +"8651520510","20140515T000000",582800,4,2.75,2550,7636,"1",0,0,3,8,1440,1110,1986,0,"98074",47.6471,-122.06,2290,8223 +"3578110200","20140623T000000",440000,3,1.75,1560,7207,"1",0,0,3,7,1250,310,1983,0,"98034",47.7283,-122.222,1540,7485 +"7555210340","20140825T000000",752500,4,2.25,2360,8616,"2",0,0,4,8,2360,0,1974,0,"98033",47.6495,-122.198,2360,9337 +"2313900510","20141028T000000",532500,3,1.75,1330,5000,"2",0,0,4,7,1210,120,1909,0,"98116",47.5724,-122.384,1500,4000 +"2009001600","20150506T000000",265000,3,1,1070,9000,"1",0,0,4,7,1070,0,1950,0,"98198",47.4061,-122.33,1840,12000 +"1455100116","20150202T000000",397500,3,1.25,1510,13737,"1",0,3,4,6,810,700,1961,0,"98125",47.7289,-122.283,2560,10202 +"3629790160","20140724T000000",524250,3,2.5,1710,3469,"2",0,0,3,8,1710,0,1999,0,"98029",47.546,-122.011,2120,3560 +"1778350070","20140509T000000",765000,4,2.75,2790,10819,"2",0,0,3,10,2790,0,1996,0,"98027",47.5515,-122.08,3080,12603 +"1703050200","20140806T000000",648000,4,2.5,2620,5450,"2",0,0,3,9,2620,0,2001,0,"98074",47.6301,-122.019,2590,5371 +"5469700570","20140812T000000",469500,5,2.5,2970,24759,"1",0,0,4,8,1670,1300,1969,0,"98031",47.3908,-122.173,2100,21803 +"0100600860","20150324T000000",237500,3,1.75,1050,7854,"1",0,0,4,7,1050,0,1975,0,"98023",47.3011,-122.369,1360,7668 +"0421049116","20150121T000000",216000,3,1,1280,8712,"1",0,0,4,7,1280,0,1956,0,"98003",47.3298,-122.297,1420,8800 +"3205200640","20150330T000000",427200,3,1,1030,8400,"1",0,0,4,7,1030,0,1963,0,"98056",47.5364,-122.173,1270,8400 +"8899200570","20150311T000000",280000,3,2.25,1900,7800,"1",0,0,4,8,1390,510,1977,0,"98055",47.4545,-122.208,1730,7800 +"1777500160","20150425T000000",718000,5,3,3070,9804,"1",0,0,4,9,1740,1330,1968,0,"98006",47.5702,-122.128,2550,9689 +"7853340860","20150310T000000",420000,2,2.75,1760,4139,"2",0,0,3,8,1760,0,2010,0,"98065",47.5175,-121.878,1870,3076 +"1862400132","20140916T000000",379000,2,1,930,5400,"1",0,0,3,7,930,0,1952,0,"98117",47.6971,-122.372,1050,5400 +"6380500135","20140527T000000",326100,2,1,880,7683,"1",0,0,3,6,880,0,1942,0,"98177",47.7145,-122.361,1370,7695 +"9528104108","20140529T000000",535000,3,2.5,1360,1016,"3",0,0,3,7,1310,50,2003,0,"98115",47.6774,-122.324,1365,1156 +"2571910160","20141001T000000",283000,4,2.75,2130,8560,"1",0,0,3,7,1560,570,1992,0,"98022",47.1949,-122.01,2130,8560 +"0316000160","20140821T000000",260000,3,1,1480,7469,"1.5",0,0,3,6,1120,360,1940,0,"98168",47.5048,-122.301,1460,7379 +"2695600505","20150413T000000",399000,4,1,1500,6388,"1.5",0,0,4,7,1500,0,1951,0,"98126",47.5303,-122.378,980,5366 +"3904910320","20150225T000000",484950,3,2.25,1670,5004,"2",0,0,3,8,1670,0,1987,0,"98029",47.5688,-122.017,1850,5276 +"4100000140","20141013T000000",640000,4,1.75,2060,9828,"1",0,0,4,8,2060,0,1960,0,"98005",47.5867,-122.174,2260,9996 +"3226049270","20150304T000000",585000,4,2.5,2160,8158,"1",0,0,4,8,1660,500,1952,0,"98115",47.6948,-122.328,1520,7208 +"1455600030","20150108T000000",645000,4,2,2780,11583,"1",0,3,3,8,1190,1590,1955,0,"98125",47.7293,-122.284,2580,10241 +"5559600140","20150505T000000",253000,3,2,1490,7651,"1",0,0,3,7,1490,0,1988,0,"98003",47.3211,-122.325,1590,7795 +"5147600105","20140721T000000",178500,2,1,740,6460,"1",0,0,3,6,740,0,1953,0,"98146",47.5077,-122.344,1170,6975 +"7437100570","20140821T000000",291000,4,2.5,1860,6325,"2",0,0,4,7,1860,0,1991,0,"98038",47.3492,-122.03,1860,6449 +"8856004730","20140917T000000",199950,2,2.75,1590,20917,"1.5",0,0,3,5,1590,0,1920,0,"98001",47.2786,-122.25,1310,6000 +"3856902996","20140804T000000",553500,2,1,850,2340,"1",0,0,3,7,850,0,1922,0,"98105",47.6707,-122.328,1300,3000 +"1442800370","20150415T000000",189950,2,1,1030,4188,"1",0,0,3,8,1030,0,1981,0,"98038",47.3738,-122.057,1450,3376 +"8001400340","20140924T000000",289000,3,2,1850,9550,"1",0,0,3,8,1850,0,1988,0,"98001",47.3225,-122.273,2250,9550 +"3131200640","20150427T000000",700000,4,2,1830,4590,"2",0,0,3,8,1830,0,1908,0,"98105",47.6593,-122.327,1650,4590 +"0984000710","20141022T000000",270000,3,2,1560,8853,"1",0,0,3,7,1560,0,1967,0,"98058",47.4312,-122.171,1610,8750 +"4167300350","20140508T000000",258000,4,1.75,1730,8320,"1",0,0,3,7,1230,500,1977,0,"98023",47.327,-122.361,1840,9800 +"2826049282","20140614T000000",530000,3,2.5,1930,7214,"2",0,0,3,8,1930,0,2005,0,"98125",47.7191,-122.309,1930,7266 +"8946750030","20141218T000000",245000,3,2.25,1422,3677,"2",0,0,3,7,1422,0,2012,0,"98092",47.3204,-122.178,1677,3677 +"0461004720","20150422T000000",563000,3,2,1380,5000,"1.5",0,0,4,7,1380,0,1917,0,"98117",47.6807,-122.369,1350,5000 +"7852090810","20141119T000000",515000,3,2.5,2430,4203,"2",0,0,3,8,2430,0,2001,0,"98065",47.5346,-121.875,2500,4798 +"9264960340","20140617T000000",325000,4,2.5,2610,7091,"2",0,0,3,9,2610,0,1987,0,"98023",47.3017,-122.349,2610,7773 +"1624079104","20150402T000000",540000,3,2.25,2000,217800,"2",0,0,3,8,2000,0,1996,0,"98024",47.5599,-121.911,2220,217800 +"4310700570","20141210T000000",280300,2,1,920,5000,"1",0,0,4,6,490,430,1949,0,"98103",47.7008,-122.338,1500,5000 +"1254200075","20140509T000000",460000,4,1.75,1750,5500,"1.5",0,0,5,7,1050,700,1926,0,"98117",47.6802,-122.388,1640,5500 +"7214820030","20141212T000000",475000,3,1.75,2020,8970,"1",0,0,4,7,1180,840,1981,0,"98072",47.7571,-122.145,2140,8008 +"0865100055","20140612T000000",900000,4,2.25,2460,44431,"1",0,0,4,9,2460,0,1957,0,"98007",47.6042,-122.147,2830,44431 +"0686201000","20141230T000000",538200,4,3,1780,7260,"1",0,0,4,8,1780,0,1964,0,"98008",47.627,-122.114,1810,7920 +"0342000570","20140909T000000",429000,2,1,1080,3600,"1",0,0,3,7,1080,0,1922,0,"98122",47.6078,-122.291,2230,4500 +"5476200160","20140725T000000",164808,3,1,1250,5411,"1",0,0,3,7,1250,0,1980,0,"98178",47.5064,-122.265,1490,6320 +"7199320570","20150126T000000",520000,4,2.25,1870,7700,"2",0,0,3,7,1870,0,1977,0,"98052",47.6937,-122.127,1970,7700 +"6414100560","20140618T000000",475000,3,1.75,1700,8432,"1",0,0,3,8,1230,470,1977,0,"98125",47.7221,-122.317,1800,7842 +"1623049214","20140926T000000",283000,4,1.5,1480,47045,"1",0,0,5,6,1480,0,1942,0,"98168",47.4809,-122.3,1530,11000 +"2379300340","20150331T000000",321500,4,2.5,1930,6228,"2",0,0,3,8,1930,0,2000,0,"98030",47.3572,-122.191,1930,6168 +"7701990560","20140729T000000",840000,4,2.75,3130,21810,"2",0,0,4,10,3130,0,1993,0,"98077",47.7083,-122.073,3330,21810 +"2025700860","20150414T000000",287000,3,2.25,1370,6000,"2",0,0,4,7,1370,0,1992,0,"98038",47.3484,-122.033,1370,6200 +"8562500200","20140605T000000",375000,3,1.75,960,8106,"1",0,0,3,7,960,0,1962,0,"98052",47.6737,-122.156,1650,8035 +"8143100350","20140825T000000",349500,3,1.75,1260,7128,"1",0,0,4,7,1260,0,1969,0,"98034",47.7263,-122.205,1330,7326 +"0037000335","20140814T000000",446450,3,1.5,1480,7749,"1",0,0,5,7,1480,0,1960,0,"98126",47.5144,-122.379,1140,5320 +"1862900350","20140610T000000",315000,4,2.5,1930,9643,"2",0,0,4,7,1930,0,1992,0,"98031",47.4065,-122.18,1930,7525 +"1498302774","20140520T000000",271310,2,1,870,5340,"1.5",0,0,2,6,870,0,1906,0,"98144",47.5849,-122.302,1190,4440 +"2224700136","20150122T000000",315000,4,1,1300,8400,"1.5",0,0,4,7,1300,0,1953,0,"98133",47.7612,-122.332,1330,8400 +"7697920160","20140515T000000",245000,3,1.75,1490,6930,"1",0,0,4,7,1490,0,1990,0,"98030",47.3682,-122.179,1880,6861 +"1370804430","20150305T000000",543115,2,1,1380,5484,"1",0,0,3,8,1030,350,1947,0,"98199",47.6382,-122.399,1380,5347 +"2267000160","20141020T000000",900000,4,2,1190,8190,"1.5",0,0,3,7,1190,0,1945,0,"98117",47.6908,-122.397,1190,1567 +"5700004028","20150417T000000",2.45e+006,4,4.25,4250,6552,"2",0,3,4,10,2870,1380,2008,0,"98144",47.5747,-122.283,3640,8841 +"8682231170","20150429T000000",554000,2,2,1920,6045,"1",0,0,3,8,1920,0,2003,0,"98053",47.7107,-122.031,1670,5200 +"3353400860","20140717T000000",249900,3,1.75,2080,12522,"1",0,0,5,6,2080,0,1950,0,"98001",47.267,-122.25,1690,11200 +"2424059035","20140820T000000",768000,3,2.5,3220,54160,"2",0,2,4,9,2690,530,1981,0,"98006",47.5468,-122.109,3460,44374 +"2021201000","20140523T000000",980000,4,3,3680,5854,"1",0,3,3,10,2060,1620,1967,0,"98199",47.6327,-122.395,3140,5000 +"3919000030","20150420T000000",395000,5,2.5,2070,9600,"1",0,0,3,7,1270,800,1962,0,"98146",47.4997,-122.364,1950,7800 +"0789000550","20150413T000000",415000,3,1.75,1480,2200,"2",0,0,3,7,1480,0,1995,0,"98103",47.6969,-122.35,1360,2190 +"5104511040","20150220T000000",380000,4,2.5,2000,6921,"2",0,0,3,8,2000,0,2003,0,"98038",47.3559,-122.014,2430,6339 +"7215722010","20150226T000000",566000,3,2.5,1560,5259,"2",0,0,3,8,1560,0,1999,0,"98075",47.5985,-122.016,2170,5461 +"0016000435","20150316T000000",218500,2,1,1600,8961,"1",0,0,4,7,1390,210,1949,0,"98002",47.3098,-122.21,1502,6798 +"7197300105","20140502T000000",550000,4,2.5,1940,10500,"1",0,0,4,7,1140,800,1976,0,"98052",47.683,-122.114,2200,10500 +"2877101031","20140702T000000",512031,3,1.75,1540,3000,"1",0,2,3,7,770,770,1920,0,"98117",47.6769,-122.36,1420,4200 +"2892600016","20150317T000000",197500,2,1,820,8860,"1",0,0,3,6,820,0,1950,0,"98055",47.452,-122.19,1660,15375 +"2423020270","20140715T000000",470000,3,2.25,1780,8784,"1",0,0,3,7,1230,550,1977,0,"98033",47.701,-122.172,1780,7704 +"1825079070","20150313T000000",590000,3,1.75,1560,242629,"1",0,0,3,7,1560,0,1981,0,"98053",47.6493,-121.956,2320,220654 +"5255710160","20150318T000000",465000,4,2.25,2210,8862,"1",0,0,4,8,1270,940,1977,0,"98011",47.7725,-122.198,2030,8862 +"0723069135","20140915T000000",499000,2,1.75,2040,114562,"1",0,0,4,7,2040,0,1968,0,"98027",47.4985,-122.092,1850,94960 +"2024059094","20140825T000000",515000,3,2.25,1920,11500,"1",0,0,3,8,1920,0,1972,2000,"98006",47.5498,-122.188,2260,8866 +"7613700860","20141106T000000",716500,3,1.75,1930,5000,"1",0,0,3,9,1230,700,1936,0,"98105",47.6582,-122.278,2300,6000 +"2771101200","20140517T000000",410000,3,2,1700,4250,"1",0,0,3,6,890,810,1944,0,"98199",47.6542,-122.385,1440,4250 +"7625704510","20141022T000000",850000,4,3.25,3450,6500,"2",0,0,3,8,2450,1000,1994,0,"98136",47.5437,-122.388,1750,6500 +"1762600260","20140522T000000",1.05e+006,4,3.25,3440,35021,"2",0,0,3,10,3440,0,1983,0,"98033",47.6476,-122.184,3440,35021 +"2553300030","20140609T000000",648000,4,2.5,2380,13435,"2",0,0,3,10,2380,0,1992,0,"98075",47.5833,-122.028,2730,9677 +"5309101200","20140605T000000",620000,4,2.25,2400,5350,"1.5",0,0,4,7,1460,940,1929,0,"98117",47.6763,-122.37,1250,4880 +"5416300240","20150202T000000",935000,4,4.5,5670,84267,"2",0,2,3,11,5670,0,2008,0,"98010",47.323,-122.044,4100,83729 +"3756600240","20150319T000000",379000,3,1,1140,10320,"1",0,0,4,7,1140,0,1963,0,"98034",47.7168,-122.196,1140,10412 +"8127700445","20140716T000000",699000,3,1.75,1670,5375,"1",0,0,3,7,1270,400,1952,0,"98199",47.6416,-122.397,1460,6125 +"9421500070","20141230T000000",528000,4,2.25,1910,8005,"1",0,0,3,8,1280,630,1960,0,"98125",47.7259,-122.298,1860,8010 +"9477710160","20150426T000000",425000,3,1.75,1560,9452,"1",0,0,4,8,1560,0,1974,0,"98056",47.5197,-122.18,2200,9985 +"1795500240","20140623T000000",249500,2,1.75,1500,8645,"1",0,0,4,7,1500,0,1963,0,"98042",47.3643,-122.115,1220,8645 +"7203220260","20140716T000000",1.03548e+006,5,3.25,4475,6642,"2",0,0,3,9,4475,0,2014,0,"98053",47.6849,-122.018,3720,6633 +"3524039204","20140813T000000",790000,4,2.75,2840,11900,"1",0,3,4,9,1640,1200,1961,0,"98136",47.5271,-122.386,2790,10070 +"5706200060","20140818T000000",399950,3,1,1020,18050,"1",0,0,3,7,1020,0,1969,0,"98027",47.5254,-122.043,1750,11640 +"7283900012","20141021T000000",275000,3,1.5,1410,9000,"1",0,0,3,7,1410,0,1953,0,"98133",47.7635,-122.35,1910,7214 +"0809001070","20150123T000000",550000,3,1,1520,2500,"1.5",0,0,3,8,1520,0,1912,0,"98109",47.6347,-122.352,1880,3600 +"3340401535","20141105T000000",140000,1,1,730,6890,"1",0,0,4,4,730,0,1926,0,"98055",47.467,-122.215,1790,7969 +"1607100139","20140725T000000",250000,3,1,1190,6250,"1",0,0,3,7,990,200,1954,0,"98108",47.5658,-122.292,1760,6434 +"8699800060","20140903T000000",318000,3,2.25,1410,8909,"2",0,2,3,7,1410,0,1988,0,"98198",47.3983,-122.31,2050,8909 +"0524069037","20140710T000000",505000,2,1,1240,57000,"1",0,0,3,7,1240,0,1962,0,"98075",47.597,-122.059,3050,25545 +"6072600200","20150417T000000",470500,5,2.5,2500,9248,"1",0,0,3,8,1300,1200,1966,0,"98006",47.5415,-122.18,2090,8568 +"5144000036","20140527T000000",360000,3,1,1050,9206,"1.5",0,0,3,7,1050,0,1954,0,"98125",47.7071,-122.301,1380,6384 +"7855300200","20150319T000000",1.2425e+006,4,2.75,2680,8500,"1",0,4,4,9,1480,1200,1962,0,"98006",47.5634,-122.156,2940,8650 +"2485000202","20150410T000000",986000,3,2.5,2380,16080,"1",0,2,4,9,1340,1040,1964,0,"98136",47.5262,-122.386,2560,10070 +"9209900270","20150205T000000",515000,2,1,1060,4228,"1",0,0,3,7,860,200,1906,0,"98112",47.6231,-122.293,1060,4187 +"6099400030","20150114T000000",320000,3,1.75,2300,41900,"1",0,0,4,8,1310,990,1939,0,"98168",47.477,-122.292,1160,8547 +"9368700223","20150202T000000",310000,4,3,2010,7426,"1",0,0,5,7,1090,920,1951,0,"98178",47.5042,-122.265,1470,7426 +"1782000160","20140530T000000",356700,2,1,1090,5000,"1",0,0,4,7,730,360,1942,0,"98126",47.5258,-122.378,990,5250 +"0269001360","20150422T000000",775000,4,1.75,2320,5595,"1",0,0,3,7,1510,810,1956,0,"98199",47.6397,-122.388,1840,5596 +"0390100060","20150421T000000",325000,3,1,1040,7541,"1",0,0,3,6,1040,0,1951,0,"98133",47.7565,-122.339,1140,6100 +"7888400560","20141002T000000",208000,4,2.75,1810,8677,"1.5",0,0,3,7,1810,0,1962,0,"98198",47.3668,-122.31,1740,8677 +"7567600045","20140827T000000",825000,2,1,1150,12775,"1",1,4,4,6,1150,0,1908,0,"98178",47.502,-122.222,2440,11852 +"7764200030","20140716T000000",515000,3,2.5,2360,11254,"1",0,2,3,9,2360,0,1990,0,"98003",47.3356,-122.333,2390,11254 +"9828202545","20150127T000000",490000,3,1.5,1970,3400,"1.5",0,0,4,8,1420,550,1929,0,"98122",47.6163,-122.292,1940,4000 +"6114600030","20140520T000000",675000,4,3,2690,28300,"1",0,0,3,8,2690,0,1954,1999,"98166",47.4458,-122.343,2820,27100 +"9834200885","20140717T000000",360000,4,2.5,2080,4080,"1",0,0,5,7,1040,1040,1962,0,"98144",47.572,-122.29,1340,4080 +"9834200885","20150420T000000",550000,4,2.5,2080,4080,"1",0,0,5,7,1040,1040,1962,0,"98144",47.572,-122.29,1340,4080 +"3509600070","20140725T000000",225000,3,1.5,1370,9000,"1",0,0,3,7,1370,0,1962,0,"98168",47.4973,-122.328,1400,9075 +"2473002080","20150317T000000",500000,3,2.75,3410,9360,"1.5",0,0,4,8,3410,0,1967,0,"98058",47.4497,-122.147,2260,10128 +"1081300370","20150427T000000",385000,4,2,1850,11700,"1",0,0,4,8,1850,0,1969,0,"98059",47.4702,-122.12,2110,11700 +"0011501160","20140617T000000",837700,5,2.75,3010,12611,"2",0,0,3,10,3010,0,1994,0,"98052",47.696,-122.102,2890,9456 +"7202330370","20150210T000000",448000,3,2.25,1530,3056,"2",0,0,3,7,1530,0,2003,0,"98053",47.6817,-122.035,1560,3064 +"7000100631","20150507T000000",730000,5,1.75,2690,21357,"1",0,0,4,7,1420,1270,1952,0,"98004",47.5831,-122.191,2600,17539 +"2484200171","20140714T000000",575000,4,1.5,2810,7140,"1",0,2,3,8,1490,1320,1954,0,"98136",47.5252,-122.382,2240,6825 +"9477201040","20141118T000000",430000,3,1.75,1810,7300,"1",0,0,4,7,1240,570,1976,0,"98034",47.7299,-122.192,1460,7560 +"7202290160","20150114T000000",435000,3,2.5,1560,3987,"2",0,0,3,7,1560,0,2002,0,"98053",47.687,-122.043,1600,3152 +"4366700140","20141219T000000",241000,3,1,1010,9611,"1",0,0,4,6,1010,0,1973,0,"98092",47.3006,-122.066,1200,9611 +"5457300478","20150513T000000",453500,2,1.75,1000,1760,"1",0,0,4,6,600,400,1924,0,"98109",47.6261,-122.355,2120,2802 +"9158100116","20150406T000000",285000,2,1.5,990,1380,"3",0,0,3,7,990,0,2001,0,"98133",47.7218,-122.356,1050,1380 +"7227500830","20140528T000000",151000,2,1,720,4222,"1",0,0,4,5,720,0,1942,0,"98056",47.4965,-122.186,860,4785 +"7237500390","20141110T000000",1.57e+006,5,4.5,6070,14731,"2",0,0,3,11,6070,0,2004,0,"98059",47.5306,-122.134,4750,13404 +"2197600451","20141105T000000",631000,5,2,2270,2400,"2",0,0,3,7,2270,0,1905,0,"98122",47.6051,-122.319,1320,2400 +"3278604400","20140602T000000",285000,2,2.5,1380,1073,"2",0,0,3,7,1140,240,2011,0,"98126",47.5462,-122.369,1580,2036 +"1788700160","20150220T000000",195000,3,1,1260,8378,"1",0,0,4,6,840,420,1959,1977,"98023",47.3274,-122.348,1140,8496 +"3276930270","20150425T000000",817500,4,2.5,2910,35679,"2",0,0,4,9,2910,0,1987,0,"98075",47.5859,-121.991,2720,36728 +"7374600060","20150109T000000",550000,3,2,1810,12825,"1",0,0,4,7,1810,0,1960,0,"98007",47.5953,-122.14,1490,10800 +"2505500030","20140703T000000",1.127e+006,4,2.5,3160,8281,"2",0,0,4,9,3160,0,1995,0,"98033",47.6699,-122.195,3000,8281 +"2770604942","20141230T000000",609850,2,2.75,1910,1369,"3",0,0,3,9,1910,0,2002,0,"98119",47.6544,-122.373,1910,1879 +"7831800505","20150106T000000",200000,3,1,1230,4380,"1",0,0,3,6,1230,0,1947,0,"98106",47.5352,-122.361,1525,6026 +"5416510060","20150306T000000",367000,4,2.5,2960,6219,"2",0,0,3,9,2960,0,2006,0,"98038",47.3603,-122.037,2960,5361 +"4137010260","20140825T000000",285167,3,2.25,2200,8375,"2",0,0,3,8,2200,0,1988,0,"98092",47.2626,-122.218,2200,10002 +"7683800200","20150402T000000",275000,2,1.5,1270,32175,"1",0,0,4,7,1270,0,1947,0,"98003",47.3347,-122.304,1270,10200 +"1509500160","20150324T000000",350900,4,2.5,2540,12843,"2",0,0,3,9,2540,0,1992,0,"98030",47.3866,-122.169,2410,9383 +"3904940200","20140620T000000",660000,4,3.25,3030,9273,"2",0,0,5,8,3030,0,1988,0,"98029",47.5747,-122.014,2360,7632 +"4037200295","20140819T000000",525000,3,1.75,1520,8835,"1",0,0,4,7,1520,0,1957,0,"98008",47.6054,-122.118,1760,8580 +"7258200055","20150206T000000",262000,4,2.5,1560,7800,"2",0,0,3,7,1560,0,1997,0,"98168",47.514,-122.316,1160,7800 +"9178600560","20140623T000000",690000,2,1,970,4560,"1",0,0,4,7,970,0,1907,0,"98103",47.6561,-122.332,1500,4560 +"0255520260","20150324T000000",624000,5,3.75,3570,14648,"2",0,0,3,9,3570,0,2005,0,"98019",47.7377,-121.974,3160,7882 +"0751000060","20140506T000000",353000,3,1,1350,7740,"1",0,0,4,6,860,490,1947,0,"98125",47.7098,-122.291,1130,7740 +"3343900326","20150311T000000",552500,4,3.5,3710,10400,"2",0,0,3,8,2290,1420,2002,0,"98056",47.5041,-122.186,1720,4276 +"7137900320","20140509T000000",224500,4,1,1430,8355,"1.5",0,0,4,7,1430,0,1983,0,"98092",47.3178,-122.174,1550,7938 +"2641800060","20150427T000000",239000,3,1,940,8571,"1",0,0,3,6,940,0,1950,0,"98146",47.5006,-122.336,1100,8573 +"0293760310","20140711T000000",975000,5,4.5,4300,12250,"2",0,0,3,10,4300,0,2004,0,"98029",47.5557,-122.027,3950,12250 +"7237501180","20140625T000000",1.2e+006,4,1.75,3990,13470,"2",0,0,3,11,3990,0,2006,0,"98059",47.5305,-122.131,5790,13709 +"5332200550","20150325T000000",505000,3,1,1380,4000,"1.5",0,0,3,7,1380,0,1910,0,"98112",47.6261,-122.296,1690,4000 +"3450300240","20140515T000000",302000,4,1.75,2020,7865,"1",0,0,4,7,1010,1010,1963,0,"98059",47.5008,-122.162,1650,7865 +"9352900695","20140922T000000",170000,3,1,1480,5670,"1",0,0,3,6,780,700,1944,0,"98106",47.5175,-122.36,760,5040 +"3324069070","20140707T000000",195000,2,1,1190,27007,"1",0,0,4,5,1190,0,1910,0,"98027",47.524,-122.04,1730,12632 +"8062900070","20140909T000000",272000,5,1.5,2550,6300,"1",0,0,4,7,1560,990,1959,0,"98056",47.5014,-122.172,1380,6300 +"8062900070","20150213T000000",369000,5,1.5,2550,6300,"1",0,0,4,7,1560,990,1959,0,"98056",47.5014,-122.172,1380,6300 +"4427100030","20150114T000000",332500,3,1.5,1500,6332,"1",0,0,3,7,1500,0,1953,0,"98125",47.7274,-122.312,1500,6337 +"4039100400","20150506T000000",515000,3,2.5,3000,8250,"1",0,0,4,8,1760,1240,1963,0,"98008",47.6191,-122.112,2040,8250 +"2171400126","20140605T000000",269000,3,1,1690,4250,"1",0,0,3,7,1020,670,1967,0,"98178",47.4945,-122.258,1820,8865 +"7135520810","20140730T000000",1.278e+006,4,4,4390,17832,"1",0,0,4,11,2430,1960,1994,0,"98059",47.5283,-122.143,3090,12369 +"2475201180","20150206T000000",303000,3,2.5,1560,4100,"2",0,0,3,7,1560,0,1985,0,"98055",47.4733,-122.189,1660,4400 +"4024100951","20150105T000000",420000,7,3,2940,8624,"1",0,0,3,8,1690,1250,1977,0,"98155",47.7555,-122.307,1850,8031 +"6021502830","20141110T000000",400000,3,1,1130,4100,"1",0,0,3,7,990,140,1941,0,"98117",47.6856,-122.385,1800,4100 +"7710100083","20150204T000000",225000,3,1,1020,8437,"1",0,0,5,6,1020,0,1987,0,"98022",47.2093,-122,1420,8500 +"2781270550","20140916T000000",219000,2,2,1310,2550,"2",0,0,3,6,1310,0,2004,0,"98038",47.3496,-122.022,1310,2550 +"0200510060","20141231T000000",605000,3,2.5,2570,9487,"2",0,3,3,9,2570,0,1989,0,"98011",47.7408,-122.216,2490,9898 +"9554200105","20141014T000000",625000,4,2,2020,6867,"1",0,0,5,8,1010,1010,1942,0,"98115",47.7,-122.292,1250,6842 +"3320000810","20150224T000000",380000,5,2,1680,3240,"1",0,0,3,5,840,840,1906,0,"98144",47.5965,-122.311,1380,1260 +"0643500060","20150424T000000",620000,4,2,1770,7700,"1.5",0,0,4,7,1770,0,1962,0,"98007",47.5916,-122.146,1710,7700 +"2537500140","20140627T000000",687500,4,2.75,3190,10970,"2",0,0,3,10,3190,0,1994,0,"98075",47.5862,-122.029,2850,8416 +"5112800421","20140723T000000",225500,4,2,1440,7950,"1",0,0,5,6,1440,0,1962,0,"98058",47.4517,-122.082,1530,20037 +"3352402236","20141215T000000",252500,3,2,1150,6000,"1",0,0,5,7,1150,0,1956,0,"98178",47.498,-122.263,1980,6360 +"3905100520","20141029T000000",510000,3,2.5,1860,3658,"2",0,0,3,8,1860,0,1994,0,"98029",47.5703,-122.004,1840,3739 +"6332940070","20140507T000000",510000,4,2.5,2430,5203,"2",0,0,3,8,2430,0,2003,0,"98155",47.7402,-122.317,2260,7474 +"0809002435","20140808T000000",725000,3,2.5,1940,4000,"1.5",0,0,5,7,1940,0,1906,0,"98109",47.6372,-122.352,1440,4000 +"3421079032","20150217T000000",75000,1,0,670,43377,"1",0,0,3,3,670,0,1966,0,"98022",47.2638,-121.906,1160,42882 +"3797000295","20150312T000000",492000,2,1,880,2970,"1",0,0,3,7,880,0,1927,0,"98103",47.6868,-122.349,1370,3060 +"1775801260","20150311T000000",425000,4,2.5,1930,14196,"1",0,0,4,7,1330,600,1977,0,"98072",47.7407,-122.097,1470,12852 +"4055701200","20150421T000000",1.955e+006,4,2.75,3120,7898,"1",1,4,4,8,1560,1560,1963,0,"98034",47.7165,-122.259,2630,13868 +"7137960030","20150309T000000",298900,3,2.5,1830,6162,"2",0,0,3,8,1830,0,1994,0,"98092",47.3291,-122.17,1860,7017 +"7880010060","20150406T000000",699000,4,2.5,3230,40319,"2",0,0,4,10,3230,0,1987,0,"98027",47.4856,-122.069,2990,40234 +"3797001920","20140702T000000",310000,2,1,700,3000,"1",0,0,4,6,700,0,1918,0,"98103",47.6846,-122.346,1560,4500 +"3901100055","20141222T000000",350000,3,1.75,1010,8580,"1",0,0,3,7,1010,0,1961,0,"98033",47.6703,-122.174,1500,8580 +"8069000075","20141229T000000",790000,4,1.75,2460,10061,"1",1,4,3,7,1410,1050,1961,0,"98178",47.5105,-122.238,2300,10061 +"1541700240","20140729T000000",305000,4,2.5,2230,5000,"2",0,0,3,8,2230,0,2003,0,"98031",47.3919,-122.184,2230,6137 +"6064800710","20141002T000000",315000,3,2.5,1570,2865,"2",0,0,3,7,1570,0,2003,0,"98118",47.5412,-122.288,1610,2582 +"1865810060","20140812T000000",267500,5,3.5,2390,6600,"2",0,0,5,7,2390,0,1977,0,"98042",47.3737,-122.115,1140,6600 +"7533800295","20140819T000000",1.75e+006,4,3.25,3460,7749,"2",0,1,3,10,3020,440,1950,1998,"98115",47.6849,-122.273,3030,8680 +"5415300060","20140813T000000",435000,6,3.5,2400,8620,"2",0,0,3,8,1640,760,1987,0,"98034",47.7152,-122.162,1940,7350 +"3876100320","20140905T000000",482500,6,4.5,2940,7500,"1.5",0,0,4,8,2940,0,1966,0,"98034",47.7208,-122.182,2010,7500 +"1247600105","20141020T000000",5.1108e+006,5,5.25,8010,45517,"2",1,4,3,12,5990,2020,1999,0,"98033",47.6767,-122.211,3430,26788 +"3705900238","20140828T000000",439995,3,1.75,1570,8400,"1",0,0,4,7,1570,0,1959,0,"98133",47.76,-122.34,1860,8639 +"3876200070","20150508T000000",460000,3,3,1520,7500,"1",0,0,3,7,1180,340,1967,0,"98034",47.7276,-122.181,2080,8000 +"4388000140","20140729T000000",194000,3,1,1070,6440,"1",0,0,4,7,1070,0,1971,0,"98023",47.3186,-122.373,1190,6532 +"3523029041","20141009T000000",290000,2,0.75,440,8313,"1",1,3,4,5,440,0,1943,0,"98070",47.4339,-122.512,880,26289 +"3110800260","20140715T000000",274700,4,2,2440,9600,"1",0,0,5,7,1220,1220,1963,0,"98031",47.4142,-122.179,1370,9600 +"3131201290","20150317T000000",900000,4,2.5,2660,3672,"2",0,0,5,8,1800,860,1910,0,"98105",47.6609,-122.324,1510,3825 +"1117200390","20140507T000000",1.15e+006,4,4,4460,103382,"2",0,0,3,11,4460,0,2001,0,"98053",47.634,-121.997,3470,88519 +"8956000350","20140903T000000",605000,3,2.5,2010,3667,"2",0,0,3,9,2010,0,2008,0,"98027",47.545,-122.015,2350,3600 +"7853210140","20150309T000000",359000,3,2.5,1450,3850,"2",0,0,3,7,1450,0,2004,0,"98065",47.5318,-121.85,1970,3748 +"3250500140","20141008T000000",850000,3,1.75,1400,9900,"1",0,0,3,7,1400,0,1951,0,"98004",47.6272,-122.209,1810,10796 +"2767601375","20140821T000000",505000,3,2,1500,2500,"2",0,0,3,8,1500,0,2002,0,"98107",47.6748,-122.385,1550,5000 +"9465910320","20140709T000000",565000,3,2.5,2500,7394,"2",0,0,3,9,2500,0,1990,0,"98072",47.7441,-122.173,2790,7642 +"3334000055","20150429T000000",585000,2,1.75,1280,7110,"1",0,0,4,7,1000,280,1955,0,"98118",47.5569,-122.273,1550,6835 +"7893800335","20150430T000000",328000,4,3.25,3380,7500,"2",0,3,3,7,2420,960,1990,0,"98198",47.4092,-122.33,1920,7500 +"3586500700","20140709T000000",749950,4,2.75,2910,18700,"1",0,0,3,9,2210,700,1957,1995,"98177",47.7557,-122.368,2420,26140 +"3630180400","20140626T000000",826000,4,2.5,3060,7140,"2",0,0,3,9,3060,0,2006,0,"98027",47.5393,-121.998,3240,6218 +"3210950510","20140904T000000",535000,3,1,1330,40259,"1",0,0,4,7,1330,0,1977,0,"98024",47.552,-121.89,1710,34787 +"1224069074","20140806T000000",925000,4,2.5,3300,101930,"2",0,0,4,10,3300,0,1991,0,"98029",47.576,-121.976,2880,213879 +"7625700935","20140605T000000",875000,3,3.5,3250,6000,"2",0,0,3,10,2500,750,2001,0,"98136",47.5533,-122.391,1650,6000 +"7856610200","20140523T000000",902000,4,2.25,2530,9200,"1",0,0,5,9,1570,960,1976,0,"98006",47.5612,-122.152,3030,9400 +"7287100135","20141001T000000",423000,3,1,1830,13900,"1",0,0,3,7,1830,0,1951,0,"98133",47.7654,-122.352,1840,10667 +"1023059324","20140623T000000",235000,3,1,1170,11100,"1",0,0,4,6,1170,0,1968,0,"98059",47.4954,-122.164,2080,8481 +"6398000171","20140710T000000",545000,2,2,2930,14057,"1",0,2,4,8,1680,1250,1980,0,"98070",47.4025,-122.463,2234,61011 +"6149700350","20141016T000000",343000,2,1,1230,7560,"1",0,0,3,7,1230,0,1961,0,"98133",47.7298,-122.34,1270,7560 +"9558020890","20150324T000000",334950,3,2.5,1620,2930,"2",0,0,3,8,1620,0,2002,0,"98058",47.4491,-122.12,1900,2943 +"2624049185","20140909T000000",405000,3,1.75,1760,5355,"1",0,0,3,7,1160,600,1956,0,"98118",47.5368,-122.267,1790,6225 +"0236400260","20141215T000000",220000,4,1,1440,8250,"1",0,0,3,7,1440,0,1959,0,"98188",47.4325,-122.291,1440,8466 +"3826000560","20141002T000000",173000,2,1,1740,8100,"1",0,0,3,6,1050,690,1947,0,"98168",47.4942,-122.304,960,8100 +"7011201245","20141107T000000",655000,3,1,1270,3600,"1.5",0,0,3,7,1270,0,1906,0,"98119",47.6368,-122.37,1710,3600 +"9222400510","20150107T000000",406000,2,1,880,3000,"1",0,0,3,6,880,0,1924,0,"98115",47.6749,-122.323,890,3000 +"9455200570","20141217T000000",632000,6,2.5,2560,8320,"1",0,0,3,7,1370,1190,1961,0,"98125",47.7021,-122.287,2360,7800 +"2112700030","20141126T000000",357000,5,2.75,1540,4000,"1",0,0,3,7,1140,400,1990,0,"98106",47.533,-122.354,1630,4000 +"8658300260","20141209T000000",361000,3,1.75,1150,17585,"1",0,0,3,7,1150,0,1964,0,"98014",47.6503,-121.908,1200,7500 +"3996900160","20140708T000000",277000,2,1,770,8149,"1",0,0,3,6,770,0,1948,0,"98155",47.7458,-122.298,1160,8149 +"5561400340","20140605T000000",630000,4,3.75,4610,40202,"1",0,0,4,10,2500,2110,1980,0,"98027",47.4599,-122,3050,41056 +"0011900140","20140509T000000",254000,3,2.5,1850,4597,"2",0,0,3,8,1850,0,2003,0,"98042",47.3755,-122.136,2210,5000 +"6071600340","20141113T000000",472800,3,2.25,1840,8400,"1",0,0,3,8,1290,550,1961,0,"98006",47.5497,-122.172,2110,8400 +"1231000510","20140922T000000",263000,3,1.75,1490,3800,"1",0,0,3,6,700,790,1913,0,"98118",47.5554,-122.27,2180,4000 +"1231000510","20150504T000000",510000,3,1.75,1490,3800,"1",0,0,3,6,700,790,1913,0,"98118",47.5554,-122.27,2180,4000 +"7683800192","20141107T000000",179950,3,1,960,10125,"1",0,0,4,7,960,0,1952,0,"98003",47.3335,-122.305,1250,9769 +"4123400340","20141203T000000",525000,4,2.25,1580,7307,"1",0,0,3,8,1160,420,1973,0,"98027",47.569,-122.086,2020,7458 +"5458300685","20140520T000000",479000,3,2.5,1260,889,"3",0,0,3,8,1260,0,2008,0,"98109",47.6277,-122.345,1340,1324 +"0194000505","20140904T000000",651000,3,2,1940,6440,"1",0,2,5,7,970,970,1940,0,"98116",47.5664,-122.389,1730,4640 +"3885804305","20140911T000000",949000,4,1.75,2490,7834,"1",0,3,4,8,1240,1250,1958,0,"98033",47.6851,-122.209,3210,7834 +"3971700560","20150421T000000",392400,5,2.5,2520,27951,"1.5",0,0,3,7,1890,630,1942,1970,"98155",47.7733,-122.318,1830,14373 +"8585400135","20141105T000000",585000,4,1.75,1760,5356,"1",0,0,4,7,920,840,1950,0,"98115",47.679,-122.288,1680,5184 +"8691500990","20141212T000000",460000,4,2.5,4190,7504,"2",0,0,3,7,4190,0,2004,0,"98058",47.4394,-122.114,2480,6727 +"2770606685","20140813T000000",470000,3,1,1170,4400,"1",0,0,3,7,870,300,1951,0,"98199",47.6584,-122.391,1240,4400 +"8856971000","20150406T000000",245000,3,2.5,1600,4271,"2",0,0,3,7,1600,0,2003,0,"98038",47.386,-122.036,1520,3225 +"1026049082","20141125T000000",500000,4,2,2760,27631,"2",0,0,4,8,1800,960,1978,0,"98155",47.7484,-122.291,2490,13158 +"2095800400","20141113T000000",455000,3,2.5,2090,8653,"2",0,0,3,8,2090,0,1989,0,"98011",47.7498,-122.184,2090,6396 +"7852030240","20150408T000000",485500,4,2.5,2320,3974,"2",0,0,3,7,2320,0,1999,0,"98065",47.532,-121.88,2620,4539 +"6321000045","20141222T000000",1.875e+006,5,3.25,4110,7920,"2",0,3,3,9,3150,960,1921,0,"98122",47.617,-122.282,3890,7800 +"3751600030","20140717T000000",100000,2,1,770,17334,"1",0,0,3,7,770,0,1978,0,"98001",47.2997,-122.269,1480,17334 +"4046500510","20140905T000000",307000,3,1.75,1410,16105,"1",0,0,3,7,1410,0,1982,0,"98014",47.6927,-121.913,1550,18615 +"8029520240","20141010T000000",475000,4,3.5,3660,14401,"2",0,0,3,10,2660,1000,1994,0,"98023",47.3076,-122.396,2780,10653 +"7016310030","20150219T000000",330000,4,2.5,2180,7210,"1",0,0,3,7,1190,990,1972,0,"98011",47.7419,-122.181,2070,7210 +"1238500451","20150209T000000",130000,3,1,1110,7520,"1",0,0,4,7,1110,0,1960,0,"98033",47.683,-122.176,1440,8400 +"4401150070","20140623T000000",320000,3,2.5,2280,7417,"2",0,0,3,8,2280,0,1998,0,"98001",47.3557,-122.278,2370,6443 +"3331000070","20140606T000000",735000,4,2.5,2820,6180,"2",0,0,3,9,2050,770,2013,0,"98118",47.5529,-122.281,1390,4635 +"2636900126","20150312T000000",365000,4,2.5,1570,9600,"1",0,0,3,7,800,770,1972,0,"98155",47.7757,-122.303,1340,9110 +"1842900030","20150416T000000",234000,3,1.5,1200,11935,"1",0,0,4,7,1200,0,1968,0,"98042",47.3434,-122.082,1350,11935 +"1761300310","20140827T000000",211000,4,2,1710,8288,"1.5",0,0,3,7,1710,0,1970,0,"98031",47.3947,-122.174,1710,7200 +"5249800729","20150330T000000",680000,6,3.5,3000,6320,"2",0,2,3,8,2400,600,1969,0,"98118",47.562,-122.279,1720,6360 +"5104511600","20141112T000000",457000,4,3,2800,7845,"2",0,0,3,8,2800,0,2002,0,"98038",47.3544,-122.013,2800,6977 +"8663370060","20141009T000000",349000,3,2.25,1640,7261,"2",0,0,3,7,1640,0,1989,0,"98034",47.7192,-122.176,1640,6789 +"0613400030","20141024T000000",360000,3,2.75,2030,6840,"1",0,0,3,7,1210,820,1979,0,"98108",47.5413,-122.299,1910,6365 +"6004510240","20150414T000000",350000,4,2.5,2530,10155,"2",0,0,3,8,2530,0,1998,0,"98042",47.351,-122.146,2330,7205 +"1450100070","20150430T000000",208000,3,1,990,7420,"1",0,0,5,6,990,0,1960,0,"98002",47.2898,-122.221,1010,7420 +"6117501820","20140618T000000",250275,2,1,790,11234,"1",0,0,4,6,790,0,1942,0,"98166",47.4413,-122.349,1930,11871 +"6117501820","20150428T000000",435000,2,1,790,11234,"1",0,0,4,6,790,0,1942,0,"98166",47.4413,-122.349,1930,11871 +"5420300240","20141205T000000",270000,3,1.75,1800,7763,"1",0,0,3,6,1470,330,1984,0,"98030",47.3766,-122.184,1440,7483 +"4140900140","20140527T000000",438000,3,1.75,1650,12940,"1",0,0,4,7,1650,0,1961,0,"98028",47.7629,-122.268,2830,12600 +"1630700135","20141119T000000",659000,4,2,1980,23625,"2",0,0,3,8,1980,0,1938,1984,"98072",47.7553,-122.092,2300,24640 +"5166700055","20150504T000000",645000,4,2.75,2340,6350,"1",0,0,4,7,1310,1030,1974,0,"98126",47.5559,-122.379,2020,6350 +"3224600310","20141030T000000",685100,4,2.5,2790,5423,"2",0,0,3,9,2790,0,1999,0,"98074",47.6085,-122.017,2450,6453 +"7227802030","20140623T000000",350000,7,3,2800,9569,"1",0,2,3,7,1400,1400,1963,0,"98056",47.5102,-122.183,2150,7333 +"0226059078","20150227T000000",375000,2,1,1840,81892,"1",0,0,3,6,1840,0,1955,0,"98072",47.7694,-122.124,2550,40089 +"1796100140","20140715T000000",170000,3,1.5,1350,81549,"1",0,0,2,7,1350,0,1966,0,"98092",47.3099,-122.09,2220,93825 +"5309100140","20140624T000000",880000,4,2.5,3030,3841,"3",0,0,3,9,3030,0,2005,0,"98117",47.6781,-122.369,1080,4922 +"8658300510","20150419T000000",410500,4,2.5,1980,5000,"2",0,0,3,8,1980,0,2008,0,"98014",47.6492,-121.908,1400,8500 +"8691300060","20141023T000000",780000,4,2.5,3690,13609,"2",0,2,3,10,3690,0,1996,0,"98075",47.5872,-121.972,3600,13609 +"9103000393","20140910T000000",1.225e+006,5,4.5,3732,4426,"2.5",0,0,3,10,2932,800,2001,0,"98112",47.6189,-122.288,2950,4000 +"8682281170","20141113T000000",449000,2,1.75,1510,6852,"1",0,0,3,8,1510,0,2005,0,"98053",47.7073,-122.012,1510,5912 +"0472000055","20140514T000000",546000,3,1.75,2000,5000,"1",0,0,4,7,1110,890,1921,0,"98117",47.6859,-122.399,1750,5000 +"2473400570","20140516T000000",317000,3,2,1760,11410,"1",0,0,5,7,1060,700,1977,0,"98058",47.4528,-122.163,1680,9165 +"3449500135","20140625T000000",276900,3,1,1270,7566,"1",0,0,4,7,1270,0,1958,0,"98056",47.5074,-122.175,1780,7520 +"1926049355","20141028T000000",399000,5,2,2620,7030,"1",0,0,3,8,1420,1200,1965,0,"98133",47.7338,-122.352,1360,7964 +"8650000070","20140808T000000",495000,5,2.75,2630,10165,"1",0,0,4,8,1690,940,1976,0,"98027",47.5196,-122.049,2440,10165 +"8732131200","20140808T000000",258000,3,1.75,2270,9000,"1",0,0,4,8,1330,940,1978,0,"98023",47.3077,-122.381,2090,8400 +"1624079051","20140710T000000",600000,2,2.5,2410,102366,"1",0,0,4,7,1940,470,1912,1989,"98024",47.5629,-121.918,2460,310582 +"0993001629","20141117T000000",265000,3,2.75,1120,881,"3",0,0,3,8,1120,0,1999,0,"98103",47.6914,-122.343,1120,1087 +"3832711040","20150424T000000",321000,5,2.75,3030,7000,"1",0,0,4,7,1540,1490,1978,0,"98032",47.3661,-122.28,1790,7330 +"5244801230","20140829T000000",682000,5,2.25,2120,4000,"1.5",0,0,4,7,1720,400,1910,0,"98109",47.644,-122.353,1960,4000 +"2798600240","20141114T000000",295700,4,2.5,1720,5805,"2",0,0,3,8,1720,0,2000,0,"98092",47.3286,-122.208,2360,7700 +"5701800030","20140506T000000",609000,4,2.5,2150,37981,"2",0,0,3,9,2150,0,1985,0,"98052",47.7227,-122.098,2450,37981 +"7636800041","20140625T000000",995000,3,4.5,4380,47044,"2",1,3,3,9,3720,660,1968,1990,"98166",47.4734,-122.365,2460,18512 +"3904901200","20140818T000000",530000,3,2.25,2010,11817,"2",0,0,4,8,2010,0,1986,0,"98029",47.5665,-122.023,2190,10168 +"4109600055","20141229T000000",614000,5,2.5,3150,5150,"2",0,0,5,8,1870,1280,1907,2004,"98118",47.5506,-122.269,1550,5150 +"3339400349","20141124T000000",390000,3,2.5,2500,21780,"1",0,0,3,8,1770,730,1986,0,"98092",47.3282,-122.198,2670,23400 +"7202340370","20141110T000000",467000,3,2.5,1690,6642,"2",0,0,3,7,1690,0,2004,0,"98053",47.6793,-122.033,2120,5080 +"9477500060","20140813T000000",484000,6,2.5,3300,13501,"1",0,0,3,8,2060,1240,1980,0,"98059",47.5116,-122.163,2060,8745 +"4310701600","20141113T000000",340000,3,2.5,1240,1115,"3",0,0,3,8,1240,0,2003,0,"98103",47.6985,-122.34,1410,1355 +"2215450060","20141223T000000",302495,3,2.5,2200,7201,"2",0,0,3,8,2200,0,1994,0,"98030",47.3821,-122.207,2250,7240 +"2919702075","20140925T000000",532500,3,1.75,1620,3360,"1",0,0,5,7,980,640,1927,0,"98117",47.6886,-122.361,1400,3840 +"8079030350","20140910T000000",441500,3,2.5,2420,9592,"2",0,0,3,8,1780,640,1993,0,"98059",47.5093,-122.153,2420,9145 +"7893804340","20140724T000000",470000,4,2.5,2680,8062,"1",0,3,4,7,1530,1150,1967,0,"98198",47.4132,-122.328,1920,8600 +"4389200765","20140625T000000",2.3e+006,4,3.25,4250,8570,"2",0,0,3,9,4250,0,2004,0,"98004",47.6154,-122.21,2830,12821 +"1822069116","20141217T000000",590000,3,2.5,2400,99752,"1",0,0,3,9,2400,0,1996,0,"98058",47.3917,-122.084,2800,98010 +"7276100282","20140729T000000",320000,3,1.75,2300,12000,"1",0,0,3,8,1770,530,1942,0,"98133",47.7599,-122.343,2030,6000 +"0567000392","20141103T000000",363000,2,2,920,1201,"2",0,0,3,8,800,120,2009,0,"98144",47.5926,-122.295,1150,1161 +"5729200030","20140707T000000",747500,4,2.25,2350,18600,"2",0,0,4,9,2350,0,1977,0,"98028",47.7473,-122.257,2880,14400 +"8682220390","20140723T000000",750000,2,2.5,2630,7957,"2",0,0,3,8,2630,0,2003,0,"98053",47.7106,-122.023,2305,7220 +"9828700200","20140505T000000",831000,4,3,2170,4000,"2",0,0,4,9,1610,560,1982,2011,"98112",47.6196,-122.292,1670,4000 +"7852180560","20150424T000000",403000,3,2.5,1700,4125,"2",0,0,3,7,1700,0,2004,0,"98065",47.5305,-121.854,1970,4105 +"3655400060","20140808T000000",445000,3,2.5,2470,4565,"2",0,0,3,7,2470,0,2005,0,"98056",47.514,-122.189,2470,5064 +"7955030060","20150326T000000",345000,3,1,1250,17380,"1",0,0,4,7,1250,0,1970,0,"98072",47.7502,-122.108,1410,18200 +"8964800445","20150209T000000",2.26e+006,3,3.5,3110,14872,"1",0,0,3,10,3110,0,2003,0,"98004",47.6178,-122.209,3110,12433 +"6204410200","20140616T000000",371025,3,2,1530,8925,"1",0,0,3,7,1530,0,1977,0,"98011",47.736,-122.199,2040,8856 +"7625702400","20140730T000000",355000,2,1,960,6250,"1",0,0,3,6,960,0,1916,0,"98136",47.5491,-122.386,1350,6250 +"5113200310","20140909T000000",270000,3,1,1240,14110,"1",0,0,4,7,1240,0,1972,0,"98058",47.4579,-122.09,2060,19350 +"7893802800","20140605T000000",425000,4,2.75,2440,15349,"2",0,1,4,7,2440,0,1957,0,"98198",47.4117,-122.333,2280,9250 +"2473003210","20150313T000000",364808,3,1.75,2320,7875,"1",0,0,3,8,1620,700,1967,0,"98058",47.4524,-122.146,1990,9720 +"1402600570","20150113T000000",320000,3,2.25,1580,6561,"1",0,0,3,8,1200,380,1981,0,"98058",47.4394,-122.14,1710,7241 +"8944460030","20141014T000000",325000,4,2.5,2963,5797,"2",0,0,3,9,2963,0,2006,0,"98030",47.3831,-122.185,2665,6119 +"2473480560","20140904T000000",350000,3,2.25,2470,10290,"2",0,0,3,8,2230,240,1984,0,"98058",47.4459,-122.124,1970,10150 +"3365900465","20150219T000000",170000,3,1.5,1370,10176,"1",0,0,3,6,1370,0,1947,0,"98168",47.4738,-122.263,1650,10176 +"5341600030","20140509T000000",255000,2,1,960,28717,"1",0,0,4,6,960,0,1984,0,"98070",47.3356,-122.502,1860,28717 +"6073500160","20141210T000000",550000,3,1,1130,7500,"1",0,0,3,7,880,250,1947,0,"98117",47.6973,-122.389,2190,5250 +"2025760160","20140703T000000",835000,4,4.25,4930,25714,"2",0,0,3,12,4930,0,2005,0,"98092",47.3069,-122.148,3620,23035 +"9393700140","20150310T000000",420000,3,1,1150,5120,"1",0,0,4,6,800,350,1946,0,"98116",47.5588,-122.392,1220,5120 +"5458800125","20140514T000000",925000,4,2.5,2190,7350,"2.5",0,0,5,8,2190,0,1958,0,"98040",47.5786,-122.236,1880,7350 +"2492200435","20140606T000000",389250,2,1.5,1490,4080,"1",0,0,3,7,930,560,1956,0,"98126",47.5344,-122.381,1320,4080 +"3759500046","20150501T000000",748000,3,2.5,2600,10183,"1",0,0,3,8,1300,1300,2004,0,"98033",47.6984,-122.201,1860,10401 +"8648220260","20150324T000000",284000,3,1.75,1530,9600,"1",0,0,3,7,1200,330,1988,0,"98042",47.3594,-122.076,1680,9680 +"6392001670","20140611T000000",588000,4,2,1680,5000,"1",0,0,3,7,980,700,1950,0,"98115",47.6858,-122.286,1680,6000 +"2026049155","20150320T000000",372500,3,1.75,1680,8648,"1",0,0,4,7,1680,0,1963,0,"98133",47.7338,-122.332,1290,8147 +"2329800240","20150218T000000",285000,4,3,1900,7194,"2",0,0,4,7,1900,0,1988,0,"98042",47.3768,-122.117,1690,7194 +"3380900125","20140527T000000",360000,3,1,1570,9467,"1",0,0,3,7,1570,0,1954,0,"98177",47.7683,-122.359,1570,9100 +"1324079041","20141118T000000",275000,3,1,1370,17859,"1",0,0,4,7,1150,220,1930,0,"98024",47.5617,-121.859,1460,47044 +"8682230550","20140916T000000",428000,2,2,1350,4225,"1",0,0,3,8,1350,0,2003,0,"98053",47.7106,-122.03,1660,4225 +"0853400240","20150325T000000",847000,6,2.5,3010,17864,"2",0,0,3,8,3010,0,1969,0,"98177",47.7209,-122.372,2560,11532 +"2130702075","20140926T000000",316000,3,1,1010,7838,"1",0,0,4,6,1010,0,1977,0,"98019",47.7422,-121.981,1380,8128 +"3260810260","20150505T000000",375000,3,2.5,2050,7205,"2",0,0,3,8,2050,0,2000,0,"98003",47.3487,-122.304,2050,7264 +"2878600200","20140508T000000",533000,3,1,1670,4080,"1",0,0,3,7,1170,500,1967,0,"98115",47.6899,-122.321,1560,4080 +"7298040310","20140523T000000",556000,5,2.5,3840,16905,"2",0,0,3,11,3840,0,1991,0,"98023",47.2996,-122.342,3270,12133 +"0766000240","20140915T000000",225000,4,2,2220,14120,"1",0,0,3,7,1200,1020,1966,0,"98042",47.361,-122.116,1300,9709 +"3459700340","20141030T000000",537250,4,2.5,2590,9530,"1",0,0,4,8,1640,950,1978,0,"98155",47.7752,-122.285,2710,10970 +"2473251180","20141217T000000",255000,3,1,1180,13650,"1",0,0,4,7,1180,0,1967,0,"98058",47.4551,-122.154,1460,11730 +"2407900200","20150409T000000",530000,4,2.5,2950,4836,"2",0,0,3,7,2950,0,2006,0,"98059",47.479,-122.129,2120,4750 +"7558700030","20150413T000000",5.3e+006,6,6,7390,24829,"2",1,4,4,12,5000,2390,1991,0,"98040",47.5631,-122.21,4320,24619 +"0203600140","20150324T000000",595000,3,2.75,2150,31238,"2",0,0,3,9,2150,0,1996,0,"98014",47.6596,-121.96,2650,38307 +"4037800140","20140814T000000",548000,4,2,2100,8880,"1",0,0,4,7,2100,0,1958,0,"98008",47.6115,-122.124,1280,9102 +"1683600240","20150320T000000",234975,3,1.75,1650,8073,"1",0,0,3,7,1100,550,1980,0,"98092",47.3187,-122.182,1280,8073 +"1962200036","20140819T000000",600000,3,1.75,1620,1325,"2.5",0,0,3,9,1430,190,2005,0,"98102",47.6498,-122.321,1750,1572 +"1775800510","20150324T000000",432000,4,1,1750,12528,"1",0,0,4,7,1750,0,1967,0,"98072",47.743,-122.097,1550,14120 +"1822350070","20150202T000000",455000,3,1.5,1380,6657,"2",0,0,3,7,1380,0,1986,0,"98034",47.7085,-122.217,1420,8187 +"7772400160","20141024T000000",279950,3,1.75,1510,11234,"1",0,0,3,7,1210,300,1965,0,"98155",47.7571,-122.328,2080,9076 +"0273900030","20141020T000000",267500,3,1.5,1600,9072,"1",0,0,4,7,1600,0,1963,0,"98030",47.3737,-122.216,1710,8000 +"3323069084","20140909T000000",620000,4,2.5,1840,220308,"2",0,0,3,8,1840,0,2000,0,"98038",47.4306,-122.049,1890,65340 +"4337000160","20150127T000000",110000,2,1,830,7590,"1",0,0,2,6,830,0,1943,0,"98166",47.4784,-122.335,980,7590 +"9126100550","20140513T000000",625000,3,3.5,1810,1846,"2",0,0,4,8,1440,370,2009,0,"98122",47.607,-122.305,1480,3600 +"5101405274","20140529T000000",389000,2,1,910,7000,"1",0,0,3,7,910,0,1952,0,"98115",47.6999,-122.305,1260,7528 +"4232400860","20140630T000000",1.2e+006,4,2,2120,3360,"2",0,0,3,9,2120,0,1905,0,"98112",47.6227,-122.31,2090,3600 +"2723069082","20150424T000000",788500,4,2.25,2510,133729,"2",0,0,4,8,2510,0,1977,0,"98027",47.4569,-122.02,2510,69696 +"7436500270","20140725T000000",567000,5,2.25,2100,6936,"1",0,0,3,8,1600,500,1974,0,"98033",47.6737,-122.169,2100,8661 +"5153200030","20150113T000000",515000,2,2.25,2690,15000,"1",0,2,3,8,1870,820,1987,0,"98023",47.3361,-122.353,2690,15000 +"4022900125","20140902T000000",605000,4,2.5,2430,11870,"1",0,0,5,8,1590,840,1968,0,"98155",47.7761,-122.285,2430,9600 +"7841300505","20141027T000000",430000,4,3.75,2452,4800,"2",0,0,3,7,2452,0,1936,1994,"98055",47.4744,-122.213,1180,4800 +"0573000685","20140717T000000",805000,2,1.75,1550,6000,"1",0,1,3,7,1550,0,1920,0,"98199",47.6712,-122.409,2360,6000 +"8961990160","20150413T000000",567500,3,2.5,2080,4556,"2",0,0,3,8,2080,0,1999,0,"98074",47.6036,-122.014,1530,5606 +"1250202255","20140605T000000",647500,3,1.75,1290,3870,"1",0,0,5,7,1290,0,1916,0,"98144",47.5873,-122.29,2020,5850 +"7234600796","20141126T000000",495000,2,1.75,1850,2530,"2.5",0,0,4,7,1850,0,1903,0,"98122",47.6106,-122.31,1500,1795 +"3630180340","20141104T000000",825000,4,2.5,3370,5000,"2",0,0,3,9,3370,0,2006,0,"98027",47.541,-121.998,3370,5237 +"5104450070","20150309T000000",435000,4,2.25,2730,7506,"2",0,0,4,8,2730,0,1987,0,"98058",47.4627,-122.152,2390,8015 +"9477100060","20140909T000000",445950,3,1.75,1300,7800,"1",0,0,5,7,1300,0,1968,0,"98034",47.7321,-122.195,1520,7344 +"4139440830","20140603T000000",960000,5,2.75,3040,10257,"2",0,0,3,10,3040,0,1993,0,"98006",47.5531,-122.119,2860,9327 +"6772200055","20140917T000000",780000,4,3,2440,3600,"1.5",0,0,5,8,1480,960,1929,0,"98103",47.6853,-122.331,1770,4000 +"8731982190","20140618T000000",274500,3,2.25,1720,9000,"1",0,0,4,8,1320,400,1969,0,"98023",47.3191,-122.383,1930,8000 +"6300000335","20150429T000000",729953,5,3,3230,5167,"1.5",0,0,4,8,2000,1230,1909,0,"98133",47.7053,-122.34,1509,1626 +"9301300751","20140728T000000",464950,3,1.5,1200,890,"2",0,0,3,8,1030,170,2008,0,"98109",47.6384,-122.342,1230,2120 +"9542100135","20141112T000000",620000,4,1.75,2350,18800,"1",0,2,3,8,2350,0,1959,0,"98005",47.5904,-122.177,3050,14640 +"8691410700","20150116T000000",735000,4,3.5,3100,5600,"2",0,0,3,9,3100,0,2005,0,"98075",47.5968,-121.978,3080,5600 +"0217500135","20150421T000000",450000,4,2.25,2040,9565,"1",0,0,3,8,1400,640,1959,0,"98133",47.7356,-122.335,1890,8580 +"3731800055","20140605T000000",450000,4,1,2000,4676,"1.5",0,0,3,7,1250,750,1916,1986,"98118",47.5529,-122.268,1140,4676 +"7234600786","20140511T000000",842500,4,2.5,2160,5298,"2.5",0,0,4,9,2160,0,1902,0,"98122",47.6106,-122.31,1720,2283 +"2423059104","20141008T000000",360000,3,2,1970,79714,"1",0,0,3,7,1070,900,1979,0,"98058",47.4674,-122.107,1890,36626 +"1823039205","20140624T000000",585000,3,2.5,2270,100545,"2",0,0,3,8,2270,0,1998,0,"98070",47.4815,-122.47,1277,100545 +"2423020260","20140814T000000",461000,3,2.25,1850,7923,"1",0,0,4,7,1150,700,1977,0,"98033",47.7011,-122.171,1780,7420 +"2695600070","20140818T000000",345000,2,1,1350,4494,"1",0,0,3,7,920,430,1949,0,"98126",47.5315,-122.38,1470,5225 +"6844703240","20140702T000000",1.075e+006,3,2.5,3280,10302,"1",0,0,3,10,1680,1600,1970,0,"98115",47.6948,-122.286,1550,6300 +"3904940070","20150227T000000",643000,4,2.5,2270,8391,"2",0,0,3,8,2270,0,1988,0,"98029",47.574,-122.013,2420,8391 +"1939130070","20140929T000000",690000,4,2.5,2820,8307,"2",0,0,3,9,2820,0,1990,0,"98074",47.6253,-122.027,2820,8307 +"5589300370","20150401T000000",282000,4,1,1200,11111,"1.5",0,0,3,7,1200,0,1949,0,"98155",47.7529,-122.306,1350,9113 +"3526039116","20141118T000000",549000,3,1.75,2000,6130,"1",0,0,4,8,1120,880,1951,0,"98117",47.6925,-122.388,2140,7150 +"6821600390","20150108T000000",815000,3,2,2310,6000,"2",0,1,4,9,1560,750,1926,0,"98199",47.648,-122.395,2000,6000 +"1925069082","20150511T000000",2.2e+006,5,4.25,4640,22703,"2",1,4,5,8,2860,1780,1952,0,"98052",47.6393,-122.097,3140,14200 +"8100400160","20150413T000000",700000,3,2.25,2330,11424,"2",0,0,4,8,2330,0,1984,0,"98052",47.6386,-122.11,2050,11448 +"5556300102","20140714T000000",933399,3,2.5,3940,10360,"2",0,0,3,9,3110,830,1992,0,"98052",47.6468,-122.116,2720,11941 +"7222000393","20140703T000000",290000,3,1,1440,11250,"1",0,0,3,7,1440,0,1967,0,"98055",47.4627,-122.213,2200,11250 +"9407001860","20140524T000000",372000,4,1.75,1960,9300,"1",0,0,5,7,1340,620,1979,0,"98045",47.4487,-121.772,1500,9752 +"9468200140","20140819T000000",450000,2,1.75,1250,2890,"1",0,0,4,7,790,460,1920,0,"98103",47.6795,-122.353,1500,3225 +"3295950240","20140905T000000",303700,3,2.5,1981,5700,"2",0,0,3,8,1981,0,2010,0,"98030",47.3668,-122.178,1981,5894 +"3905000340","20140724T000000",672000,4,2.5,2440,10049,"2",0,0,4,9,2440,0,1989,0,"98029",47.5744,-121.993,2820,8484 +"3374300070","20140623T000000",334000,4,1.5,1150,9360,"1.5",0,0,3,6,1150,0,1970,0,"98034",47.7197,-122.173,1480,8155 +"7812800310","20140625T000000",260000,2,1,1120,5650,"1",0,0,3,6,1120,0,1944,0,"98178",47.4979,-122.241,1270,6875 +"7015200685","20140731T000000",749950,3,1.75,1800,5700,"1",0,0,4,8,1000,800,1941,0,"98119",47.6491,-122.367,1680,5350 +"3521069051","20141223T000000",330000,4,2.25,2380,122038,"2",0,0,4,8,2380,0,1984,0,"98022",47.2624,-122.015,2030,48000 +"8032700140","20141028T000000",830000,5,3,2920,2808,"2",0,0,3,8,2140,780,1960,1992,"98103",47.654,-122.342,1620,1544 +"6117500320","20140708T000000",1.131e+006,3,2.25,2790,13791,"1",0,3,3,8,2790,0,2006,0,"98166",47.4389,-122.351,2720,12600 +"7305300045","20140707T000000",320000,3,1,1560,7552,"1",0,0,4,6,910,650,1948,0,"98155",47.7552,-122.327,1200,8152 +"0922069139","20150414T000000",260000,2,1,1550,15250,"1.5",0,0,5,7,1550,0,1920,0,"98038",47.407,-122.045,1520,34929 +"0084000335","20140626T000000",225000,3,2,1700,11475,"1",0,0,5,6,970,730,1945,0,"98146",47.4851,-122.338,1560,11475 +"9232400055","20140917T000000",279200,1,1,640,6350,"1",0,0,3,5,640,0,1939,0,"98117",47.6976,-122.359,1270,6350 +"1453600202","20140520T000000",520000,4,3.5,2680,10000,"2",0,0,3,8,2040,640,1942,2014,"98125",47.726,-122.296,1530,8000 +"3904910520","20140625T000000",505000,3,2.5,1860,8060,"2",0,0,4,8,1860,0,1987,0,"98029",47.5674,-122.017,1850,4661 +"5469300270","20140506T000000",234000,3,1.75,1490,8366,"1",0,0,4,7,1010,480,1975,0,"98042",47.375,-122.14,1490,7469 +"8681660060","20140929T000000",503000,4,2.5,2470,5044,"2",0,0,3,9,2470,0,2005,0,"98155",47.7728,-122.271,2790,5583 +"3902300350","20140806T000000",606000,4,2.25,2390,8858,"1",0,0,4,8,1740,650,1979,0,"98033",47.6925,-122.184,2240,8858 +"6392003490","20140723T000000",433500,3,1,1230,6000,"1",0,0,4,7,780,450,1937,0,"98115",47.6839,-122.281,1570,5000 +"3342700465","20150123T000000",250000,3,1.5,2840,10182,"1",0,0,3,8,1510,1330,1951,0,"98056",47.524,-122.2,2210,9669 +"2592210160","20140805T000000",719000,3,2.5,2120,9307,"2",0,0,4,9,2120,0,1984,0,"98006",47.5477,-122.141,2290,11524 +"0616000160","20141210T000000",381000,3,2,1770,14400,"1",0,0,4,8,1770,0,1959,0,"98166",47.415,-122.337,1900,14400 +"1687000270","20140528T000000",267000,3,2.5,2495,4400,"2",0,0,3,8,2495,0,2007,0,"98001",47.288,-122.283,2434,4400 +"4102000075","20140522T000000",275000,1,0.75,1170,14149,"1",0,0,5,7,880,290,1962,0,"98022",47.2653,-121.91,1130,24513 +"8078460550","20140513T000000",651000,4,2.5,2740,7140,"2",0,0,3,8,2740,0,1993,0,"98074",47.6334,-122.021,2260,7035 +"2710600070","20150204T000000",439000,2,1,1050,5671,"1",0,0,3,7,850,200,1949,0,"98115",47.6767,-122.286,1850,5243 +"0037000435","20150214T000000",325000,2,1,1130,5070,"1",0,0,4,7,1130,0,1955,0,"98146",47.5141,-122.377,860,6300 +"5100401414","20140502T000000",490000,2,1,880,6380,"1",0,0,3,7,880,0,1938,1994,"98115",47.6924,-122.322,1340,6380 +"5631500254","20141007T000000",519900,4,2.5,2403,6172,"2",0,0,3,9,2403,0,1999,0,"98028",47.7361,-122.234,2380,6075 +"8567300140","20140723T000000",545000,4,2.75,3410,35040,"2",0,0,3,9,3410,0,1984,0,"98038",47.4054,-122.03,2580,37263 +"0098000060","20140714T000000",1.0625e+006,4,4,5320,20041,"2",0,0,3,11,5320,0,2003,0,"98075",47.5852,-121.966,4640,17268 +"2205500400","20140514T000000",542000,4,1.75,1900,8250,"1",0,0,4,7,950,950,1955,0,"98006",47.5765,-122.147,1480,8360 +"1726069084","20141208T000000",465000,4,1.75,1810,21650,"2",0,0,4,7,1810,0,1961,0,"98077",47.7358,-122.076,2700,29680 +"8682291840","20150331T000000",408000,2,2,1200,3900,"1",0,0,3,8,1200,0,2006,0,"98053",47.72,-122.024,1440,5580 +"5003600240","20141204T000000",292000,4,2.5,2060,5950,"2",0,0,3,8,2060,0,2000,0,"98030",47.3631,-122.192,2242,6406 +"5636000400","20140507T000000",253000,3,1.75,1250,10122,"1",0,0,3,7,1250,0,1994,0,"98010",47.3277,-122.001,1980,10175 +"3298700125","20140905T000000",280000,2,1,910,4662,"1",0,0,5,6,910,0,1942,0,"98106",47.5232,-122.354,890,6050 +"7880000060","20140604T000000",658588,3,2.25,2560,41346,"2",0,0,3,10,2560,0,1986,0,"98027",47.4871,-122.065,3040,35395 +"7811200310","20141216T000000",635000,4,2.25,1920,8910,"1",0,0,4,8,1200,720,1969,0,"98005",47.5897,-122.156,2250,8800 +"5255690160","20141009T000000",439000,4,2.25,2240,8300,"2",0,0,3,8,2240,0,1978,0,"98011",47.7746,-122.197,2340,8500 +"0869700320","20140806T000000",300000,3,2.5,1260,3855,"2",0,0,3,8,1260,0,1999,0,"98059",47.4908,-122.154,1310,3344 +"6052401631","20150205T000000",345000,3,1.5,1360,13496,"1",0,0,4,8,1360,0,1960,0,"98198",47.4032,-122.314,1900,10538 +"5089700260","20140812T000000",283500,4,2.25,2100,8050,"2",0,0,3,8,2100,0,1978,0,"98055",47.4391,-122.193,2190,7700 +"9473200105","20140924T000000",425000,2,1,2110,4920,"1.5",0,0,3,7,1460,650,1911,0,"98103",47.6872,-122.339,1390,4732 +"6678900140","20150319T000000",685000,3,1.75,2210,8955,"1",0,1,3,8,1560,650,1974,0,"98033",47.6621,-122.189,2210,8976 +"9552700550","20150421T000000",750000,3,2.5,2360,12987,"2",0,0,3,8,2360,0,1983,0,"98006",47.5471,-122.149,2480,11665 +"2171400218","20150416T000000",245000,4,1.5,1280,8000,"1",0,0,3,6,1280,0,1960,0,"98178",47.4949,-122.255,1420,8211 +"9122001231","20150403T000000",585444,6,3.75,2740,6924,"1",0,2,3,7,1640,1100,1962,0,"98144",47.5816,-122.296,1940,6000 +"6639900012","20140917T000000",706000,4,2.5,2740,7571,"2",0,0,3,9,2740,0,2009,0,"98033",47.6962,-122.179,2880,7203 +"8151601090","20140801T000000",445000,4,2,2630,9099,"1.5",0,0,3,7,1830,800,1944,2009,"98146",47.5067,-122.361,1430,6825 +"6664900260","20150219T000000",241000,3,2,1650,6000,"1",0,0,3,7,1650,0,1990,0,"98023",47.2904,-122.353,1870,6000 +"7663700030","20150503T000000",1.175e+006,2,2.5,1770,7155,"2",1,4,3,8,1770,0,1957,2004,"98155",47.7345,-122.285,2410,10476 +"0952000055","20150206T000000",530000,3,1,1500,5750,"1.5",0,0,4,7,1050,450,1927,0,"98126",47.5677,-122.376,1500,5060 +"4292300024","20150302T000000",350000,3,1.5,1430,12199,"1",0,0,3,7,1130,300,1948,0,"98133",47.7352,-122.33,1490,8196 +"8073000550","20150415T000000",1.7e+006,4,3.75,3190,17186,"2",1,4,3,10,3190,0,1999,0,"98178",47.5115,-122.246,2290,13496 +"9238450160","20150428T000000",389000,3,1,1280,9630,"1",0,0,3,7,1280,0,1968,0,"98072",47.7677,-122.163,1300,9453 +"6127600036","20141105T000000",799000,4,2.75,2390,6820,"2",0,0,4,7,2140,250,1945,0,"98115",47.6788,-122.27,1980,6820 +"1370801331","20140804T000000",1.4e+006,4,2.5,4040,9630,"1",0,3,4,9,2020,2020,1951,0,"98199",47.6408,-122.41,3160,8025 +"3500100226","20141229T000000",340895,2,1,920,8612,"1",0,0,5,7,920,0,1947,0,"98155",47.734,-122.301,1500,7956 +"0319500570","20140505T000000",780000,4,2.5,2730,10281,"2",0,2,3,9,2730,0,1996,0,"98074",47.6227,-122.029,2750,7220 +"3751604974","20141204T000000",350000,2,1.5,1320,73600,"1",0,0,3,7,1320,0,1993,0,"98001",47.2755,-122.271,1320,33600 +"7852030320","20150217T000000",470000,3,2.5,2620,4874,"2",0,0,3,7,2620,0,1999,0,"98065",47.5328,-121.879,2360,4231 +"2481630070","20150128T000000",914600,4,3,3180,80837,"2",0,0,3,11,3180,0,1985,0,"98072",47.7336,-122.134,3180,38715 +"4299000030","20140923T000000",354000,4,2.5,2900,4762,"2",0,0,3,8,2900,0,2005,0,"98042",47.3663,-122.129,2900,5173 +"3886902590","20150226T000000",470000,5,2,1900,6000,"1.5",0,0,4,6,1900,0,1920,0,"98033",47.6831,-122.186,2110,8400 +"9178601000","20140730T000000",715000,3,2,1760,5400,"1",0,0,5,7,1160,600,1927,0,"98103",47.6558,-122.331,1640,5400 +"2861100030","20141007T000000",265000,2,1,760,4000,"1",0,0,4,6,760,0,1950,0,"98108",47.5466,-122.304,1640,4500 +"9471200370","20150330T000000",2.537e+006,4,3,3710,20000,"2",0,2,5,10,2760,950,1936,0,"98105",47.6696,-122.261,3970,20000 +"0625049286","20140815T000000",640000,3,1,1530,4944,"1",0,0,3,7,1530,0,1950,0,"98103",47.6857,-122.341,1500,4944 +"0133000135","20141120T000000",290000,4,1.75,1990,18900,"2",0,0,4,7,1870,120,1929,0,"98168",47.5131,-122.313,1710,12400 +"7214700830","20140513T000000",480000,5,4.75,3830,35000,"1",0,0,3,8,2130,1700,1976,0,"98077",47.7597,-122.079,2750,36150 +"4473400045","20140826T000000",535000,3,2,2040,5600,"1",0,1,5,7,1120,920,1954,0,"98144",47.5959,-122.293,2120,4958 +"9413600350","20140829T000000",907000,3,1.75,2170,12220,"1",0,0,5,8,2170,0,1965,0,"98033",47.6537,-122.195,1980,9000 +"1138010520","20140601T000000",459000,3,1.75,1620,7330,"1",0,0,4,7,1090,530,1974,0,"98034",47.7148,-122.213,1380,7191 +"7431500341","20150424T000000",1.355e+006,3,2.5,3600,21399,"1",0,3,3,9,2310,1290,1950,2007,"98008",47.6191,-122.099,2830,17559 +"8830400135","20150305T000000",264950,3,1.5,1470,11599,"1",0,0,3,7,1070,400,1967,0,"98030",47.3632,-122.188,1580,9760 +"5694000710","20141107T000000",352950,3,1,1760,3000,"1.5",0,0,1,6,1760,0,1900,0,"98103",47.6598,-122.348,1320,1266 +"1951820070","20140822T000000",491500,3,2.25,2230,13100,"1",0,0,4,8,1510,720,1974,0,"98006",47.5413,-122.174,2010,10650 +"6137500320","20140625T000000",1.229e+006,4,3.5,3770,37034,"2",0,0,3,10,2830,940,1989,0,"98007",47.6463,-122.151,3200,36342 +"6703100070","20150406T000000",369500,3,1,1200,9194,"1",0,0,4,7,1200,0,1952,0,"98155",47.7362,-122.319,1330,8650 +"0339350070","20150318T000000",566000,3,2.5,2090,6294,"2",0,0,3,9,2090,0,2004,0,"98052",47.686,-122.095,2520,5735 +"7399300860","20140825T000000",290000,3,2.25,1500,7308,"1",0,0,4,7,1210,290,1968,0,"98055",47.4621,-122.187,1480,7400 +"8907500070","20150413T000000",5.35e+006,5,5,8000,23985,"2",0,4,3,12,6720,1280,2009,0,"98004",47.6232,-122.22,4600,21750 +"8651430560","20140522T000000",180000,3,1,870,5330,"1",0,0,3,6,870,0,1969,2014,"98042",47.369,-122.077,840,5200 +"2228900270","20140812T000000",215000,2,1,1010,6000,"1",0,0,4,6,1010,0,1944,0,"98133",47.771,-122.353,1610,7313 +"2228900270","20150212T000000",302000,2,1,1010,6000,"1",0,0,4,6,1010,0,1944,0,"98133",47.771,-122.353,1610,7313 +"6880200030","20150410T000000",352500,3,1.75,1860,7881,"1",0,0,3,7,1160,700,1986,0,"98198",47.3855,-122.322,1490,7527 +"7227501170","20140626T000000",235867,4,2,1330,5926,"1",0,0,4,5,1330,0,1942,0,"98056",47.496,-122.19,1150,5485 +"7504460200","20140717T000000",500000,3,2.25,1760,11946,"2",0,0,3,8,1760,0,1978,0,"98074",47.624,-122.05,2080,12068 +"1559900200","20150326T000000",382000,3,2.25,1800,4500,"2",0,0,3,7,1800,0,1995,0,"98019",47.7462,-121.98,1760,6589 +"0546000400","20150422T000000",515000,5,2.5,1690,2402,"1.5",0,0,3,7,990,700,1930,0,"98117",47.6903,-122.38,1200,4005 +"1596600060","20150501T000000",250000,1,1,660,2600,"1",0,0,3,6,660,0,1919,0,"98144",47.5723,-122.304,1560,5445 +"6021501920","20140627T000000",672500,3,2.25,2400,5300,"1.5",0,0,4,7,1250,1150,1939,0,"98117",47.6876,-122.384,1540,4800 +"3275860270","20141022T000000",755000,3,2.25,3020,13031,"2",0,0,3,9,3020,0,1989,0,"98052",47.6897,-122.098,2480,10204 +"5457300703","20150320T000000",707500,3,1,1500,2555,"2",0,2,3,7,1500,0,1910,0,"98109",47.627,-122.353,1820,2555 +"2919700885","20140826T000000",459000,4,2,1560,3840,"1",0,0,4,6,960,600,1924,0,"98117",47.6882,-122.365,1560,4800 +"1951500030","20150204T000000",140000,3,1,1090,10620,"1.5",0,0,3,7,1090,0,1959,0,"98032",47.3748,-122.294,1380,10620 +"9550200310","20140811T000000",495000,2,1,970,4284,"1",0,0,3,7,970,0,1905,0,"98103",47.6667,-122.333,2050,4284 +"3630120700","20140513T000000",757000,3,3.25,3190,5283,"2",0,0,3,9,3190,0,2007,0,"98029",47.5534,-122.002,2950,5198 +"3630120700","20150107T000000",765000,3,3.25,3190,5283,"2",0,0,3,9,3190,0,2007,0,"98029",47.5534,-122.002,2950,5198 +"6370000070","20140919T000000",359000,4,1.5,1890,6052,"1",0,0,4,7,1890,0,1955,0,"98125",47.7055,-122.3,1510,6072 +"7935000125","20140605T000000",440000,3,1,1050,7500,"1",0,0,3,6,1050,0,1900,0,"98136",47.5473,-122.396,1380,7500 +"3034200058","20140529T000000",400000,4,1.5,1390,7200,"1",0,0,3,7,1140,250,1965,0,"98133",47.7224,-122.332,1630,7702 +"2856102336","20150325T000000",652000,3,2,1700,4080,"1",0,0,4,7,850,850,1941,0,"98117",47.6785,-122.393,1480,5100 +"2523039239","20140530T000000",260000,3,1.75,1050,5850,"1",0,0,3,7,1050,0,1980,0,"98166",47.4574,-122.358,1220,8880 +"5452800310","20150420T000000",1.328e+006,5,3,3340,10796,"1",0,2,3,9,2120,1220,1964,1990,"98040",47.5421,-122.229,3290,12955 +"2724069070","20150220T000000",519500,4,2,1540,17859,"1",0,0,3,6,1540,0,1964,0,"98027",47.5326,-122.032,1390,9688 +"6690500320","20141027T000000",650000,3,1,1710,5992,"1.5",0,0,4,7,1560,150,1928,0,"98103",47.6861,-122.354,1240,3001 +"2413301070","20150324T000000",280000,4,2.25,2100,8075,"2",0,0,3,8,2100,0,1978,0,"98003",47.3251,-122.329,2100,7464 +"1562100030","20140910T000000",515000,4,1.75,1730,7980,"1",0,0,4,8,1730,0,1965,0,"98007",47.6219,-122.138,2080,8400 +"7941140070","20150318T000000",400000,3,2.25,1500,2692,"2",0,0,3,7,1500,0,1986,0,"98034",47.7159,-122.203,1470,2418 +"1703050520","20150414T000000",652100,3,2.5,2380,5017,"2",0,0,3,9,2380,0,2003,0,"98074",47.6297,-122.021,2670,6066 +"2412600030","20140623T000000",235000,6,3,2180,7956,"2",0,0,3,7,2180,0,1980,0,"98003",47.3054,-122.305,2214,7684 +"5266300140","20150408T000000",701000,4,1.5,1840,10080,"2",0,0,3,8,1840,0,1907,0,"98118",47.5575,-122.279,1830,5040 +"0011520030","20140624T000000",640000,4,2.5,2341,9594,"2",0,0,3,9,2341,0,1997,0,"98052",47.6993,-122.115,2850,9421 +"7202290140","20140728T000000",455800,3,2.5,1690,4584,"2",0,0,3,7,1690,0,2002,0,"98053",47.6866,-122.043,1600,3164 +"8161010060","20141218T000000",504750,3,2.5,2490,21937,"2",0,0,3,8,2490,0,1993,0,"98014",47.6442,-121.898,2450,21937 +"8562900710","20140711T000000",483000,3,3,2440,15540,"2",0,0,3,9,2440,0,1992,0,"98074",47.6104,-122.06,2440,15283 +"8888000055","20141230T000000",530000,3,0.75,920,20412,"1",1,2,5,6,920,0,1950,0,"98070",47.4781,-122.49,1162,54705 +"3395800295","20140711T000000",250000,2,1,1030,8786,"1",0,0,3,6,1030,0,1956,0,"98146",47.4814,-122.341,1480,8121 +"5557320030","20140924T000000",229950,5,2.75,2000,5885,"1",0,0,3,7,1260,740,1994,0,"98023",47.3155,-122.347,1960,6514 +"2909300640","20140723T000000",884744,4,3.5,4210,9414,"2",0,0,3,9,4210,0,2001,0,"98074",47.6067,-122.022,3950,8880 +"5202500030","20150401T000000",514000,3,1.5,1610,9964,"1",0,0,3,7,1080,530,1977,0,"98052",47.6681,-122.143,1610,9964 +"5561300640","20150506T000000",532000,3,2.25,1910,35015,"1",0,0,4,8,1430,480,1977,0,"98027",47.4672,-122.006,2340,36680 +"3449900030","20140911T000000",423000,4,2.5,2660,5539,"2",0,0,3,8,2660,0,2004,0,"98059",47.4981,-122.162,2380,5539 +"0952003435","20140826T000000",420000,2,1,820,4025,"1",0,2,5,6,820,0,1922,0,"98126",47.5649,-122.38,1410,5750 +"6204200340","20141110T000000",521000,3,1.75,1730,18250,"1",0,0,3,8,1730,0,1988,0,"98011",47.737,-122.201,2180,10027 +"1737100830","20150205T000000",577000,4,2.25,2360,7490,"2",0,0,3,8,2360,0,1979,0,"98033",47.6988,-122.169,2360,7490 +"2207200520","20140929T000000",425000,3,1,970,8040,"1",0,0,3,7,970,0,1956,0,"98007",47.603,-122.132,1250,7000 +"3818400060","20141031T000000",495000,4,2.5,2460,4862,"2",0,0,3,8,2460,0,2004,0,"98028",47.7719,-122.235,2900,4895 +"9264960560","20141001T000000",340000,3,2.5,2690,8577,"2",0,0,3,9,2690,0,1987,0,"98023",47.3026,-122.351,2570,8066 +"6362900172","20140923T000000",499950,3,3.5,1820,1991,"2",0,0,3,8,1430,390,2014,0,"98144",47.596,-122.298,1550,1460 +"9272200810","20150316T000000",1.218e+006,4,3,3470,4750,"2",0,2,3,9,2370,1100,2014,0,"98116",47.5917,-122.386,2420,4761 +"3629160060","20150227T000000",720000,4,2.75,3370,7634,"1",0,2,5,8,2110,1260,1977,0,"98056",47.5259,-122.204,2460,7634 +"4324200060","20150312T000000",249000,3,1.5,1700,8247,"1",0,0,3,7,1010,690,1970,0,"98031",47.4216,-122.174,1440,8400 +"3830620710","20140613T000000",206135,3,1,1340,11070,"1",0,0,4,7,1340,0,1978,0,"98030",47.3527,-122.178,1650,7630 +"3276900030","20141006T000000",300000,5,2.75,2000,9276,"2",0,0,4,7,2000,0,1968,0,"98055",47.444,-122.19,1240,8270 +"4058800830","20150318T000000",612000,6,3,3840,14040,"1.5",0,3,3,8,2460,1380,1949,0,"98178",47.506,-122.241,2170,6765 +"6202600070","20141106T000000",1.10203e+006,5,2.5,3890,27311,"2",0,2,3,10,3890,0,1950,1990,"98177",47.7291,-122.363,3160,22641 +"8581200030","20150224T000000",230000,4,2,1220,9100,"1.5",0,0,4,7,1220,0,1970,0,"98023",47.2964,-122.376,1160,7700 +"2771601940","20150504T000000",850000,3,1,2280,4600,"1",0,2,3,8,1250,1030,1936,0,"98119",47.6378,-122.372,1910,4000 +"2214800270","20140925T000000",355000,4,2.5,2770,7000,"1",0,0,4,7,1940,830,1979,0,"98001",47.3396,-122.256,2140,7684 +"7312000240","20140623T000000",442000,4,2.5,2520,7253,"2",0,0,3,9,2520,0,1990,0,"98059",47.5148,-122.159,2570,8359 +"8562890560","20140626T000000",399000,4,3,3060,5000,"2",0,0,3,8,3060,0,2001,0,"98042",47.3786,-122.126,3060,5668 +"4136930310","20141106T000000",360000,4,2.5,2390,7115,"2",0,0,3,9,2390,0,1999,0,"98092",47.2593,-122.222,2600,7916 +"1328330350","20150213T000000",390000,3,1.75,1320,7725,"1",0,0,3,8,1320,0,1978,0,"98058",47.4425,-122.133,2020,7210 +"5255690060","20150318T000000",413000,5,2.5,2900,8711,"1",0,0,3,8,1650,1250,1977,0,"98011",47.7752,-122.197,2340,8869 +"0402000260","20150211T000000",190000,2,1,700,9500,"1",0,0,3,6,700,0,1951,0,"98118",47.5294,-122.276,1020,5617 +"7787110060","20141013T000000",432900,3,2.5,2210,9226,"2",0,0,3,8,2210,0,1998,0,"98045",47.4849,-121.782,2430,8902 +"8651580310","20140528T000000",621138,3,2.25,2180,7741,"2",0,0,3,9,2180,0,1986,0,"98074",47.6482,-122.072,2300,8581 +"3705000060","20140604T000000",270000,3,2.25,2080,4252,"1.5",0,0,3,7,1550,530,2003,0,"98042",47.4203,-122.157,2080,2275 +"7525410060","20150109T000000",610000,4,2.25,2090,35040,"1",0,0,3,8,1490,600,1980,0,"98075",47.5739,-122.032,2910,21132 +"3295700060","20140602T000000",500000,3,2,1720,5525,"1",0,2,5,7,960,760,1941,0,"98108",47.559,-122.298,1760,5525 +"8121500060","20140807T000000",715000,4,2.25,2460,40635,"1",0,0,5,8,2460,0,1968,0,"98053",47.6627,-122.032,2250,40635 +"3728800320","20140529T000000",264000,3,1.5,1470,14821,"1",0,0,4,7,1470,0,1958,0,"98042",47.3658,-122.148,1760,15370 +"6003501535","20140828T000000",550000,3,1.75,1650,3200,"1.5",0,0,3,8,1650,0,1901,0,"98102",47.6209,-122.317,1500,2400 +"2621750340","20141015T000000",337000,3,2,1690,9087,"1",0,0,3,8,1690,0,1997,0,"98042",47.3724,-122.108,2090,8100 +"3445000274","20150513T000000",170000,3,1,970,8710,"1",0,0,4,6,970,0,1962,0,"98198",47.4167,-122.302,1280,11805 +"3288200030","20140829T000000",405000,4,2.5,2030,9095,"1",0,0,4,7,1130,900,1972,0,"98034",47.7321,-122.185,1940,8000 +"4188000640","20140911T000000",775000,4,2.5,2540,28563,"1",0,0,3,10,2540,0,1984,0,"98052",47.7185,-122.114,2790,20301 +"2558730070","20140825T000000",425000,3,2.25,1570,7475,"1",0,0,4,7,1200,370,1983,0,"98034",47.7223,-122.174,1700,7230 +"7923500060","20140922T000000",713000,5,2.75,2580,9242,"2",0,2,4,8,1720,860,1967,0,"98007",47.5943,-122.133,2240,9316 +"8016300030","20141103T000000",555000,5,2.5,2090,8712,"1",0,0,3,8,1420,670,1966,0,"98008",47.5968,-122.127,2490,8712 +"3629920830","20150506T000000",810000,4,2.5,3260,5608,"2",0,0,3,9,3260,0,2003,0,"98029",47.5453,-121.995,3010,5608 +"4054510270","20140827T000000",1.25e+006,4,3.75,3830,41263,"2",0,0,4,11,3830,0,1990,0,"98077",47.7237,-122.042,5600,56568 +"2864600105","20140624T000000",819000,3,3.5,2130,6150,"2",0,2,5,8,1530,600,1908,0,"98199",47.6491,-122.405,2040,5381 +"8165500830","20150327T000000",409900,3,2.5,1690,1200,"2",0,0,3,8,1410,280,2013,0,"98106",47.5389,-122.367,1690,1760 +"4395600060","20140630T000000",935000,2,2.5,1780,2067,"2",0,0,5,9,1780,0,1974,0,"98004",47.6132,-122.21,2320,2067 +"4444800045","20150420T000000",657500,4,1.75,1620,7560,"1",0,3,4,7,1380,240,1947,0,"98117",47.6981,-122.4,2170,8650 +"1115300270","20150428T000000",900000,6,3.75,4210,6105,"2",0,0,3,9,3280,930,2008,0,"98059",47.5211,-122.157,3820,6368 +"5363200200","20150402T000000",932800,5,3.25,2980,7095,"2.5",0,0,3,9,2980,0,1998,2007,"98115",47.6919,-122.294,1670,7140 +"6067900640","20150420T000000",391000,3,2,1490,9000,"1",0,0,4,8,1490,0,1977,0,"98006",47.5455,-122.184,2190,9000 +"4279200060","20141230T000000",420000,4,2.5,2110,9825,"2",0,0,3,8,2110,0,2000,0,"98059",47.4979,-122.153,1650,9900 +"3425059222","20141124T000000",1.3e+006,6,3.5,6563,32670,"2",0,0,3,10,5153,1410,2002,0,"98005",47.6078,-122.157,2610,22651 +"5253300397","20150409T000000",415000,3,1.5,1510,16800,"1",0,0,5,8,1510,0,1956,0,"98133",47.751,-122.338,1560,7276 +"1769600204","20150225T000000",350000,3,1.75,1830,9425,"1",0,0,3,8,1590,240,1946,0,"98146",47.5038,-122.379,1670,8430 +"1176001195","20140621T000000",375000,2,1,1230,1820,"2",0,0,4,7,830,400,1948,0,"98107",47.6684,-122.401,1660,3056 +"1239400570","20141117T000000",860000,3,1.75,2180,14135,"1",0,2,5,8,1300,880,1947,0,"98033",47.673,-122.187,3540,10318 +"6071600270","20140603T000000",495000,4,2.25,2220,8872,"1",0,0,4,8,1110,1110,1961,0,"98006",47.5491,-122.17,2220,9106 +"1311100520","20150414T000000",250000,4,2.25,1730,8400,"1",0,0,3,7,1730,0,1962,0,"98001",47.3386,-122.288,1550,7920 +"1402200070","20141013T000000",365000,4,2.25,1990,21312,"1",0,0,4,8,1990,0,1968,0,"98058",47.439,-122.144,2400,19210 +"1419700270","20140507T000000",503000,3,2.75,1540,6760,"1",0,0,5,7,1210,330,1980,0,"98034",47.7163,-122.212,1540,7416 +"5126900310","20150325T000000",150000,2,1,1100,7200,"1",0,0,4,6,1100,0,1944,0,"98058",47.4752,-122.172,1390,7200 +"8816400885","20141008T000000",450000,4,1.75,1640,1480,"1",0,0,4,7,820,820,1912,0,"98105",47.6684,-122.314,1420,2342 +"5412100550","20141208T000000",355000,4,3,2590,7213,"2",0,0,3,8,2590,0,2001,0,"98001",47.2609,-122.289,2550,6800 +"7203000465","20141018T000000",245000,3,2,1450,9333,"2",0,0,4,7,1450,0,1972,0,"98003",47.346,-122.315,1910,7701 +"1862900160","20140703T000000",265900,3,2,1180,7793,"1",0,0,4,7,1180,0,1992,0,"98031",47.4053,-122.181,1720,7793 +"0984220240","20141125T000000",299000,4,2.5,1820,7575,"1",0,0,3,7,1220,600,1975,0,"98058",47.4339,-122.167,1840,7650 +"4458800060","20150409T000000",957500,4,2.25,2360,11523,"2",0,0,4,10,2360,0,1968,0,"98040",47.5318,-122.224,2850,11362 +"1138000160","20140908T000000",343000,3,1,1120,7250,"1",0,0,4,7,1120,0,1972,0,"98034",47.7143,-122.211,1340,7302 +"9406520550","20141027T000000",307500,3,2.25,1646,7364,"2",0,0,3,7,1646,0,1994,0,"98038",47.3646,-122.037,1975,9161 +"7852160070","20150105T000000",937500,5,3.75,4210,14599,"2",0,3,3,10,4210,0,2004,0,"98065",47.5364,-121.858,3950,13591 +"7214700160","20140509T000000",610000,3,3,2480,45302,"1",0,0,4,8,1620,860,1976,0,"98077",47.7591,-122.073,1260,14100 +"2483700160","20140917T000000",720000,3,1.5,1590,7080,"1",0,2,3,8,1310,280,1952,0,"98136",47.5244,-122.386,2080,7200 +"1972201820","20141016T000000",610000,4,2,2130,2620,"1.5",0,0,5,7,1650,480,1919,0,"98103",47.6515,-122.346,1330,2719 +"9477000060","20150331T000000",434500,3,1.75,1650,7965,"1",0,0,4,7,1650,0,1967,0,"98034",47.7335,-122.193,1560,7350 +"7932000041","20150512T000000",602500,2,2.5,3090,47044,"1",0,0,4,10,2250,840,1979,0,"98058",47.4291,-122.177,1860,62829 +"1231000520","20141118T000000",607010,4,2.5,2180,4000,"2",0,0,3,8,1700,480,2002,0,"98118",47.5553,-122.269,2180,4000 +"7522500070","20150204T000000",610000,3,1,1800,5750,"1",0,0,3,7,1040,760,1947,0,"98117",47.686,-122.395,1320,5625 +"4215250310","20140919T000000",828500,4,2.5,3720,35000,"2",0,0,3,10,3720,0,1983,0,"98072",47.7582,-122.13,3720,35000 +"5560000070","20140707T000000",199990,3,1,1100,8560,"1",0,0,3,6,1100,0,1961,0,"98023",47.329,-122.338,1120,8470 +"1545804460","20150401T000000",294000,3,1.75,1530,9362,"1",0,0,3,7,1530,0,1987,0,"98038",47.3643,-122.049,1480,8125 +"9510970310","20140612T000000",789500,4,2.5,3010,6100,"2",0,0,3,9,3010,0,2005,0,"98052",47.6647,-122.08,2890,5176 +"0098030160","20150212T000000",797000,3,3.5,3500,9473,"2",0,0,3,10,3500,0,2008,0,"98075",47.5807,-121.972,3510,7833 +"7853300070","20140818T000000",539950,5,3,3100,5250,"2",0,0,3,7,3100,0,2006,0,"98065",47.5369,-121.888,2460,5250 +"0934300140","20150323T000000",284950,4,1.5,2000,6778,"1",0,0,4,7,1170,830,1962,0,"98198",47.3708,-122.311,1940,7531 +"1245001820","20150429T000000",776500,4,1.5,2290,10372,"1",0,0,3,7,1510,780,1965,1987,"98033",47.6888,-122.199,1900,8109 +"1974200060","20150424T000000",525000,4,2.5,2400,10070,"1",0,0,3,7,1510,890,1967,0,"98034",47.7104,-122.24,2030,9964 +"7300410060","20150425T000000",303000,3,2.5,1850,4957,"2",0,0,3,8,1850,0,1999,0,"98092",47.3311,-122.17,2400,6367 +"1939110310","20150310T000000",722080,3,3.25,3680,7650,"2",0,0,3,9,2340,1340,1988,0,"98074",47.6272,-122.033,2280,8515 +"7888000390","20140627T000000",140000,3,1,1060,7473,"1",0,0,3,7,1060,0,1959,0,"98198",47.3699,-122.309,1320,7912 +"7888000390","20150401T000000",235000,3,1,1060,7473,"1",0,0,3,7,1060,0,1959,0,"98198",47.3699,-122.309,1320,7912 +"1529300435","20141120T000000",440000,3,1,1610,5500,"1.5",0,0,3,7,1610,0,1903,1973,"98103",47.698,-122.351,1200,5701 +"2960900045","20140718T000000",605000,3,1.75,2330,6000,"1.5",0,0,4,7,1630,700,1940,0,"98126",47.5765,-122.378,1600,4000 +"3959400135","20140602T000000",380000,2,1,1210,4800,"1",0,0,3,8,1060,150,1950,0,"98108",47.5625,-122.316,1380,4800 +"7972600765","20140625T000000",352000,4,1,1530,8890,"1",0,0,3,7,980,550,1925,0,"98106",47.5308,-122.35,1100,5203 +"7214810550","20150413T000000",420000,4,2.25,2270,12000,"1",0,0,4,7,1360,910,1979,0,"98072",47.7559,-122.148,2500,10120 +"3271801090","20150430T000000",1.175e+006,4,2,2590,7220,"2",0,2,4,10,2590,0,1930,0,"98199",47.647,-122.41,2530,6380 +"8964800370","20141022T000000",1.375e+006,3,1.5,1850,10572,"1",0,0,4,8,1850,0,1953,0,"98004",47.6194,-122.208,3030,12752 +"8019200030","20140926T000000",300000,3,1.5,1500,14750,"1.5",0,0,4,6,1500,0,1933,0,"98168",47.495,-122.318,1270,15100 +"2954400400","20141112T000000",1.15e+006,4,3.25,4740,49091,"2",0,0,3,11,4740,0,1990,0,"98053",47.6624,-122.071,4800,42387 +"3013301525","20141013T000000",453500,2,1.5,1710,4189,"1",0,1,5,7,1160,550,1951,0,"98136",47.5286,-122.383,1530,5608 +"3303100075","20141014T000000",443500,3,2,1920,7598,"1",0,0,4,8,1920,0,1972,0,"98177",47.7735,-122.363,2220,7598 +"2004100075","20150326T000000",332000,2,1,1150,8138,"1",0,0,3,7,1150,0,1954,0,"98155",47.737,-122.325,1300,8139 +"4221270340","20150327T000000",655000,3,2.5,2320,4721,"2",0,0,3,8,2320,0,2004,0,"98075",47.591,-122.017,2250,4356 +"7177300575","20140903T000000",475000,4,1,1420,6000,"1.5",0,0,3,7,1420,0,1950,0,"98115",47.6844,-122.302,1420,6180 +"1471630350","20141024T000000",372500,3,1.75,1550,12956,"1",0,0,3,7,1210,340,1988,0,"98045",47.4711,-121.752,1630,15360 +"1250203335","20140527T000000",1.05e+006,4,2.5,2920,7200,"1",0,3,3,8,1470,1450,1921,2006,"98144",47.5947,-122.288,3210,6825 +"8815400105","20140603T000000",500000,3,1.75,1620,4200,"1",0,0,5,7,830,790,1945,0,"98115",47.6743,-122.285,1580,5000 +"5315100737","20140528T000000",900000,6,2.75,2300,24773,"1.5",0,0,4,9,2300,0,1950,1985,"98040",47.5833,-122.242,2720,11740 +"3333002440","20140604T000000",327500,3,1,1070,7140,"1",0,0,3,7,1070,0,1989,0,"98118",47.5427,-122.288,1390,2374 +"2130702205","20150406T000000",390000,3,1.75,1790,7123,"1",0,0,3,7,1790,0,1913,1995,"98019",47.7429,-121.981,1660,8128 +"2159900060","20150113T000000",451101,2,1.5,1510,1962,"2",0,0,4,8,1510,0,1985,0,"98007",47.6214,-122.153,1510,2182 +"0194000575","20141014T000000",455000,4,1,1340,5800,"1.5",0,2,3,7,1340,0,1914,0,"98116",47.5658,-122.389,1900,5800 +"1531000140","20140701T000000",650000,4,2.5,3350,46748,"2",0,0,3,10,3350,0,2004,0,"98010",47.3432,-122.025,3350,39683 +"2125049139","20140806T000000",895000,3,2.5,2500,7746,"2",0,0,4,10,1910,590,1993,0,"98112",47.6393,-122.311,2480,5099 +"3623500135","20150326T000000",800000,4,2.25,2350,10664,"1",0,1,2,7,1510,840,1952,0,"98040",47.5743,-122.238,2350,10140 +"7805460310","20141113T000000",703770,4,2.25,2550,12918,"2",0,0,3,9,2550,0,1987,0,"98006",47.5623,-122.109,2550,11036 +"3021059244","20140814T000000",249950,3,1.75,1320,10454,"1",0,0,4,7,1320,0,1968,0,"98002",47.2844,-122.216,1680,10183 +"0925049360","20150428T000000",512000,2,2,1270,3881,"1",0,0,4,6,610,660,1926,0,"98105",47.6694,-122.298,1370,5000 +"3286800260","20150506T000000",780000,5,2.5,3480,74052,"1",0,0,4,8,1980,1500,1972,0,"98027",47.4961,-122.063,2610,65775 +"4137010240","20140716T000000",336000,3,2.25,2820,11625,"2",0,0,3,8,2820,0,1986,0,"98092",47.2621,-122.218,2290,8488 +"9368700341","20140822T000000",285000,3,2,2110,6900,"1.5",0,0,5,6,1220,890,1955,0,"98178",47.504,-122.26,1350,7683 +"3832310350","20141021T000000",229900,3,1.75,1100,7224,"1",0,0,3,7,1100,0,1981,0,"98032",47.3717,-122.277,1700,8447 +"0324000350","20150415T000000",667500,4,3,1920,4000,"1.5",0,0,4,8,1540,380,1931,0,"98116",47.5718,-122.385,1660,4000 +"9407101840","20140620T000000",378000,4,2.5,1890,12236,"1",0,0,3,7,1230,660,1978,0,"98045",47.4491,-121.78,1390,11360 +"1422300140","20140905T000000",454000,3,2.5,2530,43733,"2",0,0,3,8,1530,1000,1991,0,"98045",47.46,-121.708,1730,43548 +"6127011000","20140508T000000",537500,4,2.5,2550,4630,"2",0,0,3,7,2550,0,2005,0,"98075",47.5928,-122.004,2550,5151 +"2624049117","20140903T000000",425000,3,1,1550,4160,"1.5",0,0,4,6,1550,0,1926,0,"98118",47.5387,-122.265,1590,5000 +"3295750550","20141124T000000",290000,3,2,1760,6600,"1",0,0,3,7,1760,0,1998,0,"98030",47.3836,-122.184,2590,6600 +"7960100260","20140701T000000",349500,3,2,1270,3600,"1",0,0,3,7,1270,0,1963,0,"98122",47.6099,-122.297,1660,3600 +"7625700012","20141202T000000",370000,3,2.75,1250,1655,"2",0,0,3,7,830,420,2006,0,"98136",47.5554,-122.382,1520,3001 +"5418200295","20150309T000000",549500,3,1.75,1620,8438,"1",0,0,4,8,1620,0,1961,0,"98125",47.703,-122.281,2040,9450 +"7454000295","20150130T000000",245000,2,1,710,6322,"1",0,0,3,6,710,0,1942,0,"98126",47.5165,-122.376,740,6720 +"8100000060","20140729T000000",208000,3,1.75,1070,7200,"1",0,0,3,7,1070,0,1994,0,"98010",47.3134,-122.023,1480,7200 +"1310500550","20141220T000000",248000,4,2.25,2320,8760,"1",0,0,4,8,1160,1160,1966,0,"98032",47.3627,-122.285,1970,8690 +"9485950310","20141003T000000",610000,4,3.25,5450,37058,"1.5",0,0,5,9,5450,0,1984,0,"98042",47.351,-122.087,2800,35716 +"4213910030","20150401T000000",550000,4,2.5,1670,5116,"2",0,0,3,8,1670,0,1999,0,"98155",47.7667,-122.33,1910,7210 +"1223089083","20141028T000000",750000,3,2.75,3010,206910,"2",0,2,3,10,3010,0,2001,0,"98045",47.4881,-121.721,1580,120675 +"2143700861","20141030T000000",192000,2,1.75,1340,7380,"1",0,0,3,6,1340,0,1940,0,"98055",47.4785,-122.229,1980,9600 +"5016003230","20150218T000000",169317,2,1,790,4000,"1",0,2,3,7,790,0,1908,0,"98112",47.6248,-122.301,1700,4200 +"1338801019","20140701T000000",1.198e+006,4,3.5,3400,3850,"2.5",0,0,3,10,2790,610,2008,0,"98112",47.6258,-122.302,2030,4000 +"3592500565","20141029T000000",880000,2,1,1530,6350,"1.5",0,0,4,7,1530,0,1923,0,"98112",47.6325,-122.303,2640,6350 +"6414600070","20140617T000000",210000,1,1,930,7129,"1",0,0,3,6,930,0,1948,0,"98133",47.7234,-122.333,1300,8075 +"8645500160","20150107T000000",180500,3,1.5,1540,9800,"1",0,0,3,7,1010,530,1973,0,"98058",47.4676,-122.184,1600,8250 +"8651520240","20140728T000000",540000,4,2,1990,29078,"2",0,0,3,9,1990,0,1984,0,"98074",47.6471,-122.057,2310,28353 +"9408300310","20140624T000000",520000,3,1.75,2300,35722,"1",0,0,3,9,2300,0,1984,0,"98072",47.7455,-122.112,2600,34798 +"4202400135","20140626T000000",177500,3,1.5,1220,6000,"1",0,0,3,7,1220,0,1968,0,"98055",47.4904,-122.222,1660,6000 +"7129300935","20141105T000000",415000,3,1.75,2380,5650,"1",0,2,4,8,1190,1190,1956,0,"98118",47.5119,-122.255,2350,6554 +"8143000310","20140909T000000",495000,4,2.5,2020,7200,"1",0,0,5,7,1010,1010,1968,0,"98034",47.7289,-122.201,1620,7275 +"6082400152","20150304T000000",325000,3,2.25,1890,9646,"1",0,0,3,8,1890,0,1966,0,"98168",47.4838,-122.299,1580,9488 +"6838000520","20150220T000000",440000,2,1.75,1330,4903,"1",0,0,3,7,1330,0,1985,0,"98052",47.6819,-122.161,1470,2735 +"4023500118","20140723T000000",411000,3,1.75,1490,9844,"1",0,0,4,7,1190,300,1959,0,"98155",47.7626,-122.297,1840,10150 +"8952900204","20141029T000000",810000,5,3.5,3550,9600,"2",0,0,3,9,2550,1000,1998,0,"98118",47.5484,-122.269,2030,9600 +"7922800320","20141016T000000",561750,5,1.75,2040,8996,"1",0,2,4,7,1020,1020,1962,0,"98008",47.588,-122.118,1950,8270 +"9542000030","20140722T000000",835100,4,2.5,2380,12573,"1",0,0,4,9,2380,0,1963,0,"98005",47.5984,-122.176,2900,10700 +"3787000140","20140901T000000",450000,3,2.25,1780,9969,"1",0,0,3,8,1450,330,1985,0,"98034",47.7286,-122.168,1950,7974 +"0646910030","20141104T000000",238000,3,2.5,1650,2807,"2",0,0,3,7,1650,0,2004,0,"98055",47.4328,-122.196,1460,1875 +"5515600075","20141205T000000",299000,3,1,1510,142803,"1",0,0,3,7,1510,0,1974,0,"98001",47.3192,-122.287,1330,46609 +"1377300135","20141017T000000",570000,2,1,1100,6240,"1",0,0,4,7,1100,0,1941,0,"98199",47.6446,-122.403,1250,6240 +"5469501940","20140604T000000",340000,3,1.75,2190,12626,"2",0,0,4,8,2190,0,1978,0,"98042",47.3845,-122.154,3110,14592 +"9276200890","20150429T000000",450000,2,1.75,1760,2275,"1.5",0,0,3,6,1040,720,1912,0,"98116",47.5803,-122.393,1380,3750 +"6385910260","20140910T000000",272750,4,1.5,1800,8786,"1",0,0,3,7,1330,470,1966,0,"98146",47.4982,-122.345,1780,8664 +"5101402482","20140724T000000",520000,4,2,2000,6380,"2",0,0,4,6,1860,140,1949,0,"98115",47.6956,-122.303,1600,6380 +"9353300140","20140618T000000",284950,3,1,990,10723,"1",0,0,5,7,990,0,1960,0,"98059",47.4887,-122.133,1460,10723 +"5379801600","20150424T000000",255000,2,1.5,1480,9660,"1",0,0,3,7,1480,0,1949,0,"98188",47.4577,-122.289,1990,9660 +"6082400260","20141112T000000",231500,2,1,1200,9488,"1",0,0,5,7,1200,0,1941,0,"98168",47.4832,-122.299,1200,9488 +"2025079033","20141210T000000",415000,1,2,3000,204732,"2.5",0,2,3,8,3000,0,1979,0,"98014",47.6331,-121.945,2330,213008 +"6181430800","20150105T000000",330000,4,2.5,3504,6000,"2",0,0,3,7,3504,0,2006,0,"98001",47.3012,-122.285,2790,5231 +"3649100473","20140528T000000",365000,3,1.5,1300,12240,"1",0,0,3,7,1300,0,1963,0,"98028",47.737,-122.243,2040,9326 +"2011400791","20141007T000000",425000,4,2,1330,9188,"1.5",0,0,3,7,1330,0,1928,2004,"98198",47.401,-122.319,1770,10419 +"7549802030","20141104T000000",400000,4,1.75,1850,6480,"1",0,0,4,7,1120,730,1958,0,"98108",47.5525,-122.313,1610,5040 +"1898200030","20140922T000000",335000,4,2.5,2240,9701,"2",0,0,3,9,2240,0,1989,0,"98023",47.3086,-122.392,2240,9410 +"0567000672","20140930T000000",342000,3,3,1260,1251,"2",0,0,3,7,1040,220,2003,0,"98144",47.5943,-122.296,1780,7715 +"9126101740","20141204T000000",490000,8,5,2800,2580,"2",0,0,3,8,1880,920,1997,0,"98122",47.6086,-122.303,1800,2580 +"5127001600","20141106T000000",331500,4,1.75,1820,14319,"1",0,0,4,7,1820,0,1969,0,"98059",47.4757,-122.148,1440,10018 +"1925069121","20150330T000000",960000,3,2.5,1730,4102,"3",1,4,3,8,1730,0,1996,0,"98074",47.645,-122.084,2340,16994 +"7511210310","20140709T000000",720500,4,2.5,3350,35298,"2",0,0,4,9,3350,0,1985,0,"98053",47.6506,-122.036,2620,35604 +"0065000260","20140820T000000",830000,3,2.5,3370,6550,"2",0,2,4,8,2840,530,1912,2001,"98126",47.5442,-122.38,1500,6550 +"6372000060","20140523T000000",662990,3,1.75,1240,3600,"1.5",0,0,5,7,1240,0,1926,0,"98116",47.5797,-122.405,1660,3600 +"2005300140","20150330T000000",220000,4,2,2340,10507,"1.5",0,0,4,6,2340,0,1959,0,"98030",47.3578,-122.178,990,10507 +"5649600435","20150108T000000",349950,5,2,1880,4179,"1",0,0,3,7,940,940,1952,2000,"98118",47.5536,-122.283,1350,5150 +"2249500059","20150107T000000",550000,3,2,1810,2159,"1",0,0,3,7,1010,800,1922,0,"98109",47.6273,-122.345,1810,2159 +"1773100510","20140915T000000",396000,3,1.75,2340,5668,"1",0,0,4,6,1200,1140,1941,0,"98106",47.5588,-122.364,860,4800 +"9521100960","20150116T000000",635000,4,1.5,2820,4000,"2",0,0,3,7,2820,0,1911,0,"98103",47.6638,-122.348,1470,1627 +"1785500132","20141118T000000",293000,3,1,1020,7650,"1",0,0,3,7,1020,0,1940,0,"98133",47.7198,-122.352,1440,7650 +"8645530060","20140711T000000",339000,3,2.25,2090,10120,"1",0,0,4,7,1290,800,1979,0,"98058",47.4654,-122.174,1820,7983 +"7697920060","20140630T000000",285000,4,2.25,1830,8734,"2",0,0,4,7,1830,0,1991,0,"98030",47.3679,-122.179,1870,7212 +"9550202010","20140710T000000",775000,6,2.75,2980,5000,"1.5",0,0,3,7,2480,500,1916,0,"98103",47.6684,-122.331,1470,5000 +"1821059264","20140626T000000",224000,4,1.5,1600,9289,"1",0,0,4,7,1600,0,1959,0,"98002",47.3107,-122.212,1540,9918 +"5700003985","20141029T000000",2.25e+006,4,3.5,4440,8125,"2",0,3,5,10,3140,1300,1922,0,"98144",47.5744,-122.283,3990,8505 +"2320069248","20140701T000000",165050,3,1,1200,8514,"1",0,0,3,7,1200,0,1959,0,"98022",47.2043,-122.008,1210,8985 +"2658000335","20141027T000000",275000,3,1.25,1230,4500,"1.5",0,0,4,7,1230,0,1913,0,"98118",47.5301,-122.271,1310,5000 +"1702901557","20140911T000000",445000,5,3,2930,5500,"1",0,0,3,7,1750,1180,1951,0,"98118",47.5572,-122.281,1400,5500 +"1774220350","20150401T000000",510000,3,2.25,2370,38639,"1",0,0,3,8,1930,440,1978,0,"98077",47.771,-122.099,2900,37452 +"7355700171","20140610T000000",1.23e+006,4,2.5,3040,7000,"2",0,0,3,9,3040,0,2001,0,"98040",47.5934,-122.244,2320,17511 +"3971701922","20141029T000000",390000,3,1.5,1610,13500,"1",0,0,3,7,1060,550,1970,0,"98155",47.7674,-122.31,1540,11479 +"3583300135","20140513T000000",460000,3,2.25,2350,10450,"1",0,0,3,8,1390,960,1977,0,"98028",47.7433,-122.259,2250,10450 +"9542000075","20150327T000000",700000,3,1.75,2000,14733,"1",0,0,4,8,2000,0,1958,0,"98005",47.6001,-122.178,2620,14733 +"4055700955","20140622T000000",874150,4,3.5,3530,14406,"2",0,1,3,10,2570,960,1987,0,"98034",47.7073,-122.244,3170,15181 +"4022902505","20140731T000000",470000,3,2.25,2220,9800,"2",0,0,3,8,2220,0,1987,0,"98155",47.7635,-122.286,2420,10232 +"8680100030","20140521T000000",374000,3,1.75,2000,9416,"1",0,0,4,6,2000,0,1961,0,"98033",47.697,-122.175,1440,9555 +"2923039017","20140717T000000",510000,2,1.75,1210,131115,"1.5",0,0,5,7,1210,0,1950,0,"98070",47.4599,-122.45,2020,185565 +"2767604247","20140711T000000",467000,2,2.5,1140,1181,"3",0,0,3,8,1140,0,2007,0,"98107",47.6713,-122.383,1220,1189 +"5631500505","20140616T000000",576000,4,2.5,2440,28405,"2",0,0,3,8,2440,0,2002,0,"98028",47.7386,-122.238,2480,11429 +"3356406510","20140530T000000",196440,3,2,1560,7352,"1",0,0,3,6,1560,0,1992,0,"98001",47.2804,-122.251,1120,7950 +"7701990700","20141231T000000",825000,4,2.5,3210,18901,"2",0,0,3,10,3210,0,1993,0,"98077",47.709,-122.073,3330,18901 +"8835200800","20150408T000000",281000,2,1,930,2600,"1",0,0,3,7,930,0,1981,0,"98034",47.7242,-122.161,1370,3488 +"8902500118","20140812T000000",326000,3,2.5,1782,1577,"3",0,0,3,7,1782,0,2000,0,"98125",47.7114,-122.301,1550,1744 +"2822079012","20150410T000000",340000,3,1.75,1740,46580,"1",0,0,4,7,1740,0,1980,0,"98010",47.3583,-121.927,1576,54685 +"9485950060","20141208T000000",440000,5,1.75,3690,36036,"1",0,0,3,9,1890,1800,1985,0,"98042",47.3473,-122.085,2680,44131 +"0424069264","20140522T000000",749000,4,2.5,2930,18199,"2",0,0,3,9,2930,0,1998,0,"98075",47.5937,-122.047,2930,33976 +"3581000340","20150227T000000",340000,4,1,1230,8316,"1.5",0,0,3,7,1230,0,1963,0,"98034",47.7269,-122.24,1490,8316 +"7625704005","20140506T000000",561000,3,2,2000,7000,"2",0,0,3,7,2000,0,1916,1986,"98136",47.5452,-122.393,1840,7000 +"1545803240","20141031T000000",270000,3,2.25,1520,7930,"1",0,0,3,7,1160,360,1988,0,"98038",47.3605,-122.049,1530,7930 +"8080400045","20140620T000000",600000,2,1,1040,3600,"1",0,0,4,7,1040,0,1919,1980,"98112",47.619,-122.311,2250,4800 +"8651402920","20140505T000000",219900,4,1.5,1120,5427,"1",0,0,3,6,1120,0,1969,2014,"98042",47.3628,-122.087,1150,5304 +"3121069036","20141208T000000",617000,3,1.75,3020,360241,"2",0,0,3,8,3020,0,1992,0,"98092",47.2662,-122.088,1890,209959 +"2540800390","20140904T000000",469000,3,2.25,1820,8446,"2",0,0,3,8,1820,0,1978,0,"98034",47.7208,-122.236,1850,8437 +"7978800621","20140811T000000",229000,3,1,1370,56628,"1",0,0,3,7,1370,0,1942,0,"98003",47.3058,-122.306,1768,8702 +"1336300445","20150422T000000",1.265e+006,4,3,3130,2646,"2.5",0,0,5,9,2290,840,1906,0,"98102",47.6272,-122.316,2920,4500 +"6159400060","20140805T000000",365000,3,1.5,1640,8301,"1",0,0,3,7,1290,350,1958,0,"98155",47.7443,-122.327,1640,8955 +"9510930350","20141212T000000",429000,4,2.5,2650,9301,"2",0,0,3,9,2650,0,2001,0,"98001",47.3477,-122.271,2730,8688 +"5535600520","20141208T000000",550000,4,2.5,2850,6809,"2",0,0,3,9,2850,0,2003,0,"98019",47.7353,-121.973,2820,7500 +"7634800070","20150116T000000",453000,3,2.5,1820,16300,"1",0,0,4,7,1220,600,1955,0,"98166",47.4582,-122.365,1870,16300 +"8581200350","20140617T000000",187500,3,1.5,1180,7000,"1",0,0,4,7,1180,0,1977,0,"98023",47.2966,-122.374,1180,7370 +"6190701146","20150415T000000",520500,6,2.5,1880,14350,"1",0,0,5,7,1640,240,1955,0,"98133",47.7556,-122.352,1510,9840 +"0522059299","20150204T000000",300000,3,1.75,1280,12776,"1",0,0,4,7,1280,0,1977,0,"98031",47.4212,-122.199,1680,11704 +"1513800036","20140516T000000",799000,4,3.25,3120,5000,"2",0,0,3,9,2370,750,2005,0,"98115",47.69,-122.299,2520,6000 +"6699930550","20150203T000000",338000,3,2.5,2470,4948,"2",0,0,3,8,2470,0,2003,0,"98038",47.3438,-122.039,2500,4993 +"9839300875","20140514T000000",800000,3,1,1700,4400,"1.5",0,0,4,8,1700,0,1906,0,"98122",47.612,-122.292,1610,4180 +"2493200435","20140825T000000",360000,2,2,1180,3200,"1",0,1,4,6,590,590,1945,0,"98136",47.5275,-122.383,1350,4000 +"0226039282","20140728T000000",442500,6,2.5,2800,10490,"1",0,0,3,7,1400,1400,1968,0,"98177",47.7735,-122.378,2290,8716 +"1020069017","20150327T000000",700000,4,1,1300,1651359,"1",0,3,4,6,1300,0,1920,0,"98022",47.2313,-122.023,2560,425581 +"5450900140","20140508T000000",830000,5,3,3040,9601,"1",0,0,5,9,1970,1070,1968,0,"98040",47.5562,-122.22,3180,12390 +"8093800200","20141118T000000",360400,3,2.5,1630,11592,"2",0,0,3,8,1630,0,1987,0,"98011",47.7574,-122.228,1700,8850 +"3205000310","20141121T000000",345000,3,1,1340,9339,"1",0,0,5,7,1340,0,1960,0,"98056",47.5407,-122.177,1310,9350 +"7230000350","20140909T000000",300000,3,1.75,1830,51836,"1",0,0,4,7,1430,400,1966,0,"98059",47.4774,-122.098,1320,51400 +"1066600045","20140904T000000",350000,3,1,1240,10800,"1",0,0,5,7,1240,0,1959,0,"98056",47.5233,-122.185,1810,10800 +"2822069078","20141008T000000",368000,4,2,2500,36900,"1",0,0,3,7,1540,960,1972,0,"98038",47.3708,-122.049,1960,36900 +"8731900340","20140623T000000",264000,3,1.75,1760,7482,"1",0,0,4,8,1760,0,1966,0,"98023",47.3129,-122.369,2000,7500 +"5088500310","20150312T000000",435000,3,2,2660,16677,"1",0,0,3,9,2210,450,1990,0,"98038",47.3689,-122.055,2660,11355 +"1823059205","20140604T000000",200000,3,1.5,2060,15837,"1.5",0,0,3,6,2060,0,1903,0,"98055",47.4819,-122.223,2190,8549 +"0225039082","20140514T000000",620000,5,2.5,2540,3832,"2",0,0,5,8,1760,780,1929,0,"98117",47.6848,-122.398,2000,5289 +"5021900140","20141120T000000",1.679e+006,5,4.25,4830,11466,"2",0,0,3,10,3720,1110,2014,0,"98040",47.5774,-122.222,2180,11017 +"7883603750","20141209T000000",337000,3,1.75,1400,6000,"1",0,0,4,7,700,700,1919,0,"98108",47.5283,-122.321,1030,6000 +"8081500060","20141001T000000",1.928e+006,4,3.25,4280,20296,"2",0,0,4,11,4280,0,1984,0,"98004",47.6377,-122.212,3420,16351 +"8099900260","20140528T000000",544500,4,2.5,2230,10414,"1",0,0,5,7,1450,780,1974,0,"98075",47.5816,-122,1960,10240 +"0913000340","20150102T000000",252000,1,1,680,1638,"1",0,4,1,6,680,0,1910,1992,"98116",47.5832,-122.399,1010,3621 +"2115200160","20140605T000000",445000,4,2.5,2340,3784,"2",0,0,3,8,2340,0,2008,0,"98106",47.535,-122.348,1730,4000 +"5095600310","20140725T000000",379500,3,2.25,2070,14196,"2",0,0,3,7,2070,0,1989,0,"98059",47.4617,-122.07,1550,13860 +"5402100045","20150311T000000",189950,4,2,1910,4225,"1",0,0,4,6,910,1000,1919,0,"98001",47.3084,-122.234,1060,4800 +"2258500049","20140602T000000",469000,3,1,950,4250,"1.5",0,0,5,6,950,0,1948,0,"98122",47.609,-122.307,2130,5120 +"0626100023","20140611T000000",600000,5,2.75,2910,53898,"1",0,0,5,7,1510,1400,1979,0,"98077",47.7201,-122.062,3210,216928 +"4309720160","20141107T000000",785000,3,2.5,2930,33981,"2",0,2,3,9,2930,0,2000,0,"98059",47.5151,-122.12,3720,35230 +"1843100070","20150210T000000",372000,4,2.75,2610,8967,"2",0,0,4,8,2610,0,1990,0,"98042",47.3747,-122.124,2390,7852 +"4307350520","20150225T000000",445000,5,3,3880,7180,"2",0,0,3,7,3880,0,2004,0,"98056",47.4797,-122.179,2160,4793 +"5561401260","20141014T000000",508000,4,2.25,3320,53392,"2",0,0,4,8,2000,1320,1986,0,"98027",47.4724,-122.014,3230,43129 +"2883200966","20150318T000000",780000,5,1.5,1940,4800,"2",0,0,3,8,1940,0,1905,0,"98103",47.6845,-122.332,1750,4800 +"7214800240","20150316T000000",541100,4,2.25,2510,9800,"2",0,0,3,9,2510,0,1978,0,"98072",47.753,-122.145,2440,11000 +"3629920860","20150105T000000",729000,4,2.5,2660,5608,"2",0,0,3,9,2660,0,2003,0,"98029",47.5449,-121.995,3010,5608 +"1320069179","20141104T000000",397000,3,2,1710,134489,"1",0,2,5,7,1710,0,1952,0,"98022",47.2207,-121.984,1700,63823 +"9424400200","20140515T000000",451555,2,1,1320,4520,"1",0,1,3,6,1320,0,1912,1971,"98116",47.5655,-122.394,1420,4560 +"3500100189","20140630T000000",300000,2,1,960,8153,"1",0,0,3,6,960,0,1947,0,"98155",47.7341,-122.3,1160,8199 +"2787720140","20150407T000000",416000,3,2.5,1790,11542,"1",0,0,5,7,1190,600,1969,0,"98059",47.5124,-122.16,1790,9131 +"3856904740","20141021T000000",490000,2,1,950,3060,"1",0,0,3,6,810,140,1925,0,"98105",47.6698,-122.323,1510,3780 +"0254000445","20150129T000000",480000,6,3.75,2940,5054,"2",0,0,3,7,2940,0,1942,2003,"98146",47.5122,-122.385,1530,5320 +"6821101837","20150203T000000",368000,2,2,930,1662,"1",0,0,3,7,670,260,2002,0,"98199",47.6518,-122.4,1780,2343 +"5608000700","20140918T000000",1.038e+006,3,2.5,4570,10615,"2",0,0,3,12,4570,0,1991,0,"98027",47.5533,-122.097,3860,11576 +"7784400060","20150120T000000",545000,3,2.5,2370,9000,"1",0,3,4,8,1570,800,1952,0,"98146",47.4922,-122.365,2120,9500 +"3295610350","20150323T000000",850000,5,2.75,3430,15119,"2",0,0,3,10,3430,0,1998,0,"98075",47.5678,-122.032,3430,12045 +"3260570260","20141204T000000",550000,4,3.5,3540,4750,"2",0,0,3,10,3540,0,2003,0,"98055",47.473,-122.193,3310,5655 +"1592000260","20150217T000000",600000,3,2.25,2240,9314,"2",0,0,3,9,2240,0,1984,0,"98074",47.6216,-122.032,2240,9314 +"8670000060","20140827T000000",535000,4,2.5,2710,12138,"1",0,0,3,8,1700,1010,1968,0,"98155",47.7657,-122.29,2390,10052 +"8113600004","20140520T000000",599950,3,2.5,2660,4975,"2",0,0,3,8,2660,0,2014,0,"98118",47.5487,-122.272,1840,6653 +"0235000075","20140718T000000",531000,5,2.75,2540,5022,"1",0,0,4,8,1540,1000,1955,0,"98108",47.5593,-122.3,2510,5182 +"1951700700","20140605T000000",530000,4,2.25,2210,7665,"2",0,0,4,8,2210,0,1968,0,"98006",47.5424,-122.168,1960,7903 +"1832100030","20140625T000000",597326,4,4,3570,8250,"2",0,0,3,10,2860,710,2015,0,"98040",47.5784,-122.226,2230,10000 +"8565000030","20150429T000000",805000,4,2.5,3450,33460,"2",0,0,3,9,3450,0,1997,0,"98077",47.7673,-122.1,2820,35250 +"2473350710","20141027T000000",390000,4,1.75,2330,8364,"1",0,0,4,8,2330,0,1968,0,"98058",47.4568,-122.146,2180,9630 +"9521101221","20140519T000000",487250,4,2,1690,3250,"1.5",0,0,3,7,1550,140,1901,0,"98103",47.6637,-122.346,1620,3250 +"6152900273","20140909T000000",301000,3,1.5,1030,8414,"1",0,0,4,7,1030,0,1967,0,"98155",47.7654,-122.297,1750,8414 +"2721600125","20150205T000000",1.175e+006,5,2.75,2560,5618,"1.5",0,2,3,8,2220,340,1923,0,"98109",47.6416,-122.355,2740,4000 +"1180002378","20140926T000000",299000,4,2.5,1950,3000,"2",0,0,3,7,1950,0,2002,0,"98178",47.4977,-122.226,1170,6000 +"0625059051","20140903T000000",2.35e+006,4,2.25,4370,22863,"2.5",0,3,4,10,3670,700,1907,1994,"98033",47.6878,-122.215,2980,22863 +"2113700060","20141014T000000",400000,4,2.5,2350,3904,"2.5",0,0,3,7,2350,0,1999,0,"98106",47.5305,-122.351,1120,4000 +"7016100570","20141201T000000",467500,4,2.5,3160,7210,"1",0,0,4,7,1880,1280,1969,0,"98034",47.7368,-122.183,2070,7560 +"2944500710","20150220T000000",305000,4,2.5,2430,9103,"2",0,0,3,8,2430,0,1990,0,"98023",47.2939,-122.368,2260,8090 +"1549500370","20140505T000000",210000,3,1,1340,306848,"1",0,0,3,5,1340,0,1953,0,"98019",47.7534,-121.912,1800,128066 +"7211340030","20150428T000000",300000,3,1,1010,10168,"1",0,0,3,6,1010,0,1979,0,"98014",47.6453,-121.912,1180,10318 +"2473480520","20140908T000000",327500,3,2.25,1770,8755,"1",0,0,3,8,1330,440,1981,0,"98058",47.4464,-122.123,1910,8710 +"1722059326","20140805T000000",269000,3,2,1210,7136,"1",0,0,3,7,1210,0,2003,0,"98031",47.3996,-122.203,1210,5765 +"9414100030","20150331T000000",975000,4,3.25,3330,17533,"1",0,2,3,9,1750,1580,1969,0,"98033",47.652,-122.2,3340,12798 +"8911000030","20141210T000000",355000,3,1,1240,5400,"1",0,0,4,7,1060,180,1940,0,"98133",47.7115,-122.355,1429,5400 +"2264500890","20140508T000000",712000,3,1,1250,4620,"1.5",0,0,4,7,1150,100,1900,0,"98103",47.651,-122.341,1900,4400 +"2481630200","20140614T000000",883000,4,2.5,2960,41656,"2",0,0,3,10,2960,0,1985,0,"98072",47.7319,-122.132,3900,35104 +"7299500200","20140815T000000",190000,2,1,840,12252,"1",0,0,3,6,840,0,1994,0,"98010",47.3069,-122.013,1010,11876 +"8598900125","20150406T000000",443000,3,1.75,1530,8028,"1",0,0,3,7,1200,330,1967,0,"98177",47.7768,-122.361,1530,8028 +"7504010560","20140509T000000",920000,4,3,3750,11025,"2",0,0,3,10,3750,0,1976,0,"98074",47.6367,-122.059,2930,12835 +"8732130140","20141222T000000",285000,4,2.25,2150,8250,"1",0,0,4,7,1240,910,1978,0,"98023",47.3045,-122.378,2050,7875 +"2492200335","20150423T000000",901000,4,3.25,1560,4080,"1",0,0,3,7,1560,0,1916,0,"98126",47.5347,-122.38,1370,4080 +"2770606602","20150305T000000",552500,3,1.75,2040,5775,"1",0,0,3,7,1410,630,1958,0,"98199",47.6592,-122.393,1360,4400 +"7211400990","20150303T000000",256000,2,1,860,5000,"1",0,0,3,6,860,0,1915,1945,"98146",47.5133,-122.356,1220,5000 +"7148700160","20140512T000000",341000,3,1.5,1720,7119,"1.5",0,0,4,7,1720,0,1952,0,"98155",47.7535,-122.314,1590,7616 +"0984220370","20150326T000000",279000,4,2.25,2090,8941,"2",0,0,3,7,2090,0,1975,0,"98058",47.4332,-122.167,1890,7946 +"2600000510","20140726T000000",686000,4,2.25,2130,10650,"2",0,0,4,8,2130,0,1977,0,"98006",47.5567,-122.159,3380,10050 +"7123400045","20140523T000000",225000,2,1,1300,11867,"1.5",0,0,4,6,1300,0,1975,0,"98010",47.3221,-121.903,820,11867 +"3751602329","20140627T000000",215500,2,1.75,1220,15600,"1",0,0,3,6,1220,0,1972,0,"98001",47.2853,-122.265,1510,17818 +"6819100310","20150414T000000",950000,4,3,2420,4800,"1.5",0,0,3,7,1520,900,1919,0,"98119",47.6453,-122.358,1090,3800 +"2925079012","20141105T000000",503000,4,2.5,2940,156988,"2",0,2,3,9,1870,1070,1996,0,"98014",47.6214,-121.946,2940,71002 +"7202430060","20150122T000000",780000,3,2.5,2610,7567,"2",0,0,3,9,2610,0,1997,0,"98052",47.6654,-122.137,2610,8458 +"0185000118","20150223T000000",212000,4,2,1880,7500,"1",0,0,5,6,980,900,1946,0,"98178",47.495,-122.266,1670,14350 +"1139000685","20140729T000000",580000,4,2.75,2330,6703,"1.5",0,0,3,7,1710,620,1983,0,"98177",47.7066,-122.359,2060,7500 +"5312100060","20141111T000000",465000,4,2.5,2200,3141,"2",0,0,3,7,2060,140,1994,0,"98144",47.5726,-122.305,1660,3175 +"3356404330","20141119T000000",206000,4,2,1720,7560,"1",0,0,3,7,1720,0,1959,0,"98001",47.2845,-122.25,1750,7988 +"7805460030","20150223T000000",615000,3,2.5,2250,10171,"2",0,0,3,9,2250,0,1987,0,"98006",47.5613,-122.11,2440,13390 +"1705400055","20140719T000000",519000,4,1,1640,6305,"1.5",0,0,5,6,1640,0,1907,0,"98118",47.5563,-122.28,1590,4816 +"3303980520","20150423T000000",1.135e+006,4,3.25,4130,11444,"2",0,0,3,11,4130,0,2001,0,"98059",47.5208,-122.15,3720,11431 +"2538410140","20140808T000000",330000,5,2.5,2600,3839,"2",0,0,3,7,2600,0,2005,0,"98058",47.4324,-122.145,2180,4800 +"3810000860","20150506T000000",240000,4,1.5,1920,7973,"1",0,0,3,8,1920,0,1955,0,"98178",47.4961,-122.235,2020,8840 +"8079100370","20141107T000000",574000,3,2,2060,7000,"1",0,0,4,9,2060,0,1988,0,"98029",47.5644,-122.012,2110,7000 +"2025770560","20141103T000000",930000,4,4.25,5710,24663,"2",0,0,3,11,5710,0,2007,0,"98092",47.3065,-122.158,4060,23847 +"0225069017","20140714T000000",850000,4,3,2720,183823,"2",0,0,3,8,2720,0,1975,2007,"98053",47.6749,-122.002,2140,173804 +"1138010510","20141212T000000",415000,3,1.5,1490,7275,"1",0,0,3,7,1090,400,1974,0,"98034",47.7148,-122.213,1420,7330 +"4358700135","20141118T000000",480000,3,2.5,2360,9005,"1",0,0,5,7,1340,1020,1929,0,"98133",47.7076,-122.337,1520,9005 +"4327100045","20140721T000000",300000,5,1,1940,8875,"1",0,0,3,7,1940,0,1957,0,"98188",47.4407,-122.275,1380,8875 +"6804600550","20140708T000000",439000,4,2.25,2570,9503,"2",0,0,3,8,2570,0,1980,0,"98011",47.764,-122.167,1950,9600 +"5634500251","20150327T000000",450000,3,1,1160,36831,"1",0,0,3,7,1160,0,1938,0,"98028",47.7507,-122.237,1800,15640 +"3125079062","20150426T000000",589000,3,2.5,2660,206480,"1",0,0,3,8,2660,0,1989,0,"98024",47.6042,-121.956,2660,206736 +"3629920140","20150407T000000",477000,3,2.25,1260,3000,"2",0,0,3,7,1260,0,2003,0,"98029",47.5459,-121.997,1630,3023 +"6844703410","20140924T000000",587500,4,2.25,1780,6120,"1",0,0,3,8,1310,470,1951,0,"98115",47.6955,-122.287,1780,6120 +"1337300070","20140924T000000",1.315e+006,4,2.25,3180,6105,"2",0,0,3,10,3180,0,1905,0,"98112",47.6255,-122.314,3180,6029 +"9290900160","20140911T000000",1.43e+006,4,2.5,3380,27589,"2",0,0,3,10,3380,0,1966,0,"98004",47.6292,-122.225,3390,20075 +"2251500270","20150413T000000",700000,4,2.25,2690,15000,"2",0,0,3,9,1890,800,1978,0,"98074",47.612,-122.064,2670,15030 +"0414100295","20140623T000000",275000,2,1,1180,6552,"1",0,0,4,6,1180,0,1949,0,"98133",47.7477,-122.342,1070,7200 +"1771110640","20140624T000000",367500,3,1,1660,11783,"1",0,0,4,7,1160,500,1978,0,"98077",47.7563,-122.075,1320,10541 +"0808300550","20150505T000000",453250,4,2.5,2260,6300,"2",0,0,3,7,2260,0,2001,0,"98019",47.7235,-121.958,2300,6300 +"4322500055","20150417T000000",607000,5,1.75,1910,5428,"1",0,0,3,8,1390,520,1954,0,"98136",47.5333,-122.392,1820,5900 +"3810000565","20140702T000000",255000,4,2,2430,8960,"1",0,0,3,7,1430,1000,1960,0,"98178",47.4979,-122.232,2430,8960 +"0461002025","20150501T000000",501000,2,2,1300,2500,"1",0,0,4,7,770,530,1926,0,"98117",47.6831,-122.373,1160,5000 +"8559900140","20150331T000000",450000,3,1,1060,4650,"1",0,0,3,7,910,150,1950,0,"98116",47.5784,-122.393,1480,4750 +"8899210320","20140820T000000",360000,3,2.25,2200,8000,"2",0,0,3,8,2200,0,1981,0,"98055",47.4522,-122.208,2170,8000 +"0952002765","20141114T000000",460000,4,1.75,1720,3050,"1.5",0,0,5,7,1040,680,1929,0,"98116",47.5654,-122.384,1570,6100 +"7101100055","20150303T000000",753000,3,1.75,2360,8290,"1",0,0,4,7,1180,1180,1950,0,"98115",47.6738,-122.281,1880,7670 +"3013300510","20150506T000000",389950,2,1,820,4234,"1",0,1,3,6,820,0,1951,0,"98136",47.5294,-122.386,1550,4236 +"1623300765","20140506T000000",469000,2,1,1030,4400,"1",0,0,3,7,1030,0,1924,0,"98117",47.681,-122.361,1400,4200 +"9322800260","20140912T000000",550000,4,1.75,2030,5688,"2",0,4,4,9,1730,300,1939,0,"98146",47.5071,-122.387,2320,11107 +"6141600140","20140904T000000",565000,5,3.5,2700,11675,"1.5",0,2,4,6,1950,750,1948,0,"98133",47.7172,-122.349,2160,8114 +"9315300260","20140521T000000",189650,2,1.75,1100,7600,"1",0,0,3,6,1100,0,1980,0,"98198",47.4136,-122.318,1230,7350 +"7015200335","20140619T000000",1.525e+006,4,3.25,3620,5131,"2",0,3,4,11,2350,1270,1927,0,"98119",47.6499,-122.37,2550,5174 +"1545806510","20140820T000000",260000,3,1.75,1340,8000,"1",0,0,3,7,1340,0,1980,0,"98038",47.3651,-122.044,1690,8000 +"8643200055","20140601T000000",243000,3,1.75,1790,12000,"1",0,0,3,7,1040,750,1960,0,"98198",47.3945,-122.313,1840,12000 +"7855000550","20141201T000000",1.1e+006,4,2.5,3830,13800,"1",0,4,4,9,2030,1800,1969,0,"98006",47.5671,-122.157,3460,9875 +"1313500070","20140820T000000",249000,3,1.5,1580,7200,"1",0,0,4,7,1080,500,1976,0,"98092",47.2761,-122.152,1580,7470 +"0290000055","20140516T000000",720000,2,1,2020,7200,"1",0,3,4,7,1700,320,1947,0,"98146",47.506,-122.384,2020,7200 +"4139460200","20150325T000000",905000,4,2.5,3330,9557,"2",0,0,3,10,3330,0,1995,0,"98006",47.5526,-122.102,3360,9755 +"3931900295","20150423T000000",824500,4,2.5,2610,3500,"1.5",0,0,5,7,1610,1000,1927,0,"98115",47.6848,-122.326,1820,3900 +"7365600070","20140624T000000",762500,4,2.75,2610,8760,"1",0,0,4,8,1760,850,1978,0,"98040",47.5875,-122.229,2550,10376 +"9274200320","20150413T000000",580000,3,2.5,1740,1280,"3",0,2,3,8,1740,0,2008,0,"98116",47.589,-122.387,1740,1308 +"8856920260","20140818T000000",380000,3,2,1840,8580,"1",0,0,3,8,1840,0,1990,0,"98058",47.4626,-122.132,2190,8580 +"4083306175","20150401T000000",805000,3,1.75,1080,3200,"1",0,0,4,7,880,200,1926,0,"98103",47.6503,-122.338,1780,5200 +"7588700204","20140716T000000",520000,4,1.75,1240,4532,"1.5",0,0,4,7,1240,0,1944,0,"98117",47.6892,-122.378,1260,4468 +"3271800295","20150203T000000",1.5695e+006,5,4.5,5620,5800,"3",0,3,3,11,4700,920,1999,0,"98199",47.6482,-122.412,2360,5800 +"6052400575","20140514T000000",175000,2,1,1170,8925,"1",0,2,3,6,1170,0,1911,0,"98198",47.4017,-122.321,1380,7440 +"7861300140","20140616T000000",353500,4,2.25,1760,9602,"2",0,0,3,7,1760,0,1987,0,"98058",47.4248,-122.158,1860,9656 +"6117501176","20150102T000000",500000,4,2.5,2230,26989,"1",0,1,4,8,1400,830,1962,0,"98166",47.4285,-122.345,2570,17702 +"2592400140","20150211T000000",386500,3,1.75,1520,7350,"1",0,0,4,7,1140,380,1972,0,"98034",47.7167,-122.17,1380,7350 +"7135300046","20140716T000000",210000,2,1,1450,4750,"1",0,0,3,7,850,600,1950,0,"98118",47.5293,-122.272,1190,5000 +"8665900295","20150423T000000",439500,3,2.5,1600,6510,"1",0,0,3,7,940,660,1983,0,"98155",47.7679,-122.308,1600,10507 +"6699000810","20140813T000000",315000,5,2.5,3220,5751,"2",0,0,3,8,3220,0,2002,0,"98042",47.3717,-122.104,2740,5500 +"5104510240","20140519T000000",339000,4,2.5,1830,8601,"2",0,0,3,7,1830,0,2003,0,"98038",47.3576,-122.016,1830,5184 +"7856700990","20140924T000000",655000,4,2.25,2200,9163,"1",0,0,4,8,1430,770,1971,0,"98006",47.5653,-122.146,2420,9163 +"8682300640","20140828T000000",740000,2,2.5,2170,8678,"1",0,0,3,8,2170,0,2008,0,"98053",47.7161,-122.014,2170,5890 +"6918700320","20150306T000000",685000,5,2.5,1900,7843,"2",0,0,5,7,1900,0,1966,0,"98008",47.6273,-122.123,1900,7350 +"9560700055","20150310T000000",550000,5,2.5,2960,9877,"1",0,0,4,7,1480,1480,1960,0,"98005",47.5866,-122.171,1900,9877 +"3013300055","20140602T000000",405000,2,1.75,1710,4234,"2",0,0,3,7,1330,380,1920,1979,"98136",47.5319,-122.386,1530,4556 +"9201000320","20150416T000000",765000,4,2.25,2620,17366,"1",0,3,3,9,1430,1190,1984,0,"98075",47.584,-122.077,2620,15335 +"9151600695","20150304T000000",625000,3,2,2140,3600,"2",0,0,3,8,1680,460,1911,1997,"98116",47.5846,-122.383,2340,5400 +"2143700830","20141006T000000",207000,4,2.5,2100,19680,"1.5",0,0,3,6,2100,0,1914,0,"98055",47.4787,-122.23,1340,12300 +"2143700830","20150312T000000",370000,4,2.5,2100,19680,"1.5",0,0,3,6,2100,0,1914,0,"98055",47.4787,-122.23,1340,12300 +"2591020140","20141202T000000",475000,3,2.5,1460,4961,"1",0,0,4,8,1150,310,1988,0,"98033",47.6955,-122.183,1550,5449 +"6414600262","20140829T000000",365000,2,1,990,8250,"1",0,0,3,7,990,0,1955,0,"98133",47.7252,-122.331,1080,8168 +"1387301360","20141222T000000",411800,4,2.25,2190,6800,"1",0,0,5,7,1340,850,1969,0,"98011",47.7367,-122.195,1560,7611 +"5561400260","20140721T000000",668000,5,3.5,3990,42436,"2",0,0,3,9,2710,1280,2002,0,"98027",47.461,-122,3030,41684 +"7942601805","20140911T000000",618000,3,2.5,2340,3630,"2",0,0,3,9,2340,0,1998,0,"98122",47.6059,-122.307,1820,5120 +"1887500045","20141226T000000",247500,4,2,2460,5921,"1",0,0,4,7,1230,1230,1948,0,"98002",47.308,-122.209,1260,6648 +"5505700055","20140730T000000",345000,5,3,2080,6150,"1",0,0,3,7,1040,1040,1950,0,"98116",47.5707,-122.394,1420,6150 +"3886902505","20150311T000000",616300,3,2,1700,8400,"2",0,2,3,7,1700,0,1927,0,"98033",47.6825,-122.19,1820,9000 +"6703100135","20150116T000000",348000,3,1.5,1330,6768,"1",0,0,4,7,1330,0,1952,0,"98155",47.7366,-122.319,1320,6910 +"1552520070","20141202T000000",425000,3,2.5,1630,10762,"1",0,0,3,7,1630,0,1994,0,"98011",47.7508,-122.175,1770,10762 +"8163300320","20140614T000000",850000,5,2.75,2920,11880,"1",0,0,5,8,1660,1260,1968,0,"98027",47.5133,-122.031,3910,14491 +"1853081000","20140717T000000",820000,5,2.75,2830,6137,"2",0,0,3,9,2830,0,2010,0,"98074",47.5932,-122.058,3170,6285 +"4403600240","20150113T000000",832000,4,2.25,3190,52953,"2",0,0,4,10,3190,0,1980,0,"98075",47.5933,-122.075,3190,51400 +"3885803625","20141203T000000",835000,3,1.75,1490,3840,"2",0,0,3,8,1490,0,1984,2014,"98033",47.6916,-122.214,3450,8500 +"0869700370","20150410T000000",350000,3,2.5,1630,3425,"2",0,0,3,8,1630,0,1999,0,"98059",47.4913,-122.154,1420,3425 +"4307301160","20140722T000000",349000,4,2.5,2280,4096,"2",0,0,3,7,2280,0,2003,0,"98056",47.4834,-122.182,2280,3600 +"2402100575","20140613T000000",1.125e+006,6,3.75,3010,4360,"2",0,0,3,9,2000,1010,2014,0,"98103",47.6873,-122.333,1600,5160 +"4307350990","20150309T000000",320000,3,2.5,1590,3480,"2",0,0,3,7,1590,0,2004,0,"98056",47.4805,-122.178,1680,3480 +"2873000260","20150305T000000",150000,3,1,1250,7210,"1",0,0,4,7,1250,0,1968,0,"98031",47.4169,-122.168,1010,7210 +"0795001600","20141125T000000",340000,3,1,1710,10190,"1",0,0,3,6,1310,400,1949,0,"98168",47.506,-122.331,1200,6251 +"0098030140","20141013T000000",785500,4,4,3280,8448,"2",0,0,3,10,3280,0,2007,0,"98075",47.5818,-121.973,3730,8030 +"5409800140","20150217T000000",410500,4,2.5,3362,8601,"2",0,0,3,8,3362,0,2004,0,"98003",47.2592,-122.304,2770,8601 +"9253900354","20140701T000000",580000,3,2.5,2200,11000,"2",0,2,3,9,2200,0,1978,0,"98008",47.5916,-122.112,2200,12851 +"3319500922","20150421T000000",345000,2,1.5,830,920,"2",0,0,3,7,830,0,2005,0,"98144",47.5998,-122.306,830,1200 +"3404700041","20140929T000000",550000,3,2.25,2160,37000,"1.5",0,0,4,7,1760,400,1933,0,"98052",47.7297,-122.139,2540,37000 +"2314300200","20141021T000000",449500,4,3,2580,7299,"2",0,0,3,8,2580,0,1998,0,"98058",47.4646,-122.15,2250,6165 +"9265700045","20140624T000000",300000,3,1,2150,7007,"1",0,0,3,6,2150,0,1954,0,"98177",47.7615,-122.362,1720,9000 +"3528000260","20141111T000000",915000,4,2.5,3510,28052,"2",0,0,3,10,3510,0,1988,0,"98053",47.6671,-122.057,2890,28295 +"3066120030","20150127T000000",1.575e+006,4,3.75,3810,9916,"2",0,0,3,11,3810,0,1989,0,"98040",47.5739,-122.234,3040,11250 +"4278900055","20140528T000000",599000,4,2.75,2020,2750,"1",0,0,3,8,1010,1010,1917,2014,"98122",47.6053,-122.291,1840,4000 +"9512000140","20140505T000000",755000,4,2.5,2120,10202,"1",0,0,4,7,1620,500,1960,0,"98005",47.5858,-122.17,1570,10762 +"6381500505","20150402T000000",400000,3,1,1250,7157,"1",0,0,3,7,1250,0,1944,2010,"98125",47.7323,-122.304,1300,6796 +"1697000400","20150330T000000",133000,3,1,980,9115,"1",0,0,3,7,980,0,1968,0,"98198",47.3737,-122.312,1470,8716 +"2548100140","20150116T000000",330000,4,1.5,1250,8400,"1",0,0,3,7,960,290,1951,0,"98155",47.7505,-122.315,1560,8400 +"7225000140","20150218T000000",330000,4,1,1100,5000,"1.5",0,0,5,6,1100,0,1904,0,"98055",47.4868,-122.204,1560,4838 +"2126049032","20140905T000000",375000,3,1.75,1330,9417,"1",0,0,5,6,710,620,1936,0,"98125",47.7231,-122.301,1690,7937 +"3876300890","20141211T000000",485000,4,2.75,2560,8956,"1",0,0,4,7,1500,1060,1968,0,"98034",47.7278,-122.177,2280,9234 +"7715800710","20140722T000000",470000,4,2.5,1850,11250,"1.5",0,0,3,7,1210,640,1981,0,"98074",47.6264,-122.062,1650,7623 +"2397101200","20141221T000000",1.045e+006,4,3,2790,3600,"2",0,0,3,8,1880,910,1905,2013,"98119",47.6362,-122.363,1360,3600 +"5100401160","20140707T000000",548800,4,1,1660,4704,"1.5",0,0,3,7,1260,400,1930,0,"98115",47.6918,-122.32,1360,5413 +"2741100800","20140708T000000",315000,2,1,1080,2674,"1",0,0,4,6,720,360,1919,0,"98108",47.5595,-122.317,1250,5000 +"0034001160","20140919T000000",590000,3,2,3030,9374,"1",0,1,4,7,2100,930,1959,0,"98136",47.5289,-122.391,1990,6012 +"5637200200","20140523T000000",439950,4,2.5,2380,12067,"2",0,0,3,7,2380,0,2002,0,"98059",47.4873,-122.144,2330,8621 +"3410600335","20140603T000000",325000,3,1.75,2250,26337,"1",0,0,3,8,2250,0,1980,0,"98092",47.3032,-122.123,1830,26337 +"8024201370","20141208T000000",400000,2,1,880,5111,"1",0,0,3,6,880,0,1931,0,"98115",47.6997,-122.314,1370,5111 +"3066410800","20141211T000000",685000,4,2.5,2770,10051,"2",0,0,3,10,2770,0,1987,0,"98074",47.6288,-122.043,2730,10675 +"5306100240","20140918T000000",339950,3,2,1340,10200,"1.5",0,0,3,7,1340,0,1953,0,"98133",47.7756,-122.351,1420,10200 +"9334800140","20141023T000000",315000,3,1.75,1660,8160,"1",0,0,4,7,1660,0,1951,0,"98166",47.4608,-122.358,1490,8100 +"7203101260","20150211T000000",411753,3,2.5,1710,3795,"2",0,0,3,7,1710,0,2009,0,"98053",47.6968,-122.024,1600,3821 +"7577700070","20140828T000000",577000,2,1.75,1620,4879,"1",0,0,3,7,1040,580,1924,2011,"98116",47.5703,-122.385,1500,5000 +"6072100140","20141017T000000",500000,3,1.75,1530,8829,"1",0,0,5,8,1530,0,1972,0,"98006",47.545,-122.171,2060,9226 +"3874000240","20141202T000000",210000,3,2,1440,10111,"1",0,0,3,7,1440,0,1963,0,"98001",47.345,-122.283,1580,10200 +"6151800135","20140827T000000",640000,4,1.75,2020,16120,"1",0,0,3,7,2020,0,1969,0,"98010",47.3413,-122.048,1940,16350 +"1826049225","20150417T000000",460000,4,1.75,1870,8663,"1",0,0,5,7,1870,0,1949,0,"98133",47.7366,-122.35,1560,7800 +"8150100240","20150218T000000",265000,2,1,620,4760,"1",0,0,3,6,620,0,1941,0,"98126",47.5286,-122.376,620,4760 +"5152960710","20140514T000000",740000,5,5,5774,31675,"1",0,2,3,11,4490,1284,1984,0,"98003",47.3466,-122.323,3260,13200 +"4027701275","20140718T000000",230000,3,1,1240,6195,"1",0,0,3,6,1240,0,1948,0,"98028",47.7681,-122.266,1760,11080 +"1545807990","20150217T000000",315000,3,1.75,1890,10661,"1",0,0,5,7,1460,430,1978,0,"98038",47.3583,-122.056,1680,9604 +"1726069179","20141223T000000",432000,3,1.75,2410,51763,"1",0,0,4,8,1410,1000,1981,0,"98077",47.7429,-122.056,2410,49207 +"3905100070","20150203T000000",467000,3,2.5,1530,3984,"2",0,0,3,8,1530,0,1995,0,"98029",47.569,-122.007,1720,4005 +"7316400070","20140925T000000",255000,5,3.75,2800,9900,"1",0,0,3,7,2800,0,1964,0,"98023",47.319,-122.344,1700,13200 +"2113700335","20150408T000000",316500,3,1.75,1460,6360,"1",0,2,3,7,1010,450,1979,0,"98106",47.5311,-122.353,1400,4240 +"3972900160","20150403T000000",190000,4,2,1580,6250,"1",0,0,3,7,860,720,1977,0,"98155",47.7659,-122.31,1580,6250 +"2767603215","20140516T000000",490000,3,2,1450,2400,"1.5",0,0,3,8,1450,0,1900,2003,"98107",47.6726,-122.381,1450,4275 +"3664500041","20150417T000000",378000,4,1.75,1990,23200,"1",0,0,4,7,1990,0,1976,0,"98059",47.486,-122.129,1950,17040 +"5379804150","20150211T000000",598800,6,4,4470,17877,"3",0,3,3,9,3230,1240,2013,0,"98188",47.4514,-122.273,1790,18260 +"9188200570","20140902T000000",333800,5,3,1980,3868,"1",0,0,3,7,1220,760,1990,0,"98118",47.5173,-122.275,1970,3868 +"3905010140","20140529T000000",690000,4,2.5,2920,9904,"2",0,0,4,9,2920,0,1990,0,"98029",47.5759,-121.995,1810,5617 +"5141000685","20141021T000000",320000,4,1.75,1660,6200,"1",0,0,4,6,830,830,1948,0,"98108",47.56,-122.316,1780,5968 +"6738700320","20150414T000000",1.249e+006,4,3.5,3190,6000,"1.5",0,3,4,9,2410,780,1912,0,"98144",47.5846,-122.29,2840,4000 +"1246700152","20140721T000000",335000,3,1.5,1560,9600,"1",0,0,4,7,1560,0,1961,0,"98033",47.6918,-122.163,1520,10000 +"2926069062","20140811T000000",840000,3,2.5,3050,33920,"1",0,0,3,8,3050,0,2004,0,"98052",47.7034,-122.072,1970,60984 +"6114400136","20140714T000000",608250,4,2.75,3030,21780,"2",0,0,3,8,3030,0,1986,0,"98166",47.4481,-122.338,3020,28027 +"6127010800","20140609T000000",550000,3,2.5,2260,4165,"2",0,0,3,7,2260,0,2005,0,"98075",47.5922,-122.008,2770,4566 +"4222000320","20150422T000000",240000,3,1,1260,7920,"1",0,0,3,7,1260,0,1966,0,"98003",47.3452,-122.308,1300,7920 +"2600010070","20150414T000000",998000,3,2.25,3370,11757,"2",0,2,4,9,3370,0,1980,0,"98006",47.5573,-122.16,2690,10500 +"3826500570","20140829T000000",275000,3,1.75,1490,8000,"1",0,0,3,8,1490,0,1978,0,"98030",47.3817,-122.166,1740,8165 +"8159620160","20150424T000000",284200,3,2.5,1570,9292,"1",0,0,3,7,1110,460,1977,0,"98001",47.3386,-122.272,1470,9222 +"1118001805","20140724T000000",1.715e+006,4,3.75,4490,7623,"2",0,0,4,10,3090,1400,1941,0,"98112",47.6315,-122.29,3760,7653 +"3398800055","20141119T000000",2.4e+006,4,3.75,4090,24825,"2",0,0,4,11,3400,690,1926,0,"98102",47.6338,-122.319,3910,11500 +"3528000510","20140905T000000",930800,5,2.5,4150,96574,"2",0,0,3,10,4150,0,1988,0,"98053",47.6664,-122.045,3320,40803 +"0627300105","20140729T000000",930000,4,3,2900,10400,"1",0,3,5,8,1530,1370,1959,0,"98008",47.5854,-122.114,2820,10400 +"3279000070","20140828T000000",215000,4,1.5,1430,8775,"1",0,0,3,7,1030,400,1979,0,"98023",47.3034,-122.383,1390,7800 +"1922039062","20150420T000000",480000,2,1.5,1008,26487,"1",1,4,4,6,1008,0,1943,2002,"98070",47.3853,-122.479,1132,24079 +"0312000135","20140520T000000",483945,2,1.75,1480,5120,"1",0,0,4,6,840,640,1951,0,"98116",47.558,-122.392,1090,5120 +"6054650510","20140609T000000",347000,3,1.75,1240,8050,"1",0,0,4,7,1240,0,1978,0,"98074",47.6108,-122.044,1370,9856 +"3279000240","20150330T000000",232500,3,2,1370,9760,"1",0,0,4,7,1110,260,1979,0,"98023",47.3009,-122.384,1640,9040 +"1402000070","20140520T000000",390000,4,2.25,1770,33132,"1",0,0,4,8,1190,580,1965,0,"98058",47.4413,-122.151,2490,20000 +"1562200240","20140918T000000",550000,3,2.25,2160,15360,"1",0,0,3,8,1410,750,1965,2000,"98007",47.6232,-122.138,2180,8480 +"3904921070","20140812T000000",590000,4,2.5,2340,8971,"2",0,0,3,9,2340,0,1987,0,"98029",47.5679,-122.011,2510,9219 +"4045500510","20140521T000000",420850,1,1,960,40946,"1",0,0,5,5,960,0,1945,0,"98014",47.6951,-121.864,1320,20350 +"8849300160","20150205T000000",345000,4,2.5,2280,8190,"1",0,3,3,7,1390,890,1983,0,"98188",47.4414,-122.272,1990,9000 +"4123810140","20150227T000000",429800,3,2,1970,7000,"1",0,0,3,8,1970,0,1986,0,"98038",47.3744,-122.043,1970,7365 +"2473251170","20140626T000000",302000,4,1.75,1530,17664,"1.5",0,0,3,7,1530,0,1968,0,"98058",47.4549,-122.155,1530,11625 +"6430500186","20141104T000000",800000,4,1.5,1790,3952,"1.5",0,0,4,8,1790,0,1932,0,"98103",47.689,-122.352,1200,3876 +"4136950140","20141215T000000",250000,3,2.5,1700,6000,"2",0,0,3,8,1700,0,1997,0,"98092",47.2615,-122.221,1940,6626 +"1370802650","20140729T000000",605000,3,2,2660,4500,"1",0,0,4,7,1330,1330,1922,0,"98199",47.6391,-122.403,1790,5000 +"1721069036","20140529T000000",412000,3,1.75,1950,52256,"1",0,0,4,8,1950,0,1985,0,"98042",47.3133,-122.078,2450,51836 +"8637100370","20141112T000000",252000,3,2,1340,5670,"2",0,0,3,6,1340,0,1994,0,"98055",47.4498,-122.194,1290,4892 +"8952900260","20140919T000000",375000,3,1,1130,12500,"1.5",0,0,3,7,1130,0,1954,0,"98118",47.5491,-122.268,2280,8750 +"1972202080","20140710T000000",725000,2,1.75,1950,2719,"1",0,0,5,7,1010,940,1919,0,"98103",47.6513,-122.346,1360,1256 +"9476200350","20141013T000000",471750,5,3.5,3790,8200,"1",0,1,3,8,2120,1670,2001,0,"98056",47.4891,-122.19,1740,8676 +"1523069204","20141208T000000",490000,4,2.25,2020,85813,"2",0,0,3,7,2020,0,1995,0,"98027",47.483,-122.026,2120,85813 +"2856100125","20141001T000000",439000,2,1,800,5100,"1",0,0,3,7,800,0,1945,0,"98117",47.6775,-122.388,1330,5100 +"2968800626","20140822T000000",355000,4,2,1770,8890,"1",0,0,5,6,1770,0,1949,0,"98166",47.4589,-122.353,1010,7620 +"2129700320","20150505T000000",250000,1,0.75,940,87120,"1",0,0,3,6,940,0,1944,0,"98019",47.7182,-121.956,1930,165528 +"8965500320","20150326T000000",780000,4,2.25,2260,16188,"1",0,0,3,10,2260,0,1984,0,"98006",47.5637,-122.112,2840,10158 +"0952005224","20141105T000000",409000,2,1,890,3271,"1",0,0,4,6,890,0,1918,0,"98116",47.5631,-122.381,1190,5175 +"4443801160","20140610T000000",420000,2,1,860,3880,"1",0,0,4,6,860,0,1916,0,"98117",47.6862,-122.391,1230,4260 +"5101404170","20141113T000000",200000,1,0.75,680,9600,"1",0,0,3,5,680,0,1947,0,"98115",47.6964,-122.306,1580,6624 +"1241500350","20150105T000000",830000,2,1.5,2130,35679,"1",0,0,4,7,2130,0,1963,0,"98033",47.6638,-122.171,2670,35679 +"4379400560","20140529T000000",695000,3,2.5,2390,4555,"2",0,0,3,9,2390,0,2006,0,"98074",47.6199,-122.025,2540,4500 +"0629810350","20140521T000000",815000,4,2.75,3488,9614,"2",0,0,3,10,3488,0,1998,0,"98074",47.6055,-122.013,3600,10891 +"5466400550","20141113T000000",210000,3,1.75,1260,6223,"1",0,0,3,7,820,440,1983,0,"98042",47.3574,-122.158,1260,6553 +"3619600132","20140915T000000",635000,3,1.75,2940,6000,"1",0,2,4,8,1590,1350,1957,0,"98177",47.7235,-122.369,2880,8100 +"4113800550","20140721T000000",562500,4,2.5,2440,7322,"2",0,0,3,9,2440,0,1991,0,"98056",47.5357,-122.179,2590,9927 +"7298020240","20140509T000000",402500,4,2.5,2600,11951,"2",0,0,3,10,2600,0,1988,0,"98023",47.3053,-122.34,2820,12093 +"0434000030","20141219T000000",555000,3,2,2080,7020,"1",0,0,4,7,1040,1040,1951,0,"98115",47.6768,-122.285,1920,7000 +"1138000830","20140909T000000",310000,3,1,1990,7173,"1",0,0,3,7,1990,0,1972,0,"98034",47.7116,-122.213,1320,7245 +"8568000070","20140905T000000",500000,4,2.5,2840,18001,"2",0,0,3,9,2840,0,1994,0,"98019",47.7359,-121.962,2500,18001 +"8822901200","20140723T000000",430000,6,3,2630,8800,"1",0,0,3,7,1610,1020,1959,0,"98125",47.7166,-122.293,1220,1173 +"1118002090","20140628T000000",1.6e+006,3,4.25,2820,7200,"2",0,0,4,10,2460,360,1930,0,"98112",47.6298,-122.29,3300,7522 +"3856901525","20141001T000000",627500,4,1,1560,4080,"1.5",0,0,3,7,1560,0,1923,0,"98103",47.6711,-122.331,1890,4080 +"1180500070","20141124T000000",335000,4,2.5,2330,7050,"2",0,0,3,8,2330,0,1998,0,"98178",47.5001,-122.231,1810,5424 +"7856560320","20150317T000000",962000,4,2.25,3320,20100,"1",0,0,4,8,1810,1510,1981,0,"98006",47.5566,-122.153,2450,9821 +"5103900045","20140725T000000",299000,3,1.75,1730,14270,"1",0,0,3,7,1730,0,1959,0,"98065",47.5318,-121.833,1600,11232 +"8562890370","20150414T000000",399950,4,2.5,3110,5868,"2",0,0,3,8,3110,0,2001,0,"98042",47.3781,-122.126,2950,5924 +"8807600340","20150325T000000",322000,3,1,1230,9660,"1",0,0,3,7,1230,0,1968,0,"98053",47.6829,-122.06,1380,10125 +"0993002325","20140623T000000",430000,2,1.5,950,4625,"1",0,0,4,7,950,0,1949,0,"98103",47.6912,-122.34,1440,4625 +"1022059082","20140508T000000",307000,3,1.75,1890,13860,"1",0,0,5,7,1890,0,1966,0,"98042",47.4156,-122.149,1500,14536 +"0179000350","20141105T000000",194000,3,1.5,1010,5000,"1",0,0,3,6,1010,0,1943,0,"98178",47.4925,-122.278,980,5000 +"3915500045","20141114T000000",180000,3,1,1010,8581,"1",0,0,4,6,1010,0,1920,0,"98002",47.3043,-122.216,1060,10354 +"3578400030","20140718T000000",465000,4,2.25,2340,13383,"1",0,0,3,8,1170,1170,1983,0,"98074",47.6211,-122.037,1810,12532 +"9346700320","20150323T000000",722500,4,2.5,2460,9296,"2",0,0,3,9,2460,0,1978,0,"98007",47.6125,-122.152,2730,9900 +"3856901715","20140924T000000",470450,2,1,1010,3400,"1",0,0,3,7,1010,0,1921,0,"98103",47.6711,-122.329,1800,3600 +"8700120520","20150127T000000",280000,3,2.5,1650,6000,"2",0,0,3,7,1650,0,1990,0,"98030",47.36,-122.194,1750,6000 +"7335400400","20150410T000000",176250,4,2,1440,6702,"1",0,0,4,7,1440,0,1966,0,"98002",47.3056,-122.217,1030,6702 +"4319200505","20140617T000000",560000,5,1,1710,9100,"1.5",0,0,4,7,1320,390,1926,0,"98126",47.5379,-122.378,1880,9100 +"1426049083","20141022T000000",830000,3,2.5,2760,11287,"2",0,3,3,10,2000,760,1991,0,"98028",47.739,-122.264,2760,13719 +"7795400046","20140611T000000",276900,2,1,1350,10096,"1",0,2,4,7,1350,0,1952,0,"98045",47.4967,-121.778,1280,10095 +"1337800045","20141001T000000",625000,3,1.75,1660,4800,"2",0,0,3,7,1660,0,1906,2014,"98112",47.6296,-122.308,1660,4800 +"2207500695","20150304T000000",1.015e+006,4,2.5,2960,4760,"2",0,0,3,8,2160,800,1900,0,"98102",47.6367,-122.318,1600,4760 +"1112000125","20140930T000000",463500,1,1,1090,8750,"1",0,0,4,6,1090,0,1924,0,"98118",47.54,-122.269,1830,5000 +"2472930270","20140905T000000",485000,3,2.5,3110,9015,"2",0,0,3,9,3110,0,1990,0,"98058",47.4369,-122.147,2650,8960 +"5651500140","20140617T000000",272000,3,2,1380,7476,"1",0,0,3,7,1380,0,1989,0,"98001",47.3336,-122.272,1600,7227 +"7203102080","20141217T000000",305000,2,1,1290,3140,"2",0,0,3,7,1290,0,2008,0,"98053",47.6971,-122.026,1290,2628 +"3626500045","20140626T000000",760000,3,2.5,1980,13964,"1",0,0,5,7,1980,0,1959,0,"98040",47.571,-122.227,2040,13964 +"3226049117","20150213T000000",387500,2,1,870,6126,"1",0,0,4,7,870,0,1938,0,"98125",47.7024,-122.322,1620,6126 +"6699940140","20140908T000000",352000,4,2.5,2470,5015,"2",0,0,3,8,2470,0,2004,0,"98038",47.3457,-122.041,2470,5100 +"7702600160","20140709T000000",507000,3,1.75,2140,40098,"1",0,0,5,8,1490,650,1950,0,"98058",47.4296,-122.111,2220,35371 +"5379804730","20140718T000000",156000,3,1,770,9750,"1",0,0,3,6,770,0,1941,0,"98188",47.4509,-122.275,1560,10707 +"3383900058","20141118T000000",580000,3,3.25,1490,857,"3",0,0,3,8,1220,270,2001,0,"98102",47.6357,-122.324,1550,1092 +"0629600030","20140714T000000",630000,4,2.5,2510,35020,"1",0,0,4,8,1610,900,1977,0,"98075",47.5834,-122.003,2080,34398 +"1823049171","20141218T000000",275000,5,1.5,1950,9000,"1",0,0,3,7,1130,820,1964,0,"98146",47.4882,-122.339,1680,9526 +"3760500516","20140724T000000",835000,5,4,3600,14720,"1",0,2,5,8,1800,1800,1960,0,"98034",47.7022,-122.227,3600,15358 +"2641400160","20141205T000000",340000,4,2.5,2380,7850,"2",0,0,3,8,2380,0,1995,0,"98055",47.4356,-122.201,1940,7334 +"0534000075","20140506T000000",329350,2,1,720,6687,"1",0,0,3,6,720,0,1942,0,"98117",47.7001,-122.362,840,6687 +"3892500070","20140728T000000",1.48e+006,3,3.5,4070,26000,"2",0,0,3,11,4070,0,1991,0,"98033",47.659,-122.174,3770,26000 +"0224069084","20150325T000000",475000,3,1,1250,150117,"1",0,0,3,7,1250,0,1975,0,"98075",47.5956,-122.009,3060,50055 +"2767600400","20141118T000000",719950,3,2.25,2190,2416,"3",0,0,3,8,2190,0,2014,0,"98117",47.6758,-122.38,1510,3615 +"5347200160","20140512T000000",235000,1,1,810,2451,"1",0,0,5,7,810,0,1941,0,"98126",47.5188,-122.376,980,1198 +"9553200125","20150331T000000",875000,3,1.5,2440,5750,"1",0,0,3,8,1320,1120,1939,0,"98115",47.6991,-122.296,2160,6820 +"5379804888","20150421T000000",380000,4,1.75,1740,9150,"1",0,0,3,7,1740,0,1974,0,"98188",47.4498,-122.28,1540,9147 +"0421079105","20150309T000000",325000,3,2.25,1480,97138,"1.5",0,0,3,7,1480,0,1984,0,"98010",47.3317,-121.927,1730,176418 +"4215250030","20140819T000000",475000,4,2.5,2120,57050,"2",0,0,3,9,2120,0,1989,0,"98072",47.7611,-122.128,3320,39082 +"2420069017","20150324T000000",152900,1,1,900,4368,"1",0,0,5,6,900,0,1915,1950,"98022",47.2107,-121.99,1290,5000 +"2414600400","20140805T000000",210000,2,2,1190,7570,"1",0,0,3,6,1190,0,1939,0,"98146",47.5113,-122.338,1190,7635 +"2461900510","20140926T000000",350000,4,1,1010,6000,"1",0,0,3,6,750,260,1925,0,"98136",47.5518,-122.383,1450,6000 +"7695500200","20150323T000000",505000,3,2.5,2100,17882,"2",0,0,4,8,2100,0,1985,0,"98059",47.4754,-122.119,2080,16686 +"0251200200","20140627T000000",464900,4,2.25,2020,8424,"1",0,0,4,7,1380,640,1979,0,"98034",47.7262,-122.233,2030,7236 +"0513000550","20140922T000000",650000,3,2,2520,5980,"1",0,0,3,8,1790,730,1957,0,"98116",47.5767,-122.383,1590,5750 +"8730000260","20150504T000000",369950,2,2.75,1370,1140,"2",0,0,3,8,1080,290,2009,0,"98133",47.7053,-122.342,1370,1090 +"3395040550","20140728T000000",250000,3,2.5,1530,2890,"2",0,0,3,7,1530,0,2001,0,"98108",47.5434,-122.293,1540,2890 +"3395040550","20150429T000000",320000,3,2.5,1530,2890,"2",0,0,3,7,1530,0,2001,0,"98108",47.5434,-122.293,1540,2890 +"9471200200","20150325T000000",2.532e+006,4,4.25,5040,16048,"1",0,3,3,10,3420,1620,1950,0,"98105",47.6702,-122.26,3960,14000 +"5469700260","20140903T000000",340000,4,2.25,2530,24700,"2",0,0,3,7,2530,0,1974,0,"98031",47.3939,-122.177,2650,24700 +"2767600171","20140519T000000",440000,2,1.5,1010,1968,"1.5",0,0,5,5,1010,0,1906,0,"98107",47.6757,-122.385,1760,4200 +"0898000200","20150402T000000",219950,3,1,1200,7727,"1",0,0,4,7,1200,0,1959,0,"98022",47.2021,-121.999,1300,7718 +"5315100806","20140915T000000",940000,4,3,2720,11740,"1",0,0,5,9,2720,0,1957,0,"98040",47.5833,-122.242,2640,11740 +"9269200786","20140722T000000",399950,4,1.5,1850,6125,"1.5",0,0,3,6,1110,740,1945,0,"98126",47.5352,-122.37,990,6125 +"1118001370","20150102T000000",1.568e+006,3,2.75,2340,8828,"1",0,0,4,9,2340,0,1954,0,"98112",47.632,-122.289,3480,8526 +"3558910640","20150401T000000",528000,4,1.75,1860,9750,"1",0,0,3,7,1460,400,1969,0,"98034",47.7097,-122.202,1900,8913 +"3761100341","20140828T000000",545000,4,1.75,1940,8990,"1",0,0,4,8,1560,380,1956,0,"98034",47.7021,-122.241,2310,11745 +"8682261070","20150427T000000",575000,2,2,1680,6194,"1",0,0,3,8,1680,0,2004,0,"98053",47.7136,-122.03,1900,5850 +"8732040810","20141104T000000",235000,4,2.75,1770,10184,"1",0,0,3,8,1250,520,1979,0,"98023",47.3074,-122.385,2070,8320 +"2991000400","20140723T000000",272000,3,2.5,1790,6371,"2",0,0,3,8,1790,0,1998,0,"98092",47.3291,-122.168,1850,6371 +"2155500030","20150428T000000",380000,4,1.75,1720,9600,"1",0,0,4,8,1720,0,1969,0,"98059",47.4764,-122.155,1660,10720 +"5727500102","20150426T000000",195000,3,1,1280,6967,"1.5",0,0,3,7,1280,0,1949,0,"98155",47.7512,-122.329,1280,7245 +"5104510370","20141014T000000",297000,3,2.5,1690,4988,"2",0,0,3,7,1690,0,2002,0,"98038",47.3561,-122.015,1830,4733 +"1895450200","20150415T000000",349000,4,2.5,2190,7294,"2",0,0,3,8,2190,0,2003,0,"98023",47.2923,-122.357,2240,7379 +"8122101146","20140929T000000",320000,2,1,710,5200,"1",0,2,4,6,710,0,1942,0,"98126",47.5376,-122.371,1610,5200 +"7789900030","20140725T000000",319990,4,1.5,1890,10707,"1",0,0,3,7,1890,0,1962,0,"98148",47.428,-122.326,1610,8827 +"6893300350","20140602T000000",439900,2,2,1410,12282,"1.5",0,0,5,8,1410,0,1909,1988,"98024",47.5242,-121.926,1410,8931 +"4073800140","20140811T000000",429000,3,3.25,2210,3600,"2",0,0,3,8,1820,390,1995,0,"98125",47.7031,-122.279,2010,6690 +"0538000030","20140730T000000",272500,3,2,1540,6250,"1",0,0,3,7,1540,0,1998,0,"98038",47.3539,-122.025,2070,6250 +"6632300478","20140916T000000",400000,4,2,1350,7255,"1",0,0,4,7,1350,0,1959,0,"98125",47.7287,-122.31,1050,7288 +"4083800340","20150402T000000",462000,5,2,1380,4300,"1.5",0,0,3,7,1380,0,1916,0,"98103",47.6647,-122.337,1830,3800 +"9214400135","20150310T000000",510000,2,1,890,6095,"1",0,0,3,7,890,0,1947,0,"98115",47.6823,-122.298,1450,5985 +"8944600200","20140623T000000",550000,3,2.5,1900,3255,"2",0,0,3,8,1900,0,1988,2000,"98007",47.6075,-122.147,1880,3350 +"8651430370","20150425T000000",150000,3,1,1240,5200,"1",0,0,3,6,1240,0,1969,0,"98042",47.3701,-122.079,870,5200 +"2296700260","20140626T000000",460000,3,2.5,1730,8490,"1",0,0,3,7,1210,520,1969,0,"98034",47.7187,-122.219,1870,7400 +"3066400140","20140620T000000",632500,4,2.5,2090,10306,"2",0,0,3,10,2090,0,1986,0,"98074",47.6304,-122.051,2660,11481 +"1771100240","20140925T000000",361000,3,1.75,1650,11220,"1",0,0,4,7,1650,0,1969,0,"98077",47.7567,-122.071,1340,10129 +"0461003251","20140801T000000",437000,3,2.25,1130,1221,"2",0,0,3,8,1030,100,2004,0,"98117",47.6799,-122.375,1300,5000 +"8699100240","20150505T000000",370000,6,2.75,3240,5750,"1",0,0,4,6,2160,1080,1950,0,"98002",47.3054,-122.221,1230,5750 +"8691350200","20150417T000000",884250,4,2.5,3840,12151,"2",0,0,3,10,3840,0,1998,0,"98075",47.5953,-121.986,3560,11044 +"2525300550","20140603T000000",225000,3,1,1200,9936,"1",0,0,4,6,1200,0,1969,0,"98038",47.3609,-122.029,1200,10189 +"7452500045","20140805T000000",235000,2,1,870,5000,"1",0,0,3,6,870,0,1949,0,"98126",47.5186,-122.375,820,5000 +"2489200070","20140720T000000",767500,6,3.5,2410,6000,"2",0,4,3,9,2220,190,1916,1990,"98136",47.54,-122.382,1980,6000 +"3623500260","20140512T000000",1.2e+006,3,1.75,1560,8078,"1.5",1,4,4,6,1560,0,1928,0,"98040",47.5779,-122.246,2890,16710 +"0425069104","20141215T000000",715000,3,2.5,2410,46609,"2",0,0,3,9,2410,0,1989,0,"98053",47.6789,-122.048,3370,40072 +"2239800070","20140627T000000",417000,4,2.25,2300,7700,"1",0,0,3,7,1380,920,1959,0,"98125",47.7137,-122.322,2010,8820 +"2618300350","20140718T000000",199000,3,1,1390,12145,"1",0,0,4,7,1390,0,1964,0,"98042",47.4225,-122.15,1030,10800 +"1336800160","20140605T000000",875000,5,2.5,2920,5568,"2",0,0,3,8,2320,600,1906,0,"98112",47.6265,-122.312,2970,5568 +"7519000570","20141110T000000",545000,4,1.5,1370,3708,"1.5",0,0,3,7,1370,0,1926,0,"98117",47.6849,-122.363,2030,3708 +"0257000105","20140520T000000",192500,2,1,950,7692,"1",0,0,3,6,950,0,1926,0,"98168",47.4909,-122.298,1820,8221 +"4401200350","20150210T000000",822500,3,2.5,3090,7708,"2",0,0,3,10,3090,0,1999,0,"98052",47.6868,-122.108,3140,8592 +"6402300070","20141208T000000",800000,4,2.5,2390,10000,"1",0,0,3,9,1590,800,1975,0,"98040",47.5801,-122.229,1900,9752 +"5317100570","20141215T000000",1.25e+006,3,2.5,2070,4944,"2",0,0,3,9,2070,0,1930,0,"98112",47.6256,-122.284,3300,6179 +"8106100105","20141114T000000",3.85e+006,4,4.25,5770,21300,"2",1,4,4,11,5770,0,1980,0,"98040",47.585,-122.222,4620,22748 +"9407150240","20141001T000000",295000,3,2.5,1460,7936,"2",0,0,3,7,1460,0,1995,0,"98038",47.3673,-122.017,1830,7936 +"8682291940","20140630T000000",419000,2,1.75,1510,4980,"1",0,0,3,8,1510,0,2006,0,"98053",47.7191,-122.023,1350,4157 +"4139420070","20140910T000000",1.195e+006,5,3.25,5180,19606,"1",0,0,3,11,2610,2570,1993,0,"98006",47.555,-122.114,4050,15296 +"0629400340","20141222T000000",750000,4,2.75,3430,13907,"2",0,0,3,11,3430,0,1995,0,"98075",47.5879,-121.993,3250,13851 +"3380900160","20150428T000000",502000,4,1.5,1700,8400,"1",0,0,3,7,1700,0,1953,0,"98177",47.7677,-122.359,1750,8475 +"2175100270","20140604T000000",1.025e+006,3,1.75,2640,8000,"1",0,3,4,9,1320,1320,1960,0,"98040",47.5826,-122.246,2740,6000 +"3448000270","20150313T000000",398500,3,1,1200,15960,"1.5",0,0,3,6,1200,0,1945,0,"98125",47.7163,-122.299,1120,7800 +"8701600510","20150414T000000",700000,2,1.5,1850,4945,"1.5",0,2,4,7,1850,0,1907,1969,"98126",47.5742,-122.379,1850,4950 +"6083000083","20140611T000000",248000,5,1.5,1510,9078,"1",0,0,4,7,1510,0,1959,0,"98168",47.4852,-122.305,1480,9078 +"9178600135","20140826T000000",800000,4,2,2130,2800,"1",0,0,5,7,1070,1060,1922,0,"98103",47.6545,-122.333,1990,3990 +"1721059286","20150121T000000",383000,4,2.5,2640,8055,"2",0,0,3,9,2640,0,2004,0,"98092",47.315,-122.193,1650,8055 +"8161600135","20140527T000000",688000,4,3,3000,4000,"1.5",0,3,3,8,1970,1030,1913,2014,"98144",47.5744,-122.307,1900,4000 +"2568300132","20141008T000000",521000,3,2,1870,5455,"1",0,0,5,7,1060,810,1926,0,"98125",47.7029,-122.297,1870,7435 +"6414100111","20141105T000000",365000,2,1,990,9223,"1",0,0,3,7,990,0,1949,0,"98125",47.72,-122.32,1230,7244 +"9818700320","20141007T000000",491000,3,2,2005,7000,"1",0,0,3,7,1605,400,1980,0,"98122",47.6039,-122.298,1750,4500 +"0686200510","20141122T000000",643000,3,2.75,2030,7700,"1",0,0,5,8,1400,630,1965,0,"98008",47.626,-122.112,1780,8160 +"3279000370","20150202T000000",279000,3,2.5,1500,7350,"1",0,0,2,7,1060,440,1979,0,"98023",47.3025,-122.382,1390,7770 +"2767601031","20150202T000000",583500,4,1,1530,3900,"1.5",0,0,4,7,1530,0,1908,0,"98107",47.6748,-122.379,1300,3900 +"4142450510","20140723T000000",310000,3,2.5,1990,3600,"2",0,0,3,7,1990,0,2004,0,"98038",47.3841,-122.041,1790,3600 +"3291800510","20140610T000000",310000,3,1.75,1420,7650,"1",0,0,4,7,1100,320,1984,0,"98056",47.4892,-122.182,1810,7650 +"7893203450","20150323T000000",280000,3,1,1400,13975,"1",0,0,4,6,1400,0,1956,0,"98198",47.4195,-122.33,1260,7500 +"0908000260","20141117T000000",272000,4,2.5,1870,5692,"2",0,0,3,7,1870,0,2004,0,"98058",47.4334,-122.148,2390,5293 +"3225069239","20140707T000000",870000,4,3,3040,36246,"1.5",0,0,3,9,2680,360,1923,2014,"98074",47.6093,-122.07,3520,13178 +"8645540320","20141118T000000",307000,3,2,1790,7259,"1",0,0,3,7,1390,400,1980,0,"98058",47.4643,-122.171,1790,7700 +"9280200030","20140717T000000",490000,2,1.5,1590,4500,"1",0,0,4,7,920,670,1946,0,"98116",47.5831,-122.392,1900,4450 +"6159400030","20141008T000000",399950,3,2,2050,9396,"1",0,0,5,7,1170,880,1960,0,"98155",47.7447,-122.328,1680,9391 +"7787400030","20140609T000000",1.635e+006,5,3.5,4220,26784,"1",0,0,3,10,2110,2110,1958,2006,"98004",47.6003,-122.206,3450,33945 +"1888120140","20140709T000000",989000,5,4.5,4030,13474,"2",0,0,3,11,4030,0,2000,0,"98075",47.5812,-121.995,3860,12438 +"2916620240","20140618T000000",264950,4,1.75,1770,9011,"1",0,0,5,7,1050,720,1983,0,"98042",47.3646,-122.076,1410,8530 +"0251200240","20140725T000000",491500,4,2.75,2100,7236,"1",0,0,3,8,1400,700,1979,0,"98034",47.7267,-122.232,1900,7519 +"7695500240","20140514T000000",345000,3,2.25,2120,15003,"2",0,0,3,7,2120,0,1984,0,"98059",47.4745,-122.12,2070,15203 +"7749500070","20150119T000000",339900,4,1.75,2600,18042,"1",0,0,4,8,2020,580,1969,0,"98092",47.2969,-122.189,2200,9408 +"6762700340","20150427T000000",852000,3,3,2400,4000,"2",0,0,3,7,1860,540,1905,0,"98102",47.6288,-122.321,1750,3940 +"0824069121","20141222T000000",585000,5,3.5,3180,40946,"1",0,3,3,7,1690,1490,1968,0,"98075",47.5833,-122.073,2430,29620 +"2600100370","20150211T000000",723000,4,2,2790,8793,"1",0,0,4,8,1640,1150,1977,0,"98006",47.5509,-122.16,2400,9286 +"2326059082","20150126T000000",594000,3,2.25,2080,70567,"2",0,0,3,8,2080,0,1990,0,"98072",47.7221,-122.124,3730,43560 +"2591010240","20141201T000000",405000,2,1.5,1370,4102,"2",0,0,4,7,1370,0,1987,0,"98033",47.6943,-122.184,1380,3211 +"1085610030","20140801T000000",725500,4,2.5,2790,74495,"2",0,0,3,9,2790,0,1997,0,"98053",47.6628,-122.056,2790,24643 +"9551202025","20140625T000000",800000,2,1,1740,5719,"1",0,0,3,8,1740,0,1955,0,"98103",47.6729,-122.335,1980,5000 +"4379600030","20140729T000000",1.325e+006,3,3.75,6400,76665,"1",0,2,4,10,3810,2590,1966,0,"98177",47.7313,-122.37,3430,60548 +"4345000510","20141015T000000",180500,3,2.5,1800,8518,"2",0,0,3,7,1800,0,1996,0,"98030",47.3643,-122.185,1770,7570 +"4345000510","20150428T000000",325000,3,2.5,1800,8518,"2",0,0,3,7,1800,0,1996,0,"98030",47.3643,-122.185,1770,7570 +"3327000140","20140617T000000",235000,3,1.75,1190,7280,"1",0,0,4,7,1190,0,1968,0,"98092",47.3151,-122.19,1250,7800 +"7100000135","20140520T000000",330000,2,1,860,8308,"1",0,0,4,7,860,0,1948,0,"98146",47.5075,-122.377,1310,8308 +"2483200060","20140612T000000",678500,3,2,2460,6600,"1",0,2,4,8,1370,1090,1952,0,"98136",47.5215,-122.383,2150,6600 +"2592400550","20140709T000000",463000,4,2.5,1980,6660,"2",0,0,4,7,1980,0,1974,0,"98034",47.7158,-122.167,1980,7150 +"2113701200","20140912T000000",250000,2,1,670,4640,"1",0,0,3,6,670,0,1943,0,"98106",47.53,-122.351,870,4501 +"5249804510","20140716T000000",655000,3,2,1410,4800,"1.5",0,0,4,8,1410,0,1927,0,"98118",47.5597,-122.267,1820,7200 +"9264901040","20140516T000000",239900,4,2.25,1860,7000,"1",0,0,3,8,1120,740,1979,0,"98023",47.3127,-122.339,1990,8937 +"7967600069","20141117T000000",185000,3,1,980,9135,"1",0,0,3,7,980,0,1955,0,"98001",47.3496,-122.289,1780,9135 +"4219400520","20140616T000000",1.735e+006,4,2.25,3040,5000,"2",0,3,4,9,2080,960,1926,0,"98105",47.6565,-122.278,2870,5000 +"3810000202","20140905T000000",251700,3,2.25,1810,11800,"1",0,0,3,7,1240,570,1977,0,"98178",47.4997,-122.231,1810,5641 +"1226039129","20150209T000000",400000,4,2,1560,8250,"1",0,0,3,8,1320,240,1964,0,"98177",47.7565,-122.358,1870,8258 +"8146100370","20140904T000000",735000,4,1.75,2100,7960,"1",0,0,3,8,1340,760,1955,0,"98004",47.6079,-122.195,2060,7960 +"1224059053","20141027T000000",1.7e+006,5,2,2500,15250,"2",1,4,5,8,2500,0,1942,0,"98008",47.5883,-122.111,1880,18782 +"1623049041","20140508T000000",82500,2,1,520,22334,"1",0,0,2,5,520,0,1951,0,"98168",47.4799,-122.296,1572,10570 +"0098020140","20140708T000000",765000,4,4,3010,7221,"2",0,0,3,10,3010,0,2004,0,"98075",47.5833,-121.97,3490,7518 +"9510900070","20140923T000000",292500,4,1.75,2140,8162,"1",0,0,3,7,1420,720,1968,0,"98023",47.3096,-122.377,2040,7632 +"2473381090","20150325T000000",270000,3,2.25,2390,7000,"1",0,0,4,7,1990,400,1970,0,"98058",47.4568,-122.169,1610,7000 +"6378500105","20141224T000000",415000,2,1,1510,6807,"1",0,0,3,7,1090,420,1939,0,"98133",47.711,-122.353,1460,6807 +"3861400030","20141124T000000",950000,4,1.75,2210,19025,"1",0,0,4,7,1460,750,1952,0,"98004",47.5927,-122.203,2640,14999 +"0705700640","20140916T000000",353000,3,2.75,2170,8396,"2",0,0,3,7,2170,0,1995,0,"98038",47.3812,-122.023,2170,8378 +"2767603210","20141210T000000",670950,3,2.5,1790,2375,"3",0,0,3,8,1790,0,2007,0,"98107",47.6726,-122.38,1450,2400 +"3294700030","20140509T000000",280950,3,1.75,1390,8700,"1",0,3,4,7,840,550,1912,0,"98055",47.4725,-122.202,1390,10875 +"7524950830","20140527T000000",585000,3,1.75,1850,7735,"1",0,0,4,8,1850,0,1983,0,"98027",47.5608,-122.082,2220,7639 +"2124069078","20141211T000000",525000,2,1.5,1480,43645,"1",0,0,3,8,1480,0,1974,2006,"98027",47.5484,-122.045,1600,34326 +"5728000060","20140801T000000",605000,3,1.75,1850,8823,"1",0,0,4,8,1370,480,1973,0,"98008",47.6379,-122.112,1880,7580 +"2880100160","20141119T000000",1.01e+006,4,3.5,3350,3752,"2",0,0,3,9,2550,800,2007,0,"98117",47.6782,-122.365,1050,4960 +"4435000520","20140926T000000",245990,3,1,1040,8410,"1",0,0,3,7,1040,0,1942,2014,"98188",47.453,-122.289,1350,8410 +"8856900310","20150203T000000",535000,4,2.25,2810,12607,"2",0,0,3,10,2810,0,1985,0,"98058",47.4585,-122.13,2810,17400 +"4315700390","20140630T000000",410000,1,1.5,1010,5750,"1",0,0,3,7,1010,0,1911,1948,"98136",47.5411,-122.392,1230,5750 +"2095800520","20150424T000000",550000,3,2.5,2250,7752,"2",0,0,4,8,2250,0,1988,0,"98011",47.7489,-122.185,2080,7033 +"4193500140","20140911T000000",665000,3,1.75,1800,8000,"1",0,0,3,8,1800,0,1972,0,"98008",47.6357,-122.119,1950,8500 +"3582200200","20150427T000000",455000,3,1,2400,17239,"1",0,0,4,7,1890,510,1940,0,"98028",47.75,-122.245,2390,7350 +"9521100106","20140826T000000",440000,4,1,1780,4000,"1.5",0,0,3,7,1780,0,1922,0,"98103",47.6624,-122.354,1750,4000 +"7351000160","20140708T000000",332000,3,2.25,2120,14915,"1",0,0,3,9,1720,400,1979,0,"98001",47.3524,-122.285,2320,13100 +"5422420140","20140611T000000",280000,3,2.5,1860,6607,"2",0,0,3,7,1860,0,1989,0,"98023",47.2891,-122.351,1760,6766 +"7234601162","20140915T000000",570000,3,3.5,1460,1021,"2",0,0,3,8,1150,310,2006,0,"98122",47.6169,-122.309,1460,1245 +"6623400217","20140515T000000",250000,3,1,1230,10350,"1",0,0,4,7,1230,0,1957,0,"98055",47.428,-122.199,1510,10427 +"3354400060","20150501T000000",238000,2,1,1088,8453,"1",0,0,3,6,1088,0,1952,2009,"98001",47.2685,-122.231,1088,8016 +"0408100105","20141103T000000",265000,3,1,800,5760,"1",0,0,3,6,700,100,1949,0,"98155",47.7505,-122.317,1060,6628 +"7297700055","20150305T000000",306000,3,1,1190,10350,"1",0,0,4,7,1190,0,1959,0,"98028",47.7428,-122.244,1850,10500 +"8029740060","20150507T000000",345000,5,2.75,1940,4182,"1",0,0,3,7,1240,700,2002,0,"98056",47.4911,-122.17,1950,4182 +"1355200060","20140904T000000",765000,4,2.5,3300,10764,"1",0,0,4,9,1720,1580,1971,0,"98177",47.7119,-122.365,2290,10975 +"4136890560","20150430T000000",346300,4,2.5,2590,11018,"2",0,0,3,8,2590,0,1998,0,"98092",47.2634,-122.211,2400,8042 +"1320069271","20140612T000000",342500,3,2,2080,11375,"1",0,0,3,8,2080,0,2002,0,"98022",47.214,-121.993,1080,12899 +"9269260240","20150424T000000",501000,4,2.25,2680,5439,"2",0,0,3,7,2680,0,2000,0,"98011",47.7534,-122.218,2460,4473 +"1796381070","20140625T000000",270000,3,2.5,1670,8364,"1",0,0,4,7,1300,370,1990,0,"98042",47.369,-122.084,1490,8143 +"6840701125","20150422T000000",638000,3,1,1830,4400,"1.5",0,0,4,8,1720,110,1930,0,"98122",47.6052,-122.3,1650,4400 +"7443000640","20140912T000000",460000,3,1.75,1400,2003,"1",0,0,4,8,700,700,1908,2006,"98119",47.6508,-122.368,1370,1281 +"6344000060","20141015T000000",760000,4,1.75,2770,8521,"1",0,0,4,7,1470,1300,1953,0,"98004",47.6255,-122.199,1910,9380 +"3317500030","20150316T000000",1.085e+006,3,2.5,3630,11019,"1",0,0,4,9,2150,1480,1972,0,"98040",47.561,-122.226,3150,13555 +"2130702270","20140628T000000",234000,3,1,1040,8128,"1",0,0,3,6,1040,0,1983,0,"98019",47.7425,-121.981,1520,7500 +"3343301920","20150302T000000",1.65e+006,3,2.75,2690,8890,"2",1,4,4,10,2690,0,1975,1991,"98006",47.5487,-122.197,2940,8890 +"2688100075","20140506T000000",488000,5,2,2020,5000,"1.5",0,0,4,7,2020,0,1938,0,"98117",47.6949,-122.37,1510,6600 +"6448600060","20150226T000000",1.55e+006,5,2.5,2450,20805,"2",0,0,4,9,2450,0,1963,0,"98004",47.6275,-122.227,3020,20324 +"6619510060","20150327T000000",499000,4,3,2030,12675,"2",0,0,3,7,2030,0,1982,0,"98177",47.7689,-122.379,1990,7705 +"4058802105","20140904T000000",150000,3,1,1450,6776,"1",0,0,3,7,1450,0,1952,0,"98178",47.5056,-122.244,1680,7200 +"7212660640","20150326T000000",333000,4,2.5,2400,7270,"2",0,0,3,8,2400,0,1993,0,"98003",47.2697,-122.312,2150,6584 +"8026700105","20150218T000000",700000,4,2.75,2870,8625,"1",0,1,4,8,1860,1010,1959,0,"98155",47.7425,-122.289,2430,8479 +"8018600640","20140918T000000",275000,4,1,1340,22500,"1.5",0,0,3,7,1340,0,1926,0,"98168",47.489,-122.316,1620,10800 +"0623049315","20140701T000000",330000,3,2.5,1680,11312,"1",0,0,3,7,1080,600,1959,0,"98146",47.5051,-122.344,1390,10700 +"6632900340","20141124T000000",360000,4,2,1850,8827,"1",0,0,3,7,1850,0,1969,0,"98155",47.7406,-122.313,1310,6901 +"6798100070","20150511T000000",467000,3,1,1220,8040,"1.5",0,0,3,7,1220,0,1965,0,"98125",47.7133,-122.308,1360,8040 +"8644400060","20141029T000000",568000,3,2.5,2320,57063,"1",0,0,4,9,1790,530,1979,0,"98074",47.6163,-122.056,3290,7314 +"4388600030","20141103T000000",605000,5,2.25,3220,9603,"2",0,0,3,8,3220,0,1972,0,"98052",47.6474,-122.11,2260,10093 +"0629420260","20141002T000000",750000,4,2.75,3190,9023,"2",0,0,3,9,3190,0,2005,0,"98075",47.5898,-121.989,3159,5615 +"1117200550","20141014T000000",760000,3,2.75,3530,69834,"2",0,0,3,10,3530,0,1994,0,"98053",47.6377,-121.995,3560,74256 +"7461420060","20140804T000000",265000,3,1.75,2050,10519,"1",0,0,3,7,1240,810,1979,0,"98058",47.4257,-122.146,1770,9605 +"5566100060","20140718T000000",490000,3,1.75,1720,12540,"1",0,0,4,7,1720,0,1956,0,"98006",47.5699,-122.177,1440,11850 +"7714000340","20140619T000000",360000,4,2.5,2850,4650,"2",0,0,3,8,2850,0,2004,0,"98038",47.3552,-122.026,2850,4650 +"5149300400","20150206T000000",311750,4,2.25,2270,12000,"1",0,0,4,7,1290,980,1976,0,"98023",47.3287,-122.353,2030,23980 +"3815500045","20141003T000000",399000,3,2.25,1880,12473,"1",0,0,3,8,1420,460,1958,0,"98028",47.7623,-122.256,2300,10469 +"1843100520","20140725T000000",347000,4,2.5,2770,9751,"2",0,0,3,8,2770,0,1989,0,"98042",47.3739,-122.126,2370,6950 +"1329000030","20140904T000000",1.68e+006,4,3.75,4490,34982,"2",0,0,3,12,4490,0,1998,0,"98005",47.6406,-122.156,4470,37525 +"7853240560","20140903T000000",585000,4,2.5,3110,6479,"2",0,0,3,9,3110,0,2005,0,"98065",47.5408,-121.861,3110,7075 +"8078100260","20140912T000000",340000,4,2.5,2360,7475,"2",0,0,3,8,2360,0,1992,0,"98031",47.4052,-122.17,2280,7570 +"3905120830","20150415T000000",612000,3,2.5,2180,5496,"2",0,0,3,8,2180,0,1994,0,"98029",47.5723,-122.007,2120,5496 +"1442800400","20140628T000000",230000,2,1.75,1910,3376,"2",0,0,3,8,1910,0,1980,0,"98038",47.3733,-122.057,1470,3623 +"3905000200","20140509T000000",604000,4,2.5,2260,7753,"2",0,0,3,9,2260,0,1989,0,"98029",47.5752,-121.995,2690,8924 +"4399200075","20140703T000000",250000,3,1.75,1770,8868,"1",0,0,4,7,1770,0,1959,0,"98002",47.3188,-122.212,1630,9706 +"1545802830","20150309T000000",258500,3,2,1460,7930,"1",0,0,3,7,1460,0,1989,0,"98038",47.359,-122.049,1630,7930 +"1370804100","20150324T000000",783000,4,2.75,2080,5000,"1",0,0,5,8,1470,610,1940,0,"98199",47.6422,-122.403,1970,5000 +"0269000240","20141030T000000",1.05e+006,5,2.25,2960,7680,"1",0,2,5,8,1550,1410,1958,0,"98199",47.6456,-122.389,2860,7680 +"2619920030","20150318T000000",760000,4,2.5,3220,4031,"2",0,0,3,9,3220,0,2002,0,"98033",47.688,-122.163,3150,5083 +"3438500339","20140526T000000",276000,3,1,1140,5000,"1",0,0,3,7,1140,0,1960,0,"98106",47.5535,-122.362,1140,5000 +"8563001070","20150323T000000",550000,4,2,1660,12377,"1",0,0,3,8,1660,0,1966,0,"98008",47.6231,-122.102,1820,8968 +"4427100105","20150428T000000",398000,4,1,1430,6240,"1.5",0,0,5,7,1430,0,1953,0,"98125",47.7272,-122.311,1410,6240 +"2767800140","20150313T000000",775000,3,3,1820,4300,"1.5",0,0,4,8,1620,200,1914,1983,"98107",47.6711,-122.364,1440,4300 +"2600140070","20150409T000000",1.0275e+006,4,3,3540,10202,"2",0,0,3,8,2720,820,1988,0,"98006",47.5471,-122.155,2780,10714 +"7231501610","20141023T000000",327000,4,1,1620,6000,"1.5",0,0,5,7,1620,0,1905,0,"98055",47.4763,-122.206,1310,6000 +"2787250240","20150421T000000",564500,4,2.75,3100,14568,"2",0,0,3,8,3100,0,1995,0,"98019",47.7302,-121.974,2860,14396 +"5309100295","20141017T000000",782000,4,1.75,1500,6820,"1.5",0,0,5,7,1500,0,1905,0,"98117",47.6794,-122.37,1360,4125 +"2781260370","20150128T000000",398000,4,2.5,2820,5510,"2",0,0,3,9,2820,0,2005,0,"98038",47.3477,-122.024,2820,5510 +"1926059155","20150130T000000",257000,3,1.75,1850,10920,"1.5",0,0,3,6,1850,0,1915,0,"98034",47.7244,-122.222,1510,7871 +"7137900960","20140625T000000",235000,4,2,1570,9415,"2",0,0,4,7,1570,0,1984,0,"98092",47.3168,-122.174,1550,8978 +"2817100570","20140627T000000",453000,4,2.75,2300,37533,"1",0,3,5,8,1550,750,1979,0,"98070",47.3714,-122.431,2130,10092 +"3886902445","20150316T000000",535000,2,1,920,9000,"1",0,0,1,6,920,0,1954,0,"98033",47.6831,-122.189,1760,8400 +"2215902010","20140507T000000",275000,3,2.5,1600,7000,"2",0,0,4,8,1600,0,1993,0,"98038",47.3534,-122.057,1700,7000 +"1778350270","20140915T000000",665000,3,2.5,2630,10047,"2",0,0,3,9,2630,0,1996,0,"98027",47.5515,-122.083,2640,10620 +"1449000270","20140806T000000",670000,4,2.75,3020,13530,"1",0,0,4,8,1540,1480,1977,0,"98052",47.6299,-122.099,2230,11896 +"3755100520","20150427T000000",465000,3,1.75,1490,10757,"1",0,0,3,7,1060,430,1966,0,"98034",47.72,-122.229,1490,10609 +"8651441620","20141023T000000",210000,3,1.5,1160,5200,"1",0,0,5,7,1160,0,1970,0,"98042",47.364,-122.094,1170,5200 +"1321970240","20141204T000000",265000,4,2.5,2040,4443,"2",0,0,3,8,2040,0,2001,0,"98092",47.3182,-122.189,2040,4637 +"6816300060","20150413T000000",426000,2,2.5,1550,2657,"2",0,0,4,8,1550,0,1987,0,"98033",47.7034,-122.188,1570,2442 +"8563000520","20141029T000000",529219,4,2.25,1990,7610,"1",0,0,4,8,1290,700,1966,0,"98008",47.6236,-122.103,1820,8198 +"3663000070","20140708T000000",600000,3,2.25,1900,46609,"1.5",0,0,4,7,1440,460,1969,0,"98072",47.7529,-122.116,2460,43560 +"0255400070","20140701T000000",875000,5,3.5,3840,8279,"2",0,0,3,9,3840,0,2001,0,"98074",47.6039,-122.059,3570,8279 +"0269000070","20150106T000000",608000,4,3,2400,7680,"1",0,0,3,7,1200,1200,1956,0,"98199",47.6466,-122.389,2670,6342 +"1163400070","20141112T000000",220000,3,1,1660,21514,"1",0,0,4,7,1660,0,1973,0,"98022",47.2159,-121.964,1660,21600 +"4139420370","20140811T000000",1.76e+006,4,5,6055,21630,"1",0,3,4,12,3555,2500,1996,0,"98006",47.5524,-122.112,4890,19223 +"2599200160","20140818T000000",295450,3,2,2030,17120,"1",0,2,4,8,1890,140,1966,0,"98092",47.2953,-122.185,1870,13662 +"1704900135","20141111T000000",315000,2,1,840,5087,"1",0,0,3,7,840,0,1925,0,"98118",47.5557,-122.278,1590,5087 +"6648701420","20150213T000000",205000,4,2,1450,8175,"1",0,0,4,7,1450,0,1967,0,"98031",47.3933,-122.195,1570,9024 +"6123000070","20140709T000000",310000,3,1.5,1460,9908,"1",0,0,3,7,1460,0,1952,0,"98148",47.4275,-122.331,1420,9582 +"7015200136","20150503T000000",1e+006,5,1,2010,5210,"1.5",0,0,3,9,1890,120,1927,0,"98119",47.6501,-122.37,2330,5000 +"5104531820","20140602T000000",525000,4,2.5,2910,7631,"2",0,2,3,9,2910,0,2006,0,"98038",47.3552,-122.001,3190,5552 +"6620400631","20140709T000000",284000,4,1.75,1880,8800,"1",0,0,3,7,1130,750,1960,0,"98168",47.5137,-122.333,1340,8733 +"3582500240","20140514T000000",510000,3,1.75,2170,26460,"1",0,0,3,8,1450,720,1986,0,"98074",47.6147,-122.045,2090,29075 +"1529300160","20140619T000000",405000,2,1,1260,4377,"1",0,0,4,7,1260,0,1947,0,"98103",47.6988,-122.354,1420,6376 +"4027700844","20140916T000000",509950,3,2.5,1970,9153,"2",0,0,3,8,1970,0,2007,0,"98028",47.7698,-122.268,1800,9800 +"0425069139","20141027T000000",600000,4,2.25,2090,45738,"2",0,0,3,8,2090,0,1987,0,"98053",47.6876,-122.049,3420,45738 +"3047700105","20150423T000000",990000,4,3.75,3450,4940,"2",0,0,3,10,2570,880,2006,0,"98103",47.692,-122.338,1880,5387 +"2976800550","20150414T000000",280005,3,1.5,1130,7200,"1",0,0,3,7,1130,0,1954,0,"98178",47.5041,-122.253,1130,7200 +"6151800070","20140903T000000",700000,3,1.75,2600,7668,"1",0,0,4,8,1300,1300,1968,0,"98010",47.3402,-122.046,1980,13664 +"4364700105","20140804T000000",330000,3,1,1030,7620,"1",0,0,3,7,1030,0,1953,0,"98126",47.5281,-122.375,1030,7560 +"7893804845","20150223T000000",340000,2,1,1700,6718,"1",0,2,3,7,1230,470,1956,0,"98198",47.4131,-122.331,2040,7500 +"7694800070","20140818T000000",468000,2,2.5,1480,2167,"2",0,0,3,8,1390,90,2007,0,"98052",47.6658,-122.132,2130,2556 +"1922000070","20140609T000000",1.339e+006,4,2.5,4250,19387,"2",0,2,4,9,3260,990,1972,0,"98040",47.5578,-122.212,3690,17024 +"4035900060","20140919T000000",515000,3,1.75,1600,20873,"1",0,0,3,8,1600,0,1955,0,"98006",47.5632,-122.182,2640,18364 +"8880600070","20141112T000000",245000,4,2,1870,8750,"1",0,2,3,7,1870,0,1977,0,"98022",47.1985,-122.001,1770,8207 +"0739800070","20140527T000000",265000,3,2.5,1440,7741,"1",0,0,4,7,1000,440,1983,0,"98031",47.4042,-122.194,1680,7316 +"1561910270","20150317T000000",372400,3,2.5,2720,11937,"2",0,0,3,9,2720,0,1990,0,"98031",47.4185,-122.212,2590,9683 +"7305300370","20150504T000000",390000,3,1.5,1240,8410,"1",0,0,5,6,1240,0,1948,0,"98155",47.753,-122.328,1630,8410 +"7345000340","20150203T000000",208000,3,1,1020,6120,"1",0,0,4,7,1020,0,1967,0,"98002",47.278,-122.205,1370,8000 +"3971701455","20141003T000000",273000,2,0.5,1180,7750,"1",0,0,4,6,590,590,1945,0,"98155",47.769,-122.316,1380,8976 +"8035350260","20141009T000000",455000,5,3.5,3080,7759,"2",0,0,3,8,2310,770,2003,0,"98019",47.7454,-121.977,2980,8223 +"0104550520","20150330T000000",270000,4,2.5,1750,6397,"2",0,0,3,7,1750,0,1988,0,"98023",47.3082,-122.358,1940,6502 +"4037400295","20140730T000000",618000,4,2.25,2530,8736,"1",0,0,4,7,1210,1320,1958,0,"98008",47.6049,-122.126,1720,8500 +"5413200140","20141021T000000",213550,3,2.5,1580,8541,"2",0,0,3,7,1580,0,1990,0,"98001",47.3334,-122.289,1640,7542 +"0522049104","20140729T000000",210000,5,1.75,2340,9148,"2",0,0,3,7,2340,0,1957,0,"98198",47.4232,-122.324,1390,10019 +"3859900060","20150112T000000",2.75e+006,5,4,6300,16065,"2",0,1,3,12,4360,1940,2004,0,"98004",47.5922,-122.207,3260,17287 +"6145601715","20141215T000000",403500,4,2.75,2400,3844,"1",0,0,5,7,1200,1200,1974,0,"98133",47.7027,-122.347,1100,3844 +"1645000310","20150225T000000",235000,3,1.5,1300,7600,"1",0,0,4,7,1300,0,1963,0,"98022",47.2083,-122.005,1570,7600 +"7471900045","20150421T000000",287500,3,2,1760,7147,"1",0,0,4,6,880,880,1936,0,"98055",47.4799,-122.232,1720,7147 +"7697100030","20140929T000000",546800,4,1.5,1520,5910,"1",0,0,3,7,1020,500,1946,0,"98115",47.6904,-122.295,1710,5910 +"3313600340","20140616T000000",183000,3,1.75,1070,8100,"1",0,0,4,6,1070,0,1957,0,"98002",47.2853,-122.22,1260,8100 +"1921069082","20140512T000000",560000,3,2,2560,216777,"1",0,0,3,8,2560,0,1986,0,"98092",47.295,-122.086,2360,108463 +"4263200030","20141205T000000",299500,3,1,1280,6726,"1",0,0,3,6,1280,0,1958,0,"98144",47.5724,-122.301,1630,5000 +"6918700370","20141027T000000",610000,4,2.25,1660,7350,"1",0,0,3,8,1660,0,1965,2014,"98008",47.6263,-122.124,1790,7455 +"8125200483","20140609T000000",288350,3,1.5,1860,7963,"1",0,0,3,7,1200,660,1963,0,"98188",47.4513,-122.268,1800,10400 +"1930301555","20140701T000000",500000,2,1,950,4500,"1",0,2,3,7,850,100,1926,0,"98103",47.6562,-122.354,1670,4000 +"7974200776","20141205T000000",625000,4,2.75,2140,4000,"1",0,0,3,7,1190,950,1951,0,"98115",47.6792,-122.287,2140,4770 +"2719100013","20150429T000000",418000,2,1.5,1480,1349,"2",0,0,3,7,1240,240,2007,0,"98136",47.5439,-122.386,1550,1349 +"7234601544","20140825T000000",660000,3,3,2260,1825,"2",0,0,3,8,1660,600,2002,0,"98122",47.6108,-122.308,2260,1834 +"5652601455","20140623T000000",775000,4,2.5,2300,6158,"2",0,0,3,9,2300,0,1999,0,"98115",47.6943,-122.299,2170,6434 +"2558600060","20150123T000000",429500,3,2.75,1650,7272,"1",0,0,4,7,1230,420,1972,0,"98034",47.7232,-122.174,1770,7272 +"5017000575","20141124T000000",569000,3,2,1990,3000,"1.5",0,0,3,7,1230,760,1908,1970,"98112",47.6272,-122.29,1600,4080 +"2796100160","20140520T000000",250000,4,2,1960,7560,"1",0,0,5,7,1160,800,1978,0,"98031",47.4081,-122.178,1950,7560 +"5470100270","20141209T000000",225000,3,1.5,1310,10491,"1",0,0,4,7,1310,0,1969,0,"98042",47.3682,-122.148,1430,9664 +"6112300140","20140514T000000",530000,4,2.75,2450,15002,"1",0,0,5,9,2450,0,1974,0,"98166",47.4268,-122.343,2650,15055 +"4024101715","20140905T000000",306000,3,1,910,8658,"1",0,0,3,7,910,0,1955,0,"98155",47.7586,-122.303,1170,10200 +"3205100060","20150413T000000",517100,3,1.75,1580,9719,"1",0,0,5,7,1580,0,1962,0,"98056",47.5396,-122.18,1760,8539 +"4450700030","20140822T000000",354950,3,1.75,1780,9689,"1",0,0,3,7,1130,650,1976,0,"98072",47.7628,-122.163,1660,9786 +"7920100083","20150414T000000",348000,3,1.5,1040,1824,"1",0,0,3,6,1040,0,1925,0,"98115",47.6793,-122.3,1010,5100 +"1774350160","20140718T000000",522250,4,2.5,2340,41600,"1",0,0,3,8,1640,700,1977,0,"98077",47.7466,-122.077,2340,34960 +"2115510340","20140604T000000",275000,3,2.5,1720,8755,"1",0,0,3,8,1000,720,1983,0,"98023",47.3186,-122.391,1720,8690 +"8901000445","20141218T000000",390000,3,1.5,1600,10440,"1",0,0,3,7,1600,0,1954,0,"98125",47.7109,-122.311,1600,8816 +"6121800060","20140910T000000",260000,3,1.5,1320,9750,"1",0,0,3,7,1320,0,1954,0,"98148",47.4267,-122.331,1530,9750 +"8712100320","20140728T000000",585000,5,2.75,2350,4178,"1.5",0,0,3,8,1520,830,1922,2015,"98112",47.6388,-122.3,1920,4178 +"2979800520","20140603T000000",605000,5,2.75,2740,5616,"1.5",0,0,5,7,1670,1070,1925,0,"98115",47.6866,-122.317,1600,4592 +"2331540070","20140703T000000",342000,4,2.5,2300,6448,"2",0,0,3,8,2300,0,2001,0,"98030",47.3813,-122.204,1860,5872 +"6345000160","20140827T000000",900000,5,3,4350,37169,"2",0,0,3,10,2950,1400,1972,0,"98005",47.6518,-122.16,3280,41631 +"5126950340","20150330T000000",252000,3,1.75,1430,7700,"1",0,0,4,7,980,450,1981,0,"98031",47.3993,-122.183,1430,8625 +"5152100160","20150219T000000",357000,3,1.75,2400,14012,"1",0,0,3,9,2400,0,1971,0,"98003",47.3371,-122.325,2800,13988 +"3298201290","20141224T000000",370000,3,1,940,7910,"1",0,0,4,6,940,0,1959,0,"98008",47.6181,-122.117,1000,7700 +"0428000055","20150406T000000",322500,3,1,1020,13504,"1",0,0,5,7,1020,0,1959,0,"98056",47.5121,-122.17,1110,11158 +"8698600055","20140620T000000",210000,2,2,1680,5756,"2",0,0,4,7,1680,0,1910,0,"98002",47.3065,-122.222,1340,5447 +"3034200885","20141208T000000",290000,2,1,1340,9840,"1",0,0,3,7,1340,0,1949,0,"98133",47.7202,-122.339,1610,8949 +"2538400060","20140612T000000",860000,4,3.25,3960,7012,"2",0,0,3,10,3960,0,2005,0,"98075",47.5854,-122.08,3680,8522 +"3145600045","20150225T000000",302000,6,2,2650,4621,"1.5",0,0,3,8,2650,0,1911,0,"98118",47.5543,-122.275,1640,4879 +"7183000070","20140821T000000",369160,4,2.25,2120,9680,"2",0,2,4,8,2120,0,1965,0,"98003",47.3367,-122.332,2360,9647 +"6788200800","20150507T000000",1.185e+006,4,2.75,2850,3000,"2.5",0,0,3,9,2530,320,2003,0,"98112",47.6406,-122.304,2083,4500 +"0824059083","20140902T000000",993000,4,2,2850,14810,"2",0,0,5,8,2490,360,1954,0,"98004",47.5892,-122.203,2430,10454 +"2724069117","20141114T000000",380000,6,2,1870,6969,"1",0,0,4,7,1870,0,1968,0,"98027",47.5342,-122.036,1500,6969 +"9157600060","20140910T000000",635000,4,2,2660,8160,"1",0,0,4,7,1380,1280,1949,0,"98177",47.7229,-122.359,1660,8160 +"0943100262","20141030T000000",260000,3,1,1190,11120,"1",0,0,3,6,1190,0,1947,0,"98024",47.5687,-121.898,1230,12720 +"3810000465","20140520T000000",243000,2,1,1770,5522,"1.5",0,0,4,7,960,810,1943,0,"98178",47.4974,-122.231,1830,7378 +"2451000070","20150402T000000",1.4e+006,4,2.5,2770,8879,"2",0,0,3,9,2770,0,2001,0,"98004",47.5831,-122.193,2770,8882 +"7640400070","20140915T000000",665000,4,2.5,2080,8100,"1",0,2,5,8,1220,860,1952,0,"98177",47.7228,-122.369,2090,8100 +"7732410370","20140909T000000",898000,5,2.25,2700,9000,"2",0,0,5,9,2700,0,1987,0,"98007",47.6599,-122.146,2630,9000 +"3253500030","20140725T000000",583000,4,2.75,2200,9453,"1",0,0,5,8,1100,1100,1955,0,"98144",47.5744,-122.305,1390,5355 +"2128000160","20141204T000000",429000,4,1.75,2160,7700,"2",0,0,2,8,2160,0,1977,0,"98033",47.6976,-122.169,2080,7700 +"3764650070","20141216T000000",471000,3,2.5,2010,4059,"2",0,0,3,8,2010,0,1998,0,"98034",47.7317,-122.197,2010,5779 +"1118000465","20150312T000000",1.81e+006,3,3.5,3780,8295,"2",0,0,3,9,2430,1350,1951,0,"98112",47.6394,-122.29,3780,9127 +"2622059062","20141015T000000",739500,3,3.25,4460,51177,"2",0,0,3,9,4460,0,2005,0,"98042",47.3648,-122.143,2670,38925 +"2211700160","20140512T000000",450000,3,1.5,1770,17208,"1",0,0,3,8,1160,610,1959,0,"98006",47.5659,-122.117,2450,17118 +"9376301180","20150408T000000",552500,3,1,1430,5000,"1",0,0,3,7,1430,0,1949,0,"98117",47.6895,-122.37,1210,5000 +"2203500570","20150217T000000",437000,4,1.75,1700,10642,"1",0,0,4,7,850,850,1954,0,"98006",47.5674,-122.142,1610,11200 +"3634100030","20150109T000000",270000,4,2,1830,5220,"1.5",0,0,3,7,1830,0,1951,0,"98118",47.5331,-122.278,1760,5757 +"2599200830","20140716T000000",226740,3,1.5,1410,8800,"1",0,0,4,7,1410,0,1965,0,"98092",47.2927,-122.183,2180,10108 +"4140090370","20150218T000000",446500,4,2.5,3060,7920,"1",0,0,3,8,1810,1250,1974,0,"98028",47.7675,-122.261,2690,7767 +"2320069083","20141125T000000",283000,3,2,1820,15068,"2",0,2,3,7,1520,300,1920,2014,"98022",47.2103,-121.999,1490,9589 +"6893300295","20140715T000000",445000,4,1.75,2430,13211,"1.5",0,0,4,7,2430,0,1909,1978,"98024",47.5245,-121.926,1330,10500 +"7454000030","20140816T000000",250000,2,1,740,6840,"1",0,0,5,6,740,0,1942,0,"98126",47.5172,-122.375,740,6840 +"7454001090","20150309T000000",307000,3,1,770,6552,"1",0,0,3,6,670,100,1942,0,"98146",47.5133,-122.372,920,7200 +"2944500340","20140721T000000",315000,4,2.75,2200,8580,"1",0,0,3,8,1860,340,1991,0,"98023",47.295,-122.37,2290,7816 +"2346800270","20150106T000000",555000,3,3,2920,23085,"1.5",0,2,3,7,1540,1380,1908,0,"98136",47.5159,-122.395,2270,18180 +"2796100640","20150424T000000",264900,4,2.5,2040,7000,"1",0,0,3,7,1250,790,1979,0,"98031",47.4056,-122.176,1900,7378 +"0993000046","20140922T000000",510000,3,2,1600,4510,"1",0,0,3,7,990,610,1978,0,"98103",47.6939,-122.34,1580,4561 +"2333230270","20140814T000000",328000,4,2.5,1990,3980,"2",0,0,3,7,1990,0,2002,0,"98058",47.4445,-122.17,1990,4373 +"5104510340","20150504T000000",358000,4,2.5,1830,7308,"2",0,0,3,7,1830,0,2002,0,"98038",47.3565,-122.015,1830,5692 +"2517000700","20150421T000000",325000,3,2.5,2540,4260,"2",0,0,3,7,2540,0,2005,0,"98042",47.3989,-122.164,2190,4260 +"1724069062","20140714T000000",1.365e+006,2,3.25,2700,3444,"3",1,3,3,9,2700,0,1990,0,"98075",47.5684,-122.06,2710,3444 +"5556800260","20150305T000000",230000,4,2,1440,10800,"1",0,0,4,7,1440,0,1967,0,"98001",47.3417,-122.283,1190,7380 +"2771603610","20150423T000000",545000,3,2,1550,4000,"1",0,0,3,7,940,610,1955,0,"98199",47.6379,-122.387,1880,4000 +"3629910240","20140505T000000",705380,3,2.5,2490,4343,"2",0,0,3,9,2490,0,2003,0,"98029",47.5493,-121.993,2130,4106 +"5634500036","20140820T000000",459000,5,2.5,2650,12987,"1",0,0,4,7,1350,1300,1979,0,"98028",47.7482,-122.244,2160,12726 +"2887703066","20140528T000000",815000,4,2.25,2000,3800,"2",0,0,3,8,2000,0,2001,0,"98115",47.6852,-122.311,1610,3800 +"3185600055","20140611T000000",495000,6,5,3440,4500,"2",0,0,3,8,3280,160,2007,0,"98055",47.4871,-122.219,1400,5500 +"1421069159","20141110T000000",520000,3,2.5,2280,58712,"2.5",0,3,3,9,2280,0,1987,0,"98010",47.3053,-122,2240,24332 +"0476000335","20141217T000000",430000,2,1.5,1320,1194,"3",0,0,3,7,1320,0,2001,0,"98107",47.6704,-122.39,1320,1250 +"0251300260","20140515T000000",255000,4,2.5,2070,7800,"2",0,0,3,8,2070,0,1989,0,"98003",47.3487,-122.315,1950,7815 +"2887700140","20140707T000000",588000,3,2,1860,4777,"2",0,0,5,7,1860,0,1908,0,"98115",47.6892,-122.311,1580,3822 +"3298201170","20141110T000000",350000,3,1,940,7811,"1",0,0,3,6,940,0,1959,0,"98008",47.6195,-122.118,1180,7490 +"2024059084","20150313T000000",625000,4,2.75,2290,21486,"1",0,2,5,7,2290,0,1963,0,"98006",47.5515,-122.189,2540,15936 +"7229700105","20150424T000000",172500,2,2,1510,20685,"1",0,0,2,6,1250,260,1958,0,"98059",47.481,-122.116,1490,29527 +"2313900560","20140825T000000",554000,3,2,1830,3500,"1.5",0,0,5,7,1290,540,1909,0,"98116",47.573,-122.383,1530,4000 +"6192400400","20140728T000000",775000,4,2.5,3090,7112,"2",0,0,3,9,3090,0,2001,0,"98052",47.705,-122.118,3050,6000 +"1425069116","20141107T000000",1.1875e+006,4,3.5,4340,217800,"2",0,0,3,11,4340,0,2003,0,"98053",47.6471,-122.013,3430,219106 +"3582900200","20141028T000000",618000,3,2.75,3200,12682,"2",0,1,3,9,3200,0,1977,0,"98028",47.7443,-122.26,2880,10432 +"0243000335","20140929T000000",305000,4,1,1560,8450,"1.5",0,0,4,6,1560,0,1954,0,"98166",47.4552,-122.354,1380,8100 +"7760400350","20141205T000000",232000,3,2,1280,13356,"1",0,0,3,7,1280,0,1994,0,"98042",47.3715,-122.074,1590,8071 +"0128500260","20140508T000000",262000,4,2.5,2020,6236,"2",0,0,3,7,2020,0,2002,0,"98001",47.2796,-122.247,1940,5076 +"1697000370","20150325T000000",234000,3,1,1040,8122,"1",0,0,5,7,1040,0,1971,0,"98198",47.3731,-122.312,1470,8676 +"8902000267","20150402T000000",500000,4,2.75,2260,7209,"1",0,3,3,7,1330,930,2002,0,"98125",47.7088,-122.302,1790,10860 +"1218000030","20140827T000000",278000,3,1,860,7632,"1",0,0,3,6,860,0,1920,0,"98166",47.4623,-122.345,890,7632 +"6099400140","20140904T000000",230000,5,1,1920,19040,"1",0,0,3,7,1160,760,1961,0,"98168",47.4756,-122.294,1920,11520 +"5710600030","20140922T000000",500000,4,1.75,2290,9215,"1",0,0,5,8,1270,1020,1969,0,"98027",47.5328,-122.051,2290,10200 +"7304300570","20140519T000000",366500,4,2.75,2070,9300,"1",0,0,5,7,1120,950,1945,0,"98155",47.7416,-122.32,1010,8308 +"1702901180","20140611T000000",665000,6,3,4250,4400,"2.5",0,0,4,7,3020,1230,1902,0,"98118",47.5584,-122.283,1520,4950 +"3508100135","20150316T000000",1.101e+006,3,1.5,2220,4830,"2",0,3,3,9,1790,430,1928,2010,"98116",47.5825,-122.4,1670,4830 +"4443800030","20141201T000000",575000,2,1.75,1840,4076,"1",0,0,3,8,1140,700,1957,0,"98117",47.6875,-122.393,1540,4076 +"2553300140","20141103T000000",674750,4,2.5,2590,9753,"2",0,0,3,10,2590,0,1993,0,"98075",47.5848,-122.027,2800,9917 +"4154300465","20140916T000000",719000,5,2,3110,6131,"1",0,0,5,7,1560,1550,1940,0,"98118",47.5615,-122.279,1720,6600 +"3623029045","20140925T000000",482000,3,1.75,2600,105587,"1",0,0,4,7,1300,1300,1980,0,"98070",47.4464,-122.497,1941,208438 +"9371700125","20140528T000000",254000,2,1,1060,8187,"1",0,0,4,6,1060,0,1952,0,"98133",47.7508,-122.349,1260,8188 +"4443800810","20140819T000000",443725,3,1.75,1250,3880,"1",0,0,4,7,750,500,1944,0,"98117",47.6869,-122.392,1240,3880 +"1330900570","20141106T000000",575000,4,2.5,2520,35636,"2",0,0,3,8,2520,0,1980,0,"98053",47.652,-122.031,2230,35673 +"4017110200","20150127T000000",469000,3,2.25,2070,9957,"1",0,0,3,8,1440,630,1977,0,"98155",47.7766,-122.277,2070,10158 +"0303000445","20140523T000000",175000,2,1,1300,44431,"1",0,0,5,6,1300,0,1958,0,"98001",47.327,-122.267,1470,14850 +"7857003505","20140909T000000",437000,5,2,2190,8316,"1",0,0,3,7,1390,800,1961,0,"98108",47.5488,-122.298,2010,8316 +"4027701291","20140820T000000",550000,4,3,2760,13113,"1",0,0,4,8,1760,1000,1974,0,"98028",47.7669,-122.268,1900,13113 +"3831200200","20150420T000000",172040,3,2.25,1710,7134,"1",0,0,4,7,1130,580,1979,0,"98031",47.3911,-122.191,1790,7455 +"4123830070","20141224T000000",363000,3,2,1750,7000,"1",0,0,3,8,1750,0,1993,0,"98038",47.3693,-122.041,1840,6969 +"8946750140","20150430T000000",282000,3,2.25,1552,3600,"2",0,0,3,7,1552,0,2012,0,"98092",47.3198,-122.178,1677,3600 +"7129300400","20140814T000000",400000,6,2,2350,6554,"2",0,1,3,8,2000,350,1905,0,"98178",47.5115,-122.256,1560,6554 +"2126059234","20140924T000000",650000,5,3.5,5110,10018,"2",0,0,3,10,3850,1260,2003,0,"98034",47.7261,-122.17,1790,10018 +"0621069074","20140603T000000",365000,3,2.5,1720,99916,"2",0,0,4,7,1720,0,1990,0,"98042",47.3391,-122.093,1340,73180 +"7879600070","20141024T000000",269950,4,2.5,1960,7230,"2",0,0,3,8,1960,0,2002,0,"98023",47.2855,-122.36,1850,7208 +"6151800486","20140718T000000",260000,2,1,1270,19602,"1",0,0,3,6,1270,0,1977,0,"98010",47.3375,-122.048,1270,17699 +"8581200160","20141024T000000",193000,3,1.5,1180,7000,"1",0,0,4,7,1180,0,1977,0,"98023",47.2959,-122.373,1630,7500 +"2395710070","20140725T000000",340000,4,2.25,2230,6791,"2",0,0,3,8,2230,0,2005,0,"98038",47.3769,-122.028,2420,6297 +"6669100070","20140512T000000",900000,4,3.25,4700,38412,"2",0,0,3,10,3420,1280,1978,0,"98005",47.6445,-122.167,3640,35571 +"8856920070","20141021T000000",371000,3,2.5,2150,8361,"2",0,0,3,8,2150,0,1991,0,"98058",47.4627,-122.129,2150,9368 +"0323089084","20140827T000000",592000,3,2.5,2400,81892,"2",0,0,3,8,2400,0,1985,0,"98045",47.5028,-121.769,1370,37270 +"0798000342","20140815T000000",300000,3,2.5,1830,12750,"2",0,0,3,7,1830,0,1991,0,"98168",47.5003,-122.328,1610,10000 +"5104511840","20140827T000000",449950,4,3,2800,6977,"2",0,0,3,8,2800,0,2003,0,"98038",47.3542,-122.014,2800,6600 +"5205000400","20141022T000000",299500,3,2.5,2090,7163,"2",0,0,3,8,2090,0,1989,0,"98003",47.2735,-122.295,2320,8634 +"8565900160","20150326T000000",995000,4,2.25,2340,13406,"1",0,0,4,9,2340,0,1963,0,"98040",47.5377,-122.221,2340,10743 +"4302700445","20140923T000000",335000,4,1.75,1670,9472,"1",0,0,3,7,1100,570,1960,0,"98106",47.5299,-122.357,1080,5195 +"2413300240","20141110T000000",280000,4,2.25,1990,7350,"1",0,0,4,8,1180,810,1978,0,"98003",47.3258,-122.328,2030,7210 +"9477201620","20140516T000000",446000,4,2.25,2270,7800,"1",0,0,3,7,1290,980,1977,0,"98034",47.7278,-122.192,1480,7280 +"3395000070","20140927T000000",1.5445e+006,4,2.75,4910,15139,"1",0,0,4,10,2560,2350,1964,0,"98004",47.6444,-122.22,3980,15139 +"3336000791","20150407T000000",325000,3,1,950,4500,"1",0,0,4,6,950,0,1943,0,"98118",47.5273,-122.265,1140,4500 +"1087700030","20140619T000000",450000,3,1.75,1610,11200,"1",0,0,3,7,1610,0,1955,0,"98033",47.6641,-122.176,1610,11200 +"8856970570","20141027T000000",322500,4,2.5,1940,7107,"2",0,0,3,7,1940,0,2000,0,"98038",47.3843,-122.032,1850,5705 +"2206700295","20140915T000000",453000,3,1,1210,9473,"1",0,0,5,7,1210,0,1955,0,"98006",47.5637,-122.139,1700,11465 +"0293910030","20141008T000000",655000,4,2.5,2570,4412,"2",0,0,3,9,2570,0,2001,0,"98034",47.7076,-122.232,2460,5470 +"9547205660","20150504T000000",603000,3,2.25,1700,2800,"2",0,0,5,7,1150,550,1926,0,"98115",47.6819,-122.311,1500,3400 +"8856004400","20140902T000000",235000,4,1,1610,24000,"1.5",0,0,3,6,1610,0,1947,0,"98001",47.2751,-122.252,1270,9600 +"3888100128","20140728T000000",968933,4,3.5,4120,7304,"2",0,0,3,11,3070,1050,2006,0,"98033",47.681,-122.167,2470,9600 +"8562900240","20141114T000000",1.015e+006,3,3.5,2880,11340,"1",0,0,3,8,1690,1190,1980,2013,"98074",47.6113,-122.058,2530,11340 +"1088000030","20141203T000000",435000,4,2.25,1990,8548,"2",0,0,3,8,1990,0,1973,0,"98033",47.667,-122.178,2320,8926 +"1545800640","20140618T000000",242000,3,2,1260,8092,"1",0,0,3,7,1260,0,1986,0,"98038",47.3635,-122.054,1950,8092 +"3020079078","20141027T000000",487000,6,3.25,4750,248600,"2",0,0,4,8,4750,0,1947,0,"98022",47.1879,-121.973,2230,311610 +"0011520640","20140801T000000",810000,4,2.75,3010,10450,"2",0,0,3,9,3010,0,1996,0,"98052",47.6979,-122.112,3010,10530 +"3407700046","20140624T000000",625000,3,2.5,2410,64073,"1",0,0,4,8,1820,590,1976,0,"98072",47.7457,-122.141,2980,48760 +"7696600240","20141023T000000",165000,3,1.5,1280,7742,"1",0,0,3,7,1280,0,1973,0,"98001",47.3323,-122.276,1566,7696 +"3904100106","20150427T000000",335000,3,1,2320,6750,"1",0,0,3,7,1160,1160,1960,0,"98118",47.5327,-122.276,1230,6075 +"7849201600","20140724T000000",286700,3,1,1220,6600,"1",0,0,3,6,1220,0,1958,0,"98065",47.5297,-121.827,1100,6600 +"8924100111","20150424T000000",699000,2,1.5,1400,4050,"1",0,0,4,8,1400,0,1954,0,"98115",47.6768,-122.269,1900,5940 +"2221000070","20150327T000000",280000,3,1.75,1590,7280,"1",0,0,3,7,1140,450,1974,0,"98058",47.4288,-122.153,1590,9634 +"8078350030","20140602T000000",580000,4,2.5,2220,7064,"2",0,0,3,8,2220,0,1988,0,"98029",47.5716,-122.022,2220,7451 +"8682281710","20140620T000000",754800,2,2.5,2770,7781,"2",0,0,3,8,2770,0,2006,0,"98053",47.7072,-122.017,1870,5984 +"1383500070","20150210T000000",525000,4,2.5,2303,16801,"2",0,0,3,8,2303,0,1995,0,"98019",47.7266,-121.966,2080,14013 +"6744700181","20150217T000000",562000,3,1.75,1600,10530,"1",0,2,3,8,1600,0,1962,0,"98155",47.7437,-122.291,2590,8274 +"6728700075","20140520T000000",575000,4,1.75,1280,6060,"1",0,0,3,7,860,420,1926,0,"98117",47.6805,-122.364,1490,4680 +"3630180240","20140711T000000",808900,5,2.5,2900,5901,"2",0,0,3,9,2900,0,2006,0,"98027",47.5396,-121.998,3200,5775 +"2162000160","20150303T000000",992000,3,2.25,2950,15207,"1",0,0,4,10,2070,880,1966,0,"98040",47.5571,-122.216,2950,22000 +"0705700140","20140919T000000",335000,3,2.5,1700,6698,"2",0,0,3,7,1700,0,1997,0,"98038",47.3826,-122.028,2190,7346 +"9423400193","20141226T000000",473000,3,2.75,1050,7200,"1",0,0,3,7,1050,0,1985,0,"98125",47.7163,-122.303,1860,9000 +"5137200140","20150325T000000",350000,4,2.75,2990,11210,"1",0,1,4,8,1880,1110,1977,0,"98023",47.3357,-122.336,2790,9858 +"5026900160","20150424T000000",1.6e+006,5,2.5,3100,5374,"2.5",0,0,4,9,3100,0,1906,0,"98122",47.6154,-122.283,2180,5800 +"4024101052","20141217T000000",305500,3,1,1240,6090,"1",0,0,4,7,1240,0,1950,0,"98155",47.7542,-122.307,1550,9096 +"1726069051","20140523T000000",306000,2,1,780,13500,"1",0,0,4,7,780,0,1946,1989,"98077",47.7383,-122.074,2200,67518 +"6300000693","20141202T000000",233000,2,2.25,850,1656,"2",0,0,3,8,850,0,2001,0,"98133",47.7064,-122.344,850,1312 +"6413100270","20150331T000000",490000,3,1.75,1540,9000,"1",0,0,3,8,1540,0,1971,0,"98125",47.7152,-122.322,1710,7488 +"7215420160","20140701T000000",445000,4,2.5,2280,42077,"2",0,0,3,8,2280,0,1994,0,"98042",47.3424,-122.077,2280,36236 +"7878400135","20141120T000000",355000,3,2.25,2550,9674,"1",0,0,3,7,1850,700,1959,0,"98178",47.4856,-122.247,2240,9674 +"2597710070","20150402T000000",360000,2,2,1770,7607,"1",0,0,4,8,1770,0,1987,0,"98058",47.4287,-122.163,2090,7109 +"9244900248","20140709T000000",737500,3,1.75,2320,10900,"2",0,0,3,7,2320,0,1935,1974,"98115",47.6877,-122.283,1610,5800 +"0824059277","20141215T000000",985000,3,3.5,2600,11920,"2",0,0,5,8,2600,0,1969,0,"98004",47.582,-122.194,2430,10050 +"3278601940","20140806T000000",349950,2,3.25,1570,2031,"2",0,0,3,8,1310,260,2006,0,"98126",47.548,-122.375,1570,2039 +"7853250160","20150220T000000",520000,4,2.5,3060,7161,"2",0,0,3,8,2860,200,2005,0,"98065",47.5383,-121.879,2950,6822 +"1163100070","20141217T000000",355950,4,2.5,1960,8540,"1",0,0,3,7,1220,740,1955,0,"98177",47.7654,-122.359,1910,9120 +"8106300510","20141229T000000",485000,5,2.5,3270,6129,"2",0,0,3,9,3270,0,2004,0,"98055",47.4461,-122.208,2980,5928 +"4239400960","20141212T000000",143000,3,1,1090,3315,"1",0,0,4,6,1090,0,1969,0,"98092",47.3159,-122.183,960,3120 +"7524900003","20141210T000000",3.278e+006,2,1.75,6840,10000,"2.5",1,4,3,11,4350,2490,2001,0,"98008",47.6042,-122.112,3120,12300 +"3893100327","20140723T000000",355000,3,1,940,8512,"1",0,0,4,7,940,0,1967,0,"98033",47.7002,-122.191,1060,8512 +"7856640560","20140604T000000",1.126e+006,5,3.5,3880,13885,"2",0,3,4,9,2540,1340,1979,0,"98006",47.5696,-122.156,3690,13885 +"7206900075","20140818T000000",200000,5,1.75,1770,15525,"1",0,0,4,7,1770,0,1959,0,"98059",47.5025,-122.142,1370,10395 +"8691310070","20140618T000000",913000,4,2.5,3640,10576,"2",0,0,3,11,3640,0,1999,0,"98075",47.5899,-121.979,3370,10351 +"4389200796","20140522T000000",1.6e+006,3,2.5,3160,12824,"1",0,2,4,9,1820,1340,1966,0,"98004",47.6151,-122.216,3390,11985 +"7436300160","20140625T000000",409900,2,2.5,1590,1845,"2",0,0,3,9,1590,0,1997,0,"98033",47.6897,-122.175,2320,3174 +"7896300070","20150501T000000",265000,4,1,1290,6034,"1",0,0,3,6,1050,240,1950,0,"98118",47.5223,-122.286,1060,6034 +"2425059074","20150410T000000",740000,5,3,3655,51836,"1",0,0,5,8,2174,1481,1955,0,"98008",47.6434,-122.115,2530,8606 +"2111010340","20140612T000000",306000,4,2.5,2490,8124,"2",0,0,3,7,2490,0,2001,0,"98092",47.3347,-122.17,2760,6300 +"7852150140","20141007T000000",381000,3,2.5,1470,3999,"2",0,0,3,7,1470,0,2003,0,"98065",47.5328,-121.871,1960,4444 +"1370800830","20150505T000000",1.22e+006,3,3.25,3960,6132,"2",0,3,3,10,2600,1360,1933,0,"98199",47.6396,-122.409,2730,5221 +"7632400400","20150320T000000",1.05e+006,3,3.5,3190,29982,"1",0,3,4,8,2630,560,1941,0,"98166",47.458,-122.368,2600,19878 +"5220300140","20140903T000000",408000,2,1,810,7440,"1",0,0,5,6,810,0,1948,0,"98133",47.7346,-122.352,830,7500 +"2568200140","20140625T000000",739900,5,2.5,2980,5377,"2",0,0,3,9,2980,0,2006,0,"98052",47.7074,-122.101,3150,6593 +"1137300340","20141121T000000",674250,4,2.5,2780,35000,"1",0,0,4,9,2780,0,1985,0,"98072",47.7386,-122.091,2740,35072 +"7640400106","20140911T000000",438400,2,1,1340,8100,"1",0,0,4,7,1340,0,1953,0,"98177",47.7218,-122.37,1700,8100 +"2175100055","20141230T000000",1.7e+006,5,5,4930,14649,"2",0,3,3,11,4160,770,2000,0,"98040",47.5829,-122.247,3030,8479 +"9274200990","20140619T000000",703000,3,2,1360,5980,"1.5",0,0,3,8,1360,0,1945,2008,"98116",47.5852,-122.388,1520,4440 +"5028600550","20141229T000000",262000,3,1.75,1320,6530,"1",0,0,4,7,1320,0,1989,0,"98023",47.2871,-122.354,1620,6817 +"1471630160","20150423T000000",353000,3,2,1210,14499,"1",0,0,3,7,1210,0,1984,0,"98045",47.4705,-121.754,1570,15360 +"9430110030","20150114T000000",500000,4,2.5,1940,7607,"2",0,0,3,8,1940,0,1995,0,"98052",47.685,-122.158,2250,7600 +"9275700016","20140706T000000",1.28e+006,4,2.5,3160,4620,"1.5",0,4,3,9,2020,1140,1917,2005,"98116",47.5875,-122.382,2790,5308 +"6654700240","20150408T000000",332000,4,2.5,1980,6566,"2",0,0,3,8,1980,0,2004,0,"98042",47.3809,-122.097,2590,6999 +"8563080270","20140821T000000",824000,4,2.5,2320,14240,"1",0,0,4,9,1620,700,1974,0,"98008",47.6269,-122.09,2810,13200 +"7548300326","20150220T000000",290000,4,2,1660,4788,"1",0,0,3,7,1660,0,1968,0,"98144",47.5878,-122.312,1150,5000 +"5457300696","20140627T000000",700000,3,2.5,1660,1545,"2",0,2,3,9,1400,260,2002,0,"98109",47.6268,-122.353,1820,2570 +"1175001125","20141006T000000",550000,2,1,1080,3420,"1",0,0,4,7,780,300,1922,0,"98107",47.6715,-122.393,1380,3656 +"3034200197","20140903T000000",549000,2,1,1510,11165,"1.5",0,0,4,7,1510,0,1921,0,"98133",47.7212,-122.331,2210,8851 +"7787400105","20150306T000000",1.865e+006,4,2.5,2950,43560,"1",0,2,4,9,2550,400,1951,0,"98004",47.5988,-122.207,3260,41016 +"9346700270","20150302T000000",858000,4,2.25,3070,13720,"2",0,0,3,9,3070,0,1978,0,"98007",47.6133,-122.152,3010,9657 +"6414600260","20141030T000000",345000,2,1,970,10423,"1",0,0,3,7,970,0,1947,0,"98133",47.7252,-122.331,1200,7857 +"2620069195","20141104T000000",340000,4,1.75,2140,11651,"2.5",0,0,3,8,2140,0,1930,2001,"98022",47.196,-122.006,2030,10978 +"1300301840","20150425T000000",1.215e+006,4,2.25,2570,9600,"2.5",0,0,4,9,2570,0,1962,0,"98040",47.5791,-122.241,2570,13200 +"4358700186","20141211T000000",275000,3,2.25,1260,1488,"3",0,0,3,7,1260,0,2009,0,"98133",47.7071,-122.336,1190,1095 +"0259600560","20140827T000000",405000,3,1,1220,7771,"1",0,0,3,7,1220,0,1963,0,"98008",47.6326,-122.119,1420,7674 +"2634500070","20150116T000000",432500,3,2,1720,8145,"2",0,0,5,7,1720,0,1949,0,"98155",47.7393,-122.325,1400,8138 +"7186800105","20150112T000000",236500,4,1,2140,4217,"1.5",0,0,3,6,1320,820,1925,0,"98118",47.5484,-122.287,1720,5413 +"4459800070","20140718T000000",679000,4,1.5,1420,4923,"1.5",0,0,4,8,1420,0,1928,0,"98103",47.6901,-122.339,1470,4923 +"3034200370","20141031T000000",543000,4,2.5,2060,8451,"2",0,0,3,8,2060,0,1995,0,"98133",47.7168,-122.333,2060,9460 +"7887200390","20140926T000000",294000,3,1,1320,9520,"1",0,0,3,7,990,330,1953,0,"98178",47.4857,-122.253,1460,10610 +"2473390710","20150403T000000",340500,3,1.75,1810,10463,"1",0,0,4,7,1810,0,1969,0,"98058",47.4581,-122.162,1620,8551 +"2600140370","20140703T000000",1.012e+006,4,2.5,2980,16263,"2",0,0,3,9,2980,0,1989,0,"98006",47.5457,-122.153,2730,10018 +"7525100520","20140502T000000",335000,2,2,1350,2560,"1",0,0,3,8,1350,0,1976,0,"98052",47.6344,-122.107,1790,2560 +"6204200560","20140723T000000",425000,3,2,1540,8011,"1",0,0,3,7,1540,0,1988,0,"98011",47.7342,-122.202,1630,7141 +"5416100160","20150210T000000",353000,3,2.5,2510,9240,"2",0,0,4,8,2510,0,2001,0,"98022",47.1896,-122.013,2690,9240 +"3905040070","20150504T000000",540000,3,2.5,1670,5146,"2",0,0,3,8,1670,0,1991,0,"98029",47.5707,-121.999,1940,5146 +"8562900520","20140612T000000",640000,5,3.5,3690,11928,"2",0,0,3,9,2540,1150,2006,0,"98074",47.6108,-122.06,2640,11928 +"4027701182","20140722T000000",339950,3,1,1320,11457,"1",0,0,3,8,1320,0,1959,0,"98028",47.7738,-122.261,1900,9800 +"9407110710","20141107T000000",195000,3,1.75,1510,8400,"1",0,0,2,7,980,530,1979,0,"98045",47.4476,-121.771,1500,10125 +"9407110710","20150226T000000",322000,3,1.75,1510,8400,"1",0,0,2,7,980,530,1979,0,"98045",47.4476,-121.771,1500,10125 +"5160300030","20150401T000000",660000,4,1.75,1870,10450,"1",0,0,3,8,1620,250,1978,0,"98005",47.5938,-122.154,2060,10450 +"0001000102","20140916T000000",280000,6,3,2400,9373,"2",0,0,3,7,2400,0,1991,0,"98002",47.3262,-122.214,2060,7316 +"0001000102","20150422T000000",300000,6,3,2400,9373,"2",0,0,3,7,2400,0,1991,0,"98002",47.3262,-122.214,2060,7316 +"8945300200","20140815T000000",207500,3,1,1170,8816,"1",0,0,4,6,1170,0,1966,0,"98023",47.3059,-122.368,1200,9108 +"7796600070","20140825T000000",195000,3,1.5,1190,8726,"1",0,0,3,7,1190,0,1956,0,"98146",47.4887,-122.343,1390,8741 +"4443800765","20140610T000000",700000,3,2,2080,3880,"1",0,0,5,7,1160,920,1954,0,"98117",47.686,-122.391,1330,3880 +"3298720030","20150417T000000",560000,4,1.75,2150,8555,"1",0,2,4,7,1460,690,1982,0,"98106",47.5344,-122.345,1480,7405 +"1781500435","20140820T000000",260000,3,1.75,1580,7344,"1",0,0,5,7,1580,0,1911,0,"98126",47.5256,-122.38,1580,6207 +"1781500435","20150225T000000",575000,3,1.75,1580,7344,"1",0,0,5,7,1580,0,1911,0,"98126",47.5256,-122.38,1580,6207 +"6979970140","20150417T000000",475000,3,2.5,2370,3239,"2",0,0,3,8,1950,420,2006,0,"98072",47.7515,-122.174,2520,3431 +"1005000036","20140613T000000",285000,3,1.75,1840,8601,"1",0,0,3,7,920,920,1905,2014,"98118",47.5359,-122.276,1390,7452 +"3629921160","20140508T000000",753888,4,2.5,2660,5500,"2",0,2,3,9,2660,0,2003,0,"98029",47.5439,-121.996,3620,5500 +"3629910370","20150410T000000",650000,3,2.5,2190,3600,"2",0,0,3,9,2190,0,2003,0,"98029",47.5506,-121.993,2300,3600 +"5200100105","20140807T000000",620000,3,2.25,1660,3478,"1.5",0,0,4,7,1100,560,1929,0,"98117",47.6773,-122.372,1610,3478 +"1024069159","20150313T000000",526000,3,1.75,1780,37801,"1",0,0,3,7,1300,480,1977,0,"98075",47.5858,-122.015,2380,47480 +"0418000310","20140514T000000",155000,2,1,700,5200,"1",0,0,5,6,700,0,1952,0,"98056",47.4924,-122.175,1030,5200 +"0765000060","20140827T000000",342000,4,2,1570,11200,"1",0,0,3,7,1120,450,1959,0,"98011",47.7573,-122.217,1570,11200 +"2126079046","20150407T000000",390000,3,1.75,1220,216332,"1",0,0,3,7,1220,0,1981,0,"98019",47.7224,-121.926,1540,61419 +"2024079035","20140605T000000",685000,3,2.75,3150,219978,"2",0,0,4,9,3000,150,1990,0,"98024",47.553,-121.946,3180,218235 +"7202270830","20140625T000000",608000,4,2.5,2690,4736,"2",0,0,3,7,2690,0,2001,0,"98053",47.6869,-122.036,2690,4791 +"0133000070","20140916T000000",179900,2,1,680,6400,"1",0,0,3,6,680,0,1943,0,"98168",47.5136,-122.316,1240,7800 +"2818600060","20140904T000000",1.245e+006,6,3.25,3750,14150,"2",0,2,5,9,2750,1000,1936,1968,"98117",47.6999,-122.393,2140,7968 +"6082400083","20150430T000000",166000,3,1,1010,11675,"1",0,0,3,7,1010,0,1957,0,"98168",47.4849,-122.301,1370,10042 +"9412900045","20140519T000000",462000,3,1.5,1710,4500,"1.5",0,0,3,8,1410,300,1928,0,"98118",47.5366,-122.268,1860,6000 +"3905030140","20140622T000000",545000,4,2.5,2090,6023,"2",0,0,3,8,2090,0,1990,0,"98029",47.5713,-121.997,2090,6023 +"7228501580","20150116T000000",415000,3,1,1560,4500,"1.5",0,0,3,7,1560,0,1903,0,"98122",47.6118,-122.306,1660,4500 +"6679000390","20140610T000000",269000,3,2.5,1560,4200,"2",0,0,3,7,1560,0,2003,0,"98038",47.3838,-122.026,1560,4200 +"1822500160","20141212T000000",356500,4,2.5,2570,11473,"2",0,0,3,8,2570,0,2008,0,"98003",47.2809,-122.296,2430,5997 +"6889000060","20141223T000000",225000,3,1,1010,7633,"1",0,0,4,6,1010,0,1961,0,"98198",47.3781,-122.314,1190,8386 +"0835000055","20140620T000000",175000,2,1,1020,5130,"1",0,0,4,6,1020,0,1948,0,"98002",47.301,-122.226,1200,6497 +"7811210320","20140801T000000",549000,5,2.5,1710,9720,"2",0,0,4,8,1710,0,1974,0,"98005",47.5903,-122.157,2270,9672 +"3123049320","20150415T000000",535000,3,2.75,2300,12197,"2",0,0,3,8,2300,0,1989,0,"98166",47.4369,-122.338,1710,11220 +"4123400320","20140505T000000",627000,4,2.25,1990,7712,"1",0,0,3,8,1210,780,1973,0,"98027",47.5688,-122.087,1720,7393 +"4477000270","20140822T000000",565000,3,2,2730,15677,"2.5",0,3,3,9,2730,0,1976,0,"98166",47.4612,-122.365,2040,12209 +"3126049094","20141112T000000",392450,4,2,2195,2681,"1",0,0,3,7,1060,1135,1912,0,"98103",47.6965,-122.342,1710,1280 +"8682282180","20140923T000000",509000,2,2,1560,4675,"1",0,0,3,8,1560,0,2006,0,"98053",47.7086,-122.019,1870,6361 +"1232000810","20140912T000000",340000,3,2.5,1400,4800,"1",0,0,3,7,1200,200,1921,0,"98117",47.6865,-122.379,1440,3840 +"1232000810","20150326T000000",537000,3,2.5,1400,4800,"1",0,0,3,7,1200,200,1921,0,"98117",47.6865,-122.379,1440,3840 +"8691330310","20140505T000000",865000,4,3,3690,9892,"2",0,0,3,10,3690,0,1998,0,"98075",47.5937,-121.982,3430,11294 +"3996900295","20141214T000000",358000,2,1,1140,8340,"1",0,0,3,7,1140,0,1948,0,"98155",47.7448,-122.3,1030,8149 +"0117000003","20140919T000000",595000,4,2.25,1920,3225,"1.5",0,0,5,7,1300,620,1923,0,"98116",47.5848,-122.384,1960,3750 +"1471590060","20140619T000000",661000,4,2.5,2496,8058,"2",0,0,3,9,2496,0,1998,0,"98052",47.6791,-122.149,2496,7757 +"2558650200","20140916T000000",419950,3,2.25,2280,8500,"1",0,0,4,7,1680,600,1977,0,"98034",47.7211,-122.166,1890,7700 +"5104531580","20150416T000000",490000,4,3.5,3200,6420,"2",0,0,3,9,3200,0,2006,0,"98038",47.3545,-122.001,3200,6291 +"6021503570","20140918T000000",525000,2,1,880,4000,"1",0,0,3,7,880,0,1940,0,"98117",47.6847,-122.387,1310,4000 +"1862400517","20140813T000000",350000,3,2,1320,1298,"3",0,0,3,7,1320,0,1995,0,"98117",47.6959,-122.376,1380,1503 +"2738650030","20150511T000000",552500,3,2.5,2450,3582,"2",0,0,3,9,2450,0,2008,0,"98072",47.7749,-122.159,2490,5449 +"5560000710","20150327T000000",210000,3,1,1040,8970,"1",0,0,4,6,1040,0,1961,0,"98023",47.3283,-122.337,1040,8450 +"7215410320","20150311T000000",390000,3,2.5,2480,53250,"2",0,0,3,9,2480,0,1990,0,"98042",47.3323,-122.079,2510,36549 +"3971700510","20150129T000000",336800,5,1.75,1830,16650,"1.5",0,0,3,7,1610,220,1958,0,"98155",47.7734,-122.315,1790,12743 +"7202330270","20150303T000000",465000,3,2.5,1440,4473,"2",0,0,3,7,1440,0,2003,0,"98053",47.6825,-122.036,1650,3322 +"9542830160","20141218T000000",299900,4,2.5,1580,3632,"2",0,0,3,7,1580,0,2011,0,"98038",47.3672,-122.019,1950,3800 +"3630120960","20140718T000000",715000,3,3.25,3230,5000,"2",0,0,3,9,3230,0,2006,0,"98029",47.5558,-122.002,2670,3977 +"3622059155","20140523T000000",235000,4,2.5,1810,39639,"1",0,0,3,7,1230,580,1970,0,"98042",47.3472,-122.11,1810,44866 +"1687000240","20141210T000000",276000,3,2.5,2495,4400,"2",0,0,3,8,2495,0,2007,0,"98001",47.2877,-122.283,2434,4400 +"4322300340","20150112T000000",265000,4,1.5,1740,12728,"1",0,0,4,7,1180,560,1964,0,"98003",47.2808,-122.3,1830,11125 +"3797000830","20140530T000000",425000,3,1.75,1680,3000,"1",0,2,4,6,840,840,1900,0,"98103",47.686,-122.346,1540,3700 +"4137060270","20150105T000000",313000,4,2.5,2460,10320,"2",0,0,3,8,2460,0,1993,0,"98092",47.2599,-122.215,2210,9024 +"7277100640","20150409T000000",715000,3,2.5,3050,6000,"1",0,3,3,8,1720,1330,1984,0,"98177",47.7701,-122.389,2340,7200 +"1312920060","20141212T000000",265000,3,2.25,1630,10969,"2",0,0,3,7,1630,0,1991,0,"98001",47.3305,-122.285,1410,7920 +"1472330030","20150324T000000",646000,3,2.75,2460,6413,"2",0,0,3,9,2460,0,2004,0,"98028",47.7497,-122.245,2440,6092 +"2973800030","20140721T000000",175000,3,1,1030,6600,"1",0,0,3,7,1030,0,1954,0,"98146",47.4941,-122.34,1220,9040 +"5152920070","20140731T000000",649000,3,2.5,3410,13809,"1",0,3,4,10,2450,960,1973,0,"98003",47.3424,-122.326,3410,14245 +"2021200058","20150423T000000",785000,3,2.75,2310,5200,"1",0,0,4,7,1520,790,1940,0,"98199",47.6357,-122.397,2310,5200 +"9828202255","20140922T000000",890000,4,2.75,2610,4400,"1",0,0,5,8,1260,1350,1920,0,"98122",47.6158,-122.293,1770,4400 +"2126059276","20141126T000000",612000,3,3,2330,10327,"1",0,0,3,9,2330,0,1998,0,"98034",47.7239,-122.164,2200,4629 +"7796450340","20141205T000000",330000,4,2.5,2980,5674,"2",0,0,3,8,2980,0,2003,0,"98023",47.277,-122.347,2610,5495 +"1449000260","20141112T000000",493000,3,2.25,1790,11393,"1",0,0,3,8,1790,0,1978,0,"98052",47.6297,-122.099,2290,11894 +"8722100570","20150403T000000",1.6e+006,4,2.25,2940,5735,"1",0,0,3,9,1470,1470,1957,0,"98112",47.6381,-122.304,2230,5659 +"7856400240","20140627T000000",1.62e+006,4,3,3900,9750,"1",0,4,5,10,2520,1380,1972,0,"98006",47.5605,-122.158,3410,9450 +"7856400240","20150211T000000",1.65e+006,4,3,3900,9750,"1",0,4,5,10,2520,1380,1972,0,"98006",47.5605,-122.158,3410,9450 +"3037200060","20140926T000000",499000,3,2.5,1750,2150,"2.5",0,0,3,7,1230,520,1900,2014,"98122",47.6037,-122.311,1410,3300 +"6071700160","20140623T000000",603500,6,2.75,2660,8400,"1",0,0,5,8,1550,1110,1962,0,"98006",47.549,-122.173,2280,8400 +"7645900055","20140624T000000",530000,2,1.5,1580,3680,"1",0,2,3,8,1280,300,1941,0,"98126",47.5762,-122.377,1730,3680 +"0292000070","20150406T000000",895000,5,2.5,2350,14197,"1",0,0,4,8,1220,1130,1962,0,"98004",47.6005,-122.204,2470,11629 +"9510900710","20140513T000000",267345,4,2.25,2510,8165,"1",0,0,4,7,1610,900,1972,0,"98023",47.3092,-122.372,1940,8250 +"1471620240","20140516T000000",275000,3,2.5,1480,15639,"2",0,0,3,8,1480,0,1987,0,"98045",47.4723,-121.746,1480,16454 +"1626079012","20150225T000000",439950,3,1.75,1720,223377,"1",0,0,3,7,1240,480,1950,0,"98019",47.7329,-121.92,2530,221442 +"3904901670","20140620T000000",455000,3,2.25,1470,4653,"2",0,0,4,7,1470,0,1985,0,"98029",47.5667,-122.018,1560,4119 +"8927600070","20150113T000000",630000,3,1.75,1540,6930,"1",0,0,3,7,1250,290,1944,0,"98115",47.6782,-122.278,1760,6930 +"3629970240","20141103T000000",690000,3,2.5,2820,5001,"2",0,0,3,9,2820,0,2004,0,"98029",47.5533,-121.992,2660,5001 +"1099610260","20140826T000000",212000,4,1.75,1250,12705,"1",0,0,4,7,1250,0,1971,0,"98023",47.302,-122.382,1390,8550 +"5420300270","20140813T000000",231500,4,2.25,2080,7526,"1",0,0,4,7,1280,800,1985,0,"98030",47.3762,-122.183,1200,7500 +"2954400520","20150430T000000",1.2375e+006,4,3.25,5180,49936,"2",0,0,4,10,5180,0,1991,0,"98053",47.6676,-122.069,4240,35363 +"1121059105","20140708T000000",378500,3,2.5,2860,43821,"2",0,0,4,9,2860,0,1990,0,"98092",47.3163,-122.142,2370,65340 +"2591720070","20140502T000000",482000,4,2.5,2710,35868,"2",0,0,3,9,2710,0,1989,0,"98038",47.375,-122.022,2780,36224 +"9178600055","20150505T000000",695000,2,1,1140,3990,"1",0,0,3,7,1140,0,1924,0,"98103",47.6554,-122.333,1800,5700 +"9290850800","20141202T000000",965000,4,2.5,4070,57587,"2",0,0,3,10,4070,0,1989,0,"98052",47.6908,-122.052,3890,35960 +"5040800060","20150204T000000",675000,3,1.75,1710,5913,"1",0,0,4,8,1120,590,1941,0,"98199",47.6481,-122.406,2920,5922 +"1437900350","20141027T000000",387000,3,1.5,1340,6500,"1",0,0,3,7,1340,0,1972,0,"98034",47.7168,-122.192,1620,7107 +"1328300810","20150330T000000",347500,4,2.75,2290,7000,"2",0,0,3,8,2290,0,1977,0,"98058",47.4442,-122.129,2000,7200 +"3990200125","20140711T000000",385000,3,2,1860,7400,"1",0,0,3,8,930,930,1922,2004,"98166",47.4598,-122.352,1640,8461 +"7452500340","20141204T000000",265000,3,1,1080,4930,"1",0,0,3,6,1080,0,1950,0,"98126",47.5209,-122.374,1100,5950 +"9215400075","20150422T000000",406000,3,1,960,5264,"1",0,0,3,7,960,0,1953,0,"98115",47.6805,-122.301,1140,5150 +"5061300030","20140508T000000",134000,2,1.5,980,5000,"2",0,0,3,7,980,0,1922,2003,"98014",47.7076,-121.359,1040,5000 +"3362900696","20141020T000000",415000,3,1,1500,3399,"2",0,0,5,7,1300,200,1926,0,"98103",47.6838,-122.352,1360,3588 +"2558640340","20140527T000000",375000,3,1.75,1440,8775,"1",0,0,3,7,1440,0,1973,0,"98034",47.7231,-122.17,1790,7865 +"8078460810","20141210T000000",620000,4,2.5,2580,7465,"2",0,0,3,8,2580,0,1993,0,"98074",47.6319,-122.022,2350,7596 +"0538000390","20141028T000000",337500,5,2.5,2070,4698,"2",0,0,3,7,2070,0,1999,0,"98038",47.3539,-122.024,2010,4698 +"3584900160","20140922T000000",565000,3,2.5,1880,12368,"1",0,0,4,7,1260,620,1967,0,"98005",47.5901,-122.167,1950,11551 +"8572900135","20140523T000000",399500,3,1.75,2420,12676,"2",0,0,3,7,2420,0,1911,1986,"98045",47.4943,-121.789,1210,6769 +"8056000075","20140521T000000",1.065e+006,2,1.75,1890,9466,"2",0,0,3,8,1890,0,1987,0,"98004",47.6144,-122.211,2180,12825 +"2972300140","20140821T000000",352500,3,2,1920,33630,"1",0,0,3,8,1920,0,1992,0,"98056",47.4983,-122.167,2080,7505 +"7697870350","20140617T000000",259000,3,2,1870,5909,"1",0,0,3,7,1270,600,1986,0,"98030",47.3665,-122.183,1870,7887 +"7972601710","20150415T000000",320000,2,1,900,7620,"1",0,0,3,7,900,0,1971,0,"98106",47.5268,-122.343,1520,7620 +"6421100342","20140811T000000",733000,3,2.5,2160,9888,"2",0,0,4,9,2160,0,1989,0,"98052",47.6712,-122.142,3060,7829 +"2464400340","20140625T000000",381500,2,1,900,2910,"1",0,0,5,7,900,0,1924,0,"98115",47.6859,-122.322,1320,2910 +"8113101232","20141202T000000",343000,2,1,1180,9261,"1",0,0,4,7,940,240,1957,0,"98118",47.5492,-122.274,1700,6325 +"5706500140","20140818T000000",205500,2,1,900,6400,"1",0,0,5,6,900,0,1938,0,"98022",47.2113,-121.992,1320,6400 +"1024069037","20140915T000000",525000,3,2,1600,16530,"1",0,0,5,7,1600,0,1967,0,"98075",47.5821,-122.016,1850,41006 +"9476700135","20150319T000000",300000,3,1.75,1500,8352,"1",0,2,5,6,750,750,1943,0,"98056",47.4883,-122.191,1500,8447 +"1926069035","20140722T000000",299000,2,1,1070,189486,"1",0,0,3,6,1070,0,1942,0,"98077",47.7199,-122.085,1970,60548 +"3904990030","20140709T000000",561000,4,2.5,2570,5250,"2",0,0,3,8,2570,0,1990,0,"98029",47.5763,-122,2260,5392 +"7132300550","20150224T000000",450000,3,1,1210,4000,"1.5",0,0,3,7,1090,120,1928,0,"98144",47.5934,-122.308,1210,4000 +"2193340140","20140814T000000",540000,4,2.5,1850,7850,"2",0,0,3,8,1850,0,1985,0,"98052",47.6914,-122.103,1830,8140 +"1422300160","20140624T000000",379000,3,2.5,1740,30886,"2",0,0,3,8,1740,0,1992,0,"98045",47.46,-121.707,1740,39133 +"2946000751","20140724T000000",230000,3,1,1300,14000,"1",0,0,4,7,1300,0,1958,0,"98198",47.4213,-122.322,1390,8750 +"1796250140","20150310T000000",399950,3,2.5,2000,30605,"2",0,0,4,8,2000,0,1989,0,"98042",47.3442,-122.062,1930,35350 +"6699001200","20150507T000000",355000,5,2.5,3220,5806,"2",0,0,3,8,3220,0,2002,0,"98042",47.3714,-122.103,2760,5813 +"7525300310","20140619T000000",580000,4,2.25,2160,9593,"1",0,0,3,8,2160,0,1969,0,"98008",47.5883,-122.112,2820,9628 +"5700000340","20150427T000000",700000,3,2,2130,4299,"1.5",0,0,4,7,1680,450,1922,0,"98144",47.5779,-122.294,2040,4548 +"3210400340","20140506T000000",279900,3,1.75,1580,8151,"1",0,1,4,7,1100,480,1962,0,"98198",47.3672,-122.312,1650,8151 +"0179003055","20141113T000000",210000,3,1,1200,7500,"1",0,0,3,6,1200,0,1905,1989,"98178",47.4921,-122.275,1010,7000 +"9829200566","20140630T000000",1.165e+006,3,3,3790,5001,"2",0,0,3,10,2810,980,1989,0,"98122",47.6035,-122.285,2500,6286 +"1723059050","20140611T000000",290300,2,1,860,3874,"1",0,0,4,6,860,0,1931,0,"98055",47.4836,-122.204,1400,5106 +"2624059036","20141003T000000",1.59995e+006,5,4.5,5130,43123,"2",0,0,3,11,5130,0,1996,0,"98006",47.544,-122.126,4670,43560 +"5101406441","20150416T000000",490000,3,1,1600,6380,"1.5",0,0,3,7,1400,200,1939,0,"98125",47.7015,-122.317,1760,6380 +"8582010240","20140506T000000",606000,4,2.5,2110,13850,"2",0,0,3,9,2110,0,1987,0,"98027",47.5497,-122.077,2520,10194 +"6300500505","20140714T000000",359950,3,1,1400,4980,"1",0,0,3,6,950,450,1943,0,"98133",47.7041,-122.34,990,4980 +"3275890310","20150212T000000",677100,3,2,2110,9199,"1",0,0,3,10,2110,0,1993,0,"98074",47.6496,-122.083,3130,8841 +"7715801040","20150221T000000",465000,3,2,1430,7125,"1",0,0,4,7,1430,0,1984,0,"98074",47.6256,-122.059,1570,8075 +"7738500731","20140815T000000",4.5e+006,5,5.5,6640,40014,"2",1,4,3,12,6350,290,2004,0,"98155",47.7493,-122.28,3030,23408 +"1822079046","20150504T000000",500000,3,2,3040,41072,"1",0,0,4,8,1520,1520,1978,0,"98038",47.3944,-121.972,2230,54014 +"1062100075","20150503T000000",455000,2,1,980,5000,"1",0,0,4,7,980,0,1950,0,"98155",47.7518,-122.279,1600,5965 +"8825900070","20140818T000000",705000,6,2,2570,4240,"1.5",0,0,4,7,1970,600,1911,0,"98115",47.6754,-122.307,2030,4240 +"1158700135","20140812T000000",420000,3,2.5,2060,7020,"1",0,0,4,8,1460,600,1967,0,"98177",47.7575,-122.364,2150,8400 +"7983000200","20141005T000000",169575,3,1,1300,8284,"1",0,0,3,7,1300,0,1968,0,"98003",47.3327,-122.306,1360,7848 +"7983000200","20150225T000000",250000,3,1,1300,8284,"1",0,0,3,7,1300,0,1968,0,"98003",47.3327,-122.306,1360,7848 +"1727510030","20150312T000000",530000,3,2.25,1680,7262,"1",0,0,5,7,1180,500,1973,0,"98034",47.713,-122.225,1910,7405 +"3286800370","20150206T000000",590000,5,3.25,4020,40341,"1",0,0,5,8,2170,1850,1970,0,"98027",47.4952,-122.068,2650,53437 +"6791400320","20140923T000000",257500,3,1.75,1530,14087,"1",0,0,3,7,1070,460,1979,0,"98042",47.3146,-122.043,1770,13660 +"3992700036","20140626T000000",415000,3,1,1170,6700,"1",0,0,3,8,1170,0,1957,0,"98125",47.7122,-122.29,2410,7620 +"1175000059","20141010T000000",536000,3,1.75,1580,3764,"1.5",0,0,3,7,1280,300,1945,0,"98107",47.672,-122.397,1560,3764 +"8732000390","20140529T000000",246500,3,1.5,1270,11600,"1",0,0,4,7,1270,0,1964,0,"98031",47.4075,-122.196,1380,9945 +"1441800030","20140706T000000",395000,3,1.75,1480,7700,"1",0,0,3,8,1480,0,1975,0,"98034",47.7225,-122.202,1930,8560 +"4045800030","20150511T000000",739000,3,2.25,2220,10530,"1",0,0,4,8,1700,520,1974,0,"98052",47.6383,-122.098,2500,10014 +"1727850340","20140929T000000",1.272e+006,4,2.75,3200,13729,"2",0,0,3,11,3200,0,1984,0,"98005",47.6402,-122.171,4050,16921 +"2268000370","20140708T000000",190000,3,1,910,10575,"1",0,0,4,7,910,0,1968,0,"98003",47.2741,-122.301,1470,10425 +"2023049350","20150410T000000",305000,3,1.5,1480,9086,"1",0,0,3,7,1480,0,1962,0,"98168",47.4717,-122.323,1540,9750 +"7018000560","20150420T000000",925000,4,4.25,3770,13058,"2",0,0,4,8,3770,0,1983,0,"98028",47.7517,-122.225,2200,12255 +"4147200140","20140821T000000",895000,4,3,3500,13444,"2",0,0,3,10,2360,1140,1977,0,"98040",47.5468,-122.231,3140,12935 +"3176600055","20140717T000000",656000,3,1.75,1480,7475,"1.5",0,0,3,8,1480,0,1943,0,"98115",47.6732,-122.272,2120,7216 +"7518500885","20140519T000000",560000,4,1,1660,4690,"1.5",0,0,3,7,1260,400,1945,0,"98117",47.6829,-122.378,1400,3876 +"7504020810","20141020T000000",610000,5,2.25,2520,11700,"2",0,0,3,9,2520,0,1977,0,"98074",47.6322,-122.053,2530,12000 +"3276930370","20140708T000000",645000,4,2.5,2850,37522,"2",0,0,3,9,2850,0,1987,0,"98075",47.5852,-121.992,2980,35280 +"1687000200","20150410T000000",259000,3,2.5,2153,4400,"2",0,0,3,8,2153,0,2007,0,"98001",47.2872,-122.283,2434,4400 +"7501000340","20140818T000000",980000,4,2.5,3780,10962,"2",0,0,3,10,3780,0,1990,0,"98033",47.6533,-122.183,3310,11651 +"7611200136","20140723T000000",872000,4,4,3770,9750,"1",0,0,4,9,1940,1830,1967,0,"98177",47.7159,-122.367,2260,9878 +"5459500125","20140805T000000",1e+006,6,2.75,3600,9675,"1",0,2,4,9,1940,1660,1977,0,"98040",47.5726,-122.213,2990,9675 +"0825059271","20140910T000000",900000,3,2.75,2980,12600,"1.5",0,0,3,8,1590,1390,1941,2012,"98033",47.674,-122.196,1520,9660 +"9465200181","20150428T000000",475000,4,1.5,2320,5534,"1.5",0,0,4,7,1540,780,1915,0,"98103",47.6944,-122.355,1670,5913 +"5469502860","20150107T000000",350000,5,2.75,2980,13482,"1",0,0,4,8,1730,1250,1975,0,"98042",47.3774,-122.16,2900,14800 +"0486000565","20140515T000000",840000,4,1.75,2930,11562,"1",0,3,3,9,1670,1260,1947,0,"98117",47.6765,-122.404,2530,6517 +"6071900070","20140622T000000",500000,4,2.5,2040,8400,"1",0,0,3,8,1420,620,1963,0,"98006",47.5512,-122.17,2540,8925 +"7957600075","20150406T000000",202500,3,1.5,1510,9898,"1",0,0,3,7,1110,400,1954,0,"98148",47.4303,-122.334,1420,9250 +"0823069074","20141223T000000",523000,4,2.5,2660,65340,"2",0,0,3,8,2660,0,1988,0,"98027",47.4969,-122.06,2850,74052 +"2366800055","20141203T000000",225000,3,2.5,1740,10050,"2",0,0,3,7,1740,0,1989,0,"98001",47.2671,-122.236,1300,10125 +"7272001805","20150309T000000",418200,3,2.25,2240,9542,"1",0,1,3,7,1190,1050,1980,0,"98198",47.3995,-122.318,2080,9542 +"3582700070","20141205T000000",356500,4,1.75,1570,9670,"1",0,0,3,7,1170,400,1959,0,"98028",47.7432,-122.248,2080,9100 +"2402100055","20140716T000000",670000,4,3,2500,5000,"1.5",0,0,4,7,1460,1040,1926,0,"98103",47.6895,-122.331,1720,4500 +"5146000070","20141204T000000",456150,3,2.25,1750,12408,"1",0,0,5,7,1150,600,1962,0,"98155",47.7509,-122.3,1820,12977 +"2607760890","20140603T000000",471000,4,2.5,3030,9687,"2",0,0,3,8,2020,1010,1998,0,"98045",47.485,-121.799,2050,10193 +"9274200316","20150409T000000",558000,3,2.5,1680,934,"3",0,0,3,8,1680,0,2008,0,"98116",47.5891,-122.387,1740,1280 +"4139500200","20150305T000000",1.38e+006,6,4.5,5740,10312,"2",0,2,3,11,3610,2130,2000,0,"98006",47.5533,-122.11,4350,11917 +"3021059155","20141212T000000",161500,3,1,1220,6000,"1",0,0,5,7,1220,0,1961,0,"98002",47.2811,-122.214,1420,13137 +"3580900160","20141010T000000",311000,3,1,1310,8370,"1.5",0,0,3,7,1310,0,1962,0,"98034",47.7284,-122.241,1310,8370 +"3876000350","20150224T000000",470000,6,1.75,2490,8732,"1.5",0,0,4,8,2490,0,1966,0,"98034",47.7252,-122.187,1840,8024 +"3959400400","20140709T000000",569000,3,3.25,2220,8227,"1.5",0,0,5,8,1770,450,1929,0,"98108",47.5665,-122.316,1750,4800 +"8079100700","20150318T000000",689000,4,2.5,2240,7350,"2",0,0,3,9,2240,0,1989,0,"98029",47.5652,-122.013,2200,8017 +"9407001610","20140715T000000",271900,3,1.75,1890,11875,"1",0,0,3,7,1230,660,1979,0,"98045",47.4472,-121.774,1580,10920 +"8700120270","20141210T000000",278000,4,2.5,1850,6037,"2",0,0,3,7,1850,0,1991,0,"98030",47.359,-122.191,1860,6037 +"3204300860","20140723T000000",820000,2,2.5,2210,4440,"2",0,0,4,8,1440,770,1931,0,"98112",47.6305,-122.3,1560,4920 +"3204800520","20150225T000000",399500,3,1.75,1410,7700,"1",0,0,4,7,1410,0,1967,0,"98056",47.5375,-122.176,1560,7700 +"8857320260","20141105T000000",462000,3,2.75,1890,2614,"2",0,0,4,9,1890,0,1979,0,"98008",47.6102,-122.114,1800,2769 +"6791400800","20150413T000000",347500,3,1,1830,12036,"1",0,0,3,7,1550,280,1977,0,"98042",47.3126,-122.043,1810,12036 +"2768000270","20140625T000000",562100,2,0.75,1440,3700,"1",0,0,3,7,1200,240,1914,0,"98107",47.6707,-122.364,1440,4300 +"1432400060","20140529T000000",230000,2,1,950,7560,"1",0,0,3,6,950,0,1958,0,"98058",47.4499,-122.176,1160,7560 +"2547200240","20140622T000000",687000,4,2.5,2370,10083,"2",0,0,5,8,2370,0,1966,0,"98033",47.6715,-122.166,2370,10133 +"6441800060","20141209T000000",725786,4,2.5,3070,5762,"2",0,0,3,10,3070,0,2000,0,"98075",47.5847,-122.08,3630,6500 +"1775800710","20150126T000000",315500,3,1,1300,12600,"1",0,0,4,7,1300,0,1969,0,"98072",47.7422,-122.1,1480,13530 +"7694600253","20140506T000000",312000,4,2,1300,7054,"1",0,0,3,7,1300,0,1950,2013,"98146",47.5071,-122.369,1560,7100 +"8910500238","20141106T000000",343000,3,3.25,1210,1173,"2",0,0,3,8,1000,210,2002,0,"98133",47.7114,-122.356,1650,1493 +"3076500830","20141029T000000",385195,1,1,710,6000,"1.5",0,0,3,6,710,0,2015,0,"98144",47.5756,-122.316,1440,4800 +"1072030510","20140829T000000",415000,4,2.25,2240,12650,"1",0,0,4,8,1730,510,1981,0,"98059",47.4777,-122.142,2150,12650 +"3888100226","20140630T000000",461000,3,1.75,3600,8666,"2",0,0,4,6,2400,1200,1948,0,"98033",47.6893,-122.167,2290,8200 +"7227501369","20140610T000000",369990,4,2.5,1960,7133,"2",0,0,3,7,1960,0,2002,0,"98056",47.4941,-122.19,1960,6705 +"3820350070","20140929T000000",349950,4,2.5,1820,3134,"2",0,0,3,7,1820,0,1999,0,"98019",47.7351,-121.985,1820,3751 +"7616800350","20150412T000000",285750,3,2.25,1960,17126,"1",0,0,3,8,1400,560,1966,0,"98055",47.4436,-122.21,2060,11466 +"7811210200","20150420T000000",542500,4,2.25,1750,10160,"1",0,0,3,8,1320,430,1972,0,"98005",47.5909,-122.158,2170,11165 +"6891100260","20141111T000000",830000,5,3.5,3700,5400,"2",0,0,3,9,2890,810,2011,0,"98053",47.7085,-122.117,3620,5460 +"6076500160","20141223T000000",705000,4,2.5,2910,20946,"2",0,0,4,8,2350,560,1976,0,"98034",47.7085,-122.24,2020,11342 +"2872100445","20140624T000000",615000,2,1,1270,5000,"1",0,0,3,8,1090,180,1949,0,"98117",47.6828,-122.393,1640,5000 +"3352400004","20150129T000000",184500,2,1,720,5880,"1",0,0,3,6,720,0,1940,0,"98178",47.5056,-122.27,1440,7200 +"7942601200","20141001T000000",412000,2,1,1040,5120,"1",0,0,3,7,1040,0,1901,0,"98122",47.6048,-122.312,1250,4000 +"0985001266","20141215T000000",250000,3,1.5,2210,11111,"1.5",0,0,3,7,2210,0,1934,0,"98168",47.492,-122.309,1250,8422 +"2218000390","20140612T000000",580000,5,2,2060,6000,"2",0,0,3,7,2060,0,1903,0,"98105",47.6685,-122.305,1770,5000 +"7231502505","20150312T000000",220000,2,1,780,6000,"1",0,0,5,6,780,0,1923,0,"98055",47.4759,-122.208,1080,6000 +"7555220140","20140916T000000",675000,4,2.75,2240,8937,"1",0,0,4,8,1460,780,1976,0,"98033",47.6495,-122.194,2360,9038 +"7445000105","20140522T000000",373500,2,1,800,3330,"1",0,0,3,7,800,0,1918,0,"98107",47.6566,-122.358,1300,4320 +"5583200810","20150402T000000",662700,2,1.5,2440,6900,"2",0,0,3,7,1590,850,1910,0,"98118",47.5568,-122.271,1770,6900 +"7340600827","20140516T000000",239950,5,1,1460,6032,"2",0,0,4,6,1460,0,1941,0,"98168",47.487,-122.282,1060,10300 +"7436900045","20140925T000000",383000,3,1,1150,10196,"1",0,0,4,7,1150,0,1957,0,"98052",47.6788,-122.162,1410,8925 +"4027701294","20150129T000000",485000,3,2.75,2650,12350,"1",0,0,4,7,1470,1180,1975,0,"98028",47.7669,-122.268,1950,14075 +"3570000160","20140710T000000",610000,4,2.75,2600,36583,"1",0,0,5,8,1580,1020,1976,0,"98075",47.593,-122.054,2300,27820 +"9276202190","20140808T000000",545000,6,1.75,1820,6250,"1",0,0,3,7,1130,690,1954,0,"98116",47.579,-122.39,1820,5750 +"5016002180","20140708T000000",780000,2,2.5,2560,2500,"2",0,0,5,8,1690,870,1901,0,"98112",47.6233,-122.3,1890,5000 +"7300000550","20150424T000000",305000,3,2.5,1714,3240,"2",0,0,3,8,1714,0,2005,0,"98055",47.4288,-122.19,1714,3240 +"6817810310","20140612T000000",405000,3,1,1330,15678,"1",0,0,3,7,900,430,1984,0,"98074",47.6355,-122.037,1330,12696 +"7851980260","20140730T000000",1.11e+006,5,3.5,7350,12231,"2",0,4,3,11,4750,2600,2001,0,"98065",47.5373,-121.865,5380,12587 +"1423400260","20150402T000000",273000,3,1.75,2050,9045,"2",0,0,4,6,2050,0,1959,0,"98058",47.4572,-122.18,1200,9045 +"3876810140","20140527T000000",326500,3,1,1810,12375,"2",0,0,3,7,1810,0,1970,0,"98072",47.7427,-122.172,1420,9357 +"3276180140","20150424T000000",365000,3,1.75,1380,9134,"1",0,0,5,7,880,500,1981,0,"98056",47.5087,-122.193,1400,8190 +"9808590310","20150408T000000",1.00075e+006,3,2.75,3070,10739,"2",0,0,3,10,2440,630,1987,0,"98004",47.6444,-122.191,3490,11913 +"0546000045","20150325T000000",422500,2,1,800,4046,"1",0,0,3,7,800,0,1940,0,"98117",47.6895,-122.382,1400,4046 +"2595650060","20150324T000000",354450,4,2.75,2140,9920,"2",0,0,3,8,2140,0,1993,0,"98001",47.3529,-122.274,2130,9920 +"1771110550","20141204T000000",320000,3,1,1330,9540,"1",0,0,4,7,1330,0,1971,0,"98077",47.758,-122.075,1250,10350 +"5335700030","20140603T000000",223000,3,1,1030,9120,"1",0,0,3,7,1030,0,1961,0,"98032",47.3607,-122.291,1470,10220 +"7203101580","20140724T000000",410000,3,2.5,1740,4948,"2",0,0,3,7,1740,0,2008,0,"98053",47.6966,-122.025,1290,3383 +"0272000125","20140829T000000",438000,3,1,1200,4000,"1.5",0,0,4,6,1200,0,1923,0,"98144",47.5881,-122.299,1390,4000 +"2770601741","20141106T000000",390000,3,3,1490,2944,"2",0,0,3,7,960,530,1993,0,"98199",47.6506,-122.384,1590,1600 +"4250200140","20150219T000000",298500,4,2.5,1890,5954,"2",0,0,3,7,1890,0,2004,0,"98092",47.3293,-122.194,2030,5880 +"8965400390","20140905T000000",749999,5,2.25,3060,13630,"2",0,0,3,10,3060,0,1989,0,"98006",47.5585,-122.117,3430,10700 +"5071401000","20140829T000000",779000,6,2.5,3250,12000,"1",0,1,3,8,1800,1450,1966,0,"98115",47.6935,-122.28,3490,10320 +"3760500435","20150114T000000",570000,3,2.75,2730,11936,"2",0,2,3,8,1530,1200,1978,0,"98034",47.6987,-122.231,2810,12333 +"5680000260","20150512T000000",385000,3,1,810,4600,"1",0,0,3,6,810,0,1918,0,"98144",47.5712,-122.316,1520,4800 +"9170500060","20140818T000000",649000,4,2,2240,11040,"1",0,0,5,8,1120,1120,1961,0,"98033",47.693,-122.168,1790,11040 +"0795000885","20141001T000000",283000,3,1,1740,5247,"1",0,0,3,7,1270,470,1947,0,"98168",47.5049,-122.329,1070,5636 +"4038600260","20140922T000000",699900,4,2.25,2380,16236,"1",0,0,3,7,1540,840,1961,0,"98008",47.6126,-122.12,2230,8925 +"4406000560","20150220T000000",278500,4,1,1540,8400,"1",0,0,3,7,770,770,1971,0,"98058",47.4278,-122.152,1520,9891 +"2260000340","20141115T000000",700000,4,1.75,2340,9100,"1",0,0,3,8,1610,730,1975,0,"98052",47.6401,-122.108,2470,11000 +"9510310030","20140728T000000",535000,4,2.75,2710,45963,"2",0,0,3,9,2710,0,1995,0,"98045",47.4745,-121.724,2710,33955 +"4245400045","20140923T000000",234500,3,1.75,1310,18400,"1",0,0,3,7,870,440,1954,0,"98168",47.5035,-122.302,1840,10790 +"9371700132","20140806T000000",374150,3,1.75,1390,9585,"1",0,0,4,7,1390,0,1973,0,"98133",47.752,-122.35,1240,8188 +"7272001610","20150317T000000",397000,4,2.5,2201,9542,"2",0,0,3,8,2201,0,2006,0,"98198",47.4002,-122.317,1990,9542 +"1324059139","20140918T000000",613000,3,2.25,1960,10385,"1",0,0,3,8,1960,0,1988,0,"98008",47.5736,-122.109,2800,12632 +"1552100135","20140609T000000",1.15e+006,3,2.5,2850,10474,"1",0,0,4,8,1730,1120,1954,0,"98004",47.6218,-122.209,2820,10474 +"1257200060","20150327T000000",595000,4,1.75,1880,4080,"1",0,0,3,7,940,940,1924,0,"98115",47.6754,-122.327,1410,4080 +"2822059350","20140910T000000",340000,5,2.75,2440,6858,"2",0,0,3,8,2440,0,2003,0,"98030",47.3655,-122.174,2300,6858 +"2781260070","20150108T000000",388000,4,2.5,2560,5800,"2",0,0,3,9,2560,0,2005,0,"98038",47.3474,-122.025,3040,5800 +"0619000045","20140922T000000",404000,3,1.75,1410,15210,"1",0,0,3,7,1410,0,1950,2014,"98166",47.4181,-122.339,1970,16290 +"8934100125","20140829T000000",810000,3,2,2870,6360,"1.5",0,1,4,8,1790,1080,1946,0,"98115",47.6813,-122.275,2310,6466 +"2472920140","20150403T000000",405000,4,2.5,2620,9359,"2",0,0,3,9,2620,0,1987,0,"98058",47.438,-122.152,2580,7433 +"7215730310","20140714T000000",726000,5,3,2970,10335,"2",0,0,3,9,2970,0,2000,0,"98075",47.598,-122.019,2970,10335 +"7697870310","20140514T000000",266000,3,2.5,1780,7214,"1",0,0,4,7,1400,380,1986,0,"98030",47.3667,-122.182,1520,7228 +"2795000060","20141222T000000",722500,5,2.25,3700,7207,"1",0,1,5,8,1850,1850,1970,0,"98177",47.7736,-122.371,2340,7900 +"2408600160","20150228T000000",352000,4,2.5,1252,25002,"1",0,0,3,8,992,260,1996,0,"98001",47.3216,-122.291,1860,25002 +"7888200240","20150319T000000",265000,4,1.5,1240,8158,"1",0,0,4,7,1110,130,1961,0,"98198",47.3716,-122.31,1520,8147 +"0151000075","20150206T000000",856000,3,2.5,2160,3920,"2",0,0,3,9,2160,0,2014,0,"98116",47.5762,-122.415,1500,4920 +"5104530240","20140724T000000",346950,3,2.5,2040,4348,"2",0,0,4,8,2040,0,2006,0,"98038",47.3517,-121.999,2380,4348 +"4139680070","20140617T000000",866059,5,3.5,3130,4797,"2",0,0,3,9,2570,560,2014,0,"98006",47.5664,-122.129,3440,5439 +"7852180260","20150129T000000",410000,3,2.5,2350,4456,"2",0,0,3,7,2350,0,2004,0,"98065",47.5314,-121.854,2350,4456 +"1471610060","20140708T000000",370000,3,1.75,1570,16817,"2",0,0,3,7,1570,0,1982,0,"98045",47.4716,-121.756,1600,16817 +"3520069033","20140623T000000",230000,3,1,1530,389126,"1.5",0,0,4,7,1530,0,1919,0,"98022",47.1776,-122.011,1768,42148 +"9268200550","20141010T000000",400000,2,2,1520,5010,"1",0,0,3,7,1520,0,1999,0,"98117",47.6948,-122.364,1110,5040 +"1788700295","20150311T000000",172000,3,1,1350,9680,"1",0,0,4,7,820,530,1959,0,"98023",47.3274,-122.346,1320,9225 +"7379600240","20140714T000000",615000,3,1.75,1950,8480,"1",0,0,4,8,1250,700,1962,0,"98007",47.5893,-122.15,1740,8480 +"8691330060","20150407T000000",860000,4,3.5,3950,9600,"2",0,0,3,10,3950,0,1998,0,"98075",47.5945,-121.981,3110,10213 +"6384500581","20140618T000000",555000,3,1.75,2040,6000,"1",0,0,5,7,1120,920,1958,0,"98116",47.5688,-122.397,1530,6250 +"6690500070","20140721T000000",579000,3,2.5,1990,4040,"1.5",0,0,5,8,1390,600,1926,0,"98103",47.6867,-122.354,1180,3030 +"3205400140","20140630T000000",385000,3,1.75,1300,7030,"1",0,0,3,7,1300,0,1968,0,"98034",47.721,-122.179,1450,7650 +"6662410070","20150414T000000",420000,4,2.25,2030,12000,"2",0,0,3,7,2030,0,1977,0,"98011",47.7699,-122.168,2190,9900 +"1919800260","20140716T000000",645000,3,1.75,2340,6750,"1.5",0,0,5,7,1620,720,1914,0,"98103",47.6956,-122.335,1410,3388 +"7283900045","20150428T000000",549950,3,2.5,2160,6288,"2",0,0,3,8,2160,0,1996,0,"98133",47.7655,-122.35,1830,7600 +"3756100160","20140923T000000",678000,3,2.75,2770,10000,"1",0,1,5,8,1640,1130,1962,0,"98033",47.7011,-122.206,2450,10000 +"3352401981","20140521T000000",199000,4,2,2030,8120,"2",0,0,3,7,2030,0,1950,0,"98178",47.4994,-122.261,1520,9440 +"5315100394","20150218T000000",604000,3,1,1440,13824,"1",0,0,4,7,1440,0,1957,0,"98040",47.5872,-122.241,2540,12092 +"3450300270","20150403T000000",268000,5,1.75,1730,10368,"1",0,0,5,7,1010,720,1963,0,"98059",47.5008,-122.162,1730,7728 +"2325069117","20140805T000000",960000,5,3.5,4510,16305,"2",0,0,3,10,2820,1690,2003,0,"98074",47.6346,-122.011,4330,18741 +"7199340310","20150218T000000",509250,3,2.5,2100,7600,"1",0,0,4,7,1450,650,1980,0,"98052",47.6968,-122.127,2010,7600 +"8663260030","20141118T000000",416000,3,2.5,1800,5372,"2",0,0,3,8,1800,0,1987,0,"98034",47.7188,-122.177,1650,6014 +"9315100030","20140515T000000",190000,3,1,1090,8520,"1",0,0,3,7,1090,0,1967,0,"98003",47.3364,-122.307,1190,8520 +"2190601049","20150429T000000",212000,3,1.5,1010,10000,"1",0,0,4,7,1010,0,1973,0,"98003",47.2881,-122.294,2420,34637 +"9264930400","20141029T000000",325900,3,2.5,2040,9765,"2",0,0,3,8,2040,0,1985,0,"98023",47.309,-122.349,2350,10150 +"2490200055","20140801T000000",560000,3,3.5,2270,4088,"2",0,0,3,8,1880,390,1996,0,"98136",47.5356,-122.384,1760,5425 +"3830630140","20140924T000000",275000,3,2.5,1730,5799,"2",0,0,4,7,1730,0,1987,0,"98030",47.3499,-122.177,1710,6490 +"6385260160","20150309T000000",665000,4,2.5,2480,15411,"2",0,2,3,8,2480,0,1994,0,"98059",47.5379,-122.16,2940,14679 +"5701500030","20140601T000000",1.505e+006,4,3.5,3480,7232,"2",0,0,3,9,2580,900,1926,2010,"98144",47.5859,-122.291,2380,5642 +"0859000160","20141203T000000",375000,4,2,1720,2410,"1",0,0,3,7,970,750,1930,2006,"98106",47.5252,-122.361,1160,1404 +"0123039633","20140909T000000",359950,3,1.75,1570,6975,"1",0,0,3,7,1040,530,1979,0,"98126",47.5137,-122.37,1280,7813 +"3601200465","20150123T000000",340000,4,2.75,3527,7200,"2",0,0,3,7,3527,0,2005,0,"98198",47.3823,-122.3,2490,7200 +"0106000320","20141031T000000",401000,2,1,840,8100,"1",0,0,4,7,840,0,1948,0,"98177",47.7019,-122.366,1100,8220 +"7631200292","20140626T000000",669000,2,1.75,1950,10766,"1",0,3,4,6,1160,790,1952,0,"98166",47.4504,-122.377,1780,11721 +"2526059046","20150429T000000",638500,4,2.5,1980,6568,"2",0,0,3,8,1980,0,2004,0,"98052",47.704,-122.101,2310,6496 +"3416600111","20150323T000000",545000,2,1.5,1620,3760,"2",0,0,5,7,1170,450,1924,0,"98144",47.6012,-122.291,2130,4000 +"3205500160","20141226T000000",524000,4,1,1980,7015,"1",0,0,3,7,1260,720,1973,0,"98034",47.7204,-122.18,1570,7626 +"0824059331","20141108T000000",1.61e+006,5,3.75,3530,13260,"2",0,0,3,10,3530,0,2013,0,"98040",47.5761,-122.205,3340,13260 +"5347200060","20140909T000000",280000,2,1,1260,4800,"1",0,0,3,6,1100,160,1947,0,"98126",47.5196,-122.376,1260,2435 +"9323610260","20140825T000000",828000,4,2.5,2120,10841,"1",0,0,4,8,1500,620,1979,0,"98006",47.556,-122.156,3130,10950 +"8732160240","20141017T000000",223000,3,1.75,1360,10573,"1",0,0,4,7,1360,0,1984,0,"98023",47.2983,-122.374,1580,8280 +"9808640320","20150102T000000",1.289e+006,4,3.5,3100,2261,"2",0,2,3,9,2250,850,1981,0,"98033",47.6512,-122.202,2660,2000 +"1326069050","20150504T000000",750000,2,2,2370,155130,"1",0,0,3,7,2370,0,1970,0,"98019",47.7388,-121.972,1860,14475 +"1454100267","20150417T000000",430000,2,1,1460,9207,"1",0,0,3,7,1210,250,1947,0,"98125",47.7195,-122.287,1500,6898 +"5021900160","20140618T000000",711000,4,1.75,1980,10800,"1",0,0,5,6,990,990,1948,0,"98040",47.5768,-122.222,2180,10800 +"0818100030","20141204T000000",310000,4,2.5,1930,7014,"2",0,0,3,8,1930,0,1994,0,"98042",47.3921,-122.163,1990,7920 +"0393000045","20141226T000000",415000,5,1.75,3700,9140,"1",0,0,3,8,1850,1850,1957,0,"98178",47.5086,-122.258,2190,6720 +"8091411040","20140701T000000",274900,4,2.5,1970,6600,"2",0,0,3,7,1970,0,1987,0,"98030",47.3491,-122.168,1970,7682 +"5561200310","20140609T000000",525000,3,3,2470,36445,"2",0,0,4,8,2470,0,1980,0,"98027",47.4661,-121.997,2310,35350 +"3204500340","20141219T000000",179500,3,1,1180,32214,"1",0,0,3,7,1180,0,1952,0,"98092",47.3313,-122.198,2300,13714 +"9222400935","20140523T000000",478000,3,1,1280,2580,"1.5",0,0,3,8,1280,0,1910,2014,"98115",47.6727,-122.32,1410,3150 +"1796350570","20140521T000000",195000,3,1.75,1380,7350,"1",0,0,3,7,990,390,1981,0,"98042",47.369,-122.093,1660,8400 +"2473450200","20150305T000000",385000,4,3,2740,10925,"1",0,0,3,8,1670,1070,1980,0,"98058",47.4538,-122.125,2330,9940 +"1387300570","20141201T000000",401000,3,2.75,2020,9505,"1",0,0,3,7,1260,760,1969,0,"98011",47.7399,-122.197,2080,11901 +"8857640860","20140926T000000",522000,4,2.5,2835,6598,"2",0,0,3,8,2835,0,2002,0,"98038",47.3878,-122.034,2770,6969 +"5415000240","20150224T000000",330000,4,1.75,1520,14417,"1",0,0,4,7,1520,0,1968,0,"98065",47.526,-121.809,1600,10716 +"2591760070","20140603T000000",503000,3,2.5,2190,4882,"2",0,0,3,9,2190,0,1999,0,"98155",47.7641,-122.306,2190,7055 +"4131500140","20150212T000000",175000,5,1.75,1680,8400,"1",0,0,4,7,1680,0,1979,0,"98003",47.3035,-122.307,1800,8550 +"7203220370","20150320T000000",963990,4,3.5,3915,6364,"2",0,0,3,9,3915,0,2014,0,"98053",47.6844,-122.016,3830,6507 +"1651500060","20140929T000000",845000,5,2,1720,9972,"1",0,0,4,8,1720,0,1951,0,"98004",47.6368,-122.218,2700,9023 +"7883600700","20150122T000000",157500,2,1,670,4500,"1",0,0,3,5,670,0,1905,0,"98108",47.5271,-122.326,1210,4500 +"0567000755","20141205T000000",450000,2,3,1790,1709,"2",0,0,3,7,1400,390,2001,0,"98144",47.5926,-122.296,1460,1462 +"9294300615","20140918T000000",925000,4,1.75,2440,11793,"1",0,4,3,8,1420,1020,1950,0,"98115",47.6807,-122.267,2500,8028 +"3213200215","20150105T000000",600000,2,1,920,5029,"1",0,0,4,7,920,0,1938,0,"98115",47.6726,-122.265,1230,5029 +"9136101776","20140918T000000",709000,4,1,1680,4087,"1.5",0,0,3,7,1680,0,1911,0,"98103",47.6667,-122.337,1740,3745 +"5035300850","20141110T000000",1.385e+006,5,3.75,3290,6480,"2",0,0,5,10,2190,1100,1938,0,"98199",47.653,-122.415,2010,7639 +"3668001080","20140911T000000",248000,3,2.5,2120,6840,"1",0,0,3,7,1220,900,1984,0,"98092",47.278,-122.145,1820,8200 +"5540800100","20150511T000000",245000,3,1,910,6630,"1",0,0,4,6,910,0,1912,0,"98103",47.6947,-122.346,950,5100 +"3679401110","20140530T000000",332000,2,1,1000,4776,"1",0,0,4,6,1000,0,1942,0,"98108",47.5619,-122.315,1500,4800 +"7852130100","20150313T000000",459950,3,2.5,2340,4273,"2",0,0,3,7,2340,0,2002,0,"98065",47.5362,-121.878,2400,4624 +"9828200147","20150410T000000",425000,3,2,1180,1800,"2",0,2,3,8,1180,0,1994,0,"98122",47.6168,-122.301,1500,1948 +"0826069085","20140903T000000",460000,3,2.25,2080,50965,"1",0,0,3,8,1590,490,1979,0,"98077",47.7506,-122.063,2270,51836 +"6383900090","20140904T000000",838300,6,2.5,3760,12978,"1",0,0,3,9,2360,1400,1967,0,"98117",47.6976,-122.381,2300,7362 +"8100000090","20141111T000000",256000,3,2.5,1480,7200,"2",0,0,5,7,1480,0,1995,0,"98010",47.3126,-122.023,1350,7200 +"7805450750","20150120T000000",864000,3,2.75,3060,13554,"2",0,0,3,10,3060,0,1984,0,"98006",47.5609,-122.106,3060,11455 +"0148000705","20150305T000000",900000,4,3.5,3070,4440,"2",0,0,3,9,2030,1040,1922,2007,"98116",47.5732,-122.411,1780,4800 +"1432400490","20150401T000000",145600,3,1,1170,7560,"1",0,0,3,6,1170,0,1958,0,"98058",47.4514,-122.178,1170,7560 +"7974200820","20140821T000000",865000,5,3,2900,6730,"1",0,0,5,8,1830,1070,1977,0,"98115",47.6784,-122.285,2370,6283 +"8731951130","20140609T000000",250250,3,2.25,2210,8000,"2",0,0,4,8,2210,0,1969,0,"98023",47.3085,-122.381,1990,8000 +"7227801955","20140919T000000",162000,4,2,1440,7641,"1",0,0,4,5,1440,0,1943,0,"98056",47.508,-122.183,1440,7750 +"3558910490","20140731T000000",450000,4,1.75,1980,7350,"1",0,0,3,7,1430,550,1973,0,"98034",47.7088,-122.202,1870,7920 +"0324059112","20150325T000000",675500,4,2.75,2060,21344,"1",0,0,2,8,1460,600,1978,0,"98005",47.5934,-122.154,2060,16088 +"2710600025","20141103T000000",697000,3,2.25,2420,5304,"1.5",0,0,5,7,1640,780,1947,0,"98115",47.6765,-122.285,1560,5304 +"7582700100","20141111T000000",1.32405e+006,3,3.25,3440,4080,"2",0,0,3,9,2560,880,2005,0,"98105",47.6644,-122.28,3110,4080 +"3882300100","20141201T000000",490000,3,1.75,1600,16510,"1",0,0,3,8,1600,0,1984,0,"98052",47.6601,-122.135,1510,10407 +"3735900590","20141021T000000",590000,3,2.25,2210,5742,"1",0,0,3,8,1460,750,1951,0,"98115",47.6891,-122.318,1900,4590 +"5153200356","20150512T000000",280000,4,1.75,2250,16000,"1",0,0,3,8,1450,800,1957,0,"98023",47.3303,-122.351,1930,16000 +"7625702350","20140523T000000",515000,2,1,1680,6500,"1",0,0,4,7,1140,540,1941,0,"98136",47.55,-122.388,1610,6500 +"2755200090","20140714T000000",576000,3,1,1140,5395,"1",0,0,4,7,1010,130,1909,0,"98115",47.6782,-122.306,1700,5376 +"0626059317","20141120T000000",375000,3,1.75,1430,10574,"2",0,0,3,7,1430,0,1981,0,"98011",47.7668,-122.218,1900,10450 +"7199360090","20150320T000000",478000,3,1,1440,7107,"1",0,0,4,7,1000,440,1980,0,"98052",47.6968,-122.124,1540,7140 +"8651443480","20150128T000000",282000,3,1,1670,5200,"1",0,0,5,7,1030,640,1977,0,"98042",47.3659,-122.092,1620,6696 +"9359100750","20141031T000000",1.4e+006,4,4.5,3080,10550,"2",0,3,3,8,1940,1140,1976,2007,"98040",47.5806,-122.244,2780,10550 +"5561400740","20150210T000000",593500,5,3.25,4300,50405,"2",0,0,3,8,3220,1080,1972,0,"98027",47.4615,-122,2680,41684 +"1723099031","20141020T000000",724950,4,3.5,3010,174240,"2",0,0,3,9,3010,0,2004,0,"98045",47.4775,-121.691,2720,247856 +"7236500025","20140829T000000",306000,3,1.75,1560,7500,"1",0,0,4,8,1560,0,1966,0,"98056",47.489,-122.18,1600,7904 +"2473411080","20140609T000000",341000,4,1.75,1920,7665,"1",0,0,4,8,1500,420,1975,0,"98058",47.4476,-122.128,2100,7344 +"1773101335","20141103T000000",399950,3,2.5,1400,4400,"1",0,0,3,7,1400,0,1930,2014,"98106",47.553,-122.365,1060,4400 +"9126100850","20141120T000000",534000,5,2,2280,3600,"2",0,0,3,7,2280,0,1992,0,"98122",47.6056,-122.305,1740,1800 +"7202331220","20140721T000000",635000,6,2.5,3880,5700,"2",0,0,3,7,3880,0,2003,0,"98053",47.6816,-122.038,2620,5070 +"5511600245","20150324T000000",350000,2,1,1350,3880,"1",0,0,3,6,950,400,1927,0,"98103",47.6842,-122.344,1670,3920 +"1344300090","20150217T000000",856000,3,1.5,1480,2700,"1.5",0,0,3,7,1480,0,1928,0,"98112",47.623,-122.304,1970,4200 +"9828702812","20140923T000000",582000,4,3,1670,1189,"3",0,0,3,8,1427,243,2000,0,"98122",47.6182,-122.302,1700,1401 +"3825310820","20140729T000000",799000,4,2.5,3400,6742,"2",0,0,3,9,3400,0,2004,0,"98052",47.7067,-122.129,2970,6909 +"7852040110","20140908T000000",423700,3,2.5,2070,3986,"2",0,0,3,8,2070,0,1999,0,"98065",47.5348,-121.877,2090,3986 +"6752500090","20150127T000000",1.835e+006,4,3.5,4870,39190,"2",0,0,3,12,4870,0,1995,0,"98006",47.5447,-122.124,5000,33880 +"3222079162","20140813T000000",322000,3,2,1760,43575,"1",0,0,3,7,1160,600,1988,0,"98010",47.3565,-121.94,1760,46038 +"1025069192","20141105T000000",929000,4,3.25,4030,57499,"2",0,0,3,9,4030,0,2002,0,"98053",47.6617,-122.026,3470,57499 +"5101404608","20141201T000000",443000,2,1,1130,5413,"1",0,0,3,7,880,250,1939,0,"98115",47.6971,-122.315,1250,5413 +"9477100490","20150424T000000",441500,3,1.75,1510,7700,"1",0,0,3,7,1510,0,1968,0,"98034",47.7283,-122.194,1440,7416 +"0324069015","20140708T000000",875000,4,3.5,3110,108464,"2",0,2,4,8,3110,0,1979,0,"98075",47.592,-122.018,2340,4938 +"4114601570","20141118T000000",3.6e+006,3,3.25,5020,12431,"2",1,4,3,10,3420,1600,1941,2002,"98144",47.5925,-122.287,3680,12620 +"7920100025","20150427T000000",450000,2,1,740,5100,"1",0,0,4,7,740,0,1947,0,"98115",47.6787,-122.301,920,5100 +"3275730110","20140908T000000",425000,3,2.25,1630,10500,"1",0,0,3,7,1100,530,1974,0,"98034",47.7176,-122.236,1640,9794 +"7504030090","20140601T000000",660000,4,1.75,2780,9900,"2",0,0,4,10,2780,0,1978,0,"98074",47.6348,-122.06,2600,12000 +"8813400405","20140616T000000",763101,3,1.75,1990,5560,"1",0,0,4,7,1100,890,1939,0,"98105",47.664,-122.287,1460,3706 +"1313300300","20150407T000000",499000,4,2.75,2250,14149,"2",0,0,3,9,2250,0,1992,0,"98019",47.7353,-121.962,2450,14027 +"8121610110","20150303T000000",521000,3,1.75,1720,37363,"1",0,0,4,8,1350,370,1974,0,"98053",47.6608,-122.035,2740,40635 +"1820069019","20140529T000000",302000,2,1,900,423838,"1",0,2,5,6,900,0,1925,0,"98022",47.228,-122.088,1810,94960 +"9406450090","20150408T000000",293000,4,2.25,2360,6260,"2",0,0,3,7,2360,0,1998,0,"98038",47.3882,-122.053,2144,6773 +"2619950490","20140712T000000",335000,3,2.25,1530,4580,"2",0,0,3,7,1530,0,2011,0,"98019",47.7342,-121.968,2110,4094 +"1646500785","20141215T000000",499000,2,1,1450,3090,"2",0,0,3,7,1450,0,1919,1987,"98103",47.6853,-122.356,1450,4635 +"1868901690","20150505T000000",600000,3,1.75,2040,5000,"1.5",0,0,3,7,1780,260,1924,0,"98115",47.6756,-122.299,1690,5000 +"9542400025","20140916T000000",720000,4,1.75,2620,11041,"1.5",0,0,4,9,2620,0,1962,0,"98005",47.5975,-122.174,2230,11041 +"2781270090","20150225T000000",195000,2,2,1180,2553,"2",0,0,3,6,1180,0,2005,0,"98038",47.3501,-122.02,1310,2687 +"1665400165","20140507T000000",249000,3,1,1110,8423,"1",0,0,3,7,1110,0,1952,0,"98166",47.4718,-122.342,1140,9083 +"1326069191","20150202T000000",334000,3,2.25,1840,9781,"2",0,0,3,7,1840,0,1989,0,"98019",47.7347,-121.976,1490,10101 +"0381000110","20141107T000000",599950,4,1.75,2720,7810,"1",0,0,3,8,1510,1210,1952,0,"98115",47.6788,-122.283,2120,7315 +"3530530110","20150217T000000",149900,2,1.75,1090,1950,"1",0,0,4,8,1090,0,1982,0,"98198",47.3782,-122.319,1360,3426 +"5210200107","20141125T000000",700000,4,1.75,1730,6500,"1",0,0,3,7,1250,480,1945,0,"98115",47.6982,-122.282,1910,8100 +"1574100025","20140807T000000",525000,4,1.5,1170,6240,"1",0,0,4,6,1170,0,1960,0,"98040",47.5495,-122.232,2380,8846 +"2523069192","20140708T000000",1.049e+006,4,3.75,4740,126759,"2",0,0,4,10,4740,0,1991,0,"98027",47.4449,-121.979,3060,118047 +"6706600090","20140508T000000",402000,3,2.5,1960,8000,"1",0,0,4,7,1290,670,1977,0,"98034",47.7249,-122.178,1960,8000 +"1994200031","20140620T000000",450000,3,2,1430,3480,"1",0,0,3,7,980,450,1947,0,"98103",47.6874,-122.336,1450,4650 +"2523069156","20141203T000000",520000,3,2.25,2510,43995,"2",0,0,3,8,2510,0,1981,0,"98027",47.4545,-121.988,2470,48351 +"5029450850","20141204T000000",205000,3,1.75,1420,6980,"1",0,0,5,7,820,600,1980,0,"98023",47.2873,-122.367,1470,7319 +"2723069147","20140902T000000",635000,3,2.25,2680,175982,"1",0,0,3,9,2680,0,2004,0,"98038",47.4487,-122.033,3170,215186 +"3750605349","20150304T000000",210500,3,1,1220,9600,"1",0,0,5,7,1220,0,1958,0,"98001",47.2622,-122.282,1310,9600 +"9285800735","20140812T000000",406650,2,1,1070,6100,"1",0,0,3,6,1070,0,1940,0,"98126",47.5698,-122.377,1770,5695 +"7574000100","20150408T000000",350000,3,1.75,1580,19998,"1",0,0,4,7,1580,0,1968,0,"98010",47.3299,-122.046,1860,19998 +"9212900100","20150423T000000",425000,4,1.75,1820,6000,"1",0,0,3,7,930,890,1942,0,"98115",47.6872,-122.296,1590,6000 +"8651611130","20140605T000000",798000,3,3.5,3590,6402,"2",0,0,3,10,3590,0,1999,0,"98074",47.6336,-122.063,3230,7305 +"0423059184","20141201T000000",180000,3,1,1960,9583,"2",0,0,2,5,1960,0,1908,0,"98056",47.505,-122.171,1850,8324 +"5451200600","20140602T000000",1.25e+006,5,3.25,3160,13238,"2",0,0,5,8,3160,0,1972,0,"98040",47.5373,-122.224,2360,12042 +"6300000378","20150303T000000",435000,4,2,2030,4033,"2",0,0,4,7,1630,400,1925,0,"98133",47.7056,-122.342,1350,1340 +"2570300090","20141126T000000",355000,3,1.5,1240,15867,"1",0,0,3,7,1240,0,1962,0,"98034",47.7167,-122.202,1570,9600 +"9808100100","20150202T000000",3e+006,5,3.25,5370,14091,"2",0,0,3,10,3850,1520,1918,2008,"98004",47.6499,-122.216,2410,12047 +"4019300906","20140724T000000",685000,5,2.5,2670,14455,"2",0,0,5,9,2670,0,1958,0,"98155",47.7565,-122.284,1810,14455 +"1023059223","20140725T000000",311000,3,1,1640,12060,"1",0,0,4,7,1640,0,1960,0,"98059",47.4941,-122.151,1680,9147 +"9320700090","20140911T000000",305000,4,2.25,2130,9600,"1",0,0,4,7,2130,0,1966,0,"98031",47.4119,-122.211,1710,9600 +"5700002460","20140725T000000",675000,3,2.5,2550,4954,"1.5",0,0,4,7,1850,700,1924,0,"98144",47.5758,-122.287,1700,4954 +"7598100735","20140829T000000",769000,4,2.75,3630,15405,"1",0,2,4,8,1850,1780,1968,0,"98040",47.566,-122.225,3380,11184 +"2202500110","20140805T000000",430000,3,1.5,1690,9708,"1.5",0,0,5,7,1690,0,1954,0,"98006",47.5732,-122.136,1570,9858 +"0726059395","20140923T000000",516250,6,2,2390,8660,"1.5",0,0,4,7,2390,0,1925,0,"98011",47.7589,-122.216,2250,12942 +"1455600015","20141212T000000",760000,3,3.5,2350,10739,"1",0,2,5,7,1340,1010,1940,0,"98125",47.7288,-122.284,2580,11026 +"9528101224","20141007T000000",579950,3,3.5,1420,1217,"2",0,0,3,8,1180,240,2003,0,"98115",47.6827,-122.324,1494,1264 +"6713100031","20150211T000000",476000,3,2.25,1570,7187,"1",0,0,4,8,1170,400,1980,0,"98133",47.7604,-122.356,1660,8775 +"8677900123","20140612T000000",510000,3,1.75,1600,19200,"1",0,0,4,7,1600,0,1967,0,"98034",47.7202,-122.249,2010,14850 +"4302201130","20140508T000000",205000,2,1,720,5040,"1",0,0,3,6,720,0,1955,0,"98106",47.5267,-122.36,1357,5120 +"1310800090","20141007T000000",240000,3,1,1470,7350,"1",0,0,3,7,1470,0,1969,0,"98032",47.3616,-122.286,1720,8050 +"6117502727","20140902T000000",738000,5,3.5,2790,16952,"2",0,2,3,10,1970,820,1991,0,"98166",47.4384,-122.347,2980,17281 +"9324800110","20140728T000000",420000,3,1.75,1720,8102,"1",0,0,5,6,860,860,1940,0,"98125",47.7336,-122.29,1440,8106 +"8965000110","20141114T000000",455000,3,1.75,1300,9600,"1",0,0,4,7,1300,0,1969,0,"98052",47.6388,-122.103,2070,9775 +"5700001055","20140915T000000",765000,4,1,2520,5500,"1.5",0,0,5,8,1820,700,1912,0,"98144",47.5785,-122.292,2350,5000 +"0049500090","20141205T000000",372000,4,1.5,1780,7914,"1.5",0,0,4,7,1780,0,1962,0,"98059",47.5142,-122.163,1350,8069 +"3812400657","20141204T000000",160000,3,1,1200,8360,"1",0,0,2,6,1200,0,1948,0,"98118",47.5414,-122.281,1570,6823 +"2725069162","20140815T000000",772000,4,2.5,2990,9643,"2",0,0,3,9,2990,0,2003,0,"98074",47.6292,-122.024,2990,8666 +"4232400110","20141111T000000",1.125e+006,5,1.75,1910,5640,"2",0,0,4,9,1910,0,1906,0,"98112",47.6249,-122.311,2050,5400 +"9521100586","20140524T000000",479000,3,1,1370,3000,"1.5",0,0,3,7,1370,0,1924,0,"98103",47.6619,-122.351,1510,2151 +"7215721570","20150505T000000",570000,3,2.5,1910,4941,"2",0,0,3,8,1910,0,1999,0,"98075",47.5989,-122.016,1910,4941 +"3834000805","20140710T000000",350000,4,1,1170,8147,"1.5",0,0,3,6,1170,0,1959,0,"98125",47.7281,-122.289,1260,8147 +"2274000026","20141101T000000",353000,3,2.5,1250,864,"3",0,0,3,8,1250,0,2004,0,"98115",47.6978,-122.318,1330,2298 +"5103300090","20140801T000000",699000,5,2.5,3340,24755,"2",0,0,3,10,3340,0,2002,0,"98038",47.4565,-122.066,3420,23274 +"9558200025","20140730T000000",265000,3,2,1380,8536,"2",0,0,4,7,1380,0,1955,0,"98148",47.4374,-122.335,1260,8750 +"8649401270","20150430T000000",167000,1,1,780,10235,"1.5",0,0,3,6,780,0,1989,0,"98014",47.713,-121.315,930,10165 +"0686200740","20141020T000000",500000,4,2.25,2080,8000,"1",0,0,3,8,1390,690,1964,0,"98008",47.6264,-122.113,1800,7700 +"7658600025","20140709T000000",700000,3,1,1410,7200,"2",0,0,4,6,1410,0,1901,0,"98144",47.5924,-122.302,1640,7200 +"3702900165","20141104T000000",295000,1,1,520,5600,"1",0,0,3,6,520,0,1918,0,"98116",47.5579,-122.395,1030,5265 +"7977201240","20150311T000000",1.01e+006,4,3.5,3500,4080,"2",0,2,3,9,2590,910,2004,0,"98115",47.6834,-122.292,2430,5100 +"8651410090","20150508T000000",209000,2,1,840,5265,"1",0,0,5,6,840,0,1969,0,"98042",47.3644,-122.082,920,5100 +"3750603732","20150128T000000",276000,3,1.75,2240,9200,"1",0,0,4,7,1440,800,1968,0,"98001",47.2635,-122.284,1740,9600 +"1023059429","20150122T000000",380000,4,2.5,2100,5857,"2",0,0,3,8,2100,0,2002,0,"98059",47.4956,-122.163,2090,7779 +"2412100025","20140606T000000",315000,3,1.5,1750,12500,"1",0,0,3,7,1150,600,1954,0,"98024",47.5666,-121.902,1680,13000 +"0203600600","20150310T000000",685530,4,2.5,3130,60467,"2",0,0,3,9,3130,0,1996,0,"98014",47.6618,-121.962,2780,44224 +"2021069059","20140626T000000",254600,3,2,1470,20000,"1",0,0,4,7,1470,0,1968,0,"98002",47.2973,-122.08,1390,30056 +"7227501645","20140603T000000",230000,3,2,1440,5600,"1",0,0,4,6,720,720,1942,2007,"98056",47.4947,-122.185,1120,5700 +"4310702787","20140717T000000",335000,3,3,1430,1249,"3",0,0,3,8,1430,0,2003,0,"98103",47.6971,-122.34,1020,1112 +"1494300110","20140603T000000",550000,4,2.5,2170,9600,"1",0,0,3,7,1460,710,1980,0,"98052",47.6789,-122.116,1940,8400 +"1950900245","20141226T000000",123300,3,1,1150,8050,"1.5",0,0,4,7,1150,0,1956,0,"98032",47.374,-122.296,1360,8050 +"3512100110","20140902T000000",275436,4,2.75,2170,9658,"1.5",0,0,3,7,2170,0,1966,0,"98030",47.3741,-122.189,1490,9731 +"8732750100","20140525T000000",325000,4,3.5,2630,3435,"1.5",0,3,3,7,1640,990,1984,0,"98188",47.4355,-122.272,1920,2435 +"1332000110","20140725T000000",635000,4,2.5,2490,40608,"2",0,0,3,9,2490,0,1997,0,"98053",47.6507,-122.004,3170,45441 +"2768100690","20150423T000000",513000,3,1.75,1710,5000,"1",0,0,4,7,1110,600,1944,0,"98107",47.6689,-122.37,920,5000 +"7525410090","20140708T000000",580000,4,2.5,2130,35752,"1",0,0,3,8,1490,640,1980,0,"98075",47.5748,-122.031,3030,34000 +"9558800025","20150429T000000",225000,3,1,940,9272,"1",0,0,3,7,940,0,1954,0,"98148",47.4353,-122.335,1270,9375 +"2788400315","20140922T000000",265000,3,1,1400,9460,"1",0,0,3,7,1060,340,1961,0,"98168",47.5119,-122.321,1570,7700 +"7128300855","20141014T000000",313000,4,1.75,1630,3000,"1",0,0,3,7,930,700,1978,0,"98144",47.5961,-122.305,1630,3000 +"7655900038","20150414T000000",296000,2,1,1370,8400,"1",0,0,3,7,1370,0,1948,0,"98133",47.7344,-122.336,1330,8396 +"7923500090","20141020T000000",655500,4,2.75,2380,15800,"1",0,0,3,8,1680,700,1957,2001,"98007",47.5929,-122.133,1950,11751 +"3339900096","20141210T000000",250750,5,1.75,2140,12058,"1",0,0,4,8,2140,0,1951,0,"98002",47.3167,-122.214,1640,10125 +"5214500690","20140904T000000",438000,4,2.5,1970,8545,"2",0,0,3,8,1970,0,2004,0,"98059",47.4893,-122.138,2590,7200 +"4045900147","20140801T000000",590000,3,2.75,2550,54014,"2",0,0,4,8,1980,570,1967,0,"98072",47.7596,-122.117,2180,21600 +"6450302900","20141006T000000",329500,3,1,1080,5250,"1",0,0,4,7,1080,0,1947,0,"98133",47.7309,-122.336,1100,5250 +"2597460090","20150316T000000",1.195e+006,3,2.25,3070,9645,"2",0,0,3,10,2110,960,1987,0,"98006",47.5522,-122.144,3130,9450 +"2770601595","20150320T000000",415000,2,1,1470,6000,"1",0,0,3,6,900,570,1944,0,"98199",47.6527,-122.386,1670,6000 +"4188000490","20140922T000000",900000,4,2.5,3620,42580,"2",0,0,3,10,3620,0,1984,0,"98052",47.7204,-122.115,2950,33167 +"1324079085","20150504T000000",378000,3,1.5,1050,57499,"1",0,0,3,7,1050,0,1975,0,"98024",47.5602,-121.86,1460,42688 +"1720069006","20140812T000000",474000,2,1,1050,403365,"1",0,3,5,6,1050,0,1905,0,"98022",47.2221,-122.059,1760,108900 +"1947300115","20140619T000000",464000,3,1,1320,3625,"2",0,0,3,7,1320,0,1900,0,"98122",47.6049,-122.288,1660,5438 +"5490700100","20141208T000000",310000,3,1,1210,7649,"1",0,0,4,7,1210,0,1956,0,"98155",47.7693,-122.32,1210,6760 +"7278100690","20140918T000000",580000,3,1.5,1860,7190,"2",0,1,5,7,1860,0,1952,0,"98177",47.7716,-122.392,1670,5525 +"2322029048","20141119T000000",999000,3,2.75,2830,505166,"1",1,3,4,8,1830,1000,1962,0,"98070",47.3782,-122.514,2120,21988 +"6821102100","20150317T000000",510000,2,1,810,6480,"1",0,0,5,6,810,0,1942,0,"98199",47.6493,-122.398,1920,6000 +"3176100110","20140506T000000",650000,3,1.5,1630,7475,"1",0,1,3,7,1160,470,1940,0,"98115",47.6725,-122.272,2320,7475 +"2188200785","20140912T000000",196000,3,1,880,19600,"1",0,0,4,7,880,0,1978,0,"98023",47.2707,-122.34,880,10500 +"1446801030","20140822T000000",220000,4,1.75,1660,11664,"1",0,0,3,6,1010,650,1952,0,"98168",47.4943,-122.331,1670,9975 +"8965520100","20141008T000000",855000,3,2.25,3440,10628,"2",0,2,3,10,3440,0,1985,0,"98006",47.5647,-122.108,3170,11434 +"3649100586","20140829T000000",483000,3,1.75,2110,10454,"1",0,0,4,8,1440,670,1978,0,"98028",47.7344,-122.246,1990,10890 +"7283900153","20150407T000000",400000,3,1,1060,12000,"1",0,0,3,7,1060,0,1952,0,"98133",47.7703,-122.35,1550,10500 +"1036100100","20140702T000000",435000,3,2.5,1900,7984,"2",0,0,3,8,1900,0,1993,0,"98011",47.7433,-122.194,2650,9352 +"3278602670","20140930T000000",219500,1,1,820,1060,"1",0,0,3,8,760,60,2007,0,"98126",47.5473,-122.371,1770,1924 +"3625049014","20140829T000000",2.95e+006,4,3.5,4860,23885,"2",0,0,3,12,4860,0,1996,0,"98039",47.6172,-122.23,3580,16054 +"7276100165","20140916T000000",427000,3,2.5,2050,3218,"3",0,0,3,7,2050,0,2008,0,"98133",47.7612,-122.344,2050,7200 +"9136103130","20141201T000000",430000,2,1.5,1090,4013,"1.5",0,0,3,7,1090,0,1900,0,"98103",47.6652,-122.338,1390,4013 +"9136103130","20150512T000000",685000,2,1.5,1090,4013,"1.5",0,0,3,7,1090,0,1900,0,"98103",47.6652,-122.338,1390,4013 +"1193000025","20140903T000000",495000,2,1.5,1920,6250,"1",0,0,3,7,1060,860,1937,0,"98199",47.6497,-122.393,2070,6250 +"2744000100","20140625T000000",299950,3,2.5,1870,7942,"2",0,0,3,7,1870,0,1990,0,"98001",47.342,-122.279,1870,7392 +"3744600028","20141121T000000",390000,4,1.75,2690,46609,"1.5",0,0,3,7,2690,0,1940,0,"98146",47.4951,-122.352,1920,7302 +"3679400025","20140812T000000",385000,3,1.75,2160,5863,"1.5",0,0,4,7,1260,900,1928,0,"98144",47.5729,-122.315,1590,3000 +"9545260100","20140625T000000",740000,4,2.5,3000,10392,"2",0,0,3,9,3000,0,1995,0,"98027",47.535,-122.049,3140,9213 +"0375000165","20140723T000000",991700,4,3,2290,2350,"2",0,1,3,9,1610,680,1924,2011,"98116",47.574,-122.415,1610,3820 +"4003000053","20140813T000000",765000,3,2.75,2250,9600,"2.5",0,0,4,9,1830,420,1909,1991,"98122",47.6033,-122.287,2060,4980 +"7855600820","20140904T000000",802000,4,2.25,2130,8734,"2",0,2,4,8,2130,0,1961,0,"98006",47.5672,-122.161,2550,8800 +"3860400100","20141121T000000",950000,4,2.75,2500,20000,"1",0,0,4,8,1700,800,1969,0,"98004",47.5901,-122.198,2650,20000 +"0121059147","20141104T000000",392000,4,2.5,2300,41167,"2",0,0,3,7,2300,0,1988,0,"98042",47.3412,-122.108,2300,21765 +"0825079019","20141203T000000",590000,3,2.5,3360,218235,"1",0,0,3,8,3360,0,1989,0,"98014",47.6601,-121.946,2650,220849 +"0123039313","20150410T000000",425000,4,2.5,1920,9000,"2",0,0,2,7,1920,0,1989,0,"98126",47.5153,-122.37,1530,10474 +"7784000110","20140722T000000",765000,5,1.75,2440,15143,"1.5",0,4,4,8,1740,700,1944,0,"98146",47.4948,-122.37,2390,10907 +"8835220090","20140807T000000",313500,3,2.25,1440,3488,"2",0,0,4,7,1440,0,1983,0,"98034",47.7257,-122.162,1390,3488 +"6381501636","20140820T000000",320000,3,1,1780,6840,"2",0,0,4,6,1780,0,1947,0,"98125",47.727,-122.3,1410,7200 +"1370804446","20150210T000000",604000,4,1.75,1490,4485,"1",0,0,3,8,1350,140,1960,0,"98199",47.6388,-122.399,1380,4846 +"9828701871","20150212T000000",570000,3,2,1400,1657,"2",0,0,3,8,1060,340,2004,0,"98112",47.6196,-122.298,1540,2275 +"3396200090","20140520T000000",639000,4,2.5,2150,12028,"2",0,0,4,8,2150,0,1982,0,"98052",47.7224,-122.101,1800,11777 +"1463400047","20140822T000000",335000,4,2,1910,10200,"1",0,0,4,7,1910,0,1963,0,"98059",47.4804,-122.133,1820,15600 +"8825900855","20141014T000000",896000,4,1.75,2660,3520,"2",0,0,4,8,2080,580,1917,0,"98115",47.6743,-122.308,2100,4080 +"7147600245","20140627T000000",259500,3,1.75,1650,12349,"1",0,0,3,7,1650,0,1957,0,"98188",47.442,-122.282,1470,10763 +"5071400485","20140807T000000",637000,3,2,1980,6000,"1",0,0,4,7,1380,600,1958,0,"98115",47.6921,-122.283,1260,6000 +"8732040090","20150506T000000",307450,4,2.75,2690,8874,"1",0,0,3,8,1370,1320,1980,0,"98023",47.3078,-122.383,1990,7875 +"8082400100","20140825T000000",535000,3,1.75,1380,3561,"1",0,0,4,7,860,520,1925,0,"98117",47.6822,-122.399,1820,4593 +"0546000930","20140630T000000",669500,4,2.25,2500,4046,"1.5",0,0,4,7,1520,980,1940,0,"98117",47.6882,-122.382,1410,4046 +"1665400025","20141028T000000",259000,3,1.75,1590,7148,"1",0,0,3,7,1590,0,1952,0,"98166",47.4713,-122.344,1150,7280 +"9187200245","20141231T000000",441000,4,1.5,1100,3300,"1",0,0,1,7,1100,0,1919,0,"98122",47.6033,-122.295,2020,4000 +"2123700015","20150512T000000",228800,4,2.5,1470,1612,"2",0,0,3,7,980,490,2003,0,"98118",47.5275,-122.271,1460,5027 +"8682291730","20140513T000000",530000,2,2,1680,4950,"1",0,0,3,8,1680,0,2006,0,"98053",47.7194,-122.022,1570,4800 +"5318100504","20140728T000000",524000,2,2,1450,2272,"1",0,0,4,6,750,700,1924,0,"98112",47.633,-122.282,2170,4370 +"9297800165","20141211T000000",430000,4,2.25,2020,4840,"1.5",0,0,5,8,1200,820,1925,0,"98126",47.5576,-122.376,1410,4840 +"1342300265","20141001T000000",1.325e+006,4,3.25,2470,4760,"1.5",0,0,5,9,1890,580,1906,0,"98112",47.6331,-122.31,2470,4760 +"2212901130","20141103T000000",210000,3,1,1230,12201,"1",0,0,3,7,1230,0,1969,0,"98042",47.3285,-122.134,1230,10780 +"8122100690","20140623T000000",449000,4,2.5,1850,5040,"1",0,0,3,7,1230,620,1930,2013,"98126",47.5386,-122.373,1010,5040 +"0148000375","20140619T000000",945000,2,2.5,2540,7089,"2",0,0,3,9,2540,0,2004,0,"98116",47.5747,-122.414,1330,7089 +"3423049209","20150318T000000",200450,3,1,970,9130,"1",0,0,3,6,970,0,1957,0,"98188",47.4369,-122.272,1000,8886 +"0016000015","20150417T000000",219950,3,1.5,1070,6601,"1",0,0,3,6,1070,0,1985,0,"98002",47.3115,-122.209,1030,6614 +"4035900015","20140619T000000",659500,4,3,2620,18362,"1",0,0,4,8,1870,750,1956,0,"98006",47.5646,-122.184,2630,16792 +"8563010300","20141126T000000",746000,4,2.75,2110,8190,"1.5",0,0,5,8,2110,0,1966,0,"98008",47.6269,-122.1,2420,8400 +"3396200300","20150331T000000",540000,3,1.75,2110,7129,"1",0,0,3,8,1280,830,1982,0,"98052",47.7219,-122.102,1810,8674 +"2291401425","20140910T000000",485000,5,2,1910,5508,"1",0,0,3,7,1020,890,1968,0,"98133",47.7074,-122.349,1030,7440 +"7454000110","20150127T000000",202000,2,1,670,7844,"1",0,0,3,6,670,0,1942,0,"98126",47.5165,-122.372,740,7218 +"3377900195","20140929T000000",2.525e+006,4,5.5,6930,45100,"1",0,0,4,11,4310,2620,1950,1991,"98006",47.5547,-122.144,2560,37766 +"3824100082","20150401T000000",502000,3,2.75,2010,11200,"1",0,0,3,8,1360,650,1979,0,"98028",47.7728,-122.253,2200,10640 +"3751604169","20150224T000000",279000,2,2.75,1770,10534,"1",0,0,3,8,1210,560,2003,0,"98001",47.2773,-122.276,1600,17400 +"6431500283","20141117T000000",409500,3,1,1340,4120,"1",0,0,4,7,1040,300,1921,0,"98103",47.6916,-122.352,1270,4635 +"6647400090","20140702T000000",453000,3,2,1660,15050,"1",0,0,3,7,1260,400,1983,0,"98034",47.7203,-122.194,1660,7320 +"7387500195","20150227T000000",367000,4,1,1820,5500,"1.5",0,0,3,6,1820,0,1947,0,"98106",47.5185,-122.363,1140,5500 +"3342101785","20140523T000000",550000,3,2.5,2510,5400,"2",0,0,3,9,2510,0,1992,0,"98056",47.5204,-122.206,1840,5400 +"9320600090","20150127T000000",273500,3,1.5,1560,8314,"1",0,0,3,7,1560,0,1962,0,"98031",47.4117,-122.209,1820,8925 +"8901001185","20141007T000000",505000,4,3,2280,7400,"1",0,0,3,7,1340,940,1978,0,"98125",47.711,-122.306,1540,7500 +"0825069097","20140619T000000",770000,3,2.5,2650,40705,"2",0,0,3,9,2650,0,1994,0,"98053",47.668,-122.063,2550,42625 +"7745000090","20140509T000000",565000,4,2.25,2470,7447,"2",0,0,3,8,2470,0,1984,0,"98155",47.7514,-122.286,2270,7400 +"1771110090","20140820T000000",316000,3,0.75,1270,10092,"1",0,0,5,7,1270,0,1971,0,"98077",47.7567,-122.073,1300,10375 +"7888100090","20140925T000000",160000,4,1,1520,7298,"1.5",0,0,3,7,1520,0,1960,0,"98198",47.3706,-122.31,1520,7298 +"5083000375","20141027T000000",170000,3,1,1310,9529,"1",0,0,3,7,1310,0,1956,0,"98198",47.4105,-122.295,1330,9529 +"5083000375","20150319T000000",235000,3,1,1310,9529,"1",0,0,3,7,1310,0,1956,0,"98198",47.4105,-122.295,1330,9529 +"1329000090","20141219T000000",1.799e+006,4,3.5,3930,39098,"2",0,0,3,12,3930,0,1999,0,"98005",47.6399,-122.158,4250,38682 +"8143000600","20140918T000000",310000,3,1,990,7050,"1",0,0,3,7,990,0,1967,0,"98034",47.7274,-122.202,1200,8125 +"2144800215","20140519T000000",285000,4,1.75,2080,13629,"1",0,0,4,7,1040,1040,1955,0,"98178",47.4866,-122.232,1780,14659 +"9268200658","20140604T000000",280000,2,1,960,4920,"1",0,0,3,6,960,0,1942,0,"98117",47.6946,-122.362,1010,5040 +"5452301785","20150218T000000",2.298e+006,4,4.25,4070,13860,"2",0,3,3,10,4070,0,2004,0,"98040",47.59,-122.229,3430,9240 +"1137500090","20140814T000000",763776,4,2.5,2750,16139,"2",0,0,3,9,2750,0,1989,0,"98075",47.5843,-122.06,2810,13093 +"6117500025","20150217T000000",530000,5,2.75,3230,13572,"1",0,2,3,8,1880,1350,1965,0,"98166",47.4393,-122.347,2910,15292 +"2326079039","20150211T000000",362000,1,1,890,211576,"1.5",0,0,3,7,890,0,1996,0,"98019",47.7216,-121.883,1670,217364 +"7595700025","20140725T000000",430000,2,1,990,4920,"1",0,0,3,6,990,0,1931,0,"98117",47.6939,-122.368,990,4960 +"4443800110","20140725T000000",456500,3,1,1290,3880,"1.5",0,0,4,7,1290,0,1919,0,"98117",47.6879,-122.392,1290,4850 +"5101405265","20140911T000000",445000,4,2.5,2170,5257,"2",0,0,3,7,2170,0,1989,0,"98115",47.6999,-122.305,1430,7528 +"9206200110","20150310T000000",386900,3,1,1330,10500,"1",0,0,3,7,960,370,1963,0,"98034",47.7204,-122.196,1460,11550 +"2205700405","20140708T000000",479000,3,1,1340,13750,"1",0,0,4,7,1340,0,1955,0,"98006",47.5771,-122.151,1430,11400 +"7852020300","20150313T000000",525000,3,2.5,2200,4544,"2",0,0,3,8,2200,0,2000,0,"98065",47.5319,-121.867,2400,5431 +"5559200051","20150106T000000",272000,4,1.75,2520,10890,"1",0,0,3,7,1260,1260,1979,0,"98023",47.3224,-122.343,2090,12375 +"2826049165","20150226T000000",517000,4,1,1180,13500,"1.5",0,0,3,7,1180,0,1950,0,"98125",47.7165,-122.308,1580,8976 +"2675600028","20150226T000000",615000,3,1.75,2660,7800,"1",0,0,4,8,1330,1330,1951,0,"98117",47.6993,-122.378,1950,6240 +"0259801110","20140828T000000",439000,3,1.75,1250,7030,"1",0,0,3,7,1250,0,1965,0,"98008",47.6285,-122.118,1460,7210 +"1150001270","20140724T000000",716000,3,2.5,2270,7866,"1",0,0,4,10,2270,0,1988,0,"98029",47.5622,-122.022,2580,8132 +"7130300690","20141028T000000",308000,2,1,1080,6250,"1",0,2,4,7,1080,0,1942,1968,"98118",47.5128,-122.251,2100,6875 +"2652500015","20140610T000000",800000,3,2.25,1620,4500,"2",0,0,4,8,1620,0,1926,0,"98119",47.643,-122.361,1210,4320 +"3693901801","20150505T000000",575000,3,2,940,5000,"1",0,0,3,7,880,60,1941,0,"98117",47.6771,-122.398,1420,5000 +"8092501240","20140701T000000",219950,3,1.5,1620,9310,"1",0,0,4,7,1620,0,1967,0,"98042",47.3665,-122.107,1610,10640 +"9552701030","20140522T000000",770000,4,2.5,2350,8001,"2",0,0,4,8,2350,0,1987,0,"98006",47.5478,-122.153,2460,8001 +"9477101280","20141230T000000",424950,3,1.75,2090,7505,"1",0,0,3,7,2090,0,1967,0,"98034",47.7326,-122.194,1510,7416 +"7462900015","20150108T000000",387000,3,2.25,1760,45133,"2",0,0,3,7,1760,0,1984,0,"98065",47.5124,-121.866,1910,51773 +"6744700302","20140620T000000",790000,4,1.75,2050,10920,"1",0,3,3,8,1450,600,1974,0,"98155",47.7431,-122.286,2440,10920 +"3163600015","20150128T000000",156000,2,1,600,4000,"1",0,0,3,5,600,0,1933,0,"98146",47.5065,-122.339,1290,6973 +"6896300375","20140505T000000",580000,2,1,2540,7000,"1",0,0,5,8,1320,1220,1942,0,"98118",47.5259,-122.261,2160,6000 +"7419700015","20140919T000000",490000,4,2.25,2090,10869,"2",0,0,3,8,2090,0,1970,0,"98033",47.6715,-122.164,1800,17788 +"4473400195","20140716T000000",950000,5,3.25,2700,3650,"2",0,2,3,9,2070,630,1926,2014,"98144",47.5959,-122.291,1940,4000 +"9358001566","20150213T000000",400000,2,2.5,1410,1281,"2",0,0,3,8,1090,320,2008,0,"98126",47.5659,-122.37,1410,2550 +"6145600900","20150513T000000",325000,2,2.5,1170,1638,"2",0,0,3,8,1170,0,2008,0,"98133",47.7041,-122.351,1350,1407 +"1865000110","20140929T000000",365000,4,2.5,2540,6688,"2",0,0,3,9,2540,0,2002,0,"98092",47.3314,-122.18,2810,6776 +"8698100115","20150407T000000",255000,3,1.75,2190,6000,"1.5",0,0,4,7,2190,0,1920,0,"98002",47.3063,-122.223,1610,6000 +"1454600038","20150323T000000",985000,5,3.5,3890,13261,"2",0,1,3,9,2870,1020,1984,0,"98125",47.7246,-122.284,3080,13261 +"5652601425","20150423T000000",595000,4,2.5,2030,10722,"1",0,0,3,7,1100,930,1967,0,"98115",47.6955,-122.301,1610,9134 +"6381500690","20140716T000000",427500,3,1,1350,7085,"1",0,0,5,7,1350,0,1944,0,"98125",47.7318,-122.305,1350,7085 +"1778500015","20141016T000000",728000,3,1.5,1940,4000,"1.5",0,0,3,8,1310,630,1915,0,"98112",47.6205,-122.291,1940,4000 +"6021500245","20140910T000000",549950,2,1,1260,4000,"1",0,0,3,7,1000,260,1940,0,"98117",47.6898,-122.384,1780,4000 +"2926049382","20141208T000000",650000,3,2,2800,10501,"1",0,0,3,7,1400,1400,1954,0,"98125",47.7055,-122.315,2260,6534 +"1692900110","20150320T000000",1.125e+006,5,3.25,3080,13394,"1",0,2,4,9,2230,850,1968,0,"98033",47.6651,-122.19,2810,10720 +"8651401270","20150504T000000",203000,3,1,840,6500,"1",0,0,5,6,840,0,1969,0,"98042",47.3637,-122.083,920,4680 +"3332500265","20140807T000000",311000,2,1,860,3300,"1",0,0,5,6,860,0,1903,0,"98118",47.5496,-122.279,1380,4400 +"4027700853","20150428T000000",387500,6,2,2400,7684,"1",0,0,3,6,1200,1200,1932,2005,"98028",47.7705,-122.269,1290,9800 +"7301300215","20150318T000000",370000,4,2,1640,7200,"1",0,0,3,7,1640,0,1963,0,"98155",47.7471,-122.324,1500,9000 +"7663700792","20140724T000000",228000,2,1,1060,6100,"1",0,0,3,6,1060,0,1951,0,"98125",47.7317,-122.296,1550,9150 +"2919702235","20140528T000000",740000,2,1.75,2080,4800,"1",0,0,5,7,1080,1000,1923,0,"98117",47.6896,-122.362,1310,4800 +"5476200123","20140710T000000",200000,4,2,2090,6630,"1",0,0,3,7,1070,1020,1974,0,"98178",47.5077,-122.268,1550,7980 +"3797002585","20140709T000000",660000,3,1,1240,3500,"1",0,0,4,7,1240,0,1927,0,"98103",47.6835,-122.347,1650,3360 +"8864000735","20140709T000000",275000,4,2,2030,8426,"2",0,0,3,7,2030,0,1944,0,"98168",47.4806,-122.287,1190,7007 +"1193000115","20150429T000000",708000,2,1,1120,5250,"1",0,0,3,7,950,170,1938,0,"98199",47.6496,-122.392,1510,5250 +"7334501240","20140519T000000",280000,3,2.5,1270,9675,"2",0,0,3,8,1270,0,1993,0,"98045",47.4639,-121.744,1270,11700 +"7885801460","20150106T000000",325000,4,2.5,2260,5702,"2",0,0,3,8,2260,0,2002,0,"98042",47.3488,-122.151,2450,6381 +"1823099076","20140820T000000",495000,3,2.5,1780,47480,"2",0,0,3,7,1780,0,1995,0,"98045",47.4723,-121.707,1890,51836 +"8900000110","20140922T000000",691000,2,2,1780,3810,"1.5",0,0,3,7,980,800,1922,0,"98119",47.6474,-122.362,1690,3810 +"0251620110","20140702T000000",2.288e+006,4,2.5,4080,18362,"2",0,2,4,11,4080,0,1983,0,"98004",47.6344,-122.214,4080,19991 +"0221049191","20150428T000000",329500,3,2.5,2120,22482,"1",0,0,5,7,1360,760,1979,0,"98001",47.341,-122.265,2330,16016 +"9264950940","20140805T000000",348000,3,2.5,2060,7458,"2",0,0,3,9,2060,0,1989,0,"98023",47.3045,-122.351,2480,7743 +"8820902540","20141114T000000",425000,2,1,1670,6212,"1",0,0,4,7,1670,0,1947,0,"98125",47.7152,-122.282,1670,7272 +"3438500625","20140519T000000",210000,3,1,1080,21043,"1",0,0,3,6,1080,0,1942,0,"98106",47.5515,-122.357,1380,7620 +"7452500315","20141220T000000",285000,2,1,1210,4895,"1",0,0,3,6,710,500,1951,0,"98126",47.5202,-122.373,1100,6000 +"8945200750","20150430T000000",222000,3,1,990,8840,"1",0,0,3,6,990,0,1966,0,"98023",47.3074,-122.371,1120,8625 +"2599001240","20140527T000000",200000,4,2.5,1720,9600,"1",0,0,3,7,1120,600,1961,0,"98092",47.2917,-122.188,1520,9400 +"5360200054","20141002T000000",247500,3,2,1530,8749,"1",0,0,3,7,1530,0,1995,0,"98023",47.2974,-122.372,1750,8749 +"0622069006","20140820T000000",1.5e+006,4,5.5,6550,217374,"1",0,0,3,11,5400,1150,2006,0,"98058",47.4302,-122.095,4110,50378 +"0084000245","20141120T000000",190000,3,1.75,1100,9452,"1",0,0,3,6,1100,0,1942,0,"98146",47.4864,-122.337,1350,9452 +"5605000590","20141215T000000",975000,4,2.5,3020,4950,"1.5",0,0,4,9,2020,1000,1921,0,"98112",47.6467,-122.304,2300,5450 +"6613000015","20141223T000000",1.13e+006,4,3,3180,4649,"2",0,0,4,9,2070,1110,1925,0,"98105",47.6583,-122.273,2720,5980 +"5151600195","20150504T000000",283200,4,1.75,1830,12540,"1",0,0,4,8,1130,700,1958,0,"98003",47.3348,-122.324,2020,12540 +"7308900490","20140714T000000",650000,3,2.5,2540,8073,"1",0,0,4,8,1880,660,1937,0,"98177",47.7176,-122.36,2110,7702 +"2222900082","20140513T000000",449500,3,2,1770,6610,"1",0,0,4,7,960,810,1954,0,"98133",47.7703,-122.343,2010,4361 +"3574801720","20141022T000000",400000,3,1.75,1470,6682,"1",0,0,3,7,1470,0,1987,0,"98034",47.7315,-122.226,1790,7379 +"1721801591","20150219T000000",89950,1,1,570,4080,"1",0,0,3,5,570,0,1942,0,"98146",47.5098,-122.334,890,5100 +"2641800015","20141124T000000",158800,3,1,960,8291,"1",0,0,3,6,960,0,1950,0,"98146",47.5006,-122.334,1110,8231 +"7625703885","20140917T000000",870000,4,3,2940,7108,"2",0,1,3,9,2220,720,2011,0,"98136",47.5437,-122.395,2240,7950 +"3751600176","20150306T000000",196000,3,1.5,1000,18568,"1",0,0,3,6,1000,0,1989,0,"98001",47.2976,-122.271,1610,17420 +"5035300750","20140731T000000",850000,3,1.75,2450,8603,"1",0,0,5,8,1340,1110,1940,0,"98199",47.6536,-122.414,2280,5779 +"9510970300","20140923T000000",775000,4,2.5,3310,5101,"2",0,0,3,9,3310,0,2005,0,"98052",47.6649,-122.08,3010,5176 +"9286100300","20140801T000000",483500,3,2.5,1670,4308,"2",0,0,3,8,1670,0,2001,0,"98027",47.5307,-122.047,1670,2897 +"4047200850","20150402T000000",387000,3,1.5,1620,21929,"2",0,0,3,7,1620,0,1990,0,"98019",47.767,-121.903,1600,21679 +"4019300195","20150124T000000",900000,3,3,2990,30869,"2",0,0,3,10,2990,0,1951,2003,"98155",47.7602,-122.278,1750,15802 +"7891600590","20150407T000000",336000,3,1.5,1240,5000,"1",0,2,3,7,1240,0,1964,0,"98106",47.5659,-122.36,1050,5000 +"5249802424","20150417T000000",415000,2,1,670,6000,"1",0,0,5,6,670,0,1949,0,"98118",47.561,-122.275,1240,5040 +"3918400017","20150205T000000",380000,0,0,1470,979,"3",0,2,3,8,1470,0,2006,0,"98133",47.7145,-122.356,1470,1399 +"9209900315","20140811T000000",350000,3,1.5,1320,4400,"1",0,0,3,6,1320,0,1909,0,"98112",47.6231,-122.292,1350,4400 +"7237500590","20141117T000000",1.32e+006,4,5.25,6110,10369,"2",0,0,3,11,6110,0,2005,0,"98059",47.5285,-122.135,4190,10762 +"3271800850","20140806T000000",765000,3,1.75,2440,5800,"1",0,3,4,8,1320,1120,1945,0,"98199",47.6474,-122.412,2530,5800 +"1023059511","20141020T000000",527000,4,2.5,2900,6736,"2",0,0,3,8,2900,0,2013,0,"98059",47.4954,-122.152,2900,6736 +"4109600195","20140718T000000",524000,4,2.75,2310,5000,"1.5",0,0,5,8,1480,830,1908,0,"98118",47.5502,-122.268,1100,5000 +"5100401468","20140715T000000",448000,2,1,1110,5413,"1",0,0,3,6,890,220,1937,0,"98115",47.6925,-122.32,1300,5413 +"1926069137","20140707T000000",775000,4,3.25,4100,241322,"2",0,0,3,9,2500,1600,1981,0,"98072",47.7302,-122.096,3770,87821 +"3828000405","20150116T000000",176500,3,1,930,9900,"1.5",0,0,4,5,930,0,1910,0,"98032",47.3745,-122.231,930,7200 +"7773800015","20150416T000000",750000,4,2.25,2420,11120,"1",0,2,4,8,1620,800,1952,0,"98146",47.4954,-122.366,2210,8497 +"1084000107","20141202T000000",1.265e+006,4,2.25,2870,6000,"1",0,0,5,8,1730,1140,1951,0,"98112",47.6362,-122.282,2370,5500 +"7832800015","20150226T000000",250000,3,1,1480,6750,"1",0,0,3,7,1480,0,1958,0,"98146",47.505,-122.366,1480,7594 +"9829200590","20141028T000000",759000,3,2.75,1960,6390,"1.5",0,2,5,8,1960,0,1900,0,"98122",47.6032,-122.285,2440,5870 +"8127700820","20141211T000000",640000,3,2,1470,4640,"1.5",0,0,4,7,1470,0,1926,0,"98199",47.6398,-122.393,1700,5000 +"9547202265","20150427T000000",990000,3,3.25,2460,4182,"2",0,0,5,8,2100,360,1910,0,"98115",47.6782,-122.311,2370,4284 +"7663700261","20141008T000000",395000,4,1.75,1960,7945,"1",0,0,4,7,980,980,1946,0,"98125",47.7326,-122.291,1290,7945 +"1445200110","20150421T000000",275000,2,1.5,1160,1103,"2",0,0,3,7,890,270,2006,0,"98133",47.7677,-122.315,1160,1086 +"1023059313","20150205T000000",390000,3,2.5,1910,4755,"2",0,0,3,8,1910,0,1997,0,"98059",47.4956,-122.162,2460,6099 +"0170000215","20150324T000000",752500,5,2.75,2720,4680,"1.5",0,0,4,8,1710,1010,1913,0,"98107",47.6612,-122.363,1670,4800 +"7550801220","20150227T000000",450000,2,1,1020,5000,"1.5",0,0,4,6,1020,0,1906,0,"98107",47.6725,-122.396,1490,5000 +"7518501390","20140617T000000",473000,2,1,900,5100,"1",0,0,4,7,900,0,1909,0,"98117",47.6804,-122.378,1400,5100 +"9407102460","20150323T000000",178500,3,1.75,1120,10450,"1",0,0,3,7,1120,0,1973,0,"98045",47.4418,-121.772,1250,10414 +"8567300110","20140604T000000",485000,3,2.5,2340,59058,"1",0,0,3,8,2340,0,1985,0,"98038",47.4052,-122.028,2700,37263 +"5029450110","20150327T000000",215000,3,1.5,1410,8415,"1",0,0,4,7,780,630,1982,0,"98023",47.2914,-122.368,1440,7361 +"7915100490","20140812T000000",589000,4,1.75,1920,4862,"1",0,0,5,7,1060,860,1919,0,"98116",47.5747,-122.384,1840,4862 +"0114101500","20150417T000000",325000,4,1.75,1370,9993,"1",0,0,3,6,1370,0,1918,0,"98028",47.7572,-122.228,1650,11592 +"9274201807","20140820T000000",580000,3,2.5,1590,1937,"2.5",0,0,3,8,1590,0,2004,0,"98116",47.5903,-122.388,1620,2022 +"7893206095","20140716T000000",181100,4,1.75,1850,7500,"1",0,0,3,7,1850,0,1954,0,"98198",47.4217,-122.333,1460,7500 +"2770602265","20150224T000000",345000,3,2,1430,4200,"1",0,0,4,7,830,600,1908,0,"98199",47.6462,-122.384,1540,5000 +"5418200245","20150330T000000",781000,3,1.75,1940,8729,"1",0,0,3,8,1460,480,1960,0,"98125",47.7027,-122.282,2250,9165 +"7228502150","20141023T000000",402500,4,1,1270,3630,"1.5",0,0,3,7,1270,0,1903,0,"98122",47.6135,-122.307,1420,4848 +"7972601030","20150420T000000",426000,3,1.5,1380,7200,"1",0,0,3,7,1080,300,1948,0,"98106",47.5292,-122.348,1220,7200 +"7853270940","20140905T000000",389000,3,2.5,1720,4515,"2",0,0,3,7,1720,0,2005,0,"98065",47.5426,-121.879,2220,4618 +"5561401220","20140707T000000",670000,6,3,4050,36171,"2",0,0,4,8,2620,1430,1970,0,"98027",47.4708,-122.015,3660,42874 +"1336800015","20140521T000000",1.506e+006,4,3.25,3660,5800,"2.5",0,0,3,10,3360,300,1909,1995,"98112",47.6283,-122.312,3240,5800 +"8944750850","20140521T000000",288400,3,2.25,1870,3230,"2",0,0,3,7,1870,0,1997,0,"98056",47.4915,-122.167,1620,3363 +"3362400590","20150219T000000",700000,4,2,2230,4635,"1.5",0,0,5,7,1510,720,1908,0,"98103",47.682,-122.349,1520,4635 +"6821100195","20150331T000000",830000,4,3,2020,6000,"1",0,0,3,8,1220,800,1968,2015,"98199",47.6563,-122.401,1400,6000 +"1827200265","20140911T000000",1.899e+006,2,2.75,3690,32044,"2",1,4,3,12,3690,0,1989,0,"98166",47.4485,-122.369,2310,26988 +"5100401429","20141009T000000",350500,2,1,1450,6380,"1",0,0,3,7,1450,0,1967,0,"98115",47.6924,-122.321,1240,6380 +"6116500028","20150503T000000",431000,3,1.75,1630,9000,"1",0,0,4,7,1630,0,1956,0,"98166",47.4521,-122.36,1600,11120 +"2759800110","20141031T000000",485000,3,2.5,1840,8250,"1",0,1,3,8,1340,500,1958,0,"98177",47.7767,-122.378,1970,7920 +"0579000096","20141010T000000",780000,3,1.5,1620,7500,"1",0,2,4,8,1620,0,1949,0,"98117",47.7014,-122.381,2440,7800 +"9169600096","20140801T000000",720000,2,1.5,1840,9000,"1",0,2,3,8,1340,500,1957,0,"98136",47.5281,-122.388,1880,7560 +"1226059112","20150220T000000",415000,3,1,1360,73616,"1",0,0,3,7,1360,0,1971,0,"98072",47.7528,-122.119,2040,50965 +"6021503830","20140620T000000",480000,4,1,2080,5500,"1",0,0,3,7,1040,1040,1941,0,"98117",47.6838,-122.386,1280,4000 +"3824100291","20140916T000000",452250,4,2.25,2550,10000,"1",0,0,4,7,1560,990,1979,0,"98028",47.77,-122.259,2440,10000 +"9264921030","20150406T000000",316000,3,2.5,2550,8170,"2",0,0,3,8,2550,0,1985,0,"98023",47.311,-122.345,1840,8823 +"8073000495","20141010T000000",700000,2,1,1160,17635,"1",1,4,3,6,1160,0,1945,0,"98178",47.5117,-122.248,1510,13122 +"7129304105","20140729T000000",285000,4,2,1760,5500,"1",0,1,3,7,780,980,1925,2004,"98118",47.5183,-122.265,1510,5500 +"0525049085","20140918T000000",575000,3,1.75,1720,4050,"1",0,0,5,7,860,860,1906,0,"98115",47.6782,-122.314,1720,4410 +"6117500785","20140722T000000",590000,3,2.25,2300,12430,"1",0,2,4,8,1580,720,1960,0,"98166",47.435,-122.347,2500,12430 +"6115400008","20150226T000000",587500,4,1.75,2500,20868,"1",0,2,3,8,1600,900,1956,0,"98166",47.431,-122.338,2170,15026 +"4024101545","20140922T000000",364000,4,2.25,1750,10270,"1.5",0,0,4,8,1750,0,1968,0,"98155",47.7612,-122.31,1750,10127 +"8651511220","20141217T000000",490000,3,2.5,1890,10190,"2",0,0,3,8,1890,0,1986,0,"98074",47.6478,-122.061,2080,9794 +"5561301280","20140505T000000",410000,3,2.25,1800,36704,"1",0,0,4,8,1360,440,1978,0,"98027",47.4688,-122.013,2730,36404 +"3629800100","20141028T000000",520000,3,2.5,2160,4297,"2",0,0,3,9,2160,0,1999,0,"98029",47.5476,-122.012,2160,3968 +"6141100750","20141008T000000",389000,3,1,1380,6591,"1",0,0,4,7,1380,0,1947,0,"98133",47.7164,-122.351,1610,6594 +"2770605065","20141118T000000",450000,2,1,1180,6000,"1",0,0,3,7,1180,0,1910,0,"98119",47.6531,-122.373,1600,6000 +"2517100490","20141205T000000",325000,3,2.5,2550,4240,"2",0,0,3,7,2550,0,2006,0,"98031",47.3986,-122.169,2550,4240 +"4083801785","20150313T000000",660000,2,1,1070,5000,"1",0,0,3,7,1070,0,1924,0,"98103",47.6631,-122.337,1400,4000 +"4318200405","20140620T000000",850000,3,2.25,2870,8170,"2",0,0,3,10,2250,620,1995,0,"98136",47.5363,-122.385,1310,8170 +"2329810590","20140806T000000",285000,3,2.5,1940,9874,"2",0,0,3,7,1940,0,1990,0,"98042",47.3794,-122.113,1860,8875 +"2768301214","20141211T000000",395000,2,1,870,3121,"1",0,0,4,7,870,0,1923,0,"98107",47.6659,-122.369,1570,1777 +"1931301105","20140717T000000",440000,3,2,1550,2401,"2",0,0,3,7,1550,0,1996,0,"98103",47.6545,-122.348,1550,3446 +"3343903640","20150313T000000",249000,3,1.75,1400,5648,"1.5",0,0,5,6,1400,0,1917,0,"98056",47.5133,-122.196,2320,9420 +"8813400245","20150227T000000",635000,3,1.75,1210,4400,"1.5",0,0,4,8,1210,0,1930,0,"98105",47.6621,-122.288,2020,3750 +"3521049048","20140811T000000",515000,3,2.5,3430,48993,"2",0,0,3,9,3430,0,2001,0,"98001",47.2609,-122.27,2460,36256 +"1118001645","20150130T000000",1.4e+006,3,3.25,3020,6073,"2",0,0,4,9,3020,0,1954,0,"98112",47.6332,-122.29,3020,7700 +"2968801105","20150304T000000",200000,2,1,950,8100,"1",0,0,3,6,950,0,1955,0,"98166",47.4572,-122.351,1620,7630 +"3524039209","20140506T000000",1.135e+006,4,2.75,3370,8103,"1",0,3,3,9,1970,1400,1970,2014,"98136",47.5232,-122.383,2120,6360 +"0952003480","20141117T000000",445000,4,1,1460,4600,"1",0,2,3,6,780,680,1946,0,"98126",47.566,-122.38,1560,4600 +"2877102670","20140707T000000",555000,3,1.5,1740,4200,"1.5",0,0,4,7,1640,100,1920,0,"98117",47.6782,-122.361,1660,3750 +"5014000100","20140924T000000",537000,4,2,1720,6413,"1",0,0,4,7,860,860,1950,0,"98116",47.5734,-122.395,1280,6413 +"7399301050","20150127T000000",315000,3,1.75,1480,7500,"1",0,0,4,7,1480,0,1968,0,"98055",47.4629,-122.187,1480,7500 +"6979940100","20150129T000000",805000,5,2.5,3320,7266,"2",0,0,3,9,3320,0,2000,0,"98075",47.5862,-122.054,3060,10269 +"8731982840","20140826T000000",414000,4,2.5,3490,9030,"1.5",0,0,4,8,3490,0,1969,0,"98023",47.3198,-122.386,2540,8400 +"6909200037","20140815T000000",375000,2,1.5,1160,1648,"2",0,0,3,7,1160,0,2002,0,"98144",47.5916,-122.293,1458,2351 +"1160000115","20150304T000000",401000,4,1.75,3010,12523,"1",0,0,3,8,1780,1230,1952,0,"98125",47.707,-122.316,2040,7560 +"7893207665","20150128T000000",210000,3,1,1030,4583,"1",0,0,3,7,1030,0,1967,0,"98198",47.4231,-122.329,1730,8023 +"8024201270","20140722T000000",365000,2,1,980,5110,"1",0,0,4,7,780,200,1939,0,"98115",47.7002,-122.314,1430,5110 +"0003800008","20150224T000000",178000,5,1.5,1990,18200,"1",0,0,3,7,1990,0,1960,0,"98178",47.4938,-122.262,1860,8658 +"6788200931","20140520T000000",710000,2,1,1790,4000,"1",0,0,4,7,1040,750,1923,0,"98112",47.6405,-122.301,1310,4000 +"0723049596","20140509T000000",255000,2,1,810,7980,"1",0,0,1,6,810,0,1928,0,"98146",47.489,-122.337,1440,7980 +"7214711270","20141204T000000",528000,5,2.25,2940,38009,"1",0,0,3,8,1700,1240,1977,0,"98077",47.7653,-122.077,2620,38300 +"4136980090","20150407T000000",537000,4,4.25,4883,26040,"2",0,3,3,10,3859,1024,2006,0,"98092",47.263,-122.216,3736,9870 +"9278200131","20140804T000000",442000,4,1.5,1360,6110,"1",0,0,3,7,1010,350,1955,0,"98116",47.5755,-122.396,1520,6110 +"4046600750","20150414T000000",375000,3,1.75,1370,19550,"1",0,0,3,7,1370,0,1978,2006,"98014",47.7002,-121.912,1430,17550 +"9510970090","20141121T000000",637250,4,2.5,2120,3220,"2",0,0,3,9,2120,0,2005,0,"98052",47.6662,-122.083,2120,3547 +"2594200375","20150330T000000",427500,3,1.75,1240,7200,"1",0,0,5,7,1240,0,1942,0,"98136",47.5142,-122.389,1640,7200 +"1125069064","20150331T000000",700000,4,2.5,2770,89298,"2",0,0,3,8,2770,0,2004,0,"98053",47.6624,-122.01,2650,89298 +"0117000100","20150319T000000",680000,3,1.75,1660,5750,"1",0,0,4,7,1080,580,1909,0,"98116",47.5843,-122.385,2060,5560 +"9212900820","20140828T000000",393820,2,2,1170,8251,"1",0,0,3,7,1170,0,1941,0,"98115",47.6873,-122.291,1360,6798 +"3959400855","20140820T000000",525000,4,2.75,2470,7200,"1",0,0,5,7,1350,1120,1940,0,"98108",47.5631,-122.317,1500,6000 +"2028700265","20150115T000000",505000,2,1.75,1310,3816,"1",0,0,2,7,1110,200,1929,0,"98117",47.679,-122.368,1510,3816 +"3041700090","20141111T000000",555565,3,2,1670,11337,"1",0,1,4,7,1670,0,1959,0,"98033",47.6602,-122.188,2210,11337 +"0868001295","20141029T000000",650000,3,1.75,1660,10819,"1",0,0,4,7,1240,420,1942,0,"98177",47.7045,-122.379,3110,11853 +"7853270740","20140917T000000",632500,5,3.25,3500,7254,"2",0,0,3,8,2760,740,2005,0,"98065",47.5444,-121.881,2820,6317 +"5416500090","20140724T000000",269000,3,2.5,1440,3800,"2",0,0,3,7,1440,0,2005,0,"98038",47.3606,-122.039,1890,3819 +"3574801110","20141125T000000",405000,4,2.75,2360,7716,"1",0,0,3,7,1390,970,1978,0,"98034",47.7301,-122.223,2160,8794 +"0624110930","20140724T000000",845000,3,3.5,3460,15745,"2",0,0,3,10,3460,0,1986,0,"98077",47.7262,-122.06,3350,14825 +"5335700110","20140725T000000",234000,3,1,1750,8820,"1",0,0,4,7,1750,0,1961,0,"98032",47.3608,-122.29,1400,9600 +"1176000964","20150422T000000",638000,4,1.75,1470,4236,"1.5",0,0,4,7,1470,0,1946,0,"98107",47.6692,-122.399,1480,5400 +"7334602070","20140804T000000",290000,3,1.75,1710,10950,"1",0,0,3,7,1060,650,1967,0,"98045",47.4678,-121.745,1180,10950 +"2420069251","20150225T000000",262000,1,0.75,520,12981,"1",0,0,5,3,520,0,1920,0,"98022",47.2082,-121.995,1340,12233 +"7885800740","20150218T000000",270000,4,2.5,2350,5835,"2",0,0,3,8,2350,0,2003,0,"98042",47.3494,-122.153,3010,5772 +"8082400076","20141118T000000",875000,4,2.25,2380,4876,"2",0,0,4,9,2240,140,1948,0,"98117",47.6822,-122.4,1780,4559 +"1310980110","20140717T000000",299000,3,2.25,1920,7840,"2",0,0,4,8,1920,0,1982,0,"98032",47.3631,-122.276,2170,7210 +"2354300740","20150303T000000",551000,3,1,1580,6000,"1",0,0,5,7,1580,0,1947,0,"98027",47.5286,-122.032,1580,6000 +"3023049236","20140916T000000",350000,3,2.75,3070,5280,"2",0,1,3,7,2360,710,1950,1986,"98166",47.4486,-122.353,2570,18983 +"9808700405","20140604T000000",1.901e+006,3,2.5,2660,13367,"2",0,2,3,10,2660,0,1992,0,"98004",47.6501,-122.217,2660,13367 +"2877102345","20141027T000000",511718,2,1.75,1700,5000,"1",0,0,3,6,850,850,1915,0,"98117",47.6787,-122.363,1690,5000 +"1924069058","20141010T000000",965000,4,3.25,5010,49222,"2",0,0,5,9,3710,1300,1978,0,"98027",47.5489,-122.092,3140,54014 +"9269260100","20141216T000000",475000,4,2.25,2680,4673,"2",0,0,3,7,2680,0,1999,0,"98011",47.7539,-122.219,2460,4645 +"2877104265","20150415T000000",1.062e+006,4,2.75,2720,4000,"1.5",0,2,5,8,1840,880,1928,0,"98117",47.6797,-122.359,1600,4000 +"3123039089","20140715T000000",252000,2,1,940,15450,"1",0,0,4,6,940,0,1926,0,"98070",47.4408,-122.461,1370,34820 +"8576400110","20150317T000000",580000,6,2.5,3596,13700,"1",0,0,5,8,1798,1798,1964,0,"98166",47.4388,-122.339,1894,10500 +"7660600131","20141020T000000",374950,2,2.25,1240,1172,"2",0,0,3,8,1000,240,2008,0,"98144",47.5877,-122.316,1260,1111 +"2296500131","20141216T000000",739000,5,4,4660,9900,"2",0,2,4,9,2600,2060,1979,0,"98056",47.5135,-122.2,3380,9900 +"1761300850","20141217T000000",271000,4,1.75,1710,7200,"1",0,0,5,7,910,800,1975,0,"98031",47.3967,-122.174,1730,7200 +"6083000037","20140613T000000",230000,2,1,930,7550,"1",0,0,3,6,930,0,1986,0,"98168",47.4866,-122.303,1370,10176 +"5259800090","20150427T000000",210000,3,2.25,1430,9150,"1",0,0,3,7,1070,360,1984,0,"98023",47.3239,-122.35,1430,6364 +"2968801366","20150224T000000",350000,3,2.75,1650,5700,"2",0,0,4,7,1650,0,1988,0,"98166",47.4563,-122.348,1320,7620 +"2126059172","20150506T000000",491500,3,2.25,1560,12000,"1",0,0,4,7,1110,450,1968,0,"98034",47.7256,-122.166,2190,4612 +"7334501250","20140909T000000",325000,3,2.5,1870,9825,"1",0,0,4,7,1250,620,1994,0,"98045",47.4639,-121.744,1380,11475 +"1545805490","20141006T000000",190000,3,2,1320,7625,"1",0,0,3,7,1320,0,1987,0,"98038",47.3635,-122.045,1420,7500 +"7518500855","20150504T000000",658600,4,2,1400,4690,"1.5",0,0,4,7,1400,0,1945,0,"98117",47.6826,-122.378,1400,4690 +"4171200025","20150327T000000",299950,3,1.5,1940,8951,"1",0,0,3,7,1300,640,1958,0,"98168",47.473,-122.328,2000,8319 +"9818700215","20150330T000000",464000,5,2,2000,3000,"1.5",0,0,3,6,1200,800,1931,0,"98122",47.6028,-122.298,1330,4000 +"0798000535","20140625T000000",308000,3,1,1640,18144,"1.5",0,0,3,6,1640,0,1942,0,"98168",47.5027,-122.33,1500,9065 +"3900100265","20150129T000000",625000,3,1,1020,7650,"1",0,0,3,6,1020,0,1919,0,"98033",47.6795,-122.202,1870,5500 +"1951100110","20150205T000000",240000,3,1.75,1630,9450,"1",0,0,4,7,1080,550,1977,0,"98032",47.3729,-122.295,1280,9100 +"7215420590","20150504T000000",530000,4,2.5,2940,35996,"2",0,0,3,9,2940,0,1995,0,"98042",47.3401,-122.067,2890,35089 +"3343301910","20141020T000000",1e+006,5,4.5,2120,8944,"2",1,4,5,8,2120,0,1939,1963,"98006",47.5488,-122.197,2870,8944 +"9828702095","20140925T000000",439000,1,1,790,2400,"1",0,0,3,7,790,0,1918,0,"98122",47.6178,-122.299,1580,2566 +"2917200645","20150511T000000",575000,4,1.75,2020,6200,"1",0,0,4,6,1010,1010,1948,0,"98133",47.7013,-122.35,1440,4158 +"6163900501","20141021T000000",418000,3,1.75,1530,7238,"1",0,0,3,7,1530,0,1959,0,"98155",47.7629,-122.315,1580,7238 +"0540100057","20150428T000000",1.208e+006,4,3.75,3250,10949,"2",0,0,4,9,2940,310,1930,1989,"98004",47.639,-122.219,2340,15234 +"2652500300","20140603T000000",1.1e+006,4,3.75,2930,3200,"1.5",0,0,5,9,2130,800,1925,0,"98119",47.643,-122.359,1900,4320 +"1330300300","20150415T000000",1.9e+006,3,3.75,3150,8550,"2",0,0,3,10,3150,0,2007,0,"98112",47.6387,-122.284,2510,8550 +"1137301780","20141126T000000",580000,3,2.5,2180,40278,"2",0,0,3,9,2180,0,1985,0,"98072",47.733,-122.09,2630,40000 +"9842300485","20150311T000000",380000,2,1,1040,7372,"1",0,0,5,7,840,200,1939,0,"98126",47.5285,-122.378,1930,5150 +"7224000315","20140723T000000",256000,3,1,880,5375,"1",0,0,4,5,880,0,1924,0,"98055",47.4858,-122.202,980,4838 +"6161000015","20140515T000000",349950,3,1,1400,7066,"1",0,0,3,8,1400,0,1957,0,"98125",47.7127,-122.325,1400,7320 +"5207200195","20140701T000000",691500,4,2.5,2600,7200,"2",0,0,3,7,2600,0,1962,2002,"98115",47.6944,-122.274,1790,6175 +"9191201790","20141031T000000",556000,3,1.75,1590,2500,"1.5",0,0,4,7,1190,400,1908,0,"98105",47.6668,-122.299,1420,3800 +"8731902680","20141120T000000",218000,3,2.25,1610,7084,"1",0,0,4,8,1280,330,1968,0,"98023",47.3146,-122.384,2170,8505 +"9448300115","20141205T000000",425000,4,2,1390,4500,"1.5",0,0,5,7,1390,0,1908,0,"98108",47.5552,-122.311,1900,5460 +"4045500625","20140822T000000",935000,3,3.25,3710,38509,"2",0,0,3,10,3710,0,1998,0,"98014",47.693,-121.868,1680,25865 +"5603700025","20141007T000000",732000,4,1.75,2360,11300,"1",0,0,4,9,2360,0,1974,0,"98006",47.5728,-122.163,2290,11951 +"1266200015","20150127T000000",805500,3,1,1440,10330,"1",0,0,4,7,1440,0,1952,0,"98004",47.6245,-122.193,2080,10327 +"0952003350","20150204T000000",507250,3,1.75,1400,5750,"1",0,2,3,6,1100,300,1915,0,"98126",47.5659,-122.38,1500,5175 +"2386000300","20141202T000000",800000,4,2.5,4600,67369,"2",0,0,3,10,4600,0,1990,0,"98053",47.6417,-121.992,4600,67369 +"3625059143","20140903T000000",600000,3,2.25,2100,8276,"2",0,1,4,8,2100,0,1979,0,"98008",47.6068,-122.112,2420,18135 +"8651500850","20150317T000000",627800,4,1.75,2010,12044,"1",0,0,3,9,2010,0,1982,0,"98074",47.6446,-122.068,2200,11144 +"3359500110","20140624T000000",660000,2,2.25,2550,6000,"2",0,0,5,7,1860,690,1902,0,"98115",47.6739,-122.323,2010,4000 +"0818500490","20141009T000000",153503,2,2.5,1240,3649,"2",0,0,3,7,1240,0,1986,0,"98003",47.3241,-122.322,1400,3721 +"3876311390","20150120T000000",456500,3,2.25,2090,9163,"1",0,0,3,7,1460,630,1975,0,"98034",47.7334,-122.167,1960,7713 +"8085400490","20140801T000000",1.306e+006,5,2.5,2770,8100,"2",0,0,3,9,2770,0,2002,0,"98004",47.6341,-122.208,2070,8100 +"2355010090","20141207T000000",843500,3,2.5,3560,11448,"2",0,0,3,11,3560,0,1997,0,"98052",47.7126,-122.104,3290,11506 +"9550200265","20140818T000000",625000,3,1,1240,4080,"1",0,0,3,7,1240,0,1925,0,"98103",47.667,-122.333,2060,4080 +"8818400490","20140611T000000",527000,2,1.75,1640,4080,"1",0,0,3,7,840,800,1921,0,"98105",47.6645,-122.326,1980,4080 +"8964800025","20150226T000000",1.965e+006,5,3.75,3940,13738,"1.5",0,3,4,9,3940,0,1951,0,"98004",47.6203,-122.212,2370,13320 +"2125059112","20150326T000000",1.003e+006,5,2.5,3150,50094,"2",0,0,4,9,3150,0,1969,0,"98005",47.6387,-122.177,3600,48787 +"2028700535","20150225T000000",855000,4,3,2550,5300,"2",0,0,3,8,1720,830,1908,2013,"98117",47.6786,-122.367,1590,4505 +"4309710100","20140620T000000",725000,4,3.25,3940,27591,"2",0,3,3,9,3440,500,2000,0,"98059",47.5157,-122.116,3420,29170 +"4364700805","20141015T000000",315000,1,1,580,7200,"1",0,0,3,6,580,0,2000,0,"98126",47.5249,-122.373,1360,7560 +"3356407665","20140924T000000",180000,3,1.75,1330,16000,"1",0,0,3,7,1330,0,1978,0,"98001",47.28,-122.257,1330,14374 +"9238900855","20150313T000000",700000,2,1,930,5000,"1",0,3,3,7,930,0,1926,2013,"98136",47.5333,-122.388,1760,5228 +"1086100100","20140811T000000",476500,3,1,1060,8625,"2",0,0,4,7,1060,0,1962,1997,"98033",47.6615,-122.179,2010,8901 +"6121000110","20140603T000000",193000,3,1.5,1180,9048,"1",0,0,3,7,1180,0,1960,0,"98148",47.4327,-122.328,1460,8942 +"8700100100","20140819T000000",295000,4,2.5,1850,6663,"2",0,0,3,7,1850,0,1990,0,"98030",47.3618,-122.195,1850,6417 +"9417400215","20140731T000000",363000,2,1,820,4880,"1",0,0,4,6,820,0,1925,0,"98136",47.5483,-122.394,1320,4880 +"7701961030","20150129T000000",875000,4,2.5,3600,21794,"2",0,0,4,11,3600,0,1990,0,"98077",47.7121,-122.072,3410,19864 +"2149800148","20140514T000000",257200,3,2,1850,8250,"1",0,0,4,7,1150,700,1952,0,"98002",47.3066,-122.209,1580,7153 +"0686450490","20140929T000000",555000,3,2,2240,11250,"1",0,0,3,8,2240,0,1968,0,"98008",47.6371,-122.119,2200,12500 +"9413400165","20140624T000000",380000,3,2.25,1860,15559,"2",0,0,4,7,1860,0,1963,0,"98022",47.1559,-121.646,1110,11586 +"0104550690","20140725T000000",282000,4,2.75,2390,7330,"2",0,0,3,7,2390,0,1989,0,"98023",47.3061,-122.359,1980,6735 +"1995200245","20140606T000000",545000,4,2.5,2040,6034,"2",0,0,3,7,2040,0,1990,0,"98115",47.6952,-122.323,1380,5986 +"7409700215","20140606T000000",550000,3,1.5,1900,5000,"1.5",0,0,3,7,1640,260,1926,0,"98115",47.6779,-122.294,2090,5000 +"7409700215","20150313T000000",921500,3,1.5,1900,5000,"1.5",0,0,3,7,1640,260,1926,0,"98115",47.6779,-122.294,2090,5000 +"1337800855","20150512T000000",885000,3,1.5,2200,2880,"2",0,0,5,7,1440,760,1904,0,"98112",47.6308,-122.312,2440,4640 +"7015200615","20140529T000000",820000,4,2.25,2280,6660,"1.5",0,2,3,8,1960,320,1940,1984,"98119",47.6503,-122.368,1720,5336 +"8805400090","20140513T000000",289000,3,1,1090,7315,"1",0,0,5,6,1090,0,1981,0,"98056",47.494,-122.165,1090,5800 +"2391602350","20150213T000000",334000,1,1,670,5750,"1",0,0,3,7,670,0,1942,2011,"98116",47.5624,-122.394,1170,5750 +"0844001140","20141028T000000",206000,3,1,1050,5233,"1",0,0,5,5,1050,0,1906,0,"98010",47.3106,-121.999,970,7500 +"5210200131","20140630T000000",491950,3,2.25,2090,10733,"1",0,0,3,7,1440,650,1958,0,"98115",47.6971,-122.281,1740,8100 +"6893300110","20141113T000000",430000,3,2.5,2030,7770,"2",0,0,3,8,2030,0,2003,0,"98024",47.5253,-121.93,1360,10782 +"1796351080","20140718T000000",208000,3,2,1250,7995,"1",0,0,4,7,1250,0,1980,0,"98042",47.3684,-122.092,1540,7650 +"1938400300","20140708T000000",245000,4,2.25,2600,6390,"1",0,0,3,8,1390,1210,1978,0,"98023",47.3174,-122.366,2110,6700 +"2877101340","20150318T000000",426000,2,1,640,2500,"1",0,0,4,6,640,0,1918,0,"98117",47.6776,-122.361,1460,4200 +"6084200100","20140801T000000",400000,3,2.5,2120,3742,"2",0,0,3,7,2120,0,2006,0,"98059",47.4787,-122.129,2250,4696 +"7977201910","20150414T000000",553000,3,1,1330,5100,"1",0,0,3,7,900,430,1942,0,"98115",47.6837,-122.291,1500,5100 +"6638900115","20150331T000000",296000,2,1,750,4680,"1",0,0,3,5,750,0,1948,0,"98117",47.6919,-122.371,1450,4400 +"2587920110","20150217T000000",428000,3,2.5,2230,32660,"1",0,0,4,8,2230,0,1977,0,"98042",47.3321,-122.105,2400,33120 +"3438500714","20140506T000000",325000,4,2.5,1890,6156,"1",0,0,3,7,980,910,1980,0,"98106",47.551,-122.356,1590,6954 +"0726049184","20140721T000000",294000,2,1,820,6366,"1",0,0,5,6,820,0,1952,0,"98133",47.7512,-122.34,1580,10169 +"2787720300","20150319T000000",410000,3,1.75,1880,8424,"1",0,0,4,7,1380,500,1977,0,"98059",47.5116,-122.161,1970,8523 +"2821049048","20140603T000000",590000,4,4.25,2360,57514,"2",0,0,4,8,2360,0,1939,1987,"98003",47.2843,-122.294,2037,35733 +"3904901450","20141120T000000",445000,3,2.25,1850,4050,"2",0,0,4,7,1850,0,1985,0,"98029",47.5669,-122.017,1650,4468 +"9829200495","20150325T000000",921000,4,2.5,2310,5362,"2",0,4,4,8,2010,300,1928,0,"98122",47.6044,-122.284,2530,5960 +"1523089097","20150304T000000",496000,3,1.5,2520,37616,"1",0,0,3,8,2520,0,1955,0,"98045",47.4777,-121.763,1470,33750 +"2724200705","20141212T000000",95000,2,1,800,8550,"1",0,0,3,7,800,0,1947,0,"98198",47.4075,-122.294,1490,8550 +"8122600245","20140925T000000",359000,4,1.75,1580,6396,"1",0,0,4,6,790,790,1945,0,"98126",47.5378,-122.369,1180,6396 +"1323089184","20140502T000000",452500,3,2.5,2430,88426,"1",0,0,4,7,1570,860,1985,0,"98045",47.4828,-121.718,1560,56827 +"2600300110","20141202T000000",555000,4,1.75,2350,6200,"1.5",0,0,4,7,1410,940,1946,0,"98116",47.559,-122.397,1800,6150 +"9485951030","20140924T000000",549900,5,3,3800,42316,"1.5",0,0,4,9,3800,0,1984,0,"98042",47.3488,-122.095,2580,35775 +"4021700025","20140610T000000",569000,5,3,3670,10583,"1",0,0,5,8,2060,1610,1952,0,"98155",47.7589,-122.277,2720,13865 +"2473250850","20140716T000000",318500,4,2,1780,7350,"1",0,0,5,7,900,880,1974,0,"98058",47.4562,-122.158,1480,7350 +"9828702310","20140611T000000",487028,2,1.5,1295,1093,"2",0,0,3,9,1105,190,2007,0,"98112",47.6192,-122.299,1295,1413 +"7523700245","20141015T000000",240000,3,1,1350,7560,"1",0,0,4,7,950,400,1959,0,"98032",47.3784,-122.303,1470,7560 +"1765100025","20150202T000000",253000,3,2.25,1440,9806,"1",0,0,3,7,1440,0,1965,0,"98030",47.3857,-122.212,1590,9782 +"2011400405","20140831T000000",380000,5,1.75,1320,38125,"1",0,0,4,7,1120,200,1947,0,"98198",47.3937,-122.323,2360,15070 +"3410600015","20150406T000000",250000,2,0.75,700,16828,"1",0,0,4,6,700,0,1958,0,"98092",47.3009,-122.125,2010,29316 +"3276050110","20141010T000000",368500,2,1.75,2510,19141,"2",0,0,3,9,2510,0,1977,0,"98092",47.3103,-122.199,2400,13030 +"7792000025","20150211T000000",340000,3,1,3180,27586,"1",0,0,3,8,1400,1780,1969,0,"98022",47.1986,-121.967,2180,27586 +"2810600015","20150427T000000",400000,2,1,910,4000,"1",0,0,3,7,910,0,1918,0,"98136",47.5427,-122.388,1060,1346 +"8081900011","20140916T000000",835000,3,2,1570,4625,"1.5",0,0,5,8,1570,0,1927,0,"98117",47.68,-122.399,1760,4625 +"0104550740","20141201T000000",299000,3,2.5,2450,7062,"2",0,0,3,8,2450,0,1993,0,"98023",47.3061,-122.36,1960,7200 +"1959701745","20141107T000000",1.675e+006,6,2.25,4910,6600,"2.5",0,0,5,10,3580,1330,1910,0,"98102",47.6458,-122.32,3280,5500 +"8078520090","20140514T000000",265000,3,2,1570,5706,"1",0,0,3,7,1570,0,1998,0,"98092",47.3156,-122.188,1570,5706 +"6403510090","20141111T000000",437500,4,2.5,2680,7513,"2",0,0,3,8,2680,0,1998,0,"98059",47.4956,-122.161,2640,7243 +"2326300090","20140604T000000",865000,3,1.75,2090,4725,"2",0,0,3,7,1610,480,1947,2013,"98199",47.657,-122.394,1280,4725 +"8078380090","20150311T000000",626000,3,2,2150,7200,"1",0,0,3,8,2150,0,1988,0,"98029",47.5709,-122.018,2510,7222 +"7132300042","20141028T000000",247300,2,2,1140,1118,"2",0,0,3,7,1040,100,2009,0,"98144",47.596,-122.311,1140,1118 +"3861470110","20140623T000000",2.075e+006,4,3.5,4230,20377,"2",0,0,3,11,4230,0,1997,0,"98004",47.5954,-122.206,3980,20489 +"2734101055","20141001T000000",425000,3,1,1790,6000,"1.5",0,0,2,8,1790,0,1937,0,"98108",47.5448,-122.32,1060,4000 +"4039701080","20140625T000000",905000,5,3.5,3100,10200,"1",0,4,3,9,1660,1440,1970,0,"98008",47.6134,-122.112,2700,10455 +"0464000600","20140827T000000",641250,3,2.5,2220,2550,"3",0,2,3,10,2220,0,1990,0,"98117",47.6963,-122.393,2200,5610 +"5437400100","20150331T000000",675000,4,2.5,2370,9679,"2",0,0,3,8,2370,0,1984,0,"98027",47.5631,-122.085,2290,7944 +"1423089055","20140613T000000",845000,4,2.75,4070,115434,"2",0,0,3,9,4070,0,2002,0,"98045",47.4843,-121.752,2970,95832 +"6713700100","20140907T000000",401500,4,1,1790,8400,"1",0,0,4,7,1260,530,1954,0,"98133",47.7627,-122.353,1470,8400 +"0339600110","20140923T000000",395000,3,2.5,1610,3755,"2",0,0,3,7,1610,0,1987,0,"98052",47.6825,-122.097,1300,3823 +"5021900090","20150306T000000",1.1e+006,5,2.75,2830,18050,"1",0,0,5,7,1630,1200,1958,0,"98040",47.5773,-122.226,2370,14250 +"6099400053","20140529T000000",145000,3,1,1010,5490,"1",0,0,3,6,1010,0,1954,0,"98168",47.4762,-122.293,1740,10658 +"7518508625","20150416T000000",900000,3,1,1560,3825,"1.5",0,0,3,8,1390,170,1930,0,"98117",47.6803,-122.387,1700,5100 +"8143000490","20150112T000000",374500,3,1.5,1330,8636,"1",0,0,4,7,1330,0,1968,0,"98034",47.7289,-122.203,1370,7475 +"3260000300","20141118T000000",850000,4,2.25,2330,10451,"2",0,0,4,8,2330,0,1965,0,"98005",47.6044,-122.168,1880,8400 +"5742600090","20150425T000000",490000,3,1,960,5750,"1",0,0,3,7,960,0,1951,0,"98116",47.5689,-122.393,1520,5750 +"7212650850","20150427T000000",304000,3,2.5,1710,6773,"2",0,0,3,8,1710,0,1993,0,"98003",47.2635,-122.312,2220,7551 +"9158800090","20140703T000000",400000,4,2.25,2230,7200,"1",0,0,4,7,1300,930,1963,0,"98133",47.7648,-122.33,2010,7752 +"7820000038","20141114T000000",454000,3,2,1700,10000,"2",0,0,3,8,1700,0,1992,0,"98011",47.7661,-122.205,1460,9621 +"7135300026","20141224T000000",160000,2,2,1040,4750,"1",0,0,2,6,850,190,1950,0,"98118",47.5293,-122.272,1350,5000 +"8562700300","20140708T000000",542000,3,1.75,1070,8030,"1",0,0,3,7,1070,0,1966,2014,"98052",47.67,-122.155,1540,7875 +"6114400028","20140618T000000",403500,5,2.5,3600,17300,"1",0,0,4,8,2410,1190,1968,0,"98166",47.4468,-122.341,2620,30200 +"3793501130","20150316T000000",418000,4,2.5,2750,8471,"2",0,0,3,7,2750,0,2003,0,"98038",47.3671,-122.029,2610,7482 +"6052400625","20150326T000000",406000,4,1.5,1920,6000,"2",0,1,3,7,1920,0,1951,0,"98198",47.4029,-122.321,1920,6000 +"2560805630","20140923T000000",242500,3,2.25,1770,10000,"1",0,0,3,7,1340,430,1978,0,"98198",47.3814,-122.322,1270,5055 +"9558020600","20150407T000000",425000,4,2.5,2460,5440,"2",0,0,3,9,2460,0,2003,0,"98058",47.448,-122.121,2460,5124 +"9136101335","20140515T000000",613000,4,2,1550,4815,"1.5",0,0,3,7,1550,0,1909,0,"98103",47.667,-122.336,1680,4013 +"9407101380","20141230T000000",189000,3,2,1460,11481,"1",0,0,2,7,1170,290,1995,0,"98045",47.4493,-121.777,1540,9680 +"8901500178","20141030T000000",700000,4,2.25,2440,9450,"1.5",0,0,3,7,2440,0,1947,2014,"98125",47.7061,-122.307,1720,7503 +"9551201250","20140902T000000",750000,3,1,1640,6516,"1.5",0,0,4,7,1440,200,1935,0,"98103",47.6693,-122.339,1770,4000 +"3544400236","20140707T000000",494000,2,1,1290,4650,"1",0,0,4,7,1290,0,1906,0,"98115",47.6877,-122.325,1640,3900 +"7215730090","20140609T000000",700000,4,3,3150,7778,"2",0,0,3,9,3150,0,2000,0,"98075",47.5972,-122.018,2970,6500 +"8682291390","20150403T000000",705000,2,2.5,2305,5580,"1",0,0,3,8,2305,0,2007,0,"98077",47.7203,-122.024,1440,5748 +"1770000490","20140522T000000",356000,2,1.75,1060,16470,"1",0,0,3,7,1060,0,1977,0,"98072",47.7409,-122.089,1790,16748 +"2935400100","20140522T000000",625000,3,1.75,2060,12558,"1",0,0,4,7,1350,710,1984,0,"98052",47.6659,-122.144,1850,8722 +"7686205020","20150312T000000",144975,2,1,900,7500,"1",0,0,3,5,900,0,1940,0,"98198",47.4177,-122.319,1350,7500 +"3629921240","20140728T000000",970000,4,4.5,3890,5906,"2",0,3,3,11,3060,830,2004,0,"98029",47.5426,-121.995,4170,6052 +"1775801340","20140606T000000",415000,3,1.75,1910,12596,"1",0,0,3,7,1340,570,1977,0,"98072",47.7399,-122.099,1550,13310 +"3574801780","20140505T000000",485000,4,3,2340,7048,"1",0,0,4,8,1340,1000,1979,0,"98034",47.7306,-122.227,1440,8088 +"7854800090","20141107T000000",799950,3,3,2900,11769,"2",0,0,3,10,2900,0,1997,0,"98052",47.6993,-122.118,2900,9611 +"4054530090","20150429T000000",783350,4,2.5,3290,35001,"2",0,0,3,10,3290,0,1991,0,"98077",47.7231,-122.038,4090,40371 +"8807900236","20141219T000000",430000,1,1,630,1362,"1",0,0,3,7,630,0,1943,0,"98109",47.6342,-122.342,1090,1376 +"1118001408","20141124T000000",2.54475e+006,5,4.75,5410,13431,"2",0,0,4,10,5050,360,1941,0,"98112",47.6306,-122.288,3750,11596 +"9290850740","20140618T000000",975000,4,2.5,4270,43386,"1",0,0,3,10,2680,1590,1991,0,"98053",47.6915,-122.053,3630,36180 +"3025059089","20150505T000000",950000,3,1.5,1700,8050,"1",0,0,3,7,1130,570,1950,0,"98004",47.6304,-122.218,2920,12239 +"0923000265","20140806T000000",350000,2,1,1430,8157,"1.5",0,0,3,7,1150,280,1944,0,"98177",47.7256,-122.361,1820,8157 +"8901001335","20141103T000000",637000,4,2.75,2850,7510,"2",0,0,3,8,2850,0,2008,0,"98125",47.7097,-122.305,1510,8833 +"1523059066","20150219T000000",895000,3,2,2160,105415,"1",0,0,3,10,2160,0,1991,0,"98059",47.4806,-122.152,2760,9620 +"5249801785","20141205T000000",579000,2,2,1760,7200,"1",0,0,5,7,880,880,1946,0,"98118",47.5658,-122.276,1760,7200 +"2190601055","20140624T000000",314900,4,1.75,2700,27072,"1",0,0,3,7,1380,1320,1958,0,"98003",47.2877,-122.293,2460,34850 +"1917300025","20150127T000000",122000,2,1,860,6000,"1",0,0,3,6,860,0,1945,0,"98022",47.2109,-121.985,1300,6000 +"3797000300","20140808T000000",405000,2,1,880,3000,"1",0,0,5,7,880,0,1927,0,"98103",47.6868,-122.349,1300,3000 +"5332200026","20140508T000000",553650,2,2.5,1360,1349,"2",0,0,3,8,1050,310,1997,0,"98112",47.6254,-122.292,1430,4400 +"3278602760","20150203T000000",369900,2,2.5,1770,1853,"3",0,0,3,8,1770,0,2007,0,"98126",47.5472,-122.371,1770,1924 +"2721049059","20140528T000000",225000,3,2,2030,24829,"1",0,0,4,7,1220,810,1979,0,"98001",47.2718,-122.291,1980,15204 +"2172000750","20140527T000000",160000,2,1,1180,9350,"1",0,0,3,6,1180,0,1918,0,"98178",47.4889,-122.259,1780,9306 +"1022069058","20141009T000000",449500,4,2,2430,199940,"1",0,0,3,8,1310,1120,1961,0,"98038",47.4116,-122.029,2220,150282 +"0249000115","20140828T000000",650000,3,1,1300,8266,"1",0,0,4,7,1300,0,1953,0,"98004",47.6337,-122.199,1300,8707 +"7214710300","20140716T000000",542126,4,2.5,2360,43088,"2",0,0,3,8,2360,0,1977,0,"98077",47.7661,-122.071,2850,39216 +"0192450300","20140919T000000",309950,3,1.5,1200,15606,"1",0,0,3,7,1200,0,1985,0,"98045",47.4752,-121.755,1210,15606 +"3356403820","20141205T000000",115000,2,1,1000,16524,"1",0,0,3,5,1000,0,1913,0,"98001",47.2841,-122.255,1350,10208 +"8075400100","20141231T000000",221700,2,1.5,1556,20000,"1",0,0,4,7,1556,0,1957,0,"98032",47.3891,-122.282,2250,17286 +"1982200245","20150127T000000",726000,3,2.5,1890,3880,"1.5",0,0,4,8,1460,430,1915,0,"98107",47.6642,-122.362,1010,3880 +"7905200037","20141119T000000",515000,3,1.75,1810,5733,"1",0,0,4,7,1010,800,1926,0,"98116",47.5709,-122.388,1260,4680 +"2597531030","20140826T000000",756000,4,2.5,2730,10753,"2",0,0,3,9,2730,0,1991,0,"98006",47.5414,-122.133,3090,10740 +"5318100645","20140527T000000",1.57e+006,4,3.75,3070,5850,"2",0,0,5,9,2400,670,1927,0,"98112",47.633,-122.283,2940,5573 +"7504400850","20140521T000000",442000,4,2.25,2080,12007,"1",0,0,4,8,1220,860,1979,0,"98074",47.6259,-122.051,2110,12459 +"1761300110","20140702T000000",260000,4,2,1620,7992,"2",0,0,4,7,1620,0,1975,0,"98031",47.395,-122.176,1710,7500 +"9390700100","20140910T000000",390000,2,1.75,1150,2723,"1",0,0,4,7,770,380,1923,0,"98102",47.6357,-122.322,1440,4000 +"7518503200","20140701T000000",459500,2,1,1250,3825,"1",0,0,3,7,850,400,1929,0,"98117",47.6805,-122.38,1370,4998 +"3971700940","20140930T000000",330000,3,1.5,1430,8000,"1",0,0,5,7,1430,0,1948,0,"98155",47.772,-122.322,1410,9820 +"1446403835","20141103T000000",189000,2,1,790,7128,"1",0,0,3,6,790,0,1944,0,"98168",47.4873,-122.324,1110,7150 +"9183702251","20141211T000000",280000,3,1,1200,9322,"1.5",0,0,4,7,1200,0,1954,0,"98030",47.3749,-122.225,1540,9677 +"5589900590","20140505T000000",400000,2,1.75,2110,9519,"1",0,0,2,7,2110,0,1948,0,"98155",47.7504,-122.306,1480,9519 +"7227501745","20150325T000000",368000,4,2,3160,11193,"1",0,0,5,6,2410,750,1942,0,"98056",47.4937,-122.184,1020,5940 +"2473350930","20140609T000000",390000,4,1.75,2700,7875,"1.5",0,0,4,8,2700,0,1968,0,"98058",47.454,-122.144,2220,7875 +"6450303820","20140930T000000",245000,2,1,820,7475,"1",0,0,3,6,820,0,1945,0,"98133",47.7321,-122.341,1030,5720 +"5469000100","20140806T000000",375000,4,2.5,1800,8432,"1",0,0,4,7,1200,600,1960,0,"98133",47.7463,-122.336,1780,8432 +"8679600100","20150130T000000",465000,5,1.5,1750,12491,"1",0,0,3,6,1390,360,1961,0,"98033",47.6995,-122.174,1560,12473 +"0638100015","20150312T000000",445000,3,2,1540,67953,"1",0,0,3,7,1540,0,1997,0,"98059",47.5018,-122.126,1250,9100 +"3241600015","20150305T000000",250000,3,1,1130,7800,"1",0,0,3,7,1130,0,1952,0,"98118",47.5239,-122.288,1170,7800 +"6411600026","20141003T000000",475500,3,1,1500,9416,"1",0,0,4,8,1500,0,1952,0,"98133",47.7135,-122.332,1440,7200 +"3179101050","20140804T000000",672324,2,1.75,1600,5795,"1.5",0,0,3,8,1600,0,1940,0,"98105",47.6709,-122.276,2310,6301 +"5363200266","20140623T000000",420000,3,2,1200,5029,"1",0,0,3,6,880,320,1937,0,"98115",47.6936,-122.294,1510,5854 +"7518502490","20141229T000000",515000,3,2,1690,5100,"1.5",0,0,5,7,1690,0,1907,0,"98117",47.6801,-122.38,1690,5100 +"7732400490","20141105T000000",732350,4,2.5,2270,7665,"2",0,0,3,9,2270,0,1986,0,"98052",47.6612,-122.148,2450,8706 +"5416510110","20140605T000000",297500,4,2.5,1910,5000,"2",0,0,3,7,1910,0,2005,0,"98038",47.3608,-122.036,2020,5000 +"8604900017","20141008T000000",475000,3,1.5,1640,2720,"1.5",0,0,3,8,1640,0,1929,0,"98115",47.6869,-122.317,1490,4375 +"0808300490","20150505T000000",414000,4,2.5,2120,6497,"2",0,0,3,7,2120,0,2003,0,"98019",47.7241,-121.957,2230,6300 +"6855700115","20140626T000000",357250,3,1.5,1400,8840,"1",0,0,4,6,1400,0,1952,0,"98125",47.7273,-122.309,1260,8840 +"9325800110","20141030T000000",289950,2,1,760,6000,"1",0,0,4,6,760,0,1950,0,"98133",47.7168,-122.34,950,6000 +"8121100015","20150505T000000",550000,3,1,1070,3713,"1",0,0,4,6,1070,0,1917,0,"98118",47.5683,-122.285,1290,3960 +"8568700015","20150423T000000",446000,3,1.75,1460,9998,"1",0,0,3,7,960,500,1958,0,"98028",47.7434,-122.242,1460,9998 +"6399600115","20141015T000000",279000,3,1.5,1280,16738,"1.5",0,0,4,5,1280,0,1932,0,"98038",47.3895,-122.023,1590,16317 +"5651010300","20140821T000000",370000,3,2.25,1650,4859,"2",0,0,3,7,1650,0,1988,0,"98011",47.7729,-122.172,1890,5018 +"3423049311","20141017T000000",216000,3,2,1260,4125,"1",0,0,3,6,1260,0,1998,0,"98188",47.4401,-122.279,1300,9091 +"7000100711","20140621T000000",1.1e+006,3,2.5,2200,20000,"1",0,1,3,7,1400,800,1952,0,"98004",47.5809,-122.191,3050,11775 +"5482700115","20141020T000000",1.2806e+006,4,2.5,3560,15450,"1",0,1,5,8,2060,1500,1977,0,"98040",47.5657,-122.23,3680,17314 +"9349900110","20150217T000000",355000,2,1.5,1140,2500,"1",0,1,3,7,630,510,1988,0,"98106",47.5707,-122.359,1500,5000 +"9328510100","20140911T000000",699000,4,2.5,2550,7312,"2",0,0,3,9,2550,0,1988,0,"98008",47.6441,-122.113,2330,7480 +"6300500475","20140902T000000",412000,3,2.5,1553,1991,"3",0,0,3,8,1553,0,2014,0,"98133",47.7049,-122.34,1509,2431 +"7849200315","20150205T000000",276000,2,1,1140,7200,"1",0,0,3,6,1140,0,1923,1951,"98065",47.5265,-121.823,1110,7200 +"7813200115","20140904T000000",100000,2,1,790,6426,"1",0,0,3,6,790,0,1944,0,"98178",47.4933,-122.245,1380,6946 +"2851200100","20140701T000000",955500,4,1.75,2130,5080,"1.5",0,0,3,8,2130,0,1914,1993,"98119",47.6427,-122.363,1900,5080 +"2823059055","20150329T000000",199000,3,1,1390,21262,"1",0,0,3,7,1390,0,1958,0,"98058",47.4454,-122.185,1560,10800 +"7853301560","20140625T000000",762000,4,3.5,4000,15253,"2",0,0,3,9,4000,0,2007,0,"98065",47.5433,-121.887,3550,8747 +"9477001280","20140506T000000",425000,4,2,1520,7983,"1",0,0,5,7,1520,0,1967,0,"98034",47.7357,-122.193,1520,7783 +"7905200147","20141104T000000",546000,2,1,1657,5031,"2",0,0,3,7,1657,0,1910,0,"98116",47.5699,-122.389,2050,6201 +"6190701110","20150420T000000",419600,3,1.75,1680,8460,"1",0,0,3,7,1180,500,1976,0,"98133",47.7554,-122.353,1890,9529 +"0871001500","20140623T000000",735000,4,2.25,2270,5102,"1",0,0,5,8,1340,930,1954,0,"98199",47.6528,-122.408,1800,5102 +"2559950110","20150422T000000",1.23457e+006,2,2.5,2470,609,"3",0,0,3,11,1910,560,2011,0,"98112",47.6182,-122.312,2440,1229 +"3693900245","20140707T000000",445000,2,2,1240,2500,"2",0,0,3,7,1240,0,1985,0,"98117",47.6793,-122.395,1660,5000 +"1023089140","20150106T000000",665000,3,2,1740,41275,"1",0,0,3,8,1740,0,1974,1989,"98045",47.4914,-121.763,2630,41275 +"3026059085","20150317T000000",1.29e+006,5,3.5,4090,290980,"1",0,0,3,11,2920,1170,2002,0,"98034",47.7161,-122.219,1880,9255 +"3575302345","20141208T000000",508500,4,2.75,2520,12500,"2",0,0,3,8,1720,800,1979,0,"98074",47.6225,-122.064,2520,13000 +"1568100076","20141210T000000",345950,5,1,1340,11198,"1.5",0,0,3,8,1340,0,1934,0,"98155",47.736,-122.295,1390,8020 +"6600400090","20150113T000000",207500,3,1,1640,9750,"1",0,0,3,7,1640,0,1968,0,"98042",47.3256,-122.141,1200,9750 +"5451200110","20141204T000000",1.075e+006,4,2.5,3000,10920,"1",0,0,4,8,1550,1450,1969,0,"98040",47.5347,-122.227,2380,10920 +"3204300090","20141110T000000",640000,3,1,1210,3720,"2",0,0,4,8,1210,0,1930,0,"98112",47.6317,-122.301,1560,6000 +"3023039066","20150323T000000",329500,3,1,1810,13068,"1",0,0,4,7,1360,450,1941,0,"98070",47.4482,-122.462,1400,13068 +"3824100246","20141021T000000",460000,4,2.75,2200,9676,"1",0,0,3,8,1500,700,1979,0,"98028",47.7713,-122.259,2120,9585 +"7768700315","20140630T000000",1.23e+006,3,1.75,2200,14630,"1.5",0,1,3,8,2200,0,1948,2003,"98004",47.6074,-122.213,2850,15803 +"4154305290","20141120T000000",805000,5,3,2350,6480,"2",0,3,4,7,1650,700,1924,1962,"98118",47.558,-122.266,1840,7200 +"0621069113","20141218T000000",200000,3,1.5,1090,10454,"1",0,0,3,6,1090,0,1963,0,"98042",47.3425,-122.082,1230,12196 +"1523059201","20150217T000000",749700,3,1.75,2280,77972,"1",0,0,3,8,1460,820,1977,0,"98059",47.4804,-122.151,2460,14430 +"1453602309","20140805T000000",288000,0,1.5,1430,1650,"3",0,0,3,7,1430,0,1999,0,"98125",47.7222,-122.29,1430,1650 +"7518504291","20141215T000000",535000,2,1,1520,3360,"1",0,0,4,7,830,690,1927,0,"98117",47.6815,-122.382,1470,3774 +"4058801240","20141028T000000",330000,3,2.25,1620,7150,"1",0,2,4,7,1280,340,1950,0,"98178",47.5048,-122.241,1620,6930 +"2313900165","20140730T000000",479200,3,2,1510,3750,"1.5",0,0,4,7,1510,0,1928,0,"98116",47.5737,-122.383,1500,5000 +"2122059206","20140513T000000",373000,5,2.5,3001,5710,"2",0,0,3,8,3001,0,2006,0,"98042",47.3727,-122.177,2340,5980 +"9282801720","20150319T000000",355000,4,1.5,2020,6000,"1",0,0,4,7,1010,1010,1953,0,"98178",47.5019,-122.235,1710,6000 +"9542840590","20140602T000000",275000,3,2,1380,4500,"1",0,0,3,7,1380,0,2008,0,"98038",47.3661,-122.021,1620,4000 +"2493200015","20140620T000000",380000,3,1.5,1520,4288,"1",0,0,3,7,1020,500,1949,0,"98136",47.5284,-122.387,1660,4288 +"9550202870","20150209T000000",417000,2,1.75,1090,4590,"1",0,0,4,7,790,300,1915,0,"98105",47.6677,-122.324,1390,4080 +"0098000750","20141021T000000",1.165e+006,5,3.75,4220,15959,"2",0,0,3,11,4220,0,2004,0,"98075",47.5869,-121.967,4630,16531 +"7504010900","20140926T000000",598500,3,2.25,2520,12000,"1",0,0,3,10,2520,0,1978,0,"98074",47.6381,-122.062,2510,12000 +"1370803820","20140602T000000",629000,3,2,1760,5000,"1",0,0,5,7,960,800,1920,0,"98199",47.6408,-122.403,1380,5000 +"1446401220","20141009T000000",226950,2,1,930,6600,"1",0,0,3,6,930,0,1957,0,"98168",47.4868,-122.33,1250,6600 +"0868000615","20141231T000000",1.225e+006,4,2.5,2600,11542,"1.5",0,0,4,9,2200,400,1939,0,"98177",47.7076,-122.377,2840,10960 +"6625910100","20150203T000000",415000,3,2.25,2180,11100,"1",0,0,5,8,1700,480,1979,0,"98056",47.5162,-122.176,2350,11397 +"3629870110","20150422T000000",595000,3,2.5,1910,3075,"2",0,0,3,8,1910,0,2001,0,"98029",47.5491,-122.005,1940,3485 +"8651400750","20141028T000000",209950,3,1.75,1100,5525,"1",0,0,5,6,1100,0,1968,0,"98042",47.3625,-122.084,1050,5200 +"0925069111","20150507T000000",568000,3,1.75,1760,235224,"1",0,0,3,7,1760,0,1973,0,"98053",47.6735,-122.041,2320,87120 +"3352402250","20141021T000000",119900,2,1,700,3180,"1",0,0,3,6,480,220,1951,0,"98178",47.4976,-122.262,1760,6360 +"4168000110","20140826T000000",207000,3,1,1080,10200,"1",0,0,4,7,1080,0,1962,0,"98023",47.3215,-122.351,1230,10400 +"5647900930","20141215T000000",195000,3,1,1070,22489,"1",0,0,3,7,1070,0,1967,0,"98001",47.3278,-122.262,1880,20250 +"2523039278","20140624T000000",324950,3,1.5,1460,8710,"1",0,0,3,7,1460,0,1955,0,"98166",47.4561,-122.357,1400,8645 +"6149700405","20141222T000000",210000,1,1,1050,7583,"1",0,0,4,6,1050,0,1947,0,"98133",47.7294,-122.341,1420,7560 +"0203100690","20150425T000000",1.078e+006,4,2.75,3160,42733,"2",0,0,3,9,3160,0,1995,0,"98053",47.6367,-121.958,1890,24000 +"4410600100","20141204T000000",325088,4,1,1400,6739,"1",0,0,3,7,1000,400,1954,0,"98108",47.5402,-122.298,1500,6380 +"3223059303","20150116T000000",790000,4,3,3120,157875,"2",0,0,4,8,3120,0,1977,0,"98058",47.444,-122.187,1580,7050 +"0522069097","20141125T000000",150000,2,1,720,212137,"1",0,0,3,5,720,0,1982,0,"98058",47.422,-122.066,2010,109642 +"2023069059","20141030T000000",790000,3,3,2840,206910,"2",0,0,3,10,2840,0,1999,0,"98059",47.469,-122.063,2070,25067 +"7987400356","20140512T000000",255000,2,1,1220,2500,"1",0,0,3,6,770,450,1910,0,"98126",47.5727,-122.372,1540,3000 +"0461005360","20141107T000000",697000,4,3,2820,2850,"1.5",0,0,5,7,1860,960,1928,0,"98117",47.6813,-122.367,1570,4500 +"0461004195","20141104T000000",457500,2,1,840,5000,"1",0,0,4,7,840,0,1908,0,"98117",47.6803,-122.371,1240,5000 +"9547204350","20140519T000000",690000,3,2,1610,5100,"1.5",0,0,5,8,1610,0,1940,0,"98115",47.6825,-122.307,1740,5100 +"2331300025","20150311T000000",967000,4,3.25,1860,4356,"2",0,0,3,9,1860,0,1917,2005,"98103",47.6785,-122.351,1860,4356 +"2288000090","20150429T000000",980000,4,1.75,2260,17711,"1",0,1,4,9,2260,0,1968,0,"98040",47.5498,-122.214,2880,16594 +"5525400300","20140521T000000",619420,4,2.75,2450,14803,"2",0,0,4,9,2450,0,1988,0,"98059",47.5261,-122.162,2330,14803 +"9523103001","20141013T000000",389000,2,1,850,3276,"1",0,0,3,6,850,0,1910,0,"98103",47.6742,-122.35,1460,4100 +"5249802460","20141210T000000",500000,3,1,1800,7200,"1",0,0,3,7,1020,780,1964,0,"98118",47.5616,-122.275,1740,5475 +"7000100850","20140926T000000",569000,4,1.75,1230,7890,"1",0,1,4,7,1090,140,1950,0,"98004",47.5808,-122.189,2380,13176 +"9477000300","20140728T000000",425000,4,2.25,2060,8540,"1",0,0,4,7,1540,520,1967,0,"98034",47.734,-122.19,1560,7700 +"8121100265","20140521T000000",635000,4,2.25,2750,6180,"1",0,0,4,8,1500,1250,1948,0,"98118",47.5691,-122.284,1740,6180 +"2817100900","20140519T000000",256500,2,1,1120,9912,"1",0,0,4,6,1120,0,1980,0,"98070",47.3735,-122.43,1540,9750 +"3578700017","20150123T000000",695000,4,2.5,3010,11393,"2",0,0,3,8,3010,0,2005,0,"98028",47.7389,-122.221,2810,11282 +"7550800195","20140730T000000",535000,4,1.5,1580,5000,"1.5",0,0,3,7,1390,190,1945,0,"98107",47.6735,-122.393,1580,5000 +"3449900090","20150410T000000",454200,4,2.5,2630,5379,"2",0,0,3,8,2630,0,2004,0,"98059",47.4977,-122.163,2630,5379 +"9232900165","20150123T000000",418500,2,1,790,5800,"1",0,0,3,6,790,0,1943,0,"98117",47.6973,-122.36,1460,5800 +"1137300900","20140605T000000",749950,4,2.75,3110,35235,"2",0,0,4,9,3110,0,1983,0,"98072",47.7355,-122.095,2790,35445 +"2617370090","20141019T000000",338500,3,1.75,2130,5489,"1",0,0,3,8,1370,760,1999,0,"98070",47.4489,-122.456,1750,7200 +"5452301800","20140722T000000",1.25e+006,4,3.75,4520,9240,"1.5",0,2,3,10,3270,1250,1992,0,"98040",47.5897,-122.229,3380,9240 +"6648760100","20140711T000000",299950,3,2.5,1600,9830,"2",0,0,4,8,1600,0,1993,0,"98001",47.339,-122.266,1890,8910 +"0798000337","20140731T000000",325000,4,1.75,1950,12500,"1",0,0,3,7,1330,620,1963,0,"98168",47.4999,-122.327,1760,11520 +"1737300110","20140826T000000",434000,4,3,2010,8171,"2",0,0,3,8,2010,0,1973,0,"98011",47.7688,-122.218,2090,8203 +"2817800100","20140701T000000",328950,4,1.75,2550,8976,"1",0,0,5,7,1300,1250,1978,0,"98058",47.4286,-122.179,2220,9477 +"5700003640","20140519T000000",2.095e+006,5,3.75,5340,10655,"2.5",0,3,4,10,3740,1600,1912,0,"98144",47.5795,-122.285,3910,9418 +"0824069156","20150429T000000",570000,4,2,2000,46902,"2",0,0,3,8,2000,0,1978,0,"98075",47.5851,-122.072,2420,38130 +"1997200165","20140916T000000",802000,3,2.25,2170,5001,"2",0,0,3,8,2170,0,2014,0,"98103",47.6937,-122.338,1700,6991 +"4083301645","20141024T000000",525000,3,1,1550,6840,"1.5",0,0,3,7,1550,0,1918,0,"98103",47.6572,-122.335,2370,4560 +"3880900245","20150202T000000",700000,6,3,2790,4550,"2.5",0,0,4,8,2790,0,1907,0,"98119",47.627,-122.361,2590,4550 +"1322059002","20150319T000000",350000,3,1.75,1980,273556,"1",0,0,3,6,1040,940,1956,1999,"98042",47.4012,-122.11,2180,217799 +"2426039313","20150218T000000",277500,2,1.5,1190,1236,"3",0,0,3,7,1190,0,2005,0,"98133",47.7274,-122.357,1390,1756 +"6448000090","20140512T000000",1.575e+006,5,2.75,3650,20150,"1",0,0,4,10,2360,1290,1975,0,"98004",47.6215,-122.224,3220,19800 +"8005100025","20140919T000000",195000,3,1,1510,4350,"1.5",0,0,5,6,1510,0,1913,0,"98022",47.2052,-121.987,1210,5500 +"2891000750","20140821T000000",222000,3,2,1200,6074,"1",0,0,3,7,1200,0,1968,0,"98002",47.325,-122.205,1430,6338 +"5456000110","20150416T000000",865000,5,3,2830,8854,"1",0,0,4,8,1500,1330,1979,0,"98040",47.5743,-122.209,2260,8604 +"5393601050","20140509T000000",445000,4,2,1650,6000,"1",0,0,5,7,1000,650,1959,0,"98144",47.5834,-122.307,1540,6000 +"2979801095","20141209T000000",495800,4,1.5,1710,4600,"1.5",0,0,3,7,1710,0,1924,0,"98115",47.6847,-122.318,1740,4455 +"6840701095","20150403T000000",548500,3,1,1740,4400,"1.5",0,0,3,7,1740,0,1924,0,"98122",47.6059,-122.3,1720,4400 +"2221000100","20140507T000000",310000,3,1.75,1840,10723,"1",0,0,4,7,1220,620,1974,0,"98058",47.429,-122.154,1590,9820 +"5070000100","20140711T000000",205000,3,1.5,1820,8585,"1",0,0,4,7,1820,0,1962,0,"98055",47.4479,-122.213,1740,10088 +"3793501450","20140910T000000",470000,5,3.75,3860,6901,"2",0,0,3,7,3860,0,2003,0,"98038",47.3694,-122.032,3000,8584 +"0321079066","20150423T000000",430000,3,1.5,1810,349351,"1.5",0,0,3,7,1810,0,2002,0,"98010",47.3392,-121.897,2480,339332 +"2026049125","20150501T000000",310000,2,2,1030,2271,"3",0,0,3,7,1030,0,1999,0,"98125",47.7263,-122.314,1439,1387 +"1844500025","20150325T000000",355000,4,1,1410,7693,"1.5",0,0,4,7,1410,0,1953,0,"98133",47.7604,-122.331,1330,8395 +"3541600405","20150127T000000",621500,5,2.5,2140,15950,"1",0,2,4,8,1370,770,1968,0,"98166",47.4797,-122.358,2600,14273 +"1823049202","20140610T000000",175000,6,1.5,1930,8400,"1",0,0,3,7,1030,900,1971,0,"98146",47.4869,-122.34,1780,9520 +"1823049202","20150107T000000",326000,6,1.5,1930,8400,"1",0,0,3,7,1030,900,1971,0,"98146",47.4869,-122.34,1780,9520 +"1563100705","20140912T000000",690000,4,3.5,1930,5400,"1.5",0,2,3,7,1930,0,1920,0,"98116",47.5679,-122.409,1500,3340 +"7968200090","20140819T000000",335000,4,2.5,2210,7214,"2",0,0,3,8,2210,0,2003,0,"98003",47.3554,-122.298,2270,7246 +"5379802816","20150224T000000",197000,4,1,1360,11175,"1",0,0,3,7,1360,0,1961,0,"98188",47.4551,-122.272,1340,9702 +"3340401570","20140703T000000",312500,3,1.75,1830,7969,"1",0,0,3,7,930,900,1950,2008,"98055",47.4667,-122.214,1790,7425 +"7300700056","20141029T000000",436000,3,2.25,2120,6710,"1",0,0,5,7,1420,700,1959,0,"98155",47.7461,-122.324,1880,6960 +"1257201130","20141001T000000",1.015e+006,4,2.5,2700,4590,"2",0,0,3,8,2700,0,2002,0,"98103",47.6734,-122.329,2080,3570 +"7526400100","20140826T000000",805000,4,2.5,3160,35225,"2",0,1,3,9,2250,910,1992,0,"98006",47.5672,-122.111,3460,17223 +"7504400750","20150105T000000",652427,4,2.25,2770,13129,"2",0,0,4,8,2770,0,1979,0,"98074",47.6268,-122.05,2400,13129 +"1525059112","20141018T000000",1.008e+006,3,2.5,2240,41339,"1",0,0,4,9,2240,0,1945,1992,"98005",47.6483,-122.163,2900,45738 +"7300410300","20141106T000000",355000,4,2.5,2570,6466,"2",0,0,3,9,2570,0,1999,0,"98092",47.3324,-122.17,2520,6667 +"1326039039","20140729T000000",334550,2,1,880,12000,"1",0,0,3,7,880,0,1939,0,"98133",47.7436,-122.356,1960,9395 +"8100400110","20140708T000000",557500,3,2.25,1820,9670,"2",0,0,3,8,1820,0,1984,0,"98052",47.6382,-122.11,2160,11424 +"6385900090","20141103T000000",277500,4,2.25,1660,7184,"1",0,0,3,7,1110,550,1963,0,"98188",47.4678,-122.294,1640,7200 +"7229000025","20140707T000000",300000,4,3,2200,10800,"1",0,0,3,6,2200,0,1960,0,"98058",47.4476,-122.169,1430,10800 +"6145602355","20150225T000000",325000,4,1,1640,3844,"1.5",0,0,4,7,1460,180,1928,0,"98133",47.7017,-122.354,1230,3844 +"0003600057","20150319T000000",402500,4,2,1650,3504,"1",0,0,3,7,760,890,1951,2013,"98144",47.5803,-122.294,1480,3504 +"4040200490","20140820T000000",461000,3,1.75,1420,5170,"1",0,0,4,7,1420,0,1963,0,"98007",47.6151,-122.145,2250,7700 +"2919201095","20150327T000000",540000,3,1,1270,3840,"1.5",0,0,3,7,1270,0,1926,0,"98103",47.6896,-122.357,1270,4175 +"5248800625","20150316T000000",385000,3,1,1070,4000,"1",0,0,4,7,1070,0,1971,0,"98108",47.5529,-122.305,1090,4000 +"1257201295","20140708T000000",480000,2,1,1060,3040,"1",0,0,3,7,860,200,1924,0,"98103",47.6725,-122.329,1470,3814 +"3342700371","20140609T000000",539950,3,2.25,2190,7149,"1",0,1,4,8,1240,950,1963,0,"98056",47.5243,-122.204,3500,7149 +"1724079013","20140718T000000",529000,3,2.25,1940,217800,"2",0,0,3,9,1940,0,1990,0,"98024",47.5636,-121.932,2580,83558 +"2770606822","20140820T000000",417000,3,2.5,1300,877,"2",0,0,3,7,1060,240,2008,0,"98199",47.6591,-122.392,1320,1414 +"5706201930","20150217T000000",405000,3,1.5,1330,12500,"1",0,0,3,7,1330,0,1966,0,"98027",47.5263,-122.051,2310,12500 +"8731800300","20140723T000000",299000,3,2.25,1940,9100,"1",0,0,4,8,1630,310,1966,0,"98023",47.3133,-122.364,2080,9100 +"3751600457","20140813T000000",299000,3,1.75,2100,15480,"1",0,0,3,7,2100,0,1983,0,"98001",47.2924,-122.271,1330,15657 +"9169100214","20140514T000000",372220,3,1,1290,5500,"1",0,0,3,7,980,310,1951,0,"98136",47.5266,-122.392,1680,5000 +"0809000820","20140522T000000",494400,2,1.75,1560,1750,"1",0,0,4,6,780,780,1904,0,"98109",47.6347,-122.355,1850,3600 +"9460000110","20140924T000000",280000,3,1.75,2630,6500,"1",0,0,3,7,1330,1300,1958,0,"98055",47.4878,-122.221,2520,6500 +"7888780090","20141121T000000",277950,3,2.5,2100,6021,"2",0,0,3,7,2100,0,1992,0,"98023",47.2917,-122.375,2091,7547 +"2423059067","20141219T000000",770000,3,2.75,2070,54557,"2",0,0,3,8,2070,0,1996,0,"98058",47.4659,-122.116,2190,49658 +"1331900110","20141008T000000",760000,4,2.5,2960,28005,"2",0,0,3,10,2960,0,1989,0,"98072",47.7477,-122.117,3510,35248 +"6600490300","20150126T000000",230000,2,2,1300,3608,"1",0,0,3,7,1300,0,2004,0,"98198",47.3623,-122.309,1510,3608 +"6042000090","20141002T000000",525000,4,2.5,2520,7731,"2",0,0,3,9,2520,0,1994,0,"98155",47.7709,-122.297,2000,7704 +"7846700850","20140701T000000",307000,3,1,1150,6000,"1.5",0,0,3,7,1150,0,1927,0,"98045",47.4963,-121.787,1210,7700 +"5381600110","20140618T000000",253779,4,2,2030,9600,"1.5",0,0,3,6,1430,600,1947,0,"98188",47.4459,-122.272,1820,14600 +"3459100300","20140617T000000",405000,3,1.5,1880,7400,"1",0,0,3,8,1480,400,1968,0,"98155",47.7743,-122.27,1820,8660 +"8151600590","20150312T000000",360000,2,1,2320,11250,"2",0,0,4,6,2320,0,1942,0,"98146",47.504,-122.362,1620,11250 +"7936000252","20150511T000000",521000,2,1,1050,7500,"1.5",0,3,4,6,1050,0,1910,0,"98116",47.5577,-122.399,2540,13680 +"2825059256","20140926T000000",680000,4,2.5,3030,13068,"2",0,0,3,9,3030,0,1978,0,"98005",47.6313,-122.172,2940,11999 +"1925069006","20141203T000000",355000,1,0.75,530,33278,"1",0,2,4,4,530,0,1950,0,"98074",47.6412,-122.079,2830,14311 +"1274500300","20140623T000000",200000,3,1.5,1090,9600,"1",0,0,4,7,1090,0,1968,0,"98042",47.3639,-122.109,1240,9620 +"7129304085","20140708T000000",330000,3,2.25,2220,4060,"1",0,0,3,7,1330,890,1993,0,"98118",47.5188,-122.265,1930,5625 +"0104540820","20140812T000000",221000,3,2.25,1430,5999,"2",0,0,3,7,1430,0,1987,0,"98023",47.3116,-122.358,1600,5999 +"9272200090","20150204T000000",1.59889e+006,4,4.5,3780,6000,"2",0,4,4,11,2770,1010,1910,1977,"98116",47.5922,-122.388,2660,6000 +"1787600164","20140723T000000",310000,2,1,1560,4920,"1",0,0,4,6,780,780,1947,0,"98125",47.7248,-122.325,1760,7510 +"8127700215","20150409T000000",862000,4,2.25,2220,4200,"1.5",0,0,5,8,1310,910,1932,0,"98199",47.6418,-122.394,2020,4940 +"7348200115","20140619T000000",200000,3,1.5,1140,8340,"1",0,0,3,7,1140,0,1960,0,"98168",47.4773,-122.28,1140,8340 +"7752200100","20140930T000000",630000,4,2.5,2540,11100,"1",0,0,5,7,2540,0,1957,0,"98008",47.6317,-122.124,1560,11100 +"3904901570","20150320T000000",432250,3,2.25,1440,6232,"2",0,0,3,7,1440,0,1985,0,"98029",47.5658,-122.018,1740,5999 +"1238501116","20150123T000000",478000,3,2.25,1570,9500,"1",0,0,4,7,1070,500,1977,0,"98033",47.6843,-122.185,2250,9583 +"9392500100","20140723T000000",249000,4,2.25,1860,9576,"1",0,0,3,7,1400,460,1962,0,"98032",47.3612,-122.284,1860,9576 +"7857003465","20140605T000000",495000,5,3,2440,4750,"1",0,0,3,9,1450,990,2006,0,"98108",47.5485,-122.302,1420,5940 +"4038700930","20141113T000000",630000,4,2.5,2100,8800,"1",0,2,4,7,1240,860,1960,0,"98008",47.6146,-122.114,2000,8800 +"6979920090","20140626T000000",550000,4,2.5,2150,27540,"2",0,0,3,8,2150,0,1997,0,"98053",47.637,-121.969,2150,27540 +"1515920090","20140919T000000",350000,3,2.5,2440,18674,"2",0,0,4,8,2440,0,1994,0,"98042",47.3672,-122.126,2530,10603 +"2473100090","20141202T000000",270000,5,1.5,1930,7480,"2",0,0,3,7,1930,0,1966,0,"98058",47.4503,-122.157,1480,7705 +"6402700100","20141007T000000",488250,4,2,1830,9610,"1",0,0,3,7,1830,0,1963,0,"98033",47.695,-122.176,1970,10754 +"0104530490","20140516T000000",248000,4,3.5,1850,6519,"2",0,0,3,7,1130,720,1986,0,"98023",47.3087,-122.354,1280,6664 +"2487200940","20140814T000000",889000,4,3.5,3210,5000,"3",0,0,3,9,3210,0,2014,0,"98136",47.5203,-122.393,1360,5000 +"6132600315","20140827T000000",375000,1,1,1090,5250,"1",0,0,3,6,980,110,1927,0,"98117",47.6999,-122.391,2160,5250 +"6848200475","20141126T000000",933000,3,1.5,1870,3300,"2",0,2,3,7,1870,0,1906,0,"98102",47.6221,-122.325,1820,2460 +"2141310490","20150102T000000",625000,3,2.25,1920,8412,"1",0,2,3,8,1460,460,1977,0,"98006",47.5578,-122.132,2490,8700 +"7571200110","20140728T000000",328000,2,1,700,4350,"1",0,0,3,6,700,0,1943,0,"98116",47.5577,-122.391,1620,5100 +"5072300100","20140718T000000",470000,4,2.25,3380,9900,"1",0,2,4,8,1690,1690,1969,0,"98166",47.4438,-122.34,2390,9900 +"3342103148","20150213T000000",502500,5,2.5,2430,6168,"2",0,0,3,8,2430,0,2007,0,"98056",47.5237,-122.199,2150,8400 +"1770000090","20150407T000000",484000,3,1.75,1950,17400,"1",0,0,3,7,1210,740,1976,0,"98072",47.7424,-122.091,1900,17250 +"8658303585","20140807T000000",252500,2,1,900,7500,"1",0,0,4,6,900,0,1961,0,"98014",47.6481,-121.916,1190,10000 +"1115400090","20140821T000000",610000,3,2.5,2060,8893,"2",0,0,3,8,2060,0,1987,0,"98006",47.5615,-122.165,2650,8500 +"4400800061","20140725T000000",419000,4,2,2180,10447,"1",0,0,4,8,1280,900,1969,0,"98155",47.7675,-122.279,2190,10987 +"4137000590","20140717T000000",322500,4,2.25,2140,9377,"2",0,0,4,8,2140,0,1986,0,"98092",47.2649,-122.218,2030,7846 +"0809000945","20150106T000000",563000,6,1,1730,2760,"1.5",0,0,3,7,1250,480,1918,0,"98109",47.6342,-122.353,1630,3200 +"4397000100","20150324T000000",464000,4,2.5,3140,12591,"2",0,0,3,9,3140,0,1993,0,"98042",47.3826,-122.146,2650,11720 +"3426049031","20140617T000000",870000,4,4.25,3010,4887,"2",0,3,4,10,1940,1070,1951,1996,"98115",47.6933,-122.272,2540,9375 +"4310702775","20150203T000000",280000,2,1.5,800,1196,"2",0,0,3,8,800,0,2003,0,"98103",47.6972,-122.341,1020,1087 +"8965450110","20140912T000000",850000,3,2.5,3300,11570,"2",0,0,3,9,3300,0,1994,0,"98006",47.5599,-122.121,3280,11446 +"2887700805","20141022T000000",458950,2,1,1530,4370,"1",0,0,3,7,1130,400,1946,0,"98115",47.6888,-122.308,1580,4275 +"1446401460","20150422T000000",122000,2,1,760,5280,"1",0,0,3,6,760,0,1946,0,"98168",47.483,-122.33,1710,6594 +"0225039175","20140513T000000",525000,5,3,2450,4591,"2",0,0,3,7,2450,0,1994,0,"98117",47.6828,-122.388,1060,5500 +"1151100165","20140716T000000",286300,2,1,1000,31838,"1",0,0,3,7,1000,0,1962,0,"98045",47.4789,-121.779,1490,39747 +"4330600301","20140718T000000",218450,2,1,840,7425,"1",0,0,4,6,840,0,1952,0,"98166",47.4749,-122.339,1300,11674 +"2767602141","20140905T000000",525000,3,1.5,1380,4290,"1",0,0,3,7,1080,300,1955,0,"98107",47.674,-122.379,1510,3900 +"2767602141","20141222T000000",650000,3,1.5,1380,4290,"1",0,0,3,7,1080,300,1955,0,"98107",47.674,-122.379,1510,3900 +"2223089048","20140625T000000",356000,4,2,2020,48693,"1.5",0,0,3,7,2020,0,1949,0,"98045",47.4646,-121.759,1610,34900 +"3693900985","20140529T000000",436500,2,1,1260,5000,"1",0,0,3,7,1040,220,1951,0,"98117",47.6782,-122.397,1510,5000 +"3574801790","20140807T000000",410000,3,1.75,1440,7112,"1",0,0,3,7,1180,260,1979,0,"98034",47.7304,-122.227,1570,9152 +"2568800121","20140911T000000",512500,4,1.75,1540,8311,"1",0,0,4,7,1540,0,1950,0,"98125",47.7046,-122.293,1890,7996 +"5249804560","20140818T000000",510000,4,1,1060,7200,"1",0,1,3,6,880,180,1925,0,"98118",47.5591,-122.268,1910,7200 +"7811100100","20140918T000000",566000,4,1.75,1900,10297,"1",0,0,4,8,1900,0,1966,0,"98005",47.5944,-122.155,2220,9612 +"6116500300","20140910T000000",525000,3,1.75,2870,26500,"1.5",0,1,3,8,2870,0,1948,1981,"98166",47.4485,-122.355,2420,20500 +"2489200165","20140807T000000",435000,3,1,1050,5500,"1",0,0,3,6,930,120,1920,0,"98126",47.5402,-122.38,1410,5834 +"0425079100","20141231T000000",406500,3,2.75,1840,68479,"1",0,2,3,8,1340,500,1989,0,"98014",47.6802,-121.908,2060,61903 +"1828001220","20141007T000000",550000,5,2.75,3000,9473,"1",0,0,3,8,1500,1500,1966,0,"98052",47.6567,-122.13,2050,8820 +"5602000025","20150226T000000",251000,3,2,1200,10212,"1.5",0,0,5,6,1200,0,1949,0,"98022",47.206,-121.998,1280,10212 +"0191101015","20141211T000000",830000,3,1.5,1840,10125,"1",0,0,4,8,1220,620,1959,0,"98040",47.5607,-122.217,2320,10160 +"4249000100","20150414T000000",803000,4,2.5,2790,7673,"2",0,0,3,9,2790,0,1989,0,"98052",47.6692,-122.136,2740,7837 +"7877400266","20150407T000000",206000,3,1,970,9360,"1",0,0,4,5,970,0,1942,0,"98002",47.2808,-122.225,1050,11348 +"7657000165","20140730T000000",200000,4,1,1070,7467,"1.5",0,0,3,7,1070,0,1944,0,"98178",47.4942,-122.235,1160,7467 +"4302200535","20140506T000000",219000,2,1,900,5160,"1",0,0,3,6,900,0,1952,0,"98106",47.525,-122.356,900,5160 +"0369000881","20140905T000000",777000,4,4,2680,6000,"1",0,0,3,7,1380,1300,1962,2014,"98199",47.6557,-122.388,1930,6000 +"7527200110","20150218T000000",593700,3,2.5,2000,22000,"2",0,0,3,8,2000,0,1979,0,"98075",47.59,-122.081,2180,19800 +"1561600025","20140603T000000",712500,3,1.5,1660,8797,"1",0,0,4,7,1660,0,1956,0,"98004",47.5892,-122.202,2350,10053 +"2813100100","20140714T000000",600000,4,1.5,1770,6014,"1.5",0,0,4,7,1240,530,1946,0,"98116",47.5773,-122.393,1740,6014 +"3179100755","20150330T000000",554663,3,2,1230,6802,"1.5",0,0,3,7,1230,0,1940,0,"98105",47.6712,-122.279,1850,6398 +"1422700110","20140703T000000",267000,3,1,1740,10875,"1",0,0,4,7,1020,720,1962,0,"98188",47.4682,-122.283,1470,8532 +"1075100090","20140924T000000",390000,3,2,1710,8910,"1",0,0,5,7,1710,0,1953,0,"98133",47.7719,-122.338,1430,8493 +"7338402690","20150401T000000",335000,6,2,2020,7071,"1",0,0,3,7,1010,1010,1979,0,"98108",47.5329,-122.294,2020,5000 +"5451210100","20150423T000000",938000,4,2.5,2410,9886,"1",0,0,5,8,1990,420,1975,0,"98040",47.5351,-122.223,2530,10658 +"7523900300","20150407T000000",370000,4,2.75,2310,14745,"1",0,0,3,7,1410,900,1993,0,"98198",47.377,-122.31,2060,9678 +"7237300090","20150402T000000",335000,5,2.5,2400,4548,"2",0,0,3,7,2400,0,2003,0,"98042",47.371,-122.127,2200,4465 +"4083303815","20150421T000000",695000,5,2,3160,3990,"1.5",0,0,3,7,1870,1290,1923,0,"98103",47.654,-122.337,1780,4240 +"6117501015","20140606T000000",387500,3,1,1560,14333,"1",0,0,4,7,1560,0,1953,0,"98166",47.432,-122.348,1640,14333 +"6700390100","20150318T000000",245000,3,2.5,1770,6187,"2",0,0,3,7,1770,0,1992,0,"98031",47.4034,-122.189,1650,7200 +"7334401450","20140729T000000",308550,3,2,1600,13200,"1",0,0,3,7,1600,0,1990,0,"98045",47.4656,-121.756,1360,11520 +"8588000315","20140624T000000",225000,3,1.75,1330,13102,"1",0,0,3,7,1330,0,1968,0,"98003",47.3172,-122.322,1270,11475 +"3121500100","20140903T000000",715000,4,2.5,2970,29163,"2",0,0,3,9,2970,0,1993,0,"98053",47.6717,-122.025,3100,31105 +"0726049202","20150506T000000",335000,3,1,1020,10200,"1",0,0,4,7,1020,0,1954,0,"98133",47.7503,-122.348,1170,8188 +"3629760110","20140821T000000",634000,3,2.5,2490,4904,"2",0,0,3,9,2490,0,2003,0,"98029",47.5451,-122.014,2370,4050 +"8692800025","20140514T000000",337500,5,2,1700,7314,"1",0,0,3,7,1000,700,1956,0,"98108",47.549,-122.305,2000,7176 +"4392200165","20140904T000000",440000,1,1,850,6567,"1",0,0,4,6,850,0,1940,0,"98010",47.327,-122.039,2160,9794 +"1023089228","20140717T000000",350000,3,1.75,1250,13775,"1",0,2,3,7,1250,0,1990,0,"98045",47.4981,-121.772,1260,13707 +"7625702615","20150114T000000",400000,2,1,610,4560,"1",0,0,3,5,610,0,1918,0,"98136",47.5498,-122.383,930,1392 +"8081030090","20140815T000000",1.288e+006,4,3.5,3700,13175,"2",0,0,4,11,3700,0,1989,0,"98006",47.5471,-122.133,3880,15508 +"2201500490","20150406T000000",435000,3,1,950,10080,"1",0,0,4,7,950,0,1954,0,"98006",47.572,-122.139,1060,10000 +"7853250090","20140929T000000",681000,4,2.5,3860,5130,"2",0,0,3,8,2930,930,2004,0,"98065",47.5387,-121.879,3130,6163 +"7133300044","20140629T000000",397000,3,3.5,1360,1275,"2",0,0,3,8,1240,120,2007,0,"98144",47.5904,-122.315,1360,1275 +"0293700110","20140926T000000",775000,4,2.5,3890,34513,"2",0,0,3,10,3890,0,1996,0,"98077",47.7749,-122.048,3600,28435 +"4038100110","20140707T000000",480000,3,2.25,1680,9090,"1",0,0,4,7,1130,550,1959,0,"98008",47.6068,-122.13,1960,9090 +"7697870600","20140909T000000",158000,3,2.5,1520,7200,"2",0,0,4,7,1520,0,1985,0,"98030",47.3679,-122.182,1780,7210 +"8847400115","20140723T000000",590000,3,2,2420,208652,"1.5",0,0,3,8,2420,0,2005,0,"98010",47.3666,-121.978,3180,212137 +"7853240100","20140902T000000",772500,5,2.75,3890,9130,"2",0,0,3,9,3890,0,2004,0,"98065",47.5407,-121.86,3450,8361 +"0326049058","20150217T000000",464500,5,1.5,2940,13425,"1",0,0,3,8,1470,1470,1955,0,"98155",47.7632,-122.29,1580,8200 +"8732800090","20150424T000000",281000,3,1.75,1350,8737,"1",0,0,3,7,1350,0,1966,0,"98188",47.4378,-122.279,1600,8928 +"2526059086","20140722T000000",620000,3,2.25,2190,45738,"1",0,0,3,8,2190,0,1990,0,"98052",47.7108,-122.12,2970,4496 +"2391600165","20140617T000000",475000,3,2.25,2280,5750,"1",0,1,4,7,1150,1130,1985,0,"98116",47.5641,-122.393,1500,5060 +"7225000090","20141017T000000",245000,2,2,1070,4500,"1",0,0,4,6,910,160,1932,0,"98055",47.4896,-122.204,1280,4500 +"1868901295","20140729T000000",660000,5,2.25,2540,3750,"1.5",0,0,4,7,1510,1030,1925,0,"98115",47.6729,-122.299,1780,3750 +"6072100490","20141204T000000",527500,4,2.25,2270,8480,"1",0,0,5,8,1310,960,1973,0,"98006",47.5448,-122.174,1910,9050 +"2522069064","20141027T000000",135000,2,1,1220,7250,"1",0,0,4,6,1220,0,1914,0,"98010",47.3585,-121.975,1350,20250 +"0806800090","20150506T000000",275000,3,1.75,1890,5000,"1",0,0,3,7,1890,0,2003,0,"98092",47.3357,-122.175,2960,5421 +"7228500375","20150210T000000",430000,4,2,1990,4740,"1",0,0,3,7,1080,910,1926,0,"98122",47.6112,-122.303,1560,2370 +"2891100820","20140825T000000",213500,3,1,1220,6000,"1",0,0,4,7,1220,0,1968,0,"98002",47.3245,-122.209,1420,6000 +"8564850300","20140912T000000",535000,3,3,2640,5978,"2",0,0,3,9,2640,0,2012,0,"98045",47.4759,-121.735,2680,6060 +"3861400061","20150213T000000",641000,3,1.75,1480,9603,"1",0,0,3,7,1480,0,1952,0,"98004",47.5915,-122.202,2660,10766 +"3343903647","20141028T000000",436300,3,2,2320,9420,"1",0,0,5,7,2320,0,1952,0,"98056",47.5133,-122.196,2030,9420 +"0809002680","20141014T000000",1.44e+006,4,1.75,2410,6000,"1.5",0,0,3,8,2410,0,1911,0,"98109",47.6369,-122.355,1280,4000 +"5450300195","20150327T000000",830000,4,2.75,2090,13500,"1",0,0,4,8,2090,0,1949,0,"98040",47.573,-122.225,2130,13500 +"1231001110","20140722T000000",380000,3,1,920,3532,"1",0,0,3,6,920,0,1910,0,"98118",47.5539,-122.268,1250,4000 +"6303401050","20150220T000000",132500,3,0.75,850,8573,"1",0,0,3,6,600,250,1945,0,"98146",47.503,-122.356,850,8382 +"1003400245","20141201T000000",179950,3,1,1130,9907,"1",0,0,3,7,1130,0,1954,0,"98188",47.4362,-122.286,1320,9907 +"7468900245","20150420T000000",188200,3,1,1260,7265,"1",0,0,4,7,1260,0,1954,0,"98002",47.2979,-122.224,940,7200 +"5021900265","20140702T000000",659000,4,2,2090,10800,"1",0,0,4,7,2090,0,1951,0,"98040",47.5759,-122.223,2090,10800 +"8100900015","20141022T000000",317000,3,2,2020,7260,"1.5",0,0,3,7,1180,840,1926,0,"98108",47.5496,-122.311,1400,5950 +"0573000490","20141124T000000",625000,3,2.25,1970,4564,"1",0,0,3,8,1470,500,1959,0,"98199",47.6703,-122.41,1980,5000 +"4022900837","20140613T000000",350000,3,1.75,1820,9545,"1",0,0,3,7,1230,590,1976,0,"98155",47.7772,-122.296,1790,9530 +"0475001295","20140625T000000",750000,3,1.5,1840,5000,"1.5",0,0,5,7,1340,500,1915,0,"98107",47.6652,-122.362,1840,5000 +"5256500025","20140827T000000",457000,4,1.75,2100,10358,"1",0,0,5,8,1280,820,1959,0,"98133",47.7478,-122.338,2080,9000 +"2767601390","20150304T000000",632500,4,2,1770,5000,"2",0,0,4,7,1770,0,1906,0,"98107",47.6748,-122.386,1550,5000 +"6700400110","20140702T000000",223000,3,2,1110,7231,"1",0,0,4,7,1110,0,1991,0,"98031",47.4036,-122.191,1550,7245 +"8860300300","20140902T000000",610000,4,2.75,2090,8400,"1",0,0,4,8,1240,850,1976,0,"98052",47.6872,-122.123,2340,9000 +"3738900165","20141024T000000",385000,4,1.75,2080,8215,"2",0,0,4,7,2080,0,1948,0,"98155",47.737,-122.305,1550,8215 +"1314300018","20150324T000000",367500,3,3.25,1400,1343,"2",0,0,3,7,1160,240,2005,0,"98118",47.5483,-122.277,1400,1326 +"3992700265","20140804T000000",385100,3,1,1060,8040,"1",0,0,4,6,1060,0,1949,0,"98125",47.7121,-122.287,1300,7620 +"1105000296","20141229T000000",230000,2,1,720,5913,"1",0,0,3,6,720,0,1920,0,"98118",47.5447,-122.27,1560,6600 +"1773100121","20140623T000000",286000,3,2.75,1100,750,"2",0,0,3,7,780,320,2008,0,"98106",47.5601,-122.363,1170,4800 +"7585000110","20150326T000000",201700,3,1,1010,9576,"1",0,0,4,7,1010,0,1967,0,"98001",47.2956,-122.272,1540,9576 +"0822069112","20150423T000000",1.35e+006,4,4.75,5230,89298,"2.5",0,0,3,11,5230,0,2002,0,"98038",47.4097,-122.063,4110,107153 +"5423030300","20140519T000000",525000,4,1.75,2420,7672,"1",0,0,3,8,1480,940,1979,0,"98027",47.5637,-122.085,2370,7699 +"1387301730","20150202T000000",361000,3,1.5,1200,7236,"1",0,0,3,7,1200,0,1975,0,"98011",47.739,-122.194,1680,7800 +"4447300008","20140923T000000",530000,3,1.5,1950,1963,"3",0,0,3,8,1950,0,2002,0,"98117",47.6904,-122.397,1590,2028 +"6413600123","20141008T000000",455000,3,2.25,1870,7403,"1",0,0,3,7,1870,0,1950,0,"98125",47.7171,-122.32,1630,7440 +"3288100100","20141120T000000",421000,4,2.25,1310,8400,"1",0,0,4,7,1310,0,1966,0,"98034",47.7317,-122.181,1600,8400 +"6127600110","20140502T000000",640000,4,2,1520,6200,"1.5",0,0,3,7,1520,0,1945,0,"98115",47.678,-122.269,1910,6200 +"3423049165","20150331T000000",240000,3,1,1270,12733,"1",0,0,3,7,1270,0,1955,0,"98188",47.445,-122.276,1660,11536 +"1233100601","20141024T000000",360000,2,1,840,7414,"1",0,0,4,6,840,0,1928,0,"98033",47.6771,-122.172,1740,9784 +"3422059085","20150324T000000",157340,2,1,900,23000,"1",0,0,2,7,900,0,1953,0,"98042",47.3576,-122.156,1460,8265 +"9294300600","20150415T000000",1.24e+006,4,3,3010,6139,"2",0,4,5,8,2560,450,1950,1972,"98115",47.6799,-122.268,2100,6798 +"7282900025","20140506T000000",250000,3,1,1050,6874,"1",0,0,3,6,1050,0,1954,0,"98133",47.762,-122.355,1500,8954 +"2526059076","20150225T000000",735000,6,2.75,3360,84506,"1",0,0,5,7,2040,1320,1962,0,"98052",47.715,-122.121,2190,43124 +"5451100490","20150115T000000",884900,7,4.75,5370,10800,"1.5",0,0,3,8,5370,0,1967,0,"98040",47.538,-122.223,2310,10910 +"0126059097","20141023T000000",775000,3,3.5,2690,104544,"2",0,0,3,8,2690,0,1948,1990,"98072",47.7717,-122.112,2300,81698 +"7739100015","20140502T000000",463000,3,1.75,1710,7320,"1",0,0,3,7,1710,0,1948,0,"98155",47.7512,-122.281,2260,8839 +"9828702251","20140623T000000",579000,3,2.5,1640,1269,"3",0,0,3,8,1640,0,2009,0,"98112",47.6197,-122.3,1590,1231 +"9558040820","20140709T000000",570000,6,3.75,4000,6015,"2",0,2,3,10,3080,920,2004,0,"98058",47.453,-122.118,3180,5700 +"1437580600","20150331T000000",1.06e+006,5,4.5,4140,7924,"2",0,0,3,10,4140,0,2005,0,"98074",47.6102,-121.993,3960,8410 +"5469502460","20140909T000000",375000,4,2.75,3140,24800,"1",0,0,4,8,2080,1060,1971,0,"98042",47.3782,-122.161,2850,12900 +"2919701105","20141209T000000",422000,2,1.75,1320,2609,"1",0,0,4,7,920,400,1938,0,"98117",47.6878,-122.366,1200,4220 +"0952003585","20150209T000000",866500,4,3.5,3080,4945,"2",0,0,3,9,2010,1070,2014,0,"98126",47.5662,-122.379,1220,4945 +"3066400750","20150413T000000",705000,3,2.5,2500,10359,"2",0,0,3,10,2500,0,1986,0,"98074",47.6286,-122.051,2580,10142 +"2607740100","20141029T000000",470000,4,2.5,2520,9684,"2",0,0,3,8,2520,0,1994,0,"98045",47.4848,-121.801,2090,10133 +"0793200100","20141218T000000",360000,3,1.25,2350,6200,"1",0,0,4,7,1320,1030,1966,0,"98007",47.5979,-122.135,2140,9543 +"6744700900","20150429T000000",795000,4,2.5,2570,13450,"1",0,4,3,8,1510,1060,1948,0,"98155",47.7429,-122.285,3470,12615 +"1828300100","20150330T000000",800000,4,2.5,3100,7807,"2",0,0,3,9,3100,0,2003,0,"98034",47.7151,-122.227,3100,7807 +"1118000110","20140529T000000",2.4535e+006,4,3.5,4730,13586,"1.5",0,0,5,10,4270,460,1935,0,"98112",47.6319,-122.288,3710,8828 +"9297301015","20150408T000000",277284,3,1.75,1030,4800,"1",0,0,3,6,930,100,1927,0,"98126",47.566,-122.373,1540,4800 +"0585000008","20150413T000000",460000,2,1,1020,4002,"1",0,0,5,7,1020,0,1953,0,"98116",47.5828,-122.395,1780,5000 +"4070700300","20150504T000000",898888,3,2.5,2080,3729,"2",0,0,3,9,2080,0,1996,0,"98033",47.6731,-122.199,2080,4000 +"3026079031","20140806T000000",211000,3,1,1410,47916,"1",0,0,3,7,1410,0,1981,0,"98019",47.7149,-121.96,1810,215622 +"2781250750","20140828T000000",222000,2,2,1360,3300,"2",0,0,3,6,1360,0,2004,0,"98038",47.3489,-122.022,1310,3300 +"0203100625","20140529T000000",672000,3,2.5,2620,21587,"2",0,0,3,7,2620,0,1992,0,"98053",47.6384,-121.959,2570,23650 +"0687600110","20141020T000000",778000,3,2.25,2260,33080,"1",0,0,5,9,1690,570,1974,0,"98005",47.6386,-122.183,3020,35291 +"2473372250","20150121T000000",312500,3,1.75,1490,9493,"1",0,0,4,8,1490,0,1976,0,"98058",47.4514,-122.134,2440,9600 +"7974700112","20140714T000000",650000,4,2.5,2530,6500,"1.5",0,0,3,8,1720,810,1975,0,"98115",47.6737,-122.284,2150,5280 +"2330000015","20140826T000000",740000,6,2.25,3140,10250,"1",0,0,4,8,1570,1570,1959,0,"98005",47.6116,-122.169,2320,10250 +"7230300100","20140826T000000",320000,3,2,1820,17600,"1",0,0,5,7,1820,0,1972,0,"98059",47.4703,-122.112,2190,17440 +"2133010110","20150508T000000",455000,4,2.5,1770,13168,"2",0,0,3,7,1770,0,1990,0,"98019",47.7306,-121.966,2050,14859 +"4389201250","20140513T000000",2.45e+006,5,4,4430,9000,"2",0,0,3,10,4430,0,2013,0,"98004",47.6168,-122.216,2470,9490 +"3383900057","20141203T000000",500000,3,3.25,1490,902,"3",0,0,3,8,1220,270,2001,0,"98102",47.6357,-122.324,1550,1092 +"2424410110","20140611T000000",325000,3,1.75,1790,27427,"1",0,0,3,7,1130,660,1978,0,"98065",47.532,-121.761,1610,16684 +"3126049436","20140912T000000",416000,3,2.5,1710,1296,"3",0,0,3,8,1510,200,2004,0,"98103",47.6963,-122.342,1610,1282 +"9238500100","20150318T000000",495000,4,2.25,2070,20280,"2",0,0,4,7,2070,0,1968,0,"98072",47.774,-122.134,2190,21560 +"9828700900","20140505T000000",549000,2,1,1140,5400,"1",0,0,5,7,1140,0,1908,0,"98112",47.6205,-122.294,1520,4800 +"0686400930","20140825T000000",589000,5,2,3930,10150,"1.5",0,0,4,8,3070,860,1968,0,"98008",47.6317,-122.114,2200,8190 +"5515600088","20141121T000000",194820,3,1.5,1100,32700,"1",0,0,3,7,1100,0,1967,0,"98001",47.3186,-122.289,1616,32700 +"1254200015","20141216T000000",405000,3,2.5,2260,5500,"1.5",0,0,3,7,1280,980,1910,0,"98117",47.681,-122.388,1790,5355 +"1254200015","20150408T000000",625000,3,2.5,2260,5500,"1.5",0,0,3,7,1280,980,1910,0,"98117",47.681,-122.388,1790,5355 +"1523049209","20141113T000000",205000,3,1,1130,7014,"1",0,0,3,7,1130,0,1954,0,"98168",47.4743,-122.274,1440,9350 +"0561000300","20140623T000000",345100,3,3.75,1950,8625,"1",0,0,3,8,1360,590,1959,0,"98178",47.505,-122.258,1950,6670 +"0399000195","20141020T000000",200000,3,1,960,7500,"1",0,0,3,6,960,0,1953,0,"98178",47.4966,-122.255,1250,6000 +"2540700110","20150212T000000",1.905e+006,4,3.5,4210,18564,"2",0,0,3,11,4210,0,2001,0,"98039",47.6206,-122.225,3520,18564 +"2523089097","20141029T000000",524500,3,1.5,3430,264844,"1",0,2,3,7,2230,1200,1988,0,"98045",47.4476,-121.723,1660,145926 +"3026079055","20140826T000000",598600,4,2.75,3470,212639,"2",0,0,3,7,2070,1400,1993,0,"98019",47.7066,-121.968,2370,233917 +"1105000011","20141209T000000",367777,5,3,2140,5937,"1",0,0,3,7,1280,860,1978,0,"98118",47.5459,-122.27,1820,6710 +"5113400535","20140507T000000",750000,3,2.75,2520,5401,"1",0,0,4,7,1360,1160,1946,0,"98119",47.6452,-122.373,1800,5036 +"3876301140","20141105T000000",575000,5,2.25,3550,7992,"2",0,0,3,8,3550,0,1968,0,"98034",47.7285,-122.179,2110,7992 +"1523049188","20150430T000000",84000,2,1,700,20130,"1",0,0,3,6,700,0,1949,0,"98168",47.4752,-122.271,1490,18630 +"5621100115","20141218T000000",255000,2,1,740,5000,"1",0,0,4,6,740,0,1926,0,"98118",47.5298,-122.273,1170,4968 +"4219401080","20140520T000000",1.74e+006,4,3.75,3300,4545,"1.5",0,4,3,10,2600,700,1926,1999,"98105",47.6561,-122.274,3300,5000 +"2112700600","20150513T000000",415000,3,2.25,1640,5880,"1",0,0,3,7,1240,400,1977,0,"98106",47.5323,-122.351,1200,4760 +"3222049112","20150507T000000",449900,3,2.5,2780,8225,"2",0,1,3,9,2780,0,1990,0,"98198",47.3509,-122.323,720,9736 +"0622059019","20140919T000000",220000,5,1.5,1830,94960,"1.5",0,0,3,7,1830,0,1929,0,"98031",47.4218,-122.218,1440,16365 +"9348700490","20150410T000000",899000,4,2.5,3540,9349,"2",0,0,3,10,3540,0,2003,0,"98052",47.7046,-122.107,3280,7546 +"9259900025","20140714T000000",430000,3,2.5,1440,7320,"1",0,0,5,7,1440,0,1954,0,"98125",47.7179,-122.316,1160,6941 +"3022059066","20150130T000000",472500,4,2.5,2960,223462,"2",0,0,3,10,2960,0,2001,0,"98030",47.3646,-122.211,2770,16482 +"1777500090","20141229T000000",680000,6,2.5,3180,9375,"1",0,0,4,8,1590,1590,1967,0,"98006",47.5707,-122.129,2670,9625 +"3885803245","20150305T000000",1.65e+006,5,4,3310,8400,"2",0,0,3,10,3310,0,2000,0,"98033",47.6914,-122.214,3430,8400 +"8819901030","20141118T000000",810000,3,2,2390,8025,"2",0,0,5,7,2390,0,1921,0,"98105",47.6707,-122.288,1920,5350 +"2623069067","20150305T000000",605000,3,2.5,2460,138085,"2",0,0,4,9,2460,0,1977,0,"98027",47.4572,-122.007,2090,219542 +"8635700025","20140725T000000",522000,3,1.75,1630,15600,"1",0,0,3,7,1630,0,1958,0,"98033",47.68,-122.165,1830,10850 +"0098020300","20150203T000000",759000,5,2.75,3490,8230,"2",0,0,3,10,3490,0,2005,0,"98075",47.5825,-121.97,3480,7331 +"7243500025","20140519T000000",411000,4,2.75,2500,5257,"2",0,0,3,8,2500,0,1966,0,"98118",47.5293,-122.287,1660,5970 +"3329510850","20150306T000000",286950,4,2.5,2080,9846,"1",0,0,3,7,1240,840,1984,0,"98001",47.3338,-122.268,1890,7977 +"9521100855","20140610T000000",440000,3,1.5,1290,1286,"3",0,0,3,7,1290,0,2000,0,"98103",47.6617,-122.349,1720,1286 +"0723049156","20140523T000000",149000,3,1,1700,8645,"1",0,0,3,6,1700,0,1955,0,"98146",47.4899,-122.337,1500,7980 +"0723049156","20141112T000000",284700,3,1,1700,8645,"1",0,0,3,6,1700,0,1955,0,"98146",47.4899,-122.337,1500,7980 +"5130000090","20140909T000000",374950,3,2.5,2540,11562,"1",0,1,3,8,1290,1250,1964,0,"98028",47.7614,-122.229,2230,10310 +"8562400025","20140916T000000",816000,3,1.5,1180,8545,"1",0,0,3,8,1180,0,1952,0,"98004",47.624,-122.2,1660,9000 +"5706201140","20141121T000000",533250,4,1.75,1520,15398,"1",0,0,4,7,1370,150,1960,0,"98027",47.5265,-122.05,1840,12500 +"3034200198","20140603T000000",689800,3,2.75,2390,9313,"1",0,0,5,8,1390,1000,1942,0,"98133",47.7209,-122.331,2390,12712 +"4077800017","20140813T000000",775000,4,2.75,2740,6200,"1.5",0,3,4,8,1820,920,1947,0,"98125",47.7084,-122.277,2430,6000 +"1245500099","20150506T000000",702000,3,2.5,2190,8528,"1",0,0,3,8,1760,430,1991,0,"98033",47.6943,-122.209,2060,9811 +"4435000705","20140708T000000",160000,3,1,1350,8700,"1.5",0,0,3,6,1350,0,1942,0,"98188",47.4497,-122.289,1300,8700 +"4435000705","20150309T000000",255500,3,1,1350,8700,"1.5",0,0,3,6,1350,0,1942,0,"98188",47.4497,-122.289,1300,8700 +"2225059118","20141202T000000",949000,4,2.75,2980,42253,"1",0,0,4,9,1860,1120,1973,0,"98005",47.6392,-122.163,2980,42253 +"5126900405","20140731T000000",169500,2,1,790,7450,"1",0,0,4,6,790,0,1944,0,"98058",47.4743,-122.17,800,7450 +"5603800110","20140915T000000",586000,4,2.25,2130,9000,"2",0,0,4,8,2130,0,1965,0,"98006",47.5716,-122.159,2110,10431 +"2426059076","20150203T000000",680000,4,2.5,2700,37431,"1",0,0,4,8,1600,1100,1978,0,"98072",47.7258,-122.117,2290,37431 +"3260200110","20141208T000000",851500,3,2,3200,18184,"1",0,0,5,8,2000,1200,1977,0,"98005",47.6034,-122.172,1670,7416 +"4235401055","20140514T000000",582500,2,1.5,1159,4800,"1",0,0,3,7,1159,0,1948,0,"98199",47.6592,-122.399,1640,4800 +"1550000463","20140826T000000",637000,4,3.5,3080,118918,"2",0,0,3,9,3080,0,2008,0,"98019",47.7721,-121.924,1830,434728 +"1823049144","20150128T000000",225000,3,1,1000,9295,"1",0,0,3,7,1000,0,1955,0,"98146",47.484,-122.346,1320,13500 +"7012200215","20141231T000000",795000,3,3.25,2260,3727,"2",0,0,3,8,1880,380,2003,0,"98119",47.6422,-122.361,1600,4800 +"5149300100","20140818T000000",304999,4,2.25,2270,9600,"1",0,0,3,7,1290,980,1976,0,"98023",47.3261,-122.355,1930,15000 +"7335400215","20150505T000000",95000,1,0.75,760,5746,"1",0,0,4,5,760,0,1915,0,"98002",47.3046,-122.215,970,6696 +"7227501450","20141016T000000",240000,4,1.75,1420,5382,"1",0,0,5,5,1040,380,1942,0,"98056",47.4946,-122.187,1150,5382 +"8146300025","20140813T000000",772000,4,2.5,2500,8680,"1",0,0,4,7,1250,1250,1958,0,"98004",47.6073,-122.192,2140,8680 +"3530540090","20141113T000000",245000,2,1.5,1450,6258,"1",0,0,4,8,1450,0,1983,0,"98198",47.3785,-122.322,1460,5375 +"9284802215","20141205T000000",430000,5,3,2500,5750,"1",0,0,3,8,1430,1070,1999,0,"98126",47.551,-122.369,1980,7130 +"1250202430","20140611T000000",799000,3,1.5,2210,6300,"1.5",0,0,5,8,2210,0,1916,0,"98144",47.5892,-122.29,2700,6300 +"1241900028","20150417T000000",880000,5,2.75,3020,9187,"2",0,0,3,9,3020,0,2007,0,"98033",47.6806,-122.167,2250,9675 +"8691400600","20141208T000000",750000,4,2.5,3290,7538,"2",0,0,3,9,3290,0,2004,0,"98075",47.598,-121.972,3450,7538 +"1118000301","20141219T000000",2.89e+006,4,4,5780,7173,"2",0,0,3,11,4130,1650,2008,0,"98112",47.6374,-122.288,3930,7994 +"3905081500","20140604T000000",532000,3,2.5,1820,4910,"2",0,0,3,8,1820,0,1993,0,"98029",47.5703,-121.996,2090,6668 +"5611000090","20140805T000000",525000,4,2.75,2500,10330,"1",0,0,4,8,1380,1120,1978,0,"98155",47.7743,-122.286,2270,10430 +"2013800705","20141117T000000",239000,2,1,1210,9375,"1",0,1,4,7,1210,0,1952,0,"98198",47.3865,-122.322,1680,8400 +"9276200850","20140616T000000",460000,2,1.5,1090,4000,"1",0,0,3,8,970,120,1951,0,"98116",47.5798,-122.393,1700,4000 +"2785000110","20140605T000000",540000,4,2.25,1330,8400,"1.5",0,0,3,8,1330,0,1962,0,"98005",47.6078,-122.169,2270,10146 +"2919702655","20140606T000000",475000,2,1,890,4590,"1",0,0,3,7,890,0,1923,0,"98117",47.6901,-122.362,1310,4590 +"3942900115","20150421T000000",445000,3,1.75,1360,4998,"1",0,0,3,8,1360,0,1968,2014,"98108",47.547,-122.302,1350,4998 +"5452301810","20140905T000000",1.575e+006,5,3.75,4220,9240,"2",0,2,5,11,3420,800,1991,0,"98040",47.5895,-122.229,3380,9240 +"5104511730","20150409T000000",549950,4,2.5,3780,6800,"2",0,0,3,8,3780,0,2004,0,"98038",47.3526,-122.012,3640,7326 +"3923400123","20141017T000000",294950,4,2,2610,14321,"1.5",0,0,4,6,1690,920,1940,0,"98188",47.4672,-122.296,1630,8599 +"2249500367","20141021T000000",736000,3,2.5,1980,2975,"3",0,2,3,8,1980,0,1993,0,"98109",47.6294,-122.344,1980,3144 +"2916600110","20150430T000000",214946,3,1.75,1290,8688,"1",0,0,4,7,1290,0,1980,0,"98042",47.3655,-122.08,1750,9090 +"3629921140","20141030T000000",856000,5,3.25,3620,5500,"2",0,2,3,9,3620,0,2003,0,"98029",47.5442,-121.996,3260,5500 +"8682250090","20140504T000000",775000,2,2.5,2680,7392,"1",0,0,3,9,2680,0,2004,0,"98053",47.717,-122.026,2315,7045 +"6929602605","20150203T000000",205000,3,1.75,1200,8631,"1",0,0,3,7,1200,0,1959,0,"98198",47.3864,-122.308,1564,8115 +"8550001515","20141001T000000",429592,2,2.75,1992,10946,"1.5",1,4,5,6,1288,704,1903,0,"98070",47.3551,-122.475,1110,8328 +"1775800740","20150206T000000",414250,4,1.75,1640,13566,"1",0,0,4,7,1120,520,1977,0,"98072",47.7423,-122.099,1470,13530 +"1773101340","20150202T000000",399950,4,2.75,1920,4400,"1",0,0,4,6,960,960,1906,0,"98106",47.5532,-122.365,1040,4400 +"5561710110","20141014T000000",319990,3,2.25,1840,7326,"1",0,0,5,7,1370,470,1979,0,"98031",47.3958,-122.168,2050,7475 +"1115800110","20150109T000000",524000,3,1.5,1310,9471,"1",0,0,4,8,1310,0,1970,0,"98052",47.6644,-122.148,2100,9449 +"2131701240","20150108T000000",349950,2,1,1050,6317,"1.5",0,0,4,7,1050,0,1913,0,"98019",47.7364,-121.981,1600,9616 +"8827901450","20141031T000000",889000,4,2.5,2570,4480,"1.5",0,0,4,8,1580,990,1927,0,"98105",47.6701,-122.291,2070,4480 +"4302200336","20140707T000000",300000,3,1,930,5160,"1.5",0,0,5,6,930,0,1919,0,"98106",47.5256,-122.357,1060,5160 +"7550800916","20140602T000000",395000,1,1,730,3000,"1",0,0,3,7,730,0,1911,0,"98107",47.6741,-122.396,1520,5000 +"0534000112","20150203T000000",348000,2,2.5,1270,1242,"3",0,0,3,7,1270,0,2008,0,"98117",47.701,-122.362,1280,1199 +"3885801450","20150226T000000",830000,2,1,1150,6000,"1",0,1,4,7,710,440,1921,0,"98033",47.6841,-122.213,2450,7200 +"0522059013","20140612T000000",173000,2,1,820,10450,"1",0,0,4,7,820,0,1965,0,"98055",47.4261,-122.199,1240,11200 +"3342700405","20140522T000000",585000,4,1.75,3000,42200,"1",0,3,3,7,1500,1500,1950,0,"98056",47.5265,-122.202,2500,9821 +"9276201140","20150213T000000",576750,3,2,2220,5000,"1",0,0,4,7,1110,1110,1966,0,"98116",47.5807,-122.394,1450,5000 +"7972601280","20150504T000000",495000,5,3.25,2500,7620,"1",0,3,3,7,1250,1250,1962,0,"98106",47.5298,-122.344,2020,7620 +"2734100734","20141015T000000",216650,3,3.5,1540,1427,"2",0,0,3,7,1360,180,2007,0,"98109",47.542,-122.322,1220,4000 +"4022900077","20150413T000000",615000,4,2.75,2750,15450,"1",0,0,3,8,1800,950,1978,0,"98155",47.7749,-122.283,2750,10620 +"1777600490","20141024T000000",675000,4,2.5,3130,12463,"1",0,0,4,8,1620,1510,1978,0,"98006",47.569,-122.127,2740,11779 +"2193310300","20150401T000000",510000,3,2,1430,9250,"1",0,0,4,8,990,440,1983,0,"98052",47.6952,-122.096,1830,8003 +"2322069168","20140507T000000",630000,3,2.5,2680,327135,"2",0,0,3,8,2680,0,1995,0,"98010",47.3783,-122.003,2020,60080 +"7885800900","20140801T000000",359950,4,2.5,3010,5701,"2",0,0,3,8,3010,0,2003,0,"98042",47.3492,-122.152,3010,5772 +"1545800090","20141003T000000",265000,3,1.5,1530,7500,"1.5",0,0,3,7,1530,0,1986,0,"98038",47.3639,-122.055,2080,11250 +"7131300025","20140521T000000",210000,3,1,1240,4842,"1",0,0,4,6,1240,0,1916,0,"98118",47.5166,-122.269,1540,5110 +"3221079055","20150325T000000",367000,3,2.5,2260,93218,"1",0,2,4,6,2260,0,1998,0,"98022",47.2582,-121.935,2180,111078 +"9184700535","20150413T000000",1.075e+006,4,2.25,2820,5000,"1.5",0,2,4,9,1800,1020,1926,0,"98122",47.6097,-122.287,2880,6000 +"1877500090","20150211T000000",756000,3,2.5,3560,8297,"1",0,2,4,8,1650,1910,1948,0,"98199",47.6473,-122.407,2760,8297 +"0723049476","20140724T000000",203000,3,2.25,1630,9145,"1",0,0,3,7,1630,0,1960,0,"98146",47.5,-122.347,1630,9206 +"8556800100","20150121T000000",535000,4,2.5,2880,23994,"2",0,3,3,9,2880,0,2002,0,"98022",47.2124,-122.005,2470,17009 +"9830200475","20150323T000000",525000,3,3.25,2200,7440,"2",0,0,4,7,1710,490,1947,0,"98118",47.5409,-122.268,1260,6765 +"2525000690","20150309T000000",347500,3,1.75,1620,7500,"1",0,0,3,7,1220,400,1981,0,"98059",47.4815,-122.162,1470,7938 +"1891100090","20140505T000000",620000,3,1.75,1480,2185,"2.5",0,0,3,9,1480,0,2005,0,"98034",47.6945,-122.17,1480,2441 +"3447000100","20150422T000000",645000,4,2.5,2250,10696,"2",0,0,3,8,2250,0,1996,0,"98006",47.5715,-122.128,2340,13286 +"1118001295","20141203T000000",2.2e+006,4,3,3540,11098,"2",0,0,3,10,3000,540,1940,0,"98112",47.634,-122.288,3430,8214 +"7968460110","20140619T000000",280000,3,2,1790,42399,"1",0,0,4,7,1790,0,1990,0,"98092",47.3143,-122.134,1330,40015 +"5101406489","20150501T000000",432000,3,2,1400,6380,"1",0,0,4,7,700,700,1924,0,"98125",47.7015,-122.316,1690,5800 +"9275702350","20141222T000000",790000,3,1.5,2390,4452,"2",0,1,3,9,1790,600,1929,0,"98126",47.5826,-122.378,2610,5000 +"7752000090","20150113T000000",635000,4,1.75,2400,10050,"1",0,0,5,8,2400,0,1957,0,"98008",47.6339,-122.124,1680,10050 +"0293000165","20140819T000000",442000,3,1.5,2050,6384,"1",0,0,3,7,1350,700,1958,0,"98126",47.5325,-122.378,1590,7214 +"7852100110","20150422T000000",490000,4,3,2640,5267,"2",0,0,3,7,2640,0,2001,0,"98065",47.5298,-121.88,2640,5670 +"1311000600","20140925T000000",250000,5,1.75,2320,7700,"1",0,0,5,7,1290,1030,1962,0,"98001",47.3426,-122.285,1740,7210 +"1732800820","20140619T000000",1.325e+006,4,2.5,2440,3600,"2.5",0,0,4,8,2440,0,1902,0,"98119",47.6298,-122.362,2440,5440 +"7893203565","20141027T000000",120000,3,1,1260,7500,"1",0,0,3,6,1260,0,1954,0,"98198",47.4191,-122.33,1260,7500 +"2524049166","20140918T000000",2.95e+006,5,4.75,6240,47480,"1",0,3,3,11,4610,1630,2003,0,"98040",47.5317,-122.233,4170,17668 +"9406550100","20140923T000000",325000,4,2.5,1930,8458,"2",0,0,3,7,1930,0,1993,0,"98038",47.3645,-122.039,1670,9485 +"3327000090","20140612T000000",210000,4,1.75,1200,7680,"1",0,0,3,7,1200,0,1968,0,"98092",47.3138,-122.192,1490,7800 +"1220000100","20150504T000000",215000,1,1,970,7639,"1",0,0,4,5,570,400,1920,0,"98166",47.4655,-122.346,1360,7380 +"1066600025","20141029T000000",387000,3,1.75,1810,10800,"1",0,0,5,8,1210,600,1968,0,"98056",47.5236,-122.184,1800,10800 +"3626039228","20140918T000000",408000,3,1,1380,7015,"1.5",0,0,4,7,1380,0,1925,0,"98117",47.6987,-122.36,1160,6700 +"7635801032","20140710T000000",410000,3,1,1470,6500,"1",0,0,4,7,1470,0,1953,0,"98166",47.473,-122.362,1470,9300 +"4364700600","20141216T000000",216000,3,1,1010,7920,"1",0,0,3,6,1010,0,1925,0,"98126",47.5249,-122.37,1520,7560 +"4364700600","20150330T000000",390000,3,1,1010,7920,"1",0,0,3,6,1010,0,1925,0,"98126",47.5249,-122.37,1520,7560 +"7774200236","20141211T000000",357000,3,1.5,1340,11744,"1",0,0,2,7,1340,0,1950,0,"98146",47.4947,-122.36,2020,13673 +"8025700590","20140519T000000",215000,3,1,970,7275,"1",0,0,4,7,970,0,1970,0,"98031",47.4006,-122.188,1750,7200 +"7129302095","20150213T000000",265000,3,1,1122,6554,"1.5",0,0,3,5,1122,0,1900,0,"98118",47.5135,-122.257,1610,5650 +"2997800076","20141209T000000",589950,3,2.75,1670,1350,"3",0,0,3,9,1350,320,2014,0,"98116",47.5763,-122.408,1520,4800 +"7740100015","20150206T000000",440000,3,1.75,2840,16851,"1",0,3,3,8,1600,1240,1950,0,"98155",47.7458,-122.287,2650,11063 +"5279100625","20150429T000000",248000,2,1,770,8600,"1",0,0,4,4,770,0,1914,0,"98027",47.5325,-122.031,1420,6960 +"1126059144","20140911T000000",730000,3,2.25,2040,130680,"2",0,0,3,9,2040,0,1977,0,"98072",47.7584,-122.136,3080,39630 +"5409800110","20150119T000000",425000,4,2.5,3052,12145,"2",0,0,3,8,3052,0,2004,0,"98003",47.2598,-122.304,2767,8604 +"7963900100","20140912T000000",680000,3,2.5,2620,14248,"2",0,0,4,8,1830,790,1977,0,"98004",47.6281,-122.194,2620,12343 +"9264910100","20150218T000000",341500,5,2.25,3120,10400,"2",0,0,3,8,3120,0,1980,0,"98023",47.3097,-122.34,2160,8267 +"8819900449","20150508T000000",395000,2,1,1100,3975,"1",0,0,3,7,900,200,1950,0,"98105",47.6701,-122.286,1110,4280 +"1525059160","20140731T000000",1.225e+006,4,2.75,3410,95396,"1.5",0,0,4,10,3410,0,1962,0,"98005",47.6547,-122.158,3721,35352 +"7526800100","20140708T000000",695500,5,2.75,2510,9180,"1",0,1,4,8,1600,910,1975,0,"98052",47.6389,-122.098,2650,9780 +"6385100100","20141002T000000",308000,3,1.75,1680,8629,"1",0,0,3,8,1200,480,1977,0,"98198",47.3662,-122.319,1990,8400 +"2085200261","20150218T000000",422500,3,2,1960,6450,"1",0,0,4,7,1000,960,1977,0,"98038",47.3972,-122.029,1660,20720 +"3522900061","20150421T000000",418000,2,1,1040,6900,"1",0,0,4,7,1040,0,1915,0,"98136",47.5411,-122.391,1620,6280 +"2570500090","20141007T000000",385000,5,1.5,1750,9780,"1.5",0,0,4,7,1750,0,1961,0,"98028",47.7755,-122.235,1750,10295 +"5482700100","20140512T000000",876650,3,3.25,2170,12508,"1.5",0,0,5,9,1650,520,1928,1970,"98040",47.5665,-122.229,2720,21070 +"0567000268","20140821T000000",450000,3,2.5,1639,2710,"2",0,0,3,8,1479,160,2003,0,"98144",47.5924,-122.294,1580,1733 +"3649100315","20140625T000000",418800,4,2.25,2100,9984,"1",0,0,4,7,1290,810,1973,0,"98028",47.7365,-122.242,1930,10511 +"6821102352","20141008T000000",330000,2,1,880,1753,"2",0,0,4,7,880,0,1945,0,"98199",47.6475,-122.397,1010,1748 +"6072300110","20150416T000000",550000,3,1.75,1940,8376,"1",0,0,4,8,1290,650,1963,0,"98006",47.5586,-122.173,2400,8674 +"3223049131","20141030T000000",270000,4,2.5,2490,11650,"1",0,0,3,7,1390,1100,1990,0,"98148",47.4416,-122.332,2010,10495 +"1068000110","20150429T000000",978500,3,2.25,2060,7080,"2",0,0,3,9,1800,260,1940,0,"98199",47.6455,-122.409,3070,7500 +"2600020100","20140930T000000",975000,4,2.5,2720,10455,"2",0,2,3,10,2500,220,1981,0,"98006",47.5564,-122.158,3240,12348 +"5422500110","20140725T000000",455000,3,2.25,2180,6850,"1",0,0,3,7,1750,430,1973,0,"98034",47.7246,-122.217,1740,7016 +"4055700378","20141009T000000",1.415e+006,4,3.25,3600,38016,"2",0,2,3,11,3310,290,1991,0,"98034",47.7124,-122.253,2440,22693 +"0795000820","20150406T000000",220000,2,1,840,9000,"1",0,0,5,6,840,0,1951,0,"98168",47.5033,-122.329,1350,10400 +"0925059113","20140813T000000",490000,3,2,2370,12196,"2",0,0,4,7,2370,0,1970,0,"98033",47.6734,-122.176,1380,12196 +"3275000090","20150421T000000",420000,4,2.25,2270,9100,"2",0,0,3,7,2270,0,1978,0,"98034",47.7242,-122.17,1710,7910 +"8946700100","20141208T000000",408500,4,2.5,2720,7043,"2",0,0,3,9,2720,0,2003,0,"98092",47.3315,-122.169,2640,6958 +"0809002485","20150327T000000",716000,3,1.5,1140,4800,"1.5",0,0,3,7,1140,0,1915,0,"98109",47.6368,-122.354,1260,4800 +"5332200405","20140602T000000",965000,4,2.5,2460,5000,"2",0,0,5,8,1620,840,1938,0,"98112",47.6282,-122.293,2320,5000 +"1775950100","20150113T000000",357823,3,1.5,1240,9196,"1",0,0,3,8,1240,0,1968,0,"98072",47.7562,-122.094,1690,10800 +"9808700762","20140611T000000",7.0625e+006,5,4.5,10040,37325,"2",1,2,3,11,7680,2360,1940,2001,"98004",47.65,-122.214,3930,25449 +"1133000542","20140805T000000",425000,3,2.25,1670,9500,"1",0,0,3,7,1170,500,1977,0,"98125",47.7253,-122.309,1470,9500 +"7905200315","20150416T000000",711777,4,1.75,2220,6731,"1",0,0,4,7,1110,1110,1953,0,"98116",47.5691,-122.391,1600,6350 +"3949600090","20141201T000000",335000,3,1,980,9903,"1",0,0,4,7,980,0,1966,0,"98028",47.7746,-122.239,1830,9903 +"9274201730","20140616T000000",825000,4,1.5,1890,6938,"1.5",0,0,3,8,1890,0,1919,0,"98116",47.5896,-122.389,1700,6250 +"7883604065","20150501T000000",210000,2,1,1100,6000,"1.5",0,0,4,6,1100,0,1900,0,"98108",47.5275,-122.323,1280,6000 +"1158700100","20140811T000000",575000,2,1.75,2770,19700,"2",0,0,3,8,1780,990,1983,0,"98177",47.7581,-122.365,2360,9700 +"7237500110","20150404T000000",1.208e+006,4,2.75,4250,10925,"2",0,0,3,10,4250,0,2003,0,"98059",47.5297,-122.14,4650,11544 +"8682280490","20140801T000000",431500,2,2,1370,4866,"1",0,0,3,8,1370,0,2005,0,"98053",47.704,-122.012,1365,4784 +"0224059111","20140903T000000",475000,3,1.5,1480,13457,"1",0,0,3,7,1480,0,1959,0,"98007",47.5914,-122.136,2100,10517 +"4141800215","20141126T000000",1.495e+006,4,3.75,3770,4000,"2.5",0,0,5,9,2890,880,1916,0,"98122",47.6157,-122.287,2800,5000 +"1822069097","20141223T000000",540000,6,3,2870,206474,"2",0,0,3,7,2330,540,1960,1985,"98042",47.401,-122.095,2380,59677 +"1668500100","20141210T000000",775000,3,2.5,3820,35016,"2",0,0,4,9,3820,0,1987,0,"98053",47.6496,-122.041,3010,35190 +"1254200615","20140716T000000",635000,3,2.5,1530,2978,"1",0,0,3,7,1210,320,1997,0,"98117",47.6796,-122.39,1640,5100 +"7135520300","20150407T000000",1.3e+006,3,2.75,4120,16365,"1",0,2,3,12,4120,0,1999,0,"98059",47.5265,-122.148,4020,14110 +"1755700090","20140801T000000",405000,3,2.25,1590,7267,"1",0,0,4,7,1100,490,1976,0,"98133",47.7457,-122.332,2060,8336 +"2414600195","20140721T000000",210000,3,1,1520,8600,"1",0,0,3,6,1040,480,1951,0,"98168",47.5134,-122.335,1320,8600 +"3592500985","20150504T000000",880000,4,2.5,2350,4675,"2",0,0,3,9,2150,200,1923,0,"98112",47.6344,-122.305,2240,3848 +"1003600056","20141024T000000",239000,4,2,1370,8837,"1.5",0,0,3,7,1370,0,1955,0,"98188",47.4386,-122.285,1360,9000 +"9285800755","20140714T000000",515000,3,2.5,1540,6100,"1",0,0,3,6,770,770,1944,2014,"98126",47.5696,-122.378,1710,5950 +"1269200229","20140723T000000",1.3799e+006,3,3.25,3786,38038,"1",1,4,3,9,1934,1852,1978,2006,"98070",47.3907,-122.448,2850,33361 +"0304100090","20140722T000000",215000,4,2.25,1500,5393,"2",0,0,3,7,1500,0,1999,0,"98001",47.3378,-122.262,1500,5952 +"7227800110","20150409T000000",315000,6,2,1750,17685,"1",0,0,4,5,1750,0,1943,0,"98056",47.5096,-122.178,1750,9209 +"7507500015","20140730T000000",442500,3,1.5,1800,8303,"1",0,0,3,7,1200,600,1957,0,"98133",47.7693,-122.357,1800,8171 +"0621069146","20140818T000000",311000,2,1.75,1180,55321,"1",0,0,3,8,1180,0,1941,2004,"98042",47.3329,-122.091,1480,56192 +"0263000164","20141217T000000",425000,2,1,830,6030,"1",0,0,4,6,830,0,1925,0,"98103",47.6994,-122.347,1280,6030 +"0263000291","20140904T000000",433500,3,1.75,1540,9450,"1",0,0,4,6,1040,500,1919,0,"98103",47.6985,-122.348,1200,5400 +"1566100625","20140804T000000",450000,3,2.25,1610,8296,"2",0,0,3,8,1610,0,1978,0,"98115",47.7,-122.297,1610,8288 +"8861500015","20140520T000000",675000,3,2.25,1990,10260,"2",0,0,4,8,1990,0,1987,0,"98052",47.6801,-122.115,1990,10260 +"8961990090","20140624T000000",535000,3,2.5,2070,4132,"2",0,0,3,8,2070,0,1999,0,"98074",47.6036,-122.015,1530,5606 +"3584900090","20140613T000000",577000,3,1.75,1760,12874,"1",0,0,4,7,1230,530,1967,0,"98005",47.5906,-122.167,1950,10240 +"8902000407","20141217T000000",480000,3,1.75,1740,8528,"1",0,0,4,7,1290,450,1939,0,"98125",47.7097,-122.303,1610,8528 +"3026059014","20150112T000000",400000,3,1.5,1950,4473,"1",0,0,4,6,1530,420,1914,0,"98034",47.7094,-122.228,2670,14256 +"7304300906","20140613T000000",304000,3,1,1280,8184,"1.5",0,0,4,6,1280,0,1947,0,"98155",47.7467,-122.319,1120,8184 +"8155820110","20150325T000000",355000,3,1.75,1460,7203,"1",0,0,3,7,1460,0,1990,0,"98056",47.5049,-122.189,1570,7203 +"0722069232","20140905T000000",998000,4,3.25,3770,982998,"2",0,0,3,10,3770,0,1992,0,"98058",47.414,-122.087,2290,37141 +"1825069031","20140814T000000",550000,4,1.75,2410,8447,"2",0,3,4,8,2060,350,1936,1980,"98074",47.6499,-122.088,2520,14789 +"1825069031","20141016T000000",550000,4,1.75,2410,8447,"2",0,3,4,8,2060,350,1936,1980,"98074",47.6499,-122.088,2520,14789 +"3348401584","20140821T000000",210000,3,1.75,1400,7300,"2",0,0,3,6,1400,0,1948,0,"98178",47.4999,-122.268,1440,10825 +"8029500100","20150226T000000",317000,3,2.5,2100,7587,"2",0,0,3,9,2100,0,1990,0,"98023",47.3072,-122.391,2330,8119 +"7964410100","20150504T000000",700000,4,3.5,5360,25800,"1",0,0,3,9,3270,2090,1971,0,"98074",47.6099,-122.054,2650,21781 +"1457500026","20140616T000000",265000,3,1,1000,9150,"1",0,0,3,7,1000,0,1969,0,"98059",47.4829,-122.124,1490,10647 +"7215730590","20140902T000000",700000,4,3.5,3150,6175,"2",0,0,3,9,3150,0,2001,0,"98075",47.5966,-122.017,3150,6986 +"7525530100","20140908T000000",1.02e+006,5,3.5,4180,17841,"2",0,2,3,10,3160,1020,1990,0,"98075",47.5618,-122.037,3260,12608 +"1925059194","20141209T000000",1.145e+006,4,2.25,2840,20242,"1",0,0,3,8,2240,600,1972,0,"98004",47.639,-122.216,2840,20372 +"5561401110","20140627T000000",460000,4,2.5,2110,35091,"1",0,0,4,8,1290,820,1985,0,"98027",47.467,-122.014,2740,36427 +"7173700524","20140924T000000",410000,2,1.5,1660,4000,"1",0,0,3,7,1000,660,1950,0,"98115",47.6832,-122.304,1570,5500 +"9828202215","20140905T000000",665000,4,3,2160,4400,"1",0,0,5,7,1320,840,1921,0,"98122",47.6163,-122.293,1430,4400 +"4113800300","20150414T000000",600000,4,2.5,2420,7744,"2",0,0,3,9,2420,0,1994,0,"98056",47.534,-122.18,2820,11129 +"6145600855","20150504T000000",502000,4,1.75,1920,3844,"1",0,0,3,7,1170,750,1967,0,"98133",47.7041,-122.353,1480,3844 +"2130702350","20140604T000000",364950,4,2.5,2310,8030,"2",0,0,3,7,2310,0,1978,0,"98019",47.7433,-121.982,1780,8041 +"8815400735","20140529T000000",680000,3,2.25,2330,4000,"1.5",0,2,5,7,1520,810,1927,0,"98115",47.6732,-122.29,1870,4000 +"5152600090","20140708T000000",235500,5,2.5,2340,13713,"1",0,0,2,8,1670,670,1967,0,"98003",47.3307,-122.324,2080,11000 +"7852090750","20140721T000000",576000,4,2.5,2590,5756,"2",0,0,3,8,2590,0,2001,0,"98065",47.5356,-121.875,2620,6109 +"2488200459","20140505T000000",405000,2,3,1410,1240,"2",0,0,3,8,1140,270,2006,0,"98136",47.5221,-122.39,1410,1273 +"8035600590","20140716T000000",335000,3,2.75,2850,8039,"1",0,0,4,8,1540,1310,1989,0,"98031",47.4141,-122.204,2240,7727 +"4438000165","20150420T000000",122000,2,1,730,6728,"1",0,0,3,6,730,0,1953,0,"98148",47.4275,-122.324,1170,7034 +"6744700423","20140606T000000",432000,3,1.75,1470,6250,"1",0,3,4,7,1070,400,1939,0,"98155",47.7394,-122.288,2630,7050 +"2473002100","20140827T000000",375000,4,2.25,2330,11400,"1",0,0,4,8,2330,0,1974,0,"98058",47.4495,-122.148,2640,10200 +"4399200245","20140625T000000",276000,4,2.25,2460,11250,"1",0,0,4,8,2460,0,1959,0,"98002",47.3182,-122.212,1630,10216 +"1326059085","20140721T000000",450000,3,2.25,2080,111513,"1.5",0,0,3,8,1680,400,1977,0,"98072",47.7403,-122.112,2440,107157 +"6324000090","20150511T000000",210000,2,1,990,8140,"1",0,0,1,6,990,0,1910,0,"98116",47.5828,-122.382,2150,5000 +"9542830600","20141121T000000",279000,3,2.5,1450,4106,"2",0,0,3,7,1450,0,2011,0,"98038",47.3655,-122.019,2000,4000 +"2767604580","20150223T000000",635000,3,1.75,1340,3900,"2",0,0,5,7,1340,0,1900,0,"98107",47.6711,-122.379,1470,1611 +"0662310900","20150220T000000",350000,3,2.5,2730,7372,"2",0,0,3,9,2730,0,1998,0,"98023",47.2831,-122.346,2710,8343 +"1432600100","20140924T000000",218000,3,1,1140,7560,"1",0,0,4,6,1140,0,1958,0,"98058",47.4624,-122.185,1300,7560 +"8928100025","20150324T000000",750000,4,1.5,1950,6300,"1.5",0,1,3,7,1650,300,1944,0,"98115",47.6819,-122.271,1760,6300 +"1221039058","20150213T000000",310597,4,1.75,2000,25700,"1",0,0,4,7,1150,850,1958,0,"98023",47.32,-122.362,2420,27500 +"3840700600","20150401T000000",355000,3,1,900,37800,"1",0,0,4,5,700,200,1923,0,"98034",47.7146,-122.234,1750,11998 +"8691410100","20140527T000000",735000,5,2.75,3390,5211,"2",0,0,3,9,3390,0,2004,0,"98075",47.5977,-121.981,3210,5211 +"7883607645","20140602T000000",155000,1,1,720,6000,"1",0,0,3,6,720,0,1940,0,"98108",47.5266,-122.316,1040,6000 +"9435300051","20140611T000000",354000,3,1,940,10368,"1",0,0,3,7,940,0,1965,0,"98052",47.6608,-122.133,2090,9620 +"6179900090","20150507T000000",415000,3,1.75,1770,10513,"1",0,0,4,7,1400,370,1982,0,"98028",47.7726,-122.266,2070,9968 +"6840700165","20140701T000000",202000,1,1,590,833,"1",0,0,4,7,590,0,1926,0,"98122",47.6082,-122.299,780,1617 +"2768301217","20150506T000000",580000,3,2.5,1980,1873,"2",0,0,3,7,1470,510,1996,0,"98107",47.6659,-122.369,1500,1873 +"0629000615","20141022T000000",1.495e+006,4,3.25,3070,10375,"2",0,0,3,10,2180,890,1962,2005,"98004",47.5862,-122.198,2500,11194 +"7202360600","20141008T000000",790000,4,2.5,3500,7519,"2",0,0,3,9,3500,0,2004,0,"98053",47.6799,-122.024,3920,7982 +"7852020590","20150305T000000",499900,3,2.5,2100,5112,"2",0,0,3,8,2100,0,1999,0,"98065",47.5338,-121.867,2100,4370 +"2023039160","20150423T000000",525000,4,2.25,2620,98881,"1",0,0,3,7,1820,800,1952,0,"98070",47.4662,-122.453,1728,95832 +"2597520090","20140622T000000",810000,4,2.5,2810,10613,"2",0,0,3,9,2810,0,1989,0,"98006",47.5424,-122.141,2800,9933 +"8631600025","20150220T000000",425000,4,1.5,2290,8773,"1",0,0,4,7,1330,960,1947,0,"98133",47.7173,-122.33,1740,7058 +"8100000110","20141226T000000",241250,3,1.75,1350,7588,"1",0,0,3,7,1350,0,1993,0,"98010",47.3123,-122.023,1470,7341 +"5151800015","20141112T000000",318700,4,2.5,2770,19116,"1",0,0,4,8,1600,1170,1961,0,"98003",47.3386,-122.319,2730,18429 +"9521101055","20140827T000000",720000,4,1.75,2530,5000,"1.5",0,2,5,8,2070,460,1917,0,"98103",47.6624,-122.348,1950,3600 +"2475901105","20140715T000000",291000,3,1,1280,10500,"1.5",0,0,4,5,1280,0,1941,0,"98024",47.566,-121.894,1410,10500 +"1726069202","20140718T000000",420000,3,1.75,1060,38644,"1",0,0,3,7,1060,0,1983,0,"98077",47.7442,-122.072,1310,11416 +"3530450100","20140726T000000",210000,2,1.75,1000,3554,"1",0,0,4,8,1000,0,1975,0,"98198",47.3811,-122.32,1150,4000 +"8941800100","20150427T000000",645000,3,3.25,3870,11000,"2",0,2,3,9,2970,900,1991,0,"98106",47.5545,-122.354,2970,11000 +"0809002215","20140519T000000",762000,5,2,3370,5000,"1.5",0,0,4,7,2140,1230,1907,0,"98109",47.6373,-122.35,1920,3200 +"6209000165","20140724T000000",247500,4,1.75,2290,7765,"1",0,0,3,6,2290,0,1936,1953,"98146",47.4997,-122.353,1240,8215 +"4178500100","20140723T000000",282500,3,2.25,1670,7150,"2",0,0,4,7,1670,0,1990,0,"98042",47.3603,-122.088,1570,7040 +"1523069086","20140605T000000",395000,3,1.75,1460,22651,"1",0,0,4,7,1460,0,1961,0,"98027",47.4861,-122.03,2030,49222 +"6121000090","20140616T000000",295000,3,1.75,1770,8235,"1",0,0,3,7,1030,740,1960,0,"98148",47.4323,-122.328,1560,8918 +"3342100785","20140826T000000",235000,2,1,820,5100,"1",0,0,4,6,820,0,1954,0,"98056",47.5175,-122.205,2270,5100 +"6012500100","20141001T000000",770000,3,1.75,1900,6334,"1",0,2,3,8,1450,450,1948,0,"98105",47.6675,-122.276,1530,6334 +"8682291720","20140508T000000",559950,2,2,1870,4950,"1",0,0,3,8,1870,0,2006,0,"98053",47.7195,-122.022,1670,4800 +"5041300100","20140710T000000",639000,4,2,1840,5419,"1",0,0,4,7,920,920,1942,0,"98199",47.6483,-122.404,1800,5419 +"2473101140","20150428T000000",314950,3,1,1590,8470,"1",0,0,4,7,1140,450,1967,0,"98058",47.4473,-122.159,1570,9375 +"8121100600","20150324T000000",525000,3,1,1640,6180,"1",0,0,4,7,1640,0,1946,0,"98118",47.5682,-122.284,1540,6180 +"0724069059","20140509T000000",2.4e+006,3,2.25,3000,11665,"1.5",1,4,3,11,3000,0,2001,0,"98075",47.5884,-122.086,3000,15959 +"2755200110","20140602T000000",820000,3,1.75,2160,6272,"1",0,0,4,8,1390,770,1960,0,"98115",47.6777,-122.306,1290,5376 +"6169901130","20140911T000000",1.385e+006,3,3,2490,3600,"2",0,3,4,8,1790,700,1911,0,"98119",47.6313,-122.369,2490,3600 +"6385000025","20141017T000000",521450,3,2,1290,5700,"1",0,0,5,7,1290,0,1950,0,"98116",47.5713,-122.397,1160,5700 +"0509000090","20141006T000000",760750,3,2.5,3190,49137,"2",0,0,3,9,3190,0,1988,0,"98074",47.6027,-122.043,3240,53143 +"0622059031","20140604T000000",759600,4,1,1540,115434,"1.5",0,0,4,7,1540,0,1923,0,"98031",47.4163,-122.22,2027,23522 +"5358300100","20140619T000000",346150,3,2,2140,7200,"1",0,0,4,8,1480,660,1966,0,"98056",47.5084,-122.185,2070,7220 +"4459800100","20150422T000000",390000,2,1,980,3800,"1",0,0,3,7,980,0,1926,0,"98103",47.6903,-122.34,1520,5010 +"2473371780","20140924T000000",359950,5,2.25,2450,9432,"2",0,0,3,8,2450,0,1973,0,"98058",47.4519,-122.13,2310,9100 +"9393700110","20140603T000000",430000,3,2,1360,5120,"1.5",0,0,4,6,910,450,1924,0,"98116",47.5587,-122.393,1440,5120 +"8691360490","20150424T000000",960000,4,3.5,4610,11676,"2",0,0,3,10,4610,0,2000,0,"98075",47.6011,-121.983,3900,11164 +"9175600025","20141007T000000",800000,7,6.75,7480,41664,"2",0,2,3,11,5080,2400,1953,0,"98166",47.4643,-122.368,2810,33190 +"7605800090","20150108T000000",1.01e+006,3,2.5,2860,5805,"2",0,0,3,9,2860,0,1999,0,"98005",47.6218,-122.16,2360,5832 +"7334500090","20150120T000000",290000,3,2,1810,11456,"1",0,0,3,7,1810,0,1970,0,"98045",47.4648,-121.756,1360,12931 +"8964800930","20150317T000000",1.35e+006,4,2,2240,10296,"1",0,0,5,8,2240,0,1948,0,"98004",47.6177,-122.217,2500,10918 +"2260800110","20140513T000000",777000,3,3.25,3610,59677,"2",0,0,3,10,2440,1170,2003,0,"98027",47.5464,-122.088,3130,65775 +"7550800945","20141007T000000",526000,2,1,1450,4500,"1.5",0,0,4,7,1450,0,1921,0,"98107",47.6739,-122.396,1470,5000 +"1972205338","20150418T000000",550000,3,3.5,1450,1091,"2",0,0,3,8,1200,250,2007,0,"98119",47.6475,-122.359,1490,3017 +"2946000590","20141223T000000",276000,3,1.5,1820,8750,"1",0,0,4,7,1200,620,1958,0,"98198",47.4213,-122.322,1500,8000 +"5700003585","20141229T000000",2.5e+006,5,3.25,5620,12672,"2",0,0,4,11,4140,1480,1916,0,"98144",47.5786,-122.287,4470,8050 +"7129302235","20150122T000000",325000,3,1.75,2080,6554,"1",0,0,3,7,1040,1040,1950,0,"98118",47.5135,-122.257,1230,5650 +"3278602490","20140926T000000",365000,3,2.5,1780,1754,"3",0,0,3,8,1780,0,2007,0,"98126",47.548,-122.373,1780,1607 +"0685000115","20141007T000000",2.15e+006,8,6,4340,9415,"2",0,0,3,8,4340,0,1967,0,"98004",47.6316,-122.202,2050,9100 +"3423600025","20150305T000000",825050,4,3.25,2860,3680,"2",0,0,3,9,1980,880,1925,1993,"98115",47.6752,-122.3,2010,3680 +"7173700518","20140721T000000",690000,3,1.5,2540,9520,"1",0,0,3,8,1500,1040,1959,0,"98115",47.6834,-122.306,1870,6800 +"3277801450","20150415T000000",390000,4,1,1140,6250,"1.5",0,0,3,6,1140,0,1958,0,"98126",47.5433,-122.375,1140,1370 +"1862400518","20150304T000000",385000,3,2,1320,1297,"3",0,0,3,7,1320,0,1995,0,"98117",47.6959,-122.376,1380,1503 +"8078350090","20150331T000000",619000,3,2.5,2040,7503,"2",0,0,3,8,2040,0,1987,0,"98029",47.5718,-122.021,2170,7503 +"1423089118","20150325T000000",494000,4,2.25,1790,42000,"1",0,0,3,7,1170,620,1983,0,"98045",47.4819,-121.744,2060,50094 +"7980900011","20150427T000000",412450,3,2,1910,13505,"1",0,0,3,8,1910,0,1955,0,"98034",47.7114,-122.23,2010,8000 +"5309100750","20150123T000000",580000,3,1.75,1460,2800,"2",0,0,3,7,1460,0,1928,0,"98117",47.6779,-122.371,1220,4062 +"0322059097","20141105T000000",269900,3,1.5,1420,22100,"1",0,0,5,7,1420,0,1957,0,"98042",47.4193,-122.149,1540,21780 +"9834200165","20150406T000000",704300,4,1.5,1790,4080,"1.5",0,0,5,7,1790,0,1928,0,"98144",47.5749,-122.291,1710,4080 +"2420069201","20141107T000000",267000,3,2,1390,6005,"2",0,0,3,8,1390,0,2005,0,"98022",47.2117,-121.99,1264,5550 +"4167300300","20140813T000000",310000,4,1.75,1880,12150,"1",0,0,3,7,1280,600,1976,0,"98023",47.3272,-122.363,1980,9680 +"1105000745","20150123T000000",227064,3,1.5,1570,10824,"2",0,0,3,7,1570,0,1908,0,"98118",47.54,-122.275,1530,8125 +"8927600100","20140528T000000",925000,3,2.5,2690,7000,"2",0,0,5,7,1840,850,1943,0,"98115",47.6784,-122.277,1800,6435 +"8078490090","20150508T000000",245000,3,1.75,1670,11452,"1",0,2,3,8,1670,0,1992,0,"98022",47.1913,-122.015,1820,11152 +"1736100090","20141214T000000",339888,3,1,1040,7490,"1",0,0,3,7,1040,0,1969,0,"98034",47.7137,-122.213,1520,7410 +"3876200100","20140710T000000",439000,4,2,1560,7500,"1",0,0,4,7,1560,0,1968,0,"98034",47.7281,-122.181,1730,7500 +"6844702290","20140527T000000",400000,2,1,1470,6120,"1",0,0,2,7,1470,0,1940,0,"98115",47.6914,-122.287,1840,6120 +"4022906430","20140630T000000",560000,3,2.25,2070,15002,"1.5",0,0,3,8,2070,0,1955,2013,"98155",47.7635,-122.274,2070,15002 +"5040800015","20141001T000000",703011,2,1,1370,5922,"1",0,2,3,8,1130,240,1941,0,"98199",47.6473,-122.406,2460,6759 +"9297301055","20141209T000000",363000,2,1,1120,4800,"1",0,0,3,7,770,350,1926,0,"98126",47.5669,-122.372,1510,4800 +"0318500300","20140919T000000",650000,4,2.75,2640,6240,"2",0,0,3,9,2640,0,2001,0,"98075",47.5788,-122.059,2640,5898 +"1839910300","20150106T000000",299950,3,1,1030,9916,"1",0,0,4,7,1030,0,1972,0,"98034",47.7218,-122.176,1470,9044 +"1446400785","20150422T000000",228950,3,1,1120,6625,"1",0,0,3,6,1120,0,1942,0,"98168",47.4879,-122.332,1120,6794 +"4036800015","20141001T000000",465000,4,1.75,1730,11700,"1",0,0,3,7,880,850,1956,0,"98008",47.6031,-122.13,1570,7820 +"8965500900","20150213T000000",725000,3,2.5,2090,9847,"2",0,2,3,9,2090,0,1983,0,"98006",47.5651,-122.114,2860,11483 +"3751603173","20140604T000000",212500,3,1,920,14400,"1",0,0,4,7,920,0,1977,0,"98001",47.2816,-122.269,1170,9600 +"3423059140","20140910T000000",526000,4,2.25,2970,54450,"2",0,0,3,8,2970,0,1983,1998,"98058",47.4338,-122.146,2260,6465 +"0114101055","20141223T000000",383000,3,2.5,1720,10031,"2",0,0,3,8,1720,0,1993,0,"98028",47.7688,-122.238,2280,5845 +"2475200590","20150421T000000",244000,3,1.75,1460,4692,"1",0,0,3,7,1460,0,1988,0,"98055",47.472,-122.192,1600,4557 +"3856905010","20140805T000000",565000,3,1.5,1540,3570,"1.5",0,0,5,7,1490,50,1930,0,"98105",47.6692,-122.325,1620,4080 +"7226500100","20150219T000000",373000,8,3,2850,12714,"1",0,0,3,7,2850,0,1959,0,"98055",47.4859,-122.205,1480,4942 +"3580900090","20140902T000000",300000,3,2,1310,9855,"1",0,0,3,7,1310,0,1962,0,"98034",47.7296,-122.241,1310,8370 +"9558000100","20140520T000000",405000,5,2.5,2430,4781,"2",0,0,3,9,2430,0,2001,0,"98058",47.4487,-122.117,2420,4770 +"1872900076","20140620T000000",979000,3,1.5,1700,14133,"1",0,1,4,8,1700,0,1954,0,"98004",47.6166,-122.22,2630,17376 +"1221059112","20141116T000000",324888,4,1.75,2160,28750,"2",0,0,4,8,2160,0,1978,0,"98092",47.3212,-122.118,1790,53578 +"2877102495","20150429T000000",445000,3,1.5,860,3200,"1",0,0,3,6,860,0,1929,0,"98117",47.6791,-122.362,1220,4300 +"4400200057","20150221T000000",761000,3,3.5,2050,2020,"2",0,0,3,8,1520,530,2006,0,"98112",47.6235,-122.306,1230,3640 +"1049010300","20150427T000000",435000,4,2,1650,4745,"1",0,0,3,7,1130,520,1972,0,"98034",47.7359,-122.18,1650,5184 +"6802210090","20140822T000000",252000,3,2.25,1570,8410,"1",0,0,3,7,1180,390,1991,0,"98022",47.1942,-121.99,1540,8410 +"0726049232","20140623T000000",350000,3,1.75,1660,10150,"1.5",0,0,3,7,1660,0,1957,0,"98133",47.7512,-122.342,1640,8906 +"3262300940","20141107T000000",875000,3,1,1220,8119,"1",0,0,4,7,1220,0,1955,0,"98039",47.6328,-122.236,1910,8119 +"3262300940","20150210T000000",940000,3,1,1220,8119,"1",0,0,4,7,1220,0,1955,0,"98039",47.6328,-122.236,1910,8119 +"1214700090","20140819T000000",280000,3,2,1780,11342,"1",0,0,3,7,1780,0,1964,0,"98148",47.4617,-122.327,2140,8449 +"8564950300","20140919T000000",450000,3,2.5,2180,4226,"2",0,0,3,8,2180,0,2004,0,"98011",47.7733,-122.226,2540,4607 +"3321069006","20141231T000000",905000,3,2.5,3520,237402,"2.5",0,0,3,9,3520,0,2004,0,"98092",47.2687,-122.056,2310,165963 +"3751601501","20140716T000000",382450,3,2.5,2220,20531,"2",0,0,3,8,2220,0,1998,0,"98001",47.2864,-122.264,2420,19249 +"1156000100","20141224T000000",246700,3,2,1610,13309,"1",0,0,4,7,1610,0,1967,0,"98042",47.3398,-122.133,1610,15725 +"3972900735","20140814T000000",220000,3,1.5,1070,9331,"1",0,0,3,6,1070,0,1956,0,"98155",47.7633,-122.313,1480,8400 +"6888900115","20150216T000000",555750,3,1,1060,4880,"1",0,0,2,6,910,150,1913,0,"98118",47.5545,-122.288,1200,4880 +"3031200165","20140611T000000",262500,3,1.5,1160,8906,"1",0,0,3,7,1160,0,1962,0,"98118",47.5362,-122.29,1160,8906 +"5683000033","20141201T000000",515000,2,1,910,4725,"1",0,0,3,7,910,0,1949,0,"98115",47.676,-122.281,1600,5200 +"7230000265","20140617T000000",499500,3,2.5,2970,21907,"2",0,0,3,9,2970,0,1998,2006,"98059",47.4741,-122.099,2040,27917 +"0985001015","20140604T000000",135000,1,1,790,13062,"1",0,0,3,6,790,0,1942,0,"98168",47.4919,-122.311,1240,7137 +"2815600215","20141118T000000",462500,2,2,1540,7290,"2",0,0,3,7,1540,0,1948,1983,"98136",47.551,-122.395,1540,7072 +"3585900090","20150415T000000",937500,4,2.5,3130,21100,"1",0,4,3,9,2530,600,1956,0,"98177",47.7598,-122.372,3680,23000 +"5101407370","20150422T000000",458000,3,1.5,1470,9570,"1",0,0,3,7,1280,190,1941,0,"98125",47.7032,-122.306,1390,9570 +"0871001105","20141022T000000",845000,4,2.75,3160,7143,"1.5",0,0,3,8,2100,1060,1933,0,"98199",47.6513,-122.406,2200,6122 +"0424069233","20140531T000000",660000,3,2.25,2675,40910,"2",0,0,3,8,2675,0,1984,0,"98075",47.5916,-122.055,2300,39438 +"3830630090","20150417T000000",265000,3,2,1340,6783,"1",0,0,4,7,1340,0,1987,0,"98030",47.3504,-122.177,1630,6458 +"1997200215","20140507T000000",599999,9,4.5,3830,6988,"2.5",0,0,3,7,2450,1380,1938,0,"98103",47.6927,-122.338,1460,6291 +"1898310110","20141202T000000",280000,3,2.5,1800,8697,"2",0,0,3,8,1800,0,1987,0,"98023",47.3115,-122.4,1770,8390 +"3407700047","20141029T000000",1.055e+006,3,3.25,2990,189852,"2",0,0,4,10,2990,0,1974,0,"98072",47.746,-122.138,3500,48760 +"9542100165","20141107T000000",875000,4,3,3720,14125,"1",0,0,4,9,1930,1790,1960,0,"98005",47.5911,-122.177,3160,15300 +"7140800100","20141014T000000",125000,3,1,920,7276,"1",0,0,4,6,920,0,1961,0,"98002",47.285,-122.211,1120,7276 +"7202340930","20141209T000000",634800,4,3,3280,4904,"2",0,0,3,7,3280,0,2005,0,"98053",47.6802,-122.033,2600,5004 +"9262800057","20150203T000000",269950,4,1,1440,9600,"1",0,0,2,7,1440,0,1964,0,"98001",47.3168,-122.264,1740,43560 +"1159100100","20140620T000000",359950,3,2.25,1940,11612,"1",0,0,4,8,1100,840,1981,0,"98178",47.5018,-122.23,2180,8954 +"7230900100","20141215T000000",417000,3,1.75,1590,11454,"1",0,0,4,8,1590,0,1979,0,"98056",47.5049,-122.186,1970,9960 +"8682301910","20140722T000000",389000,2,2,1340,4122,"1",0,0,3,8,1340,0,2007,0,"98053",47.7182,-122.022,1350,4273 +"7701450110","20140815T000000",1.038e+006,4,2.5,3770,10893,"2",0,2,3,11,3770,0,1997,0,"98006",47.5646,-122.129,3710,9685 +"1725059209","20140929T000000",698000,6,2.5,2680,11250,"1",0,0,5,7,1340,1340,1967,0,"98033",47.6553,-122.19,2200,9875 +"4025300195","20150318T000000",685000,4,2.5,2820,10125,"2",0,0,3,8,2820,0,2008,0,"98155",47.7494,-122.304,1560,10125 +"0985000900","20141105T000000",198500,3,1.75,1520,7137,"1",0,0,3,5,1520,0,1932,0,"98168",47.4924,-122.311,1240,8602 +"7140700850","20150326T000000",350000,4,2.5,2560,5428,"2",0,0,3,8,2560,0,2012,0,"98042",47.3835,-122.095,2620,5428 +"0522079067","20150408T000000",649950,3,2.5,3310,387684,"1",0,0,3,8,2160,1150,1919,1996,"98038",47.4167,-121.936,2340,189050 +"1387300940","20150429T000000",441000,3,1.5,1540,7200,"1",0,0,3,7,1540,0,1968,0,"98011",47.7357,-122.195,1560,7500 +"8562700090","20141111T000000",462600,3,1.75,1430,11761,"1",0,0,4,8,1430,0,1964,0,"98052",47.6686,-122.157,2040,10035 +"2122059236","20150306T000000",365070,4,2.5,2506,6232,"2",0,0,3,7,2506,0,2006,0,"98030",47.3734,-122.182,2070,8260 +"0514500090","20140513T000000",550000,4,2,2250,7500,"1",0,0,5,7,1200,1050,1956,0,"98005",47.5877,-122.157,1440,7500 +"5680001095","20150428T000000",470000,5,1.75,2740,9600,"1",0,0,4,7,1370,1370,1945,0,"98144",47.5738,-122.315,1990,4800 +"2475900855","20140827T000000",340000,3,1.75,1540,10400,"1",0,0,3,6,1540,0,1977,0,"98024",47.5651,-121.89,1090,7500 +"8669400100","20140805T000000",910000,4,2.75,4190,38912,"1",0,0,4,9,2040,2150,1965,0,"98005",47.6472,-122.157,3050,36884 +"3824100051","20150407T000000",405000,4,1.75,1690,8392,"1",0,0,3,7,1190,500,1979,0,"98028",47.773,-122.256,1880,9861 +"0952004875","20140602T000000",661000,4,2.25,1990,4600,"1.5",0,2,4,8,1420,570,1932,0,"98126",47.5638,-122.38,1810,5750 +"9522350090","20141106T000000",635000,4,2.5,2410,7069,"2",0,0,3,9,2410,0,1993,0,"98034",47.7094,-122.234,2240,7184 +"1787600252","20150505T000000",282000,2,1,1150,6098,"1",0,0,3,7,950,200,1948,0,"98125",47.7259,-122.328,1790,8455 +"7148000315","20150211T000000",235000,4,1.75,1720,10137,"2",0,0,3,7,1720,0,1956,0,"98188",47.4424,-122.276,1350,10205 +"2180001080","20140819T000000",277500,3,2,1260,22100,"2",0,0,4,7,1260,0,1981,0,"98023",47.2772,-122.354,1430,13000 +"1328330590","20150420T000000",346500,5,2.5,2020,8250,"1",0,0,4,8,1430,590,1978,0,"98058",47.4432,-122.135,1680,8959 +"0034001304","20150410T000000",480000,5,2.25,2240,5500,"1",0,0,3,7,1490,750,1959,0,"98136",47.5305,-122.391,2010,6050 +"1558500100","20140916T000000",360000,4,2.25,1930,6508,"2",0,0,3,8,1930,0,1996,0,"98019",47.7458,-121.977,2170,6548 +"2887950110","20141106T000000",245000,3,2.5,1820,6785,"1",0,0,3,7,1420,400,1994,0,"98092",47.3201,-122.177,1710,6055 +"6852700412","20140919T000000",625000,3,3.5,1560,1490,"2",0,0,3,8,1240,320,1995,0,"98102",47.6248,-122.319,1560,1662 +"1798000100","20140529T000000",750500,5,3,2170,2440,"1.5",0,0,4,8,1450,720,1911,0,"98115",47.6724,-122.317,2070,4000 +"9516500100","20150418T000000",525000,3,1.75,1600,9579,"1",0,0,3,8,1180,420,1977,0,"98072",47.7662,-122.159,1750,9829 +"0203400090","20140729T000000",740000,4,3.5,3760,57063,"2",0,0,3,9,2950,810,1998,0,"98053",47.6328,-121.964,2870,28945 +"4036800805","20140513T000000",523000,3,1.5,1240,7735,"1",0,0,4,7,1240,0,1957,0,"98008",47.601,-122.122,1260,7500 +"7129302615","20150304T000000",292000,3,1.75,1090,4500,"1.5",0,0,5,8,1090,0,1929,0,"98118",47.5157,-122.256,1640,5225 +"7278700100","20150121T000000",625000,4,2.5,2740,9599,"1",0,2,3,8,1820,920,1961,0,"98177",47.7728,-122.385,2660,8280 +"7852070090","20150116T000000",700000,3,2.5,3110,11727,"2",0,2,3,9,3110,0,2002,0,"98065",47.5445,-121.871,4240,13353 +"1250200552","20150312T000000",399950,3,2.5,1610,1320,"2",0,0,3,7,1280,330,2007,0,"98144",47.6,-122.298,1480,1602 +"9126100608","20150225T000000",545000,4,3.5,1880,1341,"3",0,0,3,8,1650,230,2007,0,"98122",47.6053,-122.306,1740,1883 +"0396100025","20140807T000000",339999,4,2,1740,6369,"1",0,0,5,6,870,870,1954,0,"98133",47.7461,-122.332,1560,7200 +"9184700600","20141201T000000",1.21e+006,4,2.25,3270,6000,"2",0,0,5,8,2180,1090,1909,0,"98122",47.6101,-122.286,2880,6000 +"4221250090","20141113T000000",545000,3,2.5,1990,5149,"2",0,0,3,8,1990,0,2003,0,"98075",47.5895,-122.019,2280,4506 +"8731901810","20150309T000000",260000,4,1.75,1960,8400,"1",0,0,4,8,1960,0,1967,0,"98023",47.3111,-122.379,2080,8400 +"7977201707","20140523T000000",526000,3,1.75,1680,3420,"1",0,0,3,7,960,720,1992,0,"98115",47.6854,-122.291,1680,4080 +"3260350090","20141112T000000",701000,4,3,2910,8540,"2",0,0,3,9,2910,0,2003,0,"98059",47.5223,-122.156,3040,6091 +"7399300850","20141003T000000",290000,3,2.25,1500,7482,"1",0,0,4,7,1210,290,1968,0,"98055",47.4619,-122.187,1480,7308 +"0461002551","20141004T000000",330600,1,1,580,1799,"1",0,0,3,7,580,0,1908,2005,"98117",47.6829,-122.375,1260,4000 +"9158100090","20150427T000000",550500,3,1.75,2540,8280,"1",0,0,3,7,1270,1270,1949,0,"98177",47.7219,-122.358,1950,8280 +"9358002305","20150313T000000",430000,2,1,950,6426,"1",0,0,3,7,950,0,1949,0,"98126",47.5653,-122.37,1360,2550 +"6447300265","20141014T000000",4e+006,4,5.5,7080,16573,"2",0,0,3,12,5760,1320,2008,0,"98039",47.6151,-122.224,3140,15996 +"2235000015","20140804T000000",260600,2,1,810,4560,"1",0,0,3,7,810,0,1928,0,"98126",47.5425,-122.376,1490,4560 +"9523104345","20141218T000000",825000,5,3,4080,7500,"2",0,2,4,8,2720,1360,1961,0,"98103",47.6722,-122.349,2000,4545 +"6139100056","20141023T000000",378950,4,2,1820,8400,"1",0,0,5,7,1300,520,1956,0,"98155",47.7615,-122.329,1700,9450 +"0808300090","20150116T000000",435000,4,2.5,2650,9065,"2",0,0,3,7,2650,0,2000,0,"98019",47.7258,-121.959,2590,13218 +"8077100031","20150422T000000",631000,3,2.25,1670,1396,"2",0,0,3,9,1250,420,2015,0,"98115",47.6814,-122.288,1610,5191 +"1402650110","20140518T000000",415000,3,2.5,2480,8342,"2",0,0,3,8,2480,0,1986,0,"98058",47.4381,-122.134,2300,8303 +"7985000100","20141021T000000",222000,3,1.75,1240,7560,"1",0,0,3,8,1070,170,1967,0,"98003",47.333,-122.3,1650,7560 +"1796350690","20140820T000000",245000,3,2,1390,8250,"1",0,0,3,7,1390,0,1987,0,"98042",47.3707,-122.094,1390,7875 +"7504110110","20150325T000000",720000,3,2.5,2880,10126,"2",0,0,4,10,2880,0,1985,0,"98074",47.6319,-122.037,2960,10514 +"4324500490","20141223T000000",215000,3,1,1060,9954,"1",0,0,4,7,1060,0,1960,0,"98032",47.3801,-122.289,1620,8760 +"1257202120","20141030T000000",579100,2,1,1070,2754,"1",0,0,3,7,830,240,1924,0,"98103",47.6755,-122.331,1760,4080 +"3987700115","20140728T000000",522500,4,1.75,1640,9299,"1.5",0,0,4,7,870,770,1943,0,"98056",47.5334,-122.168,2460,14326 +"9137101353","20140919T000000",489000,3,2,1510,3000,"1",0,0,4,7,910,600,1972,0,"98115",47.6804,-122.319,1620,4000 +"3298701066","20150506T000000",240000,3,1,1230,2353,"1.5",0,0,4,6,1230,0,1925,0,"98106",47.5177,-122.354,1280,1572 +"8682290100","20150421T000000",420250,3,2,1510,3657,"1",0,0,3,8,1510,0,2007,0,"98053",47.7225,-122.029,1510,3657 +"4055700778","20141114T000000",523000,4,2.5,3180,20870,"2",0,0,3,8,2120,1060,1967,0,"98034",47.7176,-122.241,2700,14190 +"0438000025","20140513T000000",628000,4,2,2260,6000,"1",0,0,3,8,1430,830,1958,0,"98115",47.6876,-122.298,2030,5874 +"2474400300","20150506T000000",320000,4,2.5,1920,7277,"2",0,0,4,8,1920,0,1990,0,"98031",47.4058,-122.192,2300,7645 +"0087000283","20141118T000000",359950,3,2.5,1980,7800,"2",0,0,3,8,1980,0,1999,0,"98055",47.4492,-122.199,1700,20580 +"2946001645","20140505T000000",232000,2,1,1200,8063,"1",0,0,4,6,1200,0,1958,0,"98198",47.4204,-122.324,1200,7500 +"9294300495","20141114T000000",810000,4,2.25,2020,5600,"1",0,2,4,8,1210,810,1961,0,"98115",47.6821,-122.267,2660,6050 +"0492000475","20141211T000000",245000,4,1.5,2010,7561,"1.5",0,0,4,7,1890,120,1921,0,"98002",47.311,-122.227,1420,6564 +"3876540600","20150507T000000",273000,3,2.25,1930,8192,"1",0,0,3,7,1470,460,1984,0,"98003",47.2624,-122.299,1510,8192 +"4122500100","20150211T000000",1.191e+006,5,2.5,2710,14989,"1",0,0,3,8,1720,990,1959,0,"98004",47.6411,-122.207,3180,16624 +"2461900945","20150421T000000",438000,5,1,1950,6250,"1.5",0,0,4,7,1450,500,1917,0,"98136",47.5511,-122.386,1950,6250 +"7221400495","20140717T000000",400000,3,1.75,2110,19600,"1",0,0,4,8,2110,0,1959,0,"98055",47.4742,-122.198,880,10077 +"2349300090","20140516T000000",340000,3,1,1250,4800,"1",0,0,4,7,1250,0,1951,0,"98126",47.5517,-122.381,1404,4800 +"9523100459","20140609T000000",552000,2,2.5,1380,951,"3",0,0,3,9,1380,0,2006,0,"98103",47.6654,-122.355,1430,3400 +"3856904580","20141125T000000",790000,3,1.75,2050,4080,"2",0,0,3,8,2050,0,1991,0,"98105",47.6698,-122.325,1890,4080 +"7345600755","20140707T000000",360000,3,1.5,1800,22000,"2",0,0,3,8,1800,0,1931,0,"98168",47.4889,-122.286,1440,16640 +"0798000457","20150302T000000",235000,3,1,1310,15022,"1",0,0,3,7,1310,0,1934,1984,"98168",47.5008,-122.332,1530,13154 +"7986400945","20141010T000000",775000,2,1,1010,3600,"1",0,0,3,7,1010,0,1913,0,"98107",47.6641,-122.357,1540,3600 +"0395300100","20140514T000000",489200,3,2.75,1850,9600,"1.5",0,0,5,7,1850,0,1965,0,"98034",47.7259,-122.226,1250,10500 +"2473510090","20140729T000000",341000,3,2.25,1750,8900,"2",0,0,4,8,1750,0,1977,0,"98058",47.4451,-122.136,1680,7910 +"1329300300","20141001T000000",335000,4,2.5,2154,6050,"2",0,0,3,8,2154,0,2012,0,"98030",47.3513,-122.174,2305,5769 +"0952007069","20150121T000000",393500,3,1.75,1230,1441,"2",0,0,3,8,1010,220,2004,0,"98116",47.5626,-122.382,1170,1942 +"8073000265","20140918T000000",360000,3,2,1960,8846,"1",0,3,4,6,980,980,1940,0,"98178",47.5101,-122.246,2190,6363 +"0952004745","20150304T000000",400800,4,1,1070,5750,"1",0,0,3,6,870,200,1923,0,"98126",47.564,-122.379,1270,5750 +"1376800115","20141103T000000",585000,3,1,1450,5378,"1",0,0,3,7,1190,260,1939,0,"98199",47.6436,-122.405,1810,5559 +"6613000750","20141001T000000",1.6e+006,4,2.75,3680,5000,"2",0,3,3,9,2480,1200,1936,0,"98105",47.6599,-122.269,3200,5000 +"2303900090","20140729T000000",2.8805e+006,4,2.5,5760,32033,"2",0,4,4,12,4390,1370,1994,0,"98177",47.7288,-122.37,3420,28475 +"6713700025","20140515T000000",300000,3,1,1220,13000,"1",0,0,4,7,1220,0,1955,0,"98133",47.7608,-122.353,1510,12600 +"4083304535","20141114T000000",1.045e+006,4,2.75,2950,4560,"2",0,0,5,7,1810,1140,1912,0,"98103",47.6525,-122.333,2000,4560 +"3626039403","20140922T000000",360000,3,1.5,1340,1110,"2",0,0,3,7,1040,300,1999,0,"98117",47.698,-122.366,1220,1110 +"0254000100","20140620T000000",665900,4,2.25,2870,5453,"2",0,1,4,8,2220,650,1926,0,"98146",47.5129,-122.388,1660,4800 +"2724049076","20140822T000000",470000,4,1,2590,18224,"1.5",0,0,4,7,2000,590,1911,0,"98118",47.5318,-122.286,1800,7080 +"8562500690","20140513T000000",581000,4,1.75,2090,8164,"1",0,0,4,8,1070,1020,1963,0,"98052",47.6715,-122.155,1310,7975 +"3834500195","20140707T000000",527000,6,3.5,3000,8401,"1",0,0,3,8,1500,1500,1979,0,"98125",47.7226,-122.299,1400,8403 +"2207100405","20150506T000000",423000,4,1.75,1730,7245,"1",0,0,4,7,880,850,1955,0,"98007",47.5995,-122.144,1550,7245 +"9482700475","20140927T000000",875000,4,3.5,2850,4416,"1.5",0,0,3,7,2040,810,1926,0,"98103",47.6835,-122.342,1860,4416 +"7905200386","20140729T000000",410000,3,1,1020,6903,"1",0,0,3,7,1020,0,1951,0,"98116",47.571,-122.392,1440,6678 +"8680500090","20150316T000000",606000,3,2.5,2200,6005,"2",0,0,3,9,2200,0,1997,0,"98072",47.7408,-122.169,2320,6098 +"3424089119","20150501T000000",654000,3,2.5,3240,60840,"2",0,0,3,7,3240,0,1997,0,"98045",47.5192,-121.764,2570,204732 +"1437500015","20140709T000000",150000,3,0.75,490,38500,"1.5",0,0,4,5,490,0,1959,0,"98014",47.7112,-121.315,800,18297 +"3298700110","20141109T000000",373000,3,2.5,2990,6771,"1",0,0,3,7,1550,1440,2003,0,"98106",47.5237,-122.353,1800,6771 +"6300000337","20140529T000000",550000,5,2,2450,9488,"1",0,0,4,7,1240,1210,1900,1955,"98133",47.7056,-122.34,1310,5693 +"8561200110","20140521T000000",512500,3,2.5,1900,7604,"2",0,0,3,8,1900,0,1990,0,"98033",47.7002,-122.188,1980,9583 +"2781250110","20150428T000000",360000,4,2.5,2640,7388,"2",0,0,3,7,2640,0,2003,0,"98038",47.3505,-122.027,2640,6383 +"4442800008","20140926T000000",369000,3,2,1340,1480,"3",0,0,3,8,1340,0,1997,0,"98117",47.6904,-122.393,1340,1321 +"2619920110","20141230T000000",825000,4,2.5,3220,5262,"2",0,0,3,9,3220,0,2003,0,"98033",47.6878,-122.162,3220,4921 +"7334501130","20141201T000000",255000,3,2,930,11475,"1",0,0,3,7,930,0,1978,0,"98045",47.4644,-121.745,1280,11250 +"9471200115","20140528T000000",1.285e+006,4,2.5,3240,10800,"1",0,0,3,10,2260,980,1946,0,"98105",47.6709,-122.262,3490,10800 +"2597500090","20140808T000000",270000,5,2.5,2630,8470,"1.5",0,0,4,8,2630,0,1968,0,"98002",47.2863,-122.196,1780,8575 +"8665050490","20140924T000000",480680,3,2.5,1730,4924,"2",0,0,3,8,1730,0,1996,0,"98029",47.5672,-122.005,1610,4313 +"1736800740","20150303T000000",525000,4,1.75,2120,7725,"1",0,0,3,8,1220,900,1965,0,"98007",47.6003,-122.144,2160,7725 +"6163901751","20140623T000000",291500,3,1,880,9238,"1.5",0,0,5,6,880,0,1946,0,"98155",47.7494,-122.319,1170,9238 +"2323059184","20141230T000000",305000,4,2,1800,13551,"1",0,0,4,7,1800,0,1974,0,"98059",47.4721,-122.128,1730,13551 +"7349650490","20150507T000000",285000,3,1.75,1600,7500,"1",0,0,3,7,1600,0,1998,0,"98002",47.2831,-122.199,1620,7461 +"1025039086","20140916T000000",1.875e+006,3,2.5,3280,29111,"2",1,3,3,11,3280,0,1925,0,"98199",47.6699,-122.416,3530,21074 +"0274100090","20150108T000000",329500,5,1.75,3290,8000,"1",0,0,3,7,1790,1500,1968,0,"98030",47.3733,-122.214,2380,7000 +"3342104046","20140708T000000",1.57e+006,4,2.25,2890,18226,"3",1,4,3,10,2890,0,1984,0,"98056",47.5169,-122.209,2870,11151 +"7893801862","20140811T000000",379260,3,2.5,1730,7202,"1",0,0,3,7,1330,400,1991,0,"98198",47.4099,-122.329,2100,8125 +"7852060490","20140709T000000",356000,3,2.5,1590,3411,"2",0,0,3,7,1590,0,2000,0,"98065",47.5303,-121.878,1590,3411 +"7923300115","20141201T000000",571900,4,1.75,1710,8947,"1",0,0,4,7,1710,0,1956,0,"98007",47.5947,-122.135,1360,10133 +"2868300115","20140821T000000",271500,3,1.75,1995,18360,"2",0,0,3,7,1995,0,1957,0,"98198",47.4129,-122.322,1980,13640 +"9477001270","20150316T000000",390000,3,1.75,1300,10030,"1",0,0,4,7,1300,0,1967,0,"98034",47.7359,-122.192,1520,7713 +"0522069119","20150512T000000",550000,3,2.5,2720,62310,"1",0,0,3,8,2040,680,1985,0,"98038",47.4168,-122.074,2770,204296 +"2025049175","20150105T000000",755000,2,2.5,1360,2070,"2",0,0,3,8,1360,0,1999,0,"98102",47.6423,-122.329,1920,2092 +"2771604226","20141118T000000",509500,2,2.5,1590,1485,"2",0,0,3,8,1300,290,1994,0,"98199",47.6375,-122.387,1880,3675 +"2917200615","20150325T000000",486700,2,1,1200,6278,"1",0,0,3,7,1080,120,1942,0,"98103",47.7001,-122.351,1200,6211 +"9551201295","20140728T000000",527500,2,1,1170,3000,"1.5",0,0,3,7,1170,0,1910,0,"98103",47.6697,-122.338,1530,4000 +"7443000985","20140815T000000",475000,5,2.5,2010,3600,"1.5",0,0,3,6,1510,500,1912,0,"98119",47.6522,-122.366,1780,3600 +"3395041194","20140827T000000",268000,3,2.75,1880,1793,"2",0,0,3,7,1810,70,2001,0,"98108",47.5405,-122.293,1800,2537 +"1024069162","20150416T000000",562000,3,2,3250,50529,"2",0,0,4,8,3250,0,1978,0,"98075",47.5849,-122.016,2370,47480 +"5452800735","20140722T000000",780000,4,2.5,2270,13449,"1",0,0,4,9,1310,960,1975,0,"98040",47.5416,-122.232,2810,13475 +"2902200015","20150106T000000",700000,9,3,3680,4400,"2",0,0,3,7,2830,850,1908,0,"98102",47.6374,-122.324,1960,2450 +"1698900195","20140902T000000",710000,3,2,1880,3000,"1",0,0,4,8,1040,840,1931,0,"98109",47.6418,-122.351,1790,3000 +"0442000015","20140612T000000",445000,3,1,1050,5664,"1",0,0,4,7,910,140,1947,0,"98115",47.6897,-122.285,1500,5664 +"0222069058","20140915T000000",729000,3,3.25,2250,60548,"1",0,0,3,9,2250,0,2005,0,"98038",47.4246,-122.014,2760,84070 +"2926049449","20140618T000000",384400,3,3.25,1689,1388,"3",0,0,3,8,1689,0,2008,0,"98125",47.7174,-122.317,1459,1384 +"6071800100","20150327T000000",815000,6,3,2860,17853,"1",0,0,3,8,1430,1430,1962,2015,"98006",47.546,-122.175,1920,13452 +"4003000110","20141029T000000",865000,4,2.5,2710,4069,"3",0,0,4,10,2710,0,1990,0,"98122",47.604,-122.288,1810,3586 +"0925059198","20140828T000000",514000,3,2,1770,7200,"1",0,0,4,7,1770,0,1967,0,"98033",47.6642,-122.173,2250,11250 +"6072700110","20140520T000000",615000,4,2.75,2820,13193,"1",0,0,3,8,1860,960,1965,0,"98006",47.5579,-122.174,2580,13193 +"1926069143","20141016T000000",865000,4,3.25,3400,99170,"1",0,0,4,8,2000,1400,1980,0,"98072",47.7293,-122.099,3460,47920 +"2871000300","20141013T000000",755000,4,2.5,3110,6930,"2",0,0,3,9,3110,0,2004,0,"98052",47.7011,-122.112,3090,7000 +"6163900301","20150427T000000",425000,4,1,1480,8321,"1",0,0,3,7,1080,400,1953,0,"98155",47.7629,-122.318,1580,8502 +"4318200090","20140618T000000",375000,2,1,940,9839,"1",0,0,3,6,940,0,1910,0,"98136",47.5379,-122.386,1330,8740 +"9526600090","20150424T000000",750000,4,2.5,2680,4548,"2",0,0,3,8,2680,0,2009,0,"98052",47.7073,-122.114,2750,4548 +"0629420100","20140926T000000",722000,4,2.75,3190,5408,"2",0,0,3,9,3190,0,2005,0,"98075",47.5903,-121.988,3160,5773 +"6905200215","20150331T000000",1.011e+006,3,2.5,1920,4480,"2",0,1,3,9,1920,0,1949,1997,"98119",47.6472,-122.373,1790,4500 +"7202430110","20140625T000000",725000,3,2.5,2610,7510,"2",0,0,3,9,2610,0,1996,0,"98052",47.6648,-122.137,2610,8458 +"0087000245","20140930T000000",170000,3,0.75,1040,42180,"1",0,0,2,6,1040,0,1947,0,"98055",47.4518,-122.199,1270,24090 +"6667400090","20150501T000000",845000,4,3.25,2880,35315,"1",0,0,3,11,2270,610,1982,0,"98005",47.6587,-122.163,1910,167378 +"6802200100","20150115T000000",271900,3,2,1450,8771,"2",0,0,4,7,1450,0,1991,0,"98022",47.1947,-121.989,1450,8653 +"0913000315","20140605T000000",1.3e+006,6,4.5,3902,3880,"3",0,4,4,9,2782,1120,1977,0,"98116",47.5837,-122.399,1100,3870 +"8732030490","20141222T000000",261500,4,2.5,2460,7800,"1",0,0,3,8,1500,960,1977,0,"98023",47.3081,-122.384,2210,7800 +"3629920600","20140516T000000",619500,3,2.5,2170,5000,"2",0,0,3,9,2170,0,2003,0,"98029",47.5458,-121.996,2170,5000 +"1524079156","20140610T000000",435000,5,2.25,1970,15247,"1",0,0,3,7,1450,520,1986,0,"98024",47.5669,-121.905,1300,10800 +"6450301690","20141003T000000",210000,3,1,1000,5454,"1",0,0,3,7,1000,0,1954,0,"98133",47.7339,-122.337,1320,5250 +"5309101050","20141126T000000",489950,3,2,1580,4010,"1",0,0,4,7,790,790,1909,0,"98117",47.6769,-122.371,1350,5350 +"8857600820","20140508T000000",260000,4,1.5,2130,8800,"1",0,0,3,7,1100,1030,1962,0,"98032",47.383,-122.288,1480,8120 +"3500100025","20140628T000000",300000,4,1,1370,8499,"1",0,0,3,7,1370,0,1949,0,"98155",47.736,-122.301,1370,8187 +"5152100110","20150422T000000",530000,4,2,2150,14161,"1",0,2,3,8,1330,820,1966,0,"98003",47.3376,-122.323,2310,14034 +"3298600850","20141216T000000",235000,3,1.75,1370,14030,"1",0,0,4,8,1370,0,1977,0,"98092",47.2969,-122.163,2100,15260 +"3856902250","20150105T000000",593500,3,1,1370,4000,"2",0,0,4,8,1370,0,1918,0,"98105",47.6711,-122.324,1370,4000 +"8887001140","20140723T000000",562000,3,3,3290,80471,"2",0,2,4,8,2330,960,1975,0,"98070",47.504,-122.464,1830,30494 +"2621069066","20150427T000000",585000,3,2,3190,207346,"2",0,0,3,9,3190,0,1994,0,"98022",47.2737,-122.015,2930,206474 +"0251620090","20140530T000000",2.4e+006,4,3.25,4140,20734,"1",0,1,3,10,3300,840,1977,2005,"98004",47.6344,-122.215,4020,20008 +"3546000090","20150224T000000",199500,3,1.75,1690,8901,"1",0,0,3,7,1690,0,1986,0,"98030",47.3546,-122.176,1690,7532 +"3359500755","20140902T000000",544500,5,1,1690,3240,"1.5",0,0,3,7,1690,0,1914,0,"98115",47.6746,-122.325,1230,4500 +"3579800485","20150218T000000",394900,3,1,1430,13370,"1",0,0,3,7,1430,0,1962,0,"98034",47.7317,-122.241,1670,10075 +"2919201335","20140731T000000",912000,4,3.75,1980,4095,"2",0,0,3,9,1980,0,2009,0,"98103",47.6901,-122.356,1480,3840 +"1796370930","20140710T000000",260000,3,2.5,1490,8102,"2",0,0,4,7,1490,0,1990,0,"98042",47.3712,-122.092,1640,7943 +"3864000090","20150219T000000",858000,5,3,3620,12778,"1",0,2,5,8,1900,1720,1964,0,"98006",47.5512,-122.191,2930,10669 +"8651100110","20141209T000000",1.275e+006,4,2.5,2720,16454,"1",0,1,5,9,1870,850,1963,0,"98040",47.5489,-122.216,3560,15993 +"8731730590","20150513T000000",242150,4,1.75,1490,8544,"1",0,0,4,7,1490,0,1970,0,"98031",47.3894,-122.166,1180,8372 +"1761100300","20141030T000000",220000,3,1.75,1230,7200,"1",0,0,3,7,1230,0,1986,0,"98023",47.2881,-122.363,1540,7210 +"9542800820","20150430T000000",235000,3,2,1900,7980,"1",0,0,4,7,1340,560,1977,0,"98023",47.305,-122.373,1690,7840 +"2644900110","20141021T000000",370000,3,1.75,1530,10300,"1",0,0,4,7,1530,0,1978,0,"98133",47.7767,-122.356,1940,9883 +"1626069198","20141003T000000",450000,3,1.75,2290,44866,"1",0,0,3,8,1390,900,1981,0,"98077",47.7398,-122.041,2410,44866 +"5101408593","20140711T000000",534950,5,1.5,2240,6337,"1",0,0,3,8,1280,960,1956,0,"98125",47.7046,-122.316,1870,6380 +"7853270100","20150315T000000",730000,4,2.5,3470,14271,"2",0,0,3,9,3470,0,2005,0,"98065",47.5423,-121.877,3450,9380 +"3308030100","20140925T000000",465000,4,2.5,3050,32450,"1",0,0,4,8,1550,1500,1983,0,"98030",47.3626,-122.209,2350,15390 +"1330280100","20140801T000000",178000,3,1,1100,5734,"1",0,0,4,7,1100,0,1955,0,"98030",47.3632,-122.174,1770,6050 +"2212200090","20150209T000000",215000,3,1,1610,7140,"1",0,0,3,7,1080,530,1976,0,"98031",47.3943,-122.189,1800,7600 +"9264921140","20150312T000000",300000,3,2.75,1910,15508,"1",0,0,3,8,1210,700,1984,0,"98023",47.3128,-122.345,2450,7989 +"8902000068","20140515T000000",430000,3,2,1510,7066,"1",0,2,3,7,1230,280,1973,0,"98125",47.7053,-122.303,1950,8089 +"7338000850","20140731T000000",183000,3,1.5,1280,4366,"2",0,0,4,6,1280,0,1985,0,"98002",47.335,-122.215,1280,4366 +"2770600853","20140612T000000",585000,3,2.5,1910,1501,"2.5",0,0,3,8,1530,380,2007,0,"98199",47.6441,-122.385,1760,1750 +"4239400740","20140716T000000",192950,3,1,1170,3330,"2",0,0,4,6,1170,0,1969,0,"98092",47.3155,-122.182,1090,3330 +"6184700100","20140926T000000",599000,2,1,1550,7713,"1",0,0,3,7,1550,0,1930,1979,"98117",47.7005,-122.358,1340,6350 +"3157600615","20140708T000000",326500,3,1,1060,7920,"1",0,0,4,7,1060,0,1968,0,"98106",47.5649,-122.358,1060,7457 +"6145601810","20140718T000000",358803,2,1,1040,5765,"1",0,0,3,7,1040,0,1944,0,"98133",47.7024,-122.346,1040,3844 +"1235700042","20140528T000000",537000,3,2.5,1550,12920,"2",0,0,5,7,1550,0,1999,0,"98033",47.6973,-122.194,2610,10800 +"7781600025","20141023T000000",1.155e+006,3,2.5,2490,24691,"1",1,4,4,9,1580,910,1961,0,"98146",47.488,-122.364,2800,24121 +"7116500705","20150129T000000",156000,2,1,920,5889,"1",0,0,4,6,920,0,1950,0,"98002",47.3012,-122.218,1210,6180 +"2320069206","20150325T000000",219000,3,1,1250,8276,"1.5",0,0,5,6,1250,0,1939,0,"98022",47.2092,-121.997,1250,8792 +"1794501390","20150501T000000",1.19e+006,3,1.5,2540,2700,"2",0,0,4,8,1630,910,1922,0,"98119",47.637,-122.361,2520,5400 +"2122059160","20150427T000000",248000,5,1.75,2190,16788,"1",0,2,3,8,1380,810,1978,0,"98030",47.3764,-122.176,1920,8366 +"2421069039","20150209T000000",340000,3,1.75,1340,196020,"1",0,0,4,7,1340,0,1987,0,"98010",47.2931,-121.992,2250,232230 +"5452800495","20150422T000000",899100,5,2.5,2410,15300,"1",0,0,4,8,1400,1010,1975,0,"98040",47.5416,-122.231,2440,15300 +"4024100961","20140728T000000",346950,3,1.75,1830,10954,"1",0,0,3,7,1830,0,1963,0,"98155",47.7554,-122.306,1850,8624 +"7857001560","20140917T000000",330000,3,1,1850,5775,"2",0,0,3,6,1740,110,1928,0,"98108",47.5446,-122.296,1520,3578 +"9540100025","20140731T000000",325000,3,1,1410,8250,"1",0,0,3,7,1410,0,1954,0,"98177",47.7621,-122.36,1580,8250 +"2473410740","20141027T000000",315000,3,1.75,1460,7884,"1",0,0,3,8,1460,0,1975,0,"98058",47.4457,-122.128,2050,7210 +"2770604365","20140623T000000",649950,3,2.5,1500,1375,"2",0,0,3,9,1200,300,2014,0,"98119",47.6451,-122.375,1680,1627 +"0173000025","20140825T000000",316000,3,1,1130,7200,"1.5",0,0,4,6,1130,0,1942,0,"98133",47.7298,-122.355,1350,1358 +"7853340490","20140617T000000",386000,2,2.5,1620,3196,"2",0,0,3,8,1620,0,2008,0,"98065",47.5167,-121.878,1750,2828 +"0239000115","20150408T000000",535000,2,1.75,2330,7280,"1",0,0,3,7,1450,880,1982,0,"98188",47.4282,-122.28,1830,12178 +"9528101032","20150325T000000",600000,3,3,1520,1800,"3",0,0,3,7,1520,0,2003,0,"98115",47.6822,-122.326,1520,1500 +"5416100110","20141118T000000",339000,4,2.5,2840,8746,"2",0,0,3,8,2840,0,2001,0,"98022",47.19,-122.013,2630,9900 +"4331000265","20140926T000000",167000,3,2,1520,7456,"1",0,0,3,7,1520,0,1949,0,"98166",47.4745,-122.343,1740,8464 +"5249803885","20141215T000000",430000,3,1,1740,4800,"1",0,0,3,8,1740,0,1952,0,"98118",47.5596,-122.27,1600,4800 +"7853301390","20140821T000000",688000,4,4,4000,9309,"2",0,0,3,9,4000,0,2007,0,"98065",47.5421,-121.888,3920,8048 +"1376800025","20140908T000000",834500,3,2.25,2780,6000,"1",0,3,4,9,1670,1110,1948,0,"98199",47.6442,-122.406,2780,6000 +"7639900025","20140628T000000",1.075e+006,4,4.25,3500,8750,"1",0,4,5,9,2140,1360,1951,0,"98177",47.7222,-122.367,3110,8750 +"2822059262","20141201T000000",250000,3,1,1060,52272,"1",0,0,3,7,1060,0,1960,0,"98030",47.36,-122.178,1900,5971 +"8113100850","20150410T000000",402500,3,1,1290,4000,"1.5",0,0,3,7,1290,0,1926,0,"98118",47.5462,-122.277,1160,5040 +"0565300110","20141216T000000",432500,3,2.5,2390,6435,"1",0,0,3,8,1600,790,1978,0,"98034",47.726,-122.194,2020,7300 +"1887000100","20140814T000000",485000,5,1.75,2460,14100,"1",0,0,3,7,1380,1080,1972,0,"98028",47.7452,-122.224,2028,11078 +"8731990090","20140820T000000",560000,4,2.75,2930,22000,"1",0,3,4,9,1580,1350,1978,0,"98023",47.3227,-122.384,2930,9758 +"3432500705","20141021T000000",410000,4,2.25,2200,8292,"2",0,0,3,7,2200,0,1990,0,"98155",47.7456,-122.315,1090,8290 +"1015500300","20140515T000000",455000,3,2.5,1870,7344,"1",0,0,3,8,1470,400,1980,0,"98034",47.7265,-122.206,1930,7344 +"3972300100","20141229T000000",459500,4,2.5,2060,8968,"1",0,0,4,7,1190,870,1975,0,"98155",47.7686,-122.317,1350,8972 +"3876300600","20141212T000000",371000,4,1.75,1610,11305,"1",0,0,3,7,1610,0,1968,0,"98034",47.727,-122.176,1870,11850 +"2111010940","20150220T000000",289500,3,2.25,2120,3400,"2",0,0,3,7,2120,0,2002,0,"98092",47.3364,-122.17,2420,3400 +"2771102158","20141021T000000",395000,3,3.5,1450,1263,"2",0,0,3,8,1160,290,2007,0,"98199",47.6508,-122.383,1390,1282 +"1498304065","20140614T000000",496752,2,1,1980,5000,"1",0,0,4,7,1090,890,1923,0,"98144",47.586,-122.295,1720,5000 +"6150200375","20141001T000000",227000,2,1,860,6800,"1",0,0,3,6,860,0,1943,0,"98133",47.7274,-122.337,1220,6800 +"3343901340","20140804T000000",330000,3,1.75,1460,9261,"1",0,0,3,7,1460,0,1985,0,"98056",47.5155,-122.189,1550,8800 +"4037800015","20150123T000000",480000,5,2,2590,8610,"1",0,0,4,7,1340,1250,1958,0,"98008",47.6112,-122.126,1750,8610 +"1626079066","20140806T000000",290000,2,1,1120,217800,"1",0,0,3,6,1120,0,1976,0,"98019",47.7378,-121.912,1480,217800 +"0006200017","20141112T000000",281000,3,1,1340,21336,"1.5",0,0,4,5,1340,0,1945,0,"98032",47.4023,-122.273,1340,37703 +"5249805090","20150407T000000",705000,4,1.5,1780,3120,"1.5",0,3,3,8,1780,0,1926,0,"98118",47.5589,-122.264,1710,3600 +"4217401055","20140502T000000",1.4e+006,4,2.5,2920,4000,"1.5",0,0,5,8,1910,1010,1909,0,"98105",47.6578,-122.28,2470,4000 +"7738500475","20141212T000000",485000,4,3.25,2820,6611,"1",0,0,3,7,1410,1410,1958,0,"98155",47.7473,-122.285,2320,6611 +"2767603250","20150309T000000",622000,3,2.25,1550,1919,"3",0,0,3,8,1550,0,2003,0,"98107",47.6729,-122.379,1550,2918 +"2620069113","20140902T000000",380000,3,2.25,1600,39848,"1",0,3,4,8,1600,0,1958,0,"98022",47.1991,-122.013,1600,39848 +"3760500336","20141126T000000",2.125e+006,4,2.75,3190,19513,"2",0,4,4,10,3190,0,1982,0,"98034",47.6991,-122.235,2750,13496 +"5101404563","20140627T000000",561500,3,1.75,1960,6380,"1",0,0,4,7,980,980,1939,0,"98115",47.6975,-122.316,1480,6380 +"9407000600","20140916T000000",242000,3,1,970,9600,"1",0,0,3,7,970,0,1972,0,"98045",47.4451,-121.768,1110,9600 +"9353300600","20140624T000000",348500,3,1.5,1360,10726,"1",0,0,4,7,1360,0,1966,0,"98059",47.4948,-122.134,1650,10726 +"9353300600","20150326T000000",370000,3,1.5,1360,10726,"1",0,0,4,7,1360,0,1966,0,"98059",47.4948,-122.134,1650,10726 +"0993000090","20150414T000000",752000,6,3.75,3810,6663,"2",0,0,4,8,3810,0,1977,0,"98103",47.6938,-122.34,1610,4561 +"1796361140","20141031T000000",230000,3,1.75,1340,8250,"1",0,0,3,7,1100,240,1985,0,"98042",47.3668,-122.09,1540,7860 +"1112000031","20150318T000000",715000,3,2.25,1990,4977,"3",0,0,3,9,1990,0,2012,0,"98118",47.5404,-122.268,1280,5000 +"2822049160","20150417T000000",240415,3,1.75,1120,10187,"1",0,0,3,7,1120,0,1968,0,"98198",47.3694,-122.311,1900,8736 +"3856904560","20141125T000000",562000,4,1.75,2060,4080,"1.5",0,0,3,7,1460,600,1922,1996,"98105",47.6698,-122.325,1620,4080 +"2492200956","20140805T000000",360000,3,1.5,1170,4080,"1",0,0,5,6,1170,0,1917,0,"98126",47.5338,-122.381,920,4242 +"2770604079","20141029T000000",659950,3,2.5,1610,1246,"2",0,1,3,9,1080,530,2014,0,"98119",47.6423,-122.375,1610,1249 +"2719100042","20140623T000000",458500,3,2,1890,1599,"2",0,0,3,9,1430,460,2012,0,"98136",47.5438,-122.385,1780,1562 +"7899800864","20150305T000000",259950,2,2,1070,649,"2",0,0,3,9,720,350,2008,0,"98106",47.5213,-122.357,1070,928 +"9485750110","20140918T000000",366000,3,1.75,1680,6108,"1",0,0,3,8,1680,0,1989,0,"98055",47.4501,-122.208,2220,5664 +"2024059058","20150428T000000",978000,4,2.75,2890,7821,"2",0,0,3,9,2890,0,2014,0,"98006",47.554,-122.189,2890,10108 +"7977201865","20150421T000000",525000,2,1,1360,6120,"1",0,0,3,7,1060,300,1947,0,"98115",47.6841,-122.291,1800,5100 +"4232900940","20140522T000000",926300,3,1.5,1660,4800,"2",0,0,3,8,1660,0,1907,0,"98119",47.6352,-122.358,1690,4000 +"3364900375","20150423T000000",750000,2,1,1620,6120,"1",0,0,3,7,1620,0,1951,0,"98115",47.6731,-122.326,1650,4590 +"4151800375","20141204T000000",660000,2,1,960,6263,"1",0,1,4,6,960,0,1942,0,"98033",47.6646,-122.202,1460,6054 +"2610100015","20140813T000000",305000,4,1.75,1000,7200,"1.5",0,0,4,6,1000,0,1947,0,"98155",47.742,-122.324,1280,7200 +"8682230590","20150426T000000",800000,2,2.5,2395,6143,"1",0,0,3,8,2395,0,2003,0,"98053",47.7114,-122.029,2170,6162 +"3876100940","20150427T000000",600000,4,1.75,3050,9440,"1",0,0,3,8,1800,1250,1966,0,"98034",47.7228,-122.183,2020,8660 +"1221079058","20140827T000000",435000,2,1,1120,88327,"1.5",0,0,4,6,1120,0,1972,0,"98010",47.3205,-121.867,1640,136662 +"2770605550","20150310T000000",1.135e+006,4,3.25,2960,4296,"2",0,0,3,9,2190,770,2007,0,"98119",47.6526,-122.372,2150,6000 +"4468400214","20141010T000000",318000,3,2.25,1250,1017,"3",0,0,3,8,1250,0,2008,0,"98133",47.7099,-122.333,1250,1017 +"2767705010","20141006T000000",639000,4,2,1940,5000,"1",0,0,4,7,980,960,1910,0,"98107",47.6719,-122.369,1940,5000 +"5422560930","20150316T000000",453000,3,2.5,1750,3900,"2",0,0,3,8,1750,0,1977,0,"98052",47.6638,-122.129,1750,5700 +"0824059211","20141117T000000",800000,4,1.75,2150,9148,"1",0,0,4,7,2150,0,1955,0,"98004",47.5828,-122.197,2370,9148 +"6825100015","20140604T000000",437000,2,1.75,1500,6800,"1",0,0,4,7,910,590,1942,0,"98117",47.7004,-122.371,1450,6800 +"4166600115","20141121T000000",1.15e+006,3,2.75,3230,75889,"2",1,4,3,7,3230,0,1925,1993,"98023",47.3344,-122.37,2560,72229 +"3574801500","20140926T000000",490000,4,2.5,3000,8645,"2",0,0,3,8,3000,0,1985,0,"98034",47.7315,-122.224,1930,8866 +"9477001140","20140710T000000",499950,4,1.75,1520,7700,"1",0,0,4,7,1520,0,1967,0,"98034",47.7356,-122.191,1520,7500 +"3384300100","20141226T000000",160134,3,1.5,1190,10116,"1",0,0,3,7,1190,0,1968,0,"98042",47.385,-122.085,1190,9905 +"6123600100","20141215T000000",191000,3,1,990,8255,"1",0,0,3,7,990,0,1953,0,"98148",47.425,-122.331,1180,9750 +"1311300100","20150115T000000",221000,3,1,1250,7280,"1",0,0,3,7,1250,0,1965,0,"98001",47.3414,-122.286,1450,7350 +"3812400854","20141028T000000",352800,4,2,2080,6360,"1",0,0,3,7,1330,750,1960,0,"98118",47.5392,-122.278,2080,6741 +"1326069188","20150511T000000",350000,3,2.5,1640,10424,"2",0,0,3,7,1640,0,1988,0,"98019",47.7345,-121.977,1560,10101 +"3131201865","20140617T000000",458000,4,1.5,1550,3000,"1.5",0,0,3,7,1350,200,1918,0,"98105",47.6604,-122.324,1710,5535 +"0321059059","20140519T000000",359950,3,1,1290,189486,"1",0,0,4,7,1290,0,1960,0,"98092",47.3356,-122.157,2370,98881 +"0223039330","20150407T000000",1.05e+006,3,3,3250,5093,"2",0,3,3,10,3250,0,2004,0,"98146",47.5123,-122.39,2820,7752 +"7857000900","20140724T000000",353000,3,1.75,1260,11775,"1",0,0,5,6,1260,0,1942,0,"98108",47.5501,-122.296,1270,5480 +"8109800110","20140801T000000",717550,3,3.5,2840,4468,"3",0,0,3,10,2840,0,2006,0,"98052",47.7069,-122.117,3040,5400 +"5422560900","20140807T000000",450000,3,2.25,1960,6500,"2",0,0,4,8,1960,0,1977,0,"98052",47.6642,-122.129,1860,6160 +"3332000195","20140924T000000",167500,3,1,760,3090,"1",0,0,2,5,760,0,1903,0,"98118",47.5513,-122.275,1020,5356 +"2423029245","20140617T000000",550000,3,1.75,2240,78225,"2",0,0,5,8,2240,0,1976,0,"98070",47.4638,-122.484,2030,202554 +"8651600110","20150421T000000",939000,4,2.25,2240,9684,"2",0,0,4,9,2240,0,1970,0,"98040",47.5489,-122.225,2440,9618 +"7902200015","20150429T000000",700000,3,1.75,1820,15570,"1",0,2,3,8,1820,0,1948,0,"98146",47.5068,-122.386,2490,9480 +"3523089019","20140519T000000",480000,4,3.5,3370,435600,"2",0,3,3,9,3370,0,2005,0,"98045",47.4398,-121.738,2790,114868 +"8827900015","20140829T000000",501000,3,1,1160,4360,"1",0,0,4,8,1160,0,1929,0,"98105",47.6718,-122.291,1810,4360 +"9237800100","20150204T000000",580000,3,2.25,1640,8625,"1",0,0,3,8,1320,320,1987,0,"98052",47.6772,-122.153,1770,9476 +"2724089019","20140523T000000",527550,1,0.75,820,59677,"1",0,0,3,5,820,0,1999,0,"98065",47.5316,-121.764,1590,14163 +"5416501030","20141124T000000",399000,4,2.5,2800,4687,"2",0,0,3,9,2800,0,2005,0,"98038",47.3594,-122.04,2750,4750 +"7211402305","20150415T000000",240000,3,1.75,1780,5000,"1.5",0,0,3,6,1080,700,1957,0,"98146",47.5105,-122.36,1500,5000 +"1221059176","20150311T000000",353000,4,2.75,2200,268329,"1",0,0,3,7,1410,790,1989,0,"98092",47.3224,-122.122,2240,58806 +"7549802600","20140528T000000",335000,4,2,1480,3132,"1",0,0,5,6,740,740,1910,0,"98108",47.55,-122.312,1480,6420 +"4112100165","20150317T000000",475000,3,3,2010,2554,"2",0,0,3,7,1860,150,2001,0,"98118",47.5525,-122.269,1370,5100 +"7518506595","20140826T000000",660000,3,2,2880,5100,"1.5",0,0,4,7,2080,800,1926,0,"98117",47.6805,-122.385,1820,5100 +"2767602490","20140724T000000",551000,3,1,940,1948,"1",0,0,5,6,940,0,1900,0,"98107",47.6733,-122.383,1700,5000 +"3821000100","20150320T000000",249950,4,1.75,1620,10530,"1",0,0,3,7,1620,0,1968,0,"98030",47.3808,-122.211,1890,9975 +"0524069019","20141120T000000",1.15e+006,4,3.25,4400,262666,"2",0,0,3,11,4400,0,1988,0,"98075",47.5927,-122.064,3240,9791 +"1492800296","20140703T000000",575000,3,1.75,1530,6743,"1",0,0,3,7,1410,120,1955,0,"98116",47.5745,-122.396,2040,6000 +"7855900110","20140718T000000",1.08889e+006,4,2.75,3460,11350,"1",0,4,4,9,1780,1680,1974,0,"98006",47.568,-122.153,3200,13874 +"7853290090","20141118T000000",515000,4,2.5,2890,7306,"2",0,0,3,7,2890,0,2006,0,"98065",47.5447,-121.883,2850,6687 +"2123049175","20141210T000000",235000,3,1.5,1980,11214,"1",0,0,3,7,1980,0,1959,0,"98168",47.4696,-122.298,1510,9072 +"2025049064","20140915T000000",796000,3,1,1980,3243,"1.5",0,0,3,8,1980,0,1912,0,"98102",47.6429,-122.327,1380,1249 +"6046401105","20150423T000000",450000,2,1.5,1450,2550,"1",0,0,3,7,820,630,1984,0,"98103",47.6911,-122.348,1450,5100 +"3505100756","20141106T000000",2.05e+006,4,3,4280,18834,"1",0,4,5,11,2180,2100,1971,0,"98116",47.5811,-122.4,2490,8858 +"5468730110","20140508T000000",270000,4,2.5,1810,6509,"2",0,0,3,7,1810,0,1994,0,"98042",47.3531,-122.143,1760,7417 +"5154200015","20150414T000000",1.705e+006,3,3,2490,27702,"2",1,4,3,10,2490,0,2000,0,"98116",47.5596,-122.403,2580,12119 +"9285800590","20150309T000000",565000,3,1,1610,4108,"1.5",0,0,5,7,1610,0,1928,0,"98126",47.5704,-122.376,1680,4467 +"4083304190","20140804T000000",680000,1,2.5,1820,3008,"2",0,0,3,7,1090,730,1910,2004,"98103",47.6529,-122.339,1860,3420 +"2470100110","20140804T000000",5.57e+006,5,5.75,9200,35069,"2",0,0,3,13,6200,3000,2001,0,"98039",47.6289,-122.233,3560,24345 +"7574910490","20141114T000000",864500,4,2.5,3520,35991,"2",0,0,4,10,3520,0,1992,0,"98077",47.7437,-122.035,3210,35991 +"0868001030","20140915T000000",1.15e+006,4,2.25,3740,18000,"1",0,0,4,9,1870,1870,1951,0,"98177",47.7027,-122.378,2610,10902 +"8108600464","20140515T000000",335000,3,2.25,2150,30476,"2",0,0,3,7,2150,0,1991,0,"98188",47.4605,-122.277,2010,10800 +"3295610490","20150504T000000",911000,4,3.25,3526,15958,"2",0,0,3,10,3526,0,1997,0,"98075",47.567,-122.033,3639,15090 +"5013500110","20141112T000000",425000,2,1,1070,6625,"1",0,0,3,7,830,240,1950,0,"98116",47.5736,-122.393,1310,6625 +"3223069019","20141029T000000",299950,3,1,1410,81021,"1",0,0,3,7,1410,0,1949,1981,"98058",47.4303,-122.067,2000,81021 +"2725069085","20141208T000000",864000,4,2.5,3190,49658,"2",0,0,3,10,3190,0,1999,0,"98074",47.6216,-122.015,3040,49658 +"6821600265","20150305T000000",425000,2,1,1270,6000,"1",0,0,3,7,1270,0,1939,0,"98199",47.6482,-122.393,1770,6000 +"1471701780","20140814T000000",374950,4,1.5,1970,14490,"1.5",0,0,4,7,1970,0,1963,0,"98059",47.4612,-122.069,1880,14880 +"9835800750","20141203T000000",247000,3,2.25,1640,7630,"1",0,0,4,8,1180,460,1968,0,"98032",47.3739,-122.29,1930,7630 +"8835900015","20141212T000000",475000,3,1,1600,7161,"1",0,0,3,8,1600,0,1953,0,"98118",47.5507,-122.261,1760,8280 +"0806800110","20140801T000000",275000,3,2.5,3020,5868,"2",0,0,3,7,3020,0,2003,0,"98092",47.3361,-122.175,2710,5470 +"0826069002","20141029T000000",355000,2,1,1350,368517,"1",0,0,3,6,1350,0,1947,0,"98077",47.7617,-122.061,2330,104108 +"2222059064","20150318T000000",285000,4,1.75,1870,22072,"1",0,0,3,7,1070,800,1959,0,"98042",47.3775,-122.165,2100,10185 +"7781600100","20140905T000000",1.33875e+006,3,2.75,2730,38869,"1.5",1,4,3,9,1940,790,1963,2001,"98146",47.4857,-122.361,2630,28188 +"4047200265","20140811T000000",325000,2,1,1100,17817,"1",0,0,3,7,620,480,1980,0,"98019",47.7728,-121.9,1790,20009 +"2125059013","20150420T000000",1.67e+006,5,3.5,4320,40816,"2",0,0,4,11,4320,0,1997,0,"98004",47.644,-122.185,4320,44584 +"2011400583","20140606T000000",402000,3,2.5,2700,9994,"1",0,3,4,7,1350,1350,1959,0,"98198",47.397,-122.321,2470,10664 +"3526039160","20140814T000000",1.1e+006,3,3,3700,16857,"1",0,0,3,10,2170,1530,2000,0,"98117",47.6956,-122.392,2320,12000 +"8718500495","20140730T000000",375000,4,1.75,2190,9225,"1",0,0,4,7,1250,940,1959,0,"98028",47.7396,-122.256,2190,9225 +"3815500165","20140911T000000",396000,5,2.75,2840,12253,"1",0,0,3,7,1420,1420,1960,0,"98028",47.7618,-122.253,2210,11620 +"5104450690","20140716T000000",320000,4,2.75,2610,9077,"1",0,0,4,8,1310,1300,1987,0,"98058",47.4612,-122.147,1900,10500 +"7202260300","20140709T000000",610000,3,2.5,2630,5827,"2",0,0,3,8,2630,0,2001,0,"98053",47.688,-122.038,2330,4715 +"1423600300","20141117T000000",249950,3,1.5,1090,7698,"1",0,0,5,7,1090,0,1966,0,"98058",47.4553,-122.174,1540,7624 +"1796100015","20150423T000000",675000,4,3.5,3090,100835,"2",0,0,3,9,3090,0,1999,0,"98092",47.3087,-122.088,2400,50543 +"3874900090","20150326T000000",448000,2,2,1670,7772,"1",0,0,4,6,860,810,1919,0,"98126",47.5461,-122.377,1300,7770 +"4232902615","20150428T000000",819000,3,1,1300,3600,"2",0,0,3,7,1300,0,1900,0,"98119",47.6345,-122.366,2510,4800 +"3585900495","20141110T000000",1.25e+006,3,2.5,3670,18505,"1",0,4,3,10,2530,1140,1983,0,"98177",47.7588,-122.376,2920,20000 +"3790700110","20141201T000000",225000,4,2.5,1700,6031,"2",0,0,3,8,1700,0,1994,0,"98030",47.3582,-122.191,1930,6035 +"3626079040","20140730T000000",790000,2,3,2560,982278,"1",0,0,3,8,2560,0,2004,0,"98014",47.6955,-121.861,1620,40946 +"2461900375","20150414T000000",685000,4,2.5,2770,6000,"2",0,0,3,8,2400,370,1993,0,"98136",47.5536,-122.383,2120,6000 +"8651611690","20140620T000000",812000,3,3.25,3240,8338,"2",0,0,3,9,3240,0,2001,0,"98074",47.6321,-122.064,3420,8405 +"8682301050","20141202T000000",705000,2,2.5,2300,6400,"1",0,0,3,8,2300,0,2007,0,"98053",47.7196,-122.02,2300,6400 +"1858600042","20150429T000000",360000,4,3,2483,6870,"2",0,0,3,8,2483,0,2005,0,"98030",47.3627,-122.199,1943,6434 +"2767604252","20150112T000000",344000,1,1.5,760,779,"3",0,0,3,8,760,0,2006,0,"98107",47.6715,-122.382,1290,1189 +"1954700615","20141022T000000",825000,4,1.5,2040,6900,"2",0,0,3,9,2040,0,1903,0,"98112",47.6188,-122.285,3150,8220 +"6844702690","20150427T000000",476500,3,1,1200,6120,"1",0,0,4,7,950,250,1945,0,"98115",47.6929,-122.287,1550,6120 +"2695600195","20141124T000000",379500,2,1,960,5096,"1",0,0,5,7,960,0,1949,0,"98126",47.5314,-122.378,1760,4488 +"0426059055","20141003T000000",620000,3,1.75,2410,35236,"1",0,0,3,8,2410,0,1980,2001,"98072",47.7651,-122.166,2110,16980 +"1769600147","20140731T000000",477590,3,3.25,2260,7701,"2",0,0,3,8,1760,500,2000,0,"98146",47.5053,-122.377,1880,7529 +"9268200300","20140520T000000",490000,3,1,1910,8190,"1",0,0,4,7,1010,900,1946,0,"98117",47.697,-122.365,1600,5042 +"3052700855","20140628T000000",470000,3,1.5,1500,5000,"1.5",0,0,4,7,1140,360,1927,0,"98117",47.679,-122.373,1500,5000 +"9828702262","20140724T000000",500000,3,2.25,1360,1236,"2",0,0,3,8,1140,220,2006,0,"98112",47.6198,-122.299,1620,1231 +"1568100386","20140630T000000",370000,3,1,1320,7341,"1",0,0,3,7,1320,0,1982,0,"98155",47.7367,-122.295,1160,7573 +"4385700735","20150311T000000",790000,2,1.5,1940,4400,"1",0,0,3,7,970,970,1923,0,"98112",47.6371,-122.279,1480,3080 +"3425059206","20140624T000000",725000,4,2.5,2650,18295,"2",0,0,3,8,2650,0,1986,0,"98005",47.6075,-122.154,2230,19856 +"6848200018","20140528T000000",840000,4,2.75,3040,2800,"2",0,0,3,9,2100,940,1906,2014,"98102",47.6245,-122.327,1260,2178 +"3023049256","20140604T000000",390000,3,1,1240,11108,"1",0,0,4,7,1240,0,1952,0,"98166",47.4465,-122.354,2220,16533 +"4019301500","20140828T000000",507000,3,2.25,2210,11585,"1",0,0,4,7,1510,700,1958,0,"98155",47.7574,-122.279,1870,14092 +"0402000115","20141122T000000",263500,3,1.75,1540,6273,"1",0,0,4,6,770,770,1951,0,"98118",47.5305,-122.277,1140,5512 +"9206950110","20140712T000000",369000,3,2.5,1320,1683,"2",0,0,3,8,1270,50,2004,0,"98106",47.5357,-122.365,1320,2206 +"8106300820","20140814T000000",500000,3,2.5,3040,5326,"2",0,0,3,9,3040,0,2008,0,"98055",47.4472,-122.207,3040,5442 +"8082400011","20150406T000000",570000,2,1,910,4301,"1",0,0,4,7,910,0,1923,0,"98117",47.6814,-122.399,1810,4301 +"7137960110","20150306T000000",284000,4,3,2040,7145,"1",0,0,3,8,1490,550,1994,0,"98092",47.3275,-122.171,1940,7145 +"0546000820","20141110T000000",415000,2,1,980,4108,"1",0,0,3,7,980,0,1947,0,"98117",47.687,-122.381,1500,4046 +"3330500705","20140515T000000",197500,3,1,980,3090,"1.5",0,0,3,6,980,0,1903,0,"98118",47.5525,-122.277,980,3090 +"1454600266","20141027T000000",925000,4,3.75,4420,9492,"2",0,1,3,9,3420,1000,1962,2005,"98125",47.7211,-122.283,2880,9900 +"3335000025","20141112T000000",468000,3,2,1570,6300,"1",0,0,3,7,820,750,1953,2005,"98118",47.5565,-122.275,1510,4281 +"1454100056","20140715T000000",355000,3,1,1600,5001,"1.5",0,0,5,6,1080,520,1930,0,"98125",47.7232,-122.289,1340,5001 +"5035300090","20140812T000000",639000,4,1.75,1830,6000,"1",0,0,4,7,930,900,1939,0,"98199",47.6536,-122.41,1540,6000 +"7504050090","20150412T000000",720000,3,2.5,2820,14250,"2",0,0,3,11,2820,0,1991,0,"98074",47.6396,-122.054,2820,12600 +"0408100110","20140612T000000",381000,3,1.75,1800,6000,"1",0,0,5,6,900,900,1950,0,"98155",47.7505,-122.317,1060,6628 +"5701700011","20140523T000000",1.05e+006,3,4,4380,42769,"2",0,0,5,11,4380,0,1983,0,"98052",47.7167,-122.109,3630,35425 +"3629970930","20141111T000000",670000,3,3,2980,3730,"2",0,0,3,9,2980,0,2005,0,"98029",47.5533,-121.995,2710,3640 +"7017200110","20141028T000000",400000,3,1,1690,6658,"1",0,0,3,7,1690,0,1942,1982,"98133",47.7099,-122.35,1080,5925 +"4054500590","20140626T000000",910000,4,3.5,4040,50479,"2",0,0,3,11,4040,0,1987,0,"98077",47.7196,-122.048,3770,40899 +"2126059048","20150402T000000",294000,3,1,1250,9427,"1",0,0,3,6,1250,0,1931,0,"98034",47.7254,-122.175,1590,8250 +"0984200590","20150310T000000",315001,3,1.75,1500,10230,"1",0,0,2,7,1500,0,1968,0,"98058",47.4349,-122.168,1770,8374 +"9353300090","20140731T000000",360000,3,2,1630,10723,"1",0,0,5,7,1630,0,1959,0,"98059",47.4898,-122.133,1450,10723 +"0007600057","20140805T000000",520000,3,2,1410,2700,"2",0,0,4,7,1410,0,1902,0,"98122",47.6029,-122.302,1750,4000 +"2919701944","20141010T000000",474000,3,1,1140,4560,"1",0,0,4,6,770,370,1944,0,"98117",47.6889,-122.362,1340,3980 +"7202341110","20150313T000000",702000,4,2.5,3280,5876,"2",0,0,3,7,3280,0,2004,0,"98053",47.6802,-122.034,2600,5000 +"1122069019","20140826T000000",728000,4,3.5,3490,87497,"2",0,0,3,9,3490,0,2001,0,"98038",47.4028,-122.002,2400,55657 +"1565950090","20150305T000000",308000,4,2.5,2020,7277,"2",0,0,3,8,2020,0,1993,0,"98055",47.4318,-122.19,2820,7284 +"1724069059","20140524T000000",2e+006,5,4,4580,4443,"3",1,4,3,10,4580,0,2004,0,"98075",47.5682,-122.059,2710,4443 +"4137000110","20140725T000000",340000,3,2.5,2270,7917,"2",0,0,3,8,2270,0,1986,0,"98092",47.2643,-122.22,2160,7917 +"7849200945","20150401T000000",306500,2,1.75,1310,10200,"1",0,0,4,6,1310,0,1947,0,"98065",47.5231,-121.82,1500,7200 +"2397101270","20150126T000000",716000,3,2,1420,3600,"1.5",0,0,4,7,1420,0,1904,0,"98119",47.6367,-122.364,1250,3600 +"2726059100","20140909T000000",950000,4,3,2980,44431,"2",0,0,2,10,2640,340,1981,0,"98034",47.7154,-122.161,2010,7332 +"7202331500","20140829T000000",673200,5,3,4180,8561,"2",0,0,3,7,4180,0,2003,0,"98053",47.6833,-122.04,3425,6591 +"0439000090","20150323T000000",564500,4,2.25,1950,6000,"1",0,0,3,7,1350,600,1961,0,"98115",47.6909,-122.301,1980,6000 +"7788000100","20150206T000000",393000,4,1.75,1790,11801,"1",0,0,4,8,1790,0,1974,0,"98056",47.5172,-122.17,2000,12988 +"8658300315","20150312T000000",425000,5,1.75,1400,5071,"1",0,0,3,5,1400,0,1916,0,"98014",47.6499,-121.908,1200,7500 +"1723049567","20140730T000000",150000,3,1,1320,24684,"1",0,0,3,7,1320,0,1979,0,"98168",47.4771,-122.322,1120,21214 +"0621069039","20150220T000000",327000,4,2.25,1620,106722,"1",0,0,3,8,1200,420,1980,0,"98042",47.3394,-122.091,1620,38400 +"6806300750","20150318T000000",444900,4,2.5,3120,7448,"2",0,0,3,9,3120,0,1998,0,"98042",47.3645,-122.126,2980,8102 +"1898900100","20140722T000000",305000,4,2.5,2100,14773,"2",0,0,3,8,2100,0,1998,0,"98023",47.3045,-122.391,2370,15440 +"2767603931","20140818T000000",469000,3,3.25,1370,1194,"3",0,0,3,8,1370,0,2004,0,"98107",47.6718,-122.388,1800,2678 +"6072400820","20140926T000000",525000,3,1.75,1520,7875,"1",0,0,5,8,1520,0,1969,0,"98006",47.5569,-122.176,2150,9428 +"1922059396","20150404T000000",330000,3,2.5,2410,17424,"1",0,0,3,7,1630,780,1978,0,"98030",47.3741,-122.218,1530,11761 +"8818900300","20141002T000000",618000,4,1,1260,4080,"1",0,0,4,7,1260,0,1911,0,"98105",47.6644,-122.324,1340,4080 +"9264910900","20141117T000000",295500,4,2.5,2830,7350,"1",0,0,3,8,1690,1140,1982,0,"98023",47.3088,-122.341,2350,7768 +"3223039013","20140718T000000",567035,3,2,2064,46173,"2",0,0,5,7,2064,0,1903,0,"98070",47.4469,-122.455,1640,21780 +"5561300750","20140725T000000",518000,4,2.25,2640,34870,"1",0,0,3,8,1770,870,1977,0,"98027",47.4688,-122.009,2500,35580 +"9407111220","20150504T000000",303000,2,1,1020,9200,"1",0,0,3,7,1020,0,1978,0,"98045",47.4461,-121.769,1520,9600 +"1332200110","20140708T000000",300000,4,2.5,2200,8065,"2",0,0,3,7,2200,0,1998,0,"98031",47.4042,-122.213,2641,8535 +"2207200820","20141015T000000",413107,3,1.5,1420,7520,"1",0,0,4,7,1420,0,1956,0,"98007",47.601,-122.134,2000,7520 +"3362400615","20140820T000000",400000,3,1,1350,3090,"1.5",0,0,5,6,1350,0,1914,0,"98103",47.682,-122.348,1350,3090 +"3013300017","20150408T000000",535000,3,1,1290,6859,"1",0,0,4,7,1290,0,1941,0,"98136",47.5317,-122.387,1560,6369 +"1982200015","20140919T000000",555000,4,2,1680,2600,"1",0,0,5,7,840,840,1915,0,"98107",47.6648,-122.363,1680,3340 +"7140700300","20141119T000000",312000,3,2.5,2280,6386,"2",0,0,3,8,2280,0,2008,0,"98042",47.3861,-122.096,2550,4835 +"9363600457","20140603T000000",785200,3,2.25,1840,3500,"1.5",0,0,5,8,1540,300,1910,0,"98122",47.6063,-122.292,1800,3300 +"1245001220","20141016T000000",749000,4,2,2040,11850,"1",0,2,3,7,1020,1020,1959,0,"98033",47.6891,-122.208,2040,8504 +"0723049333","20150405T000000",285000,3,1.5,1490,10367,"1",0,0,3,7,1010,480,1957,0,"98146",47.4973,-122.347,1000,8254 +"7853301220","20140910T000000",425000,4,2.5,2440,5088,"2",0,0,3,7,2440,0,2007,0,"98065",47.5406,-121.889,2440,5762 +"8665900336","20140717T000000",360000,3,2,1930,15540,"1",0,0,3,8,1260,670,1958,0,"98155",47.7675,-122.307,1900,12123 +"1591000015","20150505T000000",260000,3,1,1200,6615,"1",0,0,4,7,1200,0,1954,0,"98106",47.5168,-122.351,1230,6615 +"7972601270","20140530T000000",369000,3,2,1550,8509,"1",0,0,3,7,1150,400,1959,0,"98106",47.5299,-122.344,1840,7620 +"1221039156","20140815T000000",275000,4,2.5,2180,11132,"1",0,0,4,8,1620,560,1978,0,"98023",47.3187,-122.367,1950,13801 +"0993001332","20140903T000000",407000,3,2.25,1430,1448,"3",0,0,3,8,1430,0,2005,0,"98103",47.6916,-122.341,1430,1383 +"7748000025","20150412T000000",575000,2,1.75,1230,5418,"1",0,0,3,8,990,240,1949,0,"98117",47.6839,-122.376,1330,5074 +"7871500485","20150427T000000",1.236e+006,3,1.5,1670,3852,"2",0,3,4,8,1670,0,1928,0,"98119",47.6411,-122.371,2320,4572 +"1370802540","20150108T000000",875000,2,2.5,2720,4913,"1",0,1,4,8,1700,1020,1936,0,"98199",47.6384,-122.404,2520,5303 +"1839500115","20140712T000000",320000,4,1.5,2220,6811,"1",0,0,4,7,1270,950,1961,0,"98056",47.5059,-122.193,1800,7350 +"4389201064","20140703T000000",810000,3,1.5,1520,9041,"1",0,0,4,7,1520,0,1954,0,"98004",47.6158,-122.213,3260,10020 +"1545805820","20150414T000000",274000,3,1.75,1590,7620,"1",0,0,4,7,1090,500,1984,0,"98038",47.3655,-122.048,1590,7620 +"0273800100","20141219T000000",239900,4,1.75,1480,9523,"1",0,0,3,7,1120,360,1959,0,"98030",47.3732,-122.217,1590,8300 +"7663700654","20141214T000000",450000,4,1.5,1860,7808,"1",0,0,3,7,1080,780,1953,0,"98125",47.7314,-122.3,1530,7884 +"3751606513","20140630T000000",263400,4,2,1360,60548,"1",0,0,3,6,960,400,1960,0,"98001",47.2718,-122.265,1930,28800 +"0399000025","20150415T000000",265000,3,1,1360,5967,"1",0,0,3,6,1360,0,1954,0,"98178",47.4973,-122.256,1360,6052 +"7130300785","20140616T000000",418000,4,3,2360,6250,"1",0,2,3,7,1460,900,1960,0,"98118",47.512,-122.249,2500,6250 +"3818700123","20140813T000000",390000,3,2,2360,5737,"2",0,0,3,8,2360,0,2003,0,"98028",47.7633,-122.262,1600,9163 +"7891600245","20150422T000000",430000,3,2,1860,7500,"1",0,0,3,7,930,930,1909,1950,"98106",47.5662,-122.364,1000,5000 +"5556300076","20150423T000000",1.4425e+006,3,2.25,2630,9705,"2.5",0,2,4,8,2630,0,1987,0,"98052",47.6485,-122.121,2640,14284 +"3421069118","20141120T000000",297000,2,1.75,1280,37373,"1",0,0,4,7,1280,0,1996,0,"98022",47.2631,-122.019,2180,48351 +"7280300042","20150401T000000",650000,4,2.25,2330,7220,"2",0,1,3,8,1600,730,1988,0,"98177",47.7764,-122.386,2220,9100 +"9368700031","20140509T000000",195000,2,1,720,18000,"1",0,0,3,6,720,0,1950,0,"98178",47.5054,-122.261,1250,7925 +"3223069118","20140616T000000",554000,3,3.5,3380,108900,"2",0,0,3,9,2700,680,1999,0,"98058",47.4316,-122.075,2250,130680 +"2522029039","20140929T000000",550000,3,2,3650,843309,"2",0,0,4,7,3650,0,1991,0,"98070",47.3627,-122.496,1870,273992 +"7977200590","20150219T000000",700000,3,1.75,1640,4590,"1.5",0,0,5,7,1640,0,1951,0,"98115",47.6846,-122.294,1760,5100 +"3124089086","20141002T000000",300000,4,1,1730,177657,"1.5",0,0,3,5,1730,0,1948,0,"98065",47.5163,-121.829,1400,45175 +"1568100215","20141007T000000",315000,2,1,1030,8576,"1.5",0,0,5,6,1030,0,1952,0,"98155",47.7352,-122.295,1310,8504 +"5364200649","20141008T000000",603000,3,1,1790,5250,"1",0,0,3,7,1400,390,1943,0,"98105",47.6627,-122.276,1790,5250 +"2771601730","20140629T000000",530000,2,1,840,3400,"1",0,2,4,7,840,0,1924,0,"98119",47.6403,-122.372,2000,4000 +"7201800300","20140909T000000",397500,3,1.75,1300,8480,"1",0,0,3,7,1300,0,1969,0,"98052",47.6991,-122.13,1740,7280 +"7224500300","20150325T000000",221000,3,1,1240,5250,"1.5",0,0,4,6,1240,0,1904,0,"98055",47.4917,-122.206,1240,5250 +"3876312350","20141202T000000",466000,4,2.25,2170,8050,"1",0,0,3,7,1220,950,1976,0,"98072",47.7354,-122.174,1820,7700 +"0853000261","20140619T000000",197500,3,1,1330,5412,"2",0,0,5,7,1330,0,1905,0,"98022",47.2053,-121.993,1710,10825 +"7165700110","20150507T000000",280000,3,3,1390,1080,"2",0,0,3,7,1140,250,2006,0,"98118",47.5325,-122.282,1450,1461 +"5708500208","20141003T000000",412000,2,1.5,1240,3873,"1",0,0,4,6,860,380,1909,0,"98116",47.5752,-122.388,1240,4336 +"5014000215","20140818T000000",454000,2,1,880,6731,"1",0,0,4,7,880,0,1950,0,"98116",47.5694,-122.395,1240,6731 +"2126079014","20140512T000000",540000,4,2.25,2540,228254,"1",0,0,3,8,1450,1090,1990,0,"98019",47.719,-121.912,1780,59241 +"5595900090","20140609T000000",250000,5,1.5,2520,5753,"1.5",0,0,4,7,1510,1010,1928,0,"98022",47.2058,-121.997,1620,6875 +"1445500100","20150511T000000",900000,5,2.25,2510,35691,"1",0,0,3,9,2510,0,1967,0,"98005",47.6435,-122.154,3160,35037 +"4270600025","20140513T000000",245000,5,1.75,2020,7902,"1",0,0,3,7,1220,800,1962,0,"98168",47.51,-122.327,2220,8819 +"3546000490","20141007T000000",290000,3,1.75,2060,7251,"1",0,0,3,7,1350,710,1987,0,"98030",47.3569,-122.175,1520,7582 +"0423049067","20150205T000000",160000,2,1,930,7742,"1",0,0,3,6,930,0,1933,0,"98168",47.507,-122.302,2240,8723 +"9272201250","20150330T000000",1.26e+006,2,1.5,2700,7225,"1.5",0,4,3,8,1660,1040,1910,2008,"98116",47.5892,-122.383,2970,5150 +"3226049184","20150327T000000",325000,2,1,1060,6050,"1",0,0,3,7,940,120,1939,0,"98125",47.7028,-122.321,1540,5279 +"5381000082","20150108T000000",185000,2,1,670,6750,"1",0,0,4,5,670,0,1947,0,"98188",47.4521,-122.283,1700,11520 +"0475000750","20140925T000000",477000,3,2,1750,4990,"1",0,0,3,7,950,800,1916,0,"98107",47.6667,-122.361,1700,5000 +"1900000195","20140630T000000",100000,2,1,930,7623,"1",0,0,2,6,930,0,1942,0,"98166",47.467,-122.349,1300,7641 +"5162100820","20150504T000000",345000,4,2.5,2420,11481,"1",0,0,3,8,1370,1050,1985,0,"98003",47.341,-122.318,2290,8985 +"6113400047","20150331T000000",530000,4,2.25,2410,14985,"1",0,1,4,7,1950,460,1965,0,"98166",47.4278,-122.343,2510,15256 +"7460000015","20140620T000000",203000,3,1,1150,7156,"1",0,0,4,6,1150,0,1953,0,"98168",47.4864,-122.317,1210,7156 +"7202340820","20141028T000000",599000,4,2.5,2480,5000,"2",0,0,3,7,2480,0,2004,0,"98053",47.6811,-122.035,2410,5000 +"5393601690","20140720T000000",370000,4,1,1310,6000,"1.5",0,0,3,7,1310,0,1940,0,"98144",47.5822,-122.295,1630,6000 +"7686203275","20150227T000000",140000,3,1,1240,8000,"1",0,0,4,6,1040,200,1954,0,"98198",47.4204,-122.316,1240,8000 +"2490200165","20140623T000000",500000,3,1,1150,5100,"2",0,0,3,8,1150,0,1911,2005,"98136",47.5349,-122.384,1440,5100 +"0597000195","20150203T000000",527200,3,1.75,1460,4000,"1",0,2,4,7,730,730,1929,0,"98144",47.5768,-122.307,1360,4000 +"5119010090","20140510T000000",549900,5,2.75,3060,7015,"1",0,0,5,8,1600,1460,1979,0,"98146",47.5052,-122.372,2190,7600 +"1873100490","20150502T000000",760000,4,2.5,3520,8095,"2",0,0,3,9,3520,0,2006,0,"98052",47.7065,-122.109,2460,4676 +"3336001911","20140728T000000",319000,2,1,960,4400,"1",0,0,4,7,960,0,1951,0,"98118",47.5269,-122.264,1520,5000 +"1922059445","20140623T000000",362300,3,2.5,2430,15264,"2",0,0,3,8,2430,0,1997,0,"98030",47.3805,-122.208,2260,10416 +"7203600750","20150427T000000",421000,3,2.5,1930,4505,"1",0,3,4,7,1440,490,1973,0,"98198",47.3459,-122.326,1550,4505 +"6021503740","20150304T000000",690000,3,1,1090,4000,"1.5",0,0,4,7,1090,0,1945,0,"98117",47.6846,-122.386,1520,4000 +"3324069058","20140828T000000",640000,3,2.5,2790,31798,"1",0,0,5,8,1650,1140,1953,0,"98027",47.5241,-122.039,1400,14849 +"7345310100","20141208T000000",238000,4,1.75,1650,6900,"1",0,0,3,7,910,740,1978,1993,"98002",47.2802,-122.211,1540,7645 +"6398000011","20140602T000000",789000,3,3,3740,39640,"2",0,2,3,10,3740,0,1991,0,"98070",47.4036,-122.462,2930,26136 +"5460600110","20150423T000000",1.05e+006,6,4,5310,12741,"2",0,2,3,10,3600,1710,1967,0,"98040",47.5696,-122.213,4190,12632 +"9478500590","20150408T000000",302500,3,2.5,1690,4476,"2",0,0,3,7,1690,0,2008,0,"98042",47.3663,-122.114,2250,4488 +"8645501091","20150311T000000",259950,4,1.75,1400,7920,"1",0,0,3,7,1400,0,1963,0,"98058",47.4658,-122.184,1910,7700 +"8099800590","20140620T000000",456000,3,1.5,1440,28516,"1",0,0,4,7,1440,0,1975,0,"98075",47.5829,-122.005,2080,27049 +"0339600090","20140925T000000",369950,3,2.5,1360,3718,"2",0,0,3,7,1360,0,1987,0,"98052",47.6827,-122.097,1090,3718 +"3522029031","20140516T000000",363750,3,1.75,1726,197326,"2",0,0,4,7,1726,0,1982,0,"98070",47.3484,-122.505,2114,99316 +"0725079058","20140811T000000",585000,3,1.75,2220,216493,"1",0,2,3,8,2220,0,1989,0,"98014",47.6624,-121.951,2900,169884 +"0104530110","20141008T000000",268000,3,2.5,1850,6676,"2",0,0,3,7,1850,0,1986,0,"98023",47.3103,-122.36,1700,6663 +"6852700246","20140923T000000",1.2e+006,5,2.5,2860,4000,"2",0,0,4,8,2160,700,1910,0,"98102",47.6225,-122.318,1340,1224 +"2124700015","20140716T000000",345000,3,1,1120,10176,"1",0,0,3,6,920,200,1905,0,"98118",47.5235,-122.277,1350,7500 +"8665900291","20150225T000000",539000,4,2.5,2340,19850,"2",0,0,3,9,2340,0,1993,0,"98155",47.7672,-122.306,1930,15439 +"8965500820","20140702T000000",851000,5,3.25,3760,9792,"2",0,0,3,9,2550,1210,1984,0,"98006",47.5654,-122.115,2960,16500 +"1024000100","20150408T000000",900000,3,2.5,1920,7200,"2",0,2,3,10,1780,140,1997,0,"98116",47.5709,-122.408,2080,5000 +"6132600165","20140703T000000",850000,3,2.5,3230,5000,"2",0,2,5,8,2430,800,1945,0,"98117",47.7011,-122.389,1820,5000 +"4040800090","20140506T000000",390000,3,1.75,1260,6500,"1",0,0,4,7,1260,0,1966,0,"98008",47.6224,-122.116,1500,7700 +"3432500215","20140610T000000",345000,3,1.75,1540,6909,"1",0,0,4,7,920,620,1955,0,"98155",47.7451,-122.313,1130,6908 +"3630030110","20140616T000000",534500,3,2.5,1700,3150,"2",0,0,3,8,1700,0,2005,0,"98029",47.5505,-121.998,1700,3600 +"9297300740","20141118T000000",643500,6,5.25,3600,3960,"2",0,0,3,7,2400,1200,1971,0,"98126",47.5656,-122.372,1450,4600 +"3592500866","20150402T000000",1.2065e+006,3,2.75,3150,5520,"1.5",0,0,4,8,2130,1020,1925,0,"98112",47.6345,-122.302,3160,6200 +"5019500215","20150115T000000",495000,2,1.75,1280,4000,"1",0,0,4,7,730,550,1929,0,"98116",47.5798,-122.383,2250,5382 +"3290800215","20140730T000000",535000,2,1,980,4120,"1",0,0,3,7,830,150,1950,2014,"98115",47.6815,-122.291,1760,4120 +"7853230590","20141029T000000",435000,4,2.5,2190,6578,"2",0,0,3,7,2190,0,2004,0,"98065",47.5305,-121.847,2190,5416 +"1221000490","20141113T000000",305000,4,2,2470,1831,"2",0,0,3,7,1970,500,2009,0,"98166",47.4645,-122.337,1310,7500 +"5210200077","20140619T000000",799000,4,2.5,2590,7910,"2",0,0,3,9,2590,0,2001,0,"98115",47.6978,-122.284,1700,7488 +"3275880100","20141113T000000",700000,4,2.5,2580,15031,"2",0,0,3,9,2580,0,1999,0,"98052",47.6895,-122.094,3030,10361 +"2767704345","20140520T000000",467000,3,2.25,1270,1213,"2",0,0,3,8,1040,230,2005,0,"98107",47.6736,-122.375,1410,1265 +"1432701380","20150407T000000",263000,3,1,1250,7560,"1",0,0,3,6,1250,0,1959,0,"98058",47.4493,-122.173,1270,7615 +"1564000740","20140820T000000",760000,4,2.5,4660,7157,"2",0,0,3,9,3020,1640,2003,0,"98059",47.5352,-122.156,3300,7047 +"8141300300","20150207T000000",293000,4,2.5,2019,4435,"2",0,3,3,8,2019,0,2008,0,"98022",47.1958,-121.974,1950,4800 +"1388600110","20140821T000000",245000,3,2,1490,7929,"1",0,0,3,7,1490,0,1989,0,"98002",47.2875,-122.218,1650,7929 +"3523029059","20140731T000000",181000,2,1.5,1560,10807,"1",0,0,2,7,1560,0,1949,0,"98070",47.4444,-122.509,1660,196591 +"1061500110","20150423T000000",240000,3,1,1030,15264,"1",0,0,4,7,1030,0,1962,0,"98056",47.5016,-122.168,1430,14840 +"7555210100","20141117T000000",880000,4,2.75,2560,7961,"1",0,2,4,8,1450,1110,1975,0,"98033",47.6499,-122.199,2500,9009 +"9407150100","20140625T000000",285000,3,2,1460,6377,"1",0,0,3,7,1460,0,1995,0,"98038",47.3679,-122.02,1600,6250 +"6414100721","20150416T000000",407500,2,1,770,6017,"1",0,0,3,7,770,0,1950,0,"98125",47.7223,-122.321,1670,7500 +"4307340490","20140812T000000",325000,4,2.5,1960,3543,"2",0,0,3,7,1960,0,2004,0,"98056",47.4849,-122.184,2420,3646 +"4022900569","20141017T000000",405000,3,1.75,1900,10454,"1",0,0,3,7,1390,510,1978,0,"98155",47.7748,-122.291,2000,12000 +"2114700115","20150407T000000",291700,3,2.5,1970,4120,"1.5",0,0,3,6,1230,740,1927,0,"98106",47.5328,-122.346,1470,4080 +"2320069364","20141016T000000",370000,3,2.5,2490,18525,"2",0,3,3,8,2490,0,1995,0,"98022",47.2119,-122.001,1850,9516 +"4331400090","20140528T000000",270000,3,1.5,1430,8960,"1",0,0,4,6,1430,0,1953,0,"98166",47.4759,-122.349,1560,10125 +"3886902870","20140527T000000",800000,4,2.5,2680,7200,"1",0,0,3,8,1380,1300,1952,2013,"98033",47.6835,-122.187,1950,8520 +"9136102680","20140923T000000",626500,3,1.75,1610,3210,"1",0,0,5,7,910,700,1928,0,"98103",47.6656,-122.335,1420,3210 +"2581900165","20141021T000000",1.13e+006,4,3.5,4300,8406,"2",0,1,3,11,3580,720,1987,0,"98040",47.5396,-122.214,2770,10006 +"3793501050","20140822T000000",399950,4,2.5,3200,7545,"2",0,0,3,7,3200,0,2003,0,"98038",47.3666,-122.03,2840,7137 +"0619000100","20140724T000000",419000,3,1.75,2140,15030,"1",0,0,4,7,1570,570,1958,0,"98166",47.4181,-122.338,2170,15030 +"4178700100","20140715T000000",1.16e+006,4,2.5,4240,43995,"2",0,0,3,10,4240,0,1989,0,"98075",47.6008,-122.044,3720,59522 +"3225059223","20140519T000000",1.405e+006,4,3.5,3410,10769,"2",0,0,3,10,3410,0,2008,0,"98004",47.6081,-122.198,2650,10058 +"3885805325","20140731T000000",710000,4,2.75,2090,8064,"2",0,0,5,7,2090,0,1967,0,"98033",47.6829,-122.195,1460,8400 +"4151800195","20150330T000000",650000,3,1,1410,4840,"1",0,2,4,6,1230,180,1942,0,"98033",47.6646,-122.204,1410,5400 +"1137300690","20150220T000000",369900,4,2.5,2820,33750,"2",0,0,4,9,2820,0,1984,0,"98072",47.7387,-122.096,2510,36180 +"0203600590","20140627T000000",641000,4,2.5,2770,63118,"2",0,0,3,9,2770,0,1997,0,"98014",47.6622,-121.961,2770,44224 +"7745500015","20150318T000000",403000,3,1,1400,6879,"1",0,0,3,7,1400,0,1951,0,"98155",47.7508,-122.286,1950,7400 +"1370802600","20140703T000000",1.015e+006,3,3.25,3620,4000,"2",0,0,3,10,2730,890,2005,0,"98199",47.6393,-122.403,1910,5000 +"5452800645","20140922T000000",865000,4,2.5,2260,13600,"1",0,0,4,8,1770,490,1974,0,"98040",47.5436,-122.233,2630,13995 +"1324049015","20141111T000000",2.485e+006,4,2.5,3440,23954,"1.5",1,3,5,10,2260,1180,1931,0,"98040",47.5636,-122.231,4230,18723 +"7645900165","20141016T000000",810000,4,1,2150,3588,"2",0,3,4,8,1850,300,1926,0,"98126",47.5767,-122.378,1950,3588 +"6798100652","20140715T000000",316750,3,2.5,1256,1154,"3",0,0,3,7,1256,0,2005,0,"98125",47.7146,-122.311,1309,1232 +"1023079147","20140820T000000",652500,4,2.25,2220,130244,"2",0,0,3,8,2220,0,1989,0,"98027",47.4989,-121.9,2680,130680 +"7972601250","20150204T000000",360000,6,2.75,2850,15240,"1",0,0,3,7,1850,1000,1962,0,"98106",47.5288,-122.345,2090,7620 +"0421000215","20150416T000000",208000,2,1,700,5100,"1",0,0,4,5,700,0,1953,0,"98056",47.4957,-122.168,970,5811 +"4054520100","20150210T000000",898000,4,2.5,3700,63991,"2",0,0,3,10,3700,0,1992,0,"98077",47.7319,-122.051,3210,47215 +"3579700015","20150227T000000",295000,4,1.75,1400,11934,"1",0,0,3,7,1050,350,1961,0,"98028",47.7346,-122.244,2080,10400 +"9310300215","20150506T000000",652500,4,1.75,3130,18253,"2",0,0,3,7,3130,0,1978,0,"98133",47.7402,-122.348,1850,12220 +"3905081800","20140725T000000",560000,4,3,2170,5764,"2",0,0,3,8,2170,0,1992,0,"98029",47.5673,-121.999,2010,5681 +"7236100025","20150504T000000",280000,3,1,1020,8400,"1",0,0,4,7,1020,0,1957,0,"98056",47.4905,-122.18,1690,8030 +"2023049206","20140630T000000",289950,3,2.5,1760,8584,"1.5",0,0,5,7,1760,0,1937,0,"98148",47.4612,-122.325,2160,8584 +"3223059015","20150410T000000",397500,3,2.5,1860,44093,"1",0,0,3,7,1860,0,1978,0,"98055",47.4381,-122.188,1900,6130 +"1726069064","20150324T000000",380000,2,1,1140,75132,"1",0,0,3,7,1140,0,1956,0,"98077",47.7349,-122.074,2570,35200 +"1423089162","20141031T000000",415900,3,2.5,1670,22703,"1",0,0,3,7,1310,360,1988,0,"98045",47.4708,-121.756,1510,16817 +"8024201503","20140716T000000",475000,2,1.75,1710,8645,"1",0,0,4,7,1510,200,1923,0,"98115",47.7005,-122.313,1280,5366 +"0859000110","20141002T000000",125000,1,1,500,7440,"1",0,0,1,5,500,0,1928,0,"98106",47.5252,-122.362,1350,7440 +"2322059039","20140821T000000",238000,3,1,1470,32670,"1",0,0,3,7,1020,450,1958,0,"98042",47.3811,-122.144,2640,24100 +"2023049245","20140820T000000",296000,4,1.5,1370,9750,"1",0,0,3,7,1070,300,1953,0,"98168",47.4718,-122.323,1540,9789 +"0114100745","20140506T000000",475000,6,3,3470,117612,"1.5",0,0,3,7,3470,0,1924,0,"98028",47.7663,-122.234,2120,17100 +"2391601380","20150223T000000",390000,3,2.25,1650,6250,"1.5",0,0,3,7,1650,0,1910,0,"98116",47.5639,-122.4,2060,6250 +"2313900740","20141119T000000",425000,3,1,1180,3750,"1",0,0,3,6,1030,150,1940,0,"98116",47.5726,-122.382,1280,3750 +"9521101015","20140626T000000",725000,6,3,3110,5000,"1.5",0,0,5,7,1810,1300,1921,0,"98103",47.6631,-122.348,1600,4000 +"1036400110","20140702T000000",605000,3,2.25,2080,12134,"1",0,0,4,8,1530,550,1973,0,"98052",47.6315,-122.102,2320,12400 +"2572400100","20141105T000000",302000,3,1,1600,1950,"2",0,0,2,7,1600,0,1906,0,"98122",47.6028,-122.312,1310,1138 +"6821600300","20150318T000000",886000,3,2.25,2380,6000,"2",0,0,5,9,1650,730,1931,0,"98199",47.6472,-122.393,2000,6000 +"9547205225","20140814T000000",540000,4,1.75,1630,6120,"1",0,0,5,7,980,650,1918,0,"98115",47.6821,-122.31,1630,4080 +"3876312490","20150414T000000",435000,4,2.25,1910,8400,"2",0,0,3,7,1910,0,1975,0,"98072",47.7352,-122.175,1910,8400 +"1591600044","20141010T000000",409000,4,3.25,3140,10752,"2",0,0,3,7,2300,840,1992,0,"98146",47.5022,-122.363,1300,9920 +"7201800090","20150106T000000",405000,3,1,1250,7280,"1",0,0,3,7,1250,0,1975,0,"98052",47.6986,-122.129,1690,7280 +"4221270100","20140611T000000",560200,3,2.5,1990,3984,"2",0,0,3,8,1990,0,2004,0,"98075",47.5914,-122.017,2320,3984 +"2473410690","20140623T000000",324000,4,1.75,2110,7208,"1",0,0,3,8,1170,940,1975,0,"98058",47.4464,-122.129,1820,7208 +"7300410110","20140519T000000",390000,4,2.5,2490,8290,"2",0,0,3,9,2490,0,1999,0,"98092",47.3305,-122.171,2690,7008 +"7224500090","20150407T000000",414000,2,1,800,5000,"1",0,0,3,6,800,0,1938,0,"98055",47.4914,-122.204,1220,5000 +"7852000110","20140903T000000",441500,3,2.5,2360,4670,"2",0,0,3,7,2360,0,1998,0,"98065",47.537,-121.871,2420,5620 +"4302200590","20150309T000000",375000,3,2.5,1770,5146,"2",0,0,3,7,1770,0,1992,0,"98106",47.5263,-122.356,1230,5160 +"8635750090","20140602T000000",668500,4,2.5,2710,5500,"2",0,0,3,9,2710,0,1999,0,"98074",47.6027,-122.023,2710,6242 +"1133000100","20141007T000000",540000,5,1.5,1940,10202,"1.5",0,0,4,7,1940,0,1940,0,"98125",47.7213,-122.31,1900,8000 +"7631800025","20140606T000000",1.035e+006,4,3.25,3450,11240,"2",0,3,4,10,2430,1020,1960,2001,"98166",47.4556,-122.372,2412,19499 +"2998800110","20150325T000000",1.345e+006,4,3.25,3440,4920,"2",0,4,3,10,2520,920,2014,0,"98116",47.5727,-122.409,2350,5166 +"2432000110","20140507T000000",758000,4,2.75,2410,9549,"1",0,0,4,7,1780,630,1956,0,"98033",47.6503,-122.197,2090,9549 +"0824059140","20140527T000000",949880,4,2.25,2290,10687,"2",0,0,3,9,2290,0,1978,0,"98004",47.5878,-122.202,2290,10300 +"4229400015","20150507T000000",570000,3,1,1030,4089,"1.5",0,0,3,7,1030,0,1927,0,"98116",47.574,-122.385,1440,4917 +"7805450110","20140506T000000",736000,4,2.5,2290,12047,"2",0,0,4,9,2290,0,1988,0,"98006",47.5599,-122.105,3130,15666 +"9839301055","20140626T000000",670000,3,1.5,1490,4400,"1.5",0,0,4,7,1490,0,1906,0,"98122",47.6113,-122.292,1560,4400 +"9471201110","20150406T000000",1.13e+006,4,1.75,2370,8400,"1",0,0,5,9,1270,1100,1949,0,"98105",47.6716,-122.264,2370,8400 +"1189000645","20141022T000000",650000,4,2,1930,3976,"1.5",0,0,4,8,1930,0,1914,0,"98122",47.6117,-122.297,1470,4080 +"6788201015","20140616T000000",690000,2,1.75,1600,4000,"1",0,0,5,7,850,750,1918,0,"98112",47.6408,-122.3,1860,4000 +"0425069147","20150313T000000",610000,4,2.25,2240,45738,"2",0,0,3,7,2240,0,1988,0,"98053",47.687,-122.047,3180,45738 +"9268200600","20140519T000000",413500,2,1,770,4000,"1",0,0,5,5,770,0,1924,0,"98117",47.6959,-122.364,1420,5040 +"9201000100","20150414T000000",765000,3,2.5,2300,9752,"2",0,2,3,8,2300,0,1968,2003,"98075",47.5825,-122.076,2640,10764 +"4140930110","20141210T000000",828200,4,2.75,3400,7081,"2",0,0,3,9,3400,0,2001,0,"98006",47.5661,-122.123,3060,7081 +"7226000110","20140726T000000",205000,2,1,900,4397,"1",0,0,3,6,900,0,1918,0,"98055",47.4851,-122.205,1430,4500 +"4358700100","20141202T000000",465000,3,2.5,1450,5175,"1",0,0,3,8,1030,420,1995,0,"98133",47.7082,-122.338,1740,9250 +"2228900195","20150311T000000",556000,4,2.5,2240,5402,"2",0,0,3,8,2240,0,2005,0,"98133",47.772,-122.35,2240,7560 +"3905100740","20140608T000000",540000,4,2.5,1780,4169,"2",0,0,3,8,1780,0,1994,0,"98029",47.5695,-122.006,1830,4164 +"3295900490","20140729T000000",423000,4,2.5,2320,4254,"2",0,0,3,8,2320,0,2004,0,"98059",47.48,-122.137,2330,4602 +"7379700051","20150410T000000",375000,3,1.75,1590,14766,"1",0,0,3,8,1590,0,1963,0,"98007",47.5902,-122.147,2040,10190 +"7348200195","20141209T000000",173250,3,1,990,12696,"1.5",0,0,3,7,990,0,1936,0,"98168",47.4776,-122.279,1260,8937 +"4047200300","20150205T000000",599900,3,1.5,2605,12030,"1",0,0,3,8,1355,1250,2003,0,"98019",47.7725,-121.899,1590,15242 +"4242900215","20140618T000000",646000,5,2.75,2870,4461,"1",0,0,3,7,1650,1220,1976,0,"98107",47.675,-122.39,1890,4196 +"7851980100","20140605T000000",1.075e+006,5,4.75,5180,17811,"2",0,2,3,11,4070,1110,2001,0,"98065",47.5405,-121.868,3960,15103 +"9126101645","20140610T000000",558000,4,2,2180,3870,"1",0,0,3,7,1020,1160,1900,0,"98122",47.6089,-122.303,1520,2580 +"2695600375","20141110T000000",354000,2,1,850,5225,"1",0,0,3,7,850,0,1949,0,"98126",47.5311,-122.38,1230,5225 +"6648150090","20150108T000000",1.195e+006,4,4,4050,9517,"2",0,0,3,11,3360,690,1990,0,"98040",47.5769,-122.215,3330,9436 +"1189000245","20150331T000000",670000,4,2,2250,4200,"1.5",0,0,3,7,1650,600,1909,0,"98122",47.6136,-122.297,1200,3360 +"1169000057","20141006T000000",1.125e+006,6,4.25,3100,9378,"3",0,2,3,11,3100,0,1978,0,"98112",47.6381,-122.314,3270,6334 +"4013800131","20140807T000000",267500,2,1,1747,12250,"2.5",0,0,4,6,1747,0,1948,0,"98001",47.3282,-122.285,1620,10300 +"1787270090","20150225T000000",299800,4,2.5,2410,4708,"2",0,0,3,8,2410,0,2002,0,"98092",47.3229,-122.182,2517,5290 +"4037200735","20150414T000000",430000,4,1.75,2070,9120,"1",0,0,4,7,1250,820,1958,0,"98008",47.6045,-122.123,1650,8400 +"4083302370","20150313T000000",775000,5,1,1860,3040,"1.5",0,0,3,7,1530,330,1921,0,"98103",47.6559,-122.339,1910,3600 +"4319200820","20150122T000000",333000,3,1,950,5214,"1",0,0,3,7,830,120,1944,0,"98126",47.5362,-122.379,1490,7636 +"7663700551","20150407T000000",336000,3,2,1060,11765,"1",0,0,4,6,1060,0,1951,0,"98125",47.7333,-122.302,1500,9151 +"6821102350","20150109T000000",323000,2,1,880,1712,"2",0,0,4,7,880,0,1945,0,"98199",47.6475,-122.397,1360,1748 +"0723069089","20140715T000000",575000,4,2.5,2550,56628,"2",0,0,3,9,2550,0,2001,0,"98027",47.4913,-122.081,1870,56628 +"8165500110","20141205T000000",328000,2,2.25,1550,2079,"2",0,0,3,8,1550,0,2008,0,"98106",47.54,-122.368,1420,1977 +"8081900195","20141210T000000",572500,3,1,1590,4600,"1.5",0,0,4,7,1290,300,1926,0,"98117",47.6807,-122.399,1770,4350 +"2878601425","20140522T000000",600000,3,1.75,1650,5100,"1",0,0,5,7,1040,610,1908,0,"98115",47.6873,-122.321,1540,5100 +"5104512070","20150420T000000",412000,4,3,2430,7242,"2",0,0,3,8,2430,0,2003,0,"98038",47.3533,-122.015,2430,7242 +"3885802970","20141203T000000",827500,3,2.5,1810,7200,"1",0,0,5,7,1310,500,1960,0,"98033",47.6885,-122.211,2050,7200 +"3021049140","20150325T000000",300000,4,2.5,2890,17349,"2",0,0,3,8,2890,0,1994,0,"98023",47.2822,-122.34,2330,22356 +"5249801720","20141113T000000",415000,3,2.5,1280,5040,"2",0,0,4,7,1280,0,1985,0,"98118",47.5611,-122.276,1500,5040 +"2025049006","20141112T000000",750000,7,2.75,3410,4056,"1.5",0,0,4,8,2130,1280,1906,0,"98102",47.6454,-122.316,2510,4056 +"7575700015","20140710T000000",800000,3,2.75,2220,4000,"2",0,0,3,8,1700,520,1914,2000,"98122",47.617,-122.291,1800,4000 +"2724049146","20150317T000000",420000,3,1,1060,6000,"1",0,0,3,8,1060,0,1954,0,"98118",47.5427,-122.275,1240,7874 +"8074200100","20141015T000000",266000,3,1.5,1120,8250,"1",0,0,4,7,1120,0,1957,0,"98056",47.4905,-122.179,1320,8400 +"1517900100","20141021T000000",499000,4,2.5,2680,10590,"2",0,0,3,8,2680,0,2004,0,"98019",47.7377,-121.97,2330,5566 +"2391602250","20140626T000000",440000,4,1.5,1770,5750,"2",0,0,3,7,1770,0,1947,0,"98116",47.5621,-122.394,970,5750 +"7635801311","20140623T000000",495000,3,2,2950,12196,"2",0,0,4,7,2310,640,1918,0,"98166",47.4702,-122.365,2320,19844 +"3362401295","20150330T000000",630000,2,1.75,1260,5300,"1",0,0,4,7,840,420,1951,0,"98103",47.6809,-122.348,1280,3000 +"3303230110","20140804T000000",424000,3,1.75,1430,6818,"1",0,0,5,7,1430,0,1972,0,"98034",47.7271,-122.196,1480,7210 +"1522600100","20140604T000000",760000,4,2.5,2730,36183,"2",0,0,3,9,2730,0,1986,0,"98052",47.7036,-122.127,2710,5964 +"6646200090","20140819T000000",650000,4,3.5,3270,15704,"2",0,0,3,9,2110,1160,1990,0,"98074",47.6256,-122.042,3020,8582 +"2522059112","20140507T000000",248500,4,1.75,1720,10018,"1",0,0,5,7,1720,0,1960,0,"98042",47.3614,-122.119,1220,10018 +"3205100110","20150421T000000",379600,3,1.75,1270,12420,"1",0,0,4,7,1270,0,1962,0,"98056",47.5387,-122.179,1560,9910 +"6414100025","20140721T000000",538000,4,2.5,3260,10032,"1",0,0,3,8,1960,1300,1978,0,"98125",47.7203,-122.323,1802,7249 +"3529000930","20140616T000000",530000,4,2.5,2050,6360,"2",0,0,3,8,2050,0,1988,0,"98029",47.5641,-122.011,2070,7541 +"4141400100","20150120T000000",545000,4,2.25,2050,9720,"2",0,0,3,8,2050,0,1967,0,"98008",47.5911,-122.119,2310,9680 +"9562200090","20140624T000000",925000,4,3,3580,35261,"1.5",0,0,3,10,3580,0,1985,0,"98072",47.7577,-122.134,3540,36750 +"7399800110","20141209T000000",565000,4,2.75,1960,48787,"1.5",0,0,4,9,1960,0,1983,0,"98072",47.7484,-122.111,1970,36425 +"6917700356","20140514T000000",405100,2,1,840,3522,"1",0,0,3,6,840,0,1947,0,"98199",47.6575,-122.395,1390,4800 +"4040800600","20140609T000000",502000,3,1.75,1300,8800,"1",0,0,4,8,1300,0,1963,0,"98008",47.6199,-122.116,1350,8800 +"3629920300","20141103T000000",425000,3,2.25,1260,3000,"2",0,0,3,7,1260,0,2003,0,"98029",47.5454,-121.997,1630,3042 +"8944290090","20140623T000000",233500,3,2.25,1650,2958,"2",0,0,3,7,1650,0,1985,0,"98031",47.3916,-122.167,1510,3788 +"8091410930","20150323T000000",287000,3,2.5,1710,10341,"2",0,2,3,7,1710,0,1986,0,"98030",47.3494,-122.171,1830,9358 +"3313600266","20150213T000000",190000,3,1,1180,8775,"1",0,0,3,7,1180,0,1966,0,"98002",47.2848,-122.223,1300,8100 +"9508850100","20141103T000000",666000,3,2.25,2780,31510,"2",0,0,3,8,2780,0,1979,0,"98053",47.67,-122.024,2890,36400 +"3330501545","20141201T000000",330000,2,1,950,3090,"1",0,0,4,6,950,0,1909,0,"98118",47.551,-122.276,1230,4120 +"0031000165","20140911T000000",1.49e+006,5,3.5,3620,7821,"2",0,2,3,10,2790,830,1958,2010,"98040",47.5738,-122.215,2690,9757 +"4123810090","20140909T000000",393000,3,2.25,2140,10256,"2",0,0,3,8,2140,0,1987,0,"98038",47.3751,-122.044,2040,11717 +"1180500100","20140924T000000",353000,4,2.75,1920,4627,"1",0,0,3,8,1010,910,1998,0,"98178",47.5003,-122.23,1910,7210 +"7549801140","20141020T000000",260000,2,1,750,6720,"1",0,0,3,6,750,0,1916,0,"98108",47.552,-122.31,920,6720 +"7254000100","20141215T000000",680000,3,2.5,2060,2551,"2",0,0,3,8,1900,160,2001,0,"98005",47.5881,-122.165,2060,2936 +"0644200090","20140715T000000",921000,3,2.25,2380,11200,"1",0,0,4,8,2380,0,1963,0,"98004",47.5873,-122.193,2010,11200 +"5101407305","20141218T000000",319000,2,1,750,6380,"1",0,0,3,7,750,0,1949,0,"98125",47.7033,-122.308,1690,6495 +"6817801030","20150422T000000",280000,3,1,1160,10881,"1",0,0,2,7,920,240,1983,0,"98074",47.6339,-122.033,1280,10843 +"7454001280","20140611T000000",220000,3,1,1050,6300,"1",0,0,3,6,1050,0,1942,0,"98146",47.5128,-122.374,740,6300 +"8651440740","20150121T000000",219000,3,1.5,1740,5200,"1",0,0,4,7,1060,680,1977,0,"98042",47.3657,-122.094,1540,5200 +"1954430190","20140808T000000",528000,4,2.75,2050,7171,"1",0,0,3,8,1540,510,1988,0,"98074",47.6194,-122.042,1960,7110 +"4292300010","20140527T000000",405000,3,1.75,1980,8100,"1",0,0,4,7,1310,670,1949,0,"98133",47.7353,-122.331,1450,8212 +"8929000290","20140514T000000",372977,3,2.5,1690,1618,"2",0,0,3,8,1150,540,2014,0,"98029",47.5518,-121.998,1690,1618 +"1250201680","20150507T000000",934550,4,3.25,2320,5900,"1.5",0,2,4,9,2320,0,1910,0,"98144",47.597,-122.292,2320,6240 +"0868001705","20150206T000000",1.465e+006,3,1.5,2480,9900,"2",0,3,3,10,2130,350,1940,0,"98177",47.7018,-122.381,2860,9288 +"1370801585","20140603T000000",975000,4,2.25,2290,5350,"2",0,0,4,9,2120,170,1958,0,"98199",47.6428,-122.411,2910,5350 +"7501000130","20140505T000000",800866,5,2.5,3180,13806,"2",0,0,4,10,3180,0,1990,0,"98033",47.652,-122.182,3180,13798 +"4178300130","20150413T000000",950000,7,3.5,3470,16264,"2",0,0,4,9,3470,0,1980,0,"98007",47.6203,-122.149,3040,13500 +"7550801206","20140904T000000",624000,4,3,1540,4140,"1.5",0,0,5,7,1540,0,1902,0,"98107",47.6728,-122.396,1460,5000 +"9201300050","20140814T000000",1.85e+006,5,2.25,2800,8442,"2",1,4,3,9,2800,0,1963,2001,"98075",47.5784,-122.076,3220,9156 +"3816300095","20140514T000000",310000,3,1,1050,9876,"1",0,0,3,7,1050,0,1953,0,"98028",47.7635,-122.262,1760,9403 +"7399301100","20141204T000000",315000,3,1.75,1480,6800,"1",0,0,4,7,1480,0,1968,0,"98055",47.4633,-122.188,1500,7900 +"4151800470","20140820T000000",675000,3,2,1010,5973,"1",0,0,5,6,1010,0,1942,0,"98033",47.6652,-122.202,1920,6015 +"7811000020","20141113T000000",490000,3,1.75,1660,8208,"1",0,0,4,8,1660,0,1965,0,"98005",47.5919,-122.154,2210,11000 +"5166700050","20150211T000000",600000,5,2.25,2760,6350,"1",0,0,3,7,1380,1380,1958,0,"98126",47.5561,-122.379,2060,6342 +"4045500130","20140909T000000",154000,2,1,1040,20524,"1",0,3,3,6,1040,0,1949,1989,"98014",47.6981,-121.875,1880,38996 +"2927600675","20140609T000000",480000,4,1.75,2220,6500,"2",0,3,4,8,2220,0,1964,0,"98166",47.4519,-122.375,2430,11600 +"7686202580","20150213T000000",196900,3,1,1270,7500,"1",0,0,3,6,1270,0,1954,0,"98198",47.4214,-122.316,1250,8000 +"5690500095","20140826T000000",735000,3,3.25,2960,39370,"2",0,0,3,10,2960,0,1989,0,"98011",47.7452,-122.202,2960,56628 +"3876540630","20150227T000000",205500,3,2,1330,8748,"1",0,0,3,7,1330,0,1986,0,"98003",47.2619,-122.298,1510,8584 +"8929000170","20140616T000000",357186,2,1.75,1210,1040,"2",0,0,3,8,1210,0,2014,0,"98029",47.5519,-121.999,1210,1090 +"2621400080","20150128T000000",275000,4,2.5,2120,6754,"2",0,0,3,7,2120,0,1998,0,"98030",47.3629,-122.184,2120,6937 +"8154100020","20140906T000000",248500,3,1.75,2090,12026,"1",0,0,4,7,2090,0,1948,0,"98002",47.3095,-122.217,1700,9496 +"8097000190","20140602T000000",350000,3,2.5,2680,7836,"2",0,0,3,8,2680,0,1990,2009,"98092",47.3203,-122.185,2340,8040 +"2624089181","20140812T000000",390000,4,2.75,1790,47250,"1",0,0,3,7,1220,570,1987,0,"98045",47.5302,-121.746,1250,43791 +"8718500275","20140715T000000",390000,3,2.75,1950,12240,"1",0,0,3,7,1250,700,1956,0,"98028",47.7401,-122.258,1880,12000 +"3575305495","20150413T000000",660000,5,2.25,3740,14913,"1.5",0,0,4,9,3740,0,1979,0,"98074",47.6234,-122.059,2180,7600 +"0411100020","20141117T000000",310000,3,1.75,1140,8263,"1",0,0,5,7,1140,0,1950,0,"98155",47.7407,-122.327,1140,6770 +"9113200020","20140612T000000",717000,3,2.5,2480,5137,"2",0,0,3,9,2480,0,2000,0,"98052",47.684,-122.164,2480,6023 +"2011400019","20141230T000000",260000,5,2.5,2580,11250,"1",0,0,3,7,1410,1170,1964,0,"98198",47.397,-122.313,2240,11780 +"3912000020","20150430T000000",745000,3,2,2290,5001,"1",0,0,4,7,1490,800,1960,0,"98103",47.6909,-122.339,1230,5001 +"8078370010","20150218T000000",470000,4,2.5,2320,12042,"1",0,0,4,7,1320,1000,1975,0,"98072",47.763,-122.16,2160,7054 +"5104650020","20150505T000000",429000,3,2.5,2530,8820,"2",0,0,3,8,2530,0,1997,0,"98031",47.42,-122.205,2340,9472 +"7417700664","20150408T000000",220000,4,2,1400,7140,"1",0,0,3,7,1400,0,1969,0,"98155",47.7719,-122.309,1610,10500 +"2770604920","20140903T000000",497000,3,3,2060,1850,"2",0,0,3,8,1400,660,2007,0,"98119",47.6543,-122.373,1910,2951 +"1930300190","20140714T000000",716100,3,1,1640,4000,"1.5",0,0,5,7,1640,0,1909,0,"98103",47.6563,-122.351,2140,4000 +"3024079069","20140911T000000",371000,4,1,1960,94525,"1.5",0,0,3,6,1960,0,1979,0,"98027",47.5418,-121.962,2430,188564 +"0723069049","20140724T000000",379000,5,2.75,3000,25175,"1",0,0,4,7,1500,1500,1961,0,"98027",47.497,-122.088,2170,40523 +"2210500019","20150324T000000",937500,3,1,1320,8500,"1",0,0,4,7,1320,0,1954,0,"98039",47.6187,-122.226,2790,10800 +"3856901435","20141027T000000",720000,4,2,1760,4500,"1.5",0,0,5,7,1760,0,1906,0,"98103",47.6711,-122.331,1740,4220 +"3948900050","20150427T000000",616000,3,3.25,2130,2306,"2",0,1,5,7,1420,710,1924,0,"98136",47.5424,-122.391,1560,4500 +"5412400170","20150414T000000",259000,3,2,1390,7120,"1",0,0,3,7,1390,0,1988,0,"98030",47.3786,-122.179,1530,7688 +"2856102280","20140514T000000",538000,3,1.75,1400,3825,"1.5",0,0,4,6,1100,300,1904,0,"98117",47.6793,-122.393,1720,5100 +"3288100290","20150507T000000",605000,3,2.75,3230,9576,"1.5",0,0,4,8,3230,0,1966,0,"98034",47.7307,-122.183,2820,9576 +"5145000190","20141103T000000",369950,3,1,1110,7603,"1",0,0,3,7,1110,0,1967,0,"98034",47.7262,-122.224,1260,8094 +"6679000170","20150414T000000",310000,3,2.5,1670,4220,"2",0,0,3,7,1670,0,2002,0,"98038",47.3834,-122.028,1670,4238 +"9536601045","20150428T000000",227500,3,1,1540,9450,"1",0,0,4,7,1540,0,1960,0,"98198",47.3612,-122.315,1210,9450 +"8731981410","20141121T000000",274000,4,2.25,2090,7400,"1",0,0,3,9,1670,420,1973,0,"98023",47.3178,-122.38,2260,8000 +"3574801350","20141120T000000",410000,3,2,1410,8088,"1",0,0,3,7,1410,0,1987,0,"98034",47.7303,-122.227,1770,7401 +"1922069099","20140523T000000",354800,3,2,1370,78408,"1",0,0,5,7,1370,0,1964,0,"98042",47.3867,-122.081,1620,9690 +"0871001735","20140911T000000",650000,4,2.25,1910,5120,"1",0,0,3,8,1300,610,1954,0,"98199",47.6534,-122.409,1810,5153 +"2022059308","20150505T000000",353000,3,2,1678,13862,"1",0,0,3,7,1678,0,1994,0,"98030",47.3744,-122.19,1550,11753 +"2525300480","20150304T000000",224975,3,1,960,12745,"1",0,0,4,6,960,0,1977,0,"98038",47.3617,-122.03,1160,10488 +"7979900440","20150512T000000",600000,2,1.75,2080,13054,"1",0,1,3,7,2080,0,1951,0,"98155",47.7435,-122.292,2440,13054 +"2558660290","20150218T000000",437500,3,2.25,1790,7700,"1",0,0,4,7,1340,450,1976,0,"98034",47.7205,-122.168,1610,7350 +"8650300190","20140521T000000",567000,3,2.5,2540,6093,"2",0,0,3,9,2540,0,1999,0,"98034",47.7042,-122.236,2540,5924 +"8643000225","20150506T000000",225000,5,1.5,1790,11656,"2",0,0,3,7,1790,0,1963,0,"98198",47.3961,-122.308,2040,9790 +"1105000233","20140906T000000",255000,2,1,940,9330,"1",0,0,3,6,940,0,1941,0,"98118",47.5445,-122.273,1900,6145 +"9831200500","20150304T000000",2.479e+006,5,3.75,6810,7500,"2.5",0,0,3,13,6110,700,1922,0,"98102",47.6285,-122.322,2660,7500 +"0945000250","20140613T000000",370000,2,1,900,4600,"1",0,0,3,6,900,0,1951,0,"98117",47.6918,-122.361,1060,4600 +"4101410050","20150421T000000",675000,4,1.75,1900,8800,"1",0,0,3,8,1140,760,1975,0,"98033",47.6579,-122.197,2280,8800 +"1571100130","20140904T000000",285000,3,1,1440,4268,"1",0,0,3,7,1040,400,1953,0,"98108",47.5468,-122.293,1370,4268 +"7932000078","20140507T000000",310000,3,1.75,2070,37904,"1",0,0,4,7,1420,650,1973,0,"98058",47.425,-122.186,2011,19110 +"2592400170","20141202T000000",475000,4,2.5,2240,7245,"1",0,0,4,7,1140,1100,1972,0,"98034",47.7161,-122.17,1740,7350 +"2517010630","20150508T000000",410000,4,2.5,3320,5034,"2",0,0,4,7,3320,0,2006,0,"98042",47.4011,-122.164,2580,4950 +"6926700225","20140702T000000",895000,4,2.25,1950,5950,"1",0,0,3,8,1330,620,1947,0,"98109",47.639,-122.347,2600,5593 +"8820902905","20140822T000000",375000,3,1.5,1240,7733,"1",0,0,3,6,790,450,1941,0,"98125",47.714,-122.283,1130,7733 +"5104510190","20150427T000000",349000,4,2.5,1830,4694,"2",0,0,3,7,1830,0,2003,0,"98038",47.3573,-122.016,1830,5175 +"9839301060","20150406T000000",650500,3,1.75,1740,4400,"1.5",0,0,3,8,1740,0,1903,0,"98122",47.6115,-122.292,1740,4400 +"2425700005","20150428T000000",760000,3,1.75,1410,15120,"1",0,0,4,7,1410,0,1950,0,"98004",47.5974,-122.195,1880,15120 +"9276201190","20140520T000000",480000,4,2.75,2050,3960,"1",0,0,4,7,1180,870,1986,0,"98116",47.5808,-122.394,1440,5040 +"8644210050","20140926T000000",689000,4,2.75,3220,16145,"2",0,0,3,10,3220,0,1993,0,"98075",47.5786,-121.995,3200,12921 +"2741100280","20140513T000000",415000,3,1.75,1960,5000,"1",0,0,5,6,980,980,1911,0,"98108",47.5576,-122.317,1790,5000 +"2891000680","20150427T000000",195000,3,1.75,1070,6110,"1",0,0,4,7,1070,0,1968,0,"98002",47.3249,-122.207,1350,6148 +"7366100080","20140731T000000",318000,5,2.5,2820,9956,"1",0,0,4,7,1410,1410,1967,0,"98168",47.4715,-122.33,2700,9956 +"3211270170","20140523T000000",404000,4,3,4060,35621,"1",0,0,3,9,2030,2030,1989,0,"98092",47.3059,-122.108,2950,35259 +"3330500920","20141030T000000",339950,2,1,800,3090,"1",0,0,4,6,800,0,1925,0,"98118",47.5518,-122.277,1400,3090 +"5437820080","20141124T000000",215000,3,1,1260,7897,"1",0,0,3,7,1260,0,1979,0,"98022",47.1946,-122.003,1560,8285 +"8097000380","20140818T000000",339900,3,2.5,2420,7423,"2",0,0,3,8,2420,0,1990,0,"98092",47.3199,-122.186,2260,7629 +"2591010290","20140519T000000",285000,1,1.5,810,3211,"2",0,0,4,7,810,0,1982,0,"98033",47.6939,-122.184,1320,3298 +"1324300380","20140716T000000",550000,3,1,1600,5000,"1.5",0,0,3,7,1110,490,1947,0,"98107",47.655,-122.358,1380,5000 +"3226049478","20140725T000000",430000,4,1,1350,9000,"1.5",0,0,4,7,1350,0,1964,0,"98103",47.6953,-122.332,1940,8000 +"7941500170","20141202T000000",219000,3,1,970,7790,"1",0,0,3,6,970,0,1967,0,"98003",47.3165,-122.325,1150,8160 +"7522500005","20140815T000000",555000,2,1.5,1780,4750,"1",0,0,4,7,1080,700,1947,0,"98117",47.6859,-122.395,1690,5962 +"1545801630","20140721T000000",233000,3,2,1350,7686,"1",0,0,3,7,1350,0,1989,0,"98038",47.3609,-122.053,1470,7686 +"5151600480","20150402T000000",248000,3,1.75,1840,19501,"1",0,0,4,8,1270,570,1972,0,"98003",47.3364,-122.318,1910,12000 +"2731600080","20150422T000000",454000,5,2.25,2550,9200,"1",0,0,4,8,1580,970,1975,0,"98166",47.4673,-122.363,2090,9200 +"2804600010","20150331T000000",950000,4,2.5,1700,4418,"2",0,0,3,8,1700,0,1931,2000,"98112",47.6434,-122.3,2090,4174 +"8899210680","20140915T000000",359000,3,2.5,2430,7857,"2",0,0,5,8,1730,700,1980,0,"98055",47.4546,-122.211,2160,8740 +"6649300190","20140903T000000",407500,5,2,2740,8230,"1.5",0,0,3,7,2210,530,1962,0,"98155",47.7352,-122.297,2130,8232 +"1312200080","20140528T000000",224000,3,1.5,1560,7300,"1",0,0,4,7,1040,520,1964,0,"98001",47.3427,-122.281,1460,7910 +"1721801025","20140718T000000",210000,2,1,1040,4590,"1",0,0,3,7,1040,0,1954,0,"98146",47.5078,-122.337,1040,6120 +"7942200050","20150123T000000",261000,4,1.75,1820,9824,"1",0,0,5,7,1820,0,1968,0,"98042",47.3833,-122.093,1410,11013 +"9528100963","20140806T000000",719000,3,3,1833,1706,"3",0,0,3,9,1833,0,1998,0,"98115",47.6827,-122.325,1466,1455 +"9297301495","20150203T000000",440000,3,2.5,2160,3738,"2",0,0,3,8,2160,0,1994,0,"98126",47.5661,-122.375,1500,4000 +"0192300020","20140521T000000",525000,3,2.75,2100,10362,"2",0,0,3,9,1510,590,1998,0,"98045",47.4347,-121.417,2240,11842 +"9477100170","20140721T000000",375000,3,1.5,1370,9720,"2",0,0,3,7,1370,0,1968,0,"98034",47.7302,-122.197,1510,8775 +"6705120280","20150331T000000",428000,2,2.5,1414,1960,"2",0,0,3,8,1414,0,1986,0,"98006",47.5423,-122.189,1414,2511 +"7203220050","20141118T000000",988830,5,3.25,4115,7910,"2",0,0,3,9,4115,0,2014,0,"98053",47.6847,-122.016,3950,6765 +"6858700225","20141004T000000",199950,3,1.75,1550,6225,"1",0,0,4,7,1550,0,1949,0,"98002",47.3098,-122.218,1760,9496 +"8712100605","20141028T000000",840000,4,2.25,2100,3671,"1.5",0,0,3,8,1750,350,1929,0,"98112",47.6359,-122.3,1800,4560 +"5702380500","20140908T000000",285000,3,1.75,1160,7006,"1",0,0,4,7,1160,0,1992,0,"98022",47.1937,-121.98,1670,7750 +"6181430280","20140915T000000",330000,5,2.5,3597,4972,"2",0,0,3,7,3597,0,2006,0,"98001",47.3002,-122.282,3193,6000 +"7138000170","20150102T000000",147500,3,1.5,1230,10125,"1",0,0,3,7,1230,0,1960,0,"98198",47.397,-122.299,1970,10125 +"6669010290","20141107T000000",320000,4,2.5,2190,7125,"2",0,0,5,8,2190,0,1978,0,"98032",47.3709,-122.285,2190,8075 +"5706200280","20140701T000000",382500,3,1.75,1040,9000,"1",0,0,4,7,1040,0,1967,0,"98027",47.5253,-122.043,1750,10878 +"1338300170","20150324T000000",2.048e+006,5,4,4690,8208,"2",0,0,3,9,3040,1650,1926,0,"98112",47.6321,-122.304,3300,8001 +"8562800250","20140814T000000",596000,4,2.25,2270,10000,"1",0,0,5,8,1720,550,1974,0,"98006",47.5599,-122.142,2270,10148 +"0109210280","20141111T000000",220000,4,2.25,1950,7280,"2",0,0,4,8,1950,0,1979,0,"98023",47.2957,-122.37,1910,7280 +"3216900080","20140925T000000",325000,3,2.5,1880,6818,"2",0,0,3,8,1880,0,1993,0,"98031",47.4206,-122.183,1970,7000 +"0629500170","20150326T000000",679950,4,2.5,2850,5664,"2",0,0,3,9,2850,0,2001,0,"98075",47.5835,-121.996,2850,5475 +"5272200005","20150218T000000",175000,2,1,1160,6911,"1",0,0,3,7,1160,0,1947,0,"98125",47.7149,-122.318,1120,6948 +"7205000080","20141201T000000",268000,3,1.75,1370,10050,"1",0,1,4,7,1370,0,1966,0,"98023",47.3338,-122.341,1720,10050 +"1117200170","20140919T000000",715000,4,3.5,3260,110579,"2",0,0,3,10,3260,0,1997,0,"98053",47.6436,-121.997,3470,97895 +"5561300480","20150408T000000",600000,7,2.25,3170,36384,"2",0,0,3,8,3170,0,1969,0,"98027",47.4654,-122.003,2460,38370 +"6896300380","20141002T000000",228000,0,1,390,5900,"1",0,0,2,4,390,0,1953,0,"98118",47.526,-122.261,2170,6000 +"3293400010","20150304T000000",950000,5,2.5,3450,35880,"2",0,0,3,11,3450,0,1992,0,"98052",47.7173,-122.099,3450,26820 +"3421059049","20140610T000000",475000,2,1.75,1490,224334,"1",0,2,3,8,1490,0,1983,0,"98092",47.2645,-122.163,2350,213879 +"0524069049","20150402T000000",700000,3,1.5,1460,78408,"1",0,0,4,7,1460,0,1963,0,"98075",47.59,-122.058,3320,7787 +"1524079093","20140827T000000",275000,3,1.75,1300,20700,"1",0,0,3,7,1300,0,1962,0,"98024",47.5587,-121.904,1930,37638 +"1524079093","20150318T000000",369500,3,1.75,1300,20700,"1",0,0,3,7,1300,0,1962,0,"98024",47.5587,-121.904,1930,37638 +"3832710680","20140721T000000",215000,4,2,1540,7575,"1",0,0,4,7,1040,500,1978,0,"98032",47.3664,-122.279,1720,7575 +"0686200840","20150422T000000",593450,4,2.25,2130,7172,"2",0,0,4,8,2130,0,1964,0,"98008",47.6271,-122.112,1910,7653 +"8682310460","20140709T000000",498800,2,1.75,1350,4614,"1",0,0,3,8,1350,0,2008,0,"98053",47.7091,-122.015,1680,4775 +"0446000190","20141208T000000",849000,5,3.25,2450,6534,"2",0,0,3,8,1770,680,1951,2014,"98115",47.688,-122.281,1620,6534 +"8805900430","20141229T000000",1.15125e+006,4,2.5,1940,4875,"2",0,0,4,9,1940,0,1925,0,"98112",47.6427,-122.304,1790,4875 +"3629921060","20140715T000000",825000,5,2.5,2890,5110,"2",0,2,3,9,2890,0,2003,0,"98029",47.5453,-121.995,3010,5110 +"8856890020","20150224T000000",265000,3,1.75,1680,9769,"1",0,0,3,8,1340,340,1989,0,"98058",47.4631,-122.126,1730,9686 +"2115510470","20141223T000000",285000,4,2.25,1960,10400,"1",0,0,4,8,1220,740,1985,0,"98023",47.3199,-122.392,1650,8660 +"1545803890","20141231T000000",240000,3,1.75,1590,7931,"1",0,0,3,7,1190,400,1979,0,"98038",47.3628,-122.05,1680,7931 +"3322049126","20140721T000000",261000,4,1,1390,17739,"1",0,0,3,7,1390,0,1958,0,"98003",47.3457,-122.302,1230,7840 +"6669020500","20140627T000000",330000,4,1.75,2440,7350,"1",0,0,3,8,1610,830,1978,0,"98032",47.3743,-122.285,2180,7680 +"3832710840","20140602T000000",250000,4,2,1850,7560,"1",0,0,4,7,1540,310,1978,0,"98032",47.3666,-122.277,1620,7658 +"7212651950","20140710T000000",350000,4,2.5,2800,9538,"2",0,0,3,8,2800,0,1993,0,"98003",47.2675,-122.307,1970,7750 +"1331900020","20140925T000000",930000,3,2.5,3780,35273,"1.5",0,0,3,10,3780,0,1986,0,"98072",47.7499,-122.119,3450,35273 +"7140200380","20141030T000000",275000,3,2,1910,8050,"1",0,0,4,7,1000,910,1980,0,"98030",47.37,-122.17,1780,7344 +"7972601235","20150223T000000",325000,4,2.25,2460,7620,"1",0,0,3,7,1230,1230,1969,0,"98106",47.5285,-122.345,2090,7620 +"2848700585","20150424T000000",255000,1,1,810,5000,"1",0,1,3,7,590,220,1936,0,"98106",47.5696,-122.36,1920,5000 +"6132600380","20150320T000000",562200,3,1.5,1900,5250,"1",0,0,4,7,1500,400,1943,0,"98117",47.6991,-122.392,1810,5250 +"2424059127","20140820T000000",952000,2,1.75,3490,88909,"1",0,3,3,10,2320,1170,1980,0,"98006",47.5462,-122.112,3490,40185 +"2591830130","20140504T000000",365000,3,2.5,2200,7350,"1",0,0,5,8,1570,630,1988,0,"98058",47.4395,-122.161,2350,7557 +"1771100130","20150316T000000",332900,3,1.5,1190,11996,"1",0,0,4,7,1190,0,1969,0,"98077",47.7561,-122.071,1190,9756 +"8856700190","20150423T000000",721000,3,2.25,2040,18360,"2",0,0,4,8,2040,0,1983,0,"98052",47.6976,-122.137,2590,21315 +"7852040080","20150421T000000",487275,4,2.5,2400,3986,"2",0,0,3,8,2400,0,1999,0,"98065",47.5344,-121.877,2070,3986 +"5648600190","20150429T000000",310000,3,2.5,1670,5791,"2",0,0,3,7,1670,0,1995,0,"98055",47.4424,-122.188,1610,6034 +"4154300275","20150115T000000",245000,2,1,990,4800,"1",0,0,3,6,990,0,1908,0,"98118",47.5615,-122.28,1700,5400 +"5438000280","20150415T000000",325000,3,1.75,2920,10573,"1",0,0,4,7,2920,0,1964,0,"98055",47.4429,-122.195,1560,10572 +"9201000480","20141112T000000",550000,3,1.75,1840,9401,"1",0,0,3,8,1840,0,1971,0,"98075",47.5847,-122.075,2850,14323 +"1604600660","20140512T000000",350000,2,1,910,4500,"1.5",0,0,4,7,910,0,1906,0,"98118",47.5633,-122.289,1270,3500 +"0522069022","20140714T000000",599000,5,2.5,2950,72309,"2",0,0,3,8,2950,0,2006,0,"98058",47.4186,-122.079,1480,56192 +"4331400190","20141112T000000",259950,3,1.5,1240,9500,"1",0,0,4,7,1240,0,1955,0,"98166",47.4756,-122.35,1845,10125 +"9407150130","20141201T000000",240000,4,2.5,1980,7264,"2",0,0,3,7,1980,0,1996,0,"98038",47.3678,-122.019,1600,6380 +"2212900470","20150211T000000",186000,3,1,1200,10080,"1",0,0,4,7,1200,0,1969,0,"98042",47.3261,-122.135,1230,9800 +"6600220080","20150204T000000",395000,3,1.5,1280,15028,"1",0,0,3,7,1280,0,1982,0,"98074",47.6304,-122.035,1470,13698 +"9558050020","20140915T000000",475000,4,2.5,3150,5757,"2",0,0,3,9,3150,0,2004,0,"98058",47.4568,-122.117,3100,5757 +"8691300420","20140804T000000",815000,5,3.5,3500,10794,"2",0,0,3,10,3500,0,1996,0,"98075",47.5887,-121.974,3110,10837 +"5450300010","20140902T000000",572000,3,1.5,1680,13751,"1",0,0,4,7,1680,0,1951,0,"98040",47.5716,-122.227,1760,13500 +"0339600460","20141017T000000",419500,3,2.5,1360,3188,"2",0,0,3,7,1360,0,1986,0,"98052",47.6831,-122.096,1090,3188 +"9264910920","20140903T000000",298700,3,2.25,2110,7350,"1",0,0,3,8,1530,580,1980,0,"98023",47.3088,-122.341,2640,7777 +"0121029034","20140624T000000",549000,2,1,2034,13392,"1",1,4,5,7,1159,875,1947,0,"98070",47.3312,-122.503,1156,15961 +"2123049420","20150422T000000",278000,3,1.5,1900,9994,"1",0,0,3,7,1120,780,1960,0,"98168",47.4729,-122.301,1900,9994 +"7950302890","20141230T000000",455000,4,2,2380,4500,"1.5",0,0,3,6,1470,910,1926,2014,"98118",47.5652,-122.281,1300,4500 +"6117500430","20140819T000000",925000,5,3.5,4050,13495,"1",0,2,4,9,2230,1820,1988,0,"98166",47.4384,-122.352,3210,13495 +"1972200660","20150415T000000",465000,2,1.5,1120,1201,"3",0,0,3,8,1120,0,1999,0,"98103",47.6524,-122.353,1370,1298 +"3629830050","20141001T000000",620000,4,4,2850,2970,"2",0,0,3,8,2120,730,1999,0,"98029",47.547,-122.01,2380,3559 +"9257900010","20150422T000000",499900,4,2.25,2360,7650,"1",0,0,3,8,1640,720,1963,0,"98155",47.75,-122.292,2320,11060 +"6072000440","20150206T000000",620000,5,3,2540,11422,"1",0,0,3,8,1270,1270,1962,2014,"98006",47.5459,-122.176,2090,10741 +"6844702630","20141108T000000",450000,3,1.75,1160,6120,"1",0,0,3,7,1040,120,1941,0,"98115",47.6926,-122.287,1530,6120 +"3630090050","20150220T000000",690000,4,3.5,2710,2147,"2",0,0,3,10,2220,490,2007,0,"98029",47.5468,-121.994,2650,2252 +"9809000020","20140513T000000",1.895e+006,5,2.25,3120,16672,"2",0,0,4,9,3120,0,1969,0,"98004",47.6458,-122.219,3740,17853 +"9809000020","20150313T000000",1.94e+006,5,2.25,3120,16672,"2",0,0,4,9,3120,0,1969,0,"98004",47.6458,-122.219,3740,17853 +"5021900050","20140818T000000",832500,3,2,1870,9527,"1",0,0,4,7,1870,0,1951,1997,"98040",47.5777,-122.224,1970,11904 +"1003600080","20141107T000000",245000,3,1,1010,9678,"1",0,0,5,7,1010,0,1955,0,"98188",47.4396,-122.285,1010,9375 +"7701960130","20141017T000000",820000,3,2.5,2980,18935,"1.5",0,0,3,11,2980,0,1990,0,"98077",47.7133,-122.079,3670,18225 +"2395710020","20140807T000000",369000,4,2.75,2420,6495,"2",0,0,3,8,2420,0,2005,0,"98038",47.3771,-122.029,2420,6200 +"7203230010","20141015T000000",1.05e+006,4,3.25,3830,8331,"2",0,0,3,9,3830,0,2014,0,"98053",47.6906,-122.019,4080,8425 +"9830200380","20140917T000000",653000,3,3,3040,5067,"3",0,2,3,10,3040,0,1993,0,"98118",47.5409,-122.267,1820,5998 +"9407111100","20150422T000000",220650,2,1.75,1460,10500,"1",0,0,3,7,1460,0,1980,0,"98045",47.4461,-121.768,1340,9600 +"9572000080","20140616T000000",300000,5,3,1940,6355,"1",0,0,3,8,1200,740,2007,0,"98168",47.498,-122.322,1940,5033 +"3629870420","20140912T000000",970000,4,3.5,3780,20023,"2",0,2,3,10,3780,0,2001,0,"98029",47.5491,-122.006,2150,3675 +"2459970020","20141124T000000",360000,4,2.5,1950,5451,"2",0,0,3,7,1950,0,2004,0,"98058",47.4341,-122.144,2240,6221 +"5547700190","20150330T000000",672500,3,2.5,2450,5760,"2",0,0,3,9,2450,0,2000,0,"98074",47.6145,-122.026,2450,5762 +"0421000285","20150423T000000",268000,4,1.5,1730,7020,"1.5",0,0,4,5,1730,0,1953,0,"98056",47.4939,-122.167,1110,7020 +"3277801640","20141202T000000",440000,4,1.5,1690,3245,"1.5",0,0,3,8,1690,0,1929,0,"98126",47.5445,-122.375,1380,1590 +"1250203070","20140514T000000",1.4e+006,3,2.5,2550,7200,"2",0,2,3,10,2550,0,1981,2013,"98144",47.5996,-122.288,2030,3500 +"8077200470","20140718T000000",590000,4,2.5,2290,11072,"2",0,0,3,9,2290,0,1986,0,"98074",47.6283,-122.03,2340,9774 +"0302000545","20150127T000000",359000,4,2.25,2710,22860,"1",0,0,4,7,1850,860,1962,0,"98001",47.3207,-122.266,1700,22860 +"9542801990","20140529T000000",266500,4,1.75,1880,7632,"1",0,0,4,7,1180,700,1978,0,"98023",47.3068,-122.372,1840,8528 +"3343901403","20141216T000000",635000,4,2.5,2930,8679,"2",0,0,3,8,2930,0,2014,0,"98056",47.5164,-122.19,2030,7264 +"1121059030","20141013T000000",559000,3,2.5,3110,217800,"2",0,0,3,9,3110,0,2001,0,"98092",47.3281,-122.124,2220,217800 +"9290850950","20141218T000000",895000,4,2.5,3480,38985,"2",0,0,3,10,3480,0,1989,0,"98053",47.6895,-122.052,3630,36290 +"1136100006","20150127T000000",625000,2,1.5,1110,118047,"1",0,0,3,7,1110,0,1961,0,"98072",47.7467,-122.128,2970,43500 +"7923300285","20150312T000000",650000,4,2.25,2440,9320,"1",0,0,4,7,1880,560,1957,0,"98007",47.5933,-122.135,1530,9335 +"1823059028","20150224T000000",312500,4,1.75,2280,7840,"1",0,0,3,7,1280,1000,1957,0,"98055",47.4809,-122.224,2120,7260 +"8864000440","20140925T000000",225000,3,1,900,6099,"1",0,0,3,6,790,110,1944,0,"98168",47.4807,-122.289,1240,6099 +"9512500680","20141119T000000",425000,4,1.75,1980,8400,"1",0,0,3,7,1330,650,1968,0,"98052",47.6721,-122.152,1920,8400 +"3421069120","20150219T000000",329999,3,2.75,3360,41250,"1",0,0,4,7,1820,1540,1988,0,"98022",47.2604,-122.023,2580,98881 +"4376700430","20140716T000000",572000,5,2.25,2340,9225,"2",0,0,3,8,2340,0,1973,0,"98052",47.6369,-122.098,2140,9348 +"8562890430","20150407T000000",386500,4,2.5,3110,5048,"2",0,0,3,8,3110,0,2002,0,"98042",47.3782,-122.125,3110,5190 +"0452002005","20150121T000000",452000,2,1,980,5000,"1",0,0,3,6,980,0,1904,0,"98107",47.6744,-122.369,1270,4500 +"7228500094","20141212T000000",278000,4,2,1480,6324,"1",0,0,3,7,1480,0,1943,0,"98122",47.6147,-122.302,1480,3600 +"8078700020","20140603T000000",474900,3,2.25,1800,43647,"1",0,0,4,8,1800,0,1976,0,"98072",47.7757,-122.132,2480,25608 +"5035300255","20150414T000000",450000,2,1.75,2130,6574,"1",0,0,3,8,1500,630,1946,0,"98199",47.6529,-122.411,2130,6275 +"9528104985","20141104T000000",611000,2,1,1270,5100,"1",0,0,3,7,1100,170,1900,0,"98115",47.6771,-122.328,1670,3900 +"7237590010","20140605T000000",214100,2,2.5,1150,2064,"2",0,0,3,7,1150,0,2004,0,"98001",47.3516,-122.292,1880,2855 +"3158500250","20140514T000000",317000,3,2.5,1840,5011,"2",0,0,3,8,1840,0,2012,0,"98038",47.3555,-122.054,2000,4793 +"0868001402","20150305T000000",1e+006,4,3.5,3180,12528,"2",0,1,4,9,2060,1120,1979,0,"98177",47.7058,-122.379,2850,11410 +"5606000233","20150424T000000",1e+006,5,2.75,1510,5700,"2",0,1,4,7,1510,0,1946,0,"98105",47.6653,-122.27,2190,5700 +"5214500660","20150505T000000",525000,4,2.5,3070,7200,"2",0,0,3,8,3070,0,2005,0,"98059",47.4899,-122.138,2590,7200 +"3578110020","20141001T000000",436000,3,2.25,1800,6680,"2",0,0,3,8,1800,0,1983,0,"98034",47.7293,-122.223,1630,8621 +"3578401330","20140718T000000",450000,3,1.75,1540,9154,"1",0,0,3,8,1540,0,1983,0,"98074",47.6207,-122.042,1990,10273 +"7525000080","20140502T000000",588500,3,1.75,2330,14892,"1",0,0,3,8,1970,360,1980,0,"98074",47.6267,-122.046,2570,14217 +"4273000095","20150511T000000",340000,4,1.75,1400,8374,"1",0,0,3,7,1400,0,1953,0,"98166",47.4735,-122.344,1420,8360 +"4014400190","20140714T000000",482000,4,2.5,2846,85377,"1.5",0,0,3,8,1976,870,2000,0,"98001",47.317,-122.281,1696,57934 +"8678500020","20141213T000000",1.575e+006,4,3.5,5830,131116,"2",0,0,3,11,5830,0,2005,0,"98024",47.5986,-121.949,5340,207206 +"6918700130","20140811T000000",749000,3,2.5,3380,7126,"2",0,0,3,8,3380,0,1965,2003,"98008",47.6276,-122.122,1810,7308 +"2473350470","20150511T000000",330000,3,1.5,1440,7875,"1",0,0,4,8,1440,0,1968,0,"98058",47.4561,-122.148,1800,8964 +"9274200314","20140821T000000",568000,3,2.5,1740,1279,"3",0,0,3,8,1740,0,2008,0,"98116",47.5891,-122.387,1740,1280 +"2938100010","20140924T000000",239000,3,1.75,1470,8925,"1",0,0,4,7,1470,0,1957,0,"98022",47.2026,-122,1430,9282 +"8564950250","20150107T000000",528000,3,2.5,2810,4932,"2",0,0,3,8,2810,0,2003,0,"98011",47.7739,-122.227,2470,4919 +"3438502715","20140730T000000",385000,4,3,2090,5102,"1",0,0,3,7,1350,740,1994,0,"98106",47.5427,-122.356,2090,5102 +"0280610020","20140902T000000",825000,4,3.25,4110,14219,"2",0,2,4,10,2570,1540,1979,0,"98028",47.7382,-122.264,2760,12283 +"2487200938","20141126T000000",815000,5,3.25,3230,5000,"2",0,1,3,9,2350,880,2002,0,"98136",47.5202,-122.393,1520,5000 +"1775500362","20141013T000000",625000,4,2.5,2601,34335,"2",0,0,3,9,2601,0,1995,0,"98072",47.742,-122.087,2080,32336 +"2483200010","20141007T000000",690000,3,1.75,2070,6000,"1",0,3,3,8,1340,730,1955,0,"98136",47.5226,-122.382,2200,6000 +"4365700130","20150325T000000",210000,3,1,1660,7440,"1",0,0,3,7,1270,390,1957,0,"98106",47.5242,-122.362,1540,7440 +"9136101271","20150416T000000",599000,4,1,1590,4280,"1.5",0,0,3,7,1590,0,1924,0,"98103",47.667,-122.335,2230,4280 +"1370804295","20150212T000000",860000,3,1.75,1860,5584,"1",0,0,3,8,1310,550,1951,0,"98199",47.637,-122.4,1630,6022 +"0422049178","20150212T000000",147200,3,1,1420,9600,"1",0,0,4,6,1420,0,1954,0,"98188",47.4232,-122.292,1400,8415 +"9161100795","20150506T000000",476900,3,1,1240,5758,"1.5",0,0,4,6,960,280,1910,0,"98116",47.5675,-122.396,1460,5750 +"5561300380","20140807T000000",450000,4,2.5,2500,36254,"1",0,0,4,8,1590,910,1978,0,"98027",47.4685,-122.004,2360,36254 +"1443550020","20150506T000000",570000,4,2.5,2640,11816,"2",0,0,3,8,2640,0,1999,0,"98019",47.733,-121.968,2400,11816 +"9547201155","20141016T000000",567500,3,1,1440,3060,"1.5",0,0,4,7,1440,0,1910,0,"98115",47.6769,-122.307,1440,3570 +"3625059120","20141023T000000",790000,5,3.25,3030,20446,"2",0,2,3,9,2130,900,1976,0,"98008",47.6133,-122.106,2890,20908 +"0644000185","20140707T000000",875000,3,1.5,1820,12686,"1",0,0,4,7,1820,0,1952,0,"98004",47.5886,-122.195,3020,11550 +"5710500010","20140610T000000",490000,3,2,2220,10275,"2",0,0,3,9,1640,580,1980,0,"98027",47.5304,-122.055,2300,9975 +"2482410130","20140610T000000",335000,3,1.75,2430,9133,"1",0,0,4,7,1410,1020,1978,0,"98059",47.5116,-122.157,1980,9592 +"6071900130","20150415T000000",550000,3,1.75,1670,10798,"1",0,0,4,8,1670,0,1962,0,"98006",47.549,-122.17,2290,10798 +"6817800630","20140516T000000",385000,3,1.75,1180,10541,"1",0,0,4,7,940,240,1981,0,"98074",47.6348,-122.032,1230,10879 +"6204400130","20140718T000000",395000,3,1.75,1620,8085,"1",0,0,3,7,1210,410,1976,0,"98011",47.7349,-122.197,1700,8085 +"9274203190","20140611T000000",650000,2,1,1030,5750,"1",0,0,5,8,1030,0,1928,0,"98116",47.5861,-122.391,1570,5750 +"0293610020","20150304T000000",637000,4,2.75,2900,5803,"2",0,0,3,9,2900,0,2007,0,"98028",47.7368,-122.232,2900,6212 +"3583400130","20141014T000000",692500,3,2.25,3420,9900,"1",0,0,3,9,1710,1710,1963,2004,"98028",47.7412,-122.256,2290,10700 +"7230400430","20140930T000000",322400,3,1.75,1710,15844,"1",0,0,4,8,1710,0,1964,0,"98059",47.4706,-122.1,1990,20359 +"7140600190","20140905T000000",233500,3,1.5,1580,10517,"1",0,0,4,6,1580,0,1957,0,"98002",47.2903,-122.214,1400,10658 +"6817801410","20140624T000000",400000,3,2,1230,11413,"1",0,0,3,7,990,240,1984,0,"98074",47.6321,-122.034,1570,11517 +"6430500010","20140620T000000",547000,5,2.5,2200,4080,"1.5",0,0,5,7,1420,780,1916,0,"98103",47.6872,-122.35,1300,4080 +"3023049215","20140702T000000",519000,5,2.25,2570,13054,"1",0,1,3,8,1470,1100,1950,1992,"98166",47.4487,-122.352,2570,19807 +"3625710080","20140626T000000",1.025e+006,4,3.5,3320,19850,"1",0,2,4,10,2040,1280,1977,0,"98040",47.527,-122.228,3240,15470 +"3390600010","20140502T000000",365000,3,1,1090,6435,"1",0,0,4,7,1090,0,1955,0,"98106",47.5334,-122.365,1340,6435 +"9238480020","20150319T000000",699000,5,2.75,2970,36817,"2",0,0,4,8,2970,0,1978,0,"98072",47.7731,-122.139,2730,29150 +"1036000080","20141009T000000",525000,3,1.75,1970,8000,"1",0,0,4,8,1970,0,1968,0,"98052",47.6324,-122.1,1910,8000 +"1561930020","20140522T000000",430000,4,3,3220,8936,"2",0,0,3,9,2450,770,1990,0,"98031",47.4208,-122.213,2810,10500 +"3876100080","20141215T000000",325000,3,1,1600,7500,"1",0,0,3,7,1600,0,1966,0,"98034",47.7198,-122.182,2050,7200 +"7454000605","20140710T000000",279000,2,1,670,6300,"1",0,0,5,6,670,0,1942,0,"98126",47.5161,-122.374,760,6300 +"1870400635","20150311T000000",805000,4,1.75,2360,4750,"2",0,0,5,7,1660,700,1911,0,"98115",47.6729,-122.293,1810,4750 +"8820900299","20150204T000000",419950,3,3,2150,3962,"1.5",0,0,3,7,1540,610,1949,0,"98125",47.7183,-122.285,1730,4609 +"8132700185","20150416T000000",425000,2,1,620,4455,"1",0,0,3,6,620,0,1927,0,"98117",47.6877,-122.395,1180,5000 +"6413600275","20140724T000000",446000,4,1.75,1730,5922,"2",0,0,5,7,1730,0,1949,0,"98125",47.7188,-122.321,1700,6127 +"2888000020","20150302T000000",455000,5,2,2500,7860,"1",0,0,3,7,1040,1460,1963,0,"98034",47.7212,-122.226,2060,9684 +"3298700426","20140709T000000",226550,3,1,990,4440,"1",0,0,3,6,990,0,1943,0,"98106",47.522,-122.354,990,6771 +"3362401815","20140930T000000",764000,3,2,1420,4080,"1.5",0,0,5,8,1420,0,1904,0,"98103",47.6801,-122.348,1220,3060 +"5469500020","20150505T000000",439950,3,2.25,2170,15000,"2",0,0,4,8,2170,0,1978,0,"98042",47.3863,-122.158,2430,14256 +"6430000280","20141216T000000",453000,4,2,1880,5100,"1",0,0,3,8,1880,0,1952,0,"98103",47.6872,-122.349,1610,4590 +"1140000190","20150206T000000",219950,3,1,1300,9620,"1",0,0,3,7,1300,0,1971,0,"98003",47.282,-122.331,1420,9620 +"8021700715","20140514T000000",702500,3,1.5,2360,6750,"2",0,0,5,7,1930,430,1926,0,"98103",47.6923,-122.332,1320,4500 +"5151600170","20141016T000000",285000,3,1.5,1780,12231,"1",0,0,4,8,1780,0,1956,0,"98003",47.335,-122.321,2460,12663 +"8129700255","20150213T000000",798750,2,2.25,2160,2578,"3",0,0,3,8,2160,0,2005,0,"98103",47.6607,-122.354,1800,2142 +"9285800345","20140626T000000",320000,2,1,950,5316,"1",0,2,3,7,950,0,1948,0,"98126",47.57,-122.38,1620,6085 +"5706200170","20141216T000000",425000,3,1.75,1680,14630,"1.5",0,0,3,8,1680,0,1985,0,"98027",47.5272,-122.044,1920,14630 +"5536500020","20140716T000000",540000,4,2.5,2290,4450,"2",0,0,3,9,2290,0,2004,0,"98072",47.7385,-122.169,2570,5096 +"0098000950","20141210T000000",1.06e+006,4,5.25,4140,14757,"2",0,2,3,11,4140,0,2005,0,"98075",47.5871,-121.969,4440,15523 +"3362401611","20150325T000000",1.165e+006,4,3.75,3920,4500,"3",0,0,3,8,3920,0,2013,0,"98103",47.6805,-122.346,2040,3000 +"6205500280","20150421T000000",576000,3,1.75,1500,13891,"1",0,0,4,7,1500,0,1951,0,"98005",47.5866,-122.175,2020,13891 +"7199330010","20150417T000000",525000,3,1.75,1720,7200,"1",0,0,3,7,1140,580,1977,0,"98052",47.6977,-122.132,1700,8400 +"1332200130","20140822T000000",324950,4,2.5,2641,8615,"2",0,0,3,7,2641,0,1998,0,"98031",47.4038,-122.213,2641,8091 +"3244500078","20140822T000000",600000,3,2.5,4930,77536,"2",0,0,3,9,3930,1000,1981,0,"98072",47.7634,-122.139,2760,7351 +"3342102880","20140811T000000",464000,3,2.5,2460,5400,"1",0,0,4,8,1520,940,2001,0,"98056",47.5231,-122.202,1745,5400 +"2557000630","20140707T000000",266000,4,2.25,1995,7102,"2",0,0,4,8,1995,0,1981,0,"98023",47.2986,-122.37,1880,7950 +"1117200190","20140804T000000",775000,3,2.5,3010,74390,"2",0,0,3,10,3010,0,1998,0,"98053",47.6442,-121.999,3240,109771 +"8122100130","20140618T000000",415000,3,1.75,1270,4800,"1",0,0,3,7,1270,0,1952,2014,"98126",47.5362,-122.376,1220,4800 +"9558040050","20140919T000000",550000,4,2.75,3080,6731,"2",0,3,3,9,3080,0,2003,0,"98058",47.4522,-122.118,3080,6731 +"5702380630","20150114T000000",235000,3,2.25,1670,7606,"2",0,0,3,7,1670,0,1990,0,"98022",47.1949,-121.982,1670,7433 +"3300790670","20140620T000000",280000,3,2,1470,8089,"1",0,0,3,7,1470,0,1987,0,"98198",47.3878,-122.316,1530,7721 +"2558660190","20141030T000000",459000,3,1.75,1730,7807,"1",0,0,3,7,1260,470,1976,0,"98034",47.7211,-122.169,1800,7650 +"4388000460","20141014T000000",195000,3,1,1070,7615,"1",0,0,4,7,1070,0,1969,0,"98023",47.3189,-122.373,1240,6906 +"3224800010","20141112T000000",235000,3,1.5,1660,8738,"1",0,0,4,7,1080,580,1959,0,"98002",47.3117,-122.208,1500,8466 +"1672000020","20141126T000000",711800,4,2.25,2410,16650,"1",0,0,4,8,2410,0,1965,0,"98006",47.5706,-122.163,2720,11141 +"2767701416","20150116T000000",440000,3,2.5,1040,1032,"3",0,0,3,7,1040,0,2007,0,"98107",47.6673,-122.377,1290,1275 +"7821200307","20150217T000000",515000,2,1,970,3300,"1",0,0,4,7,970,0,1916,0,"98103",47.6609,-122.343,1060,3600 +"4219400290","20140502T000000",1.2e+006,5,2.75,2910,9480,"1.5",0,0,3,8,2910,0,1939,0,"98105",47.6552,-122.278,2940,6600 +"6072650290","20150406T000000",560000,3,1.75,2340,12443,"1.5",0,0,4,8,2340,0,1965,0,"98006",47.5432,-122.177,1970,9600 +"5647900670","20140620T000000",340000,3,1.75,1880,11249,"1",0,0,3,7,1330,550,1985,0,"98001",47.3295,-122.257,1870,14547 +"1965200010","20141110T000000",600000,2,1,1110,3500,"1.5",0,0,3,6,970,140,1912,0,"98102",47.6453,-122.327,1884,1778 +"0319500080","20140618T000000",764000,4,2.5,2790,7938,"2",0,0,3,9,2790,0,1997,0,"98074",47.6223,-122.026,2780,7779 +"9526500080","20140729T000000",337000,4,2,1590,8779,"1",0,0,3,8,1590,0,2001,0,"98019",47.7408,-121.974,2090,9600 +"7856410430","20140530T000000",1.385e+006,6,2.75,5700,20000,"1",0,4,4,10,2850,2850,1977,0,"98006",47.5601,-122.16,3690,15700 +"8128700005","20141119T000000",249000,4,1,1200,7552,"1",0,0,3,6,1060,140,1919,0,"98126",47.5317,-122.37,1580,7680 +"3444910020","20140715T000000",350000,3,3,3200,35782,"1",0,0,3,8,2360,840,1978,0,"98042",47.4121,-122.154,3090,37887 +"2025700130","20150129T000000",269950,3,2.25,1510,6000,"1",0,0,4,7,1150,360,1993,0,"98038",47.3484,-122.036,1510,6000 +"0224069134","20150225T000000",735000,3,1.75,1880,108900,"1",0,0,3,7,1880,0,1978,0,"98075",47.5913,-122.01,2730,37731 +"4217400305","20150331T000000",1.295e+006,4,2.5,3070,4000,"2",0,0,4,8,2070,1000,1940,0,"98105",47.659,-122.281,2560,4000 +"3288301410","20140911T000000",475000,4,2.25,2110,7560,"2",0,0,4,8,2110,0,1974,0,"98034",47.7331,-122.183,2110,7560 +"9264950660","20150310T000000",339000,3,2,2350,8459,"1.5",0,0,3,9,2350,0,1989,0,"98023",47.3043,-122.349,2430,8459 +"6744700285","20150311T000000",600000,4,3.5,3270,15160,"1",0,2,3,8,1660,1610,1997,0,"98155",47.7437,-122.287,2790,15160 +"7750500275","20140807T000000",397500,4,1.75,2220,4760,"1",0,0,3,7,1320,900,1918,0,"98106",47.5215,-122.348,940,4760 +"1125069153","20140822T000000",1.525e+006,4,3.5,5990,111078,"2",0,0,3,11,5990,0,2004,0,"98053",47.667,-121.994,4690,118918 +"1425059178","20140507T000000",460000,3,2,1760,9055,"2",0,0,4,7,1760,0,1985,0,"98052",47.6534,-122.128,2010,9383 +"6671900130","20141216T000000",370000,4,2.75,2200,5207,"1",0,0,5,7,1120,1080,1951,0,"98133",47.74,-122.343,1210,6008 +"3172600151","20150325T000000",250000,4,1,1550,7296,"1.5",0,0,3,6,1550,0,1957,0,"98106",47.5184,-122.366,1370,7680 +"7237550020","20140703T000000",1.1e+006,4,3.75,5070,60123,"2",0,0,3,11,5070,0,2000,0,"98053",47.6567,-122.004,4920,101930 +"1934800078","20140930T000000",430000,2,2.25,1040,1516,"2",0,0,3,8,1040,0,2008,0,"98122",47.6037,-122.307,1560,1920 +"4385700660","20140807T000000",1.085e+006,3,1.5,2560,4000,"1.5",0,0,5,8,1660,900,1927,0,"98112",47.6384,-122.279,2560,4000 +"0923000414","20150419T000000",670000,3,1.75,1850,8160,"1",0,0,3,8,1850,0,1952,0,"98177",47.7241,-122.363,1600,8160 +"2624049167","20150423T000000",461550,3,1.5,2090,11895,"1",0,0,3,7,1790,300,1954,0,"98118",47.5362,-122.267,2180,11072 +"8929000380","20140805T000000",479990,3,2.5,2010,2386,"2",0,0,3,8,1390,620,2014,0,"98029",47.5525,-121.998,1690,1870 +"4221250010","20150414T000000",643000,4,2.5,2518,4663,"2",0,0,3,8,2518,0,2005,0,"98075",47.5894,-122.017,2280,4525 +"8861500080","20140930T000000",607000,3,2.75,2810,12813,"2",0,0,3,8,2040,770,1988,0,"98052",47.6796,-122.114,1890,10336 +"1592000780","20140523T000000",625000,3,2.5,2600,10092,"1",0,0,3,9,2600,0,1984,0,"98074",47.6223,-122.032,2440,9298 +"2484200080","20140729T000000",731100,3,2.5,2060,8778,"1",0,0,3,8,1160,900,1953,2010,"98136",47.5245,-122.384,1990,7560 +"2322059136","20150309T000000",859000,3,2.5,2920,434728,"2",0,3,4,8,2920,0,1999,0,"98042",47.3809,-122.13,3150,55216 +"2591820080","20141103T000000",435000,4,2.5,2130,10375,"2",0,0,4,8,2130,0,1986,0,"98058",47.4381,-122.16,2220,8508 +"5729000080","20141029T000000",465000,3,3,2290,15600,"1",0,0,3,8,1420,870,1948,1990,"98001",47.3558,-122.29,1890,14143 +"5100402764","20150415T000000",740000,3,1,1230,6380,"1.5",0,0,3,7,1230,0,1927,0,"98115",47.6947,-122.315,1250,6380 +"5454000010","20141210T000000",740000,3,1.75,2020,9478,"1",0,0,4,9,2020,0,1961,0,"98040",47.5383,-122.238,3050,15594 +"5412300130","20141119T000000",250000,3,2,1430,7280,"1",0,0,3,7,990,440,1980,0,"98030",47.3742,-122.18,1430,7280 +"6873000190","20150311T000000",656000,2,2.5,2270,1763,"3",0,0,3,7,1820,450,2009,0,"98052",47.6757,-122.121,2180,1763 +"9485300190","20141009T000000",300000,4,2.5,1910,8058,"2",0,0,3,8,1910,0,1992,0,"98031",47.3891,-122.172,1910,6500 +"0326069132","20150220T000000",643000,3,1.5,1780,214315,"1",0,0,3,7,1780,0,1954,0,"98077",47.7631,-122.028,2740,133419 +"3832061060","20140807T000000",311000,4,2.5,2690,6124,"2",0,0,3,7,2690,0,2007,0,"98042",47.3343,-122.058,2300,6002 +"6918730130","20140721T000000",360000,3,1.75,1330,7482,"1",0,0,4,7,1330,0,1975,0,"98034",47.7322,-122.207,1480,8096 +"7952800010","20140519T000000",475000,4,2.5,3060,10043,"1",0,0,4,8,1700,1360,1968,0,"98133",47.7387,-122.337,1630,8296 +"3834500417","20140809T000000",469950,3,3.25,1760,1778,"3",0,0,3,8,1760,0,2008,0,"98125",47.7201,-122.301,1520,1615 +"5071700020","20140703T000000",240000,3,1.75,1570,8750,"1",0,0,3,7,1570,0,1960,0,"98148",47.4425,-122.333,1890,8825 +"3826000470","20140929T000000",232000,2,1,960,8100,"1",0,0,3,6,810,150,1936,0,"98168",47.494,-122.304,960,12150 +"0921059132","20140813T000000",350000,3,2,1680,81893,"1",0,0,3,7,1680,0,1991,0,"98092",47.3248,-122.179,2480,38637 +"1926059027","20150109T000000",803000,2,1,1440,33747,"1.5",0,0,3,7,1440,0,1928,0,"98034",47.7223,-122.209,1980,8400 +"1328320440","20141210T000000",355000,3,2.25,1960,7000,"1",0,0,3,8,1600,360,1980,0,"98058",47.4427,-122.126,1980,7140 +"1972202005","20140521T000000",475000,4,2,1790,2250,"1",0,2,4,7,840,950,1909,0,"98103",47.6526,-122.345,1440,1545 +"2592201350","20150324T000000",823000,3,2.5,2560,9825,"2",0,0,4,9,2560,0,1988,0,"98006",47.5497,-122.145,2710,12034 +"6430500293","20141112T000000",395000,2,1.5,1010,3060,"1",0,0,4,7,1010,0,1918,0,"98103",47.6897,-122.354,1160,4080 +"6450300840","20150427T000000",499000,4,3.75,2560,5250,"2",0,0,3,7,1900,660,1963,2006,"98133",47.7326,-122.342,1400,5250 +"1189000225","20150402T000000",420000,2,1.75,1200,3136,"1",0,0,3,7,800,400,1904,2005,"98122",47.6132,-122.297,1330,3164 +"7804700020","20140812T000000",961500,3,2.5,3910,14000,"2",0,0,3,10,3910,0,1999,0,"98008",47.6374,-122.12,2280,14000 +"9542300430","20150331T000000",833000,4,1.75,2260,12238,"1",0,0,3,9,2260,0,1967,0,"98005",47.5976,-122.178,2430,10204 +"1775930440","20140623T000000",479000,3,2.25,2110,11319,"2",0,0,4,8,2110,0,1978,0,"98072",47.742,-122.105,1860,11319 +"1725059182","20140701T000000",1.15e+006,4,2.5,3340,10422,"2",0,0,3,10,3340,0,1996,0,"98033",47.6515,-122.197,1770,9490 +"3992700130","20140708T000000",267000,3,1,1400,8100,"1.5",0,0,3,6,1400,0,1944,0,"98125",47.7124,-122.289,1420,8100 +"0824069193","20140911T000000",555000,4,1.75,1760,94525,"1.5",0,0,3,7,1760,0,1988,0,"98075",47.5882,-122.07,3030,34848 +"3904910480","20140731T000000",490000,3,2.5,2010,9725,"2",0,0,4,8,2010,0,1987,0,"98029",47.568,-122.018,1850,6858 +"2877102651","20140529T000000",619000,4,2,2300,3400,"1.5",0,0,5,8,1550,750,1915,0,"98117",47.678,-122.361,1670,4200 +"9289100170","20141031T000000",569950,5,2.75,2510,28185,"1",0,0,4,7,1600,910,1963,0,"98155",47.7719,-122.282,2910,14880 +"3797000680","20141125T000000",549000,3,2,1340,3000,"2",0,0,5,7,1340,0,1905,0,"98103",47.6857,-122.349,1120,3000 +"3378900020","20141023T000000",422500,3,1.75,1560,7245,"1.5",0,0,3,7,1560,0,1962,1985,"98052",47.6868,-122.119,2220,8502 +"4180300050","20140801T000000",400000,4,3.5,3350,9681,"1",0,1,3,7,2140,1210,1980,0,"98198",47.3978,-122.322,2580,9681 +"7852010670","20140709T000000",692500,4,2.75,3710,7984,"2",0,0,3,9,3710,0,1999,0,"98065",47.5352,-121.868,2950,7984 +"8562890280","20140626T000000",310000,4,2.5,2430,5499,"2",0,0,3,8,2430,0,2002,0,"98042",47.3779,-122.125,2890,5190 +"3991400080","20141216T000000",499900,3,1.75,2430,8820,"1",0,2,3,8,1630,800,1977,0,"98178",47.4972,-122.233,2390,10050 +"8651510020","20140827T000000",492000,3,2.25,2100,7335,"2",0,0,3,8,2100,0,1983,0,"98074",47.647,-122.061,2050,8930 +"3924500130","20150506T000000",460000,2,2.5,1880,40575,"1",0,0,3,9,1880,0,1987,0,"98024",47.5614,-121.899,1930,32935 +"2533300130","20140716T000000",800000,3,2.5,1630,2640,"2",0,0,5,8,1630,0,1919,0,"98119",47.6452,-122.371,1630,3000 +"0510002995","20150407T000000",832600,4,1,1640,4200,"1.5",0,0,3,7,1640,0,1925,0,"98103",47.6601,-122.332,1730,3990 +"3825500080","20150318T000000",470000,4,2.75,2310,7350,"1",0,0,3,8,1670,640,1989,0,"98011",47.7505,-122.182,2600,6077 +"8682231190","20141021T000000",542000,2,2,1930,4500,"1",0,0,3,8,1930,0,2003,0,"98053",47.7104,-122.031,1670,5200 +"9412400185","20140619T000000",1.3095e+006,4,4.5,4750,13912,"2",0,2,3,10,3600,1150,2005,0,"98118",47.5332,-122.265,3600,22124 +"7893804790","20141010T000000",308130,4,2.5,2300,7500,"1",0,3,2,7,1650,650,1959,0,"98198",47.4125,-122.33,2300,7500 +"3630070010","20150311T000000",310000,2,1,1050,2699,"1",0,0,3,7,1050,0,2005,0,"98029",47.5471,-121.996,1240,2671 +"0723049132","20141022T000000",235000,2,1,1500,8015,"1",0,0,3,6,1500,0,1947,0,"98146",47.5027,-122.348,1130,8015 +"1432600415","20140919T000000",215000,3,1,1150,7560,"1",0,0,4,6,1150,0,1958,0,"98058",47.4613,-122.184,1230,7560 +"3306200010","20140605T000000",210000,4,1.5,1920,10403,"1",0,0,3,7,1370,550,1959,0,"98023",47.2987,-122.366,1550,9619 +"0425069102","20141126T000000",730000,4,2.75,3660,150282,"2",0,0,3,10,3660,0,1990,0,"98053",47.6813,-122.048,3090,53578 +"1683600130","20141210T000000",245000,3,1.75,1720,9342,"1",0,0,4,7,1140,580,1981,0,"98092",47.3177,-122.182,1330,7540 +"3741600020","20140915T000000",540000,3,2.25,2100,20018,"1",0,4,3,8,1470,630,1948,0,"98166",47.4544,-122.366,2410,17196 +"5412101150","20150203T000000",299000,4,2.5,2400,6078,"2",0,0,3,8,2400,0,2001,0,"98001",47.2606,-122.285,2406,7642 +"0509000020","20141118T000000",510000,3,2.5,2540,40106,"2",0,0,3,10,2540,0,1991,0,"98074",47.6037,-122.043,3190,71797 +"1311500020","20140703T000000",198000,4,1.75,2080,7200,"1",0,0,4,7,1050,1030,1966,0,"98001",47.3385,-122.282,1500,7350 +"0662350050","20140523T000000",950000,5,3.25,3400,7452,"2",0,0,3,10,3400,0,1999,0,"98007",47.6141,-122.136,2650,8749 +"3327020290","20150220T000000",300000,4,1.75,2200,7600,"2",0,0,3,8,2200,0,1978,0,"98092",47.3131,-122.191,1910,7600 +"1086100130","20140904T000000",528000,5,1.75,2140,8580,"1",0,0,3,7,1200,940,1962,0,"98033",47.6625,-122.178,1600,9206 +"2111011060","20140618T000000",507000,5,3.25,3850,16249,"2",0,2,3,9,3030,820,2002,0,"98092",47.3324,-122.168,2640,7393 +"7852090280","20150219T000000",770000,4,3.25,4270,6384,"2",0,0,3,9,3060,1210,2001,0,"98065",47.5362,-121.874,2850,6285 +"2873000780","20150220T000000",255000,3,1.75,1340,7210,"1",0,0,4,7,1340,0,1975,0,"98031",47.4182,-122.167,1370,7210 +"3530470190","20150505T000000",220000,1,1.5,1100,3451,"1.5",0,0,4,8,1100,0,1978,0,"98198",47.3829,-122.322,1400,4560 +"5014600440","20150223T000000",690700,5,2.75,2870,5349,"2",0,0,3,9,2870,0,2005,0,"98059",47.5405,-122.187,2800,5000 +"5049800005","20140627T000000",447000,2,1,1320,8380,"1",0,0,3,7,1320,0,1953,0,"98177",47.705,-122.367,1290,8025 +"7443001470","20140520T000000",755000,6,2,2150,4505,"1",0,0,3,7,1270,880,1952,0,"98119",47.6514,-122.369,1740,4505 +"2771604640","20150313T000000",700000,4,1.5,2470,6000,"1.5",0,0,3,7,1480,990,1940,0,"98199",47.6365,-122.391,2140,4000 +"7140200280","20140715T000000",250000,4,2.75,1910,7700,"1",0,0,4,7,1000,910,1980,0,"98030",47.369,-122.17,1880,7875 +"3793500780","20140510T000000",320000,3,2.5,2130,6969,"2",0,0,3,7,2130,0,2003,0,"98038",47.3655,-122.027,1670,9545 +"5525400420","20140514T000000",565000,4,2.5,2240,14667,"2",0,0,4,9,2240,0,1989,0,"98059",47.5276,-122.161,2410,11243 +"7986400305","20150424T000000",754300,5,2.75,1800,4500,"2",0,0,4,7,1680,120,1939,0,"98107",47.6648,-122.358,1730,4500 +"3619600143","20140505T000000",650000,3,1.5,2160,9000,"1",0,2,4,8,1400,760,1949,0,"98177",47.7241,-122.369,3010,9000 +"7787890050","20150218T000000",529888,4,2.5,3140,8455,"2",0,0,3,8,3140,0,2003,0,"98059",47.4866,-122.147,3140,7391 +"2780700050","20141106T000000",432000,3,2.5,1920,9812,"2",0,0,3,8,1920,0,2000,0,"98028",47.7633,-122.243,1830,10534 +"5595900280","20150318T000000",235000,3,1,1050,7670,"1.5",0,0,5,7,1050,0,1955,0,"98022",47.2046,-121.996,1220,7670 +"7203220130","20150127T000000",994900,4,3.5,3695,6556,"2",0,0,3,9,3695,0,2014,0,"98053",47.683,-122.015,4160,6786 +"9406540130","20150403T000000",489000,4,2.5,3910,8442,"2",0,0,3,9,2710,1200,2000,0,"98038",47.3766,-122.027,2650,7576 +"9526600250","20150420T000000",800000,4,2.75,3010,7427,"2",0,0,3,8,3010,0,2010,0,"98052",47.7068,-122.112,3000,4929 +"9542900190","20140516T000000",370000,4,1.5,1370,9957,"1",0,0,3,7,900,470,1972,0,"98034",47.7237,-122.181,1510,8088 +"3840700653","20141212T000000",436000,4,2.75,2080,9600,"1",0,0,3,8,1240,840,1979,0,"98034",47.7149,-122.235,1880,9525 +"6084200080","20140528T000000",395000,3,2.5,2250,3757,"2",0,0,3,7,2250,0,2006,0,"98059",47.4787,-122.129,2250,4556 +"3705900130","20140523T000000",377691,5,1.75,2120,8399,"1",0,0,4,7,1320,800,1942,0,"98133",47.7621,-122.335,2120,8398 +"3333002385","20150417T000000",370000,5,3,2220,5185,"2",0,3,3,7,2220,0,2003,0,"98118",47.543,-122.29,2340,6316 +"3904910050","20141023T000000",515000,3,2.5,1440,4394,"1",0,0,5,8,1440,0,1987,0,"98029",47.5688,-122.019,1900,5893 +"5556900080","20140926T000000",169000,3,1,910,7686,"1",0,0,3,7,910,0,1969,0,"98001",47.3405,-122.288,1020,7686 +"4443800415","20150321T000000",475000,3,1,1270,4268,"1",0,0,3,7,1270,0,1921,0,"98117",47.6848,-122.392,1310,4080 +"3791400250","20150425T000000",420000,3,2.5,2480,6180,"2",0,0,3,9,2480,0,1999,0,"98031",47.4044,-122.208,2870,6180 +"9551201585","20140701T000000",1.297e+006,6,2.75,2630,9420,"2",0,0,5,9,2510,120,1900,0,"98103",47.6695,-122.337,1540,4969 +"7856620050","20150225T000000",822000,3,2,2410,13300,"2",0,0,3,9,1840,570,1985,0,"98006",47.5632,-122.148,2930,10900 +"9320200050","20141216T000000",1.5e+006,4,2.75,2930,25697,"1",0,0,4,9,2310,620,1964,0,"98004",47.6264,-122.226,3810,20681 +"1954420380","20150330T000000",485000,3,2.25,1570,6810,"1",0,0,3,8,1180,390,1988,0,"98074",47.6176,-122.044,1620,6584 +"0740500010","20140807T000000",270000,4,1,1900,8505,"1",0,0,3,7,1200,700,1956,0,"98055",47.4406,-122.196,1440,8505 +"6673050020","20150401T000000",300000,6,2.5,2590,11250,"1",0,0,4,8,1390,1200,1978,0,"98055",47.4608,-122.196,2270,8360 +"1853081060","20150416T000000",878000,4,2.5,3810,7728,"2",0,0,3,9,3810,0,2007,0,"98074",47.5925,-122.058,3290,7728 +"6308000020","20150403T000000",590000,3,2.5,2290,4203,"2",0,0,3,9,2290,0,2001,0,"98006",47.5441,-122.172,2290,5089 +"1720800305","20141119T000000",611900,1,2.25,1220,2100,"2",0,2,4,8,1220,0,1946,1979,"98033",47.6703,-122.204,3150,6000 +"1682000280","20150319T000000",240000,3,1.75,1100,7373,"1",0,0,4,7,1100,0,1968,0,"98092",47.3124,-122.183,1430,8415 +"3814800280","20150417T000000",395000,4,2.5,2810,10951,"2",0,0,3,8,2810,0,2003,0,"98092",47.3249,-122.187,1680,6625 +"3352402195","20140716T000000",169000,3,1,890,7110,"1",0,0,3,6,890,0,1957,0,"98178",47.4971,-122.261,1100,8375 +"9320600170","20150324T000000",200500,3,2,1280,14972,"1",0,0,3,7,1280,0,1963,0,"98031",47.4129,-122.209,1800,9698 +"5205000250","20150410T000000",308000,3,2.5,2320,7140,"2",0,0,3,8,2320,0,1990,0,"98003",47.275,-122.295,2360,7955 +"9264920250","20140710T000000",290256,3,2.25,1720,7885,"2",0,0,3,8,1720,0,1983,0,"98023",47.3136,-122.344,2340,7885 +"2473101190","20150427T000000",279950,3,1.75,1530,8800,"1",0,0,4,7,1040,490,1967,0,"98058",47.4483,-122.158,1530,8690 +"5437820020","20140807T000000",195000,3,1.75,1580,7875,"1",0,0,3,7,1580,0,1979,0,"98022",47.1958,-122.003,1560,8314 +"4067600275","20140826T000000",630000,3,1,1360,13000,"1",0,0,5,6,1360,0,1945,0,"98010",47.3359,-122.033,1890,19650 +"6447300345","20150406T000000",1.16e+006,4,3,2680,15438,"2",0,2,3,8,2680,0,1902,1956,"98039",47.6109,-122.226,4480,14406 +"3905100280","20140701T000000",478000,3,2.25,1640,3896,"2",0,0,3,8,1640,0,1994,0,"98029",47.5689,-122.006,1780,3999 +"9285800275","20140814T000000",835000,3,2.25,2520,6690,"2",0,2,5,8,1700,820,1944,1990,"98126",47.5705,-122.381,1990,5792 +"1891100130","20150417T000000",639000,3,2.25,1400,2421,"2",0,0,3,9,1400,0,2005,0,"98034",47.695,-122.169,1500,2743 +"1592000250","20141013T000000",623000,4,2.75,2300,12633,"2",0,0,3,9,2300,0,1984,0,"98074",47.6218,-122.032,2240,9246 +"2328800130","20141217T000000",220000,3,1.75,1900,7680,"1",0,0,3,7,1260,640,1959,0,"98178",47.5081,-122.266,2000,7740 +"6067910130","20150325T000000",526000,3,2.25,2000,18099,"1",0,0,4,8,1250,750,1978,0,"98006",47.5443,-122.18,2060,12000 +"3333002790","20150123T000000",243500,2,1,900,5016,"1",0,0,3,6,900,0,1948,0,"98118",47.542,-122.282,1420,5184 +"9478400080","20140512T000000",750000,4,2.5,2980,4930,"2",0,0,3,9,2890,90,2000,0,"98006",47.5445,-122.12,2980,6099 +"3450300020","20150318T000000",329000,4,2,1850,9126,"1",0,0,5,7,1850,0,1963,0,"98059",47.5009,-122.164,1730,9110 +"2663000050","20140926T000000",525000,4,1,1570,4000,"1.5",0,0,3,7,1570,0,1920,0,"98102",47.6275,-122.321,1610,4000 +"3145600250","20150317T000000",190000,2,1,670,3101,"1",0,0,4,6,670,0,1948,0,"98118",47.5546,-122.274,1660,4100 +"6206100130","20140626T000000",772650,4,2.5,2660,10800,"1",0,0,3,7,2660,0,1955,2014,"98005",47.5894,-122.172,2640,10800 +"8944320420","20140710T000000",355000,3,2.5,2110,4038,"2",0,0,4,8,2110,0,1989,0,"98042",47.3875,-122.153,2110,3727 +"0224069145","20150401T000000",650000,3,1.75,1970,54450,"1",0,0,3,8,1570,400,1980,0,"98075",47.5936,-122.012,2460,36677 +"3363900280","20150311T000000",678500,3,2.75,1210,3600,"1.5",0,2,5,7,1210,0,1910,0,"98103",47.6798,-122.354,1630,3910 +"7504110050","20140626T000000",669950,4,2.5,2670,11877,"2",0,0,3,9,2670,0,1996,0,"98074",47.6327,-122.036,2430,11333 +"0624100950","20150311T000000",850000,3,2.25,3000,18450,"1",0,0,3,10,3000,0,1983,0,"98077",47.7274,-122.062,2980,12304 +"9416400020","20140827T000000",572000,3,2.75,2200,3885,"2",0,0,3,8,2200,0,2002,0,"98074",47.6171,-122.028,2710,6000 +"3578400950","20140801T000000",492450,3,1.75,1540,13002,"1",0,0,2,8,1200,340,1984,0,"98074",47.6231,-122.044,1620,10098 +"4100000050","20141030T000000",813000,3,1.75,2080,11866,"1",0,0,3,8,2080,0,1960,0,"98005",47.5872,-122.173,2240,10696 +"3475000080","20140828T000000",710000,3,2,1780,9732,"1",0,0,3,8,1780,0,1967,0,"98040",47.5796,-122.229,1900,10200 +"7871500345","20141202T000000",792500,3,1.5,1960,2400,"2",0,0,3,8,1330,630,1911,0,"98119",47.6423,-122.37,2090,4000 +"8857600680","20150313T000000",285900,5,1.5,1690,7725,"1.5",0,0,4,7,1690,0,1961,0,"98032",47.3859,-122.288,1690,7739 +"2817100430","20150511T000000",389000,3,2,2080,12972,"1",0,0,4,7,1250,830,1981,0,"98070",47.3733,-122.432,1530,10089 +"7649400170","20141205T000000",675000,3,2.25,2070,2833,"2",0,2,3,8,1490,580,1966,0,"98136",47.5543,-122.398,1940,3794 +"4048400185","20141022T000000",352000,2,0.75,760,33801,"1",0,0,4,4,760,0,1931,0,"98059",47.4703,-122.076,1100,39504 +"3303960250","20150507T000000",1.05e+006,4,3.25,4020,11588,"2",0,0,3,11,4020,0,2000,0,"98059",47.5217,-122.155,3190,8066 +"2785000480","20150108T000000",768500,4,1.75,3620,10400,"1",0,0,4,8,1820,1800,1965,0,"98005",47.6069,-122.167,2410,10400 +"2926049400","20141226T000000",500000,4,2,2330,7778,"1",0,0,3,7,1230,1100,1961,0,"98125",47.7109,-122.323,1250,8160 +"5452302195","20141230T000000",685000,3,2.5,1460,8800,"1",0,0,4,7,1460,0,1956,0,"98040",47.5895,-122.232,2200,8800 +"3528900980","20140523T000000",648475,4,2.75,2250,5700,"1",0,0,3,8,1200,1050,1951,0,"98109",47.6406,-122.344,1720,3850 +"3886901795","20150422T000000",655000,6,5,2850,6600,"2",0,0,3,7,2850,0,1994,0,"98033",47.6813,-122.187,1870,9900 +"1868900675","20140912T000000",895000,4,2.75,2640,4000,"2",0,0,5,8,1730,910,1925,0,"98115",47.6727,-122.297,1530,3740 +"4031000290","20150408T000000",195000,3,1,1310,9554,"1",0,0,3,7,960,350,1962,0,"98001",47.2949,-122.285,1310,9845 +"9264960480","20141208T000000",368000,4,2.5,2720,7350,"2",0,0,3,9,2720,0,1989,0,"98023",47.3028,-122.35,2570,8336 +"3303980680","20150228T000000",997000,4,3.5,3430,13609,"2",0,0,3,11,3430,0,2001,0,"98059",47.5196,-122.151,3880,11614 +"1775930010","20141222T000000",335000,3,2.75,1990,19991,"1",0,0,3,7,1340,650,1977,0,"98072",47.7434,-122.106,1750,9775 +"3329520170","20140521T000000",250000,3,2,1170,7258,"1",0,0,3,7,1170,0,1984,0,"98001",47.3333,-122.266,1410,7750 +"9321010130","20150312T000000",278500,3,1.75,1390,8980,"1",0,0,4,8,1390,0,1985,0,"98022",47.2015,-122.005,1770,9085 +"7696600020","20150128T000000",260000,4,1.5,1540,7300,"2",0,0,3,7,1540,0,1973,0,"98001",47.3317,-122.276,1580,7650 +"2690600005","20141001T000000",162500,2,1,760,6141,"1",0,0,2,6,760,0,1920,0,"98118",47.5469,-122.277,900,4120 +"0923049323","20140714T000000",239000,4,1,1280,8316,"1",0,0,3,6,1280,0,1950,0,"98168",47.4989,-122.302,1310,7830 +"6705870080","20141121T000000",600000,4,2.5,2990,5122,"2",0,0,3,8,2990,0,2004,0,"98075",47.5773,-122.055,3140,7875 +"3797710010","20150428T000000",350000,4,2.25,1770,7778,"2",0,0,3,7,1770,0,1998,0,"98031",47.4192,-122.201,1770,7591 +"0098030630","20141215T000000",852500,5,3.75,3830,8131,"2",0,0,3,10,3830,0,2005,0,"98075",47.5837,-121.971,3570,7290 +"8106300840","20140721T000000",485000,3,2.5,2870,5490,"2",0,0,3,9,2870,0,2008,0,"98055",47.4471,-122.207,3040,5442 +"1074100020","20141007T000000",299000,3,1,1520,8320,"1",0,0,3,6,1520,0,1953,0,"98133",47.7699,-122.335,1500,8320 +"0418000010","20150422T000000",227450,2,1,660,6509,"1",0,0,4,5,660,0,1952,0,"98056",47.4938,-122.171,970,5713 +"1782000130","20140523T000000",383000,3,1,1800,5612,"1",0,0,4,7,1200,600,1942,0,"98126",47.525,-122.378,1450,5250 +"2124079093","20150112T000000",835000,2,3.25,3570,392475,"1",0,0,3,9,2370,1200,1998,0,"98024",47.5448,-121.93,3190,217800 +"9828702890","20150211T000000",760000,5,1.5,3050,2992,"1.5",0,0,4,8,1920,1130,1931,0,"98112",47.621,-122.302,1200,1209 +"3797001815","20150217T000000",532500,2,1,820,3000,"1",0,0,4,7,820,0,1924,0,"98103",47.6842,-122.348,1490,3000 +"6979900080","20141125T000000",635000,3,2.5,3610,26359,"1",0,0,3,8,1950,1660,1998,0,"98053",47.6306,-121.968,2620,26427 +"7319900345","20140825T000000",438500,3,2,1490,3072,"1",0,0,5,7,770,720,1912,0,"98144",47.5772,-122.307,1320,3072 +"4346300010","20140618T000000",545500,3,2.5,1560,9361,"1.5",0,0,4,7,1360,200,1936,0,"98108",47.5591,-122.295,1670,6244 +"2432000130","20150414T000000",675000,3,1.75,1660,9549,"1",0,0,3,7,1660,0,1956,0,"98033",47.6503,-122.198,2090,9549 +"9165100130","20140618T000000",450000,3,1.75,1180,4080,"1",0,0,4,6,760,420,1928,0,"98117",47.6825,-122.391,1490,4080 +"0844000425","20141223T000000",199999,3,1,960,10815,"1",0,0,5,5,960,0,1900,0,"98010",47.3091,-122.006,1330,10815 +"6076500364","20140910T000000",375000,3,1.5,1630,16170,"1",0,0,3,7,1630,0,1988,0,"98034",47.7104,-122.235,1630,9931 +"9238430430","20150430T000000",600000,4,2.25,2260,43847,"2",0,0,3,8,2260,0,1982,0,"98072",47.7713,-122.129,2470,37304 +"2854800095","20140708T000000",292600,3,1.5,1520,7123,"1",0,0,4,7,1520,0,1959,0,"98056",47.4991,-122.176,1450,8023 +"0031200020","20150319T000000",1.038e+006,5,2.75,3050,8904,"1",0,0,4,8,1650,1400,1956,0,"98040",47.5709,-122.214,2920,8904 +"5364200381","20141010T000000",610000,3,1,1000,4959,"1",0,0,3,8,1000,0,1945,0,"98105",47.6629,-122.277,2240,4959 +"1515910290","20140825T000000",397450,4,2.5,2650,9451,"2",0,0,4,8,2650,0,1993,0,"98042",47.3693,-122.129,2510,8850 +"3459000020","20150414T000000",382000,3,2.25,1750,15528,"1",0,0,3,8,1270,480,1963,0,"98155",47.7739,-122.274,2170,12000 +"3303000130","20150116T000000",370000,3,2.25,1770,7667,"1",0,0,3,8,1270,500,1966,0,"98177",47.7724,-122.362,2180,8103 +"3303000130","20150428T000000",520000,3,2.25,1770,7667,"1",0,0,3,8,1270,500,1966,0,"98177",47.7724,-122.362,2180,8103 +"3235100080","20140701T000000",260000,2,1,770,7906,"1",0,0,4,6,770,0,1948,0,"98155",47.766,-122.32,990,7906 +"7284900460","20141120T000000",890000,4,2.5,3370,7200,"2",0,0,3,8,3370,0,2014,0,"98177",47.7698,-122.384,1880,7200 +"6332940020","20140826T000000",344000,5,2,2130,8412,"1",0,0,3,7,1440,690,1946,2000,"98155",47.7403,-122.318,2310,7474 +"8802400415","20140625T000000",205000,3,1,1050,8498,"1",0,0,3,7,1050,0,1958,0,"98031",47.4038,-122.203,1340,8498 +"4131500190","20150507T000000",379000,5,2.5,2803,8550,"1",0,0,3,8,2803,0,1963,2011,"98003",47.3032,-122.306,1810,8550 +"7524400250","20140822T000000",424240,3,2,2080,12094,"2",0,0,4,8,2080,0,1982,0,"98052",47.7035,-122.164,2230,12204 +"7524400250","20141124T000000",589950,3,2,2080,12094,"2",0,0,4,8,2080,0,1982,0,"98052",47.7035,-122.164,2230,12204 +"4441300440","20140512T000000",582000,4,1.75,2120,4650,"1",0,1,3,7,1190,930,1951,0,"98117",47.6964,-122.4,2070,6487 +"1898200080","20150312T000000",349000,3,2.5,2550,7709,"2",0,0,3,9,2550,0,1989,0,"98023",47.3081,-122.391,2410,9250 +"1245003375","20150408T000000",658000,3,1,1290,12005,"1",0,0,4,7,1290,0,1966,0,"98033",47.6835,-122.199,1930,8000 +"3574300250","20141029T000000",294000,5,2.75,1790,5000,"1.5",0,0,4,7,1060,730,1915,0,"98106",47.5655,-122.363,1400,5000 +"5071400104","20140626T000000",690000,5,3.5,2720,7598,"2",0,0,3,8,1860,860,1993,0,"98115",47.6931,-122.283,2430,7728 +"9287801150","20150423T000000",600000,3,1,1040,5000,"1.5",0,2,3,7,1040,0,1912,0,"98107",47.6754,-122.359,1440,4400 +"8651431100","20150116T000000",199990,3,1,840,5200,"1",0,0,3,6,840,0,1969,2014,"98042",47.3685,-122.077,870,5200 +"0236500010","20141209T000000",220000,3,1.75,1650,8850,"1",0,0,3,7,1650,0,1959,0,"98188",47.4331,-122.291,1400,8800 +"1441800250","20150126T000000",440000,4,2.25,2080,15750,"1",0,0,3,8,1460,620,1976,0,"98034",47.7225,-122.2,1960,10500 +"8929000050","20140904T000000",439990,4,2.5,1540,1994,"2",0,0,3,8,1540,0,2014,0,"98029",47.5526,-121.999,1540,1689 +"0098030660","20150311T000000",815000,4,2.5,3880,7208,"2",0,0,3,10,3880,0,2006,0,"98075",47.5841,-121.971,3280,7221 +"3905100380","20150421T000000",535000,4,2.25,1860,3766,"2",0,0,3,8,1860,0,1995,0,"98029",47.5699,-122.006,1860,4169 +"1140000050","20141126T000000",215000,3,1.75,1280,10016,"1",0,0,4,7,1280,0,1975,0,"98003",47.2823,-122.333,1670,9764 +"5561000010","20150223T000000",605000,3,2.5,3200,35012,"1.5",0,0,3,8,2100,1100,1965,0,"98027",47.4651,-121.993,2690,35100 +"8856920250","20140530T000000",349900,3,2.5,2200,7278,"2",0,0,3,8,2200,0,1990,0,"98058",47.4624,-122.132,2190,8580 +"5100402668","20150218T000000",495000,3,1,1570,5510,"1",0,0,4,7,1070,500,1940,0,"98115",47.6942,-122.319,1770,6380 +"2426049180","20141014T000000",515100,3,2.5,2074,4900,"2",0,0,3,8,2074,0,1997,0,"98034",47.7327,-122.233,1840,7382 +"0205000010","20140624T000000",620000,4,2.5,2450,55387,"2",0,0,3,9,2450,0,1994,0,"98053",47.6323,-121.985,2730,38827 +"7504060020","20150122T000000",657500,4,2.25,2520,10370,"2",0,0,3,9,2520,0,1980,0,"98074",47.6377,-122.049,2848,12682 +"4204400098","20150119T000000",250000,5,1.75,2190,8250,"1",0,2,3,7,1190,1000,1963,0,"98055",47.4887,-122.223,2570,8250 +"4204400098","20150421T000000",385000,5,1.75,2190,8250,"1",0,2,3,7,1190,1000,1963,0,"98055",47.4887,-122.223,2570,8250 +"2131200766","20140522T000000",307000,3,1.5,2320,7500,"1",0,0,3,7,2320,0,1976,0,"98019",47.7413,-121.979,1480,10000 +"7760400480","20150513T000000",288000,3,2.5,1370,9253,"1",0,0,3,7,1090,280,1994,0,"98042",47.3717,-122.073,1470,9253 +"1863900225","20141028T000000",226450,3,1.75,1730,7200,"1.5",0,0,4,6,1730,0,1944,0,"98032",47.3774,-122.236,860,7200 +"1787600224","20150310T000000",390000,3,2.5,1640,6991,"1",0,0,3,7,1110,530,1967,0,"98125",47.7255,-122.327,1860,7342 +"0323089134","20140930T000000",350000,3,1,1300,10236,"1",0,0,4,6,1300,0,1971,0,"98045",47.5028,-121.77,1380,11325 +"7663700759","20141201T000000",368000,3,1.5,1560,7884,"1",0,0,3,7,1060,500,1969,0,"98125",47.7312,-122.298,1820,9000 +"3856904970","20140818T000000",469000,2,1,1120,4284,"1",0,0,3,6,730,390,1921,0,"98105",47.6688,-122.324,2050,4160 +"1126059007","20150323T000000",865000,3,2.25,2670,150270,"2",0,0,3,9,2670,0,1985,0,"98072",47.7601,-122.134,3080,81054 +"2473002850","20150113T000000",515000,5,2.5,3810,15916,"1.5",0,0,5,8,3810,0,1967,0,"98058",47.4521,-122.14,2470,11662 +"1112700130","20150123T000000",410000,3,1.75,1440,8560,"1",0,0,4,7,1440,0,1979,0,"98034",47.7296,-122.232,1460,7560 +"0121059007","20140808T000000",210000,4,1,1200,43560,"1",0,0,3,5,1200,0,1968,0,"98042",47.3375,-122.123,1400,54450 +"2896600020","20150325T000000",460000,3,1.75,1520,7700,"1",0,0,3,7,820,700,1969,0,"98034",47.7226,-122.219,1420,7674 +"9264900660","20140919T000000",241500,4,2.5,2500,9654,"1",0,0,3,8,1830,670,1979,0,"98023",47.3137,-122.343,2500,8839 +"7754900280","20140623T000000",322200,4,2.25,2010,19000,"2",0,0,4,8,2010,0,1975,0,"98042",47.3734,-122.119,1950,19626 +"9282801950","20140818T000000",279000,4,1,1210,6000,"1.5",0,2,3,7,1210,0,1943,0,"98178",47.5026,-122.234,1470,6000 +"3123039063","20140908T000000",303000,2,1,1100,27007,"1",0,0,4,6,1100,0,1943,0,"98070",47.4471,-122.473,1746,91476 +"2770606915","20141020T000000",420000,3,1.5,1050,6615,"1",0,0,4,6,800,250,1950,0,"98199",47.6578,-122.39,1530,5250 +"5379804690","20140813T000000",249000,3,1.75,2120,18335,"1",0,0,3,7,1380,740,1961,0,"98188",47.451,-122.273,2050,18333 +"6855700080","20140714T000000",294950,3,1,1240,8840,"1",0,0,3,6,1240,0,1952,0,"98125",47.7277,-122.308,1250,8840 +"3856900507","20140512T000000",1.315e+006,4,3.5,3460,3997,"2",0,0,3,10,2560,900,2004,0,"98103",47.6718,-122.329,1860,4000 +"3501600185","20140915T000000",335000,3,1.75,1270,4800,"1",0,0,3,7,1270,0,1953,0,"98117",47.693,-122.361,1490,4800 +"1068000235","20140605T000000",1.155e+006,4,2.25,2980,8051,"1.5",0,2,4,10,2020,960,1935,0,"98199",47.6426,-122.409,2760,5499 +"7519000585","20150311T000000",520000,2,1,1250,3708,"1.5",0,0,3,7,1250,0,1926,0,"98117",47.685,-122.363,1430,3708 +"1562200380","20140916T000000",560000,4,1.75,1740,8800,"1",0,0,4,8,1740,0,1965,0,"98007",47.6232,-122.142,2180,8436 +"7523700305","20141012T000000",243400,4,1.5,1730,7464,"2",0,0,4,7,1730,0,1959,0,"98032",47.3782,-122.304,1370,7860 +"8807810050","20140529T000000",405000,3,2,1240,14404,"1",0,0,3,7,1240,0,1988,0,"98053",47.6614,-122.06,1350,9990 +"3699100130","20141002T000000",495000,2,1,1670,14695,"1.5",0,0,5,7,1670,0,1930,0,"98033",47.7001,-122.2,1800,11355 +"2215901650","20150402T000000",350000,4,2.5,2140,7095,"2",0,0,3,8,2140,0,1992,0,"98038",47.3528,-122.057,1600,7182 +"1099900020","20141211T000000",368500,5,2.75,2530,7601,"1",0,0,3,7,1520,1010,1992,0,"98188",47.4683,-122.263,2400,7776 +"5128000010","20150105T000000",99000,2,1,960,8236,"1",0,0,2,6,960,0,1948,0,"98058",47.4698,-122.166,1260,8236 +"3303980660","20140603T000000",1.07e+006,4,3.75,4130,12320,"2",0,0,3,11,4130,0,2001,0,"98059",47.5194,-122.151,3690,11227 +"1155640050","20140826T000000",430000,4,1.75,1710,7724,"1",0,0,3,8,1710,0,1983,0,"98155",47.7721,-122.293,1940,7724 +"8087800020","20140515T000000",412500,3,1.5,1490,8475,"1",0,0,4,7,1490,0,1963,0,"98052",47.6571,-122.133,1490,8540 +"3293200190","20141213T000000",1.1225e+006,4,3.25,4750,62365,"2",0,0,3,11,4750,0,1988,0,"98052",47.7149,-122.099,3300,31866 +"1862000010","20140828T000000",915000,4,2.5,3400,35062,"2",0,0,4,11,3400,0,1988,0,"98052",47.7168,-122.113,2880,9705 +"5711200170","20140523T000000",535000,3,2.5,2210,7620,"2",0,0,3,8,2210,0,1994,0,"98052",47.6938,-122.13,1920,7440 +"8690800130","20141104T000000",390000,3,1.5,1650,8676,"1",0,0,4,8,1130,520,1979,0,"98133",47.7471,-122.352,1400,8499 +"2768100545","20140908T000000",499000,3,1.5,1260,3135,"1",0,0,4,7,780,480,1944,0,"98107",47.6693,-122.371,1540,3025 +"2596400050","20140730T000000",375000,3,1,1960,7955,"1",0,0,4,7,1260,700,1963,0,"98177",47.7641,-122.364,1850,8219 +"2641400290","20141028T000000",349000,4,2.5,1800,7620,"2",0,0,3,8,1800,0,1995,0,"98055",47.4346,-122.201,1800,6879 +"3210600010","20141031T000000",635000,3,2.25,1940,7482,"1",0,0,4,7,1240,700,1964,0,"98004",47.6004,-122.195,2340,9310 +"8691370290","20141215T000000",682000,4,2.75,2820,8009,"2",0,0,3,9,2820,0,2001,0,"98075",47.6,-121.977,2820,7398 +"1790000080","20150203T000000",321027,4,2.25,2820,16770,"1",0,0,4,8,1920,900,1966,0,"98023",47.3186,-122.364,2320,13850 +"7116000425","20141125T000000",150000,2,1,720,4120,"1",0,0,5,5,720,0,1915,0,"98002",47.303,-122.217,940,6180 +"8143100500","20141213T000000",410000,3,1.75,1640,17583,"1",0,0,3,7,1110,530,1969,0,"98034",47.726,-122.203,1420,11680 +"3735900545","20140523T000000",449950,3,2,1560,4080,"2",0,0,3,7,1560,0,1923,1982,"98115",47.6892,-122.319,1900,4080 +"1443500305","20141013T000000",194990,6,2.5,1560,7144,"1",0,0,3,6,1060,500,1913,0,"98118",47.5335,-122.272,1300,6232 +"3649100103","20150102T000000",475000,4,1.75,1910,8775,"1",0,0,3,7,1210,700,1956,0,"98028",47.7396,-122.247,2210,8778 +"6746700605","20150128T000000",530000,5,1.75,1570,3000,"2",0,0,4,7,1570,0,1908,0,"98105",47.6677,-122.316,1610,3000 +"7999950020","20140722T000000",319950,4,2.5,2038,7643,"2",0,0,3,8,2038,0,2011,0,"98092",47.3296,-122.18,2634,6824 +"9211500010","20150327T000000",210000,3,2.25,1720,9435,"1",0,0,4,7,1220,500,1978,0,"98023",47.2979,-122.377,1690,7215 +"1324300290","20141226T000000",485000,3,2.75,1670,3330,"1.5",0,0,4,7,1670,0,1925,0,"98107",47.6551,-122.36,1370,5000 +"8691310380","20150128T000000",774000,4,2.75,2830,10240,"2",0,0,4,9,2830,0,1998,0,"98075",47.5903,-121.986,3490,10240 +"4037400430","20141015T000000",478000,4,2,1690,8208,"1",0,0,4,7,1210,480,1958,0,"98008",47.6052,-122.126,1620,8496 +"0254000545","20141023T000000",385000,4,2.5,1620,5280,"2",0,0,4,7,1620,0,1924,1971,"98146",47.5132,-122.384,1590,5280 +"7214780020","20150417T000000",595000,4,2.5,2360,43017,"2",0,0,3,9,2360,0,1989,0,"98077",47.774,-122.077,2750,40334 +"0114100314","20150318T000000",285000,3,1.5,1480,7117,"1",0,0,3,7,1170,310,1960,0,"98028",47.7766,-122.248,2230,14775 +"3629930170","20140514T000000",723000,4,2.5,2700,4004,"2",0,0,3,9,2700,0,2004,0,"98029",47.5521,-121.995,2260,4459 +"2946002140","20140812T000000",279000,3,1.5,1780,16000,"1",0,0,2,7,1240,540,1960,0,"98198",47.419,-122.322,1860,9775 +"1432400525","20150306T000000",195000,3,1.5,1430,7560,"1",0,0,5,6,1430,0,1958,0,"98058",47.4518,-122.179,1150,7560 +"7011201470","20141015T000000",625000,2,1,2160,2192,"1",0,0,5,8,1170,990,1925,0,"98119",47.6364,-122.371,1150,2152 +"7697800170","20150428T000000",270000,3,1.75,1800,9314,"2",0,0,3,8,1800,0,1979,0,"98011",47.7762,-122.198,2100,9658 +"8682291630","20141007T000000",559000,2,2,1930,5520,"1",0,0,3,8,1930,0,2006,0,"98053",47.7191,-122.022,1640,4533 +"1775800420","20150202T000000",474000,4,2.25,1960,14834,"1",0,0,4,8,1330,630,1976,0,"98072",47.7434,-122.095,1540,15000 +"2215901310","20141114T000000",303500,4,2.5,1920,7345,"2",0,0,3,8,1920,0,1992,0,"98038",47.3526,-122.055,1860,7364 +"1440500020","20141226T000000",350000,3,1.75,1470,8645,"1",0,0,3,6,1470,0,1949,0,"98155",47.7524,-122.323,1470,7680 +"6632900574","20140806T000000",367500,5,3,2980,10064,"1",0,0,3,7,1680,1300,1940,0,"98155",47.7372,-122.316,1590,7800 +"6632900574","20150225T000000",595000,5,3,2980,10064,"1",0,0,3,7,1680,1300,1940,0,"98155",47.7372,-122.316,1590,7800 +"7933510080","20141006T000000",589000,3,2,2360,118483,"1",0,0,3,8,2360,0,1981,0,"98024",47.5595,-121.867,2660,91476 +"1926069063","20150306T000000",585000,3,1.75,1790,87213,"1",0,0,4,7,1790,0,1974,0,"98077",47.732,-122.077,3270,39586 +"0973600020","20141002T000000",482975,3,2.25,2130,8801,"1",0,0,3,8,1370,760,1976,0,"98155",47.7462,-122.29,2820,8801 +"9558010190","20141119T000000",365500,4,2.5,2030,4499,"2",0,0,3,8,2030,0,2003,0,"98058",47.4511,-122.119,2030,4539 +"0267010020","20140711T000000",570000,4,2,1790,7800,"1",0,0,5,8,1790,0,1972,0,"98008",47.6266,-122.103,2150,7838 +"8097000170","20150202T000000",335000,3,2.5,2260,8040,"2",0,0,3,8,2260,0,1990,0,"98092",47.3203,-122.184,2390,8040 +"9136100420","20150408T000000",767500,4,2,2350,4815,"1.5",0,0,4,7,1450,900,1914,0,"98103",47.6681,-122.338,1640,4013 +"8929000280","20140519T000000",386591,3,2.5,1690,1613,"2",0,0,3,8,1150,540,2014,0,"98029",47.5518,-121.998,1690,1662 +"7883603190","20140722T000000",279000,3,1,1320,5750,"1.5",0,0,3,7,1320,0,1913,0,"98108",47.5288,-122.325,1010,5700 +"0203600470","20150409T000000",620000,4,2.5,2690,32780,"2",0,0,3,9,2690,0,1998,0,"98014",47.6612,-121.955,2840,36555 +"8643200020","20140506T000000",407000,4,2.25,2810,23400,"1",0,1,3,7,1710,1100,1958,0,"98198",47.395,-122.311,1860,14900 +"0322069153","20140827T000000",364250,3,2.5,2280,213879,"2",0,0,3,8,2280,0,1994,0,"98038",47.4213,-122.033,2380,178160 +"2473450430","20140527T000000",399000,4,2.5,2870,9292,"2",0,0,3,8,2540,330,1979,0,"98058",47.4522,-122.123,2590,7533 +"7574910780","20140514T000000",766950,3,2.5,3030,30007,"1.5",0,0,4,10,3030,0,1992,0,"98077",47.743,-122.036,3360,34983 +"3629980780","20140918T000000",710000,4,2.75,2940,4232,"2",0,0,3,9,2940,0,2004,0,"98029",47.5529,-121.99,2410,4000 +"3332000091","20150224T000000",320000,3,1,1190,4120,"1",0,0,3,6,1190,0,1929,0,"98118",47.5513,-122.272,1360,4635 +"3395041236","20141023T000000",300000,3,2.5,1800,3253,"2",0,0,3,7,1800,0,2001,0,"98108",47.5401,-122.292,1800,3081 +"2310030500","20140710T000000",263000,3,1.75,1580,9187,"1",0,0,3,8,1180,400,1993,0,"98038",47.3538,-122.047,1620,6397 +"8665050080","20141010T000000",445000,3,2.5,1730,4408,"2",0,0,3,8,1730,0,1996,0,"98029",47.5683,-122.005,1730,4408 +"4037000840","20150406T000000",554000,3,2,1910,9001,"1",0,0,4,7,1910,0,1957,0,"98008",47.6037,-122.119,2040,8700 +"2856101845","20140724T000000",335000,2,1.75,1000,5100,"1",0,0,3,6,940,60,1906,0,"98117",47.6787,-122.391,1900,5100 +"8078550250","20141229T000000",307000,4,2.75,2520,6964,"1",0,0,4,7,1260,1260,1987,0,"98031",47.4038,-122.175,1930,6949 +"1837000010","20150302T000000",404000,3,1,1420,8160,"1",0,0,3,7,970,450,1947,0,"98125",47.7164,-122.306,1340,8160 +"8691390280","20140731T000000",775000,4,3.5,3080,5250,"2",0,0,3,9,3080,0,2003,0,"98075",47.5992,-121.972,2980,5509 +"2372800050","20140521T000000",220000,3,1,1060,9126,"1",0,2,5,7,1060,0,1956,0,"98022",47.201,-121.999,1300,9126 +"6600250050","20140903T000000",518000,4,2.5,2160,9750,"2",0,0,3,8,2160,0,1983,0,"98028",47.7438,-122.246,2840,10535 +"7215900020","20141209T000000",1.6e+006,4,3.5,4060,9486,"2",0,0,3,10,4060,0,2005,0,"98033",47.6634,-122.2,2410,9486 +"6450304600","20141023T000000",315000,1,2.25,1940,2550,"2",0,0,4,7,1100,840,1979,0,"98133",47.7313,-122.343,1580,5100 +"2541100050","20140731T000000",572650,4,2.5,2250,11349,"2",0,0,3,8,2250,0,1991,0,"98034",47.7111,-122.239,2110,9964 +"1853200080","20140619T000000",350000,2,1,1620,9205,"1",0,0,5,6,850,770,1921,0,"98034",47.7119,-122.23,2460,5469 +"3058600050","20140919T000000",285000,2,1,920,5850,"1",0,0,4,6,920,0,1900,0,"98108",47.5441,-122.304,1640,5476 +"3148750050","20150325T000000",231000,3,2.5,1370,7247,"2",0,0,3,7,1370,0,1995,0,"98032",47.3767,-122.303,1720,8085 +"8651400680","20140813T000000",179000,3,1,920,5200,"1",0,0,4,6,920,0,1969,0,"98042",47.3603,-122.085,920,5200 +"4359100050","20150330T000000",244000,3,1.5,1360,9625,"1",0,0,3,7,1360,0,1963,0,"98030",47.3799,-122.211,1890,9625 +"5379806185","20150306T000000",185850,3,1.5,1630,11662,"1",0,0,3,7,1630,0,1943,1963,"98188",47.4455,-122.278,1700,11662 +"1737300130","20141222T000000",610000,6,2.5,3610,12033,"2",0,0,3,8,3210,400,1970,0,"98011",47.7692,-122.219,2210,8577 +"2781200010","20141010T000000",419000,4,2.5,3010,9155,"2",0,0,3,9,3010,0,2005,0,"98038",47.3542,-122.027,3010,5762 +"0269000221","20140826T000000",779000,3,1.75,2320,6400,"1",0,2,4,8,1420,900,1957,0,"98199",47.6449,-122.389,2540,7680 +"6421100502","20140915T000000",695000,5,3,3290,14134,"1",0,0,3,7,1870,1420,2004,0,"98052",47.6708,-122.14,1970,11470 +"4136900190","20150320T000000",319900,3,2.5,2040,7580,"2",0,2,3,8,2040,0,1998,0,"98092",47.2618,-122.209,1960,7820 +"8731980680","20150112T000000",329000,3,2.75,1920,7700,"1",0,0,4,8,1320,600,1978,0,"98023",47.3213,-122.378,2040,8000 +"2095800250","20140827T000000",475226,3,2.5,2120,4512,"2",0,0,3,8,2120,0,1988,0,"98011",47.75,-122.183,2000,4553 +"3629920630","20150325T000000",638000,3,2.5,2170,5000,"2",0,0,3,9,2170,0,2003,0,"98029",47.5453,-121.996,2170,5000 +"6817800840","20150325T000000",440000,2,1.5,1330,15873,"1",0,0,3,7,900,430,1984,0,"98074",47.6359,-122.033,1610,12043 +"7520000440","20150209T000000",214000,3,2,1580,5080,"1",0,0,4,6,800,780,1942,0,"98146",47.4963,-122.35,1580,7114 +"0587550470","20150429T000000",600000,3,2.75,3580,14217,"2",0,3,4,10,2210,1370,1989,0,"98023",47.3244,-122.379,3990,14674 +"6851700381","20150414T000000",935000,4,2,2580,4500,"2",0,0,4,9,1850,730,1905,0,"98102",47.6245,-122.316,2590,4100 +"4077800029","20141027T000000",630000,4,1.75,1930,10210,"1.5",0,2,3,8,1670,260,1941,0,"98125",47.7078,-122.277,2730,6600 +"7202350480","20140930T000000",575000,3,2.5,2120,4780,"2",0,0,3,7,2120,0,2004,0,"98053",47.681,-122.032,1690,2650 +"1021079099","20141106T000000",345000,3,2.5,1990,20466,"1.5",0,0,4,8,1410,580,1987,0,"98010",47.3259,-121.896,1660,93393 +"6075000050","20140716T000000",323000,4,1.75,1310,9690,"1",0,0,4,7,1310,0,1967,0,"98011",47.7559,-122.226,2280,9618 +"5467910020","20140516T000000",425000,3,2.5,2670,13218,"1",0,0,4,10,2670,0,1988,0,"98042",47.3683,-122.153,1960,13130 +"0322069109","20150505T000000",411000,2,2.25,1910,108900,"1",0,0,4,7,1010,900,1972,0,"98038",47.4206,-122.023,2050,108900 +"8658300480","20140721T000000",299800,4,1.5,1530,9000,"1",0,0,4,6,1530,0,1976,0,"98014",47.6492,-121.908,1520,8500 +"9187200285","20140505T000000",823000,6,1.75,2920,5000,"2.5",0,0,4,9,2780,140,1908,0,"98122",47.6024,-122.295,2020,5000 +"3670500605","20140908T000000",200000,3,1,1010,8108,"1",0,0,3,7,1010,0,1955,0,"98155",47.735,-122.309,1110,8108 +"2141330050","20140520T000000",760000,4,1.75,2450,13300,"1",0,2,4,9,1630,820,1987,0,"98006",47.5564,-122.13,3150,15500 +"3820350020","20150428T000000",359950,4,2.5,1820,3899,"2",0,0,3,7,1820,0,1999,0,"98019",47.735,-121.985,1820,3899 +"3291800780","20150203T000000",375000,4,2.5,2090,8325,"1",0,0,4,7,1470,620,1983,0,"98056",47.4888,-122.184,1700,8025 +"2423069120","20140508T000000",295000,2,1.75,2200,89298,"1",0,0,3,7,1100,1100,1973,0,"98027",47.4633,-121.976,2590,89298 +"6918100170","20150319T000000",250000,4,3,2250,7882,"2",0,0,3,8,1570,680,1986,0,"98198",47.3703,-122.314,1550,7508 +"7169200221","20141023T000000",497000,3,2.25,1450,1387,"3",0,0,3,8,1450,0,2000,0,"98115",47.6765,-122.302,1450,1429 +"3579000440","20140813T000000",520000,4,2.5,2280,8798,"2",0,0,4,8,2280,0,1987,0,"98028",47.7471,-122.247,2180,8632 +"8860500130","20140717T000000",365000,4,3.5,2720,6781,"2",0,0,3,8,2100,620,1999,0,"98055",47.4612,-122.215,2280,5942 +"1441800010","20141208T000000",459900,3,2.25,2250,8000,"1",0,0,3,8,1460,790,1976,0,"98034",47.7229,-122.202,1930,9000 +"7129300595","20150506T000000",158000,3,2,1090,6090,"1",0,0,3,7,940,150,1940,0,"98118",47.5118,-122.259,1840,6090 +"4322300010","20140606T000000",294700,3,2,1970,9600,"1",0,0,4,7,1300,670,1967,0,"98003",47.2824,-122.301,1710,7703 +"7229800066","20140819T000000",439950,4,2.25,2780,15075,"2",0,0,3,7,2780,0,1985,0,"98059",47.477,-122.116,1650,25542 +"3625059071","20150108T000000",899000,4,2.25,2290,40946,"1",0,3,4,8,1550,740,1960,0,"98008",47.616,-122.103,2790,20076 +"9517200480","20140702T000000",535000,3,1.75,2330,12141,"1",0,0,3,7,1390,940,1983,0,"98072",47.7607,-122.146,1850,12141 +"0240000269","20150124T000000",530000,4,4.5,4060,10800,"2",0,0,3,10,4060,0,2007,0,"98188",47.4241,-122.29,1830,9768 +"9835800840","20150204T000000",215000,4,2,1470,7000,"1",0,0,4,8,1470,0,1967,0,"98032",47.3742,-122.289,1640,7000 +"8058500005","20150203T000000",290000,2,1,1620,5400,"1",0,0,3,6,920,700,1926,0,"98125",47.7069,-122.299,1540,7245 +"2568200170","20150311T000000",798000,5,2.75,3220,5934,"2",0,0,3,9,3220,0,2006,0,"98052",47.7076,-122.101,3100,5934 +"9545250010","20141107T000000",785000,4,2.5,3270,9578,"2",0,0,3,9,3270,0,1993,0,"98027",47.5373,-122.051,3120,8784 +"4140090420","20150318T000000",433000,3,1.75,2160,8565,"1",0,0,3,8,1730,430,1971,0,"98028",47.7664,-122.262,2910,9570 +"3334000050","20140721T000000",425000,2,1,1150,6835,"1",0,1,3,7,1010,140,1922,0,"98118",47.5567,-122.273,1150,6561 +"5101404144","20140724T000000",654000,4,2.5,2240,7540,"1",0,0,3,8,1540,700,1962,0,"98115",47.6965,-122.308,1960,7250 +"7338001190","20141017T000000",215000,3,1.5,1280,5065,"2",0,0,4,6,1280,0,1983,0,"98002",47.3343,-122.217,1070,4491 +"1865810290","20150318T000000",232000,3,1,840,6540,"1",0,0,3,6,840,0,1970,2014,"98042",47.3743,-122.116,1010,6600 +"2785000290","20140507T000000",675000,3,1.75,1680,10500,"1",0,0,4,8,1680,0,1959,0,"98005",47.6098,-122.169,2250,10400 +"7955040080","20141104T000000",665000,5,2.75,2330,8000,"1",0,0,4,7,1550,780,1972,0,"98052",47.6651,-122.144,1750,8419 +"5480900010","20140623T000000",835000,4,2.5,3030,29163,"2",0,0,3,10,3030,0,1998,0,"98053",47.6569,-122.02,2780,40669 +"6362900080","20140814T000000",525000,6,3,2880,7560,"2",0,0,3,7,2880,0,1980,0,"98144",47.5959,-122.3,1470,1815 +"4078300050","20150504T000000",780000,3,2.75,2910,3094,"2",0,2,5,7,2010,900,1939,0,"98125",47.7071,-122.276,2400,7530 +"3528000545","20140815T000000",844000,4,3.25,3090,67518,"2",0,0,3,10,3090,0,1988,0,"98053",47.6674,-122.046,3200,65775 +"0710300010","20150127T000000",680000,4,2.75,2720,54048,"2",0,0,3,8,2720,0,1985,0,"98072",47.7181,-122.089,2580,37721 +"3764800630","20140825T000000",290000,3,1.5,1310,8100,"1",0,0,3,7,1310,0,1965,0,"98034",47.7328,-122.201,1330,8100 +"6383000825","20150325T000000",560000,2,1,1790,15783,"1",0,0,4,8,1360,430,1959,0,"98117",47.691,-122.387,1790,7494 +"9465900500","20140617T000000",605500,3,2.5,2830,6536,"2",0,0,3,9,2830,0,1989,0,"98072",47.7462,-122.172,2710,6954 +"2568200290","20140826T000000",762500,4,2.5,3150,5979,"2",0,0,3,9,3150,0,2005,0,"98052",47.7082,-122.101,3150,6595 +"3885808005","20150305T000000",1.74e+006,5,3.25,3930,5500,"2",0,0,3,9,2910,1020,2014,0,"98033",47.6802,-122.208,2040,5115 +"3723800086","20140624T000000",665000,6,2.75,2840,8346,"1",0,0,5,8,1420,1420,1961,0,"98118",47.5518,-122.266,2250,8346 +"6840701150","20150311T000000",540000,5,1,2480,4400,"1.5",0,0,3,7,1640,840,1919,0,"98122",47.6046,-122.3,1940,4400 +"7301300050","20141119T000000",375000,3,2.5,1930,6180,"1",0,0,3,7,1330,600,1961,0,"98155",47.7481,-122.327,1940,6180 +"6381500635","20140516T000000",342000,3,1,1260,6826,"1",0,0,3,6,720,540,1944,0,"98125",47.731,-122.303,1300,6826 +"3980300020","20150310T000000",340000,3,1,670,23522,"1",0,0,4,6,670,0,1968,0,"98024",47.5329,-121.89,1880,20270 +"1923000050","20150330T000000",1.25e+006,5,3.25,3930,12719,"2",0,2,4,10,2540,1390,1974,0,"98040",47.5631,-122.213,3600,15909 +"7215720250","20141210T000000",693000,4,2.5,3160,13063,"2",0,0,3,10,3160,0,1999,0,"98075",47.5996,-122.021,3350,14213 +"3123049230","20150420T000000",638500,4,1.75,1770,12462,"1",0,2,4,8,1770,0,1962,0,"98166",47.4355,-122.338,2310,14810 +"8163000020","20150126T000000",805000,5,3,2240,18265,"2",0,0,4,8,2240,0,1963,0,"98027",47.5171,-122.029,1990,18265 +"7893808220","20140709T000000",250000,3,1,990,8062,"1",0,0,4,7,990,0,1960,0,"98198",47.4151,-122.334,1420,8790 +"0538000440","20150501T000000",325000,3,2.5,1580,4698,"2",0,0,3,7,1580,0,1998,0,"98038",47.3539,-122.025,2070,4698 +"7883603390","20150401T000000",270000,4,1.75,1560,4290,"2",0,0,3,7,1560,0,1994,0,"98108",47.5292,-122.323,1250,6000 +"7645900235","20140710T000000",880000,6,2.5,2640,3680,"2",0,0,5,8,1760,880,1922,0,"98126",47.5771,-122.38,1960,3680 +"9232900050","20140806T000000",300000,2,1.75,2120,6350,"1",0,0,4,6,1440,680,1924,0,"98103",47.6974,-122.356,1590,6350 +"7305300500","20141215T000000",290000,2,1,1200,8750,"1",0,0,3,6,1200,0,1948,0,"98155",47.7548,-122.327,1100,8408 +"6065300840","20150501T000000",2.85e+006,4,4,5040,17208,"1",0,0,5,10,2870,2170,1976,0,"98006",47.5701,-122.188,4050,18647 +"7227500020","20150123T000000",259950,3,1,1460,5825,"1",0,0,5,5,1260,200,1942,0,"98056",47.4958,-122.191,1150,5926 +"7237501190","20141010T000000",1.78e+006,4,3.25,4890,13402,"2",0,0,3,13,4890,0,2004,0,"98059",47.5303,-122.131,5790,13539 +"0422000010","20141106T000000",299950,3,1,1580,5250,"1",0,0,5,7,1580,0,1954,0,"98056",47.4964,-122.168,1180,5940 +"0826069127","20150406T000000",483000,3,2.25,2100,43560,"1",0,0,4,8,1330,770,1977,0,"98077",47.7511,-122.072,2100,43560 +"9413600420","20140612T000000",890000,3,2.25,2060,8640,"1",0,0,4,8,2060,0,1966,0,"98033",47.6534,-122.195,2030,9000 +"9151600541","20140508T000000",719000,3,2.5,1690,4500,"1.5",0,1,4,8,1690,0,1928,0,"98116",47.5841,-122.383,2140,7200 +"3423059153","20141008T000000",785000,4,3,3370,100681,"1",0,0,5,8,1920,1450,1977,0,"98058",47.4319,-122.148,2440,43705 +"3630120190","20150326T000000",660000,3,2.5,2330,3995,"2",0,0,3,9,2330,0,2006,0,"98029",47.5542,-122.001,2330,3740 +"2787320430","20140618T000000",264000,4,1.75,1820,8118,"1",0,0,4,7,1080,740,1980,0,"98031",47.4104,-122.172,1810,8050 +"1672000170","20140908T000000",575000,3,1.75,1890,11141,"1",0,0,4,8,1890,0,1968,0,"98006",47.5697,-122.163,2720,11144 +"2050000020","20140624T000000",1.215e+006,4,3.75,3820,53574,"1",0,0,3,10,3820,0,1994,0,"98072",47.7337,-122.121,3140,54014 +"3221079069","20140815T000000",475000,3,2.5,2770,98881,"2",0,0,3,9,2770,0,1991,0,"98022",47.2568,-121.952,1830,74923 +"7501000080","20141121T000000",845800,4,3.5,3020,12750,"2",0,0,3,10,3020,0,1990,0,"98033",47.6524,-122.184,3120,14351 +"3500100078","20140611T000000",352500,3,1.75,1170,8182,"1",0,0,3,7,1170,0,1962,0,"98155",47.7368,-122.298,1610,8183 +"9493200010","20140623T000000",347000,3,1,1270,8400,"1",0,0,3,7,1270,0,1955,0,"98011",47.7604,-122.198,1390,8400 +"3905081350","20150109T000000",560000,4,2.75,1950,6192,"2",0,0,3,8,1950,0,1992,0,"98029",47.5698,-121.999,2040,5441 +"6061000010","20150504T000000",323000,4,2.75,2230,50094,"1",0,2,4,7,1330,900,1977,0,"98092",47.2576,-122.099,2230,40770 +"7635801350","20150306T000000",595000,3,1.75,2220,22081,"1.5",0,0,4,7,2220,0,1922,0,"98166",47.4693,-122.364,2010,12360 +"7806210380","20150220T000000",257500,4,2,2060,6400,"1",0,0,3,7,1170,890,1977,0,"98002",47.2924,-122.197,1890,8736 +"7577700440","20140528T000000",450000,3,1,1100,4600,"1",0,0,3,7,1100,0,1917,0,"98116",47.5686,-122.385,1200,5175 +"3876810190","20141113T000000",410000,4,1,1140,7208,"1",0,0,3,7,900,240,1970,0,"98072",47.742,-122.173,1300,7991 +"1224059049","20140613T000000",810000,3,1.75,1980,13503,"1",0,2,4,9,1320,660,1952,0,"98008",47.5867,-122.111,2450,10890 +"3348401319","20140512T000000",372500,5,3,2480,10090,"1",0,0,3,7,1300,1180,2004,0,"98178",47.4964,-122.263,2290,9900 +"5589300585","20141203T000000",325000,3,1,1050,9083,"1",0,0,3,7,1050,0,1951,0,"98155",47.7533,-122.307,1440,9071 +"3293700221","20141021T000000",280000,3,1,1260,7660,"1",0,0,3,6,1260,0,1947,0,"98133",47.7476,-122.35,1990,7861 +"2013300050","20140711T000000",258000,3,2,1680,19978,"1",0,0,3,6,880,800,1948,0,"98198",47.3924,-122.308,2150,11588 +"0408100050","20140827T000000",329950,4,1,1360,5900,"1.5",0,0,4,7,1360,0,1949,0,"98155",47.7512,-122.318,1050,5900 +"4178300080","20141212T000000",836000,4,2.5,2450,12987,"1",0,0,4,9,2030,420,1980,0,"98007",47.6197,-122.15,2730,13685 +"2310040020","20150409T000000",365000,5,2.5,2260,7040,"2",0,0,3,8,2260,0,1999,0,"98038",47.352,-122.038,2180,6910 +"8698100170","20150211T000000",111300,2,1,1060,6000,"1",0,0,4,5,1060,0,1908,0,"98002",47.3066,-122.223,940,6000 +"1330910280","20150427T000000",864000,4,2.5,3720,105850,"2",0,0,4,10,3720,0,1984,0,"98053",47.655,-122.029,2830,88256 +"9413600670","20140623T000000",725000,3,1.75,1610,8613,"1",0,0,5,7,1610,0,1962,0,"98033",47.6527,-122.195,2010,8670 +"3825500020","20150218T000000",550000,4,2.5,3350,6605,"2",0,0,3,8,2670,680,1990,0,"98011",47.7498,-122.181,2730,5962 +"2500600289","20150416T000000",130000,2,1,790,7500,"1",0,0,3,7,790,0,1951,0,"98198",47.4007,-122.294,1560,7794 +"4385701440","20140926T000000",765000,2,1.75,1660,4000,"1",0,0,3,7,990,670,1940,0,"98112",47.6394,-122.28,2070,4000 +"8645501330","20150421T000000",255000,3,1.5,1420,7480,"1",0,0,4,7,1420,0,1963,0,"98058",47.4651,-122.184,1720,7700 +"2323069073","20140622T000000",439500,3,2.5,2050,40003,"1",0,0,4,8,1570,480,1977,0,"98027",47.47,-122,2700,46769 +"2475200080","20140908T000000",268000,3,1.75,1250,5546,"1",0,0,4,7,1250,0,1987,0,"98055",47.4725,-122.187,1640,4791 +"9533600185","20150401T000000",985000,3,1.75,1700,8534,"1",0,0,4,7,1700,0,1953,0,"98004",47.6276,-122.205,2100,10443 +"4139440460","20141118T000000",751305,4,2.5,2660,8469,"2",0,0,3,10,2660,0,1994,0,"98006",47.5529,-122.12,2920,10697 +"1443500725","20150423T000000",280000,3,1,1350,7553,"1.5",0,0,3,6,1350,0,1914,0,"98118",47.5345,-122.274,1380,7470 +"0984000780","20140616T000000",304000,4,2,1810,8750,"1",0,0,2,7,1110,700,1967,0,"98058",47.4307,-122.17,1810,8750 +"7575610170","20150423T000000",200000,4,2.75,2210,13235,"2",0,0,3,8,1730,480,1988,0,"98003",47.3541,-122.303,1750,7542 +"2025800080","20150220T000000",325000,3,1.5,2120,41325,"1",0,0,4,7,1420,700,1973,0,"98092",47.2906,-122.055,1780,42000 +"1425059180","20150324T000000",736000,3,2.25,2470,11603,"2",0,2,3,8,1540,930,1988,0,"98052",47.6569,-122.123,2850,11250 +"1310440280","20140710T000000",426500,4,2.5,2700,6515,"2",0,0,3,9,2700,0,1998,0,"98058",47.4356,-122.11,2900,6710 +"2264500425","20140620T000000",640000,2,1.75,1760,4400,"1",0,0,4,7,880,880,1930,0,"98103",47.65,-122.34,1330,4180 +"1721800470","20140521T000000",230000,5,2,1930,6120,"1.5",0,0,3,6,1930,0,1941,1969,"98146",47.5073,-122.337,1130,6120 +"2589300170","20150324T000000",366350,4,1,1680,5043,"1.5",0,0,4,6,1680,0,1911,0,"98118",47.5354,-122.273,1560,5765 +"2338800161","20150106T000000",365000,2,1,1390,8336,"1",0,0,4,6,910,480,1946,0,"98166",47.4646,-122.361,1610,7847 +"0855700170","20150225T000000",482000,4,2.25,2240,8322,"2",0,0,3,8,2240,0,1979,0,"98034",47.728,-122.206,2240,6448 +"1431700250","20140516T000000",345000,4,1,1980,7991,"1.5",0,0,3,7,1980,0,1962,0,"98058",47.4604,-122.17,1730,7700 +"7942601410","20140514T000000",682000,3,1.75,1830,5120,"1.5",0,2,5,8,1830,0,1903,0,"98122",47.6051,-122.311,2120,5120 +"4151800420","20140815T000000",657500,3,1.75,980,6002,"1",0,0,4,6,980,0,1942,0,"98033",47.6643,-122.203,1150,6054 +"5700003280","20150419T000000",895000,6,2.5,3550,6533,"2",0,0,3,8,3550,0,1925,0,"98144",47.5719,-122.284,3140,6234 +"1105000780","20150403T000000",425000,3,1.5,1660,5665,"1",0,0,5,7,920,740,1918,0,"98118",47.5391,-122.274,1530,5665 +"4046400440","20140806T000000",532500,4,2.5,2490,8750,"2",0,0,3,8,2040,450,1976,0,"98008",47.5931,-122.116,2120,10240 +"1089700010","20141008T000000",540000,4,2.5,2329,9436,"2",0,0,3,9,2329,0,1995,0,"98011",47.7366,-122.204,2660,10252 +"2600040130","20140711T000000",578000,3,2.25,1790,9580,"2",0,0,3,8,1790,0,1984,0,"98006",47.5541,-122.162,2060,9995 +"8121100715","20150209T000000",1.086e+006,3,3,2830,6041,"2",0,3,3,8,1840,990,1915,0,"98118",47.5694,-122.283,3420,6360 +"1771000440","20140904T000000",322500,3,1,1160,9750,"1",0,0,3,7,1160,0,1968,0,"98077",47.7429,-122.072,1160,10565 +"7875200005","20150115T000000",140000,3,1,1000,10560,"1",0,0,3,7,1000,0,1955,0,"98003",47.3217,-122.317,1190,9375 +"1822069109","20140910T000000",485000,3,2.5,2540,51836,"1",0,0,4,8,1820,720,1976,0,"98042",47.389,-122.088,1650,51836 +"9283800050","20140819T000000",575000,2,1.5,1750,19709,"1.5",0,0,4,8,1440,310,1978,0,"98010",47.3351,-122.044,1950,21075 +"0238000244","20140617T000000",421000,3,2.5,2890,21780,"2",0,0,3,8,2890,0,2000,0,"98188",47.4326,-122.286,2120,8117 +"7972600430","20150311T000000",355000,4,2,1870,3497,"1",0,0,3,7,1200,670,1954,0,"98106",47.5309,-122.347,1270,3497 +"6204200470","20150318T000000",515000,4,2.25,2200,6967,"2",0,0,3,8,2200,0,1986,0,"98011",47.7355,-122.202,1970,7439 +"0123039420","20150428T000000",309000,3,1,1300,7200,"1",0,0,4,7,1300,0,1952,0,"98146",47.5063,-122.369,1740,7100 +"1525059215","20150224T000000",815000,5,2.25,3410,35536,"2",0,0,3,10,2530,880,1974,0,"98005",47.65,-122.155,3140,43453 +"1787600094","20141106T000000",285000,3,1,1160,7875,"1",0,0,3,7,1160,0,1953,0,"98125",47.724,-122.323,1600,7875 +"2877101100","20141110T000000",700000,3,1.75,2100,5000,"1.5",0,0,3,8,2100,0,1916,0,"98117",47.6776,-122.36,1830,4200 +"9406550050","20150330T000000",289000,3,2.5,1490,8628,"2",0,0,3,7,1490,0,1994,0,"98038",47.3643,-122.041,1640,8514 +"0826069016","20141212T000000",458000,4,3,3280,62726,"1.5",0,0,3,7,3280,0,1979,0,"98077",47.7509,-122.056,3210,73616 +"8732030080","20140818T000000",230000,3,1.75,1450,8378,"1",0,0,4,8,1450,0,1978,0,"98023",47.3093,-122.385,1860,8496 +"2231000020","20140812T000000",432500,3,2.5,1930,7120,"1",0,0,4,7,1420,510,1961,0,"98133",47.7715,-122.34,1600,8352 +"9407000840","20140731T000000",288000,3,1.75,1660,10440,"1",0,0,3,7,1040,620,1978,0,"98045",47.4448,-121.77,1240,10380 +"1775800290","20140801T000000",354000,3,1.75,1260,12330,"1",0,0,3,7,1260,0,1968,0,"98072",47.7412,-122.095,1320,12800 +"3821200050","20140604T000000",119500,3,1,1170,11000,"1",0,0,2,6,1170,0,1980,0,"98019",47.7346,-121.983,1590,10894 +"3224510080","20141120T000000",805000,4,3,3350,23781,"1",0,0,4,9,2020,1330,1979,0,"98006",47.56,-122.132,2870,12036 +"3626039415","20140611T000000",435000,3,2.5,1420,2581,"3",0,0,3,7,1420,0,2004,0,"98133",47.7027,-122.357,1420,2509 +"9262800294","20140922T000000",260000,3,1.75,2170,10018,"1",0,0,4,7,1630,540,1978,0,"98001",47.3087,-122.264,2049,15263 +"0127100005","20150401T000000",377000,4,1.75,1800,8385,"1",0,0,5,6,900,900,1950,0,"98133",47.7744,-122.338,1770,8385 +"3905040170","20150320T000000",602000,4,2.5,2000,7376,"2",0,0,3,8,2000,0,1990,0,"98029",47.5719,-121.999,1950,5218 +"0148000680","20141027T000000",530000,3,1.75,1660,4800,"1",0,0,3,7,960,700,1941,1996,"98116",47.5734,-122.412,1510,4800 +"0458000235","20150325T000000",525000,4,2,1540,3740,"1",0,0,4,7,770,770,1946,0,"98117",47.6886,-122.375,1090,5080 +"1445200050","20141110T000000",250000,2,1.5,1160,1086,"2",0,0,3,7,890,270,2006,0,"98155",47.768,-122.315,1160,1086 +"7950300005","20140528T000000",681000,3,1,1700,6356,"1.5",0,0,3,7,1700,0,1907,0,"98118",47.5677,-122.281,2080,6000 +"2726049169","20140905T000000",625000,3,1.75,1580,20588,"1",0,0,3,8,1580,0,1970,0,"98125",47.706,-122.29,2080,7800 +"8944550050","20150508T000000",448500,3,2.5,2080,3920,"2",0,0,3,8,2080,0,2010,0,"98118",47.5412,-122.286,2110,3710 +"0623049341","20141022T000000",260000,3,2,1030,7260,"1",0,0,3,6,1030,0,1947,0,"98146",47.5113,-122.347,1380,8100 +"7922900380","20141030T000000",538000,3,1.75,1770,8050,"1",0,0,4,7,1020,750,1963,0,"98008",47.5862,-122.118,2000,7875 +"2248000080","20140521T000000",385500,3,2,1540,7947,"1",0,0,3,7,1120,420,1961,0,"98011",47.7605,-122.217,1910,7950 +"9406540050","20140905T000000",428400,4,2.5,2650,6000,"2",0,0,3,9,2650,0,2000,0,"98038",47.3768,-122.028,2630,6381 +"5416100190","20140729T000000",346290,4,2.75,2690,9240,"2",0,0,3,8,2690,0,1998,0,"98022",47.1896,-122.014,2640,9240 +"7215720680","20150203T000000",587000,4,2.75,2210,8430,"2",0,0,3,9,2210,0,1999,0,"98075",47.5994,-122.017,2460,8069 +"4307330280","20140820T000000",355000,4,2.5,2390,6775,"2",0,0,3,7,2390,0,2003,0,"98056",47.4811,-122.182,2560,6346 +"1562000050","20150428T000000",650000,5,2.75,2580,7865,"1",0,0,4,8,1480,1100,1964,0,"98007",47.6208,-122.139,2140,8400 +"4307320280","20140730T000000",340000,4,2.5,2160,5455,"2",0,0,3,7,2160,0,2003,0,"98056",47.4799,-122.183,2160,5257 +"0569000050","20140703T000000",565000,4,2.5,2230,8624,"1",0,0,4,8,1430,800,1969,0,"98052",47.6623,-122.152,1970,8402 +"5700000595","20150219T000000",630000,4,2,2000,5000,"1.5",0,0,5,7,2000,0,1925,0,"98144",47.5787,-122.293,2200,5000 +"8029200190","20141107T000000",227000,3,1,1280,7198,"1",0,0,5,6,1280,0,1916,1983,"98022",47.2094,-121.996,1260,7198 +"2896000680","20140729T000000",600000,4,2.75,2810,17674,"1",0,0,4,8,1640,1170,1978,0,"98052",47.6745,-122.144,2400,11240 +"9328500680","20150202T000000",540400,4,1.75,1680,6758,"1",0,0,3,8,1680,0,1974,0,"98008",47.641,-122.113,1910,7000 +"3295730050","20141001T000000",569000,3,2.5,2150,8060,"2",0,0,3,8,2150,0,1995,0,"98033",47.6952,-122.188,2150,7172 +"3629970130","20140710T000000",735000,3,2.5,2820,8159,"2",0,0,3,9,2820,0,2004,0,"98029",47.5527,-121.992,2910,5000 +"3574801310","20141216T000000",434000,3,2.25,1750,9353,"1",0,0,3,7,1210,540,1987,0,"98034",47.7305,-122.225,1930,8545 +"4083802195","20150319T000000",578888,2,2,1060,4000,"1",0,0,2,7,1000,60,1914,0,"98103",47.6626,-122.337,1310,4000 +"9238500480","20140523T000000",465425,4,2.75,2430,20720,"1",0,0,3,7,2430,0,1967,0,"98072",47.775,-122.139,2580,26950 +"9264910280","20150422T000000",280500,4,2.75,2660,7754,"1.5",0,0,3,8,1590,1070,1986,0,"98023",47.3078,-122.337,2250,7754 +"3630120380","20150205T000000",539950,2,2,1670,3507,"1",0,0,3,9,1670,0,2007,0,"98029",47.5545,-122.003,2330,3889 +"0424069088","20140904T000000",406430,3,2,1380,15426,"1",0,0,4,7,1380,0,1968,0,"98075",47.5951,-122.036,1380,15426 +"2954400020","20150205T000000",1.15e+006,4,3.75,4160,35000,"2",0,0,3,11,4160,0,1991,0,"98053",47.669,-122.067,5330,36446 +"2154550020","20141111T000000",250000,3,2.5,1790,6191,"2",0,0,3,8,1790,0,1992,0,"98031",47.4102,-122.195,1790,6758 +"5420800010","20140508T000000",266000,3,2.5,1940,8547,"1",0,0,3,7,1460,480,1989,0,"98030",47.3491,-122.177,1750,7803 +"2459950010","20140722T000000",258000,3,2,1390,7200,"1",0,0,3,7,1390,0,1996,0,"98058",47.434,-122.154,1630,7340 +"4019301300","20141223T000000",472000,3,2,2200,21890,"1",0,2,3,8,1200,1000,1961,0,"98155",47.7584,-122.271,2600,15162 +"3179100480","20140806T000000",530000,3,2.25,1264,1536,"2",0,0,3,8,1264,0,2003,0,"98105",47.6694,-122.279,1264,2067 +"7942601155","20140722T000000",302282,2,1,1095,5120,"1.5",0,0,3,7,1095,0,1901,0,"98122",47.6058,-122.313,1310,5120 +"2493200235","20150311T000000",370000,2,1,850,6213,"1",0,0,3,6,750,100,1916,0,"98136",47.5282,-122.384,1880,5500 +"6338000014","20141013T000000",625000,4,2,1760,5307,"1.5",0,0,4,7,1170,590,1948,0,"98105",47.6714,-122.28,1850,6600 +"1735800050","20150409T000000",142500,1,1,690,6825,"1",0,0,4,5,690,0,1917,0,"98002",47.3109,-122.225,1330,5381 +"2783100050","20150121T000000",334000,3,1.75,1400,7405,"1",0,0,3,7,1400,0,1961,0,"98133",47.7569,-122.334,1820,7440 +"1604600095","20140708T000000",362000,5,3,1810,3000,"2",0,0,3,7,1810,0,1998,0,"98118",47.5622,-122.291,1670,3000 +"3080000005","20150417T000000",181000,2,1,1310,4000,"1",0,0,3,7,950,360,1942,0,"98144",47.5798,-122.306,1310,4000 +"2268000470","20141231T000000",241500,3,1,1400,10425,"1",0,0,4,7,1400,0,1968,0,"98003",47.2738,-122.301,1440,10425 +"0807800190","20150204T000000",245000,3,1.75,2350,12720,"1",0,0,4,7,1180,1170,1964,0,"98030",47.3594,-122.175,1680,10400 +"1274500170","20150506T000000",227500,3,1,1150,8848,"1",0,0,3,7,1150,0,1968,0,"98042",47.3626,-122.111,1220,9576 +"8857600780","20141003T000000",158550,5,1.5,1710,8100,"1.5",0,0,4,7,1710,0,1961,0,"98032",47.3839,-122.288,1480,8025 +"5145000130","20140925T000000",450000,3,2.25,1660,10247,"1",0,0,5,7,1130,530,1968,0,"98034",47.7262,-122.222,1680,7637 +"3288200470","20150204T000000",485000,3,1.75,1950,10080,"1",0,0,4,7,1950,0,1967,0,"98034",47.7282,-122.186,2340,8800 +"1771000950","20141106T000000",353000,4,1.75,1780,9794,"1",0,0,3,7,1780,0,1967,0,"98077",47.7419,-122.073,1160,9750 +"3818400050","20150406T000000",500000,4,3,2450,4668,"2",0,0,3,8,2450,0,2004,0,"98028",47.7721,-122.235,2460,4895 +"0537000130","20140908T000000",360000,1,2.25,2060,10600,"1.5",0,0,3,7,1560,500,1927,1983,"98003",47.3291,-122.304,2060,11880 +"5127000420","20150223T000000",357500,3,1.5,1540,11858,"1",0,0,4,7,1540,0,1966,0,"98059",47.4755,-122.157,1550,11473 +"8656300380","20140506T000000",272000,3,2.5,1650,13816,"2",0,0,3,7,1650,0,1998,0,"98014",47.6553,-121.912,1650,15144 +"6632300161","20150428T000000",422000,3,1,1160,7854,"1",0,0,3,7,1160,0,1960,0,"98125",47.7304,-122.308,1300,8317 +"0622100130","20140917T000000",365000,2,2,1440,15000,"1",0,0,3,7,1440,0,1985,0,"98072",47.7648,-122.159,1780,15000 +"4028900048","20140821T000000",450000,3,1.75,2150,13789,"1",0,0,4,8,1610,540,1966,0,"98155",47.7591,-122.295,2150,15480 +"0411100005","20140922T000000",275053,2,1,1060,6504,"1",0,0,3,6,1060,0,1950,0,"98155",47.7412,-122.327,1100,7200 +"6447300225","20141106T000000",1.88e+006,3,2.75,2620,17919,"1",0,1,4,9,2620,0,1949,0,"98039",47.6144,-122.228,3400,14400 +"5739600427","20150311T000000",725000,3,1.75,1630,9000,"1",0,0,3,7,960,670,1955,0,"98004",47.6023,-122.205,1880,9000 +"5412310080","20140612T000000",235000,3,1.75,1840,9697,"1",0,0,4,7,1500,340,1985,0,"98030",47.3764,-122.179,1430,8079 +"2726049071","20141211T000000",510000,2,1,820,4206,"1",0,0,3,5,820,0,1949,0,"98125",47.7076,-122.284,1810,7200 +"2726049071","20150408T000000",489950,2,1,820,4206,"1",0,0,3,5,820,0,1949,0,"98125",47.7076,-122.284,1810,7200 +"3764650050","20140730T000000",463000,3,2.5,2010,4195,"2",0,0,3,8,2010,0,1998,0,"98034",47.732,-122.197,2010,5779 +"3905030480","20140617T000000",536000,4,2.25,1990,5948,"2",0,0,3,8,1990,0,1991,0,"98029",47.5712,-121.995,2150,6459 +"2345700500","20141021T000000",375000,4,2.5,2990,6145,"2",0,0,3,8,2990,0,2003,0,"98003",47.2612,-122.294,2590,6512 +"8650300130","20140908T000000",630000,4,2.5,2540,4727,"2",0,0,3,9,2540,0,1999,0,"98034",47.7034,-122.236,3640,5129 +"2923049372","20140506T000000",362000,3,2.25,1640,14374,"1",0,0,4,7,1140,500,1963,0,"98148",47.4476,-122.332,2020,10500 +"5437200080","20150204T000000",350000,4,2.75,2500,11659,"1",0,2,3,9,1490,1010,1979,0,"98003",47.3381,-122.332,2830,9915 +"9808100185","20141003T000000",1.691e+006,4,3.5,4020,13515,"2",0,0,3,11,4020,0,2001,0,"98004",47.6462,-122.212,3930,13515 +"4337000285","20150224T000000",255000,3,2,1500,8775,"1",0,0,3,6,1390,110,1943,0,"98166",47.4809,-122.335,1310,8775 +"2891000010","20140806T000000",269000,4,2.5,1594,7665,"1",0,0,5,7,1088,506,1975,0,"98002",47.3262,-122.211,1536,6000 +"7224000545","20140825T000000",370000,4,3,2130,4838,"1.5",0,0,4,7,2130,0,1930,0,"98055",47.4871,-122.203,1070,4838 +"3243100080","20150501T000000",270000,3,1,1130,7920,"1",0,0,3,7,1130,0,1961,0,"98059",47.4852,-122.125,1390,8580 +"3925000020","20150224T000000",265000,3,2,1690,9516,"1",0,0,3,7,1690,0,1997,0,"98022",47.2132,-122.001,1850,9516 +"0546000020","20150429T000000",487000,2,1,1440,4046,"1",0,0,3,7,960,480,1946,0,"98117",47.6901,-122.382,1400,4046 +"8651611060","20140804T000000",835000,4,3.25,3270,6027,"2",0,0,3,10,3270,0,2001,0,"98074",47.6346,-122.063,3270,6546 +"3024079063","20140701T000000",850000,4,3.25,4350,112750,"1",0,0,3,9,2200,2150,2006,0,"98027",47.5435,-121.966,2180,223027 +"3039000050","20141201T000000",575000,4,2.75,1610,11201,"1",0,0,5,7,1020,590,1982,0,"98033",47.7024,-122.198,1610,9000 +"1839900080","20140712T000000",335000,3,1,950,8000,"1",0,0,3,7,950,0,1968,0,"98034",47.7193,-122.184,2270,8540 +"4024101434","20140808T000000",318000,3,1,1010,7200,"1",0,0,5,6,1010,0,1948,0,"98155",47.7601,-122.307,1590,7663 +"2824069142","20150409T000000",510000,3,2,1420,11325,"1",0,0,3,7,1420,0,1980,0,"98027",47.5356,-122.046,2330,3474 +"2618300080","20140502T000000",242500,3,1.5,1200,9720,"1",0,0,4,7,1200,0,1965,0,"98042",47.4225,-122.153,1380,10284 +"7785000010","20141204T000000",750000,5,2.25,2020,8400,"1",0,0,4,7,1010,1010,1963,0,"98040",47.5763,-122.219,1890,9233 +"4307330050","20140721T000000",439900,5,3.5,3390,7950,"2",0,2,3,7,3390,0,2003,0,"98056",47.4792,-122.181,2580,6900 +"2867100005","20150407T000000",710000,2,1,1700,3040,"1.5",0,0,3,8,1460,240,1914,0,"98119",47.6442,-122.369,1620,3230 +"3880900010","20140604T000000",2.4e+006,5,3.25,3410,9088,"2",0,3,3,9,2760,650,1912,0,"98119",47.6285,-122.361,3540,7100 +"5255710010","20141215T000000",435000,3,1.75,2030,13700,"1",0,0,3,8,1630,400,1976,0,"98011",47.7726,-122.197,2120,11200 +"3213200314","20141226T000000",874000,4,2.75,2860,6867,"1",0,1,5,7,1560,1300,1946,0,"98115",47.6723,-122.263,2290,5350 +"9834200950","20140616T000000",385000,4,1.75,1690,4080,"1",0,0,4,7,870,820,1984,0,"98144",47.572,-122.289,1320,4080 +"3806000005","20141030T000000",110000,2,1,760,4746,"1",0,0,3,5,760,0,1930,0,"98055",47.4836,-122.214,1360,7810 +"6204400170","20140620T000000",477000,3,1.75,1780,8085,"1",0,0,3,7,1210,570,1976,0,"98011",47.7357,-122.197,1780,8085 +"2491200675","20140912T000000",500000,3,2,1550,6394,"1.5",0,0,5,8,1550,0,1918,0,"98126",47.5222,-122.379,1440,6387 +"0098020480","20140828T000000",885000,4,2.5,4090,11225,"2",0,0,3,10,4090,0,2005,0,"98075",47.581,-121.971,3510,8762 +"8068000585","20140827T000000",235000,2,1,880,5600,"1",0,0,5,7,880,0,1955,0,"98178",47.5071,-122.265,1240,7015 +"4345000170","20150504T000000",210000,3,2.75,1320,15236,"1",0,0,3,7,880,440,1995,0,"98030",47.365,-122.184,1490,8351 +"3101500010","20150420T000000",320000,2,1,950,4000,"1",0,0,3,6,950,0,1910,0,"98144",47.5728,-122.312,1480,4000 +"3291800660","20150313T000000",406000,3,1.75,1390,7904,"1",0,0,3,7,1390,0,1985,0,"98056",47.4892,-122.181,1910,7904 +"3541600235","20141028T000000",350000,3,1.75,1900,10225,"1",0,0,4,8,1220,680,1963,0,"98166",47.4781,-122.357,1850,12630 +"2923039217","20140610T000000",350000,2,0.75,1392,43710,"1.5",0,0,4,7,1392,0,1978,0,"98070",47.4491,-122.453,1640,99316 +"7852010290","20140710T000000",720000,4,2.5,3340,8930,"2",0,2,3,10,3340,0,1999,0,"98065",47.535,-121.867,3160,7865 +"7695450010","20140522T000000",604700,4,2.75,2750,14982,"1",0,3,3,9,1720,1030,1981,0,"98198",47.3566,-122.32,2860,16344 +"3424069145","20140925T000000",343000,3,1,1400,5662,"1.5",0,0,5,5,1400,0,1920,0,"98027",47.5271,-122.036,1250,14375 +"3578400500","20141209T000000",558000,3,2.25,2220,15757,"1",0,0,3,8,1280,940,1982,0,"98074",47.6212,-122.043,2020,14098 +"4365200895","20150417T000000",364000,4,1,1210,7740,"1.5",0,0,3,7,1210,0,1922,0,"98126",47.5216,-122.374,1100,7740 +"4027700321","20141028T000000",420000,3,1.75,2390,11242,"1",0,0,3,7,1290,1100,1959,0,"98155",47.7759,-122.272,2270,9650 +"7923600250","20150515T000000",450000,5,2,1870,7344,"1.5",0,0,3,7,1870,0,1960,0,"98007",47.5951,-122.144,1870,7650 +"8122100290","20140813T000000",392000,2,1.5,940,5000,"1",0,0,4,7,810,130,1925,0,"98126",47.5375,-122.374,940,5026 +"7224000980","20140610T000000",100000,4,1,1120,2685,"1",0,0,3,5,860,260,1939,0,"98055",47.4904,-122.203,1120,4838 +"9521100280","20140612T000000",480000,3,2.5,1250,1103,"3",0,2,3,8,1250,0,2005,0,"98103",47.6619,-122.352,1250,1188 +"7875400050","20140827T000000",212000,3,1.5,1060,9225,"1",0,0,4,7,1060,0,1955,0,"98003",47.3217,-122.318,1270,9375 +"6204420290","20141203T000000",560000,5,2.5,2410,8960,"1",0,0,5,7,1600,810,1978,0,"98011",47.7372,-122.2,2410,11514 +"1041440050","20150428T000000",359950,5,2.75,2844,3990,"2",0,0,3,8,2844,0,2013,0,"98092",47.3259,-122.167,2273,3900 +"1626069178","20140910T000000",535000,4,2.5,2200,110642,"1",0,0,5,7,1330,870,1979,0,"98077",47.7409,-122.052,2290,51400 +"3342101937","20150410T000000",980000,5,4,3460,5400,"2",0,0,3,10,2830,630,2012,0,"98056",47.5201,-122.204,1890,5400 +"9178601630","20141113T000000",720000,2,1,1580,2199,"2",0,2,3,8,1580,0,1921,1995,"98103",47.6541,-122.329,2170,4405 +"5273200080","20140929T000000",619950,2,1,1520,5400,"1",0,0,3,7,920,600,1951,0,"98115",47.6796,-122.279,1600,5400 +"7701930010","20140530T000000",489000,3,2.5,2260,19821,"2",0,0,3,9,2260,0,1994,0,"98058",47.448,-122.088,2750,22718 +"6820100010","20140616T000000",415000,4,2,1800,2970,"1",0,0,4,7,1000,800,1923,0,"98115",47.6833,-122.312,1690,3801 +"3066400130","20150415T000000",672500,4,2.5,2650,11108,"2",0,0,3,10,2650,0,1987,0,"98074",47.6304,-122.051,2650,11585 +"0339600010","20141017T000000",352500,3,1,1000,4171,"1",0,0,3,7,1000,0,1985,0,"98052",47.6834,-122.097,1090,3479 +"3391900130","20140903T000000",258750,4,2,2300,8400,"1",0,0,4,6,1150,1150,1962,0,"98003",47.3282,-122.332,1230,8400 +"7283900010","20150223T000000",350000,3,1,1080,7000,"1",0,0,4,6,1080,0,1916,0,"98133",47.7637,-122.351,1410,7214 +"1113000430","20140729T000000",152000,3,1,902,10464,"1",0,0,3,7,902,0,1965,0,"98198",47.363,-122.308,1510,7210 +"5101405276","20140609T000000",378500,2,1,730,7528,"1",0,0,3,7,730,0,1946,0,"98115",47.6997,-122.305,1620,7528 +"7796100050","20140730T000000",1.017e+006,4,1.75,2600,41041,"1.5",0,0,4,8,2600,0,1965,0,"98033",47.6634,-122.172,2750,37318 +"2207200675","20140502T000000",419000,3,1.5,1570,6700,"1",0,0,4,7,1570,0,1956,0,"98007",47.6022,-122.134,1570,7300 +"3622910190","20140521T000000",895000,5,3,2876,13927,"1",0,2,4,9,1970,906,1973,0,"98040",47.5528,-122.229,3500,14454 +"9346930250","20140926T000000",668500,4,2.25,2290,9546,"1",0,0,4,8,1780,510,1976,0,"98006",47.5617,-122.13,2360,8864 +"3886000010","20140821T000000",487000,2,2.5,1470,2533,"2",0,0,3,8,1470,0,2005,0,"98033",47.6874,-122.165,1470,6511 +"6326000130","20141202T000000",538000,3,3.5,2620,10137,"2",0,0,3,8,1970,650,1992,0,"98146",47.4979,-122.371,1960,7680 +"0686900010","20140528T000000",898000,5,1.5,2680,28014,"1",0,0,4,8,1450,1230,1963,0,"98004",47.6348,-122.196,2900,22180 +"1310000130","20140924T000000",315000,4,2,2020,7767,"1",0,0,3,8,2020,0,1995,0,"98003",47.3391,-122.309,1940,8239 +"0139000185","20150428T000000",800000,3,2.5,2100,4440,"2",0,4,3,7,2100,0,1945,0,"98116",47.5865,-122.397,2100,6000 +"4039000050","20140714T000000",516130,3,1.75,1510,8250,"1",0,0,4,8,1510,0,1962,0,"98008",47.6183,-122.113,1770,8250 +"9253900417","20150128T000000",1.6e+006,3,2.5,2850,19593,"1.5",1,4,3,10,1790,1060,1978,0,"98008",47.5894,-122.111,2850,18782 +"4128500380","20150427T000000",1.2e+006,4,2.5,4280,12796,"2",0,0,3,11,3400,880,1999,0,"98006",47.5588,-122.124,3520,9593 +"8159300050","20150312T000000",355425,4,2.5,3238,9112,"1",0,2,4,8,1678,1560,1979,0,"98198",47.4005,-122.311,3056,9668 +"1338600185","20140624T000000",1.1574e+006,3,2.5,2740,5925,"2",0,2,3,10,2740,0,1913,1992,"98112",47.6313,-122.303,2740,5948 +"7625703900","20140926T000000",689000,4,2.5,2020,9600,"2",0,0,4,7,2020,0,1954,0,"98136",47.5434,-122.395,2250,8550 +"2767700022","20150113T000000",500000,3,3.25,1520,1500,"3",0,0,3,7,1520,0,2000,0,"98107",47.67,-122.389,1520,1323 +"3914000095","20140718T000000",430000,5,2.5,3860,42733,"1",0,3,4,8,2300,1560,1955,0,"98001",47.3117,-122.254,2520,19353 +"7334501410","20141121T000000",299500,4,2.25,1600,15312,"1",0,0,4,7,1080,520,1979,0,"98045",47.4629,-121.743,1620,12375 +"2597710050","20140624T000000",349950,4,2.5,2090,5289,"2",0,0,3,8,2090,0,1989,0,"98058",47.4289,-122.164,2080,7109 +"7933250050","20141028T000000",1.419e+006,5,3.25,4020,4500,"2",0,0,3,9,3120,900,2010,0,"98004",47.6349,-122.204,3550,5775 +"2600140500","20141216T000000",998000,4,2.25,2910,10189,"2",0,0,3,9,2910,0,1988,0,"98006",47.5465,-122.155,2780,10125 +"3876810170","20150505T000000",329000,3,1,900,9600,"1",0,0,4,7,900,0,1970,0,"98072",47.7423,-122.173,1220,8240 +"3740000010","20141009T000000",575000,3,1.75,1720,5956,"2",0,0,3,8,1720,0,1981,0,"98033",47.6875,-122.202,1620,9324 +"6895300050","20141002T000000",529900,5,2.25,3030,9430,"2",0,0,4,8,2600,430,1961,0,"98133",47.7515,-122.353,2230,8425 +"6645900010","20141120T000000",1.47e+006,4,2.5,3030,10189,"1",0,0,3,9,2380,650,2003,0,"98004",47.6367,-122.206,1940,10189 +"9413600380","20140801T000000",725000,4,1.75,2190,9400,"1",0,0,4,7,1450,740,1962,0,"98033",47.6531,-122.196,1980,9000 +"2115720500","20141023T000000",286000,3,2.5,1680,5000,"2",0,0,3,8,1680,0,1987,0,"98023",47.3196,-122.395,1720,5000 +"2202500255","20150305T000000",335000,3,2,1210,9926,"1",0,0,4,7,1210,0,1954,2015,"98006",47.5731,-122.135,1690,9737 +"2207100255","20140515T000000",395300,3,1.5,1120,7000,"1",0,0,3,7,1120,0,1955,0,"98007",47.5987,-122.146,1470,7950 +"8035350010","20140715T000000",510000,4,2.75,3180,13348,"2",0,0,3,8,3020,160,2004,0,"98019",47.7439,-121.977,3020,10029 +"1555300010","20150206T000000",203000,3,1,920,7500,"1",0,0,4,7,920,0,1970,0,"98032",47.3791,-122.289,1660,8000 +"6135300010","20141204T000000",248000,2,1,700,8301,"1",0,0,3,6,700,0,1953,0,"98155",47.7712,-122.323,1250,8304 +"1321730470","20150127T000000",265000,3,2.25,2540,7216,"2",0,0,3,8,2540,0,1991,0,"98023",47.2906,-122.349,2140,7531 +"4083306345","20150504T000000",1e+006,4,1.5,2100,4560,"1.5",0,0,4,8,2100,0,1912,0,"98103",47.6497,-122.336,1930,4560 +"1453602360","20150406T000000",1e+006,3,1,1540,24500,"1.5",0,0,3,7,1540,0,1949,0,"98125",47.7213,-122.29,1540,7250 +"2025600280","20150406T000000",241400,3,2,1420,9828,"1",0,0,4,7,1420,0,1990,0,"98010",47.3287,-122.011,1550,7227 +"1423800380","20150312T000000",309950,4,1.75,1450,10074,"1",0,0,4,7,1450,0,1966,0,"98058",47.4546,-122.182,1340,8023 +"2113701100","20140826T000000",294010,3,1.75,1550,4057,"1",0,0,3,6,830,720,1945,0,"98106",47.5291,-122.351,1100,4116 +"3578401060","20141216T000000",345000,3,2.25,1920,9672,"2",0,0,4,8,1920,0,1984,0,"98074",47.6233,-122.046,1950,10125 +"3578401060","20150504T000000",625000,3,2.25,1920,9672,"2",0,0,4,8,1920,0,1984,0,"98074",47.6233,-122.046,1950,10125 +"7691800020","20140709T000000",660000,4,2.5,2510,4543,"2",0,0,3,8,2510,0,2002,0,"98075",47.5962,-122.039,2550,4675 +"8682230950","20150317T000000",559000,2,2,1660,4500,"1",0,0,3,8,1660,0,2003,0,"98053",47.7094,-122.031,1670,5580 +"7202360010","20140707T000000",866000,4,3.25,3990,9786,"2",0,0,3,9,3990,0,2004,0,"98053",47.6784,-122.026,3920,8200 +"2125049120","20140505T000000",770000,3,2,2350,5700,"1.5",0,0,4,8,1810,540,1939,0,"98112",47.639,-122.31,2170,6000 +"5540000010","20140815T000000",259950,3,1.5,1350,7827,"1",0,0,4,7,1350,0,1968,0,"98030",47.3786,-122.219,1900,7827 +"1552800010","20150311T000000",352000,5,2.75,2980,9838,"1",0,0,3,7,1710,1270,1968,0,"98030",47.3807,-122.222,2240,9838 +"1118002000","20140624T000000",2.46635e+006,5,4.75,6390,13180,"2",0,0,3,10,4560,1830,1940,0,"98112",47.6312,-122.291,4010,8137 +"8564600080","20141106T000000",395000,3,2,1590,10229,"1",0,0,3,7,1590,0,1966,0,"98034",47.7239,-122.227,1320,10222 +"1446800660","20150316T000000",276500,4,1.75,1400,6650,"1.5",0,0,4,6,1400,0,1942,0,"98168",47.4888,-122.332,1120,8645 +"2624079022","20141020T000000",530000,3,2.25,1880,100623,"1.5",0,0,3,8,1880,0,1987,2007,"98024",47.5342,-121.883,2520,21689 +"5051800130","20140724T000000",798000,4,3.25,3500,10260,"2",0,0,3,10,3500,0,1987,0,"98008",47.5902,-122.13,3500,10658 +"7940700190","20140813T000000",380000,2,2,1370,5756,"1",0,0,3,8,1370,0,1986,0,"98034",47.714,-122.205,1380,5444 +"5422810010","20140819T000000",350000,4,2.5,2810,10433,"2",0,0,3,8,2810,0,2001,0,"98022",47.1895,-122.015,2640,9240 +"3529200190","20140514T000000",325000,3,2.5,2220,6049,"2",0,0,4,8,2220,0,1990,0,"98031",47.3972,-122.182,1980,7226 +"8944320280","20150402T000000",336000,3,2.5,2110,4549,"2",0,0,4,8,2110,0,1989,0,"98042",47.3885,-122.154,2110,4030 +"3222069153","20141024T000000",286900,3,2.25,1720,17235,"1",0,0,4,7,1440,280,1974,0,"98042",47.3438,-122.073,1990,35048 +"7211300050","20140930T000000",472000,5,2.25,1780,7245,"1",0,0,4,8,1330,450,1976,0,"98052",47.6946,-122.12,1780,7653 +"1545806980","20140630T000000",263000,3,1.75,1410,8100,"2",0,0,3,7,1410,0,1985,0,"98038",47.3617,-122.046,1560,8100 +"9297300255","20140716T000000",565000,3,3,2110,4000,"1",0,2,4,7,1110,1000,1965,0,"98126",47.5696,-122.375,1730,4000 +"4139400280","20141008T000000",765000,3,2.5,2700,8444,"2",0,0,3,10,2700,0,1992,0,"98006",47.5597,-122.113,2840,9165 +"9201300020","20140811T000000",1.517e+006,3,2.25,2610,9409,"1",1,4,4,8,2610,0,1963,0,"98075",47.5789,-122.076,2970,9156 +"8663280080","20141223T000000",405000,3,2,1660,8174,"1",0,0,3,7,830,830,1981,0,"98034",47.7103,-122.199,1610,9318 +"0098000980","20150427T000000",1.098e+006,4,3.5,4570,16219,"2",0,0,3,11,4570,0,2002,0,"98075",47.5859,-121.968,4700,16500 +"1796100010","20140911T000000",555000,3,3,3760,188760,"1",0,0,4,10,2640,1120,1979,0,"98092",47.308,-122.087,2820,50543 +"2781280290","20150427T000000",305000,3,2.5,1610,3516,"2",0,0,3,8,1610,0,2006,0,"98055",47.4491,-122.188,1610,3056 +"1448800010","20140901T000000",289950,3,2.25,1740,9370,"1",0,0,3,7,1390,350,1992,0,"98198",47.391,-122.316,1740,7555 +"1526079026","20140813T000000",487500,5,3.5,3530,218472,"2",0,0,3,7,2380,1150,1999,0,"98019",47.7309,-121.905,2110,211404 +"1788800630","20141029T000000",96500,3,1,840,12091,"1",0,0,3,6,840,0,1959,0,"98023",47.3281,-122.343,840,9324 +"1788800630","20150225T000000",185000,3,1,840,12091,"1",0,0,3,6,840,0,1959,0,"98023",47.3281,-122.343,840,9324 +"8864000250","20140827T000000",150550,4,1,1470,6061,"1.5",0,0,3,7,1470,0,1945,0,"98168",47.4819,-122.289,1230,6175 +"7972600670","20140624T000000",339000,4,2,2470,5080,"1.5",0,0,3,6,1970,500,1948,1988,"98106",47.5308,-122.348,1060,5080 +"4077800094","20150202T000000",675000,4,1.75,2220,7230,"1",0,1,3,8,1280,940,1950,0,"98125",47.7065,-122.279,2210,7230 +"9834200440","20140624T000000",615000,3,1.75,1720,4080,"1",0,0,4,7,960,760,1924,0,"98144",47.5747,-122.287,1660,4080 +"1245002125","20140604T000000",837500,4,2.5,2700,9320,"2",0,0,4,8,2700,0,1994,0,"98033",47.6861,-122.198,2120,8056 +"5634500170","20140819T000000",250000,2,1,950,11835,"1",0,0,3,5,950,0,1932,0,"98028",47.7494,-122.237,1690,12586 +"1954400500","20140625T000000",583000,3,2.5,1790,8144,"2",0,0,3,8,1790,0,1989,0,"98074",47.6169,-122.045,1800,7503 +"9528102771","20140904T000000",499000,3,2.5,1610,1728,"3",0,0,3,8,1610,0,2000,0,"98115",47.6776,-122.318,1540,3090 +"2895600095","20140716T000000",550000,3,2.5,2290,6328,"2",0,0,3,8,2290,0,2001,0,"98146",47.5103,-122.382,1600,6180 +"2921079027","20140924T000000",400000,4,2.5,2170,204296,"1",0,0,4,7,2170,0,1980,0,"98022",47.281,-121.933,1760,154202 +"0524059323","20150219T000000",990400,3,2.5,2100,4097,"2",0,0,3,9,2100,0,2008,0,"98004",47.5983,-122.2,1820,4764 +"0824069173","20140821T000000",600000,3,2.5,2320,52272,"1.5",0,0,3,8,2320,0,1974,0,"98075",47.587,-122.068,2200,52272 +"2678100005","20150212T000000",325000,2,1,1120,6236,"1",0,0,4,6,1120,0,1954,0,"98155",47.763,-122.291,1340,7784 +"2025700080","20140710T000000",265000,3,2.5,1530,6000,"2",0,0,4,7,1530,0,1991,0,"98038",47.3487,-122.036,1360,6000 +"6613000585","20150108T000000",1.6205e+006,3,2.5,3490,9362,"1",0,3,5,9,1770,1720,1960,0,"98105",47.6605,-122.27,3640,7425 +"2597000006","20150309T000000",347500,3,1.5,1180,8353,"1",0,0,3,7,1180,0,1960,0,"98155",47.7652,-122.274,1710,8748 +"1923300170","20150109T000000",629000,5,2,2050,3000,"1.5",0,0,3,7,1470,580,1912,1984,"98103",47.6864,-122.352,1560,4500 +"1224049005","20140708T000000",1.0875e+006,2,2,2360,11340,"1.5",0,0,3,9,2360,0,1997,0,"98040",47.5835,-122.227,3030,11340 +"4123840050","20140630T000000",397500,4,2.5,2570,7859,"2",0,0,3,8,2570,0,1992,0,"98038",47.3736,-122.045,2150,7284 +"1937300280","20141030T000000",404500,2,1,1270,3700,"1.5",0,0,3,7,1270,0,1909,0,"98144",47.5949,-122.307,1980,3200 +"9183703376","20140513T000000",225000,3,1.5,1250,7500,"1",0,0,3,7,1250,0,1967,0,"98030",47.3719,-122.215,1260,7563 +"9542801310","20150513T000000",267000,3,2.25,2510,9900,"1",0,0,3,8,1610,900,1978,0,"98023",47.2988,-122.374,1940,8510 +"2771104830","20140611T000000",800000,4,3.75,2690,4000,"2",0,3,4,9,2120,570,1909,1989,"98119",47.6418,-122.372,2830,4000 +"7967650010","20150210T000000",339000,4,2.5,2900,6918,"2",0,0,3,8,2900,0,2001,0,"98001",47.3504,-122.284,2720,10376 +"6744701310","20150415T000000",1.85e+006,4,2.5,3830,11972,"1",1,4,3,11,2370,1460,1981,0,"98155",47.7404,-122.284,3080,12297 +"3131201310","20140930T000000",525000,5,1,1280,3876,"1.5",0,0,3,7,1280,0,1923,0,"98105",47.6605,-122.324,1420,3825 +"3630180500","20141006T000000",1.15e+006,5,3.5,4350,6218,"2",0,2,3,10,3520,830,2007,0,"98027",47.5396,-121.997,3260,5989 +"7624700050","20141223T000000",565000,1,1,1370,6250,"1.5",0,0,4,7,1370,0,1921,0,"98136",47.5571,-122.385,1450,6250 +"3274800460","20140520T000000",387000,2,2.25,1230,1280,"2",0,0,3,8,960,270,2012,0,"98144",47.5942,-122.298,1130,1357 +"1939000010","20140619T000000",720000,4,2.5,2440,34290,"2",0,0,3,9,2440,0,1987,0,"98053",47.6685,-122.044,2860,38119 +"4139490190","20140711T000000",1.5e+006,4,3.5,4410,12426,"2",0,2,3,12,3420,990,1996,0,"98006",47.5518,-122.107,4090,12127 +"6381500170","20140826T000000",235000,2,1,910,7617,"1",0,0,3,6,910,0,1936,0,"98125",47.7332,-122.305,1310,6624 +"6381500170","20150116T000000",365000,2,1,910,7617,"1",0,0,3,6,910,0,1936,0,"98125",47.7332,-122.305,1310,6624 +"1954420170","20140521T000000",368250,3,2.5,2150,7484,"2",0,0,3,8,2150,0,1988,0,"98074",47.6191,-122.043,2150,6879 +"1954420170","20141113T000000",580000,3,2.5,2150,7484,"2",0,0,3,8,2150,0,1988,0,"98074",47.6191,-122.043,2150,6879 +"0623059016","20140717T000000",1.1e+006,4,3.25,3190,11774,"2",1,4,3,8,2610,580,1956,1991,"98178",47.5033,-122.225,2240,8725 +"6181400470","20150127T000000",215000,4,2.5,2130,4496,"2",0,0,3,7,2130,0,2004,0,"98001",47.3041,-122.28,3220,5400 +"3904920980","20140909T000000",648000,4,2.5,2740,9959,"2",0,0,3,9,2740,0,1989,0,"98029",47.5672,-122.011,2630,9905 +"7215730430","20140903T000000",705000,4,3,3150,9318,"2",0,0,3,9,3150,0,2001,0,"98075",47.5959,-122.018,3150,9318 +"0475000190","20150109T000000",465000,3,2.25,1450,1540,"2",0,0,3,8,1180,270,2005,0,"98107",47.6685,-122.365,1450,1540 +"2877100235","20141222T000000",650000,5,2,2400,3500,"1.5",0,0,3,8,1900,500,1911,0,"98103",47.6762,-122.356,1520,4000 +"7893202340","20140721T000000",335000,4,2.25,2280,7500,"1",0,0,4,7,1140,1140,1963,0,"98198",47.4182,-122.332,1660,8000 +"9238430190","20150428T000000",640000,4,2,2310,31850,"1.5",0,0,4,8,2310,0,1984,0,"98072",47.7713,-122.122,2710,36042 +"1939120050","20150303T000000",638250,4,2.5,2460,8029,"2",0,0,3,9,2460,0,1989,0,"98074",47.6262,-122.03,2420,7987 +"9197800010","20141017T000000",1.46e+006,4,3.5,4200,14353,"2",0,2,3,12,3640,560,1996,0,"98040",47.5331,-122.217,3750,16316 +"5248800250","20150427T000000",375000,4,2,1620,4600,"2",0,0,3,7,1620,0,1909,0,"98108",47.5533,-122.307,1620,4500 +"4457300630","20140716T000000",842000,4,1.75,2170,9525,"1",0,0,3,8,2170,0,1960,0,"98040",47.5685,-122.217,1910,9525 +"2228900161","20141008T000000",499950,3,2.25,2880,7200,"1",0,0,3,8,1710,1170,1970,0,"98133",47.7707,-122.35,1880,10200 +"6817850050","20150217T000000",810000,4,2.5,3280,25211,"2",0,3,3,11,3280,0,1985,0,"98074",47.6398,-122.05,3280,25211 +"1775800280","20150226T000000",310000,5,2,2900,11970,"2",0,0,4,7,2900,0,1969,0,"98072",47.741,-122.095,1260,12398 +"0263000050","20141031T000000",730000,3,2.5,2160,8809,"1",0,0,3,9,1540,620,2014,0,"98103",47.6994,-122.349,930,5420 +"1870400470","20141113T000000",637800,4,1.75,2250,4750,"1.5",0,0,4,7,1420,830,1924,0,"98115",47.6738,-122.292,1930,4750 +"7839300185","20150206T000000",225000,3,1,1340,4800,"1.5",0,0,4,5,1340,0,1903,0,"98055",47.477,-122.209,1240,4800 +"2426039130","20140610T000000",417500,4,1,1390,10800,"1.5",0,0,4,7,1390,0,1941,0,"98177",47.7248,-122.359,1390,9360 +"2938200170","20150320T000000",265000,4,2,1600,10160,"1",0,0,4,7,1600,0,1972,0,"98022",47.2015,-122.003,1540,9352 +"1954440050","20140725T000000",550000,4,2.5,2050,8683,"2",0,0,3,8,2050,0,1987,0,"98074",47.62,-122.043,2010,8744 +"2224079001","20150126T000000",625700,3,2,2570,159865,"1",0,0,5,7,2570,0,1968,0,"98024",47.5547,-121.892,2010,38322 +"0200520080","20140801T000000",595000,3,2.5,2660,10637,"2",0,0,3,9,2660,0,1991,0,"98011",47.7383,-122.22,2590,8637 +"2195900010","20140714T000000",270000,3,1.5,1540,13475,"1",0,0,4,7,1540,0,1972,0,"98059",47.4766,-122.153,1550,13475 +"5707500050","20140718T000000",739375,5,3,2640,3200,"2",0,0,4,7,2140,500,1906,0,"98112",47.6188,-122.308,1540,2242 +"8929000130","20140708T000000",357562,2,1.75,1210,1032,"2",0,0,3,8,1210,0,2014,0,"98029",47.5522,-121.999,1210,1090 +"2944000170","20140611T000000",1.01e+006,4,2.5,3760,29224,"2",0,0,3,11,3760,0,1987,0,"98052",47.7203,-122.128,3930,19916 +"8682262330","20140930T000000",455000,2,1.75,1350,4286,"1",0,0,3,8,1350,0,2004,0,"98053",47.7171,-122.033,1440,4839 +"4167800130","20150501T000000",310000,5,2.25,2600,9600,"1",0,2,4,8,1810,790,1969,0,"98023",47.3257,-122.365,2070,9660 +"1624079088","20140811T000000",415000,3,2.75,3900,111514,"2",0,0,3,6,3460,440,1967,2008,"98024",47.5621,-121.924,2460,217800 +"7370600050","20140819T000000",452000,2,1,1340,8100,"1",0,2,3,8,1340,0,1950,0,"98177",47.7212,-122.364,1680,7752 +"2025059134","20150113T000000",810000,3,2,1760,16928,"1",0,0,3,7,1760,0,1953,0,"98004",47.6363,-122.202,3430,10059 +"7522500020","20140527T000000",730001,3,2,1840,4750,"1",0,0,5,7,1010,830,1951,0,"98117",47.6862,-122.395,1760,5510 +"1125069134","20150430T000000",825000,3,2.25,2980,86636,"1",0,0,3,9,2230,750,1989,0,"98053",47.6627,-122.003,2980,107157 +"8032700010","20140716T000000",665000,3,2.5,1730,3000,"2",0,0,3,8,1730,0,1996,0,"98103",47.6532,-122.34,1730,1774 +"2473370050","20140604T000000",327500,4,1.75,1650,7800,"1",0,0,3,8,1650,0,1968,0,"98058",47.4507,-122.139,1750,10400 +"3276930050","20140728T000000",699950,3,2.5,3370,36218,"2",0,0,4,9,3370,0,1988,0,"98075",47.5855,-121.987,2980,31793 +"3211230080","20140728T000000",424000,3,2.5,2200,34680,"2",0,0,3,9,2200,0,1985,0,"98092",47.3139,-122.116,2560,35840 +"7519000471","20140625T000000",657000,4,2.5,2180,3375,"1.5",0,0,4,7,1420,760,1926,0,"98117",47.6846,-122.361,1560,3375 +"8563000130","20140717T000000",445000,3,1.75,1490,10844,"1",0,0,3,7,1210,280,1974,0,"98008",47.6208,-122.106,2090,9944 +"2770604103","20140731T000000",450000,3,2.5,1530,762,"2",0,0,3,8,1050,480,2007,0,"98119",47.642,-122.374,1610,1482 +"3581000020","20140926T000000",350000,3,1,1180,7455,"1",0,0,4,7,1180,0,1964,0,"98034",47.7276,-122.241,1450,8154 +"9432750190","20141112T000000",460000,4,2.5,2080,17532,"2",0,0,3,9,2080,0,1996,0,"98059",47.4835,-122.136,2550,12560 +"1622059088","20140626T000000",385000,4,2.5,3200,22651,"1",0,0,5,8,1610,1590,1970,0,"98031",47.3931,-122.183,2030,5500 +"5559900080","20141104T000000",272000,4,2.25,1880,6160,"2",0,0,3,7,1880,0,1993,0,"98023",47.3214,-122.347,1580,6405 +"7202260780","20150120T000000",535000,3,2.5,2510,5544,"2",0,0,3,7,2510,0,2001,0,"98053",47.6903,-122.042,2660,5614 +"8651410950","20150430T000000",216500,2,1,1060,5200,"1",0,0,3,6,1060,0,1969,0,"98042",47.3688,-122.08,910,5200 +"7843500080","20150225T000000",325000,3,2.5,2130,12245,"2",0,0,3,8,2130,0,1989,0,"98042",47.3406,-122.057,1910,12216 +"3205400290","20150406T000000",420200,3,1.75,1320,7280,"1",0,0,3,7,1320,0,1968,0,"98034",47.7229,-122.18,1370,7800 +"7129300420","20141202T000000",258000,3,1.75,1040,5650,"1",0,0,5,6,1040,0,1951,0,"98178",47.5111,-122.256,1290,5650 +"0263000280","20141202T000000",450000,3,2,1150,4500,"1.5",0,0,3,7,1150,0,1917,1991,"98103",47.6985,-122.348,1230,5400 +"2919200280","20141208T000000",720168,4,2.25,2120,3794,"2",0,0,4,7,1420,700,1926,0,"98117",47.6893,-122.359,1420,3840 +"2769602880","20141002T000000",652000,3,2,2130,5000,"1.5",0,0,5,7,1330,800,1925,0,"98107",47.6746,-122.362,2010,5000 +"8078440050","20140730T000000",569500,4,2.5,2340,8248,"2",0,0,3,8,2340,0,1989,0,"98074",47.6314,-122.03,2140,9963 +"1922069071","20150424T000000",411000,4,1.75,2250,292288,"1",0,0,4,7,2250,0,1963,0,"98042",47.3787,-122.091,1550,23798 +"7518502945","20140519T000000",524950,3,1.75,1890,3825,"1",0,0,3,7,1290,600,1974,0,"98117",47.6831,-122.381,1320,3825 +"7568700480","20150323T000000",153000,2,1,1140,10152,"1",0,0,3,6,760,380,1942,0,"98155",47.7369,-122.321,1340,10141 +"9577800005","20141022T000000",775000,3,2.5,2780,5467,"2",0,2,3,9,2780,0,2000,0,"98126",47.5791,-122.378,2630,5000 +"7436050170","20150112T000000",338500,4,2.5,2390,6111,"2",0,0,3,8,2390,0,1997,0,"98030",47.3677,-122.173,2520,6500 +"7200001259","20150501T000000",570000,3,1.75,2390,9000,"1",0,0,3,8,1500,890,1975,0,"98052",47.6809,-122.113,2040,9000 +"4127000095","20141029T000000",653000,3,2,2680,8429,"1",0,0,4,9,1880,800,1950,1991,"98038",47.372,-122.036,1570,8640 +"1934800086","20141120T000000",435000,2,2.5,1560,1222,"2",0,0,3,8,1080,480,2008,0,"98122",47.604,-122.307,1560,2081 +"3361401025","20141126T000000",207000,2,1,1130,8160,"1",0,0,4,6,1130,0,1952,0,"98168",47.4997,-122.317,1060,6120 +"7430500415","20140725T000000",540000,2,1,1120,7500,"1",0,2,4,7,1120,0,1971,0,"98008",47.619,-122.096,3040,16940 +"1622049182","20140625T000000",386000,4,2.25,2050,9583,"2",0,2,3,8,1770,280,1965,0,"98198",47.3978,-122.313,2230,9730 +"7749500250","20140827T000000",265000,5,2.25,2600,8075,"1.5",0,0,4,8,2600,0,1969,0,"98092",47.2961,-122.188,2200,8800 +"1773101159","20150107T000000",250000,3,2.25,1050,572,"2",0,0,3,7,740,310,2006,0,"98106",47.5549,-122.363,1260,1062 +"9829200250","20150105T000000",1.697e+006,3,2,2600,6600,"2",0,4,3,10,1930,670,1970,2014,"98122",47.6055,-122.285,2670,6270 +"3303860130","20141203T000000",455000,4,2.5,2811,7251,"2",0,0,3,9,2811,0,2009,0,"98038",47.3686,-122.058,3040,7250 +"9359100500","20140527T000000",1.795e+006,4,3.25,4060,13000,"2",0,3,3,11,4060,0,2000,0,"98040",47.581,-122.246,3220,13800 +"1250203860","20141030T000000",759000,3,2,2260,7200,"1",0,3,3,7,1130,1130,1941,0,"98144",47.5886,-122.288,2260,6000 +"2386000170","20150326T000000",970000,4,2.75,4430,74358,"2",0,0,3,10,4430,0,1990,0,"98053",47.6392,-121.988,3820,80875 +"5702500050","20141104T000000",280000,1,0,600,24501,"1",0,0,2,3,600,0,1950,0,"98045",47.5316,-121.749,990,22549 +"2600000050","20140827T000000",690000,3,2.25,2430,8327,"1",0,0,4,9,1430,1000,1978,0,"98006",47.5534,-122.16,2550,10427 +"7856640170","20140708T000000",789900,3,2.5,3420,25150,"1",0,0,4,10,1750,1670,1987,0,"98006",47.5706,-122.152,2900,19604 +"5540800130","20150318T000000",447500,2,1,1180,5100,"1.5",0,0,3,7,1180,0,1926,0,"98103",47.6947,-122.346,980,5100 +"7955060010","20140613T000000",440000,4,2.25,2010,7575,"1",0,0,3,7,1220,790,1974,0,"98034",47.7328,-122.2,1820,7831 +"7760400470","20150414T000000",278000,3,2,1230,7789,"1",0,0,3,7,1230,0,1994,0,"98042",47.3718,-122.073,1470,8670 +"9551202130","20140714T000000",980000,5,2.5,2750,6000,"1.5",0,0,3,8,1750,1000,1904,1994,"98103",47.6729,-122.334,1520,4158 +"4345000050","20140630T000000",245000,3,2.75,1300,14197,"1",0,0,3,7,860,440,1996,0,"98030",47.3652,-122.183,1550,7596 +"7334501440","20141021T000000",287000,3,1.5,1150,11475,"1",0,0,3,7,1150,0,1971,0,"98045",47.4629,-121.744,1640,11475 +"1523069215","20140603T000000",435000,3,1.75,2220,132858,"1",0,0,3,7,1110,1110,1988,0,"98027",47.4853,-122.034,2130,77536 +"5525400430","20140715T000000",585000,3,2.5,2050,11690,"2",0,0,4,9,2050,0,1989,0,"98059",47.5279,-122.161,2410,10172 +"0871001611","20140701T000000",616000,4,1.75,1700,5846,"1",0,0,3,8,1700,0,1957,0,"98199",47.6539,-122.408,1480,5177 +"1685200190","20150115T000000",203000,3,1.75,1610,9000,"1",0,0,4,7,1100,510,1978,0,"98092",47.3187,-122.179,1610,8000 +"1982200675","20150506T000000",860000,4,2.75,2720,3840,"2",0,0,3,8,1790,930,1920,2009,"98107",47.6624,-122.361,1360,3880 +"1201500010","20150330T000000",833000,4,2.5,2190,12690,"1",0,2,3,8,1170,1020,1973,0,"98033",47.6627,-122.189,2630,10843 +"1822360080","20141211T000000",565000,4,2.75,2730,6856,"2",0,0,3,8,2730,0,2003,0,"98072",47.7739,-122.164,2520,5569 +"4113800500","20150212T000000",572500,3,2.5,2490,7589,"2",0,0,3,9,2490,0,1991,0,"98056",47.5355,-122.179,2500,10386 +"4299700095","20140516T000000",254000,4,2,1510,4235,"1",0,0,3,7,1510,0,1955,0,"98108",47.546,-122.293,1510,4268 +"3585900500","20150402T000000",1.525e+006,4,4.25,4720,21000,"3",0,4,5,11,4720,0,1971,0,"98177",47.7591,-122.376,3010,20000 +"0326069026","20150121T000000",900000,4,3,3810,217800,"2",0,0,3,9,3810,0,2003,0,"98077",47.7696,-122.021,2580,217364 +"4070700290","20150226T000000",899000,3,2.5,1950,3730,"2",0,0,3,9,1950,0,1996,0,"98033",47.6731,-122.199,2080,4000 +"7625703800","20150424T000000",560000,3,2,1300,6000,"1",0,0,5,7,1300,0,1943,0,"98136",47.5482,-122.392,1230,6000 +"0643400130","20150304T000000",512500,3,1.75,1610,7200,"1",0,0,3,7,1180,430,1976,0,"98007",47.5966,-122.144,1520,7973 +"2877103070","20150223T000000",775000,4,2.5,2040,5000,"1.5",0,0,5,7,1180,860,1924,0,"98117",47.6786,-122.36,1540,5000 +"0421000185","20140611T000000",200000,2,1,700,4700,"1",0,0,5,5,700,0,1953,0,"98056",47.4953,-122.169,960,5200 +"2113700825","20140731T000000",172000,3,1,970,4700,"1",0,0,4,6,720,250,1943,0,"98106",47.5285,-122.354,1560,4600 +"0623049093","20140522T000000",219900,3,1,910,6000,"1",0,0,2,6,910,0,1956,0,"98146",47.5065,-122.338,1090,6957 +"4348800080","20140711T000000",641200,3,1,1060,9123,"1",0,0,3,7,1060,0,1952,0,"98004",47.6218,-122.193,1620,9121 +"3762900010","20140715T000000",473000,5,3.25,2180,7200,"2",0,0,4,7,2180,0,1982,0,"98034",47.7078,-122.234,1840,7644 +"3578401700","20140701T000000",540000,3,1.75,2050,9580,"1",0,0,3,8,1400,650,1984,0,"98074",47.6212,-122.038,1740,11952 +"1211000280","20150504T000000",295000,2,1,750,4500,"1",0,0,3,6,750,0,1945,0,"98122",47.607,-122.297,1540,4000 +"1324300091","20140528T000000",370000,3,1,800,2296,"1",0,0,4,6,800,0,1908,0,"98103",47.6546,-122.356,1480,1472 +"4141800285","20140714T000000",1.727e+006,4,2.25,3470,8000,"1.5",0,1,3,9,2360,1110,1906,2002,"98122",47.6149,-122.287,3010,8000 +"1524079088","20140509T000000",275000,3,1.5,1390,48257,"1",0,0,3,6,1390,0,1922,2013,"98024",47.5603,-121.894,1440,45302 +"9320900420","20141014T000000",89000,3,1,900,4750,"1",0,0,4,6,900,0,1969,0,"98023",47.3026,-122.363,900,3404 +"7349800780","20140805T000000",175000,2,1.75,1050,9800,"1.5",0,0,4,6,1050,0,1975,0,"98019",47.7595,-121.473,1230,12726 +"1196002948","20150218T000000",490000,3,2.5,2410,11900,"1",0,2,4,9,1600,810,1989,0,"98023",47.3384,-122.34,3090,11902 +"5631500213","20140515T000000",342400,3,2.25,1180,9630,"2",0,0,3,7,1180,0,1986,0,"98028",47.7352,-122.232,2660,5979 +"3416601045","20140623T000000",345000,3,1,1140,4200,"2",0,0,4,7,1140,0,1904,0,"98144",47.6012,-122.296,1510,4000 +"9828701650","20141125T000000",399000,2,1,700,3400,"1",0,0,3,6,700,0,1946,0,"98112",47.6212,-122.296,1570,4512 +"6071300500","20140815T000000",550000,4,2.5,2060,9719,"1",0,0,4,8,1320,740,1960,0,"98006",47.5549,-122.176,2050,9643 +"6072760670","20141203T000000",652450,3,2.25,2230,11835,"1",0,0,5,8,1630,600,1974,0,"98006",47.563,-122.178,2190,10384 +"9141100255","20150429T000000",438000,2,2.25,1950,29347,"1",0,0,3,8,1350,600,1953,0,"98133",47.739,-122.351,2125,7751 +"2824600290","20150403T000000",605000,3,1.75,2100,5058,"1",0,2,3,7,1340,760,1941,0,"98126",47.5743,-122.378,1640,5000 +"2787720170","20140929T000000",395000,4,2.5,2130,11733,"1",0,0,5,7,1330,800,1969,0,"98059",47.512,-122.16,1800,9131 +"9826701735","20141112T000000",449950,3,2,1880,3048,"2",0,0,4,7,1880,0,1902,0,"98122",47.6031,-122.303,1680,3600 +"1703050420","20150330T000000",651100,4,2.5,2310,5526,"2",0,0,3,9,2310,0,2003,0,"98074",47.6299,-122.02,2500,5769 +"4060000440","20150204T000000",241000,3,1,880,6050,"1",0,0,3,6,880,0,1945,0,"98178",47.4995,-122.248,1130,6050 +"2525049148","20141007T000000",3.4188e+006,5,5,5450,20412,"2",0,0,3,11,5450,0,2014,0,"98039",47.6209,-122.237,3160,17825 +"8857310010","20141219T000000",268500,2,1.5,1290,1749,"1",0,0,3,8,660,630,1969,0,"98008",47.6118,-122.116,1860,1749 +"1823049178","20150123T000000",200000,2,1,1010,7200,"1",0,0,3,6,1010,0,1956,0,"98166",47.4815,-122.339,1290,9000 +"4364200250","20141201T000000",400375,4,1.75,1690,7680,"1",0,0,5,6,890,800,1946,0,"98126",47.5296,-122.375,1060,7680 +"8682260480","20140528T000000",429000,2,1.75,1350,6315,"1",0,0,3,8,1350,0,2005,0,"98053",47.7141,-122.032,1665,5390 +"1250200345","20141024T000000",230000,3,1,680,2400,"1",0,0,4,6,680,0,1903,0,"98144",47.5982,-122.299,1470,3600 +"9808590460","20150218T000000",1.2e+006,4,2.25,2860,10702,"2",0,0,3,10,2860,0,1982,0,"98004",47.6451,-122.189,2890,10572 +"7818700480","20150409T000000",314200,1,1,610,6000,"1",0,0,4,5,610,0,1918,0,"98117",47.6911,-122.367,970,5000 +"2792000010","20150423T000000",513000,4,2.5,2660,8887,"1",0,0,4,8,1880,780,1967,0,"98166",47.439,-122.342,1910,9620 +"1705400244","20150402T000000",535000,2,1,1390,5346,"1",0,0,5,7,960,430,1908,0,"98118",47.5567,-122.279,1450,5040 +"9358002375","20150305T000000",420000,6,3,2290,6344,"2",0,0,3,7,2290,0,1980,0,"98126",47.565,-122.37,1360,3202 +"8944320470","20140623T000000",345950,3,2.5,2110,4118,"2",0,0,3,8,2110,0,1989,0,"98042",47.3878,-122.153,2110,4044 +"6372000101","20140820T000000",483500,3,2,1200,2016,"1",0,1,4,7,600,600,1931,0,"98116",47.5811,-122.404,1730,4520 +"2877100655","20141208T000000",695000,4,2.25,2360,2500,"2",0,3,3,8,1520,840,2001,0,"98117",47.6771,-122.358,1810,3900 +"9378500050","20141006T000000",295000,4,2.5,2350,8906,"2",0,0,3,7,2350,0,1993,0,"98031",47.4205,-122.215,2000,8165 +"3790600080","20150408T000000",434975,3,2.25,1590,9960,"1",0,0,3,7,1060,530,1976,0,"98155",47.7742,-122.287,1860,9760 +"8944360080","20140708T000000",513000,3,2.5,1810,4592,"2",0,0,3,8,1810,0,1992,0,"98029",47.5764,-121.996,1810,4758 +"7979900225","20150323T000000",360000,3,1.75,1900,11407,"1",0,0,3,8,1900,0,1963,0,"98155",47.7455,-122.294,1710,11407 +"3163600130","20150317T000000",234900,3,1,1250,8000,"1",0,0,3,7,1250,0,1956,0,"98146",47.5065,-122.337,1040,6973 +"4139380050","20140616T000000",963000,4,3.5,3280,6603,"2",0,0,3,10,3280,0,2007,0,"98027",47.5642,-122.126,3280,7333 +"2749600095","20140819T000000",595000,2,1.5,870,4800,"1",0,0,3,7,870,0,1924,0,"98119",47.6509,-122.37,2090,4800 +"7852160250","20141024T000000",942500,4,3.25,3570,14408,"2",0,2,3,10,3570,0,2006,0,"98065",47.536,-121.857,4100,14577 +"3303980500","20140905T000000",1.029e+006,4,3.25,3780,11200,"2",0,0,3,11,3780,0,2002,0,"98059",47.521,-122.15,3720,11813 +"1250200605","20150325T000000",350000,3,1,1190,3600,"1.5",0,0,3,6,1190,0,1904,0,"98144",47.5985,-122.298,1680,3600 +"8887001640","20141106T000000",416500,4,2,2280,39848,"2",0,0,4,8,2280,0,1991,0,"98070",47.5003,-122.465,1900,38472 +"2122059127","20140916T000000",209900,3,1,1030,60720,"1.5",0,0,3,5,1030,0,1912,0,"98042",47.375,-122.166,1330,10342 +"5700001045","20140622T000000",802000,3,1.75,2870,5000,"1.5",0,0,4,8,1840,1030,1907,0,"98144",47.5788,-122.292,2200,5000 +"7331900290","20140731T000000",230000,4,1.5,1520,8800,"1",0,0,4,7,1520,0,1960,0,"98002",47.3136,-122.208,1370,8800 +"7844200415","20140702T000000",489000,3,3,3700,10375,"2",0,0,3,9,3700,0,1982,0,"98188",47.4286,-122.291,2130,9132 +"4055700345","20140714T000000",497000,3,1.5,2240,28750,"1",0,0,3,8,1620,620,1956,0,"98034",47.7137,-122.254,3200,23873 +"2923049421","20140702T000000",250000,3,2.25,1920,7738,"1",0,0,3,8,1520,400,1965,0,"98148",47.4562,-122.33,2170,8452 +"1860600840","20140815T000000",925000,3,3,2560,3600,"2",0,0,3,10,2110,450,1994,0,"98119",47.633,-122.37,2160,3600 +"5095400460","20140723T000000",390000,4,2.5,1840,15496,"2",0,0,3,8,1840,0,1991,0,"98059",47.4683,-122.07,1840,15040 +"3819750170","20150310T000000",415000,3,2.75,2080,9600,"1",0,0,3,7,2080,0,1988,0,"98028",47.7698,-122.238,2220,9600 +"5021900779","20150404T000000",785000,3,2,1600,9638,"1",0,0,5,7,1600,0,1952,0,"98040",47.5753,-122.224,1800,11400 +"4206901155","20140924T000000",575000,3,2,2168,4000,"1.5",0,0,3,8,2168,0,1907,0,"98105",47.6561,-122.325,1770,4000 +"6303400290","20150126T000000",170000,2,1,860,8636,"1",0,0,3,6,860,0,1924,0,"98146",47.5081,-122.356,1100,8636 +"7871500440","20141014T000000",750000,4,1.75,2100,3400,"1",0,0,5,7,1100,1000,1915,0,"98119",47.6429,-122.371,1890,3771 +"6085000130","20150321T000000",230000,3,1,1140,9639,"1",0,0,4,7,1140,0,1967,0,"98001",47.3112,-122.265,1140,9639 +"1896700080","20150105T000000",855000,4,3,3090,35074,"2",0,0,3,9,3090,0,1978,0,"98005",47.6359,-122.159,3120,35150 +"6197800101","20140805T000000",235000,3,1,1330,45738,"2",0,0,2,6,1330,0,1967,0,"98058",47.436,-122.185,1490,24000 +"7802900380","20140908T000000",335000,2,1,1360,69260,"1",0,0,4,5,1360,0,1937,0,"98065",47.5229,-121.838,1460,69260 +"3024059126","20140703T000000",1.195e+006,5,3,3420,18129,"2",0,0,3,9,2540,880,1952,2005,"98040",47.5333,-122.217,3750,16316 +"7128300630","20150330T000000",677000,4,2,2180,6000,"1.5",0,0,3,8,2060,120,1927,0,"98144",47.5958,-122.306,1370,4500 +"7626200305","20141022T000000",575000,3,2,1800,5000,"2",0,0,5,7,1600,200,1925,0,"98136",47.5447,-122.389,1640,5000 +"7950300670","20150218T000000",450000,2,1,1120,4590,"1",0,0,3,7,1120,0,1924,0,"98118",47.5663,-122.285,1120,5100 +"1233100321","20150327T000000",817250,3,2.5,2980,7202,"2",0,0,3,8,2980,0,1999,0,"98033",47.6769,-122.177,2430,7280 +"9238500190","20141202T000000",440000,4,2.25,2600,28600,"1",0,0,3,8,1810,790,1968,0,"98072",47.7757,-122.139,2580,26950 +"1972201856","20140507T000000",526000,2,2,1550,2400,"1.5",0,0,4,7,1550,0,1900,0,"98103",47.654,-122.346,1180,1224 +"0624110920","20140725T000000",762500,3,2.25,3330,15258,"2",0,0,3,10,3330,0,1986,0,"98077",47.7262,-122.06,3360,14850 +"5003600080","20150414T000000",325000,4,2.5,2200,7719,"2",0,0,3,8,2200,0,2000,0,"98030",47.3649,-122.194,2460,7348 +"0853600020","20140710T000000",840000,4,3.5,3840,85728,"2",0,0,3,11,3840,0,1998,0,"98014",47.615,-121.954,2430,42643 +"7625704317","20150503T000000",377500,2,1,840,4500,"1",0,0,3,6,840,0,1939,0,"98136",47.5441,-122.39,1300,5000 +"2946000912","20140923T000000",212500,3,1.5,1270,7128,"1",0,0,4,6,1270,0,1954,0,"98198",47.422,-122.321,1270,7986 +"4188000670","20140515T000000",749400,4,2.5,3240,20301,"2",0,0,3,10,3240,0,1985,0,"98052",47.719,-122.114,3010,23650 +"5215200010","20140626T000000",663000,3,2.5,2480,37843,"1.5",1,3,4,8,2480,0,1974,0,"98070",47.4003,-122.422,2350,42122 +"2911700020","20140721T000000",1.476e+006,3,2.25,4470,22518,"2",0,2,3,9,3240,1230,1953,2004,"98006",47.574,-122.18,2930,21837 +"0185000161","20141015T000000",261000,3,1,1780,7800,"1",0,0,3,7,1060,720,1957,0,"98178",47.4932,-122.263,1450,7800 +"2140700190","20150410T000000",515000,4,2.5,1850,9248,"2",0,0,3,8,1850,0,1997,0,"98028",47.735,-122.244,2080,8711 +"9406600050","20140512T000000",410000,3,2.25,2200,16921,"2",0,0,3,8,2200,0,1987,0,"98038",47.3727,-122.051,2060,16921 +"2473000470","20140708T000000",336000,3,2.25,2760,10160,"1",0,0,3,8,2760,0,1969,0,"98058",47.4504,-122.15,2760,9600 +"5100403952","20150225T000000",440000,2,1,1090,4128,"1",0,0,3,7,1090,0,1948,0,"98115",47.696,-122.314,1090,5413 +"2024059127","20150109T000000",908950,4,2.75,3090,6200,"2",0,0,3,9,3090,0,2014,0,"98006",47.5538,-122.189,2890,10108 +"1483300430","20141125T000000",554000,2,1,820,3700,"1",0,0,5,7,820,0,1968,0,"98040",47.588,-122.251,1750,9000 +"0291300170","20140509T000000",387000,3,2.25,1445,1606,"2",0,0,3,7,1300,145,2003,0,"98027",47.5348,-122.072,1410,1286 +"9117000170","20150505T000000",268643,4,2.25,1810,9240,"2",0,0,3,7,1810,0,1961,0,"98055",47.4362,-122.187,1660,9240 +"0461004095","20140721T000000",514000,3,1.75,1620,5000,"1",0,0,3,7,920,700,1954,0,"98117",47.681,-122.372,1610,5000 +"9547201850","20140723T000000",420000,2,1.75,1060,4182,"2",0,0,3,7,1060,0,1977,0,"98115",47.6787,-122.308,1760,4590 +"7942100290","20140910T000000",199000,3,1.75,1050,9871,"1",0,0,5,7,1050,0,1968,0,"98042",47.3816,-122.087,1300,10794 +"4336000050","20150317T000000",225000,3,1,1010,15701,"1",0,0,4,7,1010,0,1949,0,"98188",47.4518,-122.292,1260,9800 +"2571910420","20140819T000000",320000,4,2.5,2050,8424,"2",0,0,4,8,2050,0,1993,0,"98022",47.196,-122.011,1970,8448 +"8802400896","20141023T000000",204995,2,1,970,8185,"1",0,0,5,6,970,0,1904,0,"98031",47.4025,-122.201,1500,12541 +"3630010020","20141229T000000",376000,3,2,1540,1827,"2",0,0,3,8,1540,0,2005,0,"98029",47.5479,-121.999,1560,2058 +"6793300010","20141215T000000",705000,4,2.75,3000,6222,"2",0,0,3,9,3000,0,2004,0,"98029",47.5582,-122.025,3340,7222 +"7852020250","20140602T000000",725995,4,2.5,3190,7869,"2",0,2,3,9,3190,0,2001,0,"98065",47.5317,-121.866,2630,6739 +"2473400290","20150126T000000",285000,4,2.5,1870,8190,"1",0,0,3,7,1100,770,1977,0,"98058",47.4521,-122.161,1590,9150 +"3328500250","20140502T000000",285000,4,2.5,2200,9397,"2",0,0,3,8,2200,0,1987,0,"98001",47.3406,-122.269,2310,9176 +"0629420080","20140820T000000",731000,4,2.5,3070,5936,"2",0,0,3,9,3070,0,2005,0,"98075",47.5902,-121.988,3160,5936 +"2524049215","20150501T000000",1.56435e+006,4,3.75,3730,17000,"2",0,3,4,10,2820,910,1986,0,"98040",47.5355,-122.242,3880,15550 +"8663310050","20141006T000000",510000,4,2.5,2440,10423,"1",0,0,3,7,2440,0,1955,1993,"98034",47.725,-122.172,1990,7758 +"4083304835","20141023T000000",620000,2,1,990,4332,"1",0,0,3,7,990,0,1909,0,"98103",47.6528,-122.331,1920,3420 +"8155800050","20150422T000000",1.11e+006,3,4,4160,31796,"2",0,0,3,11,4160,0,1989,0,"98053",47.6635,-122.017,4300,36192 +"4403200255","20140722T000000",796000,4,3.5,3670,4960,"2",0,0,3,9,2870,800,2005,0,"98177",47.7022,-122.374,1520,6335 +"5379800500","20140930T000000",255000,3,1.5,910,25500,"1",0,0,3,5,910,0,1943,0,"98188",47.4565,-122.276,1580,10019 +"7010700660","20150428T000000",807000,3,2.5,1940,4000,"2",0,0,4,9,1940,0,2000,0,"98199",47.659,-122.398,1410,4000 +"9406540190","20141110T000000",315000,4,2.5,1780,6000,"2",0,0,3,9,1780,0,2000,0,"98038",47.3774,-122.027,2650,6000 +"1795920250","20150227T000000",637000,3,2.25,2200,7355,"2",0,0,4,8,2200,0,1986,0,"98052",47.7266,-122.103,2290,7868 +"5249800010","20141203T000000",2.725e+006,4,4.25,6410,43838,"2.5",0,2,4,12,5610,800,1906,0,"98144",47.5703,-122.28,2270,6630 +"8651510420","20141211T000000",490000,3,2,2070,10023,"1",0,0,3,8,1220,850,1981,0,"98074",47.6492,-122.062,2130,9694 +"1422700080","20140610T000000",253000,3,1.75,2040,7281,"1",0,0,3,7,1020,1020,1962,0,"98188",47.4681,-122.282,1740,7527 +"5468780250","20140508T000000",325900,4,2.5,2320,6270,"2",0,0,3,8,2320,0,2004,0,"98042",47.3501,-122.14,2150,6270 +"3723800415","20141015T000000",425000,2,2,1440,6677,"1",0,0,3,7,870,570,1952,0,"98118",47.5513,-122.264,2020,7642 +"1545800290","20140905T000000",215000,4,2.5,1700,6675,"2",0,0,3,7,1700,0,1997,0,"98038",47.3638,-122.053,1570,7540 +"1545800290","20150408T000000",315000,4,2.5,1700,6675,"2",0,0,3,7,1700,0,1997,0,"98038",47.3638,-122.053,1570,7540 +"2804100095","20140516T000000",724800,3,2,2050,3933,"1",0,0,3,8,1180,870,1926,2001,"98112",47.6436,-122.303,1940,4000 +"7282300095","20140709T000000",295000,2,1,800,6500,"1",0,0,4,6,800,0,1953,0,"98133",47.7621,-122.358,1220,7000 +"0930000289","20150316T000000",509007,3,1.75,1800,7620,"1",0,0,3,8,1350,450,1951,0,"98177",47.7165,-122.361,1770,7620 +"2822059181","20150413T000000",306000,5,2,1460,169448,"1.5",0,0,3,6,1460,0,1910,0,"98030",47.3714,-122.177,2250,6059 +"1761100080","20140717T000000",205000,3,1.75,1290,7210,"1",0,0,3,7,1290,0,1984,0,"98023",47.2889,-122.363,1350,7509 +"2953000250","20140731T000000",275000,3,1.5,1900,9737,"1",0,0,4,7,1200,700,1968,0,"98031",47.4125,-122.207,1670,9737 +"3416600185","20141106T000000",685000,3,1.75,1480,7000,"1",0,2,3,8,1480,0,1963,0,"98122",47.6018,-122.291,1850,4000 +"0927200380","20150420T000000",465000,4,2.5,2090,12833,"1",0,0,3,7,1220,870,1969,0,"98034",47.7266,-122.175,1740,11200 +"7922750020","20140708T000000",560000,4,2.25,1950,9800,"1",0,0,3,8,1330,620,1968,0,"98033",47.666,-122.178,2170,9800 +"0259600050","20150223T000000",458500,3,1.75,1250,9605,"1",0,0,3,7,1250,0,1964,0,"98008",47.6325,-122.121,1570,9605 +"3298300420","20150331T000000",354000,3,1,990,7590,"1",0,0,3,6,990,0,1959,0,"98008",47.6228,-122.121,1100,7590 +"1310440470","20150113T000000",441000,3,2.5,2740,7923,"2",0,0,3,9,2740,0,1998,0,"98058",47.4349,-122.105,2740,8815 +"3438502668","20140829T000000",194000,3,1.75,1260,10488,"1",0,0,2,7,1110,150,1952,0,"98106",47.5417,-122.357,1540,9120 +"5591700290","20140515T000000",316500,4,2.5,2150,6807,"2",0,0,4,8,2150,0,1991,0,"98031",47.4053,-122.189,1910,7240 +"4172100050","20140825T000000",524950,3,1.75,1750,3250,"1.5",0,0,4,7,1230,520,1929,0,"98117",47.6807,-122.366,1480,3600 +"9275700005","20150427T000000",1.052e+006,3,2.25,2880,6092,"2",0,4,4,8,1920,960,1983,0,"98116",47.5878,-122.381,2880,5308 +"1089000190","20150412T000000",925000,4,2.25,2590,13894,"2",0,0,4,9,2590,0,1975,0,"98005",47.6351,-122.165,2720,13894 +"9523103000","20141020T000000",780000,3,1.75,2430,4524,"1.5",0,0,4,7,1830,600,1924,0,"98103",47.674,-122.35,1610,4100 +"2781270440","20140519T000000",241000,2,2,1470,3128,"2",0,0,3,6,1470,0,2005,0,"98038",47.349,-122.021,1180,2576 +"2105200050","20140619T000000",519000,3,2.75,2020,10744,"1",0,0,5,7,1270,750,1954,0,"98166",47.4403,-122.343,2020,11069 +"7625703637","20140828T000000",286000,2,1,610,4000,"1",0,0,4,6,610,0,1918,0,"98136",47.5469,-122.391,870,5160 +"2926049408","20141009T000000",400000,3,2,3000,17800,"1",0,0,3,8,1500,1500,1962,0,"98125",47.7058,-122.315,2400,8300 +"3224079005","20141009T000000",255000,2,1,920,43560,"1",0,0,4,5,920,0,1923,0,"98024",47.5245,-121.931,1530,11875 +"5147600095","20150121T000000",152000,3,1.75,1070,7754,"1",0,0,3,6,1070,0,1953,0,"98146",47.5079,-122.344,950,7740 +"2413900050","20141201T000000",599000,4,2,3410,15143,"2",0,0,4,8,3410,0,1972,1987,"98052",47.6709,-122.052,2350,25936 +"3820350050","20141024T000000",330000,4,2.5,1820,3905,"2",0,0,3,7,1820,0,2001,0,"98019",47.7346,-121.985,1820,3863 +"8910500675","20140519T000000",461000,2,1,1060,7193,"1",0,0,3,7,1060,0,1926,0,"98133",47.7102,-122.356,1980,7560 +"1461200020","20150310T000000",620000,5,2.5,3070,34991,"2",0,0,3,9,3070,0,1995,0,"98059",47.4721,-122.148,2150,19515 +"0722079056","20141006T000000",352500,4,2.5,2300,219106,"1",0,0,4,7,1840,460,1958,0,"98038",47.4044,-121.963,2120,123710 +"8663370020","20140806T000000",435000,3,2,1610,6911,"1",0,0,3,7,1260,350,1988,0,"98034",47.7188,-122.177,1630,6911 +"2568200130","20140516T000000",725000,5,2.75,2830,5310,"2",0,0,3,9,2830,0,2006,0,"98052",47.7074,-122.101,3150,6581 +"8947800080","20141105T000000",300000,3,1,970,12300,"1",0,0,3,7,970,0,1982,0,"98028",47.7335,-122.227,2040,9994 +"1545803390","20141111T000000",252000,3,2.5,1680,8284,"2",0,0,3,7,1680,0,1989,0,"98038",47.3609,-122.048,1550,8284 +"1088030010","20141005T000000",464625,4,2.75,2040,8996,"1",0,0,4,8,1260,780,1974,0,"98033",47.666,-122.185,2470,9180 +"1829700080","20141212T000000",340000,3,1,1450,9586,"2",0,0,3,7,1450,0,1950,0,"98155",47.7443,-122.326,1500,8592 +"2125049024","20140620T000000",1.325e+006,4,2.25,2870,6280,"1.5",0,0,4,9,1980,890,1905,0,"98112",47.6329,-122.31,2370,4760 +"5706200020","20150206T000000",455000,5,2,1870,13970,"1",0,0,4,7,1120,750,1969,0,"98027",47.5243,-122.042,1860,13970 +"2316400285","20150513T000000",495000,4,3.5,2490,18042,"2",0,0,3,8,2490,0,2003,0,"98070",47.4161,-122.441,1960,21107 +"7588700080","20150421T000000",925000,4,2.5,3350,4501,"2",0,0,3,9,2640,710,2002,0,"98117",47.688,-122.379,1000,4500 +"7853310380","20141211T000000",587000,4,2.75,3190,8737,"2",0,0,3,9,3190,0,2006,0,"98065",47.523,-121.877,3240,7131 +"6821101870","20140505T000000",524000,3,1.75,1560,5520,"1",0,0,4,6,780,780,1944,0,"98199",47.6515,-122.399,1470,6000 +"9551201660","20140613T000000",1.03e+006,4,2.5,2750,4800,"2",0,0,3,9,1960,790,1905,2005,"98103",47.6709,-122.337,2400,5300 +"3530500010","20140930T000000",176000,2,1,920,2332,"1",0,0,4,8,920,0,1980,0,"98198",47.3779,-122.32,1310,2853 +"7387500185","20140521T000000",249900,2,1,1140,5500,"1",0,0,3,6,1140,0,1947,0,"98106",47.5187,-122.363,1110,5500 +"1626079132","20140605T000000",499500,3,2.5,2520,53143,"1.5",0,0,3,7,2520,0,1988,0,"98019",47.743,-121.925,2020,56628 +"8854100130","20140911T000000",600000,5,3.5,3150,10542,"1",0,0,5,9,1620,1530,1974,0,"98011",47.7469,-122.217,3150,11807 +"2123049142","20140814T000000",294000,4,2.5,2040,7800,"2",0,0,3,7,2040,0,2003,0,"98168",47.473,-122.293,1860,10954 +"3423059109","20150415T000000",272000,4,2,1780,19843,"1",0,0,3,7,1780,0,1963,0,"98058",47.4414,-122.154,2210,13500 +"5631500992","20140515T000000",390000,3,2.5,2240,10800,"2",0,0,3,8,2240,0,1996,0,"98028",47.7433,-122.229,1900,9900 +"6641800020","20150109T000000",700000,4,2.5,3270,9650,"1",0,3,4,9,2320,950,1971,0,"98166",47.409,-122.333,2340,17357 +"7853301700","20150420T000000",635000,5,2.75,3110,6621,"2",0,0,3,9,3110,0,2006,0,"98065",47.543,-121.888,3550,7953 +"2158900290","20150416T000000",920000,4,1.5,1850,3600,"2",0,0,3,8,1660,190,1929,0,"98112",47.6376,-122.307,1970,3600 +"2273600250","20140804T000000",500000,3,1.75,1570,8530,"1",0,0,4,7,1190,380,1983,0,"98033",47.6881,-122.184,1530,8708 +"3298700840","20140821T000000",263500,2,1,750,4515,"1",0,0,3,6,750,0,1942,0,"98106",47.5198,-122.351,1020,5000 +"5450500010","20150313T000000",975000,4,2.25,2240,9990,"2",0,0,4,10,2240,0,1967,0,"98040",47.5516,-122.217,2600,11480 +"3629870020","20141114T000000",575000,3,2.5,1870,3485,"2",0,0,3,8,1870,0,2001,0,"98029",47.5493,-122.004,1940,3485 +"8856700130","20140612T000000",822000,4,2.5,2683,40386,"2",0,0,4,9,2683,0,1987,0,"98052",47.6982,-122.138,2683,34800 +"6381502155","20150116T000000",300000,3,1,1490,7200,"1",0,0,3,7,1490,0,1954,0,"98125",47.7276,-122.307,1280,7200 +"1443550080","20150330T000000",487600,4,2.5,2340,12080,"2",0,0,3,8,2340,0,1999,0,"98019",47.7325,-121.969,2200,12403 +"2205700345","20140707T000000",500000,4,2,1700,8640,"1",0,0,3,7,850,850,1955,2010,"98006",47.5774,-122.153,1620,9000 +"6926700660","20140911T000000",680000,2,2,1450,989,"3",0,0,3,9,1450,0,2014,0,"98109",47.6354,-122.346,1490,1240 +"3279050130","20140910T000000",419000,3,2.5,3310,21096,"2",0,2,3,9,3310,0,2004,0,"98023",47.3049,-122.386,3310,13835 +"2770606890","20140807T000000",450000,4,1.75,1520,5250,"1",0,0,3,6,1520,0,1949,0,"98199",47.6581,-122.39,1530,5250 +"2867100190","20140618T000000",650000,5,1.75,1260,4500,"1.5",0,0,3,7,1260,0,1926,0,"98119",47.6452,-122.369,1410,4388 +"8562600190","20140623T000000",550000,3,1.75,1840,8086,"1",0,0,4,8,1840,0,1964,0,"98052",47.67,-122.155,1840,8060 +"5680000545","20141203T000000",330000,4,2,1750,5202,"1",0,1,4,6,1070,680,1942,0,"98108",47.5677,-122.317,2090,5400 +"1922059027","20150123T000000",282510,4,1,1450,32234,"1.5",0,0,4,6,1450,0,1932,0,"98030",47.3818,-122.21,1530,10125 +"1725059316","20141120T000000",2.385e+006,4,4,6330,13296,"2",0,2,3,13,4900,1430,2000,0,"98033",47.6488,-122.201,2200,9196 +"3275300440","20141120T000000",230000,2,2,1260,10200,"1",0,0,3,7,1020,240,1983,0,"98003",47.2593,-122.312,1560,10200 +"0952001735","20141004T000000",750000,4,1.75,2100,6613,"2",0,0,3,8,2100,0,1909,2004,"98116",47.567,-122.385,1630,5750 +"1402950190","20140916T000000",321000,4,2.5,2430,5366,"2",0,0,3,8,2430,0,2002,0,"98092",47.3352,-122.19,2100,5414 +"4045100190","20141027T000000",2.196e+006,4,3.25,4250,18000,"2",0,3,5,10,3350,900,1980,0,"98040",47.5612,-122.229,3790,14537 +"1207200010","20150318T000000",245000,4,2,1830,10416,"1",0,0,3,7,1370,460,1958,0,"98146",47.4878,-122.341,1830,9271 +"6815100095","20141223T000000",510000,2,1,1310,4000,"1",0,0,3,6,1310,0,1913,0,"98103",47.6854,-122.329,1550,4000 +"3825310130","20140624T000000",751000,4,3.25,3090,9571,"2",0,0,3,9,2370,720,2004,0,"98052",47.7058,-122.131,3630,9110 +"3276930380","20140523T000000",675000,4,2.5,2560,36601,"2",0,0,4,9,2560,0,1987,0,"98075",47.5851,-121.992,2790,36601 +"8937600080","20150126T000000",295000,3,1.75,1930,13350,"1",0,0,3,8,1930,0,1967,0,"98023",47.3317,-122.365,2270,13350 +"8024200010","20141028T000000",312000,2,1,1460,6000,"1",0,0,2,7,1260,200,1925,0,"98115",47.7009,-122.317,1580,6380 +"0624110020","20140925T000000",730000,3,3,3460,13129,"2",0,0,3,9,2560,900,1988,0,"98077",47.7315,-122.058,3460,12568 +"6192410280","20150102T000000",762500,5,3.5,3290,5880,"2",0,0,3,9,2670,620,2005,0,"98052",47.7067,-122.119,3090,5680 +"4302201045","20140528T000000",150000,3,1,820,7680,"1.5",0,0,3,6,820,0,1910,0,"98106",47.528,-122.359,1470,6912 +"0507100020","20150309T000000",270000,3,1,1480,7374,"1",0,0,3,6,760,720,1954,0,"98133",47.7775,-122.336,1480,8934 +"0259600280","20150406T000000",400000,4,2,1420,9301,"1",0,0,4,7,1420,0,1963,0,"98008",47.6325,-122.121,1530,8075 +"7691800130","20140826T000000",650000,3,2.5,2790,6720,"2",0,0,3,8,2790,0,2002,0,"98075",47.5958,-122.038,2620,6720 +"2056100275","20141006T000000",530000,2,1.5,1390,5000,"1",0,0,4,8,970,420,1954,0,"98116",47.5673,-122.401,1610,5000 +"2202500080","20140630T000000",248000,3,1,950,9400,"1",0,0,4,7,950,0,1954,0,"98006",47.5746,-122.136,1260,9400 +"3179102155","20150108T000000",760000,4,3.5,3000,5300,"1",0,0,5,7,1780,1220,1949,0,"98115",47.6748,-122.279,1360,5450 +"0937000280","20150220T000000",199000,4,1,1280,10521,"1.5",0,0,3,7,1280,0,1960,0,"98198",47.4215,-122.289,1540,9384 +"5379805253","20141020T000000",240000,2,1,870,8400,"1",0,0,3,7,870,0,1960,0,"98188",47.4493,-122.282,1070,12465 +"6821102340","20150504T000000",415000,3,1.5,1360,1795,"2",0,0,3,7,1360,0,1945,0,"98199",47.6471,-122.397,1580,1795 +"7229900250","20141202T000000",228000,3,1,1000,16376,"1",0,0,3,7,1000,0,1959,0,"98059",47.4825,-122.108,1420,16192 +"7287100177","20150225T000000",525000,4,2.5,2740,12106,"1",0,0,3,8,1980,760,1992,0,"98133",47.7648,-122.355,2170,11156 +"8820900670","20140623T000000",399950,3,1.75,1560,5223,"1",0,0,4,7,810,750,1940,0,"98125",47.7175,-122.288,1440,8491 +"3275850020","20150413T000000",781000,4,2.5,2590,8571,"2",0,0,3,9,2590,0,1988,0,"98052",47.691,-122.105,2360,8155 +"9528100899","20150428T000000",827000,3,2.5,1850,1330,"2.5",0,0,3,9,1560,290,2004,0,"98115",47.6831,-122.325,1810,2071 +"7016000440","20140716T000000",525000,5,2.25,2500,8621,"1.5",0,0,4,7,2500,0,1968,0,"98034",47.7379,-122.185,1980,7395 +"7202340010","20150224T000000",671300,4,2.5,3280,5232,"2",0,0,3,7,3280,0,2004,0,"98053",47.6798,-122.033,2600,5080 +"6911700066","20140604T000000",175000,2,1,670,2378,"1",0,0,3,5,670,0,1919,0,"98126",47.5769,-122.372,700,2970 +"7511000050","20150302T000000",1.1e+006,5,2.75,2890,22547,"1",0,0,4,10,2150,740,1963,0,"98040",47.5476,-122.219,3010,17809 +"2925059260","20150506T000000",800000,5,2.5,3000,10560,"1",0,0,3,8,1500,1500,1966,0,"98004",47.6249,-122.206,2690,11616 +"3558000170","20140711T000000",329950,4,2.5,1920,4600,"2",0,0,3,7,1920,0,2002,0,"98038",47.3795,-122.023,2200,6600 +"8651730290","20140805T000000",445000,4,3.25,1960,7200,"2",0,0,3,7,1960,0,1979,0,"98034",47.7291,-122.218,1980,7529 +"9197100263","20140819T000000",237000,3,1.75,2000,12208,"1",0,0,3,7,1140,860,1979,0,"98032",47.3752,-122.236,1060,8194 +"8941100095","20140923T000000",1.1125e+006,6,4,3600,6224,"2",0,0,3,9,2610,990,1945,2006,"98199",47.6531,-122.405,1430,6224 +"2781100080","20141210T000000",438900,4,2.5,2740,5700,"2",0,0,3,9,2740,0,2006,0,"98038",47.3535,-122.026,3010,5281 +"9822700190","20140808T000000",1.28e+006,9,4.5,3650,5000,"2",0,0,3,8,2530,1120,1915,2010,"98105",47.6604,-122.289,2510,5000 +"3630030290","20141017T000000",600000,4,2.5,2310,3866,"2",0,0,3,8,2310,0,2005,0,"98029",47.5498,-121.996,1950,4023 +"9510910250","20150120T000000",670000,4,2.5,2095,4569,"2",0,0,3,9,2095,0,2002,0,"98052",47.6603,-122.087,2095,4385 +"8682231330","20150504T000000",519000,2,2,1560,4823,"1",0,0,3,8,1560,0,2004,0,"98053",47.7111,-122.032,1855,4989 +"2473480780","20150311T000000",320000,3,2.25,1880,7350,"1",0,0,3,8,1390,490,1984,0,"98058",47.4457,-122.123,1910,8400 +"8641500280","20140522T000000",270000,2,1.5,840,867,"2",0,0,3,7,840,0,2005,0,"98115",47.6955,-122.304,840,1322 +"7605800050","20140602T000000",1e+006,3,2.5,2730,5832,"2",0,0,3,9,2730,0,1998,0,"98005",47.6216,-122.161,2360,5832 +"9828200525","20140815T000000",330000,1,1,860,4800,"1",0,0,3,6,860,0,1907,0,"98122",47.6146,-122.299,1380,4800 +"7971300050","20140710T000000",657500,3,2,2320,10960,"1",0,0,3,7,1510,810,1956,0,"98005",47.6157,-122.174,2160,10960 +"0126049169","20140828T000000",450000,3,1.75,1540,61419,"1",0,0,3,7,1540,0,1967,0,"98028",47.7663,-122.228,3790,8529 +"5062300280","20150416T000000",150000,3,1,890,6488,"1.5",0,0,3,5,890,0,1928,0,"98014",47.7087,-121.352,1330,16250 +"7167000020","20140616T000000",792500,4,2.5,4290,175421,"2",0,0,3,10,4290,0,2004,0,"98010",47.3585,-121.988,3370,63162 +"3303910010","20150220T000000",540000,3,2.5,1950,13227,"2",0,0,4,9,1950,0,1978,0,"98034",47.7217,-122.256,2650,12943 +"2268000050","20140721T000000",229900,3,1,1010,8848,"1",0,0,4,7,1010,0,1968,0,"98003",47.2742,-122.299,1380,10650 +"8857640170","20150506T000000",533000,4,2.5,2830,6536,"2",0,0,3,8,2830,0,2003,0,"98038",47.3888,-122.032,2830,6872 +"7806210190","20141222T000000",239000,4,1.75,1500,12560,"1",0,0,4,7,1000,500,1977,0,"98002",47.2918,-122.197,1700,9020 +"9206700190","20150306T000000",713900,3,2.5,3370,167706,"1",0,0,3,10,3370,0,2000,0,"98038",47.4379,-122.022,3350,213444 +"4136930190","20141028T000000",427500,4,2.5,3160,8726,"2",0,0,3,9,3160,0,1999,0,"98092",47.2582,-122.223,2500,8648 +"5666300010","20140722T000000",302000,3,1,1110,7000,"1.5",0,0,4,7,1110,0,1955,0,"98133",47.754,-122.341,1800,7000 +"1424059022","20140708T000000",1.15e+006,3,2.5,3830,48743,"2",0,0,3,11,3830,0,1991,0,"98006",47.5663,-122.125,2950,8299 +"6204050080","20140528T000000",555000,3,2.5,3160,4270,"2",0,0,3,8,2650,510,2006,0,"98011",47.7453,-122.194,2720,12523 +"7128300500","20141230T000000",495000,3,2.25,2100,3000,"2",0,0,3,7,2100,0,1996,0,"98144",47.595,-122.306,1650,4500 +"1233100642","20140722T000000",495000,3,1.5,2240,13288,"1",0,0,3,7,2240,0,1953,0,"98033",47.6762,-122.17,2150,9900 +"0222029026","20140917T000000",340000,2,0.75,1060,48292,"1",1,2,5,6,560,500,1947,0,"98070",47.4285,-122.511,750,80201 +"9485940290","20150512T000000",464950,4,2.25,2350,36116,"1",0,0,4,9,2350,0,1983,0,"98042",47.3533,-122.082,2580,36116 +"4136890280","20150327T000000",320000,4,2.5,1940,7040,"2",0,0,3,8,1940,0,1998,0,"98092",47.2632,-122.209,2400,7145 +"1775500050","20150129T000000",440000,1,1,1160,64469,"1",0,0,3,7,1160,0,2009,0,"98072",47.7433,-122.082,1580,48352 +"7611200086","20140602T000000",686000,3,1.5,1840,9990,"2",0,0,5,8,1840,0,1961,0,"98177",47.7145,-122.369,2100,12474 +"3376600010","20141201T000000",555000,4,1.75,2260,11000,"1",0,0,3,8,1620,640,1976,0,"98008",47.6224,-122.109,1960,10000 +"7519001990","20141027T000000",361500,2,1,840,3860,"1",0,0,4,6,840,0,1909,0,"98117",47.6842,-122.365,1390,3860 +"7613700950","20140610T000000",1.24e+006,5,3,2830,7500,"2",0,0,3,9,2460,370,1923,0,"98105",47.6579,-122.277,2900,5000 +"3802000020","20140709T000000",154950,4,1,1600,10183,"1",0,0,4,6,1600,0,1966,0,"98002",47.277,-122.211,1410,10416 +"1796360470","20140617T000000",247200,3,1.75,1370,8719,"1",0,0,3,7,1370,0,1982,0,"98042",47.3664,-122.087,1370,7525 +"8732160050","20140822T000000",250000,3,2.25,1960,7414,"1",0,0,3,7,1490,470,1984,0,"98023",47.2977,-122.374,1580,8038 +"5249800345","20140619T000000",590300,3,1.5,1470,7200,"2",0,0,4,7,1470,0,1907,0,"98118",47.5602,-122.28,1530,7200 +"6071200545","20140505T000000",541125,5,2.75,2740,8426,"1",0,0,4,8,1370,1370,1960,0,"98006",47.5563,-122.184,2020,8783 +"0291300280","20150218T000000",310000,2,2.5,1090,923,"2",0,0,3,7,1090,0,2004,0,"98027",47.5347,-122.071,1410,1326 +"3261000080","20150310T000000",704111,4,2.75,2460,9520,"1",0,1,3,8,1680,780,1976,0,"98034",47.7021,-122.233,2380,9600 +"0321049127","20141028T000000",277500,3,2.25,1820,19602,"1",0,0,4,7,1820,0,1964,0,"98001",47.331,-122.286,1520,8773 +"5379804393","20150217T000000",325000,4,2.75,1960,8937,"1",0,0,5,7,980,980,1954,0,"98188",47.451,-122.278,1480,10016 +"1559900080","20141121T000000",289200,3,2.25,1760,7023,"2",0,0,3,7,1760,0,1995,0,"98019",47.7468,-121.98,1760,7082 +"7135300275","20140904T000000",185000,1,1,720,5000,"1",0,0,4,6,720,0,1908,0,"98118",47.5289,-122.272,1170,5000 +"1377300005","20150401T000000",1.445e+006,4,3.5,3470,8580,"2",0,0,3,11,2500,970,2007,0,"98199",47.6433,-122.403,1940,7920 +"6668900020","20150318T000000",420550,4,2,1370,8100,"1",0,0,2,7,1370,0,1947,0,"98155",47.749,-122.312,1280,8100 +"0326049024","20150410T000000",603000,4,2.25,2370,11310,"1",0,0,3,8,1550,820,1968,0,"98155",47.7684,-122.289,1890,8621 +"7942600006","20141126T000000",345000,3,1,1390,2640,"1.5",0,0,3,7,1230,160,1903,0,"98122",47.6078,-122.307,1780,3920 +"6430500233","20150416T000000",650000,3,2,1840,3075,"1",0,0,5,7,920,920,1928,0,"98103",47.6894,-122.35,1480,3774 +"7701800050","20140625T000000",589950,5,3,2790,19439,"1",0,3,5,7,1500,1290,1973,0,"98058",47.4088,-122.089,1620,19439 +"8165501640","20140819T000000",309950,2,2.25,1460,1607,"2",0,0,3,8,1460,0,2007,0,"98106",47.5395,-122.369,1460,1826 +"2623069069","20140911T000000",775000,3,2.5,2620,241200,"1.5",0,0,4,9,2620,0,1998,0,"98027",47.4574,-122.01,2620,172933 +"8024201870","20141029T000000",590000,4,1.5,2230,5109,"1.5",0,0,3,7,1330,900,1918,0,"98115",47.6996,-122.31,1630,5109 +"9126101511","20150428T000000",863500,4,3,3250,2760,"2.5",0,0,3,8,2420,830,1905,2007,"98122",47.6104,-122.303,1260,2780 +"1377800010","20141119T000000",517500,3,1,1190,7000,"1",0,0,3,7,1190,0,1943,0,"98199",47.6453,-122.403,1350,7000 +"6813600380","20141224T000000",700000,3,3,2090,7440,"1.5",0,0,5,7,1290,800,1922,0,"98103",47.6891,-122.331,1570,4960 +"0923000280","20140722T000000",699000,3,2.5,2580,8154,"1",0,0,3,10,2090,490,1956,1997,"98177",47.7259,-122.361,1660,8155 +"0255550190","20140722T000000",350000,3,2.5,2100,3574,"2",0,0,3,7,1690,410,2005,0,"98019",47.7453,-121.984,1970,2962 +"1829300130","20140717T000000",795000,4,2.5,3160,16564,"2",0,0,3,10,3160,0,1987,0,"98074",47.6365,-122.04,3160,12415 +"3645500050","20140514T000000",543000,3,2.5,2090,7640,"1",0,0,3,7,1360,730,1962,2014,"98133",47.7369,-122.338,2090,7668 +"1518000080","20150223T000000",325000,3,2.5,1570,3143,"2",0,0,3,7,1570,0,2001,0,"98019",47.7364,-121.969,1740,3591 +"7883605915","20150508T000000",337500,3,1,1020,6000,"1.5",0,0,3,7,1020,0,1900,0,"98108",47.5254,-122.318,1240,6000 +"1112700170","20150227T000000",425000,2,1,1300,11080,"1",0,0,4,7,1300,0,1955,0,"98034",47.7281,-122.233,1600,9259 +"8965500020","20150317T000000",780000,3,2.5,2110,9773,"1",0,0,3,9,2110,0,1986,0,"98006",47.5628,-122.115,2560,11787 +"0323059167","20140723T000000",259000,2,1,1210,17389,"1",0,0,4,5,1210,0,1948,0,"98059",47.5044,-122.148,2140,14419 +"1951700480","20140813T000000",524400,4,1.75,1990,12950,"1",0,0,4,8,1850,140,1968,0,"98006",47.5434,-122.166,2090,12850 +"2005950050","20140527T000000",260000,3,2,1630,8018,"1",0,0,3,7,1630,0,2003,0,"98001",47.2638,-122.243,1610,8397 +"9406500480","20150420T000000",273000,2,2,1384,1822,"2",0,0,3,7,1384,0,1990,0,"98028",47.7525,-122.244,1078,1315 +"3522049063","20150402T000000",639900,4,2.5,3380,75794,"2",0,0,3,10,3380,0,1997,0,"98001",47.3511,-122.266,3710,17913 +"2085700050","20140826T000000",420000,4,2.5,2480,8626,"2",0,0,3,10,2480,0,2001,0,"98001",47.3185,-122.262,2990,9033 +"6751300130","20140813T000000",510500,3,1,1270,8000,"1",0,0,4,7,1270,0,1957,0,"98007",47.5874,-122.136,1470,8000 +"2610100020","20150408T000000",290000,4,1,1010,7200,"1.5",0,0,3,6,1010,0,1947,0,"98155",47.742,-122.325,1360,7200 +"9476200680","20150428T000000",226000,3,1.75,1490,6269,"1",0,0,4,6,990,500,1944,0,"98056",47.4917,-122.188,1490,7722 +"6145600285","20140529T000000",300000,2,1,820,3844,"1",0,0,4,6,820,0,1916,0,"98133",47.7049,-122.349,1520,3844 +"0203900460","20140728T000000",407450,3,2,1810,10860,"1",0,0,3,7,1810,0,1967,0,"98053",47.6393,-121.967,1420,11982 +"7878400022","20150506T000000",390000,4,2.25,3060,7920,"1",0,0,3,7,1530,1530,1965,0,"98178",47.4879,-122.245,1850,7800 +"3585900460","20150501T000000",1.0588e+006,6,2.75,2980,20000,"1",0,4,3,8,2130,850,1965,0,"98177",47.7599,-122.375,2730,20000 +"1321720170","20140817T000000",610000,3,2.5,3440,18167,"2",0,0,3,11,3440,0,1991,0,"98023",47.2909,-122.342,3990,20239 +"0236400130","20150123T000000",239975,3,2.5,1820,7242,"1",0,0,3,7,1220,600,1959,0,"98188",47.4318,-122.292,1350,8214 +"4141680190","20140807T000000",375000,3,2.5,2320,5760,"1",0,0,3,7,1480,840,1987,0,"98178",47.504,-122.248,1660,5762 +"3629980440","20150428T000000",742500,4,2.5,2620,4400,"2",0,0,3,9,2620,0,2004,0,"98029",47.5524,-121.991,2640,4554 +"1223039173","20150429T000000",450000,4,1.75,2190,11625,"1",0,0,4,8,2020,170,1956,0,"98146",47.4979,-122.363,1920,8855 +"2473000130","20140626T000000",300000,3,2.25,1780,10395,"1",0,0,3,8,1780,0,1967,0,"98058",47.4539,-122.15,2080,9360 +"2893000280","20150501T000000",216600,3,1.75,2200,7700,"1",0,0,3,7,1240,960,1975,0,"98031",47.4119,-122.181,1770,7360 +"7977201845","20140514T000000",525000,3,1.75,1600,6120,"1.5",0,0,3,7,1600,0,1924,0,"98115",47.6847,-122.291,1670,4590 +"4197400005","20140620T000000",455000,4,2.25,2450,21000,"1",0,2,4,8,1650,800,1954,0,"98166",47.4559,-122.344,1820,12480 +"5561200980","20141003T000000",390000,4,2.25,2680,35218,"2",0,0,3,8,2680,0,1986,0,"98027",47.4613,-121.997,2980,35218 +"3039000020","20140916T000000",450000,3,1.75,1850,8667,"1",0,0,4,7,880,970,1982,0,"98033",47.7025,-122.198,1450,10530 +"6840701100","20141202T000000",382000,4,1,1740,4400,"1.5",0,0,3,7,1740,0,1924,0,"98122",47.6058,-122.3,1590,4400 +"2130410050","20140513T000000",287000,3,2.25,1490,9600,"1",0,0,4,7,1170,320,1987,0,"98019",47.7378,-121.977,1590,10104 +"1924079091","20150113T000000",460000,4,2,1960,190357,"1",0,3,2,8,1960,0,1971,0,"98027",47.5538,-121.958,2560,189100 +"3570300080","20141028T000000",435000,3,2.25,1380,3015,"2",0,0,3,7,1380,0,2009,0,"98052",47.6783,-122.157,1930,3612 +"2321300351","20140612T000000",575000,2,1,1510,4032,"1.5",0,0,3,8,1310,200,1935,0,"98199",47.6371,-122.393,1700,4042 +"2652501630","20150504T000000",626700,3,1.5,1410,3600,"1",0,0,3,7,1410,0,1906,0,"98109",47.6402,-122.357,1370,3600 +"3810000020","20150318T000000",352000,4,1.5,1440,8680,"1.5",0,0,3,7,1440,0,1922,0,"98178",47.502,-122.228,1440,9000 +"8084400010","20150316T000000",650000,3,1,920,6750,"1",0,0,4,7,920,0,1951,0,"98004",47.6322,-122.212,1460,8933 +"0304000380","20141006T000000",197000,3,1,1090,17630,"1",0,0,4,7,1090,0,1962,0,"98002",47.288,-122.196,1300,12000 +"1873400020","20140703T000000",340000,8,2.75,2790,6695,"1",0,0,3,7,1470,1320,1977,0,"98133",47.7565,-122.331,1760,7624 +"4359700080","20140721T000000",560000,3,2,1840,14985,"1",0,0,3,7,1840,0,1968,0,"98033",47.6916,-122.158,2300,16067 +"1727500010","20150107T000000",354000,3,1.75,1340,6300,"1",0,0,3,7,1340,0,1972,0,"98034",47.7186,-122.218,1780,7200 +"8651610680","20140801T000000",670000,4,2.5,2570,9086,"2",0,0,3,9,2570,0,1999,0,"98074",47.6373,-122.064,2760,6733 +"3629970190","20150126T000000",769000,4,3.5,3010,6202,"2",0,0,3,9,3010,0,2005,0,"98029",47.5533,-121.993,2520,5001 +"9136102057","20140905T000000",650000,4,2.5,2160,3139,"1",0,0,3,7,1080,1080,1940,0,"98103",47.6662,-122.338,1650,3740 +"1266200130","20140615T000000",650000,3,1.75,2140,9484,"1",0,0,3,7,1290,850,1953,0,"98004",47.6234,-122.191,1960,9630 +"2787310130","20141212T000000",289950,4,1.75,2090,7416,"1",0,0,4,7,1050,1040,1970,0,"98031",47.4107,-122.179,1710,7527 +"8645511350","20141201T000000",300000,3,1.75,1810,21138,"1",0,0,4,7,1240,570,1977,0,"98058",47.4674,-122.178,1850,12200 +"9284801435","20141203T000000",471000,4,1.75,1760,5750,"1",0,2,5,7,1070,690,1962,0,"98126",47.5521,-122.373,1860,5750 +"3905010010","20140718T000000",639000,4,2.5,2500,8540,"2",0,0,3,9,2500,0,1990,0,"98029",47.5759,-121.994,2560,8475 +"4058801310","20141009T000000",287000,2,1,930,6900,"1",0,2,3,7,930,0,1952,0,"98178",47.506,-122.242,1910,7194 +"6705850020","20150401T000000",740000,4,2.5,3030,8335,"2",0,0,3,10,3030,0,1992,0,"98075",47.578,-122.056,2850,8678 +"1623800440","20150417T000000",499922,3,2,1460,3000,"1",0,0,4,7,940,520,1990,0,"98117",47.682,-122.365,1460,3000 +"3904902500","20141219T000000",675000,4,2.5,2940,14071,"2",0,0,3,9,2940,0,1986,0,"98029",47.5627,-122.018,2670,10982 +"7308600050","20140909T000000",738515,5,2.75,3360,9200,"2",0,0,3,9,3360,0,2014,0,"98011",47.7754,-122.173,3360,9713 +"5679501310","20141030T000000",445000,3,1.75,2110,4800,"1",0,0,3,8,1210,900,1956,0,"98108",47.567,-122.318,1660,4800 +"3935900005","20150501T000000",1.039e+006,4,2.25,2740,11343,"1",0,2,5,10,1980,760,1953,0,"98125",47.7117,-122.278,2790,10027 +"3726800285","20141001T000000",346000,2,1,1070,2196,"1",0,0,4,7,880,190,1917,0,"98144",47.5726,-122.308,1160,3600 +"1183000005","20150408T000000",450000,3,2,1680,4886,"2",0,0,3,7,1180,500,1940,0,"98118",47.5536,-122.286,1400,4900 +"5469502780","20140812T000000",350000,4,2.5,2260,13755,"1",0,0,4,9,2260,0,1975,0,"98042",47.3767,-122.161,2650,13650 +"9185700440","20140728T000000",2.4e+006,4,3.5,5860,7200,"2",0,0,5,10,3690,2170,1907,0,"98112",47.6287,-122.287,4150,7200 +"0629600130","20140801T000000",594950,4,2.25,2380,35008,"1",0,0,3,8,2380,0,1977,0,"98075",47.5834,-122.001,2250,34794 +"9178601660","20150514T000000",1.695e+006,5,3,3320,5354,"2",0,0,3,9,3320,0,2004,0,"98103",47.6542,-122.331,2330,4040 +"2191600780","20141010T000000",219000,2,1,1050,9000,"1.5",0,0,4,7,1050,0,1984,0,"98003",47.2887,-122.299,1550,9600 +"7852180430","20150409T000000",450000,4,2.5,2070,3982,"2",0,0,3,7,2070,0,2004,0,"98065",47.531,-121.854,2340,4067 +"8155820080","20150415T000000",402000,4,2.25,1790,7311,"2",0,0,3,7,1790,0,1992,0,"98056",47.5055,-122.189,1400,7203 +"5248800440","20150217T000000",275000,2,1,840,4000,"1",0,0,3,6,840,0,1942,0,"98108",47.5531,-122.307,1100,4000 +"9818700430","20141001T000000",421500,3,1.5,990,4500,"1",0,0,5,7,990,0,1948,0,"98122",47.6051,-122.298,1490,4000 +"0425079099","20140507T000000",560000,3,3,4120,60392,"2",0,2,3,9,3180,940,1994,0,"98014",47.6804,-121.913,2770,64033 +"5127000670","20150318T000000",314000,3,1.75,1620,9600,"1",0,0,4,7,1620,0,1966,0,"98059",47.4749,-122.155,1660,10200 +"6341000221","20150423T000000",287000,4,2,1340,8190,"1",0,0,4,7,1340,0,1942,0,"98146",47.4905,-122.343,1410,9721 +"7231501665","20150403T000000",277000,4,1,1500,5750,"1.5",0,0,3,6,1500,0,1925,0,"98055",47.4768,-122.206,1330,5750 +"5014000225","20141222T000000",337500,2,1,1300,6731,"1",0,0,3,7,1300,0,1950,0,"98116",47.5697,-122.395,1240,6731 +"4401200130","20140819T000000",792000,4,2.75,3100,10245,"2",0,0,3,10,3100,0,1999,0,"98052",47.6858,-122.107,3140,9028 +"1558500050","20141113T000000",435000,3,2.5,3380,7074,"2",0,0,3,8,2200,1180,1999,0,"98019",47.7462,-121.978,2060,6548 +"8899000050","20150325T000000",313100,4,2.5,2660,9030,"1",0,0,4,7,1450,1210,1977,0,"98055",47.4558,-122.212,1870,9030 +"2877102846","20140625T000000",575000,3,2.25,1700,3333,"1.5",0,0,3,7,1100,600,1924,0,"98117",47.6784,-122.361,1700,3750 +"7280300080","20150202T000000",510000,4,2.5,1840,7800,"1",0,2,3,8,1240,600,1972,0,"98177",47.7762,-122.384,2010,9100 +"3624039073","20150319T000000",299950,2,1,890,5200,"1",0,0,4,6,890,0,1941,0,"98126",47.5311,-122.373,950,5200 +"3271300345","20150323T000000",1.028e+006,3,3,2800,5800,"1",0,0,3,9,1580,1220,1953,2010,"98199",47.6493,-122.413,2580,5800 +"6190701483","20140514T000000",364000,4,1.75,2010,8625,"1",0,0,4,7,1340,670,1957,0,"98133",47.7496,-122.355,1500,8400 +"0414100630","20140729T000000",335000,3,1,1380,7470,"1",0,0,5,7,1380,0,1965,0,"98133",47.7479,-122.343,1440,7473 +"7686202275","20141209T000000",219950,3,1,1210,8000,"1",0,0,3,6,1210,0,1954,0,"98198",47.4211,-122.314,1430,8000 +"5113260170","20150113T000000",215000,3,2,1280,6994,"1",0,0,3,7,1280,0,1991,0,"98038",47.3889,-122.048,1290,7514 +"2421059090","20150511T000000",640000,4,2.5,4090,215186,"2",0,0,4,8,3670,420,1979,0,"98092",47.2964,-122.116,2430,142005 +"2770601734","20140630T000000",535000,3,1,1580,6300,"1",0,0,3,7,1180,400,1925,0,"98199",47.6505,-122.384,1560,1601 +"4222310290","20140819T000000",253000,4,2,1910,7826,"1",0,0,4,7,1140,770,1973,0,"98003",47.3493,-122.306,1540,7826 +"5016001060","20140530T000000",650000,2,2.5,1740,2500,"2",0,2,3,8,1210,530,1994,0,"98112",47.622,-122.3,1640,2500 +"5445300050","20150408T000000",672000,3,2.25,1130,4445,"1.5",0,0,4,8,1130,0,1930,0,"98117",47.6845,-122.375,1330,4445 +"7370600020","20141007T000000",606000,3,1.75,1970,8540,"1",0,3,4,8,1130,840,1950,0,"98177",47.7213,-122.365,2280,8540 +"5127000470","20150305T000000",292000,3,2.25,1780,9720,"1",0,0,3,8,1280,500,1981,0,"98059",47.4762,-122.156,1710,9790 +"1330250010","20140604T000000",289950,3,2,1670,7757,"1",0,0,3,8,1670,0,1992,0,"98030",47.3802,-122.207,2290,7859 +"1898600050","20140722T000000",257500,4,1.5,1360,9323,"1",0,0,4,7,1360,0,1968,0,"98023",47.3168,-122.401,1180,9611 +"9561100010","20141104T000000",380000,3,2.5,1840,6985,"1",0,0,3,7,1290,550,1971,0,"98133",47.7586,-122.342,2160,7990 +"9524100050","20141222T000000",360000,3,1.75,1255,1113,"3",0,0,3,8,1255,0,2010,0,"98103",47.6958,-122.343,1010,1038 +"2212200500","20140623T000000",269500,3,1.75,1840,7412,"1",0,0,4,7,1240,600,1976,0,"98031",47.3933,-122.188,1980,7350 +"5416500680","20140630T000000",449000,4,2.5,2960,6031,"2",0,0,3,9,2960,0,2005,0,"98038",47.3596,-122.04,2570,5012 +"6412600005","20141003T000000",375000,4,1.5,1430,7232,"1.5",0,0,3,7,1430,0,1948,0,"98125",47.7197,-122.328,1540,7232 +"2024069008","20140619T000000",2.2e+006,5,4.75,5990,10450,"2",1,4,3,11,4050,1940,2002,0,"98027",47.5554,-122.077,3330,14810 +"2195700050","20140519T000000",810000,4,2.5,3480,59242,"2",0,0,3,11,3480,0,1988,0,"98072",47.7391,-122.102,2930,39400 +"1437580480","20140918T000000",994000,5,3.25,4260,7861,"2",0,0,3,10,4260,0,2005,0,"98074",47.611,-121.992,4020,7528 +"2796100680","20150225T000000",275000,5,2.25,1820,10500,"1",0,0,4,7,1080,740,1979,0,"98031",47.4058,-122.177,1820,7500 +"7203102140","20150429T000000",300000,2,1,1290,2482,"2",0,0,3,7,1290,0,2008,0,"98053",47.6972,-122.025,1290,2482 +"0040000235","20150414T000000",380000,5,2.5,2130,8428,"2",0,0,3,7,2130,0,2013,0,"98168",47.4726,-122.282,1500,11810 +"2946000285","20150302T000000",200000,3,2,1170,10051,"1",0,0,4,7,1170,0,1957,0,"98198",47.4229,-122.324,1440,9800 +"6848200221","20140902T000000",635000,3,3.5,1730,1349,"3",0,0,3,9,1350,380,2009,0,"98102",47.6224,-122.326,1830,3300 +"0952004725","20141106T000000",280000,2,1,880,5750,"1",0,0,3,6,880,0,1939,0,"98126",47.5642,-122.379,1190,5750 +"7852110050","20140625T000000",574000,3,2.5,2380,6832,"2",0,0,3,8,2380,0,2002,0,"98065",47.5372,-121.876,2580,6832 +"5536100010","20150204T000000",1.05e+006,4,1,1330,9729,"1",0,0,3,6,1330,0,1952,0,"98004",47.6223,-122.208,2920,10353 +"5703000050","20140508T000000",545000,3,2.25,1780,191228,"2",0,2,3,8,1780,0,1988,0,"98045",47.4575,-121.748,2440,87120 +"6071800480","20150327T000000",271950,3,1.5,1220,8400,"1",0,0,4,7,1220,0,1962,0,"98006",47.5467,-122.173,2110,9119 +"1954600050","20140716T000000",630000,5,1.75,2490,24969,"1",0,2,4,8,1540,950,1959,0,"98023",47.336,-122.35,2790,15600 +"3819800280","20140819T000000",400000,2,1,1180,10800,"1",0,0,3,7,1180,0,1984,0,"98011",47.7273,-122.236,1600,10800 +"7300400170","20140910T000000",334000,4,2.5,2310,6200,"2",0,0,3,8,2310,0,1998,0,"98092",47.3321,-122.172,2480,6200 +"9834201100","20141222T000000",332500,4,2,1440,4855,"2",0,0,4,7,1440,0,1972,0,"98144",47.5717,-122.287,1300,4080 +"8850000509","20140923T000000",525000,2,1.5,1620,1444,"2",0,0,3,9,1080,540,2007,0,"98144",47.5892,-122.309,1660,1642 +"4123840470","20150224T000000",408000,3,2.5,2620,8403,"2",0,0,3,8,2620,0,1991,0,"98038",47.3675,-122.042,2190,7842 +"1150900080","20150427T000000",846450,4,2.5,3710,7491,"2",0,0,3,9,3710,0,2003,0,"98029",47.5596,-122.016,3040,7491 +"0514500235","20141020T000000",411100,3,1.5,1040,10323,"1",0,0,4,7,1040,0,1958,0,"98005",47.5882,-122.155,1580,7200 +"1522059120","20140709T000000",409124,5,3.25,3320,11340,"2",0,0,4,8,2480,840,1999,0,"98042",47.3904,-122.154,2330,8339 +"2895600680","20140707T000000",335950,2,1.5,800,5192,"1",0,0,5,7,800,0,1951,0,"98146",47.5119,-122.386,1190,5320 +"8087800480","20150331T000000",480000,5,2.5,2040,9597,"1",0,0,4,7,1240,800,1963,0,"98052",47.6544,-122.134,1800,8553 +"7931000066","20141224T000000",280000,2,1.75,1960,30144,"1",0,0,3,7,980,980,1957,0,"98031",47.4234,-122.212,1960,10140 +"5406500480","20140721T000000",668000,4,2.5,2670,4410,"2",0,0,3,8,2670,0,1999,0,"98075",47.5978,-122.038,2670,4410 +"2540820010","20150427T000000",750000,4,2.5,2930,8641,"2",0,0,3,8,2930,0,2010,0,"98034",47.7199,-122.246,2120,11175 +"3300700470","20140514T000000",394475,2,1,830,4000,"1",0,0,3,6,830,0,1955,0,"98117",47.6929,-122.379,950,4000 +"8823902005","20150326T000000",848000,5,1.75,2290,4320,"2",0,0,3,7,1980,310,1928,0,"98105",47.664,-122.31,2870,4320 +"6003001760","20140924T000000",675000,3,1.5,2510,3600,"2.5",0,0,4,8,2510,0,1907,0,"98112",47.6195,-122.313,1740,1885 +"1432400095","20141106T000000",175000,3,1,1280,7572,"1",0,0,4,6,1280,0,1958,0,"98058",47.4491,-122.176,1170,7667 +"2483700095","20141106T000000",560000,4,1.5,1810,6000,"1",0,1,3,8,1350,460,1952,0,"98136",47.5233,-122.386,2020,6000 +"6600220380","20140531T000000",538888,5,2.75,2080,13189,"2",0,0,3,8,2080,0,1987,0,"98074",47.6288,-122.031,2030,11847 +"3990200020","20140908T000000",359000,4,1.75,1680,9244,"2",0,0,3,8,1680,0,1991,0,"98166",47.4612,-122.352,1840,9387 +"0112900020","20140701T000000",300000,3,2.25,1660,5128,"2",0,0,3,7,1660,0,2001,0,"98019",47.7362,-121.967,1680,4652 +"8700110020","20140917T000000",273000,3,2.5,1650,5994,"2",0,0,4,7,1650,0,1989,0,"98030",47.3603,-122.19,1930,6666 +"9831200221","20140710T000000",670000,3,2.5,1420,1438,"2",0,0,3,9,1280,140,2003,0,"98102",47.6265,-122.323,1490,1439 +"8078400010","20141118T000000",530000,4,2.25,2240,8376,"1",0,0,3,8,1740,500,1984,0,"98074",47.6323,-122.029,1890,7875 +"9550200225","20140711T000000",625000,3,1.5,1230,3060,"1",0,0,3,7,910,320,1927,0,"98103",47.667,-122.333,1260,4488 +"2946001950","20150505T000000",248000,3,1,1260,6000,"1",0,0,4,6,1260,0,1954,0,"98198",47.4187,-122.323,1520,6600 +"3905050280","20140819T000000",533000,3,2.5,2060,4812,"2",0,0,3,8,2060,0,1990,0,"98029",47.5793,-122.002,1930,5264 +"3026059341","20141211T000000",549950,4,3.5,3090,10510,"1",0,0,3,8,2190,900,1991,0,"98034",47.7176,-122.214,2200,7408 +"7292700005","20141014T000000",485000,4,1.75,3220,7392,"1",0,0,4,8,2010,1210,1959,0,"98177",47.7719,-122.361,1660,8363 +"8856970440","20150506T000000",353500,3,2.5,2020,4845,"2",0,0,3,7,2020,0,2001,0,"98038",47.3848,-122.033,1930,5134 +"7504001440","20140915T000000",435000,2,1.75,1910,12142,"1",0,0,3,9,1910,0,1976,0,"98074",47.6276,-122.053,2580,12326 +"8068000305","20141104T000000",241000,3,1,1150,10000,"1",0,0,3,6,1000,150,1951,0,"98178",47.5075,-122.262,1340,10000 +"1681400010","20140519T000000",885000,4,2.75,2730,3560,"1.5",0,0,3,8,1550,1180,1921,2007,"98115",47.6737,-122.304,1860,3560 +"6850700670","20140513T000000",799200,6,3,2890,2370,"2.5",0,0,3,7,2290,600,1906,0,"98102",47.6227,-122.323,2180,2460 +"1546600020","20150114T000000",760000,3,2.5,2280,12746,"1",0,0,4,8,1490,790,1973,0,"98005",47.6362,-122.175,2100,12746 +"8071000050","20141113T000000",270000,2,1,1040,5700,"1",0,0,3,6,1040,0,1922,0,"98118",47.519,-122.26,1380,5700 +"1036000280","20150217T000000",675000,4,1.75,2440,7475,"1",0,0,4,9,2040,400,1969,0,"98052",47.6339,-122.096,2040,8480 +"5422560380","20141222T000000",499000,3,2.5,1720,5940,"1",0,0,4,8,1000,720,1977,0,"98052",47.6631,-122.129,1720,6136 +"1762600280","20140714T000000",1.2025e+006,3,2.5,3430,28718,"1.5",0,0,3,10,3430,0,1984,0,"98033",47.6477,-122.183,3440,35021 +"5416500840","20140627T000000",320000,4,2.5,2570,4865,"2",0,0,3,8,2570,0,2005,0,"98038",47.3588,-122.038,2570,4933 +"3523069008","20150505T000000",890000,4,3.25,4360,210254,"1",0,0,3,10,2320,2040,2000,0,"98038",47.4375,-122.008,2410,87120 +"8001210170","20140822T000000",275000,4,2.75,2060,7350,"1",0,0,3,7,1210,850,1978,0,"98001",47.3424,-122.275,1940,7420 +"6806300920","20140610T000000",490000,4,2.5,3020,8302,"2",0,0,4,10,3020,0,1994,0,"98042",47.363,-122.127,3020,8406 +"9826701665","20140725T000000",550000,3,2.5,2340,4200,"1.5",0,0,3,7,1540,800,1906,0,"98122",47.6033,-122.303,1590,4200 +"2253200010","20150507T000000",390000,5,2,2400,9537,"1",0,0,5,7,1210,1190,1959,0,"98056",47.5112,-122.186,1760,9533 +"1941400080","20141020T000000",277000,3,2.25,1610,11920,"1",0,0,4,7,1110,500,1968,0,"98032",47.3683,-122.279,1690,11839 +"3317010130","20150317T000000",236000,3,1.75,1090,7647,"1",0,0,3,7,1090,0,1994,0,"98003",47.2613,-122.302,1660,9219 +"1721059230","20150304T000000",265953,3,1.75,1470,13068,"1",0,0,4,7,1470,0,1975,0,"98092",47.3096,-122.197,2090,16988 +"9328500630","20150302T000000",545000,3,2.25,1670,6240,"1",0,0,4,8,1240,430,1974,0,"98008",47.6413,-122.113,1910,7000 +"6301800020","20140506T000000",535000,3,2.5,1850,10109,"2",0,0,3,8,1850,0,1991,0,"98034",47.7163,-122.229,1780,9660 +"7855000460","20141007T000000",1.45e+006,3,2.75,3940,9671,"1",0,4,5,9,2140,1800,1967,0,"98006",47.5654,-122.158,3390,9360 +"9320350020","20140630T000000",490000,4,3,2330,3497,"2",0,0,3,9,1920,410,2003,0,"98108",47.554,-122.308,2330,5242 +"7849201061","20150408T000000",319950,4,2.5,2020,7200,"1.5",0,0,4,6,2020,0,1954,0,"98065",47.5223,-121.818,1440,7200 +"3885805640","20140704T000000",625000,3,1.5,1300,7200,"1",0,0,5,7,1300,0,1960,0,"98033",47.6821,-122.196,2280,7200 +"8960200630","20150220T000000",248000,3,1,1180,6947,"1",0,0,4,7,1180,0,1968,0,"98031",47.4233,-122.177,1760,8657 +"1736800920","20150421T000000",475000,3,1.75,1320,7840,"1",0,0,3,8,1320,0,1966,0,"98007",47.6024,-122.143,2050,7644 +"6152900402","20140619T000000",410000,6,2.75,2520,9324,"1",0,0,4,7,1320,1200,1962,0,"98155",47.7636,-122.294,1820,11000 +"9822700255","20140505T000000",670000,3,2.5,1680,2000,"3",0,0,3,9,1680,0,1909,1998,"98105",47.6604,-122.29,1950,5000 +"1423069102","20150331T000000",430000,3,2.5,2000,35438,"2",0,0,3,7,2000,0,1968,2005,"98027",47.4733,-121.994,2000,51836 +"5279100675","20141028T000000",313000,2,1,1180,4900,"1",0,0,5,6,1180,0,1954,0,"98027",47.5321,-122.029,1650,7121 +"2524049056","20140714T000000",950000,3,3.25,3330,15093,"2.5",0,0,3,9,3330,0,1988,0,"98040",47.5395,-122.242,4340,20031 +"4232400470","20140527T000000",751750,2,2,1880,5400,"1.5",0,0,3,8,1880,0,1902,0,"98112",47.6238,-122.311,1590,5400 +"8562740440","20140909T000000",760000,4,2.5,2990,5280,"2",0,0,3,9,2210,780,2003,0,"98027",47.5353,-122.066,2990,6299 +"8114000020","20150128T000000",310650,3,1.75,1510,12408,"1",0,0,4,7,1510,0,1969,0,"98059",47.5069,-122.141,1480,17800 +"6600780130","20140502T000000",367500,4,3,3110,7231,"2",0,0,3,8,3110,0,1997,0,"98092",47.3279,-122.191,2820,7311 +"5100403947","20140804T000000",580000,4,2.5,2150,5000,"2",0,0,3,8,2150,0,2001,0,"98115",47.6962,-122.314,2030,6380 +"1189000825","20140702T000000",580000,3,2.25,1900,3960,"1.5",0,0,3,8,1200,700,1905,0,"98122",47.6122,-122.298,1310,3960 +"3066400080","20140602T000000",665000,4,2.5,2720,10000,"2",0,0,3,10,2720,0,1987,0,"98074",47.6293,-122.051,2720,10020 +"2214800630","20141105T000000",239950,3,2.25,1560,8280,"2",0,0,4,7,1560,0,1979,0,"98001",47.3393,-122.259,1920,8120 +"4027701253","20140813T000000",470000,4,2.5,1990,30083,"2",0,0,3,8,1990,0,1998,0,"98155",47.7678,-122.272,2220,11627 +"9547205260","20140815T000000",733000,3,1.75,1740,3060,"1",0,0,5,8,950,790,1930,2014,"98115",47.6816,-122.31,1800,3960 +"9320600020","20150130T000000",250000,4,2,2130,8400,"1",0,0,3,7,1350,780,1962,0,"98031",47.4133,-122.209,1550,8596 +"2807100095","20140908T000000",402000,4,1.75,1510,9176,"1",0,0,5,7,1510,0,1957,0,"98133",47.7651,-122.339,1480,9176 +"8067000020","20140611T000000",295000,5,3.5,2100,5107,"2",0,0,3,7,1410,690,1999,0,"98178",47.5108,-122.257,1410,5650 +"8731980440","20141016T000000",355000,5,2.5,2344,8000,"1",0,0,4,8,1560,784,1976,0,"98023",47.3185,-122.377,2344,8000 +"5112800233","20140909T000000",289000,3,1.5,1970,22486,"1",0,0,4,6,1970,0,1968,0,"98058",47.4511,-122.089,1850,20160 +"6141600179","20141112T000000",376000,3,2.25,1470,9140,"2",0,2,3,7,1470,0,1982,0,"98133",47.7162,-122.349,1400,8204 +"8122100595","20140627T000000",212700,2,1,940,5040,"1",0,0,3,7,940,0,1926,0,"98126",47.5375,-122.374,940,5040 +"5467910190","20140527T000000",325000,3,1.75,1780,13095,"1",0,0,4,9,1780,0,1983,0,"98042",47.367,-122.152,2750,13095 +"0808300460","20140811T000000",415000,4,2.5,2230,5743,"2",0,0,3,7,2230,0,2002,0,"98019",47.7245,-121.957,2490,6300 +"7785350010","20150402T000000",935000,3,2.5,3570,15151,"1",0,0,4,8,2400,1170,1981,0,"98177",47.7475,-122.364,3140,14375 +"2133020020","20150116T000000",372000,3,2.5,1920,15260,"2",0,0,3,7,1920,0,1990,0,"98019",47.7317,-121.964,2370,15235 +"2588800006","20141021T000000",240000,3,1.5,1290,8366,"1",0,0,3,7,1020,270,1957,0,"98168",47.4853,-122.318,1770,8400 +"5169700022","20140915T000000",334950,3,1.75,1880,16262,"1",0,0,5,7,1880,0,1980,0,"98059",47.5089,-122.155,1900,7972 +"5416500660","20150430T000000",426500,4,2.5,2960,4640,"2",0,0,3,9,2960,0,2005,0,"98038",47.3597,-122.04,2750,4623 +"6117502745","20150224T000000",430000,2,1.75,1840,14874,"1",0,2,3,8,1300,540,1952,0,"98166",47.4382,-122.348,2920,15084 +"2624049169","20141211T000000",400000,3,1.5,1890,6183,"1",0,0,3,7,1090,800,1967,0,"98118",47.5396,-122.269,1750,6183 +"1426300842","20150428T000000",455850,3,2.25,1820,6000,"1",0,0,4,7,1120,700,1964,0,"98108",47.5684,-122.3,1970,6232 +"0824059321","20140602T000000",1.96522e+006,4,3.5,4370,8510,"2",0,1,3,10,3610,760,2003,0,"98004",47.5876,-122.204,2960,10347 +"0126049217","20140604T000000",400000,3,1.75,1530,10731,"1",0,0,3,7,1530,0,1986,0,"98028",47.7655,-122.244,2100,12593 +"2201500185","20140808T000000",397500,3,1,1030,10480,"1",0,0,4,7,1030,0,1954,0,"98006",47.5742,-122.139,1480,12200 +"1972205790","20141211T000000",755000,3,2.5,2000,1950,"3",0,0,3,8,2000,0,2005,0,"98109",47.6476,-122.356,1560,1340 +"6843000080","20140709T000000",287000,5,1.5,1730,9230,"1",0,0,3,7,1010,720,1962,0,"98058",47.4646,-122.184,1730,9230 +"1442700250","20140716T000000",480000,4,2.5,3620,16000,"2",0,0,3,9,3620,0,1976,0,"98038",47.3711,-122.06,2590,16000 +"2607760680","20150416T000000",490000,3,2.5,2040,9622,"2",0,0,3,8,2040,0,1995,0,"98045",47.4833,-121.8,2390,9868 +"3523059056","20140618T000000",365000,3,2.5,2640,6715,"2",0,0,3,8,1680,960,1991,0,"98058",47.441,-122.125,2260,7373 +"1657530010","20150224T000000",260000,3,2.5,1600,2244,"2",0,0,3,7,1600,0,2005,0,"98056",47.4899,-122.164,1600,1700 +"7276100020","20150414T000000",505000,4,1,1480,12675,"1.5",0,0,4,7,1480,0,1929,0,"98133",47.763,-122.342,1820,7995 +"9828200460","20140627T000000",260000,2,1,700,4800,"1",0,0,3,7,700,0,1922,0,"98122",47.6147,-122.3,1440,4800 +"9828200460","20150106T000000",430000,2,1,700,4800,"1",0,0,3,7,700,0,1922,0,"98122",47.6147,-122.3,1440,4800 +"5608000840","20140724T000000",905000,4,2.5,3520,12193,"2",0,0,4,10,3520,0,1993,0,"98027",47.5535,-122.095,3470,11318 +"5422560470","20141203T000000",440000,3,2,1650,6408,"2",0,0,4,8,1650,0,1977,0,"98052",47.6638,-122.128,1750,6402 +"0446000020","20140913T000000",439500,4,1,1360,5500,"1.5",0,0,3,7,1360,0,1950,0,"98115",47.6878,-122.285,1530,5790 +"9476200545","20150127T000000",270000,3,2,1350,6696,"1",0,0,5,6,680,670,1944,0,"98056",47.4919,-122.187,1350,6700 +"8648100130","20150429T000000",306500,3,2.5,1970,6291,"2",0,0,4,7,1970,0,1998,0,"98042",47.3627,-122.073,1980,8852 +"9358002232","20141019T000000",380000,3,2,1470,1656,"2",0,0,3,8,1310,160,2003,0,"98126",47.5653,-122.369,1470,2288 +"2212900920","20140722T000000",215000,4,1.75,1610,9652,"1",0,0,5,7,1610,0,1969,0,"98042",47.3281,-122.135,1220,9800 +"6149700380","20150206T000000",299900,2,1,810,6150,"1",0,0,3,7,810,0,1950,0,"98133",47.7289,-122.34,1080,7200 +"4340000080","20150327T000000",1.45e+006,4,3.5,2820,7809,"2",0,0,3,10,2820,0,1995,0,"98004",47.622,-122.195,2630,7904 +"3751605432","20140513T000000",239950,3,1,1900,33888,"1.5",0,0,4,5,1900,0,1942,0,"98001",47.2738,-122.271,1430,19200 +"6384300020","20140623T000000",494000,4,2.5,1830,7345,"1",0,0,4,8,1540,290,1973,0,"98177",47.7741,-122.373,1990,7700 +"3450300430","20150105T000000",317500,4,1.5,1730,7700,"1",0,0,4,7,1010,720,1963,0,"98059",47.4996,-122.163,1650,8066 +"1245001763","20150303T000000",670000,4,2.5,2110,7291,"2",0,0,4,7,2110,0,1977,0,"98033",47.6888,-122.201,2350,8625 +"7853240660","20140820T000000",650000,3,2.5,3060,7831,"2",0,2,3,9,3060,0,2004,0,"98065",47.5401,-121.861,3140,7438 +"3723800414","20150320T000000",852000,4,2.5,2620,7328,"2",0,0,3,8,2620,0,1983,0,"98118",47.5514,-122.263,1670,5080 +"5104500020","20140617T000000",250000,2,1.5,1088,1360,"2",0,0,3,7,1088,0,1983,0,"98034",47.7094,-122.213,1098,1469 +"5438000080","20141210T000000",264950,3,1.5,1400,10853,"1",0,0,4,7,1400,0,1964,0,"98055",47.4433,-122.194,1620,10849 +"9498200091","20140925T000000",582500,2,2,1540,6804,"1",0,0,5,7,1020,520,1942,0,"98177",47.7044,-122.372,1380,6930 +"1498301213","20150311T000000",384000,3,2.5,1540,1564,"2",0,0,3,7,1300,240,1998,0,"98144",47.586,-122.313,1540,2875 +"2652500285","20141028T000000",817000,3,1.5,2310,3360,"1.5",0,0,3,8,1790,520,1926,0,"98119",47.6431,-122.359,1930,4320 +"5127000430","20141201T000000",320000,4,1.75,1730,9520,"1",0,0,4,7,1730,0,1971,0,"98059",47.4756,-122.157,1550,11211 +"4017110020","20140630T000000",445800,4,2.25,2070,39446,"1",0,0,3,8,1470,600,1977,0,"98155",47.7765,-122.276,2140,12043 +"3336001946","20150307T000000",263300,2,1,900,4500,"1",0,0,3,7,900,0,1951,0,"98118",47.5273,-122.265,1175,5320 +"5253300387","20150128T000000",215000,3,1,860,6635,"1",0,0,3,6,860,0,1952,0,"98133",47.7508,-122.339,1170,8000 +"9222400605","20141115T000000",842500,5,4,2980,4500,"1.5",0,0,3,7,2070,910,1921,0,"98115",47.6736,-122.323,1560,4225 +"9222400605","20150411T000000",850000,5,4,2980,4500,"1.5",0,0,3,7,2070,910,1921,0,"98115",47.6736,-122.323,1560,4225 +"2163300130","20141001T000000",386000,5,2.5,2740,12413,"2",0,0,3,7,2740,0,1990,0,"98031",47.4199,-122.183,1900,7416 +"8662500130","20141209T000000",251100,4,2.5,1790,5257,"2",0,0,3,7,1790,0,1996,0,"98030",47.3849,-122.204,1680,5320 +"1770000130","20141126T000000",435000,3,1.75,1750,16748,"1",0,0,3,7,1330,420,1978,0,"98072",47.7421,-122.089,1750,16050 +"1888120080","20140922T000000",870000,4,4,3610,12811,"2",0,0,3,10,3610,0,2000,0,"98075",47.5812,-121.993,3530,11783 +"0862000020","20150206T000000",800000,6,1,1430,20620,"2",0,0,3,7,1430,0,1954,0,"98004",47.6255,-122.209,2450,10080 +"7199100020","20140714T000000",555000,3,1.75,1570,15500,"1",0,0,4,7,1570,0,1968,0,"98052",47.6916,-122.122,1610,7500 +"9169600275","20140723T000000",280000,2,1,2280,37500,"2",0,0,3,7,2280,0,1932,0,"98136",47.525,-122.389,2360,6000 +"2767601815","20150317T000000",356000,3,1,940,2366,"1",0,0,3,6,940,0,1916,0,"98107",47.6744,-122.383,1500,5000 +"7853221330","20141203T000000",675000,4,2.5,2920,6000,"2",0,4,3,9,2920,0,2004,0,"98065",47.5333,-121.859,3100,6001 +"7504010780","20141226T000000",605000,4,2.25,2260,11900,"2",0,0,3,9,2260,0,1976,0,"98074",47.6415,-122.057,2470,11900 +"5015000190","20140625T000000",690500,5,2,2000,4211,"1.5",0,2,4,7,1280,720,1908,0,"98112",47.6283,-122.301,1680,4000 +"8682260470","20140619T000000",437000,2,1.75,1440,4225,"1",0,0,3,8,1440,0,2005,0,"98053",47.7143,-122.032,1680,6200 +"4122700020","20140710T000000",850000,5,2,2310,13430,"1.5",0,0,4,8,2310,0,1966,0,"98004",47.6395,-122.203,2810,13906 +"8850000285","20140612T000000",350000,4,2.25,2300,4600,"1.5",0,0,4,7,1340,960,1904,0,"98144",47.5895,-122.311,1540,3000 +"4174600185","20140622T000000",480000,2,2.25,1490,6770,"1.5",0,0,3,8,1490,0,1926,0,"98108",47.5577,-122.297,1820,7875 +"7229800430","20140723T000000",379500,3,2.25,1830,25641,"2",0,0,3,8,1830,0,1989,0,"98059",47.4786,-122.112,1500,25641 +"0042000130","20140924T000000",600000,5,4.5,4440,9784,"2",0,0,3,10,4440,0,2012,0,"98168",47.4702,-122.275,2720,10080 +"4139430250","20150330T000000",1.436e+006,4,3.5,4970,16582,"2",0,3,4,11,3930,1040,1992,0,"98006",47.5496,-122.12,3580,13335 +"9834201470","20141218T000000",303000,2,1.5,1000,1075,"2",0,0,3,7,840,160,2007,0,"98144",47.5708,-122.288,1000,1083 +"4058801702","20150206T000000",800000,4,2.5,4940,10037,"1",0,4,3,9,3450,1490,1953,0,"98178",47.5095,-122.247,2430,9272 +"3363400655","20140724T000000",549000,2,2,1980,6000,"1.5",0,0,5,7,1220,760,1906,0,"98103",47.6809,-122.351,1280,3900 +"8700500020","20141126T000000",324950,3,2.5,1560,9600,"1",0,0,3,7,1210,350,1964,0,"98188",47.457,-122.27,2070,9600 +"8148600020","20140926T000000",170000,2,1,870,6537,"1",0,0,3,6,870,0,1948,0,"98168",47.4906,-122.306,1100,8701 +"8651430780","20140715T000000",178000,3,1,840,6500,"1",0,0,5,6,840,0,1969,0,"98042",47.3704,-122.08,870,5200 +"1432400345","20150421T000000",144000,3,1,1250,8314,"1",0,0,3,6,1250,0,1958,0,"98058",47.4522,-122.178,1188,7700 +"2524049148","20150317T000000",1.58e+006,4,2.75,3120,20031,"1",0,2,4,9,1980,1140,1954,1997,"98040",47.5389,-122.242,3330,18777 +"2475900840","20150427T000000",258000,2,1,750,7000,"1",0,0,3,6,750,0,1932,0,"98024",47.5655,-121.89,1100,8777 +"7452500190","20141016T000000",345000,3,1.75,710,5050,"1",0,0,4,6,710,0,1950,0,"98126",47.5194,-122.375,900,5050 +"3459000050","20140610T000000",470000,3,1.75,2290,14800,"1",0,0,3,8,1620,670,1965,0,"98155",47.7735,-122.273,2320,12474 +"2624049091","20150313T000000",2.903e+006,5,2.5,3750,91681,"2",1,4,3,10,3750,0,1925,0,"98118",47.5379,-122.264,3540,24293 +"1138000250","20140521T000000",350000,3,1.5,980,7790,"1",0,0,5,7,980,0,1969,0,"98034",47.7141,-122.213,1390,7280 +"4399210130","20140626T000000",225500,2,1.75,1590,11276,"1",0,0,4,7,1590,0,1972,0,"98002",47.3177,-122.21,1750,10687 +"2770601365","20150224T000000",473000,2,1,940,4000,"1",0,0,3,6,720,220,1942,0,"98199",47.6488,-122.385,1180,6000 +"7272000980","20150226T000000",279000,3,1.75,1750,9623,"1",0,0,3,7,1150,600,1962,0,"98198",47.3997,-122.313,1820,9623 +"1566100010","20150414T000000",470000,3,1,1460,8227,"1",0,0,3,6,880,580,1948,0,"98125",47.7009,-122.301,1530,8128 +"6338000592","20140820T000000",565000,3,1.75,1540,4800,"1",0,0,4,6,770,770,1925,0,"98105",47.67,-122.284,1510,4080 +"2815600305","20150422T000000",695000,3,2,2560,6800,"1",0,1,4,8,1380,1180,1952,0,"98136",47.5506,-122.395,1780,6800 +"0561500290","20140711T000000",315000,3,1.75,1660,37642,"1",0,0,4,7,1660,0,1991,0,"98022",47.2559,-122.007,2070,54450 +"3905080280","20150304T000000",529000,3,2.5,1880,4499,"2",0,0,3,8,1880,0,1993,0,"98029",47.5664,-121.999,2130,5114 +"0925069071","20150126T000000",750000,5,3.75,3500,101494,"1.5",0,0,3,8,3500,0,1967,1990,"98053",47.6745,-122.054,3250,38636 +"2426049174","20141029T000000",481500,3,2.25,1840,10500,"2",0,0,3,7,1840,0,1993,0,"98034",47.7326,-122.234,1840,7374 +"9407600250","20150327T000000",211000,3,2,1060,7412,"1",0,0,3,7,1060,0,1987,0,"98038",47.3897,-122.051,1080,7093 +"7955050170","20150410T000000",455000,3,2.25,1790,7500,"1",0,0,3,7,1390,400,1973,0,"98034",47.7321,-122.198,1940,7192 +"7224000950","20141103T000000",238950,2,1,810,4838,"1",0,0,3,5,810,0,1938,0,"98055",47.4909,-122.203,890,4838 +"0464001025","20140918T000000",722500,4,3.5,2600,5100,"2",0,0,3,8,1820,780,2003,0,"98117",47.6948,-122.395,2000,6720 +"5569700020","20140730T000000",795000,4,2.5,3230,19193,"1",0,3,4,8,2000,1230,1973,0,"98075",47.5755,-122.07,3230,13420 +"1310910290","20150507T000000",327500,4,2.25,2240,9600,"2",0,0,3,8,2240,0,1971,0,"98032",47.361,-122.281,2050,9240 +"5104531640","20150323T000000",585000,4,3,3400,5100,"2",0,0,3,9,3400,0,2006,0,"98038",47.3548,-122.002,3400,5672 +"1025039145","20140613T000000",775000,4,2,3140,10875,"1",0,1,3,7,1940,1200,1939,1969,"98199",47.6656,-122.406,3300,10080 +"5406500170","20141024T000000",645000,4,2.5,2780,4200,"2",0,0,3,8,2780,0,2001,0,"98075",47.5989,-122.039,2510,4200 +"1826049426","20150105T000000",445000,4,2.75,2320,12368,"1",0,0,3,8,1670,650,1968,0,"98133",47.7373,-122.35,2070,9575 +"2011000010","20140502T000000",257950,3,1.75,1370,5858,"1",0,0,3,7,1370,0,1987,0,"98198",47.3815,-122.313,1400,7500 +"9368700006","20150324T000000",375000,5,1.75,2230,7560,"1",0,0,3,7,1230,1000,1959,0,"98178",47.5055,-122.26,1380,6570 +"8016250080","20140709T000000",245000,3,2.5,1610,7223,"2",0,0,3,7,1610,0,1994,0,"98030",47.3661,-122.173,1610,7162 +"4053200285","20140811T000000",725000,3,2.5,3410,41022,"2",0,0,3,11,3410,0,1990,0,"98042",47.3228,-122.08,2150,21429 +"5411600020","20150304T000000",702000,4,2.5,2810,4922,"2",0,0,3,9,2810,0,2005,0,"98074",47.614,-122.041,2920,4922 +"0847100078","20140818T000000",330000,3,1.75,1850,14986,"2",0,0,3,6,1850,0,1943,2005,"98059",47.4837,-122.148,2660,10650 +"4232903295","20150416T000000",940000,3,1.5,1790,4800,"1.5",0,0,3,8,1790,0,1912,0,"98119",47.6332,-122.362,1780,3600 +"7979900680","20150305T000000",354500,3,1,1150,11396,"1.5",0,0,4,7,1150,0,1950,0,"98155",47.7435,-122.296,1600,8146 +"0492000532","20150222T000000",279950,4,2.75,2420,8700,"1.5",0,0,4,7,2420,0,1914,0,"98002",47.3109,-122.229,1070,4804 +"2310000430","20150507T000000",284000,3,2.25,1580,7034,"1",0,0,4,7,1180,400,1989,0,"98038",47.3564,-122.04,1470,7358 +"8832900780","20141013T000000",480000,5,2,1760,21562,"1",0,1,3,8,1560,200,1959,0,"98028",47.7597,-122.263,2150,12676 +"8832900780","20150408T000000",647500,5,2,1760,21562,"1",0,1,3,8,1560,200,1959,0,"98028",47.7597,-122.263,2150,12676 +"3249500020","20150406T000000",625000,3,2.5,2750,35000,"2",0,0,3,9,2750,0,1993,0,"98077",47.75,-122.024,2780,35862 +"8651442810","20140710T000000",152000,3,1,920,4875,"1",0,0,4,7,920,0,1978,0,"98042",47.3623,-122.09,1160,4875 +"8564500020","20150127T000000",322000,3,1,960,10181,"1",0,0,3,7,960,0,1961,0,"98034",47.7231,-122.229,1740,10194 +"3019300050","20140731T000000",445000,3,1.75,1120,4000,"1",0,0,4,7,870,250,1916,0,"98107",47.6684,-122.368,1470,4000 +"2460900020","20140730T000000",595000,3,1,1560,3960,"1.5",0,0,4,7,1560,0,1907,0,"98144",47.5936,-122.301,1280,3960 +"2698200010","20150513T000000",165000,3,1,1380,7334,"1",0,0,3,7,980,400,1981,0,"98055",47.4339,-122.192,1910,7859 +"0104560010","20140610T000000",278500,4,2.5,1940,6206,"2",0,0,3,7,1940,0,1990,0,"98023",47.3063,-122.359,2060,7092 +"5710610430","20150313T000000",517500,3,1.75,1810,10625,"1",0,0,3,8,1370,440,1973,0,"98027",47.5322,-122.049,2140,10922 +"0034000005","20140618T000000",343566,2,1,1100,4200,"1",0,0,3,7,1100,0,1954,0,"98136",47.5312,-122.392,1240,4000 +"7349400420","20141105T000000",286285,4,2.25,1980,9714,"1",0,0,3,7,1170,810,1977,0,"98002",47.3207,-122.209,1610,9272 +"3298300130","20150206T000000",474905,4,1.5,1340,6200,"1",0,0,5,6,1340,0,1959,0,"98008",47.6214,-122.119,1210,7178 +"7312400080","20140714T000000",550000,3,1.75,1680,4800,"1",0,0,4,7,1400,280,1960,0,"98126",47.5535,-122.377,1540,5000 +"3356404198","20150129T000000",286000,4,2.5,2060,16000,"2",0,0,3,6,2060,0,1993,0,"98001",47.2849,-122.251,1530,8000 +"2344300122","20140808T000000",900000,3,3.25,2620,7215,"1",0,0,4,8,1770,850,1980,0,"98004",47.5836,-122.2,2180,8931 +"3904901330","20140820T000000",449950,3,2.25,1610,5159,"2",0,0,3,7,1610,0,1985,0,"98029",47.5675,-122.019,1610,5210 +"7524100280","20140612T000000",259000,4,1.5,1490,7560,"2",0,0,3,7,1490,0,1966,0,"98198",47.3684,-122.318,1490,7689 +"2473390440","20141202T000000",340000,3,2.25,1900,8125,"1",0,0,3,7,1540,360,1969,0,"98058",47.4564,-122.162,1480,8284 +"2215800050","20150415T000000",785000,4,2.5,3440,56192,"2",0,0,3,9,3440,0,1994,0,"98053",47.6969,-122.046,3150,44431 +"2769602475","20140509T000000",490000,2,1,1840,3300,"1.5",0,0,4,6,1130,710,1910,0,"98107",47.6757,-122.362,1320,4000 +"9183700470","20140527T000000",344950,4,2,2330,6250,"1",0,0,4,7,1400,930,1941,0,"98030",47.3782,-122.228,2050,9000 +"1337800284","20140827T000000",950000,3,2,2250,2975,"2",0,0,4,9,1880,370,1905,0,"98112",47.6289,-122.309,2690,4800 +"3867400130","20140709T000000",810000,4,1.75,2000,3988,"1",0,4,4,7,1000,1000,1958,0,"98116",47.5925,-122.391,1690,4144 +"7856410020","20150309T000000",998160,2,2.5,3010,16050,"1",0,3,4,9,1260,1750,1976,0,"98006",47.5643,-122.16,3010,11612 +"9477730080","20141210T000000",377000,3,1.75,1680,7389,"1",0,0,3,8,1150,530,1979,0,"98056",47.5199,-122.184,2100,10348 +"3300760020","20140826T000000",595000,3,2,1530,6773,"1",0,0,4,8,1530,0,1984,0,"98033",47.6653,-122.194,2240,7201 +"0148000440","20140818T000000",313300,2,1,970,4800,"1",0,0,3,6,970,0,1911,1940,"98116",47.5754,-122.414,1180,5900 +"1708400595","20140725T000000",360000,5,1.75,1550,5225,"1.5",0,0,4,7,1550,0,1941,0,"98108",47.554,-122.306,1220,5225 +"9264901680","20150323T000000",188000,3,1.75,1660,7350,"1",0,0,2,8,1660,0,1979,0,"98023",47.3118,-122.337,1840,7673 +"3226079091","20140912T000000",755000,3,2.5,3680,203860,"1.5",0,0,3,9,3680,0,1994,0,"98014",47.6903,-121.929,2410,144183 +"2877104175","20140910T000000",1.289e+006,5,3.5,3210,4060,"2",0,2,3,10,2290,920,1917,2003,"98117",47.6801,-122.357,1940,5000 +"8843900396","20140714T000000",455000,3,1,1480,13280,"2.5",0,0,3,6,1480,0,1940,0,"98027",47.5378,-122.043,1510,8723 +"1425059193","20141009T000000",817500,5,3.5,3600,9312,"2",0,3,3,10,2680,920,2005,0,"98052",47.6582,-122.122,3420,9860 +"5694000768","20140922T000000",550000,3,2.25,1700,1481,"3",0,0,3,8,1700,0,2002,0,"98103",47.6598,-122.349,1560,1350 +"8732190460","20150505T000000",260000,3,1.75,1680,8725,"1",0,0,3,8,1240,440,1978,0,"98023",47.3107,-122.397,2020,8352 +"0723099028","20140626T000000",320000,3,2,1550,34175,"1.5",0,0,3,7,1550,0,1999,0,"98045",47.4855,-121.698,2300,35174 +"4139480190","20140916T000000",1.153e+006,3,3.25,3780,10623,"1",0,1,3,11,2650,1130,1999,0,"98006",47.5506,-122.101,3850,11170 +"1133000050","20150420T000000",362000,4,2.5,2360,7370,"1",0,0,3,7,1460,900,1985,0,"98125",47.7201,-122.308,1590,9906 +"2770601462","20150423T000000",503500,3,2.5,1810,1750,"2",0,0,3,7,1350,460,1997,0,"98199",47.6513,-122.386,1640,1563 +"3630120480","20140602T000000",653000,3,2.5,2290,3475,"2",0,0,3,9,2290,0,2006,0,"98029",47.5551,-122.001,2340,3626 +"0624110050","20140604T000000",760000,4,2.75,3370,12447,"2",0,0,3,10,3370,0,1991,0,"98077",47.7309,-122.058,3700,13129 +"2301400655","20141125T000000",775000,4,1.75,2090,5050,"1",0,0,4,7,1090,1000,1916,0,"98117",47.6802,-122.358,1760,5000 +"7936500190","20141021T000000",1.339e+006,4,3.75,2130,34689,"1.5",1,4,3,9,2130,0,1955,0,"98136",47.5489,-122.398,3030,28598 +"0126039323","20150224T000000",417500,5,1.75,2060,10911,"1",0,0,4,7,1360,700,1954,0,"98177",47.7767,-122.365,2060,9688 +"9512500460","20140711T000000",525000,3,1.5,1560,9350,"1",0,0,4,7,1220,340,1969,0,"98052",47.6729,-122.148,1870,8671 +"7203601405","20150414T000000",217000,2,1,730,2400,"1",0,1,3,4,730,0,1934,0,"98198",47.35,-122.322,1220,4382 +"6204200170","20140709T000000",525000,4,2.75,2910,6308,"1",0,0,3,8,1640,1270,1985,0,"98011",47.7352,-122.201,1970,7127 +"5027800190","20150324T000000",442500,4,2.25,2490,8700,"1",0,0,3,7,1890,600,1976,0,"98155",47.7397,-122.324,1470,7975 +"2206500430","20140709T000000",525000,4,1.75,1710,10440,"1",0,0,4,7,1710,0,1955,0,"98006",47.5756,-122.158,1480,10440 +"9477001410","20150225T000000",425500,4,1.75,1520,10630,"1",0,0,4,7,1520,0,1967,0,"98034",47.7347,-122.193,1550,8039 +"2324079073","20140815T000000",710000,3,2.75,2930,218235,"2",0,2,3,8,2930,0,1990,0,"98024",47.5481,-121.886,2450,218235 +"2817210420","20141114T000000",545000,4,3,3160,10948,"1",0,3,3,8,1930,1230,1991,0,"98070",47.3733,-122.422,2380,13623 +"1402200440","20150212T000000",410000,5,2.75,2910,16410,"1.5",0,0,4,8,2910,0,1967,0,"98058",47.44,-122.145,1980,18000 +"1545808370","20150422T000000",245000,3,2.25,1700,8100,"1",0,0,3,7,1200,500,1980,0,"98038",47.3601,-122.046,1700,8100 +"7335400500","20140711T000000",194900,2,1,810,6697,"1",0,0,4,6,810,0,1923,0,"98002",47.3057,-122.216,1140,6695 +"1843130980","20140506T000000",284000,4,2.5,2000,5390,"2",0,0,3,7,2000,0,2003,0,"98042",47.3732,-122.129,2330,5390 +"9262800255","20140819T000000",280000,2,1.75,1894,52769,"1.5",0,0,4,6,1520,374,1936,0,"98001",47.3088,-122.273,1820,50529 +"8656800190","20141002T000000",280000,3,1.75,2080,87991,"1",0,0,3,6,1040,1040,1970,0,"98014",47.6724,-121.865,2080,84300 +"2113700235","20140512T000000",360000,4,2,1730,5500,"1",0,0,5,7,1010,720,1943,0,"98106",47.5304,-122.353,1080,4900 +"4235400255","20140905T000000",405000,2,1,720,4323,"1",0,0,3,6,720,0,1942,0,"98199",47.6604,-122.401,1460,3300 +"8691360380","20150414T000000",865000,4,2.5,3560,13981,"2",0,0,3,10,3560,0,2000,0,"98075",47.6002,-121.98,3840,13624 +"2205500080","20140610T000000",483300,4,2,1210,11100,"1",0,0,4,7,1210,0,1955,0,"98006",47.5747,-122.145,1280,11100 +"4137000250","20150318T000000",355000,4,2.5,2130,9268,"2",0,0,4,8,2130,0,1985,0,"98092",47.262,-122.22,2100,8400 +"2310010050","20150430T000000",274950,3,2.25,1570,8767,"1",0,0,3,7,1180,390,1990,0,"98038",47.3568,-122.038,1570,7434 +"1370802115","20141205T000000",1.925e+006,3,4.5,3950,6134,"2",0,3,3,11,2880,1070,1998,0,"98199",47.6413,-122.405,3050,5281 +"6117900010","20141231T000000",755000,3,3.25,3450,15586,"2",0,0,3,11,2690,760,1989,0,"98166",47.4294,-122.343,3560,15046 +"2626069030","20150209T000000",1.94e+006,4,5.75,7220,223462,"2",0,4,3,12,6220,1000,2000,0,"98053",47.7097,-122.013,2680,7593 +"9407102360","20140616T000000",309212,3,1.75,1150,9600,"1",0,0,3,7,1150,0,1979,0,"98045",47.4434,-121.774,1520,9976 +"0104510440","20140604T000000",219950,3,2.25,1500,7615,"1",0,0,3,7,1150,350,1984,0,"98023",47.3146,-122.351,1540,8649 +"7519000170","20140723T000000",690000,3,2.5,1300,5150,"1.5",0,0,4,7,1300,0,1920,0,"98117",47.6838,-122.362,1400,4017 +"2113700500","20141005T000000",250800,3,1.75,1290,4000,"1",0,0,3,6,1170,120,1943,0,"98106",47.5309,-122.354,1140,4000 +"1560930050","20150325T000000",557500,3,2,2510,35255,"1",0,2,3,9,2510,0,1994,0,"98038",47.4012,-122.025,3140,36450 +"9550204590","20140624T000000",941000,4,1.75,2320,3825,"1.5",0,0,5,8,1820,500,1926,0,"98105",47.6659,-122.327,1940,3825 +"4217402115","20150421T000000",3.65e+006,6,4.75,5480,19401,"1.5",1,4,5,11,3910,1570,1936,0,"98105",47.6515,-122.277,3510,15810 +"9412710440","20150422T000000",305000,4,2.75,2030,8600,"1",0,0,4,7,1230,800,1977,0,"98042",47.3942,-122.16,1810,8600 +"6043400006","20140729T000000",815000,4,1.5,2060,16110,"1",0,0,4,8,2060,0,1949,0,"98004",47.5983,-122.202,2060,16110 +"1024039049","20140512T000000",1.015e+006,3,2.5,2920,34527,"1",0,4,4,9,1800,1120,1954,1983,"98116",47.5799,-122.4,2480,7933 +"1250204835","20140908T000000",1.24e+006,4,3,3330,6990,"1.5",0,3,5,9,2330,1000,1928,0,"98144",47.5886,-122.287,2620,5310 +"6388920460","20141226T000000",535000,3,2.5,2110,8164,"2",0,0,3,9,2110,0,1990,0,"98056",47.5269,-122.171,2390,7499 +"1925059049","20140721T000000",775000,3,1,1175,10454,"1",0,0,4,6,1175,0,1949,0,"98004",47.6388,-122.218,2010,10800 +"7760400420","20140718T000000",255000,3,2,1590,8670,"1",0,0,3,7,1590,0,1994,0,"98042",47.3725,-122.073,1590,9253 +"6163901271","20140811T000000",327000,2,1,1070,9750,"1",0,0,3,7,1070,0,1947,0,"98155",47.7532,-122.318,1500,8775 +"5437200050","20141120T000000",560000,4,2,2720,8819,"2",0,3,3,8,2240,480,1976,0,"98003",47.338,-122.333,2960,9672 +"3885806565","20150130T000000",1.339e+006,4,3.5,2980,6349,"2",0,3,3,9,2980,0,1998,0,"98033",47.6819,-122.208,2870,6349 +"8651443190","20141204T000000",199500,3,1.75,1160,5200,"1",0,0,4,7,1160,0,1977,0,"98042",47.3643,-122.09,1470,5200 +"1722069145","20141223T000000",760000,4,2.5,3580,97574,"2",0,0,3,9,3580,0,2004,0,"98038",47.3901,-122.071,2510,27068 +"7883605985","20150330T000000",439000,3,2.25,3020,6000,"3",0,2,3,8,1980,1040,1994,0,"98108",47.5249,-122.319,1150,6000 +"4038700190","20140930T000000",527000,4,2.25,2380,5250,"1",0,0,4,7,1410,970,1961,0,"98008",47.6164,-122.115,2150,8560 +"8661000089","20140716T000000",199950,3,2.75,2270,13590,"1.5",0,0,4,6,1300,970,1948,0,"98022",47.2099,-122.001,1160,13545 +"2329800430","20150204T000000",254000,3,2.25,1660,8188,"2",0,0,4,7,1660,0,1988,0,"98042",47.3766,-122.115,1660,7000 +"6431500280","20150323T000000",393000,2,1,830,5000,"1",0,0,4,7,830,0,1921,0,"98103",47.6914,-122.352,1110,5000 +"6204430250","20141121T000000",585000,5,2.25,2480,12614,"1",0,0,4,8,1860,620,1979,0,"98011",47.7393,-122.2,2470,12392 +"4365200630","20140716T000000",450000,2,2,1900,7740,"1",0,0,4,7,1150,750,1923,0,"98126",47.5227,-122.372,1140,7740 +"3630120050","20140625T000000",565000,2,1.75,1670,4008,"1",0,0,3,9,1670,0,2005,0,"98029",47.5539,-122.001,2330,3752 +"7844200050","20140522T000000",330000,5,2.25,2000,7900,"1",0,0,4,7,1300,700,1986,0,"98188",47.4291,-122.292,2000,9132 +"1240700006","20150511T000000",870000,3,2,2320,65340,"1.5",0,0,3,9,2320,0,1992,0,"98074",47.6106,-122.055,3100,59603 +"8563000470","20140723T000000",585000,4,2.5,1860,8117,"1",0,0,4,8,1460,400,1966,0,"98008",47.6228,-122.104,2040,8199 +"3221069091","20141106T000000",500000,3,2.5,2110,208737,"2",0,3,3,9,2110,0,1977,0,"98092",47.2674,-122.072,2390,125017 +"8645530010","20140515T000000",225000,3,2,1400,7384,"1",0,0,3,7,1150,250,1979,0,"98058",47.4655,-122.174,1820,7992 +"8645530010","20150325T000000",295000,3,2,1400,7384,"1",0,0,3,7,1150,250,1979,0,"98058",47.4655,-122.174,1820,7992 +"2141300420","20140626T000000",775000,3,2.75,2850,14800,"1",0,0,4,9,1920,930,1976,0,"98006",47.559,-122.146,3300,10809 +"9407101900","20140717T000000",280000,3,1,1370,11050,"1",0,0,3,7,1370,0,1981,0,"98045",47.4485,-121.776,1520,10000 +"1931300425","20140908T000000",539000,3,2.5,2170,3200,"1.5",0,0,5,7,1280,890,1923,0,"98103",47.6543,-122.347,1180,1224 +"9290800050","20150324T000000",567500,3,1.75,2570,14033,"1",0,2,4,8,2570,0,1953,0,"98166",47.4335,-122.338,2550,16100 +"9421500010","20150205T000000",442500,4,2.25,1970,7902,"1",0,0,3,8,1310,660,1960,0,"98125",47.7249,-122.298,1860,8021 +"3333500151","20150507T000000",598200,5,3.75,2980,4635,"3",0,0,3,8,2980,0,1997,0,"98118",47.5508,-122.268,1100,5150 +"3759500006","20141014T000000",610000,4,2.5,2300,10843,"2",0,0,5,8,2300,0,1955,0,"98033",47.6988,-122.202,1780,10843 +"4221270290","20141121T000000",544900,3,2.5,1990,4936,"2",0,0,3,8,1990,0,2004,0,"98075",47.5911,-122.018,2250,4815 +"1775801405","20141216T000000",557500,4,2.5,2390,38258,"2",0,0,3,8,2390,0,2001,0,"98072",47.7433,-122.094,1960,17113 +"3575302575","20140811T000000",532500,3,2.5,2160,7500,"1",0,1,3,7,1430,730,1979,0,"98074",47.6188,-122.064,1560,7500 +"2581300010","20140609T000000",1.35e+006,4,3.25,3300,15907,"2",0,0,5,10,3300,0,1985,0,"98040",47.5413,-122.216,2740,11358 +"8805900080","20150430T000000",750000,3,2,1840,2825,"1",0,0,3,7,1040,800,1920,0,"98112",47.6428,-122.302,1820,3750 +"8121200460","20141119T000000",530000,3,2.5,2030,10958,"2",0,0,3,8,2030,0,1983,0,"98052",47.7251,-122.11,1960,10282 +"2461900609","20140717T000000",346100,3,2.5,1400,2036,"2",0,0,3,7,1400,0,2003,0,"98136",47.5516,-122.382,1500,2036 +"3298600440","20140810T000000",260000,4,2.25,2320,16800,"2",0,0,4,9,2320,0,1977,0,"98092",47.2959,-122.166,2700,15680 +"0643300010","20140829T000000",365000,3,1.75,1410,9150,"1",0,0,5,7,1410,0,1959,0,"98006",47.5683,-122.178,1800,9940 +"0224069102","20140908T000000",615000,3,2,1860,42800,"1",0,0,4,7,930,930,1983,0,"98075",47.5898,-122.004,1980,11250 +"8856960050","20140724T000000",318400,4,2.5,1820,6916,"2",0,0,3,7,1820,0,1994,0,"98038",47.3862,-122.029,1680,6995 +"4024101478","20150303T000000",498500,4,2.5,1910,7172,"2",0,0,3,8,1910,0,1993,0,"98155",47.7615,-122.309,1630,10127 +"1839910470","20150408T000000",450000,3,1.75,1540,7490,"1",0,0,5,7,1540,0,1971,0,"98034",47.7222,-122.177,1270,7350 +"3668000670","20150327T000000",200000,3,2,1430,7905,"1",0,0,4,7,1430,0,1988,0,"98092",47.2757,-122.145,1870,8400 +"1274500420","20140909T000000",234000,3,1,1010,8906,"1",0,0,5,7,1010,0,1968,0,"98042",47.3627,-122.108,1150,10414 +"8151600470","20140804T000000",121800,2,1,940,8384,"1",0,0,3,5,940,0,1947,0,"98146",47.5065,-122.364,1290,8384 +"0056000095","20140626T000000",805000,3,2.75,2600,5875,"1.5",0,2,5,8,1600,1000,1929,0,"98116",47.5773,-122.406,2260,5492 +"3432500980","20140708T000000",410000,4,2.25,2060,7283,"1",0,0,3,8,1220,840,1963,2013,"98155",47.7435,-122.317,1500,8134 +"7940700050","20150218T000000",475000,3,2.5,1920,4534,"2",0,0,3,8,1920,0,1986,0,"98034",47.7144,-122.204,1380,5100 +"1025039292","20141030T000000",1.3375e+006,4,2.5,2900,21074,"2",0,0,3,11,2900,0,1986,0,"98199",47.6696,-122.416,3390,20000 +"3438503140","20140918T000000",269000,1,1,1020,7920,"1",0,0,3,7,1020,0,1947,1983,"98106",47.5385,-122.355,1000,7168 +"7558750190","20140724T000000",573000,4,2.25,2150,9520,"2",0,0,4,8,2150,0,1979,0,"98052",47.6885,-122.113,2000,9520 +"3395040440","20150327T000000",330000,3,2.5,1660,2890,"2",0,0,3,7,1660,0,2001,0,"98108",47.5434,-122.293,1540,2890 +"4338800190","20140626T000000",252750,4,1,1230,7410,"1.5",0,0,3,7,1230,0,1944,0,"98166",47.4798,-122.344,1020,7648 +"8682290670","20150406T000000",745000,2,2.5,2170,7546,"1",0,0,3,8,2170,0,2007,0,"98053",47.7242,-122.032,2170,7083 +"5113260430","20150304T000000",280000,3,2,1280,7633,"1",0,0,3,7,1280,0,1991,0,"98038",47.3883,-122.05,1450,6783 +"0387000190","20150430T000000",535000,4,2.5,2240,6920,"1",0,0,5,8,1380,860,1974,0,"98146",47.5011,-122.375,1540,7000 +"6844703135","20150312T000000",580000,4,1.5,1780,5100,"1",0,0,3,7,1320,460,1953,0,"98115",47.6944,-122.288,1880,5100 +"8899000190","20141212T000000",301000,3,1.75,1840,7200,"1",0,0,4,7,1220,620,1968,0,"98055",47.456,-122.209,1770,8075 +"3275760190","20140624T000000",600000,4,1.75,1740,7700,"1",0,0,5,7,1740,0,1968,0,"98008",47.6259,-122.111,1740,8120 +"3438500924","20140811T000000",538900,5,3,3040,6604,"2",0,0,3,9,3040,0,2005,0,"98106",47.548,-122.356,1650,6825 +"5104530430","20150209T000000",366000,3,2.5,2370,4375,"2",0,0,3,8,2370,0,2006,0,"98038",47.354,-121.999,2380,4606 +"5468770250","20140819T000000",303000,4,2.5,2100,6783,"2",0,0,3,8,2100,0,2003,0,"98042",47.3504,-122.141,2100,6192 +"4318200440","20140522T000000",432000,3,2.25,1470,1578,"2",0,0,3,8,1090,380,2007,0,"98136",47.5388,-122.387,1470,1668 +"1721800190","20150409T000000",300000,2,1.5,1300,6120,"1",0,0,3,6,820,480,1945,0,"98146",47.5088,-122.338,1250,6120 +"1250202285","20141020T000000",908800,3,3,3420,7826,"2",0,0,4,8,2430,990,1939,0,"98144",47.5873,-122.29,980,6300 +"2767602945","20140625T000000",500000,3,1.5,1190,4750,"1",0,0,3,7,970,220,1940,0,"98107",47.6726,-122.386,1460,4750 +"0321049090","20140626T000000",254000,5,2,2080,16117,"1",0,0,5,7,1740,340,1959,0,"98001",47.3424,-122.289,1510,13068 +"4443801495","20140917T000000",470000,5,1.5,2180,4268,"1.5",0,0,4,7,1340,840,1924,0,"98117",47.6848,-122.389,1530,3880 +"3275750290","20150317T000000",480000,3,2,1460,7860,"1",0,0,5,7,1460,0,1967,0,"98008",47.6233,-122.108,1850,8148 +"2273600460","20150130T000000",536000,3,1.75,1530,8503,"1",0,0,4,7,1150,380,1983,0,"98033",47.6872,-122.185,1610,8549 +"8562720420","20150430T000000",1.349e+006,4,3.5,4740,8611,"2",0,3,3,11,3640,1100,2006,0,"98027",47.5375,-122.07,4042,8321 +"1330900250","20140515T000000",550000,3,2.25,1980,40887,"1",0,0,4,8,1980,0,1980,0,"98052",47.6478,-122.029,2460,35700 +"1099600250","20141202T000000",260000,3,1.75,1710,6400,"1",0,0,4,7,1240,470,1976,0,"98023",47.3036,-122.377,1600,6400 +"1445200190","20150424T000000",284900,2,1.5,1160,982,"2",0,0,3,7,890,270,2006,0,"98155",47.7675,-122.315,1160,1008 +"1929300052","20141029T000000",740000,3,2.5,2200,3000,"2",0,0,3,9,1530,670,2002,0,"98109",47.6451,-122.35,2200,3300 +"7626200280","20141002T000000",425000,2,1,1170,5000,"1",0,0,4,7,1030,140,1920,0,"98136",47.5449,-122.388,1170,5850 +"7211402115","20140902T000000",230000,3,1,1120,7500,"1",0,0,3,7,1120,0,1965,0,"98146",47.5112,-122.359,1120,5000 +"0324000280","20150413T000000",675000,3,1.5,1710,4000,"2",0,0,3,8,1710,0,1926,0,"98116",47.5714,-122.385,1910,4000 +"8091410080","20140729T000000",267500,3,1.75,1650,7807,"1",0,0,3,7,1650,0,1986,0,"98030",47.3514,-122.167,1810,8475 +"6616000010","20140825T000000",814000,4,2.5,2840,8820,"1",0,2,5,8,1420,1420,1952,0,"98118",47.5542,-122.265,2310,8750 +"1125069102","20150427T000000",1.25e+006,4,3,3310,217800,"1.5",0,0,3,9,3310,0,1989,0,"98053",47.6616,-121.999,2810,217800 +"6413600151","20140916T000000",460000,3,2,1860,7232,"1",0,0,3,7,1320,540,1985,0,"98125",47.7165,-122.319,1830,7220 +"2607720420","20150120T000000",445000,3,2.5,2250,9608,"2",0,0,3,8,2250,0,1994,0,"98045",47.4865,-121.802,2020,9834 +"1854900470","20140924T000000",715000,3,2.5,2890,7027,"2",0,0,3,8,2890,0,2004,0,"98074",47.6111,-122.009,2890,7197 +"8901000911","20150219T000000",425000,3,1.75,2120,5992,"1",0,0,3,7,1060,1060,1947,0,"98125",47.7083,-122.308,1840,11000 +"3709600190","20140715T000000",370000,4,2.5,2130,4750,"2",0,0,3,8,2130,0,2009,0,"98058",47.4324,-122.184,2130,4071 +"0537000255","20150429T000000",302000,2,1.75,1170,8200,"1",0,0,4,6,780,390,1937,0,"98003",47.3263,-122.305,1780,9020 +"4036800170","20140623T000000",453000,4,1.75,2120,7420,"1",0,0,4,7,1060,1060,1956,0,"98008",47.6019,-122.13,1540,7420 +"5127100190","20140520T000000",290000,3,1.75,1280,10716,"1",0,0,4,7,1280,0,1969,0,"98059",47.4755,-122.145,1440,9870 +"1762600190","20141229T000000",1.035e+006,4,2.5,3170,47502,"2",0,0,3,10,3170,0,1988,0,"98033",47.6495,-122.185,3190,35110 +"7796100080","20140520T000000",925000,4,2.25,2260,41984,"1",0,0,4,9,2260,0,1967,0,"98033",47.6622,-122.171,2650,37318 +"9465910190","20140529T000000",600000,3,1.75,2930,19876,"1",0,0,3,9,2030,900,1993,0,"98072",47.7443,-122.17,2740,11499 +"9284801845","20140805T000000",354000,3,1.5,1060,5750,"1",0,2,4,7,1060,0,1981,0,"98126",47.5512,-122.371,1060,5750 +"3210200373","20140617T000000",204950,4,1.75,1740,9344,"1",0,0,3,7,1180,560,1978,0,"98023",47.3196,-122.399,1440,12884 +"1854900430","20150422T000000",675000,4,2.5,2990,5400,"2",0,0,3,8,2990,0,2005,0,"98074",47.6122,-122.009,2890,6538 +"2944000050","20150422T000000",995000,4,3.25,3530,20012,"2",0,0,3,11,3530,0,1986,0,"98052",47.7193,-122.127,3850,20707 +"7971300020","20150331T000000",800000,5,2,2960,10960,"1",0,0,4,7,1500,1460,1957,0,"98005",47.6162,-122.174,2160,10960 +"1542800010","20140909T000000",472500,3,2.5,1650,3711,"2",0,0,3,8,1650,0,1996,0,"98052",47.6863,-122.093,1760,3762 +"1433500050","20141202T000000",549950,4,2.5,2720,13500,"1",0,0,3,8,1510,1210,1969,0,"98007",47.6191,-122.145,2510,12350 +"9482700080","20141013T000000",575575,3,1.75,1516,2897,"1",0,0,3,7,998,518,1925,0,"98103",47.6842,-122.341,2100,3854 +"3303870050","20150303T000000",545000,4,3.25,4386,12275,"1",0,0,3,10,2356,2030,2006,0,"98092",47.3329,-122.2,3060,10925 +"2071700010","20141119T000000",340000,3,2.25,2580,7434,"1",0,0,3,7,1630,950,1963,0,"98133",47.7446,-122.332,1920,7737 +"0421000430","20150331T000000",225000,3,1,960,5512,"1",0,0,4,6,960,0,1963,0,"98056",47.4944,-122.165,1090,5837 +"2787460430","20141028T000000",299950,2,1.75,1460,10506,"1",0,0,3,7,1460,0,1983,0,"98031",47.4048,-122.178,1460,8153 +"2436200185","20150223T000000",829900,4,3.5,3840,4000,"2",0,0,3,8,2640,1200,2001,0,"98105",47.6642,-122.291,1620,4000 +"9542830440","20150330T000000",340000,4,2.5,2090,4200,"2",0,0,3,7,2090,0,2007,0,"98038",47.3659,-122.017,2090,4200 +"0023500190","20141008T000000",515000,4,2.25,2470,7800,"1",0,0,3,8,1470,1000,1975,0,"98052",47.6913,-122.115,2050,8050 +"3905030190","20140711T000000",601000,4,2.5,2090,6906,"2",0,0,4,8,2090,0,1992,0,"98029",47.5718,-121.996,2090,6370 +"8079050010","20150504T000000",470000,3,2.5,2070,8581,"2",0,0,3,8,2070,0,1994,0,"98059",47.5101,-122.151,2440,7849 +"3172600095","20140708T000000",371500,3,1,1650,6400,"1",0,0,4,7,980,670,1954,0,"98106",47.52,-122.365,1230,6400 +"0126059242","20141119T000000",550000,3,1.75,1880,45738,"1",0,0,4,8,1410,470,1980,0,"98072",47.7662,-122.114,2340,38556 +"2944510080","20141214T000000",242550,4,2.5,2060,7720,"2",0,0,3,8,2060,0,1995,0,"98023",47.2956,-122.374,1630,7720 +"7019000050","20140506T000000",367500,3,1.5,1410,9647,"1",0,0,3,8,1410,0,1961,0,"98177",47.7608,-122.361,2090,9272 +"7212680460","20140924T000000",359000,4,3.5,2770,8763,"2",0,0,3,8,2100,670,1996,0,"98003",47.2625,-122.308,2030,7242 +"5706600170","20150311T000000",204900,3,2,1390,8245,"1",0,0,2,7,1390,0,1984,0,"98001",47.2669,-122.254,1260,8245 +"3322049005","20140930T000000",850000,4,2.75,5440,239580,"1",0,0,2,9,2720,2720,1969,0,"98001",47.354,-122.293,1970,40392 +"7338000950","20141021T000000",187000,3,1.5,1280,4452,"2",0,0,3,6,1280,0,1985,0,"98002",47.3344,-122.216,1070,4366 +"3323059027","20140528T000000",326000,3,2.75,1720,28000,"1",0,0,4,7,1720,0,1958,0,"98058",47.4375,-122.176,2000,41817 +"3323059027","20150225T000000",340000,3,2.75,1720,28000,"1",0,0,4,7,1720,0,1958,0,"98058",47.4375,-122.176,2000,41817 +"5502700005","20140625T000000",330000,6,2.25,3040,28535,"1",0,0,3,8,1890,1150,1951,0,"98030",47.3864,-122.223,1360,8250 +"7205930050","20150102T000000",782000,4,3.5,3780,7769,"2",0,0,3,9,3110,670,2001,0,"98052",47.691,-122.129,3310,7945 +"1853200190","20141103T000000",612000,4,2.5,2670,5974,"2",0,0,3,8,2670,0,1999,0,"98034",47.7122,-122.231,2140,5729 +"2697400020","20141031T000000",400000,3,2,1350,7216,"1",0,0,3,7,1350,0,1964,0,"98177",47.7616,-122.365,1920,7600 +"0226039316","20140603T000000",941500,5,3.5,3490,9680,"2",0,4,3,9,2460,1030,1980,0,"98177",47.7757,-122.391,3080,13489 +"3126049439","20150109T000000",313000,2,1.5,870,747,"2",0,0,3,8,800,70,2004,0,"98103",47.6967,-122.342,1710,1280 +"3491300052","20150409T000000",735000,4,2.25,2410,4250,"1.5",0,0,5,7,1460,950,1929,0,"98117",47.6849,-122.376,1360,5074 +"6662410020","20150319T000000",471000,3,1.75,1640,10123,"1",0,0,3,8,1340,300,1977,0,"98011",47.7698,-122.167,2210,10852 +"6139100086","20150224T000000",350000,3,1,1540,9800,"1",0,0,4,7,1540,0,1950,0,"98155",47.7604,-122.329,1560,9450 +"5710610670","20140723T000000",530000,4,2.5,2370,9601,"1",0,0,3,8,1570,800,1976,0,"98027",47.5327,-122.054,2550,10500 +"7503000020","20140507T000000",415000,4,3,1830,9548,"2",0,0,3,7,1830,0,1991,0,"98028",47.7379,-122.224,1740,9750 +"1795920440","20140621T000000",639500,4,2.25,2330,8994,"2",0,0,3,8,2330,0,1986,0,"98052",47.7264,-122.104,2330,8396 +"3570000130","20140611T000000",580379,4,2.75,2240,27820,"1.5",0,0,4,8,2240,0,1976,0,"98075",47.5936,-122.054,2330,20000 +"7853340430","20141119T000000",378000,2,2.5,1700,2513,"2",0,0,3,8,1700,0,2009,0,"98065",47.5163,-121.878,1760,2891 +"2473380010","20150115T000000",265000,3,2.25,1750,9298,"1",0,0,4,7,1410,340,1969,0,"98058",47.4579,-122.164,1720,7875 +"3306300630","20140924T000000",212000,3,1.75,1100,9750,"1",0,0,4,6,1100,0,1967,0,"98023",47.2955,-122.362,1100,9900 +"3222049120","20150123T000000",400000,4,3,2320,13068,"2",0,2,3,8,2320,0,1998,0,"98198",47.3497,-122.317,2220,25265 +"2425059173","20150206T000000",750000,4,2.5,2540,6491,"2",0,0,3,8,2540,0,1997,0,"98008",47.6363,-122.117,1990,8447 +"1196000007","20140505T000000",384900,5,2.5,3090,12750,"1",0,0,3,8,1750,1340,1968,0,"98023",47.3408,-122.335,1760,25919 +"8651402910","20140806T000000",176000,2,1,770,5200,"1",0,0,5,6,770,0,1969,0,"98042",47.3627,-122.087,1150,5330 +"3558000130","20140909T000000",350000,3,2.75,2370,4632,"2",0,0,3,7,2370,0,2002,0,"98038",47.3794,-122.022,2290,5012 +"3830210020","20140729T000000",168000,3,1,1200,7210,"1",0,0,4,6,1200,0,1977,0,"98030",47.3729,-122.183,1200,7650 +"7950302210","20141114T000000",358000,4,2,2200,3060,"1",0,0,3,7,1100,1100,1908,2000,"98118",47.565,-122.284,1410,5100 +"1774200190","20150428T000000",580000,3,2.75,2660,32757,"1",0,0,4,8,2660,0,1975,0,"98077",47.7649,-122.098,2720,35191 +"3715500170","20140623T000000",442500,3,1.75,1600,10280,"1",0,0,3,7,1050,550,1977,0,"98034",47.725,-122.174,1590,8100 +"2436700655","20150317T000000",515000,2,2.5,1330,1249,"3",0,0,3,8,1330,0,2004,0,"98105",47.6668,-122.285,1430,1328 +"5072100095","20141117T000000",554000,5,2.5,3440,12900,"1",0,2,4,8,1720,1720,1958,0,"98166",47.4426,-122.342,2100,10751 +"0305000170","20140610T000000",659000,3,2.5,2510,6320,"2",0,0,3,9,2510,0,1996,0,"98075",47.5868,-122.033,2518,5819 +"2570300130","20150317T000000",414999,4,2.5,2150,10098,"1",0,0,3,7,1090,1060,1963,0,"98034",47.7166,-122.201,1880,10000 +"0776600130","20140502T000000",275000,3,1.5,1180,10277,"1",0,0,3,6,1180,0,1983,0,"98045",47.488,-121.787,1680,11104 +"5379802181","20141119T000000",193000,2,1,680,8640,"1",0,0,4,5,680,0,1951,0,"98188",47.4559,-122.289,1320,13140 +"9558020380","20140820T000000",525000,4,2.5,2840,4750,"2",0,0,3,9,2840,0,2002,0,"98058",47.4511,-122.121,2460,4750 +"3396830020","20141009T000000",424000,3,2.5,1820,7500,"2",0,0,3,8,1820,0,1985,0,"98052",47.7155,-122.104,2040,8304 +"7519001825","20150108T000000",455000,2,1,1070,5150,"1",0,0,4,6,870,200,1908,0,"98117",47.6853,-122.366,1520,3860 +"2324039069","20140822T000000",463000,2,1,1250,5650,"2",0,1,4,7,1250,0,1943,0,"98126",47.5495,-122.377,1210,5650 +"1245500950","20150504T000000",1.1e+006,4,2.5,2190,6300,"1",0,3,3,7,1240,950,1960,0,"98033",47.6918,-122.216,2730,14659 +"5100404030","20141208T000000",523000,3,1.75,3000,5413,"2",0,0,4,8,1900,1100,1963,0,"98115",47.6962,-122.312,1550,5413 +"9542000050","20140808T000000",615000,4,1.75,2270,9830,"1",0,0,4,8,2270,0,1959,0,"98005",47.5999,-122.176,2540,11990 +"5608000630","20141103T000000",1.515e+006,4,4,4500,11795,"2",0,0,3,12,4500,0,1991,0,"98027",47.5533,-122.098,3930,11576 +"0475001235","20140808T000000",870000,5,4,3400,5000,"2",0,0,3,8,2320,1080,1900,2013,"98107",47.6655,-122.363,1910,5000 +"2725069150","20140817T000000",710000,3,2.5,2830,9680,"2",0,0,3,10,2830,0,1991,0,"98074",47.6249,-122.024,2970,8691 +"9202000080","20140707T000000",215000,3,1,960,9563,"1",0,0,5,7,960,0,1967,0,"98023",47.2864,-122.357,1280,9600 +"0225039049","20140908T000000",590000,2,1,1530,6450,"1",0,0,4,7,1530,0,1920,0,"98117",47.6833,-122.398,1530,5000 +"2212500430","20140814T000000",323000,5,2.5,2500,13034,"1",0,0,3,7,1300,1200,1962,0,"98092",47.3343,-122.194,2440,13300 +"2473100010","20140722T000000",279000,4,2,1560,7569,"1.5",0,0,4,7,1560,0,1966,0,"98058",47.4496,-122.155,1480,8755 +"2795000080","20140919T000000",535100,3,2.25,2070,7207,"1",0,0,3,8,1720,350,1973,0,"98177",47.7735,-122.371,2350,7980 +"9541800010","20141027T000000",830000,5,2.25,2710,19800,"1",0,0,5,9,1910,800,1959,0,"98005",47.5958,-122.175,2120,16400 +"2619920010","20140703T000000",815000,4,2.5,3150,4203,"2",0,0,3,9,3150,0,2002,0,"98033",47.688,-122.164,3150,5169 +"4046400010","20150309T000000",535900,3,2.25,1880,10880,"1",0,0,3,8,1480,400,1975,0,"98008",47.5937,-122.116,2120,10240 +"7642200095","20150309T000000",230000,3,1,1250,8800,"1",0,0,3,7,1250,0,1955,0,"98146",47.497,-122.357,1480,8200 +"8899000430","20150217T000000",325500,4,1.75,2290,8142,"1",0,0,4,7,1490,800,1969,0,"98055",47.4564,-122.211,1840,8142 +"8944750480","20150130T000000",359000,3,2.25,1990,4331,"2",0,0,3,7,1990,0,1997,0,"98056",47.4917,-122.167,1690,3688 +"7852020660","20140509T000000",505000,3,2.5,2100,5824,"2",0,2,3,8,2100,0,1999,0,"98065",47.5334,-121.867,1890,4140 +"7789000080","20140930T000000",253905,3,1,940,8400,"1",0,0,5,7,940,0,1958,0,"98056",47.5112,-122.167,950,8400 +"6413100122","20140711T000000",369950,3,1.75,1640,4860,"1",0,0,3,8,1200,440,1965,0,"98125",47.7125,-122.32,1480,7200 +"8856960280","20150121T000000",350000,3,2.25,1860,8378,"2",0,0,3,7,1860,0,1995,0,"98038",47.3875,-122.032,1870,8378 +"1868901190","20140807T000000",650000,4,2.25,2100,2500,"3",0,0,3,8,2100,0,2001,0,"98115",47.6726,-122.298,1660,4000 +"3123039136","20140825T000000",295000,3,1.75,1500,15246,"1",0,0,3,6,1500,0,1925,1998,"98070",47.4367,-122.463,1500,16988 +"3585300415","20150507T000000",620000,3,1.75,1680,28046,"1",0,3,3,8,1180,500,1948,0,"98177",47.7648,-122.37,2190,26308 +"2624089007","20150320T000000",1.998e+006,2,2.5,3900,920423,"2",0,0,3,12,3900,0,2009,0,"98065",47.5371,-121.756,2720,411962 +"4338800170","20140507T000000",246000,3,1,1400,7410,"1",0,0,3,6,1400,0,1944,0,"98166",47.4798,-122.343,1070,7410 +"4046501300","20140916T000000",430000,3,2.75,2600,12860,"1",0,0,3,7,1350,1250,1965,0,"98014",47.695,-121.918,2260,12954 +"3331001995","20150123T000000",509990,3,2,1440,4859,"2",0,0,2,6,1440,0,1921,0,"98118",47.5503,-122.285,1360,4558 +"0802000130","20141209T000000",490000,4,1.75,1870,9500,"1",0,0,4,7,1090,780,1962,0,"98033",47.7012,-122.187,2010,10000 +"2011400779","20141202T000000",385000,4,2.75,2960,10454,"1",0,1,3,8,2360,600,1979,0,"98198",47.4006,-122.322,1870,10500 +"8651610660","20150429T000000",769000,4,2.5,2440,6733,"2",0,0,3,9,2440,0,1999,0,"98074",47.6374,-122.064,2570,6496 +"1788900380","20150212T000000",185000,2,1,1122,9100,"1",0,0,4,6,1122,0,1960,0,"98023",47.328,-122.341,840,9344 +"2121000250","20140509T000000",303500,3,1.5,1060,10464,"1",0,0,4,7,1060,0,1973,0,"98034",47.7313,-122.229,1420,10464 +"2110900050","20150211T000000",468000,4,2.5,2150,8165,"1",0,0,3,8,1430,720,1957,0,"98177",47.773,-122.371,2360,7980 +"5469503280","20140721T000000",449950,4,2.5,3100,10000,"2",0,0,3,9,3100,0,1978,0,"98042",47.3741,-122.15,1850,9438 +"6300000364","20140616T000000",235000,2,1.5,880,1805,"2",0,0,3,7,880,0,1999,0,"98133",47.7064,-122.342,880,5060 +"2616800050","20141202T000000",520000,4,2.5,2490,34947,"2",0,0,3,9,2150,340,1985,0,"98027",47.4823,-122.031,2490,39639 +"1446400648","20141106T000000",203000,2,1,1080,9067,"1",0,0,3,6,1080,0,1951,0,"98168",47.4815,-122.331,1080,6647 +"4038700380","20140826T000000",657000,5,2.5,2530,10190,"1",0,0,4,7,1290,1240,1960,0,"98008",47.616,-122.115,2040,8560 +"9109000050","20140709T000000",275000,3,1,1200,7800,"1",0,0,4,7,1200,0,1954,0,"98126",47.5196,-122.371,1230,7070 +"9465910380","20141024T000000",540000,4,2.25,2850,7453,"2",0,0,3,9,2850,0,1991,0,"98072",47.7439,-122.174,2700,8468 +"1137400460","20140624T000000",455000,4,2.5,2950,4502,"2",0,0,3,7,2950,0,2005,0,"98059",47.5002,-122.151,2360,4502 +"2545700020","20141016T000000",458500,2,1.75,1160,6828,"1",0,0,3,7,860,300,1941,0,"98115",47.6937,-122.298,1250,6828 +"3260570290","20150424T000000",549900,4,3.5,3420,4751,"2",0,0,3,10,3420,0,2003,0,"98055",47.4734,-122.193,3490,5700 +"5652600185","20140502T000000",750000,3,1.75,2240,10578,"2",0,0,5,8,1550,690,1923,0,"98115",47.6954,-122.292,1570,10578 +"7347600507","20140623T000000",235000,4,1.75,1450,8891,"1.5",0,0,3,7,1180,270,1962,0,"98168",47.478,-122.278,1450,9013 +"1545802850","20140911T000000",286000,4,2.5,1820,7930,"2",0,0,5,7,1820,0,1989,0,"98038",47.359,-122.05,1490,7930 +"3126059027","20150318T000000",2.65e+006,4,3.5,4700,13730,"2",0,3,3,11,3500,1200,1958,1995,"98033",47.6899,-122.217,3210,15306 +"8087800430","20150210T000000",602000,4,1.75,2430,14000,"1",0,0,4,7,1580,850,1963,0,"98052",47.6554,-122.134,1910,8285 +"9547200460","20140820T000000",640000,3,1.5,1960,4080,"1.5",0,0,3,7,1960,0,1915,0,"98115",47.6768,-122.31,1880,4080 +"3826501060","20141009T000000",267000,3,1.75,1440,10920,"1",0,0,4,8,1440,0,1977,0,"98030",47.3812,-122.168,1720,8260 +"5406500430","20150421T000000",712000,4,2.5,2730,4385,"2",0,0,3,8,2730,0,2001,0,"98075",47.5975,-122.038,2670,4644 +"5417600130","20141010T000000",244500,2,1,910,9000,"1",0,0,3,5,910,0,1923,0,"98065",47.526,-121.81,1290,9000 +"5417600130","20150512T000000",301000,2,1,910,9000,"1",0,0,3,5,910,0,1923,0,"98065",47.526,-121.81,1290,9000 +"2138700345","20140818T000000",990000,4,2.5,2430,6325,"2",0,0,4,8,2020,410,1919,0,"98109",47.6413,-122.354,2340,4375 +"5611500170","20150422T000000",739999,4,2.75,3350,6500,"2",0,0,3,10,3350,0,1999,0,"98075",47.5838,-122.027,2960,6970 +"5700002125","20140610T000000",480000,4,1.75,2320,4322,"1",0,0,3,7,1140,1180,1910,0,"98144",47.5755,-122.289,1820,4322 +"1473200170","20140729T000000",305000,3,2.5,1260,1622,"3",0,0,3,8,1260,0,2009,0,"98133",47.7325,-122.343,1340,1188 +"2922702965","20150115T000000",703300,3,2,1980,3525,"1.5",0,0,4,8,1590,390,1932,0,"98117",47.6847,-122.368,1760,3760 +"7895500290","20150330T000000",265000,4,1.5,1580,8468,"2",0,0,4,7,1580,0,1971,0,"98001",47.3336,-122.281,1580,8260 +"7338200170","20150422T000000",600000,4,2.5,2710,35009,"2",0,2,3,9,2710,0,1992,0,"98045",47.4815,-121.714,2330,35040 +"6929603769","20140721T000000",253000,3,1,1400,9750,"1",0,0,3,7,1400,0,1968,1998,"98198",47.3862,-122.304,1640,8050 +"9429000170","20150326T000000",617950,4,2.5,2410,7950,"2",0,0,3,8,2410,0,1997,0,"98034",47.7185,-122.226,1920,7713 +"2114700190","20141212T000000",385000,4,3.25,1790,2460,"2",0,0,4,7,1100,690,2000,0,"98106",47.534,-122.346,1260,4040 +"0323049148","20141219T000000",319000,3,2,1640,9234,"1",0,0,5,7,1060,580,1967,0,"98118",47.5162,-122.274,2230,10354 +"4038700290","20150423T000000",696000,3,2.5,1670,8023,"1",0,0,5,7,1170,500,1960,0,"98008",47.615,-122.117,1960,8964 +"9284802045","20140630T000000",345000,2,1,970,5750,"1",0,0,4,6,970,0,1932,0,"98126",47.5518,-122.37,1650,8625 +"3188100007","20141022T000000",380000,3,2.5,1610,1778,"3",0,0,3,7,1610,0,2002,0,"98115",47.6902,-122.306,1120,2187 +"0001200019","20140508T000000",647500,4,1.75,2060,26036,"1",0,0,4,8,1160,900,1947,0,"98166",47.4444,-122.351,2590,21891 +"2616800480","20140925T000000",725000,3,2.5,3570,35271,"2",0,0,3,9,3570,0,1997,0,"98027",47.4782,-122.035,3510,37194 +"2310000380","20141219T000000",269950,3,1.75,1400,7735,"1",0,0,4,7,1400,0,1989,0,"98038",47.357,-122.04,1530,7754 +"4054560170","20140611T000000",875000,4,2.5,3470,32109,"2",0,0,3,10,3470,0,1995,0,"98077",47.7311,-122.036,3800,35181 +"7972601900","20140530T000000",299950,3,1,1210,9525,"1",0,0,3,7,1210,0,1955,0,"98106",47.5274,-122.345,1680,7620 +"3391500050","20140703T000000",1.875e+006,4,3.25,3930,10929,"2",0,0,3,10,3930,0,2006,0,"98004",47.6259,-122.194,1780,9999 +"8132700190","20140602T000000",430000,2,1,990,4802,"1",0,0,3,7,990,0,1947,0,"98117",47.6876,-122.395,1180,5000 +"3904990430","20150129T000000",495000,5,2.5,2200,4942,"2",0,0,3,8,2200,0,1989,0,"98029",47.5772,-122.001,2200,5924 +"5469700052","20141113T000000",275000,3,1.5,1510,16200,"1",0,0,3,7,1510,0,1970,0,"98031",47.3926,-122.167,1650,13950 +"4006000509","20140916T000000",333000,3,1,1620,5040,"1",0,0,3,7,1120,500,1964,0,"98118",47.5263,-122.286,1790,6178 +"9269750460","20140519T000000",247000,3,2.25,1580,7941,"2",0,0,4,7,1580,0,1986,0,"98023",47.2843,-122.357,1730,8051 +"2721059173","20150309T000000",204555,3,1.75,1260,15000,"1.5",0,0,4,7,1260,0,1983,0,"98092",47.2737,-122.153,2400,21715 +"3981200660","20140715T000000",432000,3,2,2190,13673,"1",0,0,4,9,2190,0,1994,0,"98042",47.3542,-122.098,2770,13804 +"4012800050","20140521T000000",175000,3,1.75,1230,13056,"1",0,0,4,7,1230,0,1962,0,"98001",47.3171,-122.279,1690,15750 +"3275750050","20150320T000000",556300,4,2.5,2030,7140,"1",0,0,4,7,1400,630,1968,0,"98008",47.6244,-122.109,1800,7565 +"8572900275","20140625T000000",286000,2,1,780,3475,"1",0,0,4,5,780,0,1930,0,"98045",47.4944,-121.789,1210,6769 +"0993000950","20140906T000000",320000,2,1.5,1110,1200,"3",0,0,3,8,1110,0,2000,0,"98103",47.6931,-122.342,1110,1363 +"0426069099","20150420T000000",815000,3,2.5,2790,53143,"2",0,0,4,9,2790,0,1991,0,"98077",47.7687,-122.036,2740,47916 +"3276180020","20150327T000000",385000,4,1.75,1660,10757,"1",0,0,3,7,1000,660,1980,0,"98056",47.5071,-122.194,1880,8319 +"5700001640","20140508T000000",1.039e+006,4,1,3410,5000,"2",0,0,5,8,2190,1220,1910,0,"98144",47.5807,-122.291,2550,5000 +"9264940130","20141028T000000",350000,4,2.25,2390,13002,"2",0,0,3,8,2390,0,1987,0,"98023",47.3111,-122.35,2450,11200 +"7300400670","20140729T000000",277000,4,2.5,1850,5880,"2",0,0,3,8,1850,0,1998,0,"98092",47.3322,-122.173,2370,6500 +"4112100101","20150219T000000",415000,6,2,2500,5200,"1",0,0,3,8,1250,1250,1966,0,"98118",47.5517,-122.268,1800,5200 +"6163901381","20141204T000000",295000,3,1,1000,8320,"1",0,0,5,6,1000,0,1951,0,"98155",47.7548,-122.316,1090,8450 +"7603100020","20140805T000000",969000,4,2,2450,5000,"2",0,4,5,8,2200,250,1919,0,"98116",47.5619,-122.405,2360,6090 +"4302200415","20141104T000000",339888,4,1.75,1440,6144,"1",0,0,5,6,720,720,1947,0,"98106",47.5257,-122.357,960,5160 +"3876760430","20140822T000000",269950,3,2.25,1660,7003,"2",0,0,3,7,1660,0,1996,0,"98030",47.3599,-122.188,1840,6680 +"3754501235","20141001T000000",1.185e+006,3,2.5,2510,4600,"2",0,2,3,10,2510,0,2006,0,"98034",47.7051,-122.223,2560,7500 +"8691330500","20141216T000000",780000,4,2.5,3090,12511,"2",0,0,4,10,3090,0,1998,0,"98075",47.5932,-121.983,3100,10882 +"8651401680","20150408T000000",198000,3,1,860,5185,"1",0,0,4,6,860,0,1968,0,"98042",47.3634,-122.086,1120,5494 +"8011100050","20150508T000000",350000,2,1,1220,28703,"1",0,0,4,7,1220,0,1953,0,"98056",47.4952,-122.172,2740,6720 +"3768000280","20141201T000000",350000,3,1,1010,7680,"1",0,0,4,7,1010,0,1967,0,"98034",47.732,-122.231,1320,7373 +"1321710460","20141206T000000",319000,4,2.25,2390,7350,"2",0,0,3,8,2390,0,1990,0,"98023",47.2938,-122.348,2390,7350 +"8731981680","20140908T000000",311000,4,2.25,3340,8000,"2",0,0,4,8,3340,0,1973,0,"98023",47.317,-122.385,2230,8000 +"7714000250","20141018T000000",394000,5,3.25,3620,4650,"2",0,0,3,8,2790,830,2004,0,"98038",47.3552,-122.026,2850,4650 +"1336800010","20140613T000000",1.335e+006,5,2.25,4200,5800,"2.5",0,0,4,9,2910,1290,1906,0,"98112",47.6284,-122.312,3060,5800 +"5442300807","20140624T000000",2.7e+006,5,2.75,3831,13800,"2",1,4,3,9,3831,0,1959,1980,"98040",47.5919,-122.251,3850,36563 +"6190701112","20141125T000000",396000,3,1,1980,9540,"1",0,0,3,7,1080,900,1949,0,"98133",47.7551,-122.353,1680,9529 +"2680700280","20150402T000000",809000,4,1.75,1790,8372,"1",0,0,4,8,1340,450,1976,0,"98033",47.6605,-122.189,2180,10500 +"1025059181","20140722T000000",480000,3,2,1580,7400,"1",0,0,3,7,1050,530,1977,0,"98052",47.6715,-122.162,1560,7458 +"3856900005","20140909T000000",535000,6,1.75,2460,6000,"1",0,0,4,7,1230,1230,1913,0,"98115",47.6721,-122.323,1560,4275 +"4302700425","20150213T000000",425000,5,2.75,2110,5120,"2",0,0,3,7,1870,240,1947,1983,"98106",47.5294,-122.357,1580,5120 +"6824100005","20140801T000000",408000,3,2.5,1470,1204,"3",0,0,3,8,1470,0,2006,0,"98117",47.6998,-122.366,1460,1245 +"3625600190","20150409T000000",1.255e+006,4,2.5,3510,13100,"2",0,0,4,10,3510,0,1966,0,"98040",47.5306,-122.227,3230,12745 +"7588700177","20150420T000000",310000,1,0.75,520,2885,"1",0,0,4,6,520,0,1947,0,"98117",47.6886,-122.378,980,4241 +"3303950080","20141103T000000",292000,3,2.5,1950,7421,"2",0,0,3,8,1950,0,1996,0,"98038",47.3842,-122.036,2200,4668 +"0985000950","20150227T000000",217000,2,1,770,9715,"1",0,0,4,6,770,0,1942,0,"98168",47.4924,-122.312,1140,9715 +"8011100005","20150127T000000",398500,4,2.5,2250,6064,"2",0,0,3,8,2250,0,2005,0,"98056",47.4956,-122.174,1520,7840 +"5316100980","20150326T000000",2.25e+006,3,3,4040,7200,"1.5",0,2,4,9,3340,700,1930,0,"98112",47.6288,-122.284,3450,10800 +"6819100345","20150325T000000",700000,4,1.75,2360,6000,"1",0,0,3,7,1280,1080,1955,0,"98109",47.6465,-122.357,1700,3460 +"3276930420","20140912T000000",585000,4,2.5,2330,45860,"2",0,0,3,9,2330,0,1989,0,"98075",47.5842,-121.992,2930,5020 +"6648900005","20141008T000000",399950,3,1,1720,8910,"1",0,0,4,7,1720,0,1954,0,"98155",47.7736,-122.296,1870,8640 +"6083000050","20140613T000000",235000,3,1.75,1900,8540,"1",0,0,3,6,950,950,1980,0,"98168",47.4868,-122.303,1370,10204 +"1180008315","20140715T000000",212000,3,1,1040,6800,"1",0,0,5,6,1040,0,1951,0,"98178",47.492,-122.224,1430,6080 +"8651510380","20140821T000000",310000,3,2,2070,9195,"1",0,0,3,8,1220,850,1982,0,"98074",47.6491,-122.061,2080,9551 +"8651510380","20141216T000000",539000,3,2,2070,9195,"1",0,0,3,8,1220,850,1982,0,"98074",47.6491,-122.061,2080,9551 +"9826701794","20141205T000000",390000,3,3,1550,1608,"2",0,0,3,8,1280,270,2001,0,"98122",47.6042,-122.303,1940,1883 +"2790400380","20141201T000000",560000,3,2.5,2020,11935,"1",0,0,4,9,2020,0,1976,0,"98052",47.632,-122.092,2410,12350 +"6979940050","20140916T000000",800000,5,2.5,3320,9024,"2",0,0,3,9,3320,0,1999,0,"98075",47.5865,-122.056,3320,7665 +"1727001300","20140609T000000",1.9e+006,4,3.25,4130,112521,"2",0,0,3,11,4130,0,1978,0,"98005",47.6392,-122.165,3140,26147 +"0686100380","20141027T000000",472000,5,2,2030,9804,"1",0,0,3,7,1110,920,1963,0,"98008",47.6297,-122.114,1930,7990 +"4037400280","20140923T000000",502550,3,1.75,1770,7875,"1",0,0,4,7,1170,600,1958,0,"98008",47.606,-122.125,1670,8000 +"8691400010","20150327T000000",830000,4,3.25,3330,7809,"2",0,0,3,9,3330,0,2004,0,"98075",47.5977,-121.976,3100,6465 +"1450300050","20140723T000000",224950,4,2.5,2260,9686,"1",0,0,4,7,1520,740,1965,0,"98002",47.286,-122.218,1750,9916 +"4024101440","20140618T000000",375000,3,2.5,1950,6871,"2",0,0,3,8,1950,0,1997,0,"98155",47.7603,-122.307,1950,7663 +"0624100010","20141208T000000",645000,3,2.5,2930,19900,"1.5",0,0,3,9,2930,0,1983,0,"98077",47.7234,-122.066,3160,20492 +"9523102580","20140523T000000",599000,3,2.75,1960,2500,"1.5",0,0,5,7,1410,550,1926,0,"98103",47.6744,-122.353,2040,5000 +"7429000130","20150509T000000",515000,4,2.5,2980,12534,"2",0,0,3,9,2980,0,1996,0,"98031",47.3999,-122.211,2630,12534 +"7335400345","20140528T000000",135000,2,1,780,6685,"1",0,0,4,5,780,0,1948,0,"98002",47.305,-122.215,880,6695 +"7215721330","20141023T000000",485000,3,2.5,1650,4218,"2",0,0,3,8,1650,0,2000,0,"98075",47.5998,-122.016,1650,4559 +"3117100130","20140714T000000",890000,3,3.25,4030,12765,"2",0,0,4,9,2800,1230,1975,0,"98005",47.6331,-122.166,2670,13447 +"2868900020","20150408T000000",215000,3,1,1010,10125,"1",0,0,4,7,1010,0,1972,0,"98042",47.3423,-122.088,1230,10125 +"5703500130","20141217T000000",299500,3,1,1190,9600,"1",0,0,3,7,1190,0,1981,0,"98045",47.4805,-121.762,1360,10140 +"3025059136","20140813T000000",800000,2,1,1050,8750,"1",0,0,4,7,1050,0,1951,0,"98004",47.6294,-122.215,3360,20115 +"6679000130","20150209T000000",275000,3,2.5,1560,4244,"2",0,0,3,7,1560,0,2002,0,"98038",47.3834,-122.027,1670,4251 +"4222500020","20150219T000000",256400,3,1.5,1490,7800,"1",0,0,3,7,1010,480,1963,0,"98003",47.3431,-122.304,1570,7800 +"3997500130","20150224T000000",310000,2,1,770,8149,"1",0,0,4,6,770,0,1948,0,"98155",47.7439,-122.301,820,8149 +"9834201205","20150304T000000",385000,1,1,620,5100,"1",0,0,3,6,620,0,1954,0,"98144",47.5699,-122.287,1540,2676 +"0806000020","20150310T000000",203000,3,1.5,1200,9120,"1",0,0,3,7,1000,200,1963,0,"98055",47.4545,-122.187,1640,9200 +"0507100005","20150310T000000",285000,4,2,2120,6865,"1",0,0,3,7,1060,1060,1954,0,"98133",47.7775,-122.337,1460,7780 +"8635760480","20150127T000000",473975,3,2.5,2330,3610,"2",0,0,3,8,2330,0,1999,0,"98074",47.6022,-122.021,1830,2948 +"1328330190","20140714T000000",320000,3,1.75,2000,9760,"1",0,0,4,8,1400,600,1978,0,"98058",47.4417,-122.134,1890,8089 +"2919702040","20140612T000000",599000,5,2.75,2820,4608,"1",0,0,3,7,1450,1370,1967,0,"98117",47.6886,-122.361,1620,3840 +"3095000095","20140714T000000",580000,3,2,2040,4800,"1",0,0,4,7,1020,1020,1925,0,"98126",47.5561,-122.377,1640,4800 +"0304100010","20141209T000000",269500,4,2.25,1700,7056,"2",0,0,3,7,1700,0,1999,0,"98001",47.3385,-122.262,1650,6025 +"0617000089","20141117T000000",274000,2,1,820,6200,"1",0,0,4,6,820,0,1954,0,"98166",47.4163,-122.34,1410,14000 +"3582750280","20150326T000000",347000,2,1.75,1315,2162,"2",0,0,4,8,1315,0,1974,0,"98028",47.752,-122.253,1640,2128 +"3438500430","20140521T000000",270000,3,1.75,1390,10905,"1",0,0,3,6,860,530,1957,0,"98106",47.5517,-122.36,1390,10839 +"8964800225","20150303T000000",1.43e+006,3,2,1890,12017,"1",0,2,3,8,1890,0,1949,0,"98004",47.6203,-122.21,2000,12210 +"2013801350","20150220T000000",220000,3,1.75,1460,7226,"1",0,0,3,7,1460,0,1993,0,"98198",47.3839,-122.321,1760,7226 +"1320069163","20150304T000000",243000,3,1,1480,15416,"1",0,2,4,8,1480,0,1955,0,"98022",47.2142,-121.987,1190,10758 +"7549800168","20140527T000000",457500,3,1.75,1840,4030,"1",0,0,5,7,1050,790,1925,0,"98108",47.5549,-122.311,1840,5040 +"3226049466","20141219T000000",340000,2,1.75,1880,7208,"1",0,0,3,7,940,940,1951,0,"98115",47.6946,-122.328,1880,8051 +"9822700285","20140918T000000",657500,4,1.5,1910,5000,"1.5",0,0,3,7,1610,300,1912,0,"98105",47.6597,-122.29,2170,5000 +"0538000250","20150112T000000",332500,4,2.5,2220,4720,"2",0,0,3,7,2220,0,1998,0,"98038",47.3541,-122.024,2090,4717 +"5702450250","20140717T000000",340000,3,2,1410,10015,"1",0,3,3,6,1410,0,1993,0,"98045",47.4948,-121.776,1570,10485 +"8835900086","20140902T000000",350000,4,3,3380,16133,"1",0,1,3,8,2330,1050,1959,0,"98118",47.5501,-122.261,2500,11100 +"3333002302","20150213T000000",428000,4,2.5,1950,5602,"1",0,0,5,7,1120,830,1966,0,"98118",47.5437,-122.291,2000,6050 +"7787120500","20150504T000000",515055,4,2.5,2400,8320,"2",0,0,3,8,2400,0,1999,0,"98045",47.4808,-121.781,2430,9258 +"8563010420","20150204T000000",450000,3,1.75,1560,8968,"1",0,0,4,8,1560,0,1972,0,"98008",47.6243,-122.1,1990,8034 +"3361400190","20150226T000000",190000,3,1,1040,8910,"1",0,0,3,6,1040,0,1943,0,"98168",47.5024,-122.32,1330,9720 +"1024039001","20140717T000000",1e+006,4,2.75,3090,16538,"3",0,0,4,8,2590,500,1919,1987,"98116",47.5803,-122.403,1500,5130 +"6806100420","20141119T000000",299000,3,2.5,1850,4600,"2",0,0,3,7,1850,0,2005,0,"98058",47.4661,-122.145,2160,4751 +"3204300225","20141103T000000",508000,2,1,1200,2500,"2",0,2,3,7,1090,110,1927,0,"98112",47.6304,-122.301,2690,4800 +"8857640420","20141001T000000",294000,4,2.25,2190,3746,"2",0,0,3,8,2190,0,2005,0,"98038",47.3896,-122.034,2200,3591 +"4443800130","20141024T000000",320000,2,1,1380,5820,"1",0,0,3,7,1380,0,1918,1976,"98117",47.6875,-122.392,1540,4076 +"3449800290","20150406T000000",641000,5,2.75,3710,8674,"2",0,0,3,9,3710,0,1996,0,"98056",47.514,-122.176,3250,8678 +"2426059071","20141021T000000",675000,3,2.5,2320,98445,"1",0,0,4,8,1380,940,1978,0,"98072",47.7323,-122.116,2830,54014 +"2618300190","20141224T000000",255000,3,1.5,1110,10296,"1",0,0,5,7,1110,0,1964,0,"98042",47.422,-122.153,1330,10296 +"6181400920","20150430T000000",286651,3,2.5,1830,4997,"2",0,0,3,7,1830,0,2004,0,"98001",47.3035,-122.283,2488,4998 +"0424069150","20150213T000000",607500,4,2.5,2460,45738,"1",0,0,4,8,1650,810,1969,0,"98075",47.5952,-122.056,2550,32040 +"0856000255","20150203T000000",765000,3,1,1270,6500,"1",0,0,4,7,1270,0,1956,0,"98033",47.6874,-122.214,2260,7200 +"1841500050","20141020T000000",334950,4,1.75,1700,40973,"1",0,0,3,8,1700,0,1961,0,"98031",47.3439,-122.198,2760,40973 +"3226059071","20140819T000000",426000,3,1,1130,9147,"1",0,0,5,7,1130,0,1952,0,"98033",47.7006,-122.197,1930,9906 +"0524059093","20140825T000000",775000,3,1.75,1640,18730,"1.5",0,0,4,7,1640,0,1946,0,"98004",47.5975,-122.196,1670,12154 +"1568100225","20141204T000000",343000,2,1.5,1040,8526,"1",0,0,5,6,1040,0,1953,0,"98155",47.7349,-122.295,1310,8504 +"4027700726","20140908T000000",470101,4,2.5,2320,7800,"2",0,0,3,8,2320,0,1986,0,"98028",47.7738,-122.266,2090,5721 +"5198600005","20150505T000000",195000,3,1.5,1200,7800,"1",0,0,4,7,1200,0,1958,0,"98002",47.3137,-122.212,1390,8415 +"7677300010","20150303T000000",772500,4,1,1720,4410,"1.5",0,2,3,7,1720,0,1928,0,"98117",47.6791,-122.402,2140,4500 +"7979900006","20140625T000000",450000,3,1.5,2330,11740,"1",0,0,3,8,1330,1000,1954,0,"98155",47.7481,-122.292,2630,11740 +"1102000527","20140902T000000",1.4375e+006,4,3.75,4410,9231,"3",0,3,3,11,4410,0,2001,0,"98118",47.5427,-122.265,2160,6600 +"1115800440","20140918T000000",525000,4,1.75,1650,8560,"1",0,0,3,8,1650,0,1970,0,"98052",47.6652,-122.146,1700,8560 +"9407110680","20141008T000000",280000,3,1.5,1370,11400,"2",0,0,3,7,1370,0,1980,0,"98045",47.4477,-121.77,1390,9600 +"6084601060","20140718T000000",270000,3,2.5,1770,8640,"1",0,0,3,7,1420,350,1986,0,"98001",47.326,-122.273,1894,7974 +"0993001330","20140505T000000",406100,3,2.25,1410,1332,"3",0,0,3,8,1410,0,2005,0,"98103",47.6916,-122.34,1430,1448 +"2475200290","20141020T000000",332544,2,1.75,1710,4187,"1",0,0,3,7,1710,0,1987,0,"98055",47.4732,-122.188,1760,4084 +"5381000048","20150427T000000",110000,2,1,790,8250,"1",0,0,3,6,790,0,1947,0,"98188",47.4523,-122.286,900,8250 +"5605000595","20141209T000000",685000,6,2.25,2770,5854,"1.5",0,0,3,8,2120,650,1921,0,"98112",47.6466,-122.304,2300,5450 +"1124000050","20140729T000000",461000,4,1,1260,8505,"1.5",0,0,5,7,1260,0,1951,0,"98177",47.7181,-122.371,1480,8100 +"3558900430","20150414T000000",615000,3,2.25,2300,8067,"1",0,0,4,8,1300,1000,1979,0,"98034",47.7091,-122.198,2120,9524 +"2708100130","20150503T000000",550000,2,1,1070,3000,"1",0,0,4,7,870,200,1926,0,"98103",47.6828,-122.353,1890,3300 +"1236300290","20141022T000000",1.06e+006,4,3.5,3850,8100,"2",0,1,3,11,2430,1420,1995,0,"98033",47.6855,-122.19,2620,9346 +"0525069099","20141022T000000",685000,3,2.5,2320,219978,"2",0,0,4,8,2320,0,1993,0,"98053",47.6847,-122.064,2340,88862 +"3262300235","20141126T000000",1.555e+006,5,2.5,2870,16238,"2",0,0,4,8,2870,0,1962,0,"98039",47.6308,-122.238,2870,16238 +"5104510130","20140603T000000",312000,4,2.5,1830,5175,"2",0,0,3,7,1830,0,2003,0,"98038",47.3565,-122.016,1830,5175 +"7197350050","20140701T000000",507500,3,1.75,1990,9594,"1",0,0,3,8,1190,800,1977,0,"98052",47.6617,-122.137,1930,9765 +"2822049148","20140918T000000",217000,3,1,1110,9827,"1",0,0,3,7,1110,0,1966,0,"98198",47.369,-122.311,1540,10187 +"7558300170","20141212T000000",439000,3,2.25,1830,13477,"1",0,3,4,7,1170,660,1981,0,"98034",47.7243,-122.21,1960,11344 +"7852190050","20140626T000000",620000,6,3.5,3600,6875,"2",0,0,3,8,2740,860,2004,0,"98065",47.5401,-121.879,3150,6663 +"1277000020","20140812T000000",915000,4,2.5,3210,8532,"2",0,0,3,10,3210,0,1998,0,"98007",47.625,-122.144,2950,6753 +"0567000660","20141204T000000",425000,4,2,1490,5300,"1",0,0,3,7,1110,380,1977,0,"98144",47.5949,-122.296,1330,1499 +"9214400396","20150227T000000",435000,2,1,990,5643,"1",0,0,3,7,870,120,1947,0,"98115",47.6802,-122.298,1280,5700 +"9406520290","20141229T000000",305000,3,2.25,1646,12414,"2",0,0,3,7,1646,0,1996,0,"98038",47.363,-122.035,1654,8734 +"2112700895","20150326T000000",276000,2,1,720,4000,"1",0,0,3,6,720,0,1918,0,"98106",47.5346,-122.353,1630,4000 +"2474400250","20140630T000000",327500,3,2.25,2310,7200,"2",0,0,3,8,2310,0,1990,0,"98031",47.4051,-122.193,1960,7201 +"3889100029","20140617T000000",810000,3,2.5,2670,10481,"2",0,0,3,9,2670,0,2003,0,"98033",47.6673,-122.176,2620,8895 +"0011501310","20141121T000000",715000,3,3.25,3060,9055,"2",0,0,3,10,2460,600,1994,0,"98052",47.6971,-122.101,2990,9598 +"5672000020","20140805T000000",272000,3,1.5,1380,11760,"1",0,0,4,7,1380,0,1963,0,"98055",47.4243,-122.202,1650,9855 +"6668900005","20150421T000000",266000,2,1,700,5559,"1",0,0,5,6,700,0,1949,0,"98155",47.7492,-122.311,1230,8100 +"2346800005","20150427T000000",543000,3,1.5,1710,8364,"2",0,2,3,7,1710,0,1944,0,"98136",47.5175,-122.393,2430,9040 +"2872900050","20141007T000000",400000,3,2.5,1450,8064,"1",0,0,3,8,1450,0,1984,0,"98074",47.6256,-122.037,1710,9554 +"4040600190","20140806T000000",509500,5,2.25,2060,9000,"1",0,0,4,7,1320,740,1961,0,"98007",47.6122,-122.137,2050,8800 +"7129301578","20140521T000000",495000,3,3.5,2380,6250,"2",0,3,3,8,1670,710,1997,0,"98118",47.5137,-122.252,2540,4010 +"3955900500","20150313T000000",424950,4,2.5,2760,5564,"2",0,0,3,7,2760,0,2001,0,"98056",47.4814,-122.189,2670,5626 +"7788400170","20140926T000000",230000,3,1,940,10875,"1",0,0,3,7,940,0,1957,0,"98056",47.5121,-122.168,1250,11200 +"3831000010","20140806T000000",235000,4,1.5,1760,6150,"1.5",0,0,3,7,1760,0,1951,0,"98031",47.3871,-122.224,1760,8276 +"3885803895","20150309T000000",763000,3,2,1360,8752,"1",0,2,4,6,1360,0,1942,0,"98033",47.6879,-122.208,2530,7680 +"3810000480","20140919T000000",350000,3,1.75,2010,6150,"2",0,0,5,7,2010,0,1939,0,"98178",47.4975,-122.231,1770,7380 +"6169901197","20141126T000000",900000,3,1.5,2160,2260,"2",0,2,5,8,1620,540,1917,0,"98119",47.6321,-122.371,2570,2400 +"6882520050","20141007T000000",250000,3,1,930,6060,"1",0,0,4,6,930,0,1973,0,"98118",47.5289,-122.28,1640,6364 +"2608300103","20150126T000000",225000,3,2.5,1020,2040,"2",0,0,3,7,720,300,2004,0,"98106",47.5294,-122.361,1060,1478 +"3530400080","20141226T000000",255000,2,2,1360,5433,"1",0,0,3,8,1360,0,1974,2003,"98198",47.3804,-122.32,1160,5264 +"1099760470","20140604T000000",161700,4,1.75,1720,7200,"1",0,0,3,7,1220,500,1974,0,"98023",47.306,-122.375,1790,7200 +"4327600010","20150202T000000",336000,3,3,1790,13350,"1",0,0,3,7,1190,600,1988,0,"98178",47.4958,-122.262,1740,10624 +"6150200005","20141023T000000",410500,3,1,1150,6800,"1",0,0,3,7,1150,0,1954,0,"98133",47.727,-122.339,1210,6800 +"4019300480","20141111T000000",502700,4,3.5,2710,14016,"2",0,0,4,8,2710,0,1968,0,"98155",47.7601,-122.286,1590,27903 +"6855100010","20140923T000000",505000,3,2.5,2400,9601,"1",0,0,5,7,1390,1010,1977,0,"98034",47.7256,-122.211,2010,9943 +"5249801440","20141216T000000",250000,3,1,1660,7650,"1.5",0,0,3,7,1350,310,1910,0,"98118",47.5576,-122.277,1750,5760 +"5249801440","20150422T000000",570000,3,1,1660,7650,"1.5",0,0,3,7,1350,310,1910,0,"98118",47.5576,-122.277,1750,5760 +"7524350080","20150318T000000",349900,4,2.5,2290,8796,"2",0,0,3,8,2290,0,1994,0,"98198",47.3762,-122.318,2130,8796 +"1137800460","20141209T000000",465000,3,2.5,2870,25663,"2",0,0,3,10,2870,0,1988,0,"98003",47.2769,-122.333,2950,24347 +"0587550280","20140530T000000",625000,4,3.25,4240,25639,"2",0,3,3,10,3550,690,1989,0,"98023",47.3241,-122.378,3590,24967 +"0871001365","20150219T000000",655000,3,1.75,1800,5102,"1",0,0,3,7,1170,630,1952,0,"98199",47.6514,-122.407,1720,5102 +"1430800279","20150327T000000",469000,4,1.75,2960,11347,"1",0,0,4,8,1570,1390,1946,0,"98166",47.4738,-122.353,1660,8911 +"1226039130","20141009T000000",355000,3,2.25,1980,7200,"1",0,0,3,8,1300,680,1964,0,"98177",47.7625,-122.36,1820,8250 +"7254000050","20150224T000000",596000,3,2.5,1730,2631,"2",0,0,3,8,1730,0,2001,0,"98005",47.5878,-122.165,1730,2751 +"3530200020","20150402T000000",790000,4,2.5,3020,36893,"2",0,0,3,9,3020,0,1986,2007,"98077",47.768,-122.092,3020,36444 +"2386000020","20141008T000000",885000,4,2.25,4470,86225,"2",0,0,3,10,4470,0,1991,0,"98053",47.6377,-121.985,3850,97049 +"6738700225","20140912T000000",1.03e+006,4,3.25,2830,4000,"2",0,0,3,9,1910,920,1912,2012,"98144",47.5845,-122.291,2740,4000 +"6821600005","20150403T000000",710000,4,1.75,2120,5400,"1",0,0,4,8,1060,1060,1941,0,"98199",47.6501,-122.395,2052,6000 +"3579000010","20140814T000000",428040,3,2.5,2150,9266,"2",0,0,3,8,2150,0,1988,0,"98028",47.7445,-122.248,2150,12550 +"9359100101","20150414T000000",1.37e+006,5,2.25,3510,13843,"1",0,2,3,8,1850,1660,1959,0,"98040",47.5817,-122.246,2680,8750 +"6819100122","20140605T000000",546000,2,1,970,3400,"1",0,0,3,7,970,0,1924,0,"98109",47.6444,-122.357,1180,3600 +"3908100020","20140803T000000",540000,4,1,1360,5766,"1.5",0,0,5,7,1360,0,1951,0,"98115",47.6827,-122.289,1500,5704 +"6392001950","20140908T000000",435000,3,2.5,1470,3000,"1",0,0,3,7,930,540,1985,0,"98115",47.6832,-122.286,1470,5588 +"2872900280","20150406T000000",540000,4,2.25,3040,10283,"1",0,0,4,8,1430,1610,1984,0,"98074",47.6268,-122.038,1870,11074 +"6437400101","20141113T000000",284000,2,1,860,7204,"1",0,0,3,7,860,0,1918,0,"98106",47.5361,-122.351,1200,7500 +"7227502155","20140714T000000",208000,2,1,820,5700,"1",0,0,5,5,820,0,1942,0,"98056",47.4915,-122.184,1000,5700 +"1115100169","20141203T000000",315000,3,1.75,1900,7076,"1",0,0,3,7,1130,770,1977,0,"98155",47.7569,-122.326,1540,10113 +"2919702705","20140731T000000",417500,2,1,1330,5510,"1",0,0,3,6,850,480,1910,0,"98117",47.6901,-122.362,1200,4150 +"7302000500","20140917T000000",345000,3,1.75,1240,38095,"1",0,0,3,7,1240,0,1978,0,"98053",47.6522,-121.97,2060,38552 +"6021503656","20140902T000000",375000,3,2.5,1330,1064,"3",0,0,3,8,1330,0,2004,0,"98117",47.6835,-122.387,1330,1113 +"8665200020","20140623T000000",389800,3,1.75,1880,12821,"1",0,0,3,7,1880,0,1959,0,"98155",47.7681,-122.305,1540,12868 +"3288301330","20150408T000000",475000,3,1.75,1890,7560,"1",0,0,3,8,1430,460,1973,0,"98034",47.7322,-122.185,1890,9095 +"2621700010","20140508T000000",569000,4,2.25,2250,41688,"2",0,0,3,8,2250,0,1980,0,"98053",47.6695,-122.05,2350,37920 +"1824079073","20150331T000000",985000,5,4.25,4650,108464,"2",0,0,3,10,3260,1390,1999,0,"98024",47.5669,-121.956,2810,155509 +"1954440080","20150129T000000",532000,3,2.5,1830,8022,"2",0,0,3,8,1830,0,1987,0,"98074",47.6198,-122.044,2030,7736 +"7452500285","20140811T000000",280000,2,1,720,5000,"1",0,0,5,6,720,0,1951,0,"98126",47.5195,-122.374,810,5000 +"7937600380","20150217T000000",435000,4,2,1960,50112,"1",0,0,4,7,1050,910,1963,0,"98058",47.4353,-122.084,2340,44967 +"5153200651","20150316T000000",223000,3,1,1220,71191,"1",0,0,3,6,1220,0,1952,0,"98023",47.3261,-122.353,1960,15378 +"2323069022","20150115T000000",390000,2,1,1800,119790,"1",0,0,4,7,1200,600,1947,1977,"98027",47.4617,-122.012,2320,79208 +"1328340380","20141027T000000",315000,3,1.75,1340,12800,"1",0,0,3,7,880,460,1981,0,"98058",47.4437,-122.137,1500,7875 +"2256500005","20141014T000000",612000,3,3,1740,3700,"1",0,0,3,7,1740,0,1982,0,"98122",47.6102,-122.309,1830,2480 +"9828200545","20140513T000000",591000,3,1.75,1680,2400,"1",0,0,5,7,870,810,1922,0,"98122",47.6155,-122.3,1440,3600 +"0686450080","20140711T000000",800000,4,2.25,3220,8436,"2",0,0,3,8,3220,0,1968,0,"98008",47.6381,-122.116,2500,7632 +"2571900380","20150122T000000",225000,3,2,1610,8400,"1",0,0,3,8,1610,0,1990,0,"98022",47.1958,-122.009,1930,8459 +"1026069120","20140508T000000",589900,2,3,3160,66646,"2",0,0,3,7,3160,0,1993,0,"98077",47.7479,-122.034,3140,38790 +"3882320010","20141126T000000",565000,4,2.5,2520,13156,"1",0,0,3,8,1520,1000,1979,0,"98052",47.6558,-122.135,2050,10940 +"1377300020","20150219T000000",650000,3,1.5,2120,8448,"1",0,0,3,7,1060,1060,1940,0,"98199",47.6438,-122.403,1620,7920 +"1124000005","20140918T000000",499000,3,2.5,2090,8505,"2",0,0,3,8,2090,0,1951,1977,"98177",47.7195,-122.371,1640,8100 +"1151100010","20140515T000000",280000,3,1,1330,20562,"1.5",0,0,3,5,1330,0,1959,0,"98045",47.4807,-121.775,1350,20562 +"7997200130","20150128T000000",649950,3,2.5,2420,7500,"1",0,2,4,8,1210,1210,1944,0,"98117",47.6949,-122.389,2340,7500 +"2419600005","20140709T000000",420000,3,1.75,1510,6360,"1",0,0,4,7,1510,0,1954,0,"98133",47.7321,-122.353,1480,7260 +"5727000010","20141215T000000",319990,4,2.5,2120,5293,"2",0,0,3,7,2120,0,2003,0,"98031",47.4217,-122.201,1990,5313 +"8656300080","20140812T000000",265000,3,2,1850,16535,"1",0,0,3,7,1850,0,1992,0,"98014",47.6565,-121.912,1528,13295 +"9517200290","20150223T000000",482000,3,1.75,2300,16474,"1",0,0,3,7,1220,1080,1984,0,"98072",47.7609,-122.144,1940,15601 +"3123049142","20140805T000000",452000,3,2.25,2600,14810,"1",0,2,4,8,1490,1110,1956,0,"98166",47.4326,-122.341,2450,16715 +"4139500080","20140718T000000",1.488e+006,4,4.25,5180,13077,"2",0,3,3,12,4280,900,1998,0,"98006",47.5513,-122.109,5030,15069 +"6150200280","20140821T000000",375000,2,1,1810,8527,"1.5",0,0,4,7,1810,0,1943,0,"98133",47.7275,-122.336,1490,6800 +"6021500840","20140703T000000",588000,5,3,2190,4900,"2",0,0,5,7,1490,700,1940,0,"98117",47.6892,-122.386,1370,4606 +"8691310420","20150424T000000",635000,4,2.5,2500,10215,"2",0,0,3,9,2500,0,1998,0,"98075",47.5912,-121.986,2890,10240 +"1402900380","20140703T000000",280500,4,2.5,1890,6962,"2",0,0,3,8,1890,0,1997,0,"98092",47.3328,-122.187,2170,6803 +"2345500010","20140925T000000",210500,2,1.75,2040,8600,"1",0,0,4,6,1430,610,1985,0,"98003",47.2755,-122.308,1310,7859 +"3279000460","20140926T000000",196500,3,2,1310,7000,"1",0,0,4,7,1310,0,1979,0,"98023",47.303,-122.383,1390,7500 +"0723000114","20140505T000000",1.395e+006,5,3.5,4010,8510,"2",0,1,5,9,2850,1160,1971,0,"98105",47.6578,-122.286,2610,6128 +"5145100080","20150206T000000",475000,3,1.75,1780,8033,"1",0,0,2,7,1210,570,1977,0,"98034",47.7275,-122.219,1630,7508 +"8078410280","20150504T000000",550000,3,2.5,1980,9061,"2",0,0,4,8,1980,0,1987,0,"98074",47.6366,-122.029,1930,8869 +"3885806105","20140521T000000",1.58e+006,3,3.25,3690,7200,"2",0,0,3,11,3690,0,2007,0,"98033",47.6815,-122.2,1880,7200 +"5702380780","20150422T000000",240000,3,1.75,1540,6687,"1",0,0,3,7,1200,340,1991,0,"98022",47.1938,-121.981,1540,7242 +"3826000280","20150429T000000",272000,3,1,1130,8100,"1.5",0,0,3,6,1130,0,1934,0,"98168",47.4935,-122.306,1080,8100 +"1421079007","20150324T000000",408506,3,2.75,2480,209199,"1.5",0,0,3,8,1870,610,2000,0,"98010",47.3085,-121.888,2040,219229 +"3702900185","20140818T000000",640000,3,2.5,2580,7500,"2",0,0,3,9,2580,0,1991,0,"98116",47.5577,-122.396,910,6500 +"4136880460","20140514T000000",316000,4,2.5,2010,7226,"2",0,0,3,8,2010,0,1995,0,"98092",47.2588,-122.21,2160,7696 +"7885100005","20140820T000000",299000,4,2,2320,12000,"1",0,0,3,7,1720,600,1943,2014,"98108",47.5246,-122.325,1390,6000 +"3037200010","20150305T000000",447500,2,2.25,1180,2090,"2",0,0,3,7,1180,0,2004,0,"98122",47.6032,-122.31,1550,2812 +"4309710250","20140505T000000",736500,4,2.5,3180,21904,"2",0,3,3,9,3180,0,2000,0,"98059",47.515,-122.117,3715,29170 +"3401700185","20140728T000000",665000,4,2,2970,52567,"2",0,0,3,8,2970,0,1924,1985,"98072",47.7333,-122.128,3280,46676 +"2141300080","20150424T000000",707000,5,2.5,3050,13212,"1",0,0,4,8,1590,1460,1975,0,"98006",47.5596,-122.142,2550,10826 +"3387800380","20140829T000000",215000,4,1.75,1630,8000,"1",0,0,3,7,1630,0,1959,0,"98031",47.3948,-122.201,1630,7700 +"2310000280","20141211T000000",275000,3,2.25,1620,6415,"2",0,0,4,7,1620,0,1989,0,"98038",47.3577,-122.038,1640,7253 +"1687900170","20150325T000000",648000,4,2.25,2170,8240,"2",0,1,4,8,2170,0,1983,0,"98006",47.5634,-122.128,2600,9898 +"8079000190","20141028T000000",415000,4,2.5,2150,8173,"2",0,0,3,8,2150,0,1987,0,"98059",47.511,-122.153,2080,7620 +"1710400005","20141119T000000",690000,3,2,1770,1800,"3",0,0,3,8,1770,0,1999,0,"98122",47.6102,-122.314,1890,3200 +"2473420170","20140924T000000",320000,4,2.75,2110,13260,"1",0,0,4,7,1290,820,1979,0,"98058",47.4513,-122.16,1980,11016 +"1056200010","20140902T000000",750000,3,1.75,1590,8285,"1",0,0,4,8,1590,0,1956,0,"98004",47.5855,-122.194,1970,8970 +"0263000359","20140630T000000",355000,3,2.25,1370,1524,"3",0,0,3,8,1370,0,2005,0,"98103",47.6982,-122.347,1370,1418 +"6624010170","20140508T000000",246000,3,1.75,1390,7399,"1",0,0,4,7,1390,0,1975,0,"98031",47.4183,-122.182,1460,7800 +"0824059265","20141001T000000",1.155e+006,3,1.75,1640,10464,"1",0,2,4,8,1640,0,1968,0,"98004",47.5873,-122.205,2630,18872 +"2869100080","20140606T000000",744000,3,2.5,2670,12187,"2",0,0,3,8,2670,0,1986,0,"98052",47.6677,-122.15,2400,8999 +"0203100440","20140911T000000",1.21e+006,3,3.75,5400,24740,"2",0,0,3,11,5400,0,1997,0,"98053",47.6426,-121.955,1690,20000 +"9542800290","20141210T000000",217000,3,2,1690,6750,"1",0,0,3,7,1210,480,1977,0,"98023",47.3021,-122.375,1930,7350 +"3342100780","20140709T000000",583000,3,2.5,2600,5100,"2",0,1,3,8,2600,0,1998,0,"98056",47.5175,-122.205,2270,5400 +"0475000080","20141111T000000",515000,2,1.5,1400,5000,"1",0,0,4,7,1150,250,1904,0,"98107",47.6681,-122.362,1530,4200 +"1562100380","20150319T000000",594000,4,1.75,2140,8000,"1",0,0,4,8,1410,730,1965,0,"98007",47.622,-122.139,2080,8000 +"3878900185","20141022T000000",303100,3,1.5,1640,5650,"1",0,0,3,8,1640,0,1952,0,"98178",47.509,-122.251,1640,5650 +"6791100280","20141010T000000",430000,3,1.75,1720,15225,"1",0,0,4,7,1020,700,1970,0,"98075",47.579,-122.051,1860,13588 +"1926059099","20141208T000000",708000,5,3.25,3060,11778,"2",0,0,3,8,3060,0,2004,0,"98034",47.7212,-122.222,1840,10403 +"2881700547","20140813T000000",221000,3,1,1150,7260,"1",0,0,3,7,1150,0,1959,0,"98133",47.7344,-122.333,1200,7888 +"3260800190","20150324T000000",325000,3,2.5,2000,7205,"2",0,0,3,8,2000,0,1998,0,"98003",47.3499,-122.302,2180,7611 +"2954400190","20140624T000000",1.29565e+006,0,0,4810,28008,"2",0,0,3,12,4810,0,1990,0,"98053",47.6642,-122.069,4740,35061 +"7715600050","20150219T000000",385000,3,1.75,1560,5950,"1",0,0,4,6,780,780,1944,0,"98125",47.719,-122.307,1320,7830 +"3158500460","20150327T000000",359500,3,2.5,2070,4689,"2",0,0,3,8,2070,0,2013,0,"98038",47.3545,-122.056,1880,4593 +"4027700797","20140807T000000",433000,3,2,1920,7200,"1",0,0,3,7,1300,620,1984,0,"98028",47.7703,-122.265,2010,7200 +"9161100460","20150323T000000",525000,2,1,1000,4950,"1",0,0,3,7,800,200,1948,0,"98116",47.5671,-122.394,1060,5500 +"8069000216","20140722T000000",356200,3,2,1690,10062,"1",0,2,5,7,940,750,1928,0,"98178",47.5102,-122.241,2390,6650 +"3401700255","20140729T000000",595000,4,2,3090,87120,"1",0,0,4,7,1590,1500,1974,0,"98072",47.7275,-122.122,2560,88426 +"4083306720","20140915T000000",560000,4,1.5,1790,3420,"1",0,0,4,7,1020,770,1923,0,"98103",47.6489,-122.337,1680,3420 +"6377200010","20141208T000000",2.175e+006,4,3,4750,21701,"1.5",0,0,5,11,4750,0,1976,0,"98004",47.6454,-122.218,3120,18551 +"2767601100","20141027T000000",513000,4,2,2090,4000,"1",0,0,3,7,1480,610,1951,0,"98107",47.6751,-122.379,1510,5000 +"2856100185","20140721T000000",365000,2,1,680,2550,"1",0,0,4,5,680,0,1901,0,"98117",47.6767,-122.388,1120,5100 +"3438500797","20140708T000000",368000,4,1.75,2100,11942,"1",0,0,3,7,1030,1070,1964,0,"98106",47.55,-122.356,1170,6986 +"6738700275","20140625T000000",870000,4,2.75,2840,4000,"1.5",0,0,5,8,1960,880,1912,0,"98144",47.5846,-122.291,2750,4000 +"1761100190","20140724T000000",225000,3,2.25,1470,6808,"1",0,0,3,7,1160,310,1984,0,"98023",47.2884,-122.365,1570,7881 +"0713500020","20150421T000000",1.387e+006,4,4.5,4490,24767,"2",0,2,3,11,3800,690,1998,0,"98006",47.5544,-122.147,3370,32700 +"5412310170","20140619T000000",177000,3,1.75,1150,8079,"1",0,0,4,7,1150,0,1983,0,"98030",47.3766,-122.18,1540,7399 +"7751800080","20150127T000000",465000,3,1.5,1460,9879,"1",0,0,3,7,1460,0,1956,0,"98008",47.6346,-122.127,1610,10050 +"1121000414","20140927T000000",750000,4,2.75,3150,6343,"1",0,3,3,8,1810,1340,1976,0,"98126",47.5424,-122.381,2250,6343 +"4239400920","20140922T000000",149000,3,1,1090,2800,"1",0,0,3,6,1090,0,1969,0,"98092",47.3162,-122.183,1040,2960 +"9408300380","20140609T000000",605000,3,2.5,2670,47480,"2",0,3,3,9,2670,0,1981,0,"98072",47.7443,-122.114,2760,42800 +"6865200095","20141024T000000",725000,3,2,2110,5800,"1.5",0,0,4,7,1990,120,1927,0,"98103",47.6645,-122.342,1620,4300 +"6669080010","20140922T000000",413900,4,2.25,1770,5236,"2",0,0,3,7,1770,0,2007,0,"98056",47.5137,-122.189,2470,5064 +"1446400670","20140731T000000",199950,3,1.5,1510,6600,"1",0,0,3,6,1510,0,1938,0,"98168",47.4821,-122.331,990,6600 +"0203100460","20140924T000000",400000,1,1,530,13679,"1",0,0,4,6,530,0,1949,0,"98053",47.6422,-121.954,1930,20624 +"9523102750","20140812T000000",870000,3,1.5,2420,5000,"2",0,0,4,8,2200,220,1925,0,"98103",47.6744,-122.353,2070,5000 +"8078570380","20140605T000000",292000,5,2.5,2490,7666,"1",0,0,4,7,1490,1000,1989,0,"98031",47.4022,-122.171,1930,7415 +"1423800080","20140512T000000",225000,3,1,990,8012,"1",0,0,4,7,990,0,1966,0,"98058",47.4557,-122.181,1260,9060 +"9259900010","20150316T000000",466750,4,2,1730,9139,"2",0,0,3,8,1730,0,1957,0,"98125",47.7181,-122.316,1410,7311 +"4223400050","20150323T000000",330000,2,1.5,1440,11954,"1",0,0,4,8,1440,0,1978,0,"98002",47.2909,-122.219,1460,9730 +"0686400380","20141002T000000",770000,7,2.25,3260,8145,"2",0,0,5,8,3260,0,1967,0,"98008",47.6336,-122.115,2340,8145 +"1102001112","20150213T000000",802500,4,2.25,1950,7000,"1",0,1,3,8,1450,500,1957,0,"98118",47.5426,-122.262,1840,6440 +"0241900020","20140718T000000",378800,5,2.5,2740,5400,"2",0,0,3,8,2740,0,2005,0,"98031",47.4036,-122.205,2900,5476 +"8691300380","20150501T000000",795000,3,2.75,2940,12487,"2",0,0,3,10,2940,0,1997,0,"98075",47.5879,-121.973,3110,10837 +"3426049132","20150422T000000",460000,3,2,1200,7320,"1",0,0,3,7,1200,0,1955,0,"98115",47.6986,-122.286,1750,8220 +"3904901190","20141219T000000",567000,3,2.5,2070,10908,"2",0,0,3,8,2070,0,1986,0,"98029",47.5665,-122.023,2220,10975 +"1789900080","20140722T000000",209950,3,1.75,1570,15570,"1",0,0,3,7,1570,0,1981,0,"98023",47.3207,-122.362,2000,28200 +"1021049022","20140520T000000",415000,2,1,1050,60113,"1",0,0,4,7,1050,0,1943,0,"98001",47.3226,-122.287,1380,27442 +"5634500179","20141215T000000",424500,4,1.5,1830,6985,"1",0,0,3,7,1080,750,1967,0,"98028",47.7494,-122.236,1650,9501 +"0795002455","20150505T000000",261000,2,1,970,12500,"1",0,0,3,6,970,0,1941,0,"98168",47.5102,-122.33,1280,6250 +"6666860170","20140827T000000",365000,3,2.5,2200,9696,"2",0,0,3,8,2200,0,1987,0,"98031",47.4197,-122.205,2200,9915 +"9828200605","20150408T000000",631000,4,2,1930,3240,"1.5",0,0,4,7,1930,0,1911,0,"98122",47.6156,-122.299,1480,3600 +"0853200010","20140701T000000",3.8e+006,5,5.5,7050,42840,"1",0,2,4,13,4320,2730,1978,0,"98004",47.6229,-122.22,5070,20570 +"4449800345","20141008T000000",584000,3,2.5,1790,3962,"2",0,0,3,8,1790,0,1992,0,"98117",47.6894,-122.391,1340,3960 +"2522029136","20140729T000000",310000,3,1.75,1560,82328,"1",0,0,3,7,1560,0,1974,0,"98070",47.3674,-122.503,2100,205603 +"1149900050","20150312T000000",717000,4,2.5,2780,7985,"2",0,0,4,10,2780,0,1992,0,"98029",47.5608,-122.016,2650,8094 +"6908200080","20140616T000000",667000,3,1.5,1720,8100,"2",0,0,3,8,1720,0,1907,0,"98107",47.6746,-122.4,2210,8100 +"3395800660","20141230T000000",190000,3,1,1640,8100,"1",0,0,3,6,1040,600,1939,0,"98146",47.482,-122.34,1600,8100 +"9414610010","20140617T000000",430000,3,2,1730,9000,"1",0,0,3,8,1370,360,1978,0,"98027",47.5202,-122.047,2390,10000 +"5379805120","20150424T000000",213000,2,1,740,7380,"1",0,0,4,6,740,0,1951,0,"98188",47.4481,-122.278,1500,10075 +"1530900290","20141007T000000",475000,3,2.5,2280,3710,"1",0,0,3,8,1550,730,1990,0,"98072",47.735,-122.159,2030,3710 +"8886000005","20150309T000000",649000,2,2.75,2090,23962,"2",0,3,4,8,2090,0,1988,0,"98070",47.4145,-122.44,1820,32340 +"8965400010","20140606T000000",715000,3,2.5,2550,13458,"2",0,0,3,9,2550,0,1990,0,"98006",47.5586,-122.121,3180,13458 +"8644210470","20150318T000000",845000,4,3.5,3350,19487,"1",0,0,3,11,2460,890,1992,0,"98075",47.5796,-121.998,3360,19460 +"1545805980","20141110T000000",390000,3,2.5,2770,8820,"1",0,0,3,7,1900,870,1980,2004,"98038",47.3685,-122.048,1850,10920 +"2841500010","20140924T000000",390000,4,3,2860,5724,"1",0,0,3,7,1730,1130,1983,0,"98108",47.5427,-122.302,2340,7200 +"1328330290","20140729T000000",328000,4,1.75,1990,7194,"1",0,0,4,8,1400,590,1978,0,"98058",47.4417,-122.135,1820,7400 +"4222100280","20141205T000000",239999,3,2.75,1740,8436,"1",0,0,3,7,1140,600,1967,0,"98003",47.3456,-122.305,1550,8436 +"4222200280","20141021T000000",225000,3,2,1460,7740,"1",0,0,3,7,1460,0,1968,0,"98003",47.3467,-122.306,1540,7644 +"3224510290","20141016T000000",920000,3,1.75,3670,11884,"1",0,2,4,9,1950,1720,1979,0,"98006",47.5604,-122.133,3020,9747 +"5196420290","20150317T000000",940000,4,2.75,3270,9231,"2",0,0,3,10,3270,0,1995,0,"98052",47.6539,-122.121,3380,10154 +"1703900005","20150501T000000",465000,3,1,1210,4872,"1",0,0,4,6,1210,0,1949,0,"98118",47.5551,-122.273,1070,4872 +"3329530480","20140701T000000",241000,3,2,1770,7000,"1",0,0,3,7,1770,0,1986,0,"98001",47.3321,-122.261,1510,10462 +"1541700170","20140609T000000",307550,4,2.5,1980,5909,"2",0,0,3,8,1980,0,2003,0,"98031",47.3913,-122.185,2550,5487 +"8833510190","20141031T000000",490000,4,2.5,2650,9627,"1",0,3,4,8,1610,1040,1976,0,"98028",47.7684,-122.254,2650,9221 +"8961970190","20140512T000000",647000,4,2.5,3040,6887,"2",0,0,3,8,3040,0,1999,0,"98074",47.6073,-122.015,2790,7196 +"0323069120","20140827T000000",780000,4,2.75,3640,231739,"1.5",0,0,3,10,3640,0,1999,0,"98027",47.5078,-122.018,2670,91040 +"8944360170","20141114T000000",517500,3,2.5,1810,4332,"2",0,0,3,8,1810,0,1992,0,"98029",47.5776,-121.996,1740,4332 +"2546500020","20140618T000000",295000,3,2,1380,8682,"1",0,0,4,7,1380,0,1966,0,"98148",47.4238,-122.322,1410,10594 +"1338801060","20141204T000000",560000,4,1.5,1810,3400,"2",0,0,3,8,1810,0,1926,0,"98112",47.6264,-122.302,1770,3600 +"3747600050","20141105T000000",319450,5,2,2250,5472,"1.5",0,0,5,7,1750,500,1930,0,"98002",47.3065,-122.219,1540,5472 +"0327000050","20141212T000000",1.5e+006,4,3.25,3860,7199,"2",0,1,3,9,2870,990,2005,0,"98115",47.6855,-122.269,2940,9600 +"1898900280","20140919T000000",340000,4,3,2380,20277,"1",0,0,3,8,1500,880,1999,0,"98023",47.3046,-122.392,2370,15440 +"1423400005","20140815T000000",249950,3,1,1370,11658,"1",0,0,4,6,1370,0,1958,0,"98058",47.4576,-122.182,1080,9198 +"9521100585","20140613T000000",499950,3,1,1830,3000,"1.5",0,0,3,7,1430,400,1926,0,"98103",47.6619,-122.351,1510,2500 +"2025059150","20140702T000000",1.038e+006,4,1.75,1440,13296,"1",0,0,4,8,1440,0,1967,0,"98004",47.634,-122.204,3520,10802 +"8941500010","20150216T000000",750000,4,2.5,2510,17200,"1",0,2,4,9,1540,970,1977,0,"98052",47.6287,-122.089,2370,14621 +"1425069071","20150323T000000",875000,4,2.5,3230,256132,"2",0,0,3,9,3230,0,2006,0,"98053",47.6544,-121.998,3080,217800 +"0686400670","20150414T000000",678000,3,1.75,1670,7210,"1",0,0,5,8,1670,0,1967,0,"98008",47.6344,-122.116,2200,7210 +"2624049073","20140729T000000",360000,2,1,780,4200,"1",0,0,3,6,780,0,1920,0,"98118",47.5381,-122.267,1620,6000 +"1523059180","20140923T000000",354900,3,1,1720,16552,"1",0,0,4,7,1720,0,1971,0,"98059",47.4772,-122.153,1550,15457 +"8016300250","20140827T000000",632000,5,2.5,2260,10087,"1",0,0,3,8,1520,740,1967,0,"98008",47.5982,-122.128,2500,9440 +"7694600143","20141218T000000",350000,3,1.75,1480,9375,"1",0,0,4,7,1480,0,1957,0,"98146",47.5076,-122.366,1370,9000 +"0269000950","20140730T000000",990000,3,4,2550,3900,"2",0,2,3,8,2050,500,1940,2003,"98199",47.6415,-122.392,2340,6400 +"2724079090","20150105T000000",1.65e+006,4,3.25,3920,881654,"3",0,3,3,11,3920,0,2002,0,"98024",47.5385,-121.896,2970,112384 +"3342103369","20140707T000000",481000,4,2.5,2286,8269,"2",0,0,3,8,2286,0,2002,0,"98056",47.5174,-122.194,2110,4711 +"7104100050","20140624T000000",485000,3,2.5,1500,5412,"1",0,0,5,7,900,600,1920,0,"98136",47.5499,-122.394,1090,5412 +"8944360290","20150413T000000",477000,3,2.5,1740,4960,"2",0,0,3,8,1740,0,1992,0,"98029",47.5772,-121.998,1740,5021 +"6072500050","20140729T000000",560000,5,2.5,2880,9000,"1",0,0,5,8,1440,1440,1966,0,"98006",47.5456,-122.179,2010,9000 +"1066000290","20141117T000000",600000,6,3,2600,9350,"1",0,0,4,8,1340,1260,1963,0,"98008",47.6198,-122.105,2090,9102 +"2817260130","20140613T000000",622500,5,2.75,3320,23760,"2",0,0,4,8,2190,1130,1975,0,"98072",47.7498,-122.146,2520,36720 +"3582750170","20150429T000000",410000,2,2.25,1660,2128,"2",0,0,4,8,1660,0,1974,0,"98028",47.7528,-122.252,1640,2128 +"0255370420","20150402T000000",318200,3,2.5,1990,3644,"2",0,0,3,7,1990,0,2010,0,"98038",47.3531,-122.017,2580,3800 +"2571910380","20140605T000000",289000,3,2,1680,8424,"1",0,0,3,7,1680,0,1993,0,"98022",47.1969,-122.011,1990,8545 +"3832150190","20140520T000000",263000,3,1.75,1570,7775,"2",0,0,3,7,1570,0,1982,0,"98031",47.3876,-122.216,1580,8622 +"5279100680","20140605T000000",240000,3,1,1150,4825,"1",0,0,4,6,1150,0,1957,0,"98027",47.5321,-122.029,1760,7121 +"7889601870","20150407T000000",281500,3,1,1270,7500,"1",0,0,3,7,1270,0,1953,0,"98146",47.4921,-122.339,1340,3000 +"5694001061","20140620T000000",587206,3,3.5,1890,1710,"2",0,0,3,8,1640,250,1999,0,"98103",47.6592,-122.349,1680,1562 +"1912100882","20140730T000000",482000,2,2.25,1350,1248,"2",0,0,3,7,1180,170,2000,0,"98102",47.6399,-122.32,1760,3360 +"8563020170","20150310T000000",485000,3,1.75,1650,9500,"1",0,0,3,8,1650,0,1967,0,"98052",47.631,-122.098,1880,9375 +"8656800020","20150212T000000",309000,3,2.5,1450,11480,"2",0,0,3,7,1450,0,1990,0,"98014",47.672,-121.864,2080,87991 +"3876540780","20140619T000000",221000,3,2.25,1640,7350,"1",0,0,3,7,1140,500,1984,0,"98003",47.2625,-122.3,1480,8041 +"8563030280","20140513T000000",700000,3,2.5,2030,8398,"2",0,0,4,9,2030,0,1975,0,"98008",47.6272,-122.095,2450,8104 +"2114300290","20140929T000000",411500,5,3,2420,7740,"1",0,0,5,7,1360,1060,1929,1969,"98106",47.536,-122.358,1840,6780 +"9141100005","20141028T000000",285000,4,3.5,2770,10505,"2",0,0,3,8,2770,0,1940,2015,"98133",47.7412,-122.355,1760,10505 +"5727500019","20140605T000000",395000,4,3,1980,7931,"1",0,0,4,7,1160,820,1983,0,"98133",47.7513,-122.334,1910,7931 +"1796360080","20140709T000000",237950,2,1.75,1460,7926,"1",0,0,4,7,1460,0,1987,0,"98042",47.3665,-122.092,1680,8206 +"9485800050","20150310T000000",680000,3,2.5,1610,8064,"1",0,2,4,7,1160,450,1981,0,"98033",47.6818,-122.189,2260,8328 +"5560000680","20141226T000000",199950,2,1,1010,10057,"1",0,0,3,6,1010,0,1961,0,"98023",47.3286,-122.336,1040,8591 +"9297300480","20141212T000000",765000,4,3.5,2760,4000,"2",0,2,3,8,2000,760,1926,2014,"98126",47.5687,-122.374,1690,4000 +"6813600415","20140508T000000",515000,2,1,1060,4960,"1",0,0,3,7,1060,0,1926,0,"98103",47.6896,-122.331,1420,4960 +"6751300255","20140616T000000",470000,3,1.5,1510,8000,"1",0,0,4,7,1510,0,1956,0,"98007",47.5865,-122.135,1430,8000 +"3300700480","20140820T000000",330000,2,1,880,4000,"1",0,0,3,6,780,100,1937,0,"98117",47.6931,-122.379,950,4000 +"5379800446","20150226T000000",284000,3,2.5,2150,9375,"1",0,0,3,8,1550,600,1968,0,"98188",47.4578,-122.274,1950,9100 +"9558200080","20140912T000000",295000,3,2.5,1660,8125,"1",0,0,3,7,1150,510,1999,0,"98148",47.4373,-122.333,1250,8125 +"6817801150","20150330T000000",555000,4,2.5,2160,10987,"1",0,0,4,8,1440,720,1981,2003,"98074",47.6333,-122.034,1280,11617 +"1454100005","20140806T000000",350000,3,1,1370,8162,"1.5",0,0,3,6,1370,0,1949,0,"98125",47.7263,-122.289,1560,8250 +"0104540840","20141203T000000",240000,3,2.25,1460,5818,"1",0,0,3,7,1140,320,1986,0,"98023",47.3113,-122.358,1490,6031 +"2207100635","20150204T000000",419900,3,1.5,1450,7000,"1",0,0,3,7,1450,0,1955,0,"98007",47.5983,-122.15,1490,7245 +"2489200250","20150430T000000",528000,3,2,1560,6300,"1",0,0,3,7,1560,0,1924,0,"98126",47.5407,-122.379,1620,6300 +"5130000080","20150311T000000",481000,4,2.5,2480,9869,"1",0,0,4,8,1240,1240,1963,0,"98028",47.7612,-122.229,2230,10310 +"6150700169","20140609T000000",304700,2,1,740,5995,"1",0,0,4,7,740,0,1949,0,"98133",47.7291,-122.337,1140,5995 +"8691350130","20150204T000000",715000,4,2.5,2927,12171,"2",0,0,3,10,2927,0,1998,0,"98075",47.5948,-121.983,2967,12166 +"6189200345","20140820T000000",738950,4,2.75,2260,12005,"1",0,0,4,8,2260,0,1956,1989,"98005",47.6342,-122.171,1870,10800 +"2222059099","20141022T000000",215000,3,1.5,1240,9405,"1",0,0,4,7,1240,0,1966,0,"98042",47.3727,-122.162,2260,7611 +"7227800660","20140522T000000",300000,6,2,2040,10812,"1",0,0,4,5,2040,0,1943,0,"98056",47.4919,-122.181,1440,10200 +"1148000005","20140623T000000",346000,3,1.75,1270,8100,"1",0,0,3,6,880,390,1950,0,"98146",47.4828,-122.344,1650,8173 +"6055000430","20150327T000000",473000,4,3.5,4370,37193,"2",0,3,3,8,2780,1590,1996,0,"98022",47.241,-121.979,2860,39356 +"7616200050","20150105T000000",500000,3,1.75,1700,6120,"1",0,0,3,7,1700,0,1952,0,"98116",47.5807,-122.397,1330,6120 +"7234601440","20140925T000000",750000,2,1.5,1300,7632,"1",0,2,3,7,1300,0,1943,0,"98122",47.6134,-122.308,1420,1676 +"8563020380","20140520T000000",519900,4,2,1820,9350,"1",0,0,4,8,1820,0,1967,0,"98052",47.6288,-122.098,2260,9299 +"1454100480","20140819T000000",378500,2,1,880,6171,"1",0,0,4,7,880,0,1949,0,"98125",47.7262,-122.285,2260,12769 +"5151600285","20140507T000000",314500,3,1.75,1870,12381,"1",0,0,4,8,1870,0,1957,0,"98003",47.3358,-122.32,1950,12667 +"2155000480","20150429T000000",499950,3,1.5,1350,9315,"1",0,0,3,7,1350,0,1968,0,"98052",47.6587,-122.124,1840,9920 +"1024049024","20141203T000000",1.735e+006,5,3.5,4870,7700,"2.5",0,3,5,10,3650,1220,1929,0,"98144",47.5832,-122.29,3220,7700 +"1026069163","20150422T000000",630000,3,2.5,2460,38794,"2",0,0,3,9,2460,0,1999,0,"98077",47.7602,-122.022,2470,51400 +"4427100095","20140623T000000",360000,4,1.5,1720,6417,"1",0,0,3,7,1720,0,1953,0,"98125",47.7268,-122.311,1430,6240 +"4047200380","20140526T000000",460000,2,1.5,2730,19877,"1",0,0,4,8,1570,1160,1976,0,"98019",47.7698,-121.898,1450,19509 +"3222049024","20140522T000000",361000,3,1,1100,4046,"1.5",0,4,4,6,1100,0,1922,0,"98198",47.344,-122.331,2550,7847 +"2287000010","20140710T000000",713400,3,2.25,1810,9845,"1",0,0,4,8,1810,0,1959,1991,"98040",47.5505,-122.221,1900,10083 +"3692900010","20141028T000000",445000,2,1,930,3150,"1",0,0,5,6,930,0,1918,0,"98115",47.6783,-122.298,1900,5000 +"0320069049","20140514T000000",305000,4,1.5,1590,131551,"1",0,3,4,7,1590,0,1966,0,"98022",47.2558,-122.024,2280,108028 +"0868002335","20150304T000000",1.43e+006,3,2.75,2710,9204,"1.5",0,4,3,9,1480,1230,1975,0,"98177",47.7039,-122.385,2960,10080 +"8945100050","20150424T000000",222000,3,1,1460,8400,"1",0,0,4,6,1460,0,1962,0,"98023",47.3086,-122.365,1060,8563 +"7853250080","20150216T000000",510000,5,3.25,3400,4499,"2",0,0,3,8,2740,660,2005,0,"98065",47.5385,-121.88,3400,6163 +"6713700250","20140604T000000",500000,5,3,2920,11440,"2",0,0,3,8,2920,0,2003,0,"98133",47.7607,-122.354,1720,9348 +"4232901990","20140516T000000",605000,2,1,910,3600,"1",0,0,4,7,910,0,1909,0,"98119",47.6341,-122.361,1720,3600 +"3578401760","20140820T000000",393000,3,2,1320,10720,"2",0,0,3,8,1320,0,1981,0,"98074",47.6203,-122.037,1910,13639 +"9113200290","20140625T000000",725000,4,2.5,2490,5170,"2",0,0,4,9,2490,0,2000,0,"98052",47.6836,-122.162,2490,5170 +"5116000250","20140707T000000",320000,3,1.75,2220,11646,"1",0,0,3,7,1270,950,1950,0,"98028",47.7762,-122.27,1490,10003 +"1099600010","20140612T000000",210000,4,1.5,1130,7840,"1",0,0,4,7,1130,0,1970,0,"98023",47.2986,-122.377,1690,7840 +"5416500980","20140729T000000",419900,4,2.5,2750,5767,"2",0,0,3,9,2750,0,2005,0,"98038",47.3595,-122.038,2800,5376 +"7312100010","20150302T000000",410000,4,2.5,2240,4447,"2",0,0,3,7,2240,0,2006,0,"98059",47.4868,-122.159,2000,3800 +"7936000562","20141216T000000",721000,3,2.25,2680,10440,"1",0,1,3,8,1540,1140,1963,0,"98116",47.561,-122.398,2140,7560 +"9839300545","20140714T000000",605000,2,2,1270,5500,"1.5",0,0,4,8,1270,0,1921,0,"98122",47.6121,-122.294,1870,4400 +"6837700005","20141203T000000",738000,3,1.75,1520,5500,"1.5",0,0,5,7,1520,0,1936,0,"98116",47.5839,-122.383,2310,5500 +"6918720080","20150402T000000",725000,6,3,2480,12000,"2",0,0,3,8,2480,0,1972,0,"98007",47.6131,-122.145,2220,8580 +"9407001700","20140819T000000",255000,2,1,960,20954,"1",0,0,3,7,960,0,1977,0,"98045",47.4485,-121.774,1240,9752 +"1473200130","20150320T000000",303000,3,2.25,1340,873,"3",0,0,3,8,1340,0,2009,0,"98133",47.7325,-122.343,1340,1186 +"4037200585","20140723T000000",394950,3,2.5,1090,7700,"1",0,0,4,7,1090,0,1957,0,"98008",47.607,-122.12,1740,7700 +"5249803870","20140902T000000",530000,4,3,2240,5580,"2",0,0,5,7,1830,410,1949,0,"98118",47.5598,-122.27,1530,4800 +"9558050170","20140513T000000",475000,4,2.5,3740,8700,"1",0,0,3,10,2260,1480,2004,0,"98058",47.4587,-122.117,2650,6333 +"1545808110","20140617T000000",250000,4,2.5,1800,8100,"2",0,0,3,7,1800,0,1998,0,"98038",47.3611,-122.047,1590,8100 +"1604601155","20141208T000000",180000,3,1,780,3540,"1",0,0,2,6,780,0,1920,0,"98118",47.565,-122.291,1260,3540 +"2754700170","20140804T000000",443500,2,1,1330,4140,"1",0,0,4,7,930,400,1919,1940,"98115",47.6802,-122.306,1410,5100 +"3622059180","20140703T000000",390000,4,2,1900,76877,"1",0,0,3,8,1900,0,2004,0,"98042",47.3491,-122.113,1740,34848 +"7201600190","20150220T000000",430000,4,1.75,1570,7650,"1",0,0,3,7,1100,470,1975,0,"98052",47.6801,-122.106,1580,7650 +"3450300280","20150225T000000",460000,5,4.5,3100,7260,"2",0,0,3,8,3100,0,1963,2000,"98059",47.5004,-122.162,1650,7700 +"1036450170","20150312T000000",660000,3,3.5,2740,3785,"2",0,0,3,9,2190,550,2001,0,"98034",47.7195,-122.182,2060,3457 +"8965000050","20140729T000000",515000,3,1.75,1570,10939,"1",0,0,3,8,1200,370,1974,0,"98052",47.6389,-122.102,1760,10200 +"4354700010","20150421T000000",482500,3,2,1330,6490,"1",0,0,4,7,1330,0,1954,0,"98125",47.7181,-122.308,1580,7202 +"4057300170","20140602T000000",305000,2,1.5,1140,2980,"2",0,0,3,7,1140,0,1988,0,"98029",47.5707,-122.018,1150,2981 +"4217400185","20140603T000000",835000,4,2.75,1550,4000,"1.5",0,0,3,9,1550,0,1930,0,"98105",47.6596,-122.28,2120,4000 +"8155750010","20141204T000000",237000,3,2,1290,7952,"1",0,0,3,7,1290,0,1998,0,"98030",47.3867,-122.19,1670,7280 +"2159900020","20141126T000000",445000,2,1.5,1510,2001,"2",0,0,4,8,1510,0,1985,0,"98007",47.6211,-122.153,1510,2055 +"2487700130","20150406T000000",710000,4,2.5,2720,8000,"1",0,0,4,7,1360,1360,1955,0,"98136",47.5237,-122.391,1790,8000 +"2085200545","20140821T000000",180000,3,1,840,5700,"1",0,0,4,5,840,0,1945,0,"98038",47.3948,-122.028,1430,12600 +"9432900380","20141023T000000",280017,3,2.5,1850,8770,"2",0,0,3,8,1850,0,1996,0,"98022",47.2091,-122.009,2350,8606 +"2591850080","20140630T000000",436500,4,2.5,2290,11173,"2",0,0,4,8,2290,0,1988,0,"98058",47.4314,-122.164,2290,10404 +"1025049174","20140515T000000",1.255e+006,4,2.5,3200,7535,"2",0,0,3,9,3200,0,2006,0,"98105",47.666,-122.276,1650,6850 +"5628400080","20141218T000000",420000,3,2.25,1800,9800,"1",0,0,4,7,1300,500,1959,0,"98028",47.7393,-122.244,1680,9545 +"7657000225","20140719T000000",205000,3,1,860,7467,"1",0,0,3,6,860,0,1944,0,"98178",47.4947,-122.237,1280,7467 +"6151800080","20140902T000000",570000,3,1.5,1980,10203,"1",0,0,4,7,1680,300,1946,0,"98010",47.3402,-122.046,1980,13664 +"6154900095","20140711T000000",565000,4,1.75,2140,7102,"1",0,0,4,7,1070,1070,1948,0,"98177",47.7042,-122.37,1950,7102 +"9542800050","20141211T000000",287000,2,2.5,2410,7500,"1",0,0,3,7,1550,860,1978,0,"98023",47.3078,-122.374,1840,8800 +"0526059224","20140923T000000",260000,4,1.75,1650,7276,"1",0,0,3,7,1010,640,1977,0,"98011",47.7721,-122.206,1840,8550 +"0526059224","20150206T000000",470000,4,1.75,1650,7276,"1",0,0,3,7,1010,640,1977,0,"98011",47.7721,-122.206,1840,8550 +"3275850190","20140905T000000",700000,3,2.5,2410,9916,"2",0,0,4,10,2410,0,1989,0,"98052",47.6911,-122.103,2310,8212 +"4137000460","20150225T000000",249000,3,1.75,1520,7500,"1",0,0,3,8,1520,0,1985,0,"98092",47.2646,-122.219,2180,7506 +"7936000403","20140609T000000",568000,3,1.75,2050,3520,"1",0,0,4,7,1070,980,1977,0,"98136",47.5536,-122.399,2050,16083 +"1175000073","20140606T000000",500000,4,1,1720,4011,"1.5",0,0,4,7,1720,0,1904,0,"98107",47.6719,-122.396,1580,3784 +"8645540290","20141126T000000",358000,5,2.5,2390,8775,"1",0,0,4,7,1270,1120,1980,0,"98058",47.4639,-122.17,1800,8000 +"7137960460","20140528T000000",225000,3,2.5,1680,6755,"2",0,0,3,8,1680,0,1994,0,"98092",47.3293,-122.17,1860,7257 +"8805400010","20150226T000000",275500,3,1,1060,7246,"1",0,0,4,6,1060,0,1981,0,"98056",47.4936,-122.165,1090,6694 +"1036450290","20150202T000000",495000,3,2.5,1860,3150,"2",0,0,3,8,1860,0,2001,0,"98034",47.719,-122.182,2050,3375 +"7613700660","20150326T000000",758800,5,2.25,1750,5000,"1",0,0,3,8,960,790,1940,0,"98105",47.6589,-122.276,2580,5000 +"8648210050","20150403T000000",280000,3,1.75,1480,8165,"1",0,0,4,7,1480,0,1985,0,"98042",47.3624,-122.079,1450,7939 +"1565950670","20150225T000000",380500,3,2.5,1900,7361,"2",0,0,3,8,1900,0,1994,0,"98055",47.4324,-122.191,2100,7361 +"7159200005","20140507T000000",3.2e+006,7,4.5,6210,8856,"2.5",0,2,5,11,4760,1450,1910,0,"98109",47.6307,-122.354,2940,5400 +"8687800010","20140617T000000",260000,3,1.75,1440,12888,"1",0,2,3,7,1090,350,1958,0,"98168",47.471,-122.262,1710,12888 +"4242900285","20140805T000000",630000,4,2.5,1910,1502,"3",0,0,3,8,1910,0,2014,0,"98107",47.6747,-122.393,1520,3888 +"7834800225","20140820T000000",875000,3,2,2010,4000,"1",0,0,5,7,1210,800,1915,0,"98103",47.6638,-122.329,1770,4000 +"5649600225","20150403T000000",457500,3,1,960,4600,"1.5",0,0,4,6,960,0,1927,0,"98118",47.5553,-122.286,1380,5175 +"1959702045","20141119T000000",900000,2,1,1240,5500,"1",0,0,3,7,1240,0,1954,0,"98102",47.6461,-122.317,2080,4400 +"0717000225","20141028T000000",235000,2,2,870,6450,"1",0,0,4,6,740,130,1954,0,"98118",47.5354,-122.278,1640,5775 +"0792500190","20140627T000000",410000,3,2,1400,45738,"2",0,0,4,8,1400,0,1981,0,"98070",47.3624,-122.455,2390,56628 +"3820100284","20140827T000000",355000,3,3,1850,9600,"1",0,0,3,7,1230,620,1981,0,"98028",47.7717,-122.25,1970,10000 +"3629890190","20140606T000000",1.3e+006,4,4,4270,6002,"2",0,3,3,10,3180,1090,2004,0,"98029",47.5443,-121.994,4280,5942 +"6868200029","20140929T000000",467500,3,1.75,2260,8512,"1",0,0,3,7,1130,1130,1948,0,"98125",47.7129,-122.304,2240,8040 +"8901000143","20141125T000000",500000,4,4.5,2690,7350,"1.5",0,0,5,7,2690,0,1949,0,"98125",47.7062,-122.311,1660,9000 +"2927600630","20150416T000000",995000,4,3.5,2780,9550,"2",0,4,5,10,2530,250,1978,0,"98166",47.454,-122.373,2724,10634 +"3432501315","20140827T000000",277000,3,1,1140,8144,"1",0,0,3,7,1140,0,1956,0,"98155",47.7464,-122.317,1150,8144 +"5101407250","20141217T000000",630000,4,2.25,2900,9680,"2",0,0,3,7,1990,910,1947,0,"98125",47.7037,-122.308,1850,7540 +"3999200780","20141121T000000",628000,5,2.75,2830,11795,"1",0,0,4,7,1710,1120,1960,0,"98008",47.5828,-122.118,2460,10880 +"2826079145","20140814T000000",655000,5,2.5,2560,46786,"2",0,0,3,8,2560,0,1995,0,"98019",47.7125,-121.915,2430,46929 +"1446403145","20150122T000000",170000,2,1,1240,9900,"1",0,0,3,7,940,300,1950,0,"98168",47.4862,-122.326,1050,9375 +"5137000170","20141217T000000",352500,4,2.5,2100,10750,"1",0,2,4,8,2100,0,1967,0,"98023",47.3338,-122.337,2310,10425 +"2896310420","20150219T000000",615000,4,2.75,3120,34040,"2",0,0,3,9,3120,0,1997,0,"98010",47.3431,-122.03,2420,25201 +"1446400725","20140610T000000",165000,3,1,970,6600,"1",0,0,3,7,970,0,1965,0,"98168",47.4836,-122.332,1200,6600 +"4030500130","20140923T000000",243500,4,2.5,2300,15188,"2",0,0,4,7,2300,0,1966,0,"98042",47.3683,-122.164,1820,10125 +"3319500299","20140806T000000",304000,2,1.5,950,676,"2",0,0,3,7,850,100,2003,0,"98144",47.6005,-122.306,950,1280 +"7139800020","20141016T000000",369000,3,1.5,2110,5195,"1",0,0,3,7,1210,900,1959,0,"98118",47.5283,-122.286,1950,5195 +"9433000460","20141007T000000",779950,4,2.75,2990,4298,"2",0,0,3,9,2990,0,2014,0,"98052",47.7101,-122.108,2990,4837 +"1326049130","20140702T000000",605000,4,2.25,2940,48788,"1",0,0,5,7,1520,1420,1961,0,"98028",47.7422,-122.245,2470,14900 +"7137960440","20141223T000000",292500,4,2.5,1860,8709,"2",0,0,3,8,1860,0,1994,0,"98092",47.3289,-122.17,1990,6825 +"3946900010","20150323T000000",500007,2,1.75,1820,6050,"1",0,0,3,7,910,910,1950,0,"98115",47.6928,-122.323,1730,6050 +"5592050080","20150429T000000",449999,4,2.5,1950,4947,"2",0,0,3,8,1950,0,2000,0,"98056",47.5042,-122.193,1760,5611 +"3288020050","20140627T000000",355000,4,2.5,1890,7867,"2",0,0,3,8,1890,0,1996,0,"98038",47.3788,-122.031,2250,7867 +"2459000020","20141125T000000",258000,4,3,2710,7199,"1",0,0,4,7,1710,1000,1967,0,"98030",47.3789,-122.213,2070,9271 +"0126049167","20140619T000000",380000,4,2.25,2150,20181,"1",0,0,3,7,1090,1060,1963,0,"98028",47.7627,-122.245,2150,10480 +"1525079069","20140708T000000",650000,4,3,3720,57499,"1",0,0,3,9,1880,1840,2003,0,"98014",47.6469,-121.897,2560,26372 +"1786200010","20150514T000000",456500,4,2.5,2580,11780,"2",0,0,3,9,2580,0,2003,0,"98038",47.3658,-122.04,2410,8403 +"5602000275","20140825T000000",259950,4,2,1540,10212,"1.5",0,0,5,7,1540,0,1948,0,"98022",47.2056,-121.999,1480,10212 +"1446403617","20140702T000000",123000,2,1,1050,6600,"1.5",0,0,3,6,1050,0,1964,0,"98168",47.4828,-122.324,1330,6600 +"2767603649","20140730T000000",520000,3,2.25,1210,1250,"3",0,0,3,8,1210,0,2014,0,"98107",47.6722,-122.384,1780,5000 +"3649100387","20150416T000000",506000,4,2.25,2040,12000,"1",0,0,4,7,1300,740,1963,0,"98028",47.7362,-122.241,1930,12000 +"5249802660","20140730T000000",425000,3,1,980,4800,"1.5",0,0,3,7,980,0,1926,0,"98118",47.5663,-122.274,2030,7200 +"2592400470","20141205T000000",438000,5,2.5,1990,6840,"2",0,0,4,7,1990,0,1974,0,"98034",47.7162,-122.166,1990,7150 +"6448000020","20150129T000000",1.49e+006,4,2.5,2420,18480,"1",0,0,4,9,2420,0,1967,0,"98004",47.6214,-122.227,3330,19910 +"1211000185","20140616T000000",375000,4,2,1240,3000,"1",0,0,3,7,1040,200,1908,0,"98122",47.6076,-122.298,1480,3500 +"7399300780","20150429T000000",337500,3,2.25,1530,6600,"1",0,0,4,7,1240,290,1968,0,"98055",47.462,-122.188,1500,7700 +"0984100010","20140930T000000",300000,4,2.25,2080,7700,"1",0,0,3,7,1450,630,1968,0,"98058",47.4349,-122.17,1900,7980 +"6127010670","20140728T000000",627000,5,3.25,3570,5425,"2",0,0,3,7,3570,0,2005,0,"98075",47.5933,-122.007,2690,5347 +"1245002391","20141022T000000",1.4e+006,5,4.25,4230,6907,"2",0,0,3,10,3450,780,2008,0,"98033",47.6866,-122.205,2650,8076 +"3904921100","20150512T000000",674725,4,2.5,2700,10160,"2",0,0,3,9,2700,0,1988,0,"98029",47.5685,-122.012,2760,9219 +"2473381150","20140618T000000",325000,3,2.75,2200,7000,"1",0,0,4,7,1280,920,1977,0,"98058",47.4574,-122.169,1670,7000 +"9269750010","20150402T000000",230000,5,2,1210,12538,"2",0,0,3,7,1210,0,1982,0,"98023",47.2848,-122.361,1510,7700 +"1924069071","20140729T000000",485000,5,1.75,2140,43124,"1",0,2,4,7,1220,920,1962,0,"98027",47.5516,-122.085,2520,14677 +"2571900430","20140923T000000",315000,4,2.5,2740,8400,"1.5",0,2,3,8,2740,0,1993,0,"98022",47.1947,-122.008,2030,8638 +"8673400052","20150403T000000",560000,3,2.75,1370,1193,"3",0,0,3,8,1370,0,2003,0,"98107",47.67,-122.392,1320,1180 +"5104511630","20140812T000000",444000,4,3,2800,7198,"2",0,0,3,8,2800,0,2002,0,"98038",47.3538,-122.013,3610,7845 +"3438500168","20150507T000000",325000,3,1.5,1060,7488,"1",0,0,5,7,1060,0,1977,0,"98106",47.5549,-122.356,1300,6780 +"1446403850","20140916T000000",118125,2,1,790,7153,"1",0,0,4,6,790,0,1944,0,"98168",47.4869,-122.324,810,7128 +"1446403850","20150114T000000",212000,2,1,790,7153,"1",0,0,4,6,790,0,1944,0,"98168",47.4869,-122.324,810,7128 +"5416500950","20150309T000000",428900,4,2.5,2820,5056,"2",0,0,3,9,2820,0,2006,0,"98038",47.3591,-122.038,2820,5150 +"8096600050","20150123T000000",510000,3,2,1850,9600,"1",0,0,3,7,1850,0,1968,1998,"98011",47.7671,-122.225,1770,9600 +"1473000020","20140523T000000",416000,3,1.5,1110,9762,"1",0,0,4,7,1110,0,1963,0,"98052",47.676,-122.15,1900,9720 +"0722039049","20141009T000000",950000,4,3,3230,438213,"2",0,0,3,9,3230,0,1999,0,"98070",47.4141,-122.47,1600,144619 +"2212210660","20150227T000000",204000,3,1.5,1460,7140,"1",0,0,4,7,980,480,1980,0,"98031",47.3954,-122.191,1400,8572 +"6762700020","20141013T000000",7.7e+006,6,8,12050,27600,"2.5",0,3,4,13,8570,3480,1910,1987,"98102",47.6298,-122.323,3940,8800 +"5608010980","20141007T000000",878000,4,2.5,3480,13421,"2",0,0,3,11,3480,0,1995,0,"98027",47.5504,-122.097,3290,9642 +"5015001045","20140826T000000",1.045e+006,4,3,3560,4000,"3",0,2,3,9,2970,590,1996,0,"98112",47.6265,-122.3,1190,4000 +"1005000250","20150130T000000",350000,2,1,840,5551,"1",0,0,3,6,840,0,1952,0,"98118",47.5354,-122.28,1270,4652 +"7974700122","20140610T000000",659500,3,1.75,1820,5500,"1",0,0,4,8,1620,200,1957,0,"98115",47.6737,-122.283,2330,6050 +"1775910460","20150313T000000",395000,3,2.5,1630,15200,"1",0,0,3,7,1120,510,1988,0,"98072",47.7454,-122.103,2050,15200 +"3797300190","20140708T000000",308950,4,2.5,1920,8562,"2",0,2,4,7,1920,0,1994,0,"98022",47.1932,-122.008,1820,8628 +"6450300605","20150501T000000",410000,3,2,1750,2550,"1",0,0,3,7,1750,0,1955,0,"98133",47.7329,-122.343,1370,1533 +"3918400143","20141016T000000",710000,4,3,2750,7500,"1",0,0,5,8,1630,1120,1966,0,"98177",47.7134,-122.361,2440,7500 +"1022049182","20150428T000000",175000,1,1,620,8685,"1",0,0,4,5,620,0,1976,0,"98198",47.4095,-122.29,1300,12150 +"3578400780","20150327T000000",508800,3,2,1720,10098,"1",0,0,4,8,1140,580,1981,0,"98074",47.6231,-122.043,1840,10098 +"6905200050","20141009T000000",606400,3,3,1800,5000,"1.5",0,2,3,8,1500,300,1929,0,"98119",47.6475,-122.371,1670,5000 +"0303100080","20140528T000000",245100,3,1.75,1300,7958,"1",0,0,3,7,1300,0,1996,0,"98092",47.3162,-122.194,1640,8698 +"0123039642","20150501T000000",540000,3,2.5,1970,14876,"1",0,0,3,7,1320,650,1981,0,"98146",47.5031,-122.372,2030,8008 +"8718500095","20150507T000000",415000,3,1.5,1740,9046,"1",0,0,3,7,1740,0,1956,0,"98028",47.7402,-122.255,1830,9513 +"1774000780","20150105T000000",469500,4,2.75,1930,13041,"1",0,0,4,8,1180,750,1980,0,"98072",47.7502,-122.085,1880,10234 +"2421039075","20141106T000000",195000,3,1.75,1190,14777,"1",0,0,4,7,1190,0,1965,0,"98023",47.2933,-122.377,2240,8325 +"4139470010","20141006T000000",1.615e+006,4,3.25,4250,12281,"2",0,4,3,12,3020,1230,1996,0,"98006",47.5507,-122.113,4940,12941 +"0629800380","20141013T000000",1.45e+006,4,3.5,4360,24603,"2",0,0,3,12,4360,0,1998,0,"98074",47.6035,-122.005,4770,27521 +"8965520190","20141030T000000",1.2e+006,3,2.5,3420,16622,"1",0,4,3,10,2410,1010,1991,0,"98006",47.5638,-122.105,3460,14566 +"0925059193","20140709T000000",1.065e+006,4,3.75,4260,9800,"2",0,0,3,10,4260,0,2008,0,"98033",47.6739,-122.172,1950,8970 +"1245500250","20150507T000000",555500,2,1,920,10000,"1",0,0,4,7,920,0,1981,0,"98033",47.6938,-122.21,1340,10000 +"9828700005","20150512T000000",440000,3,1,1040,4000,"1",0,0,3,7,1040,0,1950,0,"98122",47.6178,-122.292,1170,4000 +"5101402312","20150423T000000",485000,3,1,1260,7250,"1",0,2,3,7,960,300,1940,0,"98115",47.6947,-122.311,1540,7250 +"0339200130","20140531T000000",693000,3,2.5,2460,12028,"2",0,0,3,9,2460,0,1996,0,"98052",47.691,-122.095,2540,12229 +"6145602125","20140724T000000",295000,3,1,830,3386,"1",0,0,3,6,830,0,1942,1989,"98133",47.7027,-122.355,1300,3844 +"9346910500","20150330T000000",700000,3,2.5,2060,10650,"1",0,0,5,8,1050,1010,1976,0,"98006",47.5627,-122.137,2690,8850 +"7986401305","20141216T000000",767500,2,1.75,2210,9374,"1",0,3,4,8,1560,650,1951,0,"98107",47.6634,-122.359,2140,5640 +"0922059169","20141201T000000",800000,6,4.25,5480,189050,"2",0,0,4,10,5140,340,1991,0,"98031",47.412,-122.168,2470,10429 +"0123059071","20140708T000000",440000,3,2,1860,217800,"2",0,2,3,8,1860,0,1998,0,"98059",47.5157,-122.107,2500,217800 +"1626069069","20141029T000000",600000,3,2.5,1350,187313,"1",0,0,4,7,1350,0,1997,0,"98077",47.7369,-122.049,2310,49222 +"5605000430","20140917T000000",1.16e+006,4,2.5,2790,5450,"2",0,0,3,10,1930,860,1925,2000,"98112",47.6453,-122.303,2320,5450 +"7640400250","20140619T000000",506000,2,1,1570,8210,"1",0,0,4,8,1150,420,1952,0,"98177",47.7221,-122.371,1680,8196 +"4477000290","20150311T000000",474950,4,1.75,2030,15400,"1",0,1,3,9,1130,900,1975,0,"98166",47.4603,-122.365,2040,12425 +"8127700440","20141211T000000",654000,3,2.5,2570,5500,"1",0,0,4,7,1320,1250,1961,0,"98199",47.6417,-122.397,1460,6250 +"6822100780","20140911T000000",710000,2,1,1210,6000,"1",0,0,4,7,1000,210,1942,0,"98199",47.6482,-122.402,1840,6000 +"9195700380","20140811T000000",620000,4,2.25,1530,7845,"1",0,0,4,7,1030,500,1981,0,"98027",47.5589,-122.082,1710,7627 +"1425059174","20141028T000000",390000,3,2,1510,10827,"2",0,0,3,7,1510,0,1984,0,"98052",47.654,-122.127,1900,10908 +"2155000290","20140630T000000",550000,3,2.25,1720,9600,"1",0,0,4,7,1220,500,1967,0,"98052",47.6581,-122.126,1720,9600 +"4058200630","20141002T000000",353000,3,1.75,2190,7021,"1",0,2,4,7,1390,800,1953,0,"98178",47.5033,-122.232,2180,7155 +"5561400440","20140827T000000",465000,4,2.5,3030,47958,"1",0,0,3,8,1660,1370,1980,0,"98027",47.4598,-122.004,2740,36017 +"4178500440","20150128T000000",279900,3,2,1410,6600,"1",0,0,4,7,1410,0,1990,0,"98042",47.3596,-122.089,1750,7150 +"1923039022","20141120T000000",700000,2,1.75,1679,577605,"2",0,0,3,9,1679,0,2001,0,"98070",47.463,-122.475,1850,358934 +"9412200660","20140619T000000",395000,4,1,1980,10350,"1",0,0,4,7,1430,550,1968,0,"98027",47.5226,-122.045,1890,13140 +"2780700020","20140910T000000",375000,4,2.5,1900,9428,"2",0,0,3,8,1900,0,1978,0,"98028",47.7628,-122.244,1830,10480 +"1868901815","20140617T000000",547000,4,1,1720,2800,"1.5",0,0,4,7,1200,520,1926,0,"98115",47.6743,-122.299,1530,3500 +"4022902715","20150403T000000",525000,5,3.25,2480,10277,"2",0,0,5,8,1640,840,1993,0,"98155",47.7726,-122.286,2270,10277 +"0225039145","20140619T000000",285000,3,1,1210,4731,"1.5",0,0,3,7,1210,0,1901,0,"98117",47.6865,-122.397,1450,5264 +"9274203390","20140520T000000",570000,2,1.75,1540,4025,"1",0,0,4,7,1190,350,1908,0,"98116",47.5876,-122.391,1950,4420 +"4397000020","20150324T000000",409000,3,2.5,2740,9168,"2",0,0,3,9,2740,0,1991,0,"98042",47.3835,-122.148,2690,10554 +"9415950020","20140608T000000",260000,4,2.5,1811,4381,"2",0,0,3,8,1811,0,2007,0,"98055",47.454,-122.19,1811,4150 +"2591830020","20140916T000000",348000,4,2.5,2720,7697,"1",0,0,4,8,2120,600,1987,0,"98058",47.4391,-122.161,2340,7700 +"3211200460","20140806T000000",389000,4,1,1520,9800,"1.5",0,0,4,7,1520,0,1971,0,"98034",47.7303,-122.236,1540,7700 +"2297400250","20141217T000000",445000,4,2.75,2160,7200,"1",0,0,4,7,1220,940,1976,0,"98034",47.7177,-122.224,1790,7614 +"9268200440","20140721T000000",400000,3,1.75,1390,4602,"1",0,0,3,7,930,460,1981,0,"98117",47.6944,-122.366,1230,4800 +"0255580190","20140915T000000",302000,4,2.5,1740,7895,"2",0,0,3,7,1740,0,1999,0,"98001",47.3401,-122.282,1720,6813 +"6352600680","20141021T000000",798000,3,2.5,2849,9588,"2",0,0,3,10,2849,0,2001,0,"98074",47.6487,-122.079,3190,8897 +"1829700050","20140724T000000",335000,2,1,1440,8842,"1",0,0,3,7,840,600,1950,0,"98155",47.7443,-122.325,1650,8461 +"7859960250","20150107T000000",585000,4,2.5,3000,6892,"2",0,0,3,8,3000,0,2005,0,"98072",47.7623,-122.165,3000,6589 +"6072800170","20150428T000000",2.5e+006,4,4,3330,24354,"1",0,0,4,10,3330,0,1961,0,"98006",47.5708,-122.192,3880,25493 +"6373000130","20141201T000000",555000,4,2.25,1720,2300,"1",0,0,3,7,860,860,1940,2014,"98116",47.5762,-122.412,1720,4680 +"4131900066","20140825T000000",3.1e+006,3,3,3920,13085,"2",1,4,4,11,3920,0,1996,0,"98040",47.5716,-122.204,3450,13287 +"8965450190","20150218T000000",295000,3,2.5,1500,3060,"2",0,0,3,7,1500,0,1994,0,"98006",47.5605,-122.117,2700,7734 +"1311200460","20140618T000000",265000,4,1.5,2050,7100,"1",0,0,3,7,1050,1000,1963,0,"98001",47.3395,-122.28,1950,7350 +"3764800250","20150105T000000",330000,4,2,1180,7275,"1",0,0,3,7,1180,0,1965,0,"98034",47.7301,-122.2,1210,7275 +"6607000095","20150218T000000",286000,4,1.5,1600,5750,"2",0,0,4,6,1600,0,1902,0,"98118",47.5437,-122.28,1690,5750 +"4358700188","20150331T000000",305000,3,2.5,1260,895,"3",0,0,3,7,1160,100,2009,0,"98133",47.7072,-122.336,1190,1095 +"5101403915","20150403T000000",970000,2,1,1290,5376,"1",0,0,3,6,1290,0,1945,0,"98115",47.6966,-122.315,1180,5376 +"7844200425","20150414T000000",525000,4,2,2680,14157,"1",0,0,3,8,1460,1220,1966,0,"98188",47.4286,-122.292,2100,9199 +"9407001330","20141202T000000",355000,3,1.75,2370,9750,"1",0,0,4,7,1280,1090,1979,0,"98045",47.4459,-121.773,1230,9775 +"7905370440","20141010T000000",469950,5,2.5,2310,8303,"1",0,0,3,7,1300,1010,1975,0,"98034",47.7212,-122.211,1930,8303 +"2202500290","20140502T000000",435000,4,1,1450,8800,"1",0,0,4,7,1450,0,1954,0,"98006",47.5746,-122.135,1260,8942 +"3374500250","20140922T000000",363500,4,2.5,2680,7700,"2",0,0,4,8,2680,0,1990,0,"98031",47.4094,-122.17,2400,7700 +"5244800895","20140523T000000",595000,2,1.5,1030,4500,"1",0,0,3,7,830,200,1924,0,"98109",47.6455,-122.352,1250,4000 +"0100100050","20141112T000000",275000,3,1,1320,11090,"1",0,0,3,7,1320,0,1955,0,"98155",47.7748,-122.304,1320,8319 +"7454001060","20150408T000000",295000,2,1,670,7952,"1",0,0,4,6,670,0,1942,0,"98146",47.5124,-122.372,1080,9525 +"7215400280","20150116T000000",345000,3,2.25,2670,37089,"2",0,0,3,9,2670,0,1990,0,"98042",47.3347,-122.077,2290,36284 +"0203101330","20140701T000000",485000,3,2.25,2440,47916,"2",0,0,3,8,2090,350,1991,0,"98053",47.6347,-121.958,2150,24000 +"2450000290","20141215T000000",1.245e+006,5,2.5,3370,8113,"2",0,0,3,9,3370,0,2005,0,"98004",47.5812,-122.196,2470,8113 +"5101402472","20150129T000000",340500,2,1,940,5413,"1",0,0,3,7,940,0,1923,0,"98115",47.6956,-122.304,1340,5296 +"4310700020","20141010T000000",280000,3,1,1100,5132,"1",0,0,3,6,840,260,1948,0,"98103",47.7011,-122.336,1280,5132 +"7967600285","20141211T000000",449888,3,2.25,2520,78408,"2",0,0,3,9,2520,0,1988,0,"98001",47.3514,-122.279,1490,29972 +"7905200381","20141028T000000",483000,2,1.75,1400,4720,"1",0,0,4,7,820,580,1927,0,"98116",47.5705,-122.392,1330,6786 +"3992700585","20141120T000000",445500,3,1.75,1880,9360,"1",0,0,4,7,940,940,1941,0,"98125",47.7131,-122.283,1390,7200 +"7972601950","20140617T000000",379900,5,3.5,2800,7350,"2",0,0,3,7,2800,0,1995,0,"98106",47.5273,-122.345,2190,7620 +"6870310010","20140702T000000",599950,4,3.5,2500,3080,"2",0,0,3,8,1810,690,2008,0,"98052",47.6749,-122.14,2060,3295 +"2970800130","20141009T000000",215000,3,1,810,5240,"1",0,0,3,6,810,0,1942,0,"98166",47.4734,-122.35,1700,5245 +"6084600660","20140718T000000",263000,3,2.5,1720,6847,"2",0,0,3,7,1720,0,1987,0,"98001",47.3266,-122.272,1610,7790 +"0325059126","20150209T000000",565000,4,1,2170,12100,"1",0,0,5,7,2170,0,1961,0,"98033",47.6893,-122.164,1270,12844 +"0526069024","20140512T000000",950000,5,3,4530,258746,"1.5",0,0,4,9,3200,1330,2003,0,"98077",47.7702,-122.066,3430,83199 +"6163901261","20140909T000000",395000,4,1,1440,8320,"1.5",0,0,3,7,1440,0,1946,0,"98155",47.7529,-122.318,1440,9230 +"4289900005","20141230T000000",1.535e+006,4,3.25,2850,4100,"2",0,3,3,10,1820,1030,1908,2003,"98122",47.6147,-122.285,2130,4200 +"2818100255","20141029T000000",922000,4,2.5,2620,14126,"1",0,4,4,8,1620,1000,1941,0,"98117",47.6983,-122.397,2620,8905 +"1389310130","20141212T000000",330000,3,2.5,1676,18778,"2",0,0,3,7,1676,0,1997,0,"98014",47.6521,-121.905,1410,18778 +"4139910250","20150210T000000",1.525e+006,4,3.75,5850,35070,"2",0,0,4,12,4410,1440,1990,0,"98006",47.5485,-122.124,4830,36200 +"5416100020","20141209T000000",323000,3,1.75,1910,8329,"1",0,0,3,8,1910,0,2004,0,"98022",47.19,-122.016,2510,9259 +"8682261650","20140710T000000",554000,2,2,1670,4996,"1",0,0,3,8,1670,0,2004,0,"98053",47.7141,-122.031,1670,4996 +"8100400170","20150410T000000",500000,3,2,2050,11454,"1",0,0,3,8,2050,0,1987,0,"98052",47.6389,-122.11,1980,11424 +"1604590190","20150513T000000",775000,5,3.5,3730,16679,"1",0,0,3,10,2760,970,1990,0,"98075",47.5987,-122.029,3280,16679 +"6882510020","20140715T000000",340000,4,1.75,1800,5210,"1",0,0,5,7,1080,720,1979,0,"98118",47.5298,-122.28,1870,5365 +"3459800020","20150406T000000",560000,4,1.75,2230,6838,"1",0,0,3,7,1320,910,1985,0,"98008",47.5742,-122.118,1580,7500 +"5437600010","20150406T000000",304000,3,2.5,1670,5298,"2",0,0,3,8,1670,0,2002,0,"98042",47.3925,-122.165,1920,5298 +"1395500020","20141107T000000",279900,3,1,1400,10800,"1",0,0,3,6,1400,0,1962,0,"98034",47.719,-122.202,1430,10000 +"0807800020","20150304T000000",315000,5,3,2110,10766,"2",0,0,3,7,2110,0,2005,0,"98030",47.3599,-122.176,1460,10400 +"1563102880","20140621T000000",849000,4,2,2160,6300,"1.5",0,1,4,8,2160,0,1928,0,"98116",47.5662,-122.404,1980,5152 +"8937500020","20150210T000000",325000,3,1.75,2420,14862,"1",0,0,3,8,1380,1040,1977,0,"98023",47.3301,-122.365,2550,14675 +"0629420480","20140926T000000",786000,4,3.5,3320,8808,"2",0,0,3,9,3320,0,2005,0,"98075",47.592,-121.989,3160,9226 +"8961950250","20140915T000000",384000,5,2.75,3220,8160,"2",0,0,3,9,3220,0,1999,0,"98001",47.3154,-122.254,2876,11521 +"4217400420","20141124T000000",907000,3,1.5,1340,6000,"1.5",0,1,3,9,1340,0,1927,0,"98105",47.66,-122.282,2600,6000 +"3121500020","20140702T000000",700000,3,2.5,2490,23891,"2",0,0,3,9,2490,0,1993,0,"98053",47.6716,-122.029,2900,34705 +"2025700430","20140826T000000",269500,3,2,1640,8395,"1",0,0,4,7,1640,0,1991,0,"98038",47.348,-122.035,1510,7180 +"0739800250","20150222T000000",269000,3,2.25,1420,7297,"1",0,0,3,7,1130,290,1984,0,"98031",47.4046,-122.194,1730,7419 +"8647600020","20141111T000000",749950,4,2.5,3340,123600,"2",0,0,3,10,3340,0,2005,0,"98053",47.6101,-121.955,3730,123600 +"1518000290","20150316T000000",325000,3,2.75,1580,4007,"2",0,0,3,7,1580,0,2001,0,"98019",47.7367,-121.969,1770,3799 +"8917100020","20140606T000000",1.15e+006,3,1.5,2170,16600,"1",1,2,3,10,1130,1040,1979,0,"98052",47.6307,-122.088,3130,13875 +"3205100010","20141216T000000",406000,3,1.5,1370,7853,"1",0,0,4,7,1370,0,1962,0,"98056",47.5409,-122.18,1730,9465 +"2405500050","20140606T000000",650000,4,2.5,2840,9354,"2",0,0,3,10,2840,0,1990,0,"98074",47.6274,-122.04,2540,10200 +"7823700005","20140707T000000",295000,3,1.75,1940,7500,"1.5",0,0,4,8,1940,0,1918,1985,"98022",47.2062,-121.993,1650,7500 +"8642600170","20141009T000000",375000,4,2,1757,19370,"1",0,2,5,7,1757,0,1955,0,"98198",47.3974,-122.312,1850,11125 +"7518502960","20150227T000000",395000,2,1,980,5100,"1",0,0,4,6,980,0,1907,0,"98117",47.6824,-122.38,1190,5100 +"4279600080","20141231T000000",609000,6,3,2470,9267,"2",0,0,3,8,2470,0,1982,0,"98007",47.6025,-122.152,2470,9151 +"6421100592","20140910T000000",510000,3,1.75,1610,11950,"1",0,2,3,7,1210,400,1984,0,"98052",47.6705,-122.138,1610,9363 +"7967200290","20140530T000000",190000,3,2.25,1590,11745,"1",0,0,3,7,1090,500,1978,0,"98001",47.3553,-122.28,1540,12530 +"7228501903","20140805T000000",250000,1,1,780,1033,"1",0,0,3,7,780,0,1922,1985,"98122",47.6155,-122.306,1040,1319 +"9275200080","20141107T000000",295000,3,1.5,720,7450,"1",0,1,1,5,720,0,1924,0,"98126",47.584,-122.375,2600,7360 +"8825900095","20150421T000000",740000,3,1.5,1630,4080,"1.5",0,0,4,8,1630,0,1927,0,"98115",47.6756,-122.308,1950,4080 +"7849201100","20150217T000000",323000,3,1,1590,7759,"2",0,0,4,7,1590,0,1912,1984,"98065",47.5217,-121.819,1600,7200 +"8562790980","20150303T000000",713000,3,2.75,2310,1850,"2",0,0,3,10,2020,290,2011,0,"98027",47.5304,-122.073,2340,2155 +"1370801435","20141105T000000",1.07e+006,3,1.75,2320,6090,"2",0,3,3,8,2040,280,1939,0,"98199",47.643,-122.412,3110,7052 +"3897100275","20141027T000000",460000,3,1.75,1660,9900,"2",0,0,3,8,1660,0,1978,0,"98033",47.6704,-122.184,1720,6600 +"6745700190","20150407T000000",880000,3,1.75,2070,5000,"1.5",0,0,3,8,2070,0,1920,0,"98144",47.5828,-122.291,2630,5000 +"2770600795","20150302T000000",585000,4,1.75,2500,7000,"1",0,0,3,7,1250,1250,1947,0,"98199",47.648,-122.386,1680,7000 +"1148000190","20140522T000000",249950,2,1,940,8532,"1",0,0,4,7,940,0,1959,0,"98166",47.4814,-122.343,1050,8100 +"5039300305","20141107T000000",450000,3,2.5,1990,3478,"2",0,0,3,10,1520,470,1990,0,"98199",47.6361,-122.399,1710,6157 +"3981200250","20140926T000000",450000,3,2.5,2620,14096,"2",0,0,4,9,2620,0,1989,0,"98042",47.3513,-122.1,3010,14096 +"5457300095","20150107T000000",1.775e+006,4,3.25,3730,7071,"3",0,2,3,11,3730,0,1985,0,"98109",47.6292,-122.355,3730,7680 +"1862400479","20140923T000000",350000,3,3.25,1600,1298,"3",0,0,3,8,1600,0,1999,0,"98117",47.6954,-122.375,1600,1348 +"8669160010","20150325T000000",292500,3,2.5,2095,3438,"2",0,0,3,7,2095,0,2008,0,"98002",47.3523,-122.213,1805,3402 +"2481630290","20140626T000000",879000,4,2.75,4230,31747,"2",0,0,4,10,4230,0,1985,0,"98072",47.731,-122.132,4080,35576 +"8925100255","20140612T000000",1.184e+006,4,2.5,3200,7500,"1.5",0,1,5,8,1860,1340,1948,0,"98115",47.6826,-122.274,2500,6500 +"0424069130","20150213T000000",584999,4,2.75,2050,17859,"1",0,0,4,7,1300,750,1967,0,"98075",47.5945,-122.056,2960,20908 +"2231800020","20141120T000000",366000,4,2.75,2020,8093,"1",0,0,5,7,1300,720,1961,0,"98133",47.7685,-122.332,1920,8089 +"3625700080","20150108T000000",987500,4,2.25,3270,15760,"1",0,0,4,10,2000,1270,1974,0,"98040",47.5295,-122.229,4100,15760 +"3343901188","20150323T000000",300000,3,1,1320,7200,"1",0,0,4,7,1320,0,1959,0,"98056",47.5048,-122.19,1720,7249 +"1328330430","20150408T000000",299000,2,1.75,1270,7800,"1",0,0,4,7,890,380,1981,0,"98058",47.4438,-122.134,2020,8025 +"2464400500","20140714T000000",560000,4,1.75,1980,2700,"1.5",0,0,3,8,1210,770,1931,0,"98115",47.6865,-122.32,1720,2910 +"4054710190","20140701T000000",695000,3,2.5,2620,51354,"2",0,0,3,9,2620,0,1998,0,"98077",47.7211,-122.028,2620,37042 +"5095400630","20141205T000000",360000,4,1.75,1750,18810,"1",0,0,3,7,1220,530,1977,0,"98059",47.4719,-122.074,1840,17424 +"1788300020","20140708T000000",183500,3,1,1040,8892,"1",0,0,4,6,800,240,1958,0,"98023",47.3273,-122.349,820,9000 +"3336001470","20140619T000000",311000,3,1.75,1900,3000,"1.5",0,0,5,7,1070,830,1903,0,"98118",47.5255,-122.265,1130,6000 +"1310960190","20141021T000000",263000,3,1.75,1660,7210,"1",0,0,4,7,1660,0,1977,0,"98032",47.3609,-122.274,2150,7350 +"1545803340","20150224T000000",269000,3,1.75,1530,7930,"1",0,0,5,7,1530,0,1986,0,"98038",47.3609,-122.05,1610,7930 +"0524059148","20140606T000000",1.6e+006,4,3.5,4280,9583,"2",0,0,3,11,4280,0,2005,0,"98004",47.5979,-122.197,2360,10031 +"7852190290","20150303T000000",564000,4,2.5,2870,6658,"2",0,0,3,8,2870,0,2004,0,"98065",47.5394,-121.878,2770,6658 +"2385200050","20140620T000000",425000,3,2.5,2540,5612,"2",0,0,3,9,2540,0,1999,0,"98059",47.4965,-122.157,2380,6303 +"8827901060","20140709T000000",679000,4,2.75,2100,4480,"1.5",0,0,4,7,1780,320,1928,0,"98105",47.6691,-122.294,2050,4480 +"6456200020","20140826T000000",410000,3,2,1740,9300,"1",0,0,4,7,1740,0,1952,0,"98166",47.4526,-122.357,1540,9638 +"4166800080","20141020T000000",340000,4,2.5,2441,7316,"2",0,0,3,8,2441,0,2007,0,"98023",47.3237,-122.337,2724,7357 +"1591600307","20150511T000000",360000,3,1.75,1810,7200,"1",0,0,5,7,1030,780,1959,0,"98146",47.4993,-122.364,1950,8384 +"0926069132","20140520T000000",450000,3,1.5,2060,44866,"1",0,0,3,8,2060,0,1953,0,"98077",47.7503,-122.051,2320,43995 +"7130300170","20150326T000000",552000,4,2.75,3160,8429,"1",0,3,4,7,1620,1540,1982,0,"98178",47.511,-122.251,1760,6780 +"2599200460","20140805T000000",294000,4,2,2930,12840,"1.5",0,0,4,8,2930,0,1965,0,"98092",47.2957,-122.187,1960,10920 +"7214400005","20150313T000000",663500,2,1,1310,5200,"1",0,0,3,7,910,400,1946,0,"98115",47.6784,-122.304,1320,4794 +"5017000470","20140710T000000",1.975e+006,6,4.5,4800,9097,"2",0,0,3,10,3580,1220,2007,0,"98112",47.6259,-122.291,2180,6037 +"8651402660","20141008T000000",175409,4,1.5,1450,5530,"1",0,0,4,6,1450,0,1969,0,"98042",47.3613,-122.087,1060,5200 +"8665900328","20150123T000000",459000,4,3,1900,9077,"2",0,0,3,7,1900,0,1954,2015,"98155",47.7684,-122.304,1900,12868 +"3881900321","20140514T000000",339950,3,1,1050,5402,"1.5",0,0,4,7,1050,0,1906,0,"98144",47.5867,-122.311,1510,4685 +"1524079028","20141029T000000",393000,5,1.75,1610,15246,"1",0,0,3,6,1610,0,1936,0,"98024",47.5654,-121.894,1410,10500 +"0626049091","20140627T000000",275500,2,1,720,11400,"1",0,0,5,6,720,0,1951,0,"98133",47.7641,-122.341,1690,8075 +"6073200020","20150413T000000",485000,3,1,1020,9835,"1",0,0,5,7,1020,0,1955,0,"98006",47.5728,-122.179,1210,9622 +"3243100050","20140722T000000",250000,3,1,1250,7920,"1",0,0,4,7,1250,0,1960,0,"98059",47.4853,-122.126,1440,9648 +"1693600080","20141030T000000",935100,4,3.5,3200,8049,"1",0,0,3,8,2700,500,1980,0,"98005",47.5841,-122.172,1640,8506 +"7140600020","20150414T000000",245000,3,1,990,9599,"1",0,0,4,6,990,0,1959,0,"98002",47.2934,-122.215,1216,10364 +"6388910280","20150429T000000",670000,4,2.5,2850,25993,"2",0,0,4,9,2850,0,1989,0,"98056",47.5318,-122.17,2480,12672 +"2524000050","20141212T000000",1.393e+006,3,3.5,4240,21578,"2",0,0,3,10,3500,740,1994,0,"98040",47.5614,-122.215,3120,16440 +"2223069120","20140820T000000",440000,4,1.75,2800,49149,"1",0,0,4,7,1400,1400,1978,0,"98027",47.4649,-122.034,2560,61419 +"1732801300","20141008T000000",1.248e+006,2,2.5,2310,3313,"2",0,0,3,9,2310,0,2006,0,"98119",47.6318,-122.365,2700,5670 +"1685200020","20140827T000000",203000,3,1.75,1490,8000,"1",0,0,4,7,1200,290,1978,0,"98092",47.3187,-122.18,1540,8000 +"9510970050","20140901T000000",583000,4,2.5,1840,4011,"2",0,0,3,9,1840,0,2005,0,"98052",47.6662,-122.083,2120,4011 +"7156200005","20150402T000000",575000,3,1,1740,9163,"1",0,0,3,7,1740,0,1954,0,"98125",47.705,-122.299,1490,6509 +"5316100780","20140922T000000",2.575e+006,4,3.5,3280,3800,"2",0,0,3,11,2880,400,2011,0,"98112",47.6299,-122.28,2050,3800 +"9362000080","20150316T000000",1.6e+006,5,3.5,4050,20925,"2",0,3,3,10,3020,1030,1973,2005,"98040",47.5348,-122.241,3880,18321 +"2221800080","20150416T000000",312500,4,2.5,2160,8755,"2",0,0,3,7,2160,0,1993,0,"98030",47.3585,-122.195,1990,7971 +"2722059075","20140811T000000",455000,3,2.75,2720,31314,"3",0,2,3,8,2720,0,1986,0,"98042",47.3689,-122.163,2290,15188 +"3459600440","20141125T000000",1.31e+006,5,3,3650,16600,"1",0,3,4,9,1860,1790,1978,0,"98006",47.56,-122.144,3150,10400 +"6844700415","20150316T000000",605000,4,2.25,1750,6120,"1",0,0,3,7,1150,600,1962,0,"98115",47.6958,-122.29,1350,6120 +"1223089016","20140718T000000",325000,3,2.25,2450,49658,"1",0,0,3,7,1770,680,1978,0,"98045",47.486,-121.726,1340,121097 +"8044700010","20150427T000000",630000,3,1.75,1940,7306,"1",0,0,3,8,1470,470,1982,0,"98052",47.6632,-122.153,2360,8865 +"2024059130","20150109T000000",928950,4,3.75,3280,6000,"2",0,0,3,9,3280,0,2014,0,"98006",47.554,-122.19,2900,10108 +"8019700010","20141010T000000",489950,3,1.75,2480,10804,"1",0,0,3,8,1800,680,1976,0,"98177",47.7721,-122.367,2480,10400 +"1785400780","20150415T000000",550000,3,2.25,2120,18255,"1",0,0,3,8,1590,530,1984,0,"98074",47.6279,-122.037,2120,12997 +"4222200380","20140805T000000",237000,3,2,1710,7920,"1",0,0,3,8,1260,450,1968,0,"98003",47.3473,-122.305,1760,8120 +"7503000050","20140807T000000",390000,3,2.5,1690,10113,"1",0,0,3,7,1310,380,1991,0,"98028",47.7381,-122.223,1690,10113 +"1592000680","20140528T000000",665000,3,2.5,2190,10370,"2",0,0,3,9,2190,0,1987,0,"98074",47.6218,-122.03,2470,10472 +"4303200130","20150210T000000",277000,4,3,1960,5160,"1",0,0,3,7,1170,790,2001,0,"98106",47.5313,-122.36,1960,5160 +"7731100066","20140612T000000",545000,3,1,1510,5000,"1.5",0,0,3,7,1510,0,1909,0,"98105",47.6708,-122.297,1680,4000 +"2770602335","20150407T000000",615000,3,2.5,1490,1410,"2",0,0,3,10,1300,190,2008,0,"98199",47.6478,-122.383,1490,1715 +"6706200130","20150415T000000",343000,3,1.75,2210,7920,"1",0,0,3,7,1400,810,1966,0,"98178",47.4968,-122.237,2220,7920 +"6632300567","20140730T000000",597000,4,2.5,2340,7877,"2",0,0,3,9,2340,0,2004,0,"98125",47.73,-122.315,1920,9116 +"7000100635","20140715T000000",600000,3,1,940,19000,"1",0,0,3,6,940,0,1945,0,"98004",47.5828,-122.19,2280,19000 +"1954420420","20150313T000000",479000,3,1.75,1470,6018,"1",0,0,3,8,1470,0,1987,0,"98074",47.6171,-122.044,1720,6584 +"7809200005","20141216T000000",292000,3,1.75,1650,14633,"1",0,0,4,7,1650,0,1958,0,"98056",47.4984,-122.176,1370,12495 +"3056000050","20140912T000000",265000,3,1.5,1400,6527,"1",0,0,3,7,1110,290,1957,0,"98166",47.4535,-122.358,1690,7597 +"7214780050","20150420T000000",623000,4,2.5,2710,49044,"2",0,0,3,9,2710,0,1988,0,"98077",47.774,-122.08,2560,38190 +"3210950080","20140514T000000",486000,4,2.5,2150,39449,"1",0,0,3,7,1420,730,1978,0,"98024",47.5531,-121.892,2010,35717 +"6914700130","20140615T000000",520500,3,2,1900,8100,"1",0,0,4,7,950,950,1940,0,"98115",47.6997,-122.319,1400,6380 +"7237550130","20140520T000000",1.3e+006,4,3.5,4380,74052,"1",0,0,3,11,4380,0,2001,0,"98053",47.6587,-122.009,5170,62291 +"1250202660","20140924T000000",825000,4,1,2290,6300,"1.5",0,4,4,7,2150,140,1921,0,"98144",47.5917,-122.29,2390,6300 +"3546000380","20140928T000000",259900,3,1.75,1690,7953,"1",0,0,3,7,1690,0,1986,0,"98030",47.3556,-122.175,1680,7425 +"5451200280","20150402T000000",1.17e+006,5,2.75,3090,12031,"1",0,0,5,9,1600,1490,1968,0,"98040",47.5342,-122.226,2280,10800 +"7129301851","20140923T000000",245000,2,1,1120,5650,"1",0,1,3,6,720,400,1904,0,"98118",47.5155,-122.255,2160,6480 +"0582000010","20150320T000000",830200,3,2.5,2680,4990,"1",0,0,5,8,1440,1240,1951,0,"98199",47.6538,-122.393,2320,6000 +"8078360080","20140623T000000",650000,4,2.5,2400,7351,"2",0,0,3,9,2400,0,1990,0,"98029",47.5707,-122.022,2330,7756 +"2658000373","20150122T000000",305000,4,2,1610,6250,"1",0,0,4,7,1610,0,1952,0,"98118",47.5293,-122.271,1310,6000 +"7504400290","20150305T000000",599000,5,2.5,3470,12003,"2",0,0,3,8,3470,0,1978,0,"98074",47.624,-122.048,2220,12283 +"7137950460","20140926T000000",272000,4,2.5,2070,6175,"2",0,0,3,8,2070,0,1993,0,"98092",47.3262,-122.174,1940,6175 +"3303950130","20141113T000000",415000,3,2.5,2420,10733,"2",0,0,3,8,2420,0,1996,0,"98038",47.3835,-122.035,1950,8534 +"6648500440","20141121T000000",319000,4,2.25,2380,7400,"1",0,0,4,8,1760,620,1979,0,"98042",47.3555,-122.149,1940,7400 +"3824100235","20140724T000000",425000,4,1.75,2120,15920,"1",0,0,4,7,1060,1060,1960,0,"98028",47.771,-122.258,2200,12580 +"8732020440","20150428T000000",297500,4,2.5,2190,8100,"1",0,0,4,8,1250,940,1978,0,"98023",47.3131,-122.392,2100,8840 +"8649900480","20140527T000000",725000,4,2.5,2740,12899,"2",0,0,4,10,2740,0,1990,0,"98075",47.5811,-122.028,2830,9453 +"7708250010","20150107T000000",325000,3,2.5,1830,7585,"2",0,0,4,8,1830,0,1995,0,"98042",47.3893,-122.154,2070,7585 +"7955040130","20140805T000000",460000,3,1.75,1370,8467,"1",0,0,4,7,970,400,1972,0,"98052",47.6644,-122.145,1650,8472 +"3424069215","20150217T000000",396480,3,1,1000,10800,"1",0,0,3,7,1000,0,1959,0,"98027",47.52,-122.03,1140,16846 +"1337801060","20150305T000000",1.025e+006,3,1,2050,4800,"2",0,0,3,8,1950,100,1922,0,"98112",47.6315,-122.311,2220,4800 +"2225300585","20141120T000000",370000,3,2.75,1750,9166,"1",0,0,4,7,1170,580,1979,0,"98155",47.7696,-122.325,1810,8760 +"2525300380","20150416T000000",260656,3,1,1620,13803,"1",0,0,4,6,1620,0,1969,0,"98038",47.3631,-122.028,1260,10370 +"5634500415","20140715T000000",431000,3,2.5,1710,12677,"2",0,0,3,8,1710,0,1996,0,"98028",47.75,-122.234,1610,12160 +"2113700780","20150113T000000",320000,3,1,1060,5000,"1",0,0,3,7,1060,0,1958,0,"98106",47.5294,-122.354,1220,4600 +"1310970380","20140519T000000",296500,3,2.75,2170,7900,"1",0,0,4,8,1380,790,1978,0,"98032",47.362,-122.277,2170,7700 +"8562500380","20150309T000000",679000,4,2.5,3080,8451,"1",0,0,3,7,1540,1540,1969,0,"98052",47.674,-122.154,1550,8125 +"0567000680","20140801T000000",359000,3,3,1320,1071,"2",0,0,3,7,1080,240,2003,0,"98144",47.5942,-122.296,1780,7715 +"1623049174","20150402T000000",330000,4,3,1920,12040,"1",0,0,3,7,1920,0,1962,0,"98168",47.4805,-122.301,1530,10230 +"9406590280","20140516T000000",350000,4,2.5,2440,4000,"2",0,0,3,7,2440,0,2009,0,"98038",47.3841,-122.036,2410,4502 +"3275800050","20141022T000000",242000,3,1.5,1640,8922,"1",0,0,4,7,1640,0,1963,0,"98146",47.495,-122.342,1540,9040 +"0326069027","20150326T000000",692500,3,2.5,2420,198198,"2",0,0,3,9,2420,0,1997,0,"98077",47.772,-122.022,2780,179467 +"0825049073","20140630T000000",441000,2,1.5,1190,3400,"1",0,0,3,7,990,200,1919,0,"98115",47.6726,-122.32,1410,3150 +"3275870080","20141212T000000",765000,4,2.5,2910,15016,"2",0,0,3,10,2910,0,1990,0,"98052",47.69,-122.097,2870,13992 +"6837700170","20140903T000000",375000,2,1,1010,4050,"1",0,0,3,7,1010,0,1950,0,"98116",47.5838,-122.382,2310,5000 +"0243000380","20150326T000000",365000,3,1.75,2080,7800,"1",0,0,5,7,1220,860,1955,0,"98166",47.4536,-122.355,1770,7860 +"0582000675","20140908T000000",580000,2,1.5,1990,6000,"1",0,0,3,6,1430,560,1944,0,"98199",47.6521,-122.398,1350,6000 +"2655500235","20150410T000000",1.605e+006,4,3.5,3920,19088,"1",0,1,3,10,2240,1680,2005,0,"98040",47.576,-122.214,3800,13749 +"4178300040","20150219T000000",841000,4,2.5,3080,13870,"2",0,0,4,9,3080,0,1981,0,"98007",47.6197,-122.149,2920,12221 +"3526059115","20150421T000000",515000,5,3,2670,11761,"1",0,0,3,7,1370,1300,1981,0,"98052",47.6895,-122.129,2580,10703 +"1722069052","20141024T000000",565000,5,2.5,4320,107157,"1",0,0,4,8,2160,2160,1967,0,"98038",47.4009,-122.059,2480,107157 +"5101404698","20141215T000000",365000,2,1.5,1200,6380,"1",0,0,3,7,1200,0,1929,0,"98115",47.697,-122.319,1290,6598 +"0013002495","20140707T000000",295000,3,1.5,1640,7222,"2",0,0,4,7,1640,0,1908,0,"98108",47.5215,-122.33,1240,5100 +"2391600555","20140630T000000",406500,2,1,870,5750,"1",0,0,4,7,870,0,1947,0,"98116",47.5637,-122.395,1100,5750 +"1133000144","20150212T000000",614905,3,2.5,2410,7225,"2",0,0,3,8,2410,0,1991,0,"98125",47.7211,-122.31,1940,8347 +"2525049133","20150402T000000",1.398e+006,5,2.25,2640,14959,"1",0,0,4,7,1770,870,1929,0,"98039",47.6191,-122.234,3240,17904 +"0345700180","20140716T000000",250000,2,1,990,10556,"2",0,0,3,7,990,0,1981,0,"98056",47.5118,-122.188,1350,7295 +"7518504775","20141112T000000",549000,5,1,1500,3978,"2",0,0,3,7,1500,0,1929,0,"98117",47.6811,-122.383,1350,4080 +"3056800230","20140820T000000",397000,4,2.5,1790,6590,"2",0,0,3,7,1790,0,2005,0,"98059",47.4829,-122.128,1950,5180 +"6143600580","20140505T000000",184000,3,1.75,1490,10125,"1",0,0,4,7,1490,0,1962,0,"98001",47.3075,-122.284,2488,4981 +"9471200265","20150505T000000",2.5e+006,4,3.25,3960,16224,"2",0,2,3,12,3100,860,1938,0,"98105",47.6701,-122.259,3960,15050 +"8024200855","20140728T000000",499100,3,1.5,1620,5108,"1",0,0,3,7,1620,0,1954,0,"98115",47.6978,-122.316,1380,6130 +"3178100065","20140925T000000",676101,4,1.5,2270,6010,"1",0,0,3,8,1290,980,1954,0,"98115",47.6743,-122.269,2120,5987 +"3432501295","20140623T000000",290000,3,1,1150,8145,"1",0,0,4,6,990,160,1932,0,"98155",47.7471,-122.317,1200,8145 +"5467500040","20150304T000000",390000,4,1.75,2180,7560,"1",0,0,4,7,1560,620,1962,0,"98133",47.757,-122.336,1810,7352 +"2872100245","20140604T000000",465000,3,1,910,4500,"1",0,0,3,7,910,0,1948,0,"98117",47.6828,-122.395,1370,5000 +"1154100515","20140926T000000",470000,3,2.75,2770,54707,"1.5",0,0,3,8,2370,400,1938,0,"98155",47.7555,-122.289,1640,54707 +"3298300210","20150219T000000",435000,3,1,940,7590,"1",0,0,4,6,940,0,1959,0,"98008",47.6231,-122.12,1250,7590 +"2473002700","20140627T000000",415000,3,1.75,2410,8944,"1",0,0,4,8,1860,550,1967,0,"98058",47.4494,-122.139,2750,9600 +"7544800395","20150225T000000",450000,3,2,1010,2820,"1.5",0,0,3,7,1010,0,1905,0,"98122",47.6066,-122.304,1330,3000 +"0822039111","20150327T000000",645000,3,2.5,2120,196995,"1",0,1,3,9,2120,0,1997,0,"98070",47.4089,-122.459,1304,92423 +"2223059052","20140529T000000",231000,4,2,1530,6375,"2",0,0,3,7,1530,0,1942,1983,"98058",47.4692,-122.162,1500,8712 +"1320069223","20140624T000000",358000,3,1.5,1810,100188,"1",0,0,5,7,1810,0,1969,0,"98022",47.2175,-121.995,1540,40415 +"2551500220","20140815T000000",330000,3,1,1040,11900,"1",0,0,5,6,1040,0,1972,0,"98070",47.4332,-122.446,1250,9600 +"1049000740","20141120T000000",229950,2,1.5,1160,1848,"2",0,0,3,7,1160,0,1972,0,"98034",47.7366,-122.176,1160,1566 +"9324800180","20141016T000000",403250,2,1.5,1430,8137,"1",0,0,3,7,1130,300,1934,0,"98125",47.7307,-122.29,1430,8137 +"7853220690","20140912T000000",470000,3,2.5,2280,6134,"2",0,0,3,8,2280,0,2004,0,"98065",47.5335,-121.854,2640,6167 +"1545803980","20150425T000000",239000,3,1,1200,7810,"1",0,0,4,7,1200,0,1967,0,"98038",47.3631,-122.05,1590,7800 +"2484700015","20150327T000000",579000,4,1.5,2480,6000,"1",0,0,3,8,1520,960,1955,0,"98136",47.5233,-122.386,1810,6000 +"0993000873","20150318T000000",380500,3,2,1270,1348,"3",0,0,3,8,1270,0,2003,0,"98103",47.6929,-122.342,1180,1360 +"9520900210","20141231T000000",614285,5,2.75,2730,6401,"2",0,0,3,8,2730,0,2015,0,"98072",47.7685,-122.16,2520,6126 +"3629960590","20150407T000000",376000,2,2,1340,1635,"2",0,0,3,8,1340,0,2003,0,"98029",47.5476,-122.005,1410,1375 +"9558200210","20150217T000000",290000,3,1,1240,9300,"1",0,0,3,7,1240,0,1954,0,"98148",47.4363,-122.333,1250,9300 +"3876000910","20150129T000000",487000,4,2.25,2400,7000,"1",0,0,4,8,1800,600,1965,0,"98034",47.7207,-122.184,2210,7210 +"7228501745","20150219T000000",935000,4,2,1220,7489,"2",0,0,3,7,1220,0,1903,0,"98122",47.6133,-122.306,1220,3750 +"8856004328","20150327T000000",255000,4,2.5,2163,5882,"2",0,0,3,7,2163,0,2006,0,"98001",47.2736,-122.251,1760,9600 +"0253600150","20140826T000000",380000,2,2.5,1860,3504,"2",0,0,3,7,1860,0,2000,0,"98028",47.776,-122.239,1860,4246 +"5101400934","20150424T000000",450000,2,1,810,4368,"1",0,0,3,6,810,0,1958,0,"98115",47.6915,-122.312,1890,5253 +"9202650100","20141010T000000",622000,3,2.5,1950,7481,"2",0,0,3,8,1950,0,1987,0,"98027",47.564,-122.091,1980,8479 +"2310030490","20150323T000000",292500,3,2.25,1390,6004,"2",0,0,3,8,1390,0,1993,0,"98038",47.3536,-122.047,1630,6397 +"1860600535","20141220T000000",1.32e+006,4,3,2120,3600,"2",0,3,4,8,1830,290,1908,1996,"98119",47.6344,-122.369,2120,3600 +"1250201130","20150206T000000",410000,4,2,1510,3240,"1",0,0,5,7,870,640,1901,0,"98144",47.5972,-122.296,1420,5160 +"3298700820","20141024T000000",160000,3,1.75,1010,5355,"1",0,0,3,6,1010,0,1950,0,"98106",47.5202,-122.351,750,4515 +"1339300025","20140602T000000",809000,4,1.5,1840,4337,"2",0,0,4,8,1840,0,1917,0,"98112",47.6312,-122.307,2250,4337 +"4006000571","20150312T000000",183750,5,2.75,1650,5453,"1",0,0,3,7,1650,0,1970,0,"98118",47.5293,-122.285,1670,5885 +"9310300300","20141013T000000",411000,5,1.75,2860,12293,"1",0,0,4,8,1430,1430,1947,0,"98133",47.7385,-122.348,1920,18110 +"5332200515","20150209T000000",1.05e+006,3,1.75,2650,5512,"2",0,0,3,9,2250,400,1984,0,"98112",47.6265,-122.295,1440,5100 +"0809001565","20140822T000000",625000,2,1,1100,4160,"1",0,0,3,7,1100,0,1919,0,"98109",47.6352,-122.352,1900,4000 +"9406520580","20140819T000000",305000,3,2.25,1646,9519,"2",0,0,3,7,1646,0,1994,0,"98038",47.3646,-122.036,1975,8889 +"1323059143","20150423T000000",915000,4,4.5,5250,48352,"2",0,0,3,10,5250,0,1998,0,"98059",47.4858,-122.111,2500,48352 +"2131701020","20150311T000000",317000,3,1.5,1390,8300,"1",0,0,4,7,1390,0,1974,0,"98019",47.7383,-121.983,1470,7500 +"3438503045","20150120T000000",165000,2,1,780,6380,"1",0,0,3,6,780,0,1947,0,"98106",47.5423,-122.351,1270,6960 +"3204300705","20140515T000000",575000,2,1,1490,6000,"1",0,0,3,7,1090,400,1946,0,"98112",47.6296,-122.3,1590,6000 +"7941600220","20140610T000000",219900,3,1,970,7742,"1",0,0,4,6,970,0,1967,0,"98003",47.3173,-122.327,970,7650 +"3885805175","20141001T000000",1.485e+006,4,3.25,3730,7200,"2",0,0,3,10,2810,920,2006,0,"98033",47.6824,-122.199,2490,7200 +"1237500120","20140520T000000",300000,3,1,1090,9900,"1",0,0,4,7,1090,0,1955,0,"98052",47.6755,-122.16,1720,10419 +"0322069020","20140619T000000",520000,3,1.75,1940,219527,"1",0,0,3,7,1940,0,1991,0,"98038",47.4214,-122.02,2060,108900 +"1310700330","20150507T000000",310000,4,2.25,1780,8820,"1",0,0,4,8,1480,300,1966,0,"98032",47.3618,-122.289,1780,8625 +"0423059207","20150223T000000",322500,3,2,1190,6445,"1",0,0,3,7,1190,0,1996,0,"98056",47.5057,-122.172,1920,8195 +"7205000180","20150417T000000",320000,4,2.25,2000,10374,"2",0,1,4,7,2000,0,1967,0,"98023",47.3342,-122.34,2170,10374 +"7852180530","20150403T000000",440000,3,2.5,1390,4997,"2",0,0,3,7,1390,0,2004,0,"98065",47.5303,-121.855,2340,4125 +"6021501780","20140818T000000",578000,3,1,1500,4500,"1",0,0,3,7,1120,380,1938,0,"98117",47.6873,-122.385,1440,4500 +"8673400061","20141119T000000",382000,2,1.5,1070,877,"3",0,0,3,8,1070,0,2005,0,"98107",47.6699,-122.393,1320,1193 +"3905100220","20140528T000000",535000,3,2.5,1720,4006,"2",0,0,3,8,1720,0,1994,0,"98029",47.569,-122.007,1780,3974 +"5104540330","20150508T000000",679000,4,2.5,3680,7236,"2",0,0,3,10,3680,0,2006,0,"98038",47.3543,-122.005,3310,7180 +"6752300120","20141201T000000",258900,3,2.25,1400,10436,"1",0,0,4,7,1040,360,1985,0,"98058",47.4261,-122.144,1860,9318 +"4077800412","20150316T000000",563000,3,1.5,1730,9509,"2",0,0,3,8,1270,460,1955,0,"98125",47.7067,-122.282,1810,8795 +"2787250090","20140618T000000",562000,5,3,2795,15101,"2",0,0,3,8,2795,0,1996,0,"98019",47.7301,-121.972,2750,14567 +"0461002150","20150105T000000",725000,4,1.75,2000,3750,"1",0,0,5,8,1120,880,1950,0,"98117",47.6816,-122.374,1370,5000 +"1898310100","20150220T000000",236775,3,2.5,1830,8372,"2",0,0,3,8,1830,0,1987,0,"98023",47.3116,-122.4,1770,8372 +"3886902950","20140911T000000",860000,4,3.5,3380,8098,"1",0,1,5,9,1690,1690,1952,0,"98033",47.6839,-122.19,1890,8400 +"4427100025","20140509T000000",270000,3,1.5,1500,6337,"1",0,0,5,7,1500,0,1953,0,"98125",47.7276,-122.312,1420,6337 +"4038700730","20141230T000000",621000,4,2.75,1950,6930,"1",0,2,4,7,1250,700,1960,0,"98008",47.616,-122.113,1950,8560 +"7852011020","20150327T000000",527900,3,2.5,2490,5928,"2",0,2,3,8,2490,0,1998,0,"98065",47.5385,-121.87,2420,6381 +"0126059018","20150108T000000",395000,4,2.25,1780,10748,"2",0,0,4,8,1780,0,1964,0,"98072",47.762,-122.11,2070,37680 +"9407001340","20140522T000000",320000,3,2,1110,10500,"1",0,0,5,7,1110,0,1978,0,"98045",47.4456,-121.773,1230,10395 +"2799800750","20150416T000000",300000,4,2.5,2500,4750,"2",0,0,3,8,2500,0,2003,0,"98042",47.3666,-122.122,2690,4750 +"0192000120","20140520T000000",320000,3,1.75,1480,7225,"1",0,0,4,7,1480,0,1965,0,"98056",47.513,-122.185,1430,7201 +"0625069064","20150507T000000",625000,3,2.25,2570,47480,"1",0,0,3,9,2570,0,1979,0,"98053",47.6854,-122.079,2570,106722 +"2391600330","20150410T000000",505000,2,1,810,5060,"1",0,0,3,6,810,0,1941,0,"98116",47.5635,-122.394,900,5060 +"4180400090","20140613T000000",300000,4,2.5,2700,10814,"1",0,0,4,8,1560,1140,1966,0,"98030",47.369,-122.177,2460,6310 +"0050300220","20150212T000000",363000,4,2.5,2180,9281,"2",0,0,3,8,2180,0,2004,0,"98042",47.3673,-122.072,2520,9520 +"4141010110","20140808T000000",1.7e+006,4,3.5,4330,15335,"2",0,0,4,11,3230,1100,1988,0,"98040",47.5315,-122.231,3840,14311 +"6641040100","20140515T000000",1.1468e+006,4,3.5,4210,10308,"2",0,0,3,10,4210,0,2006,0,"98008",47.5905,-122.117,3860,10200 +"7922720040","20150317T000000",680000,4,2.5,2880,9202,"1",0,0,3,8,1780,1100,1977,0,"98052",47.6658,-122.139,2500,10265 +"8825900245","20141209T000000",678940,5,2.25,2610,4080,"2",0,0,5,7,1750,860,1909,0,"98115",47.6757,-122.309,2160,4080 +"3883100220","20150120T000000",299000,3,1.75,2010,8065,"1",0,0,4,7,1090,920,1984,0,"98031",47.4171,-122.202,1560,8065 +"3649100306","20140506T000000",379900,4,1.75,1500,11600,"1",0,0,4,7,1000,500,1955,0,"98028",47.7373,-122.241,1740,11600 +"1099600090","20140613T000000",205000,3,1,1290,6566,"1",0,0,5,7,1290,0,1976,0,"98023",47.3004,-122.377,1690,6860 +"9828201725","20140520T000000",387500,4,1,1320,4440,"1.5",0,0,3,7,1320,0,1929,0,"98122",47.6145,-122.295,1260,4440 +"9352901085","20150204T000000",256000,3,1,1290,4720,"1",0,0,3,6,790,500,1948,0,"98106",47.5186,-122.358,1110,4720 +"4104910040","20140701T000000",548000,4,2.5,2440,11005,"2",0,0,3,9,2440,0,1994,0,"98056",47.5318,-122.176,2590,14754 +"6147600040","20150224T000000",163000,3,1.75,1290,4811,"1",0,0,3,7,1290,0,1996,0,"98032",47.3912,-122.234,1310,4811 +"6371000026","20150122T000000",367500,2,2,1030,600,"2",0,0,3,8,680,350,2004,0,"98116",47.5788,-122.41,1120,1267 +"8121100147","20140714T000000",390000,3,2.25,1640,2875,"2",0,0,3,6,1240,400,1983,0,"98118",47.5686,-122.286,1500,3960 +"6152900332","20140801T000000",415000,4,2.5,1160,16008,"1",0,0,4,7,1160,0,1989,0,"98155",47.7643,-122.295,1570,12645 +"9522600120","20141022T000000",449000,4,2.25,2230,8440,"2",0,0,4,8,2230,0,1968,0,"98011",47.7558,-122.217,2160,9412 +"2207200405","20140716T000000",460000,5,2,1910,12264,"1",0,0,4,7,1010,900,1963,0,"98007",47.601,-122.134,1700,9179 +"0203900690","20141223T000000",395000,4,2,1980,15354,"1",0,0,3,7,1980,0,1977,0,"98053",47.638,-121.968,1420,12300 +"0252000300","20150120T000000",300000,3,2,1470,16500,"1",0,0,3,7,1470,0,1961,0,"98042",47.3617,-122.061,1720,14406 +"8899100230","20150311T000000",345000,3,1.75,1520,7439,"1",0,0,4,7,1520,0,1969,0,"98055",47.457,-122.208,1650,7500 +"0685000265","20150102T000000",825000,3,1.75,1930,8442,"1",0,0,4,7,1930,0,1953,0,"98004",47.6313,-122.204,1790,8442 +"2705600068","20150327T000000",539950,3,2.5,1330,2180,"3",0,0,3,8,1330,0,2014,0,"98117",47.6987,-122.365,1330,5000 +"3326059191","20140616T000000",410000,4,2,1580,9581,"1",0,0,3,7,1580,0,1953,0,"98033",47.692,-122.165,1580,10552 +"1207000025","20140801T000000",245000,3,1,1370,6000,"1",0,0,3,7,1370,0,1955,0,"98146",47.4879,-122.339,1370,9520 +"3288301050","20140819T000000",482000,4,2.75,3010,15750,"1",0,0,4,8,1560,1450,1973,0,"98034",47.7336,-122.183,2110,9450 +"9407001500","20140811T000000",270000,3,1.75,1390,9000,"1",0,0,4,7,1390,0,1978,0,"98045",47.4469,-121.772,1400,9697 +"3882300090","20141226T000000",475000,3,1.75,1330,14560,"1",0,0,3,7,1330,0,1983,0,"98052",47.6599,-122.135,1510,9890 +"2926049221","20141014T000000",445800,3,2,1320,6500,"1",0,0,3,7,1320,0,1947,0,"98125",47.7119,-122.319,1110,6592 +"2121000300","20150219T000000",518000,4,3,2430,11670,"1",0,0,4,7,1330,1100,1978,0,"98034",47.7307,-122.228,1580,10464 +"3885801970","20140812T000000",785000,2,0.75,1260,4800,"1.5",0,2,4,6,1080,180,1942,0,"98033",47.6843,-122.212,2660,7200 +"3869900120","20150226T000000",430000,3,2.5,1690,1310,"2",0,0,3,8,1140,550,2004,0,"98136",47.5404,-122.387,1640,1321 +"4077800026","20140530T000000",715000,4,1.75,3420,7200,"1",0,3,5,8,1770,1650,1947,0,"98125",47.7081,-122.277,2450,6200 +"9324800450","20141009T000000",560000,3,1.5,2790,6900,"1",0,2,3,8,1700,1090,1955,0,"98125",47.7328,-122.288,2410,8100 +"1250201194","20141107T000000",449000,3,1.75,1270,6600,"1.5",0,0,5,7,1270,0,1903,0,"98144",47.5976,-122.295,1490,3600 +"2597520580","20141008T000000",805000,4,2.5,2910,9000,"2",0,0,3,9,2910,0,1989,0,"98006",47.5451,-122.142,2530,9000 +"6679000720","20140924T000000",296000,3,2.5,1560,5845,"2",0,0,3,7,1560,0,2003,0,"98038",47.3851,-122.029,1860,5752 +"7312400325","20140625T000000",275000,2,1,770,4840,"1",0,0,4,7,770,0,1927,0,"98126",47.551,-122.376,930,4840 +"2473500110","20150112T000000",419950,3,1.75,1770,16909,"1",0,0,5,8,1770,0,1977,0,"98058",47.4458,-122.134,1960,9100 +"1773100123","20141002T000000",285000,3,1.75,1100,1307,"2",0,0,3,7,780,320,2008,0,"98106",47.5601,-122.363,1170,4800 +"6791050100","20140721T000000",775000,3,2.5,2890,8470,"2",0,0,3,10,2890,0,1996,0,"98075",47.5785,-122.054,3000,8879 +"1823059106","20150428T000000",288250,3,1.75,2110,15400,"1",0,0,3,7,1380,730,1963,0,"98178",47.4861,-122.226,2110,9800 +"3644100065","20150427T000000",257000,2,1.75,1220,2268,"1",0,0,4,6,610,610,1909,0,"98144",47.592,-122.295,1240,1675 +"5652601075","20140825T000000",377000,1,1,950,10585,"1.5",0,0,3,6,950,0,1929,0,"98115",47.6968,-122.297,1400,7056 +"2769601250","20150512T000000",550000,2,1,1420,3100,"1",0,0,3,7,820,600,1924,0,"98107",47.6737,-122.365,1420,3915 +"9842300540","20140624T000000",339000,3,1,1100,4128,"1",0,0,4,7,720,380,1942,0,"98126",47.5296,-122.379,1510,4538 +"7818700410","20141106T000000",481500,3,1.75,2140,6000,"1",0,0,3,7,1070,1070,1948,0,"98117",47.6913,-122.366,1240,4650 +"5437810360","20141107T000000",224500,3,1.75,1300,7735,"1",0,0,4,7,1300,0,1980,0,"98022",47.1983,-122,1300,8941 +"5163700085","20140826T000000",260000,3,1,1790,11884,"1",0,0,3,7,1790,0,1951,0,"98031",47.3887,-122.22,1660,11513 +"1794500360","20150423T000000",865000,2,1,1470,5400,"1.5",0,0,3,8,1470,0,1912,0,"98119",47.6391,-122.36,1760,3573 +"1777600450","20150505T000000",730000,5,3,2500,11779,"1",0,0,4,8,1550,950,1971,0,"98006",47.5696,-122.127,2580,12055 +"4083800555","20150326T000000",550000,2,1,980,3080,"1.5",0,0,3,7,980,0,1910,1946,"98103",47.6646,-122.339,1450,3333 +"3359500096","20140820T000000",645000,3,2,2130,4000,"2",0,0,3,7,2130,0,1908,0,"98115",47.6741,-122.323,2010,4000 +"4024100090","20141008T000000",250000,3,1.75,1360,16000,"1",0,0,3,7,1360,0,1978,0,"98155",47.7583,-122.306,1360,12939 +"7228501910","20150122T000000",507200,3,3.5,1630,1329,"2",0,0,3,9,1360,270,2000,0,"98122",47.6159,-122.306,1580,1319 +"7183000120","20140812T000000",380000,4,2.5,2500,11070,"1",0,2,4,8,1300,1200,1964,0,"98003",47.336,-122.334,2500,11070 +"7527000090","20140814T000000",540000,4,1.75,2260,19500,"1",0,2,3,8,1450,810,1971,0,"98074",47.6555,-122.086,2980,19500 +"8682281080","20140617T000000",738500,3,2.5,2300,6009,"1",0,0,3,8,2300,0,2005,0,"98053",47.7067,-122.013,1640,5931 +"2525310040","20150129T000000",206000,3,1,1060,10350,"1",0,0,4,7,1060,0,1980,0,"98038",47.365,-122.028,1500,9660 +"5589300210","20150317T000000",265000,2,1,940,9458,"1",0,0,3,6,940,0,1948,0,"98155",47.7523,-122.311,1450,9458 +"4008400515","20150120T000000",190000,1,0.75,780,77603,"1",0,0,1,5,780,0,1945,0,"98058",47.4396,-122.104,1750,30847 +"3268000040","20140628T000000",339900,3,1,1200,9087,"1",0,0,5,7,1200,0,1969,0,"98056",47.5234,-122.177,1250,11826 +"1022059123","20141226T000000",250000,6,2.5,2590,10890,"1",0,0,4,7,1340,1250,1970,0,"98042",47.4126,-122.165,2474,10454 +"3013300968","20140801T000000",416500,3,1,1100,4184,"1",0,0,4,7,1100,0,1965,0,"98136",47.5309,-122.382,1630,4366 +"7853220740","20150407T000000",575000,4,2.5,2890,9775,"2",0,2,3,8,2890,0,2004,0,"98065",47.5339,-121.854,2640,7184 +"3574801490","20140609T000000",385000,3,1.75,1230,7500,"1",0,0,3,7,1230,0,1987,0,"98034",47.7316,-122.224,1930,8747 +"2987400025","20141009T000000",253000,3,1,1030,6250,"1",0,0,3,7,1030,0,1960,1997,"98056",47.4988,-122.168,1160,7250 +"0625049313","20140902T000000",460000,3,1,1140,4600,"1",0,0,3,7,1140,0,1942,0,"98103",47.6897,-122.337,1370,5000 +"6169901085","20140807T000000",1.445e+006,4,2.5,3200,3600,"3",0,3,4,9,2600,600,1997,0,"98119",47.632,-122.369,2490,4080 +"9212900300","20150304T000000",492000,2,1,950,6000,"1",0,0,3,7,950,0,1942,0,"98115",47.6897,-122.294,1440,6000 +"2520069100","20141016T000000",275000,4,2,1960,30480,"1",0,2,4,7,1060,900,1972,0,"98022",47.1924,-121.988,1460,8914 +"2623069031","20140521T000000",542500,5,3.25,3010,1074218,"1.5",0,0,5,8,2010,1000,1931,0,"98027",47.4564,-122.004,2450,68825 +"7625703945","20140701T000000",345000,2,1,1080,7775,"1",0,0,3,6,1080,0,1955,0,"98136",47.5447,-122.394,1730,7350 +"9238480120","20150421T000000",575000,4,2.75,2730,35075,"1",0,0,3,8,1530,1200,1979,0,"98072",47.7726,-122.139,2310,35000 +"0626049058","20150504T000000",275000,5,2.5,2570,17234,"1",0,0,3,7,1300,1270,1959,0,"98133",47.7753,-122.355,1760,7969 +"0125059138","20140722T000000",510000,6,4.5,3300,7561,"2",0,0,3,8,3300,0,1980,0,"98052",47.6795,-122.104,2470,7561 +"9185700485","20150401T000000",2.538e+006,4,3.5,4350,6000,"2",0,0,5,10,2970,1380,1908,0,"98112",47.6277,-122.286,4190,7200 +"2523089110","20140909T000000",830000,3,3.5,3820,145054,"2",0,3,3,9,2870,950,1999,0,"98045",47.4419,-121.736,2500,95950 +"3825310540","20141121T000000",640000,4,2.5,2260,5172,"2",0,0,3,9,2260,0,2004,0,"98052",47.7047,-122.128,2680,5172 +"7202340590","20141014T000000",702000,4,2.75,3880,15025,"2",0,0,3,7,3880,0,2004,0,"98053",47.6777,-122.035,2620,5300 +"1952200410","20141119T000000",960000,3,2.5,2010,6857,"1",0,0,4,9,1450,560,1955,0,"98102",47.6402,-122.314,2380,6370 +"7137900410","20150429T000000",190000,3,1,950,7610,"1",0,0,3,7,950,0,1983,0,"98092",47.3188,-122.174,1360,7938 +"7105600085","20141009T000000",500000,3,2.25,1730,13040,"1",0,0,4,8,1290,440,1988,0,"98052",47.6809,-122.119,1730,11016 +"1461200040","20140714T000000",529000,3,2.5,3070,22098,"2",0,0,3,9,3070,0,1995,0,"98059",47.4724,-122.147,3070,21803 +"6675500035","20140613T000000",435000,3,1.75,1500,8173,"1",0,0,3,7,1500,0,1997,0,"98034",47.7293,-122.227,1970,8173 +"4322500110","20150303T000000",670000,3,1.75,2160,5760,"1",0,0,4,8,1260,900,1954,0,"98136",47.5346,-122.391,2090,5760 +"6064800090","20150507T000000",365000,3,2.25,1960,1985,"2",0,0,3,7,1750,210,2003,0,"98118",47.5419,-122.289,1760,1985 +"8085400355","20141204T000000",1.27e+006,5,3,3950,9520,"1",0,0,3,9,2250,1700,1953,2002,"98004",47.6363,-122.207,1890,9520 +"0943100220","20140925T000000",465000,3,1,1100,145490,"1.5",0,0,4,6,1100,0,1915,0,"98024",47.5697,-121.898,1100,11610 +"0854000165","20150107T000000",285000,3,1.5,1400,7582,"1",0,0,3,7,1400,0,1956,0,"98148",47.4536,-122.33,1280,7872 +"1443500905","20150205T000000",219950,3,1,1020,4960,"1.5",0,0,3,6,920,100,1926,0,"98118",47.5328,-122.275,1230,7335 +"4031700210","20141117T000000",220000,3,1.5,1600,10548,"1",0,0,4,7,1600,0,1962,0,"98001",47.2925,-122.284,2880,13609 +"6169900580","20140709T000000",1.465e+006,6,4.5,4230,6420,"2",0,3,4,8,2360,1870,1916,0,"98119",47.6301,-122.369,3450,4085 +"4232401265","20141020T000000",1.11275e+006,5,3.5,3090,3600,"2",0,0,3,9,2060,1030,2000,0,"98112",47.6217,-122.309,2240,3904 +"8682290410","20150417T000000",694000,2,2.5,2320,9311,"1",0,0,3,8,2320,0,2007,0,"98053",47.7226,-122.03,1680,4765 +"3904902430","20150403T000000",620000,3,2.5,2440,10363,"2",0,0,3,9,2440,0,1988,0,"98029",47.5634,-122.016,2500,10728 +"0114101540","20140821T000000",415000,3,1,2020,19210,"1",0,0,3,6,1760,260,1949,0,"98028",47.7552,-122.229,1780,14469 +"1025069106","20150223T000000",765000,3,3,3270,38088,"2",0,0,3,10,3270,0,1992,0,"98053",47.6692,-122.028,1870,37457 +"3179101945","20140715T000000",864000,4,1.75,2260,6600,"1",0,0,5,8,1220,1040,1948,0,"98115",47.6753,-122.278,2240,6600 +"3083000355","20141204T000000",385000,5,2,2020,4000,"2",0,0,3,7,2020,0,1950,0,"98144",47.5799,-122.305,1960,4000 +"1741700040","20150113T000000",725000,3,1,1000,19969,"1",0,0,3,7,1000,0,1951,0,"98033",47.6745,-122.197,1370,7962 +"1828001130","20140617T000000",545000,4,2.25,2030,11585,"1",0,0,4,7,1590,440,1967,0,"98052",47.6561,-122.13,1960,8977 +"3211580210","20150411T000000",299900,3,1.75,1730,9893,"1",0,0,4,9,1730,0,1988,0,"98042",47.3747,-122.164,2120,9108 +"1036000610","20150507T000000",639500,3,1.75,2010,8072,"1",0,0,4,8,2010,0,1974,0,"98052",47.6327,-122.097,2030,8055 +"3378100100","20150317T000000",345000,4,1.5,1540,7168,"1",0,0,3,7,1160,380,1964,0,"98055",47.455,-122.198,1540,7176 +"9286000150","20150330T000000",1.125e+006,6,4,5330,18116,"2",0,0,3,11,3950,1380,2000,0,"98006",47.5503,-122.137,4590,16900 +"7254200040","20150316T000000",345000,2,1,960,2700,"1",0,0,3,6,780,180,1904,0,"98144",47.6013,-122.299,1400,3000 +"8827900690","20150421T000000",600000,3,2,1460,2800,"1",0,0,4,7,730,730,1921,0,"98105",47.67,-122.295,1780,4560 +"9202500150","20141104T000000",355000,4,1.75,2160,7417,"1",0,0,4,7,1360,800,1983,0,"98056",47.5122,-122.181,1880,8022 +"1786810040","20140909T000000",698000,3,2.75,2640,11957,"1.5",0,0,3,9,2260,380,1978,0,"98052",47.6491,-122.12,2640,12641 +"8078410210","20140616T000000",566000,4,2.25,2170,7737,"2",0,0,3,8,2170,0,1987,0,"98074",47.637,-122.029,1850,8869 +"3905100210","20140723T000000",449950,3,2.5,1530,3840,"2",0,0,3,8,1530,0,1994,0,"98029",47.5691,-122.007,1720,3985 +"5592900015","20150116T000000",404600,3,1,1570,7727,"1",0,2,4,8,1270,300,1958,0,"98056",47.4821,-122.192,2440,7727 +"7522700110","20140624T000000",258000,3,1,1490,7435,"1",0,0,3,7,1120,370,1969,0,"98198",47.368,-122.314,1490,7530 +"5253300243","20150429T000000",415000,4,2,1960,10559,"2",0,0,4,7,1960,0,1955,0,"98133",47.7494,-122.337,1580,7769 +"6669020490","20140812T000000",320000,4,2.25,2190,9020,"2",0,0,3,8,2190,0,1978,0,"98032",47.3742,-122.284,2170,8400 +"5104510540","20141126T000000",295000,3,2.5,1690,4102,"2",0,0,3,7,1690,0,2003,0,"98038",47.3552,-122.015,1830,4733 +"3579700100","20140527T000000",389000,5,2,2330,10750,"1",0,0,4,7,1190,1140,1962,0,"98028",47.7325,-122.245,1830,10180 +"8643200035","20140821T000000",299900,3,1.75,1470,27000,"1",0,0,3,7,1470,0,1958,0,"98198",47.3943,-122.311,2230,14186 +"2781250100","20150415T000000",394000,3,2.5,2550,5349,"2",0,0,3,7,2550,0,2004,0,"98038",47.3504,-122.026,2640,5400 +"3885807255","20150202T000000",762000,4,2,2130,5500,"1.5",0,0,5,7,2130,0,1939,0,"98033",47.6807,-122.199,1490,6000 +"1774230090","20140613T000000",697000,4,2.75,3650,48351,"1.5",0,0,4,8,3650,0,1978,0,"98077",47.7632,-122.089,2820,53143 +"3521069146","20150330T000000",485000,3,2.5,3340,70131,"2",0,0,3,9,2420,920,1994,0,"98022",47.2666,-122.015,2760,116740 +"0424500100","20141008T000000",189900,2,1,800,5600,"1",0,0,5,6,800,0,1955,0,"98056",47.4959,-122.172,1100,6000 +"3761700053","20150105T000000",2.15e+006,3,2.75,3470,9610,"3",1,4,3,11,3470,0,1989,2000,"98034",47.7205,-122.26,4130,11875 +"2685600090","20141118T000000",345000,3,1.5,1030,6969,"1",0,0,4,6,1030,0,1921,0,"98108",47.5492,-122.3,1420,6000 +"6381500065","20140729T000000",376500,3,2,1630,7800,"1",0,0,5,7,1630,0,1950,0,"98125",47.7326,-122.307,1470,7800 +"9294300515","20141024T000000",775000,3,2,2010,7017,"2",0,3,3,7,2010,0,1951,1988,"98115",47.6828,-122.267,2450,6045 +"2769602840","20141016T000000",450000,3,1,1360,3737,"1.5",0,0,4,6,1360,0,1910,0,"98107",47.6751,-122.362,1820,4500 +"2526039156","20141210T000000",760000,4,2.25,2040,8315,"1",0,0,4,8,1480,560,1958,0,"98177",47.7077,-122.371,2330,8940 +"7852140100","20141007T000000",569000,4,2.5,2830,10954,"2",0,0,3,8,2830,0,2003,0,"98065",47.5396,-121.882,2470,10443 +"5522600205","20140917T000000",500000,3,1.5,2040,6750,"1",0,0,3,7,1280,760,1950,0,"98117",47.7013,-122.369,1970,6750 +"1370802620","20141211T000000",592500,2,2,1340,5350,"1.5",0,0,3,8,1340,0,1941,0,"98199",47.6384,-122.403,2210,5350 +"8079100210","20150304T000000",620000,4,2.5,2130,9139,"2",0,0,3,9,2130,0,1988,0,"98029",47.5648,-122.01,2150,8178 +"0644200040","20140515T000000",1e+006,5,4.25,3920,16258,"2",0,0,3,9,2900,1020,1990,0,"98004",47.5871,-122.192,2540,12131 +"9808640090","20150319T000000",815000,3,2.5,2415,2186,"2",0,1,3,9,2415,0,1981,0,"98033",47.6506,-122.202,2660,2165 +"5104531120","20150323T000000",775000,5,2.75,3750,12077,"2",0,4,3,10,3750,0,2005,0,"98038",47.3525,-122.002,3120,7255 +"3575303970","20140716T000000",340000,3,1,1010,7500,"1",0,0,4,7,1010,0,1975,0,"98074",47.6169,-122.062,1230,7500 +"6413100090","20140915T000000",458000,2,1.75,990,5850,"1",0,0,4,6,990,0,1942,0,"98125",47.7132,-122.321,840,6110 +"2475200870","20140917T000000",250000,2,1.5,1200,5773,"2",0,0,3,7,1200,0,1985,0,"98055",47.4723,-122.19,1530,4576 +"3423059081","20141009T000000",151600,2,1,1060,16988,"1",0,0,3,6,1060,0,1954,0,"98058",47.4305,-122.157,2320,10580 +"1137410040","20140527T000000",515000,4,2.5,3200,6473,"2",0,0,3,7,3200,0,2005,0,"98059",47.5012,-122.15,2480,6140 +"3352400330","20150327T000000",216000,2,1,1810,10360,"1",0,0,3,6,1010,800,1946,0,"98178",47.5039,-122.266,1810,10360 +"2781320100","20150309T000000",245000,3,1.75,1670,24650,"1",0,0,4,7,1670,0,1974,0,"98022",47.1764,-122.026,1810,19465 +"8894000040","20140625T000000",645000,3,2.75,1850,16960,"1",0,2,4,8,1850,0,1953,0,"98177",47.7128,-122.365,2470,13761 +"3333000775","20140903T000000",249900,3,1,1100,5000,"1",0,0,3,7,1100,0,1960,0,"98118",47.5433,-122.283,1020,5000 +"9274204230","20140709T000000",410000,3,1.75,1660,6250,"1",0,0,3,7,830,830,1980,0,"98116",47.5859,-122.385,1660,5750 +"3972900025","20150313T000000",499000,6,1.75,2400,7500,"1.5",0,0,3,7,1400,1000,1975,0,"98155",47.7661,-122.313,1980,7500 +"1159400220","20140529T000000",790000,5,3.25,2900,12160,"1",0,0,4,8,1890,1010,1967,0,"98005",47.6154,-122.168,2590,12160 +"3876313030","20140520T000000",458000,1,2.25,2140,10350,"1",0,0,3,7,1470,670,1976,0,"98072",47.7352,-122.17,1980,8400 +"2856100515","20140805T000000",925000,4,2.5,2670,5100,"2",0,0,3,8,1940,730,1929,2010,"98117",47.6768,-122.39,1470,4080 +"4239400730","20140625T000000",152000,3,1,1090,3264,"1",0,0,4,6,1090,0,1969,0,"98092",47.3155,-122.182,1090,3330 +"1826059042","20140923T000000",402000,3,2.5,1970,12205,"2",0,0,4,8,1970,0,1990,0,"98011",47.7397,-122.209,2640,9636 +"3869900155","20150326T000000",340000,2,2,1250,1178,"2",0,0,3,7,980,270,1996,0,"98136",47.5426,-122.387,1270,1242 +"2600010220","20150326T000000",1.25e+006,4,2.5,4040,11350,"2",0,2,4,10,3690,350,1984,0,"98006",47.559,-122.162,3770,12382 +"9290870040","20141117T000000",775000,4,2.5,3220,38448,"2",0,0,3,10,3220,0,1993,0,"98053",47.6854,-122.053,3090,38448 +"5347200175","20150319T000000",299800,2,1,1310,2814,"1",0,0,3,6,810,500,1944,0,"98126",47.5185,-122.376,1300,1344 +"3810000455","20140908T000000",340000,4,2.25,2060,8400,"1",0,0,3,7,1300,760,1960,0,"98178",47.4984,-122.23,1990,7383 +"1962200037","20140502T000000",626000,3,2.25,1750,1572,"2.5",0,0,3,9,1470,280,2005,0,"98102",47.6498,-122.321,2410,3050 +"0795001930","20141007T000000",324950,2,1,1150,9186,"1",0,0,3,7,1150,0,1946,0,"98168",47.5081,-122.33,1390,10690 +"3905080730","20150223T000000",535500,3,2.5,2050,4976,"2",0,0,3,8,2050,0,1994,0,"98029",47.5689,-121.995,2050,5153 +"8651611110","20140905T000000",817500,3,3.25,3230,7639,"2",0,0,3,10,3230,0,1999,0,"98074",47.6338,-122.063,3230,7772 +"5411600210","20140812T000000",810000,4,3.5,4170,4322,"2",0,0,3,9,2940,1230,2005,0,"98074",47.6136,-122.041,2970,4922 +"7519000665","20150408T000000",565000,5,1.5,1940,3430,"1.5",0,0,4,6,1220,720,1926,0,"98117",47.6853,-122.362,1830,4120 +"4217400120","20141125T000000",978000,3,1.5,2390,4000,"1.5",0,0,3,9,1690,700,1936,0,"98105",47.6604,-122.28,2350,4000 +"3586500665","20150112T000000",530000,3,1,1440,27505,"1",0,0,3,8,1440,0,1951,0,"98177",47.7553,-122.37,2430,16400 +"2582500110","20141007T000000",305000,4,2.5,2230,6487,"2",0,0,3,7,2230,0,2003,0,"98092",47.3287,-122.169,2230,6882 +"6749700031","20140609T000000",345000,3,2.5,1210,1420,"3",0,0,3,8,1210,0,2008,0,"98103",47.6977,-122.349,1190,1407 +"4136800205","20150219T000000",258000,2,2,750,6553,"1.5",0,2,3,7,750,0,1945,0,"98178",47.4982,-122.221,1140,7500 +"3438503120","20150330T000000",275000,4,1,1770,7345,"1.5",0,0,3,7,1770,0,1966,0,"98106",47.5393,-122.351,1580,7345 +"1922069089","20150324T000000",310000,3,1,1020,55756,"1",0,0,3,7,1020,0,1961,0,"98042",47.3836,-122.082,1490,12745 +"4099501215","20140603T000000",713250,3,2,2050,9000,"1",0,0,4,7,2050,0,1951,0,"98040",47.5885,-122.245,2910,8856 +"3325069025","20150508T000000",500000,3,1,2000,21780,"1",0,0,3,8,1480,520,1978,0,"98074",47.6064,-122.039,2000,45738 +"4058200985","20140911T000000",472000,3,1.75,2180,7200,"1",0,3,4,8,1090,1090,1954,0,"98178",47.5044,-122.235,2180,7140 +"3031200246","20140711T000000",250000,3,1,920,4429,"1",0,0,3,7,920,0,1952,0,"98118",47.5369,-122.291,1320,7860 +"0624101110","20141002T000000",725000,4,2.25,3440,14237,"2",0,0,3,9,3440,0,1982,0,"98077",47.7241,-122.065,3250,18365 +"4046700210","20140629T000000",345000,3,2,1610,15005,"1",0,0,4,7,1610,0,1986,0,"98014",47.6886,-121.911,1610,15479 +"2916200065","20150115T000000",460000,3,1.5,1870,15685,"1",0,0,3,7,1470,400,1936,0,"98133",47.723,-122.353,1340,7620 +"6141100038","20140602T000000",440150,2,1,1110,6800,"1",0,0,5,7,1000,110,1947,0,"98133",47.7184,-122.355,1410,6963 +"2806800090","20141104T000000",390000,3,1.75,2200,8036,"1",0,0,3,7,1270,930,1978,0,"98011",47.7763,-122.209,1850,7563 +"0312000265","20150504T000000",375000,2,1,790,5120,"1",0,0,3,6,790,0,1950,0,"98136",47.557,-122.395,1250,5120 +"2938200040","20141211T000000",224950,3,1.5,1630,9282,"1",0,0,4,7,1630,0,1963,0,"98022",47.2021,-122.002,1420,9282 +"0114101161","20140829T000000",480000,3,1.5,2100,67269,"1",0,0,4,7,1220,880,1949,0,"98028",47.7592,-122.23,1610,15999 +"1862400353","20150326T000000",721000,4,2.75,2690,5400,"2",0,0,3,7,2210,480,1940,2009,"98117",47.6963,-122.367,1620,5400 +"0179000100","20140826T000000",174000,2,1,600,4854,"1",0,0,5,6,600,0,1922,0,"98168",47.4927,-122.28,1470,5000 +"7812800865","20141119T000000",170000,2,1,810,9882,"1",0,0,3,6,810,0,1944,0,"98178",47.4925,-122.239,950,7200 +"0809002390","20150115T000000",658000,3,1.5,1660,3190,"1.5",0,0,3,7,1660,0,1919,0,"98109",47.6368,-122.351,2200,3240 +"2925059294","20150327T000000",860000,3,2,1880,8494,"1",0,0,4,7,1200,680,1968,0,"98004",47.6217,-122.192,1290,9128 +"7574200210","20140618T000000",407450,4,1.5,2310,68824,"2",0,0,4,7,2310,0,1968,0,"98010",47.3354,-122.031,2020,39900 +"5634500775","20150130T000000",615000,4,1.5,2650,34000,"2",0,0,4,7,2650,0,1930,0,"98028",47.7516,-122.237,1960,34000 +"8965460090","20150407T000000",920000,4,3,3130,12381,"2",0,0,3,9,3130,0,1995,0,"98006",47.5599,-122.118,3250,10049 +"1796350300","20140710T000000",195000,2,1,860,10400,"1",0,0,4,6,860,0,1983,0,"98042",47.3682,-122.096,1390,9086 +"0428000150","20140718T000000",269950,3,1,990,9950,"1",0,0,5,7,990,0,1961,0,"98056",47.5104,-122.171,1370,9260 +"2323089009","20150119T000000",855000,4,3.5,4030,1024068,"2",0,0,3,10,4030,0,2006,0,"98045",47.4619,-121.744,1830,11700 +"3528900735","20140910T000000",620000,3,2.25,1780,1429,"3",0,0,3,8,1570,210,2007,0,"98109",47.6413,-122.346,1470,1799 +"3904100220","20141209T000000",276000,2,2,1480,6075,"1",0,0,5,7,740,740,1919,0,"98118",47.5317,-122.276,1230,6053 +"0254000735","20140806T000000",329000,3,1,1140,5258,"1.5",0,0,3,6,1140,0,1911,0,"98146",47.5122,-122.383,1140,5280 +"7893205080","20141007T000000",270000,3,1.5,1230,7500,"1",0,0,3,7,1230,0,1962,0,"98198",47.4202,-122.331,1260,7800 +"4397010300","20141113T000000",440000,4,2.5,3080,10646,"2",0,0,3,9,3080,0,1993,0,"98042",47.3828,-122.148,2740,9994 +"1150000740","20141003T000000",639000,4,2.5,1990,8034,"2",0,0,4,10,1990,0,1989,0,"98029",47.561,-122.018,2580,8034 +"1926049141","20141010T000000",403500,1,1,700,5621,"1",0,0,4,6,700,0,1945,0,"98133",47.734,-122.353,1020,5621 +"7011201016","20141001T000000",585000,3,2.5,1700,1156,"2",0,2,3,9,1320,380,2002,0,"98119",47.6373,-122.369,1710,1686 +"3028200100","20140826T000000",216000,2,1,860,9000,"1",0,0,4,6,860,0,1942,0,"98168",47.4801,-122.315,990,9975 +"8081010040","20140911T000000",1.15e+006,3,2.5,3160,24437,"1",0,3,3,11,2160,1000,1991,0,"98006",47.5531,-122.131,3990,11977 +"3023049186","20150416T000000",575000,3,2,2500,30056,"1",0,0,5,8,1840,660,1954,0,"98166",47.4468,-122.337,2500,30000 +"8029900110","20141114T000000",430000,4,2.5,3000,9460,"2",0,0,3,9,3000,0,2001,0,"98031",47.3959,-122.211,3000,8450 +"9367200205","20150324T000000",660000,2,1,1670,8195,"1",0,0,3,7,1670,0,1954,1975,"98033",47.6627,-122.192,1980,7500 +"5550300205","20150413T000000",338000,2,1,690,6400,"1",0,0,3,6,690,0,1943,0,"98126",47.5287,-122.367,1000,6400 +"8820901415","20140529T000000",400000,4,2.75,1240,3867,"1",0,0,3,7,800,440,1987,0,"98125",47.7157,-122.284,1150,7733 +"6018500120","20150220T000000",210000,2,1,900,5000,"1",0,0,5,6,900,0,1930,1990,"98022",47.2008,-121.995,1150,5000 +"3826000665","20140522T000000",305000,4,1.75,2200,8100,"1.5",0,0,5,6,1400,800,1942,0,"98168",47.4945,-122.303,1520,8100 +"1025079086","20140820T000000",365000,2,1,960,223898,"1",0,0,3,6,960,0,1985,0,"98014",47.6668,-121.892,1830,230868 +"2621660040","20140629T000000",325000,5,2.75,2130,6222,"1",0,0,3,7,1300,830,1991,0,"98118",47.5272,-122.276,2130,6222 +"8731982550","20141210T000000",245000,4,1.75,2020,8800,"1",0,0,4,8,2020,0,1969,0,"98023",47.3202,-122.384,2320,8000 +"4324500180","20140926T000000",182000,3,1,1060,7350,"1",0,0,4,7,1060,0,1959,0,"98032",47.3809,-122.287,1060,7350 +"1702901485","20140603T000000",440000,2,1,1230,6600,"1",0,0,3,7,1130,100,1906,0,"98118",47.5573,-122.282,1260,5060 +"0251300110","20140731T000000",225000,3,2.25,2510,12013,"2",0,0,3,8,2510,0,1988,0,"98003",47.3473,-122.314,1870,8017 +"0251300110","20150114T000000",358000,3,2.25,2510,12013,"2",0,0,3,8,2510,0,1988,0,"98003",47.3473,-122.314,1870,8017 +"0461002615","20141202T000000",580000,5,2.5,2720,5000,"1.5",0,0,4,7,1530,1190,1939,0,"98117",47.6827,-122.376,1210,5000 +"8091401030","20150422T000000",240000,3,1.5,1070,8886,"1",0,0,4,7,1070,0,1984,0,"98030",47.3516,-122.166,1730,9461 +"3924500040","20150413T000000",700000,4,3.25,3580,43093,"1",0,0,4,8,3580,0,1990,0,"98024",47.5595,-121.901,2070,43093 +"9432900040","20140729T000000",325000,4,2.5,2230,8500,"2",0,0,3,8,2230,0,1994,0,"98022",47.2082,-122.009,2270,8770 +"2426049125","20141114T000000",488000,4,2.25,2500,10890,"1",0,0,5,7,1800,700,1978,0,"98034",47.7318,-122.239,2500,7467 +"2883201055","20140910T000000",875000,4,1,1670,4600,"1.5",0,0,5,8,1670,0,1906,0,"98103",47.6838,-122.332,1820,4600 +"1795900360","20140602T000000",615000,4,2.5,2150,9070,"2",0,0,4,8,2150,0,1985,0,"98052",47.7279,-122.107,2230,8995 +"9542830690","20141120T000000",321000,3,2.5,2020,4183,"2",0,0,3,7,2020,0,2012,0,"98038",47.3658,-122.017,2030,4140 +"1245500690","20140602T000000",1.035e+006,3,2.5,2230,5750,"2",0,0,3,9,2230,0,2003,0,"98033",47.6938,-122.213,1900,8238 +"7454000315","20150424T000000",299500,2,1,740,6300,"1",0,0,3,6,740,0,1942,0,"98126",47.5158,-122.376,740,6300 +"2426049113","20150414T000000",459000,4,1.5,2020,9583,"2",0,0,4,7,2020,0,1963,0,"98034",47.7283,-122.238,1770,8625 +"8665050450","20140912T000000",435000,3,2.5,1730,4065,"2",0,0,3,8,1730,0,1996,0,"98029",47.5668,-122.005,1730,4094 +"2787320620","20141010T000000",222000,3,1.75,1370,8280,"1",0,0,4,7,1370,0,1980,0,"98031",47.4096,-122.172,1850,7820 +"5100401411","20141027T000000",485000,4,1,1210,6380,"1.5",0,0,3,7,1210,0,1936,0,"98115",47.6924,-122.321,1340,6380 +"2767602855","20150429T000000",750000,5,3.5,2160,2323,"3",0,0,3,9,2160,0,2007,0,"98107",47.6726,-122.39,1750,4650 +"7575620750","20141222T000000",266000,3,2.25,1550,6022,"2",0,0,3,8,1550,0,1989,0,"98003",47.3525,-122.304,1650,5627 +"1529300115","20140602T000000",455000,2,1,1170,6000,"1",0,0,4,7,970,200,1941,0,"98103",47.6994,-122.354,2130,6002 +"0122029066","20150508T000000",490000,3,1.75,2020,215622,"2",0,0,4,7,2020,0,1975,0,"98070",47.4189,-122.499,1810,215622 +"8732130580","20150430T000000",280000,3,1.75,1740,8625,"1",0,0,4,7,1240,500,1978,0,"98023",47.3054,-122.38,1980,8625 +"1689400375","20140805T000000",1.45e+006,4,3.25,3100,3900,"2",0,2,5,9,2090,1010,1923,0,"98109",47.6385,-122.348,2110,3900 +"0985001321","20141217T000000",291000,4,1,1590,24330,"1.5",0,0,3,6,1140,450,1942,0,"98168",47.4906,-122.309,1000,16228 +"7987400475","20150417T000000",745000,5,3,2400,10126,"2",0,3,3,8,2400,0,1981,0,"98126",47.5726,-122.373,2250,3946 +"6383000820","20140807T000000",685900,3,2.5,2290,9142,"1",0,0,3,8,2290,0,1972,0,"98117",47.691,-122.387,1770,8035 +"1311400120","20140801T000000",160000,3,1.75,1610,7392,"1",0,0,4,7,1610,0,1964,0,"98001",47.3413,-122.28,1450,7392 +"1153000040","20150429T000000",650000,4,2.5,2240,9934,"1",0,0,4,8,1490,750,1968,0,"98005",47.6147,-122.166,2640,11622 +"7452500530","20150219T000000",250000,2,1,850,6370,"1",0,0,3,6,850,0,1951,0,"98126",47.5198,-122.373,850,5170 +"6300000212","20150218T000000",265000,2,1.5,920,1458,"2",0,0,3,7,920,0,1995,0,"98133",47.7081,-122.342,1110,1598 +"3332000530","20141105T000000",599000,5,3.25,2590,6180,"1",0,0,3,7,1330,1260,1960,0,"98118",47.551,-122.272,1560,6180 +"7657600195","20141105T000000",199950,3,1,1340,7260,"1.5",0,0,3,6,1340,0,1944,0,"98178",47.4934,-122.237,1210,7260 +"1102000237","20150428T000000",712500,4,2.75,2420,11201,"1",0,1,3,8,1420,1000,1948,1999,"98118",47.5459,-122.265,3170,9385 +"2887702070","20141022T000000",490000,2,1,1420,4305,"1",0,0,4,7,920,500,1941,0,"98115",47.6864,-122.311,1420,4305 +"6392001005","20140620T000000",511500,4,1,1360,6000,"1.5",0,0,3,7,1360,0,1917,0,"98115",47.6854,-122.288,1710,6000 +"1601600195","20150319T000000",299000,3,1,1510,6200,"1",0,0,3,6,1010,500,1955,0,"98118",47.5293,-122.274,1710,8623 +"3586500620","20140814T000000",685000,4,2.5,2650,25248,"1",0,2,3,9,2330,320,1954,0,"98177",47.7537,-122.373,3020,23135 +"6021502250","20140825T000000",597000,4,2,2120,4000,"1.5",0,0,4,7,1720,400,1927,0,"98117",47.688,-122.383,1760,4000 +"3830210220","20140908T000000",210000,3,1,1200,7200,"1",0,0,3,6,1200,0,1977,0,"98030",47.3746,-122.183,1200,7420 +"2568300266","20140530T000000",659000,4,2.5,3190,11375,"1",0,0,5,8,2210,980,1946,0,"98125",47.704,-122.3,1100,8500 +"3423600065","20140604T000000",540000,3,1,1050,4160,"1",0,0,4,7,1050,0,1925,0,"98115",47.6756,-122.3,1580,3680 +"3343300180","20150330T000000",469000,3,2,1300,22605,"1",0,0,3,7,1300,0,1998,0,"98056",47.5337,-122.187,2250,10215 +"3125079013","20150430T000000",1.065e+006,3,2.5,3970,263538,"1.5",0,0,3,9,3970,0,1991,0,"98024",47.6067,-121.952,3970,194676 +"6453900040","20140714T000000",575000,5,2.5,2990,7500,"1",0,2,3,9,1800,1190,1972,0,"98177",47.7707,-122.369,2800,9860 +"0148000590","20140731T000000",725000,4,2.75,2440,7042,"1.5",0,2,4,7,1640,800,1941,0,"98116",47.5731,-122.408,2170,7900 +"0419000015","20140917T000000",299950,4,1,1170,5400,"1",0,0,5,6,1170,0,1953,0,"98056",47.492,-122.172,1100,5400 +"0303000220","20150421T000000",375000,4,2,2270,18450,"1",0,0,3,7,2270,0,1961,0,"98001",47.3264,-122.262,2150,18450 +"6450302175","20141118T000000",342450,3,1.5,1280,5525,"1",0,0,3,7,1280,0,1962,0,"98133",47.7339,-122.336,1330,5286 +"1180000625","20141029T000000",315000,4,2.5,1950,3225,"2",0,0,3,7,1950,0,2002,0,"98178",47.5014,-122.226,1980,3225 +"7972600450","20141222T000000",328000,4,2.75,1930,3840,"1",0,0,3,7,1170,760,1997,0,"98106",47.5303,-122.346,1610,3840 +"1328300180","20140509T000000",323000,4,2.75,1970,7213,"1",0,0,3,8,1170,800,1977,0,"98058",47.4424,-122.126,1980,7045 +"7866000158","20141022T000000",320000,4,3,1820,3120,"1",0,0,3,7,1000,820,1997,0,"98118",47.5468,-122.274,1600,5001 +"7518505345","20141229T000000",550000,2,1,950,4080,"1",0,0,4,7,950,0,1924,0,"98117",47.6765,-122.384,1120,4080 +"8084900195","20141121T000000",1.646e+006,6,3.5,4010,16200,"1",0,0,3,8,2090,1920,1955,1990,"98004",47.6322,-122.216,3560,16200 +"4139420590","20140520T000000",1.2125e+006,4,3.5,4560,16643,"1",0,3,3,12,2230,2330,1995,0,"98006",47.5521,-122.115,4060,15177 +"4139420590","20140827T000000",1.2e+006,4,3.5,4560,16643,"1",0,3,3,12,2230,2330,1995,0,"98006",47.5521,-122.115,4060,15177 +"2621600015","20150121T000000",120000,3,1,1150,8924,"1",0,0,3,6,1150,0,1943,0,"98030",47.3865,-122.217,1492,8924 +"2621600015","20150430T000000",175000,3,1,1150,8924,"1",0,0,3,6,1150,0,1943,0,"98030",47.3865,-122.217,1492,8924 +"8005100360","20140916T000000",169900,3,1,910,5800,"1.5",0,0,4,5,910,0,1900,0,"98022",47.2068,-121.992,1400,6766 +"9527000330","20140811T000000",508000,6,2.75,2890,7500,"1",0,0,4,8,1830,1060,1976,0,"98034",47.7099,-122.23,1880,7500 +"0748000145","20141211T000000",335000,2,1,1070,6678,"1",0,0,4,7,1070,0,1951,0,"98133",47.7315,-122.357,1680,7788 +"9191200015","20140910T000000",613200,3,2.75,2050,3320,"1.5",0,0,4,7,1580,470,1927,0,"98105",47.6719,-122.301,1760,4150 +"1822300040","20140507T000000",420000,2,1.5,1040,3500,"1.5",0,0,4,6,1040,0,1904,0,"98144",47.588,-122.304,1340,1213 +"9129100040","20140825T000000",1e+006,4,3.25,3320,8587,"3",0,0,3,11,2950,370,2008,0,"98103",47.691,-122.337,1860,5668 +"3331500940","20140617T000000",342000,2,1,740,6180,"1",0,0,3,6,740,0,1948,0,"98118",47.5517,-122.272,1330,4635 +"0524069101","20140723T000000",850000,4,2,3380,90968,"1",0,0,4,9,1690,1690,1979,0,"98075",47.5936,-122.077,3380,42740 +"6021502310","20141218T000000",582000,2,1.75,1210,4141,"1",0,0,4,7,910,300,1942,0,"98117",47.686,-122.382,1310,4141 +"4022901316","20141031T000000",475000,3,2.5,2480,6031,"2",0,0,3,8,2480,0,2001,0,"98155",47.772,-122.297,1850,7704 +"0023500180","20140505T000000",570000,3,2.25,2010,6000,"1",0,0,3,8,1330,680,1975,0,"98052",47.6912,-122.115,2080,8260 +"9191200490","20150324T000000",826600,4,3.25,3230,5000,"1.5",0,0,4,7,1750,1480,1916,0,"98105",47.6702,-122.3,1730,4000 +"1189000207","20141021T000000",387000,2,2.5,1170,1394,"2",0,0,3,8,1170,0,2001,0,"98122",47.6131,-122.297,1250,3136 +"1771110720","20140521T000000",330000,3,1,1250,9126,"1",0,0,3,7,1250,0,1969,0,"98077",47.7554,-122.076,1440,10620 +"0224069010","20140725T000000",653450,3,2.5,2070,49658,"1",0,0,4,8,1540,530,1980,0,"98075",47.5936,-122.013,2620,35160 +"3630060040","20140911T000000",285000,2,1,1050,3088,"1",0,0,3,7,1050,0,2005,0,"98029",47.5471,-121.996,1890,2772 +"3211100450","20140814T000000",217000,3,1,1400,7800,"1",0,0,3,7,1400,0,1962,0,"98059",47.4789,-122.159,1400,7800 +"1245003255","20150223T000000",615000,3,1,1120,12500,"1",0,0,4,7,1120,0,1977,0,"98033",47.6842,-122.2,2380,10000 +"1438000110","20140603T000000",580135,4,2.5,3150,5886,"2",0,0,3,8,3150,0,2014,0,"98059",47.4787,-122.122,2650,5886 +"8089500180","20140730T000000",1.15e+006,4,3.5,4540,19767,"2",0,0,3,11,4200,340,1998,0,"98006",47.5445,-122.137,3990,12881 +"6802200110","20141029T000000",231200,3,2,1400,8821,"1",0,0,3,7,1400,0,1991,0,"98022",47.1949,-121.989,1450,8721 +"7203100120","20140616T000000",680000,4,2.75,2500,4950,"2",0,0,3,8,2500,0,2010,0,"98053",47.6964,-122.017,2500,4950 +"3445400120","20140725T000000",267500,3,1.5,1390,2153,"2",0,0,3,7,1390,0,2001,0,"98118",47.5506,-122.29,1100,2617 +"1454100650","20140804T000000",942000,4,2.75,3160,37200,"2",0,3,3,8,2310,850,1939,0,"98125",47.7214,-122.285,3130,20000 +"0106000015","20140619T000000",435000,3,1.75,1310,8065,"1",0,0,4,6,1310,0,1948,0,"98117",47.701,-122.368,1420,8100 +"9459200110","20140610T000000",315000,2,1,1740,3622,"1",0,0,4,7,950,790,1924,0,"98118",47.5541,-122.29,1270,3800 +"3448000410","20140513T000000",354901,3,2.5,1490,1709,"3",0,0,3,8,1490,0,2004,0,"98125",47.7173,-122.299,1364,1709 +"8682281220","20141014T000000",439888,2,2,1300,6515,"1",0,0,3,8,1300,0,2005,0,"98053",47.7078,-122.013,1640,6009 +"2114700530","20150122T000000",360000,4,1,1460,3840,"1.5",0,0,3,8,1340,120,1928,0,"98106",47.533,-122.347,990,4200 +"8093600065","20141231T000000",205000,4,1,1030,6621,"1",0,0,4,6,1030,0,1955,0,"98055",47.4857,-122.221,1420,6631 +"4137030040","20140612T000000",299995,3,2.5,1970,7500,"2",0,0,3,8,1970,0,1988,0,"98092",47.2658,-122.218,1950,8220 +"5126900100","20140923T000000",150000,2,1,790,7275,"1",0,0,4,6,790,0,1944,0,"98058",47.4771,-122.174,850,7399 +"5469501530","20140603T000000",575000,3,2.25,3800,33825,"1",0,0,4,10,3330,470,1976,0,"98042",47.3797,-122.152,3470,14484 +"7784000180","20150505T000000",625000,3,2,2168,12616,"2",0,1,4,7,2168,0,1950,0,"98146",47.4933,-122.367,2168,9750 +"7135520610","20140529T000000",950000,4,3.5,4140,13392,"2",0,0,3,11,4140,0,2000,0,"98059",47.5261,-122.144,4140,11529 +"8856500120","20150210T000000",278800,4,2.5,2440,7797,"1",0,0,3,8,1560,880,1965,0,"98031",47.3895,-122.222,2090,8100 +"5015000180","20141110T000000",713500,3,2,1720,4200,"2",0,0,3,8,1720,0,1908,1992,"98112",47.6285,-122.301,1720,4200 +"3024059014","20150325T000000",1.9e+006,4,2.25,3020,11489,"1.5",1,3,5,10,2110,910,1916,1988,"98040",47.5395,-122.21,3890,11489 +"9268200348","20141028T000000",439000,5,2,2610,5009,"1",0,0,3,7,1710,900,1988,0,"98117",47.6969,-122.366,1600,5040 +"9195700040","20140926T000000",425000,3,2,1500,8086,"1",0,0,3,7,1060,440,1981,0,"98027",47.5584,-122.081,1550,8086 +"8798000100","20140825T000000",252500,4,2.5,2600,11280,"1.5",0,0,3,7,1570,1030,1961,0,"98003",47.336,-122.304,1660,11200 +"0304000530","20140512T000000",185000,3,1.5,1370,8470,"1",0,0,4,7,1370,0,1961,0,"98092",47.2874,-122.192,1710,8800 +"3575304895","20140923T000000",406550,5,2.75,2400,15781,"1",0,0,4,7,1200,1200,1974,0,"98074",47.622,-122.059,2390,7500 +"9406500540","20140630T000000",243000,2,1.5,1068,1758,"2",0,0,3,7,1068,0,1990,0,"98028",47.7527,-122.244,1078,1315 +"6071800410","20141201T000000",500000,3,1.5,2220,8994,"1",0,0,4,8,1110,1110,1962,0,"98006",47.5473,-122.172,2220,8994 +"2122049013","20150513T000000",204750,2,1,880,7575,"1",0,0,4,7,880,0,1942,0,"98198",47.3757,-122.304,1800,7575 +"5470100220","20140909T000000",222000,3,1.5,1310,9273,"1",0,0,4,7,1310,0,1968,0,"98042",47.3683,-122.147,1710,9600 +"6623400246","20140523T000000",200000,4,1,1350,11507,"1",0,0,3,7,1350,0,1966,0,"98055",47.4269,-122.197,1320,25675 +"3918400028","20141021T000000",367000,3,2.25,1400,1320,"3",0,2,3,8,1400,0,2006,0,"98133",47.7147,-122.356,1490,1449 +"1422700040","20150514T000000",183000,3,1,1170,7320,"1",0,0,3,7,1170,0,1962,0,"98188",47.4685,-122.282,2040,7320 +"7660100336","20141210T000000",300000,3,2.5,1020,1570,"2",0,0,3,7,720,300,2004,0,"98144",47.5871,-122.317,1470,1249 +"6145602240","20140819T000000",369000,3,1.75,1300,3844,"1",0,0,3,7,1300,0,1985,0,"98133",47.7024,-122.355,1290,3844 +"7287100035","20140731T000000",380000,3,2,2010,16736,"2",0,0,4,6,2010,0,1929,0,"98133",47.7643,-122.352,1890,11477 +"5101405465","20150203T000000",463000,3,2,1590,5009,"2",0,0,4,6,1590,0,1985,0,"98125",47.7012,-122.322,1730,6380 +"3756500180","20141208T000000",475000,3,1,1470,9750,"1",0,0,3,7,1470,0,1963,0,"98034",47.7155,-122.194,1300,9750 +"3750605620","20150324T000000",225000,3,1.75,1580,14400,"1",0,0,4,7,1580,0,1981,0,"98001",47.2598,-122.281,1480,9600 +"2473350790","20150511T000000",371000,3,1.75,1970,9512,"1",0,0,3,8,1970,0,1968,0,"98058",47.4545,-122.146,2250,10573 +"3389900965","20140827T000000",625000,3,2.5,2330,3141,"2",0,0,3,8,2330,0,2003,0,"98116",47.5622,-122.392,1980,5265 +"1068000375","20140923T000000",3.2e+006,6,5,7100,18200,"2.5",0,0,3,13,5240,1860,1933,2002,"98199",47.6427,-122.408,3130,6477 +"9407100730","20150129T000000",329000,3,1.75,1230,10725,"1",0,0,3,7,1230,0,1980,0,"98045",47.4431,-121.772,1250,10170 +"7618700112","20150210T000000",634000,3,1.75,2570,13000,"2",0,0,4,7,2570,0,1962,0,"98177",47.7705,-122.371,2570,8521 +"5104540360","20141107T000000",616000,4,2.5,3440,6915,"2",0,0,3,10,3440,0,2006,0,"98038",47.3538,-122.004,3200,6915 +"1051000040","20150424T000000",1.8241e+006,3,2.25,3330,20053,"2",0,0,3,9,3330,0,1968,1998,"98004",47.6395,-122.214,2870,20053 +"2896400300","20150319T000000",435000,4,2.25,1780,2684,"2",0,0,3,7,1780,0,2002,0,"98072",47.7642,-122.149,1670,2426 +"5003600120","20150415T000000",320000,4,2.5,2110,6295,"2",0,0,3,8,2110,0,2000,0,"98030",47.3641,-122.193,2720,6311 +"6352600490","20150114T000000",820000,4,3.5,2770,8049,"2",0,0,3,9,2770,0,2002,0,"98074",47.6469,-122.081,3410,7447 +"3820350120","20140822T000000",310000,3,2.5,1590,3359,"2",0,0,3,7,1590,0,2000,0,"98019",47.7349,-121.986,1820,3383 +"4235400097","20141202T000000",443750,3,2.25,1460,968,"2",0,0,3,7,1140,320,2003,0,"98199",47.6601,-122.4,1460,1531 +"2757000040","20140605T000000",795000,4,2.25,2070,13084,"1",0,0,4,8,1700,370,1967,0,"98040",47.5606,-122.222,2520,10180 +"0537000325","20141104T000000",475000,3,2.5,2420,36862,"1",0,0,4,8,1530,890,1957,0,"98003",47.3264,-122.308,1670,9046 +"9522100485","20140515T000000",585000,5,1.75,2000,3750,"2",0,0,4,7,2000,0,1921,0,"98103",47.6618,-122.355,1520,3750 +"0345700040","20140729T000000",315000,2,1,1010,7338,"2",0,0,4,7,1010,0,1981,0,"98056",47.5123,-122.19,1220,7719 +"3904960910","20140917T000000",635000,4,2.5,3050,7238,"2",0,0,3,8,3050,0,1989,0,"98029",47.5772,-122.013,2580,7228 +"1771000690","20140528T000000",305000,3,1,1160,11776,"1",0,0,3,7,1160,0,1968,0,"98077",47.7427,-122.074,1160,10050 +"1931300035","20140516T000000",785000,3,2,2180,5440,"1",0,0,5,7,1100,1080,1904,0,"98103",47.657,-122.345,1470,4109 +"2770601800","20141024T000000",525000,3,1.75,1560,6000,"1",0,0,3,6,780,780,1944,0,"98199",47.6501,-122.384,1560,1734 +"5309100515","20150120T000000",537000,4,1.75,1580,3635,"1",0,0,4,7,790,790,1910,0,"98117",47.6795,-122.371,1190,3638 +"0984210850","20150217T000000",279950,3,1.75,1660,8303,"1",0,0,3,7,1380,280,1974,0,"98058",47.4366,-122.171,1740,8320 +"0924059233","20141208T000000",659000,4,2,2350,9329,"2",0,0,3,8,2350,0,1977,0,"98005",47.583,-122.17,1640,9403 +"5029451080","20140821T000000",203000,2,1,1440,6650,"1",0,0,3,7,970,470,1980,0,"98023",47.2896,-122.369,1600,6847 +"4379400220","20140909T000000",782500,4,2.5,2930,7806,"2",0,0,3,9,2930,0,2005,0,"98074",47.6219,-122.024,2600,6051 +"5419800220","20140610T000000",250000,3,1.75,1590,7560,"1",0,0,3,7,1130,460,1984,0,"98031",47.4016,-122.18,1500,7560 +"1839500065","20140805T000000",279000,3,1,1400,9450,"1",0,0,4,7,1060,340,1955,0,"98056",47.5051,-122.194,1400,8108 +"2525059172","20141125T000000",664000,6,2.5,3190,12196,"2",0,0,4,8,3190,0,1979,0,"98052",47.6309,-122.103,2790,13068 +"7159200040","20140917T000000",2.9e+006,4,3.25,4580,4838,"2",0,3,4,11,3080,1500,1991,0,"98109",47.6305,-122.354,3540,6483 +"3812400107","20150330T000000",378500,4,2,1830,6000,"1",0,0,5,7,1070,760,1953,0,"98118",47.5453,-122.279,1830,5500 +"2726079061","20140507T000000",535000,3,1.75,2720,149410,"1.5",0,0,3,9,2720,0,1988,0,"98014",47.7092,-121.892,2560,149410 +"1270000040","20140716T000000",520000,2,1,1360,22508,"1",0,0,3,7,1360,0,1932,0,"98034",47.7101,-122.226,2830,12600 +"2113700115","20150504T000000",369950,3,2,1520,4000,"1",0,0,5,6,800,720,1943,0,"98106",47.531,-122.351,1430,4000 +"0824069113","20140924T000000",545000,3,2.25,2290,14585,"2",0,0,3,8,2290,0,1981,0,"98075",47.5874,-122.074,1660,36961 +"8856920110","20150504T000000",360000,3,2.5,2150,14092,"2",0,0,3,8,2150,0,1991,0,"98058",47.4621,-122.129,2400,10699 +"8146100410","20140805T000000",760000,3,1.5,1170,7645,"1",0,0,4,7,1170,0,1955,0,"98004",47.6077,-122.194,1870,7678 +"5101400838","20140916T000000",450000,3,1.75,1830,5488,"1",0,2,4,7,1010,820,1939,0,"98115",47.6914,-122.309,1200,5488 +"1088800850","20140502T000000",612500,4,2.5,2730,12261,"2",0,0,3,9,2730,0,1991,0,"98011",47.7419,-122.205,2730,10872 +"1061400360","20140701T000000",280000,3,1,1090,10710,"1",0,0,4,7,1090,0,1962,0,"98056",47.5,-122.169,1090,10440 +"9545250110","20150414T000000",750000,3,2.5,2560,9182,"2",0,0,3,9,2560,0,1993,0,"98027",47.5361,-122.051,2800,8784 +"0425400115","20140715T000000",237000,3,1,1160,6132,"1",0,0,4,7,1160,0,1958,0,"98056",47.5015,-122.173,1280,6132 +"2436700315","20141014T000000",441500,2,1.75,1010,4000,"1.5",0,0,5,7,1010,0,1919,0,"98105",47.6665,-122.287,1470,4000 +"1545803520","20150126T000000",251000,3,2,1650,7930,"1",0,0,4,7,1650,0,1989,0,"98038",47.3617,-122.05,1510,7930 +"0257000037","20141229T000000",200000,3,1,2120,31564,"1",0,0,3,7,1220,900,1942,0,"98168",47.4938,-122.298,1790,11571 +"5016000315","20140616T000000",332000,1,1,960,2640,"1",0,0,3,7,760,200,1908,0,"98112",47.6223,-122.294,1620,3759 +"6300500477","20140826T000000",401500,3,2.5,1509,1114,"3",0,0,3,8,1509,0,2014,0,"98133",47.7048,-122.34,1509,2431 +"4022905172","20140926T000000",585000,4,1.75,2270,27122,"1",0,0,5,8,1300,970,1957,0,"98155",47.7637,-122.281,2380,11822 +"7300000650","20140702T000000",340000,4,2.5,1954,4805,"2",0,0,3,8,1954,0,2005,0,"98055",47.4297,-122.19,1714,3259 +"8682282070","20150112T000000",920000,3,3.5,2800,7694,"1",0,0,3,9,2800,0,2005,0,"98053",47.7095,-122.022,2420,7694 +"7812801115","20140613T000000",153000,3,1,1270,6405,"1.5",0,0,3,6,1270,0,1944,0,"98178",47.4959,-122.241,1110,6405 +"9269750690","20150105T000000",299950,4,2.25,1810,7601,"1",0,0,3,7,1080,730,1986,0,"98023",47.2857,-122.358,1570,7601 +"1402620120","20150512T000000",440000,4,2.5,2410,7517,"2",0,0,3,8,2410,0,1983,0,"98058",47.4388,-122.142,2420,8095 +"3793501390","20140915T000000",293000,3,2.5,1690,17383,"2",0,0,3,7,1690,0,2003,0,"98038",47.3691,-122.031,2610,7999 +"9282800065","20150329T000000",203000,3,1.75,1190,6000,"1",0,0,3,7,1190,0,1952,2015,"98178",47.5026,-122.236,1200,6000 +"1921059310","20150320T000000",193000,2,1.75,1280,6774,"1",0,0,3,7,1280,0,1991,0,"98002",47.2925,-122.219,1450,7810 +"0109000040","20150316T000000",305000,3,1.75,1460,7862,"1",0,0,3,7,1460,0,1965,0,"98155",47.7755,-122.299,2200,9293 +"5101405331","20140502T000000",495000,4,1.75,1600,6380,"1",0,0,3,8,1130,470,1959,0,"98125",47.701,-122.306,1090,6380 +"2044500142","20140902T000000",420000,3,1.75,1770,6000,"1",0,0,3,7,1130,640,1952,0,"98125",47.7135,-122.315,1900,7200 +"1837010040","20140905T000000",569500,4,2.5,2800,8190,"1",0,0,3,8,1700,1100,1971,0,"98177",47.7695,-122.368,2460,8165 +"3905000540","20140515T000000",620000,4,2.5,2680,9185,"2",0,0,3,9,2680,0,1989,0,"98029",47.5738,-121.992,2810,8505 +"6071200375","20141211T000000",466000,3,1.75,1680,9460,"1",0,0,4,7,1680,0,1959,0,"98006",47.5525,-122.182,1690,9448 +"3756500610","20150324T000000",355500,3,1,1120,10032,"1",0,0,3,7,1120,0,1962,0,"98034",47.7182,-122.194,1210,9918 +"3885805035","20150508T000000",687500,2,1,1040,7200,"1",0,0,4,6,1040,0,1955,0,"98033",47.6823,-122.203,1640,7200 +"7525100530","20150411T000000",432100,3,2.25,1790,2240,"2",0,0,4,8,1790,0,1975,0,"98052",47.6343,-122.106,1780,2560 +"1324059048","20140721T000000",500000,3,2.5,2410,34848,"1.5",0,0,3,8,2410,0,1976,0,"98006",47.5694,-122.12,2420,16424 +"3904921250","20141010T000000",690000,5,3.25,3370,7313,"2",0,0,4,8,2140,1230,1988,0,"98029",47.5632,-122.015,2990,7806 +"3331500485","20150102T000000",350000,2,1,800,5150,"1",0,0,4,6,800,0,1949,0,"98118",47.5525,-122.274,1280,5150 +"7338401759","20140610T000000",268000,2,1,1380,5000,"1",0,0,3,7,870,510,1943,0,"98108",47.5339,-122.293,1450,5000 +"3122069029","20140619T000000",120000,2,1,990,39964,"1",0,0,2,4,990,0,1945,0,"98042",47.3577,-122.085,1560,8990 +"3797310150","20150218T000000",285000,4,2.5,1800,9229,"2",0,0,3,7,1800,0,1994,0,"98022",47.1927,-122.015,1970,9231 +"2205500540","20141008T000000",365000,4,1.5,1820,12327,"1",0,0,4,7,1380,440,1955,0,"98006",47.5767,-122.144,1450,9256 +"7202310040","20150408T000000",635000,3,2.5,2620,6842,"2",0,0,3,7,2620,0,2002,0,"98053",47.6846,-122.037,2280,4800 +"3630120330","20140708T000000",630000,2,2.5,2290,3507,"2",0,0,3,9,2290,0,2005,0,"98029",47.5545,-122.002,2290,3640 +"4310700665","20150305T000000",450000,4,3,2200,4466,"2",0,0,3,7,2200,0,1968,0,"98103",47.7005,-122.339,1780,2250 +"7504001080","20150304T000000",590000,4,2.5,2940,12600,"1",0,0,4,8,1850,1090,1974,0,"98074",47.6294,-122.062,2030,11770 +"2021200770","20140909T000000",895000,2,1.75,1700,3618,"1",0,1,3,8,1260,440,1950,0,"98199",47.6336,-122.397,2200,5000 +"2005600090","20140514T000000",160000,3,1,860,11900,"1",0,0,4,6,860,0,1963,0,"98030",47.3574,-122.186,1660,10248 +"0123000110","20140930T000000",520000,2,1,910,5000,"1",0,0,3,7,910,0,1924,0,"98107",47.6733,-122.37,1050,5000 +"2473372170","20140806T000000",432000,4,3.25,2820,13059,"2",0,0,4,8,2820,0,1976,0,"98058",47.4508,-122.132,2360,8600 +"7227500865","20140519T000000",141800,2,1,930,4743,"1",0,0,4,5,930,0,1942,0,"98056",47.4966,-122.187,930,4779 +"0510001280","20140714T000000",980000,4,2,2190,4560,"2.5",0,0,5,8,2190,0,1910,0,"98103",47.662,-122.329,2190,4560 +"3886903615","20150416T000000",1.29e+006,4,2.5,3430,7200,"2",0,0,3,9,3430,0,2014,0,"98033",47.6842,-122.196,1530,7800 +"0439200035","20141117T000000",740000,4,2.75,2560,6900,"1",0,0,3,8,1480,1080,1959,0,"98115",47.686,-122.297,2600,7200 +"4303200184","20141010T000000",230000,2,1,770,6450,"1",0,0,4,6,770,0,1948,0,"98106",47.531,-122.358,780,6063 +"9362000040","20140623T000000",3.4e+006,3,4.5,5230,17826,"2",1,4,3,10,3740,1490,2005,0,"98040",47.5348,-122.243,3670,17826 +"4039701280","20150408T000000",954500,3,2.25,2440,9689,"1",0,2,4,8,1830,610,1974,0,"98008",47.6141,-122.111,2730,9689 +"9828201202","20150316T000000",622000,3,1.5,1650,3150,"1.5",0,0,4,8,1650,0,1929,0,"98122",47.6156,-122.297,1650,4500 +"2734100835","20150303T000000",90000,1,1,780,4000,"1",0,0,3,5,780,0,1905,0,"98108",47.5424,-122.321,1150,4000 +"6749700110","20141029T000000",342000,3,3,1260,1634,"3",0,0,3,8,1260,0,1998,0,"98103",47.697,-122.349,1260,1135 +"3832060940","20140729T000000",305000,4,2.5,2320,4683,"2",0,0,3,7,2320,0,2007,0,"98042",47.3349,-122.059,2230,5750 +"2214800110","20140820T000000",259900,4,2.75,1560,8820,"1",0,3,3,7,1060,500,1979,0,"98001",47.3382,-122.257,2140,7800 +"1909600115","20140827T000000",420000,3,2,2330,6346,"1.5",0,0,3,6,1600,730,1934,2014,"98146",47.5135,-122.38,1380,8400 +"0040000553","20150304T000000",250000,2,1,1400,19570,"1.5",0,0,3,6,1100,300,1929,0,"98168",47.4724,-122.271,2250,6500 +"7686203195","20150323T000000",249950,3,1.5,1450,6875,"1",0,0,4,7,1450,0,1961,0,"98198",47.4205,-122.316,1270,8000 +"2923059064","20150217T000000",199000,2,1,1140,15120,"1",0,0,4,6,990,150,1932,0,"98055",47.4521,-122.196,2320,11250 +"2895600090","20150407T000000",355200,3,1,1120,7320,"1",0,0,4,7,1120,0,1954,0,"98146",47.5103,-122.382,1410,6328 +"4019301386","20140909T000000",425000,3,1.5,1970,13709,"1",0,0,4,7,1680,290,1955,0,"98155",47.7562,-122.277,2200,16536 +"7199360100","20141112T000000",379500,3,1,1110,7128,"1",0,0,3,7,1110,0,1980,0,"98052",47.6968,-122.124,1510,7107 +"1241500032","20140819T000000",860000,4,2.5,3070,6923,"2",0,0,3,9,3070,0,2009,0,"98033",47.669,-122.172,2190,9218 +"9558020610","20140512T000000",335000,3,2.5,1940,4927,"2",0,0,3,8,1940,0,2004,0,"98058",47.4479,-122.12,2070,4892 +"2050100450","20141105T000000",865000,3,2.5,3050,12558,"2",0,0,3,10,3050,0,1997,0,"98074",47.6549,-122.089,3543,12558 +"1250200600","20150408T000000",390000,3,1,1240,3600,"1.5",0,0,3,7,1240,0,1902,0,"98144",47.5986,-122.298,1680,3600 +"9325200110","20140909T000000",569950,5,4.25,3380,7805,"2",0,0,3,8,3380,0,2014,0,"98148",47.4349,-122.328,2790,7805 +"0293850040","20150205T000000",495500,3,2.5,3190,7828,"2",0,0,3,9,3190,0,2006,0,"98059",47.5047,-122.144,2970,7828 +"3723800097","20141211T000000",476500,4,1.75,1670,10200,"1",0,0,3,7,1390,280,1953,0,"98118",47.5524,-122.267,1720,6860 +"7788400180","20140812T000000",261000,3,1,1660,11200,"1",0,0,3,7,1660,0,1957,0,"98056",47.5121,-122.168,1380,10875 +"2206700215","20140822T000000",375000,4,2,2070,9822,"1",0,0,5,7,2070,0,1955,0,"98006",47.566,-122.14,1300,9572 +"2206700215","20150422T000000",550000,4,2,2070,9822,"1",0,0,5,7,2070,0,1955,0,"98006",47.566,-122.14,1300,9572 +"0603001050","20140723T000000",230000,2,1,1430,4000,"1",0,0,3,7,930,500,1949,0,"98118",47.5233,-122.284,1110,4000 +"3583400120","20150204T000000",526750,5,2.5,2270,10700,"1",0,0,4,8,1570,700,1963,0,"98028",47.741,-122.256,2020,10230 +"3886903155","20150304T000000",606000,3,2,1980,7680,"1.5",0,0,4,6,1070,910,1911,0,"98033",47.6839,-122.195,1330,8704 +"9485910100","20150424T000000",368500,4,2.75,2500,26400,"1",0,0,3,8,1780,720,1977,0,"98031",47.3444,-122.084,2180,31900 +"3223039089","20140929T000000",275000,3,1,1230,171190,"1",0,0,3,7,1230,0,1973,0,"98070",47.4397,-122.46,1550,15450 +"2596300035","20150422T000000",342000,4,1,1390,9023,"1.5",0,0,3,7,1390,0,1955,0,"98155",47.7754,-122.296,1760,9023 +"9542801120","20150327T000000",278100,4,1.75,2120,8520,"1",0,0,3,7,1600,520,1978,0,"98023",47.302,-122.373,2160,8400 +"8150600195","20141028T000000",450000,4,2.75,1540,4840,"1",0,2,4,7,850,690,1929,0,"98126",47.5491,-122.375,1180,4840 +"6806100040","20140825T000000",349950,4,2.5,2000,5006,"2",0,0,3,7,2000,0,2005,0,"98058",47.466,-122.147,2410,4889 +"8857640040","20150410T000000",425000,4,2.5,2400,6053,"2",0,0,3,8,2400,0,2001,0,"98038",47.3869,-122.033,2460,6519 +"2138000120","20140626T000000",435000,4,2.75,2110,8751,"1",0,0,3,7,1510,600,1962,0,"98011",47.7617,-122.215,1660,10295 +"4022902260","20140626T000000",460000,4,2.5,2550,19017,"1",0,0,4,7,1300,1250,1961,0,"98155",47.7682,-122.284,2080,21100 +"2225300149","20141222T000000",323000,4,1.75,1440,8114,"1",0,0,4,7,1440,0,1963,0,"98155",47.7639,-122.332,1940,7208 +"3438500880","20150430T000000",325000,2,1,810,6827,"1",0,0,3,6,810,0,1944,0,"98106",47.5495,-122.357,990,6827 +"1646502165","20140813T000000",480000,2,1.75,1170,4635,"1",0,0,4,6,690,480,1924,0,"98117",47.6842,-122.359,1240,4120 +"9541600110","20150430T000000",1.325e+006,3,2.5,3590,8400,"1",0,0,3,9,2950,640,1958,2007,"98005",47.595,-122.173,1620,7875 +"3348401095","20150427T000000",210000,4,1.75,2090,6485,"1",0,0,3,7,1280,810,1956,0,"98178",47.4958,-122.265,2190,9600 +"7579200915","20150401T000000",920000,5,4.5,3820,5750,"2",0,3,3,9,2830,990,2000,0,"98116",47.5581,-122.385,1750,5750 +"2126049096","20141202T000000",399000,3,1,1460,8290,"1",0,0,3,8,1460,0,1959,0,"98125",47.7246,-122.3,1470,8290 +"6021500025","20140818T000000",631750,3,1.75,2360,4063,"1",0,0,5,7,1180,1180,1940,0,"98117",47.6902,-122.382,1660,4063 +"8945000910","20150326T000000",184000,3,1,1100,8680,"1",0,0,3,6,1100,0,1962,0,"98023",47.3072,-122.363,1100,9220 +"2473411130","20150416T000000",333000,4,2.5,2100,7208,"2",0,0,3,8,2100,0,1974,0,"98058",47.4478,-122.128,2060,7480 +"2781250900","20140620T000000",218000,2,2,1310,2841,"2",0,0,3,6,1310,0,2004,0,"98038",47.3502,-122.022,1360,2550 +"3330500925","20150224T000000",258305,2,1.5,750,2964,"1",0,0,5,5,750,0,1919,0,"98118",47.5518,-122.277,1350,3090 +"9522100375","20140715T000000",775000,5,1.5,1720,5000,"1.5",0,0,3,8,1720,0,1915,0,"98103",47.6627,-122.355,1720,5000 +"1826049362","20140611T000000",515000,3,2.5,3370,19585,"2",0,0,3,7,3200,170,1951,0,"98133",47.7388,-122.339,1730,9430 +"1250200495","20140624T000000",455000,2,1.5,1200,1259,"2",0,0,3,8,1000,200,2015,0,"98144",47.6001,-122.298,1320,1852 +"5662100110","20150218T000000",440000,3,2.5,1830,6807,"2.5",0,0,5,7,1830,0,1954,0,"98155",47.7613,-122.322,1340,6807 +"2025049111","20140619T000000",1.44e+006,3,3.5,3870,3819,"2",0,0,3,11,2760,1110,2002,0,"98102",47.6452,-122.317,2530,5500 +"7576700131","20140714T000000",850000,3,2.25,2220,3707,"2",0,0,4,8,1620,600,1919,0,"98122",47.617,-122.286,2030,4850 +"4027701265","20150501T000000",480000,3,1.75,2920,21375,"1",0,0,3,8,1850,1070,1961,0,"98028",47.7666,-122.265,1540,8482 +"3423059177","20141126T000000",420000,5,2.75,2540,27007,"1",0,0,3,8,1520,1020,1980,2014,"98058",47.4326,-122.155,1800,26572 +"3876312840","20140912T000000",408000,3,1.75,1970,7100,"1",0,0,3,7,1590,380,1976,0,"98072",47.7353,-122.172,1790,7455 +"6928600330","20140820T000000",278000,5,1.75,2170,9752,"1",0,0,3,7,1100,1070,1962,0,"98003",47.3355,-122.331,1810,10609 +"5316100820","20150122T000000",1.195e+006,3,3,2350,1620,"2",0,0,3,9,1560,790,2001,0,"98112",47.6308,-122.279,2000,4380 +"1022059161","20140613T000000",454000,4,2.25,2630,39000,"2",0,0,3,9,2630,0,1979,0,"98042",47.4089,-122.149,2270,66647 +"4134300175","20150417T000000",1.851e+006,4,2.5,4120,14866,"1",1,4,3,8,2070,2050,1965,0,"98006",47.5571,-122.193,3620,19729 +"7853301130","20150505T000000",499000,4,2.25,2440,5000,"2",0,0,3,7,2440,0,2007,0,"98065",47.5407,-121.89,2440,5212 +"6928000620","20150218T000000",590000,5,3,3480,6625,"2",0,0,3,8,3480,0,2012,0,"98059",47.4815,-122.153,2800,9400 +"5680000750","20140730T000000",385000,3,3.5,1900,4805,"2",0,0,3,8,1560,340,1999,0,"98108",47.5686,-122.315,1360,4800 +"0333100265","20140924T000000",1.25e+006,4,3.25,3160,10043,"2",0,2,3,9,3160,0,2011,0,"98034",47.7001,-122.238,3450,10043 +"3530490031","20140924T000000",202200,2,1.75,1330,2159,"1",0,0,4,8,1330,0,1979,0,"98198",47.3822,-122.32,1220,3679 +"6400700230","20150311T000000",450000,3,2.25,1420,13468,"1",0,0,3,7,960,460,1976,0,"98033",47.6693,-122.176,1480,10980 +"0322069010","20150508T000000",435000,3,2,2570,233481,"1.5",0,0,4,8,2570,0,1986,0,"98038",47.4199,-122.034,2280,157687 +"2722059013","20150204T000000",550000,2,1,1270,43560,"1",0,0,4,5,1270,0,1908,0,"98042",47.3651,-122.165,1870,6960 +"3878900815","20150504T000000",361000,3,2.25,2470,5650,"1",0,2,3,7,1550,920,1973,0,"98178",47.5072,-122.252,1660,5650 +"2600010330","20150120T000000",760000,4,2.25,2590,12600,"2",0,0,3,9,2590,0,1979,0,"98006",47.5566,-122.162,2620,11050 +"3889100027","20140616T000000",902000,4,2.5,3030,8507,"2",0,0,3,9,3030,0,2003,0,"98033",47.6675,-122.176,2570,8830 +"3505100297","20150411T000000",505000,3,1.75,1240,4550,"1.5",0,0,4,7,1240,0,1951,0,"98116",47.5803,-122.398,2110,5700 +"5560001130","20150225T000000",200000,3,1,1040,8925,"1",0,0,4,6,1040,0,1961,0,"98023",47.3265,-122.335,1040,8925 +"1311910300","20150204T000000",260000,5,2.25,2320,6375,"1",0,0,4,7,1270,1050,1967,0,"98001",47.3351,-122.282,1760,7600 +"7518505160","20140925T000000",417000,2,1,1190,5100,"1.5",0,0,2,7,1190,0,1928,0,"98117",47.6773,-122.382,1920,5100 +"2115510330","20150202T000000",287500,3,2.25,2030,8690,"1",0,0,4,8,1360,670,1986,0,"98023",47.3185,-122.391,1720,8800 +"3955500100","20150407T000000",450000,3,1.5,1390,10530,"1",0,0,3,7,1390,0,1961,0,"98033",47.7025,-122.196,1750,10530 +"2771104965","20150130T000000",825000,2,1.75,2050,4000,"1.5",0,2,3,8,2050,0,1979,0,"98119",47.6415,-122.373,1940,4000 +"5317100530","20140827T000000",1.475e+006,4,3,3050,6179,"2",0,0,4,9,2330,720,1926,0,"98112",47.6253,-122.284,3020,6505 +"3336002215","20150225T000000",319950,2,1,1240,5500,"1.5",0,0,3,6,1240,0,1921,0,"98118",47.5257,-122.263,1520,5500 +"9408300180","20140828T000000",682000,4,2.5,3030,30000,"2",0,0,4,9,3030,0,1981,0,"98072",47.7468,-122.112,2600,34932 +"2770604575","20150506T000000",560000,3,1.75,1930,6000,"1",0,0,3,8,1130,800,1956,0,"98119",47.6516,-122.375,1870,6000 +"7305900082","20141230T000000",350000,3,1.75,1490,10344,"1",0,0,3,7,1490,0,1985,0,"98155",47.7517,-122.326,1450,8632 +"8661000148","20141028T000000",270000,3,2,1510,10215,"1",0,0,4,7,1510,0,1995,0,"98022",47.2078,-122.003,1370,8902 +"7968460230","20150305T000000",284000,3,1.75,1320,35100,"1",0,0,3,7,1320,0,1990,0,"98092",47.312,-122.129,1660,35100 +"0827000110","20140714T000000",308000,4,2.5,2330,4606,"2",0,0,3,8,2330,0,2004,0,"98031",47.3934,-122.184,2330,5783 +"3390600025","20140529T000000",450000,4,2,2240,7725,"1",0,0,5,7,1120,1120,1956,0,"98106",47.5331,-122.365,1340,6300 +"1026069172","20140618T000000",540000,4,2.5,2050,34222,"2",0,0,4,8,2050,0,1989,0,"98077",47.7572,-122.022,2240,51400 +"1226039103","20140610T000000",380000,4,1.5,1680,11123,"1",0,0,3,7,1130,550,1959,0,"98177",47.7565,-122.361,1770,10103 +"2125079054","20150224T000000",522500,4,2.75,2200,122403,"1.5",0,0,3,7,2200,0,1971,0,"98014",47.6301,-121.911,1710,74487 +"1545807810","20141021T000000",118000,1,1,670,7957,"1",0,0,4,6,670,0,1978,0,"98038",47.3594,-122.056,1600,7957 +"7205500120","20150423T000000",280400,4,1.75,1730,7210,"1",0,0,4,7,1010,720,1968,0,"98003",47.354,-122.315,1620,7210 +"0924069176","20140903T000000",710000,4,2.75,2710,41811,"1.5",0,0,4,8,1690,1020,1995,0,"98075",47.5836,-122.046,2110,35656 +"4045500620","20140910T000000",720000,3,3.25,3410,25741,"2",0,0,4,8,3410,0,1993,0,"98014",47.6929,-121.868,1660,25865 +"8146100325","20140505T000000",787000,3,1.75,1330,7500,"1",0,0,3,8,1330,0,1961,0,"98004",47.6074,-122.195,1690,7800 +"8663240180","20150330T000000",537000,4,2.5,1990,2660,"2",0,0,3,8,1990,0,2012,0,"98034",47.732,-122.178,1990,2665 +"2087700115","20141103T000000",650000,2,1.5,1900,4450,"1",0,0,5,7,1500,400,1916,0,"98144",47.5834,-122.293,2130,5000 +"7973202225","20150106T000000",154200,4,1,1310,8640,"1",0,0,3,6,910,400,1948,0,"98146",47.5104,-122.342,1310,8640 +"2557000090","20150115T000000",238000,4,2.5,1690,7260,"1",0,0,3,7,1080,610,1979,0,"98023",47.3001,-122.368,1690,7700 +"3500100209","20140804T000000",285650,3,1,1040,8199,"1",0,0,3,7,1040,0,1953,0,"98155",47.7348,-122.302,1420,8200 +"7234601166","20140807T000000",485500,2,1.5,1340,1286,"2",0,0,3,8,1190,150,2006,0,"98122",47.617,-122.309,1460,1245 +"3972900215","20150126T000000",315000,2,1,1120,7350,"1",0,0,3,7,1120,0,1942,0,"98155",47.7648,-122.31,1320,7545 +"1924059029","20140617T000000",4.668e+006,5,6.75,9640,13068,"1",1,4,3,12,4820,4820,1983,2009,"98040",47.557,-122.21,3270,10454 +"3900500110","20141117T000000",627000,3,2,2310,10525,"2",0,0,5,7,2310,0,1965,0,"98033",47.6727,-122.174,1430,10523 +"5561000600","20150410T000000",525000,3,2.5,2190,34528,"2",0,0,3,8,2190,0,1994,0,"98027",47.4594,-121.986,2460,37901 +"3589500315","20140919T000000",526000,3,3.25,1220,1281,"2",0,0,3,8,930,290,2014,0,"98105",47.67,-122.317,1303,3810 +"3658700690","20150327T000000",480000,3,1.5,1200,3060,"1",0,0,4,7,1060,140,1910,0,"98115",47.679,-122.315,1410,3060 +"4054560120","20141008T000000",970000,3,3.5,3840,53696,"2",0,0,3,9,3840,0,1996,0,"98077",47.7322,-122.035,3810,35181 +"3918400123","20140811T000000",640000,4,2.5,2460,9973,"1",0,0,4,8,1560,900,1965,0,"98177",47.7133,-122.361,1830,7200 +"2592300450","20140627T000000",279000,3,2.5,1630,7950,"1",0,0,3,8,1320,310,1985,0,"98042",47.4224,-122.159,1650,7952 +"0123039424","20140710T000000",303000,2,2,970,9750,"1",0,0,5,6,970,0,1940,0,"98146",47.5073,-122.372,1850,9000 +"8068000730","20140625T000000",315000,4,2,1780,5336,"1.5",0,0,5,6,930,850,1918,0,"98178",47.5094,-122.263,1910,10304 +"7461420230","20150325T000000",336500,4,1.75,1760,7268,"1",0,0,4,7,1080,680,1979,0,"98058",47.4267,-122.148,1830,8786 +"1443501020","20141113T000000",163250,2,1,770,8150,"1",0,0,3,6,770,0,1951,0,"98118",47.5324,-122.275,1140,8550 +"3798000165","20150218T000000",444950,3,1,1760,6927,"1",0,0,3,7,1050,710,1962,0,"98011",47.7623,-122.2,2060,9120 +"0730000085","20140801T000000",285000,2,1,990,2446,"2",0,0,3,7,990,0,1998,0,"98144",47.5919,-122.297,1260,2805 +"2061100265","20150317T000000",370000,2,1,1250,4960,"1",0,0,3,7,940,310,1938,0,"98115",47.6893,-122.325,2030,7440 +"1683900040","20141215T000000",330000,3,2.25,1440,5150,"2",0,0,3,7,1440,0,1997,0,"98106",47.5456,-122.356,1530,5238 +"3959401880","20140820T000000",395000,2,2,1960,4018,"1",0,0,5,7,980,980,1950,0,"98108",47.5629,-122.32,1240,4641 +"2124049160","20150416T000000",440000,6,3,2510,5310,"1",0,0,4,7,1460,1050,1944,0,"98108",47.5533,-122.304,1390,5407 +"7708180040","20140503T000000",625000,4,2.75,2920,6605,"2",0,0,3,8,2920,0,2012,0,"98059",47.4909,-122.144,3030,6605 +"1422300100","20140929T000000",435000,3,2.5,1730,46638,"2",0,0,3,8,1730,0,1991,0,"98045",47.4614,-121.709,1750,35508 +"0255550230","20141118T000000",299950,3,2.5,1570,2577,"2",0,0,3,7,1570,0,2005,0,"98019",47.7456,-121.984,1970,2952 +"1370804480","20140929T000000",560000,2,1.75,970,4233,"1",0,0,4,7,970,0,1944,0,"98199",47.6384,-122.4,1340,4233 +"5104511590","20140520T000000",380000,4,3,2800,9764,"2",0,0,3,8,2800,0,2002,0,"98038",47.3543,-122.012,3610,8194 +"1498302783","20140519T000000",333000,4,2,1580,7800,"2",0,0,2,6,1580,0,1906,0,"98144",47.5848,-122.302,1190,4440 +"1623800300","20140610T000000",499000,2,1,1220,3000,"1",0,0,3,7,920,300,1926,0,"98117",47.6823,-122.365,1270,3000 +"5649600266","20150224T000000",386000,3,1.5,1550,8000,"1",0,0,3,6,1330,220,1980,0,"98118",47.5536,-122.286,1150,5150 +"2968801075","20140922T000000",320600,3,2,1220,7620,"1",0,0,3,6,720,500,1947,2014,"98166",47.4564,-122.352,1640,7620 +"1923039089","20140610T000000",285000,2,2,1651,18200,"1",0,0,3,6,1651,0,1946,0,"98070",47.4621,-122.461,1510,89595 +"4006000183","20140909T000000",450000,7,4,3150,7800,"2",0,0,3,8,3150,0,2013,0,"98118",47.5259,-122.279,1880,6000 +"9183700845","20141218T000000",175000,2,1,800,7150,"1",0,0,3,5,800,0,1933,0,"98030",47.3788,-122.224,1220,8019 +"9558050360","20150421T000000",544800,5,2.75,3190,5857,"2",0,0,3,9,3190,0,2004,0,"98058",47.4575,-122.119,3100,5857 +"1683600120","20150121T000000",220000,3,1.75,1720,7587,"1",0,0,4,7,1140,580,1981,0,"98092",47.3175,-122.182,1120,7287 +"1604601570","20140905T000000",374000,2,2.25,1100,1695,"2",0,0,3,9,1100,0,2009,0,"98118",47.5663,-122.289,1100,3082 +"2787460720","20150227T000000",200000,3,2,1010,7896,"1",0,0,3,7,1010,0,1984,0,"98031",47.4046,-122.181,1540,7896 +"2787460720","20150506T000000",259950,3,2,1010,7896,"1",0,0,3,7,1010,0,1984,0,"98031",47.4046,-122.181,1540,7896 +"6386700300","20140722T000000",255000,4,2.75,1760,9222,"1",0,0,3,7,1140,620,1971,0,"98023",47.3099,-122.362,1800,9222 +"2297400090","20150323T000000",447000,3,1.75,1400,6750,"1",0,0,3,7,1040,360,1975,0,"98034",47.717,-122.226,1860,7480 +"2420069278","20150319T000000",287000,3,2.5,1820,8722,"1.5",0,0,3,7,1820,0,1926,2008,"98022",47.2137,-121.989,1480,12285 +"7276100145","20140930T000000",344950,3,2,1470,6950,"1",0,0,5,6,1470,0,1932,0,"98133",47.7619,-122.343,1660,5065 +"2475900850","20141010T000000",212000,2,1,770,7000,"1",0,0,3,6,770,0,1921,0,"98024",47.5654,-121.89,1100,8777 +"3760100100","20140723T000000",425000,5,2.75,1340,11583,"1",0,0,3,7,1190,150,1962,0,"98034",47.709,-122.214,1950,10514 +"7849202585","20140904T000000",170000,1,1,480,4560,"1",0,0,3,5,480,0,1922,0,"98065",47.5253,-121.826,890,4803 +"6430500291","20150212T000000",565000,3,1,1260,4080,"1.5",0,0,4,7,1260,0,1928,0,"98103",47.6893,-122.354,1130,3876 +"8151600701","20140623T000000",234000,2,1,870,11100,"1",0,0,3,6,870,0,1940,0,"98146",47.5038,-122.364,1370,10404 +"2597450620","20141009T000000",1.51125e+006,3,2.5,4010,12105,"1",0,3,5,11,2600,1410,1983,0,"98006",47.554,-122.151,4010,15081 +"1099900120","20150126T000000",345000,3,2.5,2340,8414,"1",0,0,3,7,1280,1060,1993,0,"98188",47.4685,-122.265,2340,7268 +"7853340450","20150427T000000",415000,3,2.75,1770,3172,"2",0,0,3,8,1770,0,2009,0,"98065",47.5164,-121.878,1760,2891 +"5652600065","20141010T000000",760000,5,1.75,2660,10637,"1.5",0,0,5,7,1670,990,1922,0,"98115",47.6945,-122.292,1570,6825 +"6114400142","20150226T000000",484000,5,2.5,3600,20001,"2",0,0,4,9,3600,0,1976,0,"98166",47.4484,-122.339,2860,21780 +"3630050180","20140926T000000",360000,2,1.75,1230,1107,"2",0,0,3,8,1230,0,2006,0,"98029",47.5475,-121.999,1380,1107 +"1853000300","20150224T000000",875000,3,2.75,3270,39586,"1.5",0,0,3,11,3270,0,1988,0,"98077",47.731,-122.078,3480,35998 +"3585900785","20140514T000000",930000,3,2.5,3100,20553,"1",0,0,3,10,3100,0,1954,0,"98177",47.7635,-122.377,3000,22302 +"1545801970","20140516T000000",250000,3,2,1900,6660,"1",0,0,5,7,950,950,1966,0,"98038",47.3594,-122.054,1690,8111 +"7853340610","20150421T000000",394000,2,2,1750,2731,"2",0,0,3,8,1750,0,2012,0,"98065",47.5169,-121.878,1650,2731 +"8562900590","20150122T000000",865000,4,3.5,3380,11270,"2",0,1,3,9,2160,1220,2007,0,"98074",47.6124,-122.06,2910,11214 +"9422400035","20140912T000000",477500,2,2,2090,6000,"2",0,1,3,7,2090,0,1918,1985,"98116",47.5732,-122.413,1600,5400 +"9273200115","20141217T000000",1.25e+006,4,2.75,4120,12500,"1",0,4,4,8,2060,2060,1947,0,"98116",47.5914,-122.385,3680,5000 +"3971700937","20140827T000000",270000,3,1.75,1260,7500,"1",0,0,3,6,840,420,1947,0,"98155",47.772,-122.323,1340,7500 +"1508210230","20150428T000000",567000,3,2.25,1800,6875,"1",0,0,4,8,1230,570,1974,0,"98052",47.6773,-122.11,1800,8749 +"5249803550","20140602T000000",635000,3,2.5,1960,7200,"1",0,0,4,8,980,980,1940,0,"98118",47.5655,-122.27,1440,7200 +"4218400100","20140911T000000",1.865e+006,6,2.75,4460,6952,"2.5",0,2,4,10,3460,1000,1930,0,"98105",47.6626,-122.269,2750,4769 +"1424100100","20140610T000000",183000,3,1.75,1330,9200,"1",0,0,4,7,1330,0,1973,0,"98092",47.2916,-122.185,1590,9200 +"7861000021","20150429T000000",309933,3,1.75,1820,78408,"1",0,0,3,6,1220,600,1950,0,"98042",47.3364,-122.128,1340,78408 +"7856601110","20150325T000000",945800,4,2.75,3360,9100,"1",0,0,4,8,1760,1600,1973,0,"98006",47.5641,-122.149,2620,8925 +"1121039059","20140522T000000",503000,2,1.75,2860,59612,"1",1,4,3,8,1510,1350,1948,2003,"98023",47.3276,-122.389,2720,59612 +"0522059172","20140814T000000",220000,3,1,1460,10200,"1",0,0,4,7,1460,0,1957,0,"98055",47.4238,-122.197,1460,8500 +"8594400110","20150401T000000",335000,3,1.75,1900,36769,"1",0,0,3,8,1900,0,1987,0,"98092",47.3041,-122.066,1950,35847 +"9201000120","20150422T000000",650000,3,2.25,1790,9927,"1",0,2,4,7,1240,550,1969,0,"98075",47.5822,-122.077,2610,10700 +"1822059440","20150203T000000",511000,4,3.5,3100,7600,"2",0,0,3,10,3100,0,2005,0,"98031",47.3892,-122.215,3350,7638 +"1623089039","20141217T000000",275000,2,1,900,57063,"1",0,0,4,6,900,0,1938,0,"98045",47.4735,-121.786,1440,268765 +"0452001570","20150403T000000",576250,2,1.75,1530,5000,"2",0,0,4,7,1260,270,1989,0,"98107",47.6755,-122.37,1470,5000 +"1724069079","20150319T000000",1.452e+006,2,3.25,2070,3128,"2",1,3,3,9,1760,310,1988,0,"98075",47.5686,-122.06,2740,3568 +"3141600210","20140619T000000",186000,3,2,1340,4320,"1",0,0,3,5,920,420,1912,1993,"98002",47.299,-122.228,980,6480 +"1797500530","20150505T000000",655100,1,1,1220,4160,"1",0,0,3,7,1220,0,1922,0,"98115",47.6746,-122.315,1970,4200 +"7300400580","20140505T000000",328000,4,2.5,2370,6500,"2",0,0,3,9,2370,0,1998,0,"98092",47.3328,-122.173,2590,6137 +"1826049442","20150310T000000",441000,3,2.5,1890,11036,"1",0,0,3,8,1460,430,1973,0,"98133",47.7426,-122.354,2040,7524 +"2525000220","20150414T000000",370000,3,1.75,1480,7725,"1.5",0,0,4,7,1480,0,1981,0,"98059",47.483,-122.163,1720,8379 +"0191100665","20150413T000000",630000,2,1,1050,8382,"1",0,0,3,7,1050,0,1959,0,"98040",47.5627,-122.221,2400,9525 +"5634500201","20150414T000000",470500,4,2.25,2070,14000,"1",0,0,3,7,1720,350,1958,0,"98028",47.7484,-122.237,1690,14444 +"0795000405","20150413T000000",285950,2,1,1170,6000,"1",0,0,3,6,1170,0,1948,0,"98168",47.5033,-122.331,1130,7500 +"1300300730","20150324T000000",698000,3,1.5,1090,7200,"1",0,0,4,7,1090,0,1958,0,"98040",47.5817,-122.241,2010,8982 +"1862900040","20140626T000000",268000,3,2.5,1650,6684,"2",0,0,3,7,1650,0,1991,0,"98031",47.4051,-122.184,1850,7048 +"9279700150","20150212T000000",1.625e+006,4,3.75,4410,8112,"3",0,4,3,11,3570,840,2003,0,"98116",47.5888,-122.392,2770,5750 +"0322059311","20150330T000000",355000,4,2.5,1780,15000,"2",0,0,2,7,1780,0,1993,0,"98058",47.4239,-122.153,2005,9680 +"3333002710","20140917T000000",299000,3,1,1550,8778,"1",0,0,3,7,1250,300,1952,0,"98118",47.5413,-122.281,2120,7268 +"1257200115","20140521T000000",1.003e+006,4,2.75,2290,6120,"2",0,0,4,7,2170,120,1926,0,"98115",47.6746,-122.327,1910,4590 +"9183703045","20150420T000000",275000,4,2,2220,8229,"1.5",0,0,4,7,2220,0,1958,0,"98030",47.3722,-122.22,1660,8396 +"7899800905","20150503T000000",475000,3,1.75,1150,10240,"1",0,0,3,6,1030,120,1918,0,"98106",47.5222,-122.357,1270,2566 +"7215400770","20140623T000000",260000,4,2.5,2000,37045,"2",0,0,3,8,2000,0,1989,0,"98042",47.3398,-122.071,2390,36868 +"1139000215","20140718T000000",416000,2,1.75,1270,7560,"1.5",0,0,4,7,1270,0,1932,0,"98133",47.7083,-122.357,1480,7560 +"9218400088","20141119T000000",495000,5,1,1810,11205,"1.5",0,2,3,7,1810,0,1915,0,"98178",47.5099,-122.262,1860,7965 +"9455200596","20150114T000000",357500,3,1,1450,8100,"1",0,0,3,6,1450,0,1952,0,"98125",47.7027,-122.289,1450,7800 +"0510002506","20140825T000000",459500,2,1.5,1170,1079,"3",0,0,3,7,1170,0,2003,0,"98103",47.6607,-122.333,1170,1116 +"7212680850","20140903T000000",258000,3,2.5,1730,6930,"2",0,0,3,8,1730,0,1994,0,"98003",47.2621,-122.308,1780,6930 +"5229300085","20150411T000000",600000,3,2.25,2680,98445,"1",0,0,5,8,2680,0,1962,0,"98059",47.5015,-122.108,2340,98445 +"7436000205","20140919T000000",665000,3,1,1260,24550,"1.5",0,2,4,7,1260,0,1937,0,"98136",47.5442,-122.396,2500,12320 +"0425200205","20141003T000000",165000,3,1.5,1020,10152,"1",0,0,5,6,1020,0,1959,0,"98056",47.4971,-122.168,1320,8892 +"7138200150","20140518T000000",297000,5,2.5,1970,8605,"2",0,0,4,7,1970,0,1994,0,"98022",47.1944,-122.013,1970,8460 +"1782000180","20141023T000000",350000,2,1,830,5100,"1",0,0,4,7,830,0,1942,0,"98126",47.5259,-122.379,1220,5100 +"3623500205","20140513T000000",2.45e+006,4,4.5,5030,11023,"2",0,2,3,11,3250,1780,2008,0,"98040",47.5722,-122.236,3640,11490 +"1423200110","20150513T000000",180000,2,1,800,9450,"1",0,0,3,6,800,0,1958,0,"98058",47.4563,-122.184,1090,9450 +"0797000256","20150407T000000",339950,3,1.75,1330,12092,"1",0,0,4,6,720,610,1981,0,"98168",47.5102,-122.324,1770,11770 +"9357000215","20150127T000000",365000,3,1,1030,4700,"1",0,0,3,7,1030,0,1952,0,"98146",47.5118,-122.377,1030,4700 +"2526069095","20140605T000000",955000,4,4.25,5660,193593,"2",0,0,3,10,4100,1560,2001,0,"98019",47.7064,-121.981,3620,207141 +"6908200650","20140527T000000",732000,3,2.5,2330,1987,"2",0,4,3,9,1410,920,2004,0,"98107",47.6735,-122.405,2640,5250 +"5021900175","20140616T000000",500000,3,1.75,1540,10800,"1",0,0,5,6,770,770,1947,0,"98040",47.5763,-122.222,2020,10800 +"4038700220","20150213T000000",610000,6,2.75,2040,8560,"1",0,2,4,7,1100,940,1961,0,"98008",47.616,-122.115,2230,8560 +"9455200205","20140604T000000",525000,3,2,1540,7800,"1",0,0,3,8,1540,0,2004,0,"98125",47.7041,-122.288,1510,7800 +"5379804470","20140617T000000",170000,4,1,1920,13787,"1",0,0,4,7,1220,700,1966,0,"98188",47.4502,-122.277,1490,11200 +"2517000150","20140713T000000",300000,3,2.5,1870,3439,"2",0,0,3,7,1870,0,2005,0,"98042",47.3992,-122.163,2190,4029 +"9264930770","20141029T000000",389500,5,3.5,2960,12527,"2",0,0,3,9,1940,1020,1986,0,"98023",47.3134,-122.35,2210,10952 +"4197400043","20150219T000000",330000,3,1.5,1690,10250,"1",0,0,4,7,1690,0,1955,0,"98166",47.4531,-122.344,1990,11084 +"2329800330","20141114T000000",269950,3,2.25,1610,7187,"2",0,0,3,7,1610,0,1988,0,"98042",47.3764,-122.117,1640,7194 +"7899800450","20140828T000000",107000,2,1,670,4720,"1",0,0,4,6,670,0,1948,0,"98106",47.5243,-122.358,1480,4720 +"2895110062","20141202T000000",249000,3,1,1752,14626,"2",0,2,3,8,1752,0,2005,0,"98032",47.3755,-122.278,1800,9000 +"3448001285","20140818T000000",442500,4,2,1540,5920,"1.5",0,0,5,7,1540,0,1935,0,"98125",47.7148,-122.301,1630,6216 +"0521079025","20150417T000000",579000,3,2.5,3160,286181,"2",0,3,3,9,3160,0,2002,0,"98010",47.3401,-121.946,2110,94663 +"0624069098","20150121T000000",621500,3,1.75,2570,39634,"2",0,0,3,8,2570,0,1984,0,"98075",47.596,-122.08,2990,39634 +"2946003580","20141119T000000",203000,3,1.5,1370,7500,"1",0,0,3,7,1080,290,1958,0,"98198",47.4167,-122.322,1400,7500 +"7227500450","20140909T000000",222900,2,1,860,5800,"1",0,0,5,5,860,0,1942,0,"98056",47.4979,-122.183,900,6000 +"2322069100","20150409T000000",453000,2,1.5,1680,17400,"1.5",0,0,3,7,1680,0,1991,0,"98038",47.3836,-122.006,1610,27600 +"2144800615","20140625T000000",190000,1,0.75,930,29258,"1",0,0,3,6,930,0,1941,0,"98178",47.4837,-122.236,2000,18321 +"1432900150","20150406T000000",320000,4,1.75,1820,7381,"1",0,0,5,7,1150,670,1962,0,"98058",47.4567,-122.171,1610,8462 +"7942601810","20141210T000000",733500,3,1.5,2120,4370,"1.5",0,0,3,8,2120,0,1904,0,"98122",47.606,-122.307,1960,5120 +"7302900090","20150218T000000",555000,4,2.25,3330,21785,"2",0,0,3,9,3330,0,1994,0,"98059",47.4725,-122.136,3330,21796 +"2310050110","20141215T000000",364950,3,2.25,2520,6170,"2",0,0,3,7,1850,670,2003,0,"98038",47.3522,-122.042,2260,6967 +"6743700090","20141120T000000",490000,3,1.75,1560,9247,"1",0,0,3,7,1160,400,1989,0,"98033",47.6954,-122.174,1690,8772 +"3935900093","20150427T000000",688000,5,1.75,2250,13526,"1",0,1,3,8,1350,900,1957,0,"98125",47.7108,-122.279,2580,10078 +"0123039279","20140711T000000",165000,2,1,640,7768,"1",0,0,3,6,640,0,1942,0,"98106",47.515,-122.359,840,7424 +"4307350730","20141113T000000",506000,5,3.75,3880,8370,"2",0,0,4,7,3880,0,2004,0,"98056",47.4811,-122.179,2160,4651 +"1954700610","20141209T000000",2.193e+006,3,2.25,3360,7108,"2",0,0,3,10,2770,590,1905,2004,"98112",47.6187,-122.284,3450,8558 +"8155500110","20150429T000000",754000,5,1.75,2350,7800,"1",0,0,4,8,1510,840,1968,0,"98008",47.6225,-122.107,2220,8400 +"7129303045","20150417T000000",949950,5,2.5,2340,1989,"2",1,4,3,8,2340,0,1959,0,"98118",47.5193,-122.257,2200,3230 +"6021503451","20140822T000000",443600,3,2.5,1430,1056,"3",0,0,3,8,1430,0,2003,0,"98117",47.684,-122.388,1310,2135 +"3793400360","20140814T000000",380600,3,2.5,1920,12244,"2",0,0,3,7,1920,0,1998,0,"98019",47.7256,-121.97,1920,11859 +"7504101280","20150126T000000",722800,3,3.25,4330,14600,"2",0,0,3,10,3630,700,1985,0,"98074",47.6341,-122.044,3220,12672 +"3331500121","20150210T000000",342888,2,1,790,5150,"1",0,0,4,6,790,0,1948,0,"98118",47.5528,-122.272,1460,5150 +"0438000015","20140916T000000",555000,4,1.75,2350,5946,"1",0,2,3,8,1350,1000,1957,0,"98115",47.6879,-122.298,2060,6000 +"5366200205","20140603T000000",613000,3,2.5,1350,3068,"2",0,0,3,7,1350,0,1991,0,"98122",47.6099,-122.293,1900,4000 +"2026049067","20140702T000000",480000,3,2,1470,10052,"1",0,0,4,8,1470,0,1956,0,"98125",47.726,-122.316,1480,9780 +"3885808035","20150316T000000",619500,6,1.5,1680,5202,"1.5",0,0,2,7,1680,0,1911,0,"98033",47.6798,-122.206,1890,5500 +"1494300040","20140624T000000",437000,4,2.5,1890,8505,"1",0,0,3,8,1290,600,1980,0,"98052",47.6796,-122.115,1720,9600 +"6071200195","20150408T000000",621000,4,2.5,2030,9905,"1",0,0,4,8,2030,0,1959,0,"98006",47.5518,-122.184,2130,10008 +"1257202215","20140714T000000",810000,4,1.75,1760,4080,"1.5",0,0,4,8,1760,0,1906,0,"98103",47.675,-122.331,1760,6120 +"5589300145","20140527T000000",415000,3,2.25,1950,8868,"1",0,0,3,7,1350,600,1964,0,"98155",47.7538,-122.312,1300,8880 +"0293000145","20141113T000000",250000,4,1,1440,7404,"1",0,0,3,6,1080,360,1918,0,"98126",47.5328,-122.379,1620,7436 +"4315701163","20150413T000000",585000,3,1.5,2230,6000,"1",0,1,3,8,1260,970,1968,0,"98136",47.5373,-122.395,2120,7200 +"6163900981","20140528T000000",220000,3,1,1180,5002,"1.5",0,0,3,7,1180,0,1946,0,"98155",47.7529,-122.324,1470,8410 +"4157600120","20150422T000000",580000,5,2.5,2500,11900,"1",0,0,3,7,1400,1100,1963,0,"98007",47.5915,-122.132,2820,11900 +"3262301355","20140725T000000",1.32e+006,3,2.75,2680,20104,"1",0,0,5,9,1820,860,1964,0,"98039",47.6304,-122.234,3060,19837 +"4376700330","20140801T000000",675000,4,2.5,2040,9225,"1",0,0,5,8,1610,430,1968,0,"98052",47.636,-122.097,1730,9225 +"8691370330","20141029T000000",695000,4,2.75,2660,7389,"2",0,0,3,9,2660,0,2002,0,"98075",47.5993,-121.977,2820,7388 +"5078400090","20141209T000000",915000,5,2.75,2580,7630,"1",0,0,4,7,1730,850,1954,0,"98004",47.6226,-122.205,2040,7717 +"5272200040","20141121T000000",375000,3,1,1000,6947,"1",0,0,4,7,1000,0,1947,0,"98125",47.7142,-122.319,1000,6947 +"2997800015","20150407T000000",500000,3,1.5,1330,1265,"2",0,0,3,8,1140,190,2008,0,"98116",47.5773,-122.409,1330,1264 +"2780900220","20141226T000000",335000,2,2,1420,5185,"1",0,0,3,7,1420,0,2004,0,"98038",47.3543,-122.022,2140,4890 +"4463400195","20140718T000000",170000,2,1,1280,21750,"1.5",0,0,5,6,1280,0,1912,0,"98001",47.3096,-122.241,1520,21750 +"0844001485","20150429T000000",320900,5,2.5,2200,8500,"1",0,0,4,7,1400,800,1971,0,"98010",47.3073,-122.006,1360,8855 +"8123450300","20150306T000000",508000,3,1.75,1800,8462,"1",0,0,3,8,1440,360,1978,0,"98052",47.6623,-122.141,2210,8436 +"7137800300","20140708T000000",228950,3,1.75,1200,9085,"1",0,0,4,7,1200,0,1968,0,"98023",47.2795,-122.353,1200,9085 +"7972600910","20150507T000000",433000,4,2,1840,4760,"1.5",0,0,4,6,1080,760,1929,0,"98106",47.5297,-122.349,1170,5950 +"7452500770","20140908T000000",267500,2,1,960,5150,"1",0,0,5,6,960,0,1951,0,"98126",47.5201,-122.372,1010,5000 +"5250300035","20141008T000000",910000,4,1.5,2890,9000,"2",0,4,3,8,2090,800,1939,0,"98118",47.5682,-122.274,2550,8400 +"9517200610","20150303T000000",370000,3,1.75,1290,10117,"1",0,0,3,7,1290,0,1984,0,"98072",47.7598,-122.146,1770,11839 +"0952004570","20141206T000000",320000,2,1,1140,3834,"1.5",0,0,3,6,1140,0,1911,0,"98126",47.5642,-122.378,1190,5750 +"0579002600","20141001T000000",660000,3,1.75,1750,5200,"1",0,1,4,8,1750,0,1956,0,"98117",47.6995,-122.383,2060,5200 +"4351300978","20140826T000000",787888,4,2.25,2580,21115,"2",0,0,4,9,2580,0,1977,0,"98040",47.5566,-122.219,2690,10165 +"1152700090","20141218T000000",329000,4,2.5,2650,5880,"2",0,0,3,9,2650,0,2005,0,"98042",47.3509,-122.165,2610,6490 +"3179100720","20141203T000000",602000,2,1,1470,6398,"1",0,0,4,7,970,500,1941,0,"98105",47.6716,-122.279,1950,6398 +"5628300015","20141106T000000",375000,3,2,1640,9750,"1",0,0,3,7,1640,0,1959,0,"98028",47.7425,-122.241,1340,9750 +"1900000035","20150505T000000",212000,1,1,620,7620,"1",0,0,3,6,620,0,1926,0,"98166",47.4697,-122.349,1160,7620 +"1105000432","20140822T000000",224000,3,1.5,1440,8370,"1",0,0,3,7,1440,0,1977,0,"98118",47.5418,-122.275,1440,8370 +"1402810150","20150310T000000",315500,3,2,1160,10079,"1",0,0,3,7,1160,0,1986,0,"98019",47.7341,-121.976,1130,10087 +"2163900028","20150128T000000",350000,2,1,1070,2880,"1",0,0,3,7,1070,0,1902,0,"98102",47.6261,-122.324,2030,2880 +"5409000110","20150506T000000",389000,6,4.5,3560,14010,"2",0,0,3,7,3560,0,1989,0,"98002",47.3244,-122.217,1710,11116 +"8687800100","20140713T000000",285000,3,1.75,1720,13104,"1",0,0,4,7,1720,0,1962,0,"98168",47.4709,-122.26,1840,13104 +"8563300085","20141201T000000",425000,3,1.75,1530,9800,"1",0,0,5,8,1530,0,1958,0,"98133",47.7655,-122.336,1660,9800 +"7140200330","20150309T000000",190000,3,1.75,1270,7875,"1",0,0,4,7,1270,0,1980,0,"98030",47.3696,-122.17,1830,7210 +"2124069103","20150505T000000",374000,3,1.75,1510,18439,"1",0,0,3,7,1510,0,1971,0,"98027",47.5491,-122.046,1600,34326 +"1703401110","20140807T000000",292000,2,1,880,5500,"1",0,0,3,6,880,0,1904,0,"98118",47.5573,-122.289,1080,5500 +"6046400755","20150511T000000",475000,5,1.75,2020,5100,"1.5",0,0,5,7,1320,700,1911,0,"98103",47.6915,-122.345,1130,5100 +"5309100450","20150330T000000",546500,3,2.5,1410,2675,"1",0,0,3,7,820,590,1985,0,"98117",47.6786,-122.371,1410,4013 +"3883800011","20141105T000000",82000,3,1,860,10426,"1",0,0,3,6,860,0,1954,0,"98146",47.4987,-122.341,1140,11250 +"3883800011","20150408T000000",219900,3,1,860,10426,"1",0,0,3,6,860,0,1954,0,"98146",47.4987,-122.341,1140,11250 +"4315700175","20140612T000000",440000,3,1,1210,5750,"1.5",0,0,4,7,1210,0,1910,0,"98136",47.5403,-122.391,1160,5000 +"0221029019","20150428T000000",400000,3,2.5,2090,32718,"2",1,4,3,7,1550,540,1919,1983,"98070",47.3338,-122.511,1200,192268 +"4035900085","20141117T000000",453000,3,1.75,1430,20193,"1",0,0,3,7,1430,0,1955,0,"98006",47.5619,-122.183,2140,18364 +"3438500781","20140812T000000",330000,6,3.25,2120,6893,"1",0,0,4,7,1060,1060,1983,0,"98106",47.5508,-122.355,1380,6986 +"8097000330","20140721T000000",359950,3,2.75,2540,8604,"2",0,0,3,8,2540,0,1991,0,"98092",47.3209,-122.185,2260,7438 +"8677300720","20140617T000000",616000,4,2.5,2490,12929,"2",0,0,3,9,2490,0,1983,0,"98074",47.6161,-122.021,2440,12929 +"3644100072","20141107T000000",245000,2,1,670,2356,"1",0,0,5,6,670,0,1960,0,"98144",47.5918,-122.295,1220,1740 +"1453602284","20141103T000000",296000,2,2,1320,2040,"3",0,0,3,7,1320,0,1997,0,"98125",47.7224,-122.291,1430,2040 +"4365700450","20141106T000000",193000,2,1,950,9000,"1",0,0,3,6,950,0,1924,0,"98106",47.5219,-122.361,1000,8280 +"9268200315","20140828T000000",456000,3,2,1870,8442,"1.5",0,0,5,7,1060,810,1927,0,"98117",47.6964,-122.365,1640,6174 +"4358700141","20150427T000000",480000,4,1.75,1840,9250,"1",0,0,4,7,980,860,1956,0,"98133",47.708,-122.337,1520,9250 +"4310701577","20140509T000000",382000,3,3.25,1410,1253,"3",0,0,3,8,1410,0,2005,0,"98103",47.6981,-122.34,1410,1253 +"9828200762","20140628T000000",650000,2,1,1050,2542,"1",0,0,3,7,880,170,1904,0,"98122",47.6172,-122.298,1620,1809 +"2026049097","20141125T000000",431750,2,2,1400,10052,"1",0,0,3,8,1400,0,1957,0,"98125",47.7262,-122.316,1400,8785 +"6639900219","20150511T000000",419900,3,2.5,1630,1755,"2",0,0,3,8,1320,310,1997,0,"98033",47.691,-122.176,1920,14550 +"2521039066","20141229T000000",315000,3,2,1900,9513,"1",0,0,3,8,1900,0,1995,0,"98023",47.2843,-122.357,1790,8028 +"5649300120","20150420T000000",597500,4,3,1890,35280,"1",0,0,3,9,1510,380,1979,0,"98052",47.7112,-122.099,2730,34525 +"1774230300","20150306T000000",615000,3,2.5,2980,43301,"1",0,0,4,8,1930,1050,1978,0,"98077",47.7631,-122.093,2890,35915 +"7313200120","20141031T000000",605000,4,3.25,2885,33671,"2",0,0,4,8,2885,0,1984,0,"98027",47.5174,-122.046,1910,16000 +"4137010540","20150401T000000",220000,3,2.5,1980,11900,"2",0,0,3,8,1980,0,1990,0,"98092",47.2656,-122.217,2130,9933 +"7844200120","20150413T000000",340000,4,2.5,3020,8750,"1",0,0,3,8,1710,1310,1960,0,"98188",47.4298,-122.29,1900,8750 +"1923099058","20141015T000000",620000,4,2.5,2980,210395,"2",0,0,3,9,2980,0,2001,0,"98045",47.4575,-121.707,2530,45596 +"7922710690","20140519T000000",602000,5,1.75,3290,11900,"1.5",0,0,3,8,3290,0,1973,0,"98052",47.6626,-122.141,2210,8549 +"2624049165","20140513T000000",575000,3,1.75,1580,11750,"1",0,0,4,7,1180,400,1951,0,"98118",47.5368,-122.265,2150,11750 +"7575600100","20140502T000000",285000,3,2.5,2090,10834,"1",0,0,4,8,1360,730,1987,0,"98003",47.3537,-122.303,1750,8595 +"3450400330","20150220T000000",306500,3,1.5,1100,8140,"1",0,0,4,7,1100,0,1965,0,"98059",47.5004,-122.162,1430,7700 +"4307300930","20150102T000000",325000,3,2.5,1870,3480,"2",0,0,3,7,1870,0,2002,0,"98056",47.4831,-122.183,2160,3480 +"3288301030","20150319T000000",623000,3,2.75,2390,21804,"1",0,0,3,8,1450,940,1973,0,"98034",47.7339,-122.183,2390,10136 +"5466350120","20150311T000000",256500,3,2,1320,8568,"1",0,0,3,7,1320,0,1993,0,"98042",47.3904,-122.164,1600,8463 +"3791410210","20141117T000000",473000,5,3.5,3430,6872,"2",0,0,3,10,2830,600,2002,0,"98031",47.4065,-122.207,3650,6600 +"1795900120","20141029T000000",549000,3,2.5,2250,9235,"2",0,0,3,8,2250,0,1985,0,"98052",47.7268,-122.105,2290,8187 +"8656300385","20150317T000000",305000,3,1,1710,19115,"1",0,0,3,6,1710,0,1986,0,"98014",47.656,-121.913,1650,15144 +"6649250410","20150204T000000",317000,4,2.5,2160,8049,"2",0,0,3,9,2160,0,1988,0,"98001",47.3337,-122.26,2490,8995 +"1426049054","20140701T000000",450000,3,1.75,1400,13775,"1",0,0,3,8,1400,0,1963,0,"98028",47.7413,-122.259,2200,10450 +"7841300535","20150409T000000",225000,2,2.5,1560,5333,"1",0,0,3,5,780,780,1947,0,"98055",47.4749,-122.213,1010,4800 +"2867700035","20150212T000000",500000,5,2,2300,7897,"2.5",0,0,4,8,2300,0,1956,0,"98133",47.7556,-122.356,2030,7902 +"2658000215","20140812T000000",207000,2,1,820,4860,"1",0,0,5,6,820,0,1955,0,"98118",47.5298,-122.271,1240,6000 +"7100000120","20140818T000000",474900,3,1,1630,8308,"1.5",0,0,3,7,1630,0,1948,0,"98146",47.5075,-122.378,1170,8308 +"0200300210","20140701T000000",515000,3,2.5,2010,7200,"2",0,0,3,8,2010,0,1994,0,"98028",47.7372,-122.223,1970,7202 +"1868903130","20150212T000000",542000,4,1,1540,5000,"1.5",0,0,4,7,1090,450,1922,0,"98115",47.6754,-122.294,1590,5000 +"7385310040","20140605T000000",725000,4,2.75,2420,10962,"1",0,0,3,8,1530,890,1977,0,"98007",47.6218,-122.152,2620,13200 +"5104510210","20150309T000000",314950,3,2.5,1690,4533,"2",0,0,3,7,1690,0,2003,0,"98038",47.3575,-122.016,1830,5175 +"9517200180","20141106T000000",375000,3,2,1410,10078,"1",0,0,4,6,1410,0,1983,0,"98072",47.7587,-122.144,2090,9202 +"1725079061","20140710T000000",500000,3,1.75,1640,47044,"1",0,0,3,7,1640,0,1989,0,"98014",47.654,-121.94,2280,200811 +"2141310820","20140624T000000",689000,3,1.75,2200,9840,"1",0,0,5,8,1500,700,1978,0,"98006",47.559,-122.136,2410,9623 +"2902200234","20141209T000000",525000,3,2.25,1290,1182,"2",0,0,3,8,1000,290,2006,0,"98102",47.637,-122.327,1300,1169 +"1443500395","20150504T000000",360000,3,1.5,1060,6232,"1",0,0,4,7,1060,0,1968,0,"98118",47.5329,-122.271,1120,5379 +"2391601010","20140820T000000",425000,3,1,1240,5750,"1",0,0,4,6,1240,0,1948,0,"98116",47.564,-122.398,1240,5750 +"7129303970","20150304T000000",239950,2,1,1280,5500,"1",0,0,3,7,1280,0,1949,0,"98118",47.5179,-122.264,1270,5500 +"0567000025","20150402T000000",577500,2,2.5,2330,3000,"2",0,3,3,8,2330,0,1915,1994,"98144",47.5953,-122.294,1760,4000 +"2493200195","20140502T000000",615000,3,1.75,2360,7291,"1",0,0,4,8,1360,1000,1948,0,"98136",47.5274,-122.384,1860,5499 +"8562901250","20140827T000000",516000,4,2.75,2210,10800,"1",0,0,4,8,1170,1040,1997,0,"98074",47.6086,-122.059,2210,10800 +"2600020330","20140813T000000",1.218e+006,4,2.75,3670,15400,"2",0,3,4,10,3670,0,1986,0,"98006",47.5581,-122.156,3370,13300 +"1370801520","20140527T000000",1.655e+006,4,3.5,3080,4815,"2",0,3,3,10,2300,780,1937,2009,"98199",47.6417,-122.411,2910,5350 +"5589900761","20150501T000000",315000,2,1,770,6731,"1",0,0,4,6,770,0,1943,0,"98155",47.7505,-122.312,1120,9212 +"3601800580","20141021T000000",250000,4,2,2600,9000,"1",0,0,3,8,1410,1190,1959,0,"98032",47.381,-122.299,2600,7200 +"3336000296","20141113T000000",250000,4,1.5,1220,4900,"1",0,0,3,6,1220,0,1942,0,"98118",47.5292,-122.269,1410,3000 +"1525059020","20150410T000000",925000,4,2.5,2910,48351,"1",0,0,4,8,1910,1000,1967,0,"98005",47.6495,-122.164,2760,43560 +"6150200330","20140825T000000",358000,3,1,1150,4681,"1",0,0,3,7,1150,0,1955,0,"98133",47.7284,-122.336,1150,6800 +"4136950180","20140926T000000",262000,3,2.5,1700,6200,"2",0,0,3,8,1700,0,1997,0,"98092",47.2621,-122.221,1720,6205 +"0259600790","20141015T000000",500000,3,1.75,1220,7370,"1",0,0,4,7,1220,0,1964,0,"98008",47.6334,-122.12,1580,8213 +"2770604925","20140715T000000",1.3e+006,5,1,1670,6400,"1.5",0,0,3,8,1670,0,1919,0,"98119",47.6542,-122.373,1910,2983 +"6902000100","20140915T000000",500000,3,1.75,2420,65501,"2",0,1,3,8,2420,0,1984,0,"98074",47.6525,-122.087,2970,19036 +"3275850180","20140602T000000",675000,3,2.25,2610,9002,"2",0,0,3,9,2610,0,1988,0,"98052",47.6909,-122.104,2320,8306 +"4154300296","20140926T000000",235000,3,1,960,5030,"1",0,0,3,7,960,0,1955,0,"98118",47.5611,-122.28,1460,5400 +"4154300296","20150318T000000",545000,3,1,960,5030,"1",0,0,3,7,960,0,1955,0,"98118",47.5611,-122.28,1460,5400 +"3888100043","20140507T000000",350000,3,1,1010,9360,"1",0,0,3,6,1010,0,1981,0,"98033",47.6874,-122.168,1470,9360 +"8165501510","20141125T000000",320000,2,2.25,1550,1827,"2",0,0,3,8,1550,0,2008,0,"98106",47.5394,-122.368,1420,1826 +"5152700120","20150318T000000",452000,5,2.5,5067,13315,"1",0,2,3,9,3154,1913,1968,0,"98003",47.3391,-122.325,2860,13957 +"1962200475","20140725T000000",875000,3,2,2350,6000,"1.5",0,0,4,8,1990,360,1922,0,"98102",47.6476,-122.32,2010,5040 +"0272000355","20141108T000000",325000,3,1.5,1310,2998,"2",0,0,3,7,1310,0,1998,0,"98144",47.5873,-122.299,1310,2997 +"5113400113","20140619T000000",756000,4,2.25,2160,5600,"1",0,0,5,7,1080,1080,1947,0,"98119",47.6442,-122.372,1850,5150 +"6669010120","20140624T000000",319000,4,2.5,2510,7992,"1",0,0,3,8,1610,900,1978,0,"98032",47.3715,-122.285,2030,7992 +"7170200110","20150121T000000",455000,3,1.75,890,3800,"1.5",0,0,3,7,750,140,1926,0,"98115",47.6803,-122.291,1280,3800 +"2113700025","20150409T000000",330000,2,1,1129,3840,"1",0,0,3,7,1129,0,1953,0,"98106",47.5313,-122.351,1300,3880 +"7197000100","20150108T000000",510000,4,3.25,1980,9988,"1",0,0,3,8,1340,640,1980,0,"98052",47.6883,-122.111,1980,8972 +"7577700061","20150416T000000",532000,3,1,2360,5012,"1",0,0,3,7,1560,800,1964,0,"98116",47.5705,-122.384,1690,4800 +"1862400215","20150120T000000",775000,3,2.5,2480,5007,"2",0,0,3,8,1960,520,2014,0,"98117",47.6974,-122.369,1650,7806 +"3726800201","20150417T000000",410000,3,1.75,2160,4000,"1",0,0,3,7,1080,1080,1953,0,"98144",47.5721,-122.309,1260,3200 +"0013002460","20150318T000000",205000,2,1.75,1740,5100,"1",0,0,3,6,580,1160,1915,0,"98108",47.5211,-122.33,1440,5100 +"5151200215","20141212T000000",585000,4,2.5,2430,6766,"2",0,0,3,8,2430,0,1999,0,"98177",47.7294,-122.358,1820,6772 +"8731983200","20150310T000000",255000,2,1.75,1950,8200,"1",0,0,3,8,1950,0,1975,0,"98023",47.3161,-122.382,2370,8000 +"5309101395","20140911T000000",415000,2,1,910,3750,"1",0,0,3,7,910,0,1904,0,"98117",47.6772,-122.369,1160,4000 +"4364700945","20150402T000000",459000,4,2,2360,7080,"1",0,0,5,6,1180,1180,1925,0,"98126",47.5261,-122.376,1340,7200 +"0395300330","20141211T000000",354000,3,1,1130,11250,"1",0,0,3,7,1130,0,1965,0,"98034",47.7254,-122.227,1410,11250 +"3295730040","20140715T000000",587000,3,2.5,2150,5193,"2",0,0,3,8,2150,0,1995,0,"98033",47.6952,-122.187,2150,7172 +"7937600395","20140708T000000",782000,4,3.5,5270,53428,"2",0,0,3,10,3440,1830,2004,0,"98058",47.4358,-122.085,2340,30904 +"1236300146","20150504T000000",570000,3,1.5,1300,7287,"1",0,0,4,7,1300,0,1965,0,"98033",47.6889,-122.187,1300,9129 +"8024200625","20150205T000000",414500,3,1,1050,6002,"1",0,0,3,7,840,210,1941,0,"98115",47.6988,-122.316,1180,6003 +"7340600845","20140806T000000",185000,4,1,1380,6700,"1",0,0,3,7,1190,190,1928,0,"98168",47.4871,-122.281,1380,8292 +"0898000220","20141001T000000",262500,3,1.5,1610,10291,"1",0,0,4,7,1610,0,1961,0,"98022",47.2025,-121.999,1410,7729 +"2212600100","20140522T000000",370000,4,2.75,3150,67518,"1",0,0,4,9,2250,900,1965,0,"98092",47.3382,-122.196,2210,32391 +"6412100092","20150105T000000",362500,3,1,1520,9507,"1",0,0,3,7,1520,0,1954,0,"98125",47.7162,-122.324,1360,7219 +"8835350300","20150304T000000",536000,3,2.5,1990,7397,"2",0,0,3,9,1990,0,1993,0,"98072",47.7703,-122.165,2210,7397 +"2586800210","20150421T000000",425000,5,2,2500,7804,"1.5",0,0,3,7,1570,930,1921,0,"98146",47.5031,-122.348,1170,7676 +"2044500201","20140609T000000",435000,3,2.25,1890,7200,"1",0,0,4,7,1230,660,1973,0,"98125",47.7156,-122.317,1970,8101 +"6450303950","20140505T000000",435000,5,2,1840,9240,"1",0,0,4,7,1540,300,1942,1958,"98133",47.7308,-122.34,1200,5250 +"3013300409","20150312T000000",400000,2,1,1220,6300,"1",0,0,3,7,760,460,1942,0,"98136",47.5299,-122.387,1850,4886 +"1934800087","20140626T000000",446000,2,1.5,1370,1221,"2",0,0,3,8,1080,290,2008,0,"98122",47.6039,-122.307,1560,2081 +"1125049140","20150126T000000",1.25e+006,3,2.5,2710,13120,"1",0,0,3,10,2710,0,1959,0,"98105",47.6718,-122.256,3130,13566 +"2025700180","20141120T000000",300000,3,2.25,1760,5421,"2",0,0,3,7,1760,0,1991,0,"98038",47.3484,-122.037,1570,6000 +"8024201055","20140806T000000",404500,2,1,800,5080,"1",0,0,3,7,800,0,1938,0,"98115",47.6978,-122.314,1560,5110 +"2426059097","20150305T000000",910000,4,2.5,3530,49222,"2",0,0,4,9,3530,0,1986,0,"98072",47.7285,-122.112,3750,49222 +"9829200855","20140513T000000",771000,3,2.25,1780,6120,"1.5",0,0,4,9,1390,390,1927,0,"98122",47.6025,-122.286,1960,5568 +"1864940180","20140605T000000",335000,4,2.5,2610,4781,"2",0,0,3,8,2610,0,2009,0,"98001",47.2649,-122.292,2583,4796 +"1023089085","20140804T000000",390000,3,1.75,1850,15170,"1",0,0,3,7,1850,0,1965,0,"98045",47.4991,-121.774,1160,14175 +"4399200100","20150428T000000",288000,3,2.25,1560,9706,"1",0,0,4,7,1560,0,1963,0,"98002",47.3191,-122.213,1510,9706 +"1087500040","20141014T000000",403000,3,1.75,1270,10790,"1",0,0,3,7,1270,0,1956,0,"98033",47.6647,-122.177,1270,10790 +"1972201965","20140624T000000",510000,3,2.25,1420,1309,"3",0,0,3,8,1420,0,2006,0,"98103",47.6534,-122.346,1500,1282 +"0272000085","20150219T000000",751000,6,3,2880,6800,"2",0,0,3,7,2880,0,1980,0,"98144",47.5873,-122.299,1640,4000 +"7129302806","20150203T000000",408000,3,1,1420,8000,"1",0,4,3,7,1420,0,1950,0,"98118",47.5169,-122.255,1780,8295 +"4389201021","20140701T000000",1.01425e+006,3,1,1640,12855,"1.5",0,0,5,6,1500,140,1920,0,"98004",47.6169,-122.212,2190,11262 +"6751300385","20150424T000000",575000,3,2,1730,9030,"1",0,0,4,7,1730,0,1956,0,"98007",47.5875,-122.134,1470,9030 +"0723049274","20150417T000000",330000,3,1.75,1250,8100,"1",0,0,3,7,1250,0,1951,2004,"98146",47.5016,-122.348,1300,8175 +"2767602094","20140516T000000",565000,3,2.25,1520,1221,"3",0,0,3,8,1520,0,2013,0,"98107",47.674,-122.377,1550,4750 +"8635760330","20150413T000000",456000,3,2.5,1820,2935,"2",0,0,3,8,1820,0,1999,0,"98074",47.6018,-122.021,1820,2936 +"3905010100","20140615T000000",652500,4,2.5,2700,9122,"2",0,0,3,9,2700,0,1990,0,"98029",47.5771,-121.994,2500,9122 +"2493200215","20141231T000000",582000,3,1.75,1820,3140,"2",0,0,5,8,1820,0,1949,1990,"98136",47.5271,-122.384,2030,5499 +"8691390530","20140625T000000",700000,4,2.5,2770,5686,"2",0,0,3,9,2770,0,2004,0,"98075",47.5997,-121.973,2910,5000 +"4319200620","20141015T000000",235000,2,1,1270,9182,"1.5",0,0,3,6,1270,0,1917,0,"98126",47.5365,-122.378,1760,9100 +"0424069096","20140731T000000",460000,3,1.75,1400,12155,"1",0,0,4,7,1400,0,1977,0,"98075",47.5926,-122.047,2540,23522 +"8121200820","20140522T000000",475000,3,2.25,1820,8008,"1",0,0,3,8,1240,580,1981,0,"98052",47.7206,-122.11,2030,8750 +"8682231110","20140609T000000",579000,2,2,1870,6275,"1",0,0,3,8,1870,0,2003,0,"98053",47.7108,-122.031,1670,5200 +"2767602645","20141110T000000",507000,4,2,1360,2746,"1.5",0,0,3,7,1360,0,1945,2011,"98107",47.6736,-122.39,1960,2746 +"7131300035","20140512T000000",210000,3,2.5,1040,2643,"2",0,0,3,7,720,320,2004,0,"98118",47.5165,-122.268,1540,5110 +"2595650100","20140630T000000",359500,4,2.75,2140,10316,"2",0,0,3,8,2140,0,1993,0,"98001",47.3537,-122.274,1920,11337 +"2616700450","20141107T000000",248000,3,1.75,1330,9831,"1",0,0,3,7,1330,0,1987,0,"98001",47.3304,-122.277,1330,7500 +"2520900301","20141022T000000",239300,3,1,1070,5750,"1",0,0,3,7,1070,0,1952,0,"98178",47.5071,-122.255,1420,6500 +"1473200150","20141216T000000",315000,3,2.25,1370,1533,"3",0,0,3,8,1370,0,2009,0,"98133",47.7326,-122.343,1370,1125 +"1726600150","20150226T000000",970000,4,3,3510,12410,"2",0,0,4,9,3510,0,1976,0,"98005",47.6381,-122.166,3000,13209 +"9169600110","20150317T000000",510000,3,1.5,1730,6240,"1",0,1,3,8,1000,730,1954,0,"98136",47.5282,-122.391,1620,6240 +"4036800580","20140621T000000",418000,4,1.5,1550,9176,"1",0,0,3,7,1000,550,1956,0,"98008",47.6005,-122.129,1730,8539 +"2324800110","20140612T000000",699000,4,2.5,3280,27441,"2",0,0,3,9,3280,0,1996,0,"98053",47.6711,-122.012,3200,26960 +"7855800910","20150321T000000",871000,4,2.5,2150,8536,"1",0,3,4,8,1400,750,1967,0,"98006",47.5663,-122.163,2800,9500 +"3625059140","20140507T000000",515000,3,1.75,1580,9147,"1",0,1,4,7,1210,370,1967,0,"98008",47.6069,-122.112,2600,23564 +"0001200021","20140811T000000",400000,3,1,1460,43000,"1",0,0,3,7,1460,0,1952,0,"98166",47.4434,-122.347,2250,20023 +"9455200790","20141209T000000",445000,3,1.75,1410,5100,"1",0,0,4,7,1110,300,1954,0,"98125",47.7026,-122.29,1600,7800 +"2021200530","20150225T000000",1.11e+006,4,2.75,3090,6600,"1",0,2,3,9,1800,1290,1956,0,"98199",47.6339,-122.396,2380,5000 +"7760600110","20141027T000000",212000,3,1.5,1690,9600,"1",0,0,3,7,1210,480,1976,0,"98038",47.3857,-122.079,1450,9647 +"9323610110","20150112T000000",710000,4,2.5,2870,11304,"2",0,0,3,9,2870,0,1980,0,"98006",47.5547,-122.154,2690,9940 +"1612500090","20150331T000000",225800,4,1,1100,7110,"1",0,0,4,7,880,220,1907,0,"98030",47.3858,-122.227,1150,7110 +"4027700594","20141222T000000",520000,3,1.75,2310,36665,"1",0,2,3,8,1580,730,1983,0,"98155",47.7697,-122.274,2000,14000 +"1924059254","20150508T000000",1.295e+006,5,3.75,3490,15246,"1",0,1,4,10,1940,1550,1968,0,"98040",47.5479,-122.212,3410,15682 +"2172000846","20140619T000000",248000,4,2,2080,13510,"1",0,0,3,7,1040,1040,1950,0,"98178",47.4918,-122.258,2010,11625 +"0514500195","20141016T000000",556000,4,2.5,2230,7200,"1",0,0,4,7,1220,1010,1957,0,"98005",47.589,-122.156,1920,7200 +"8151600142","20150512T000000",319950,5,1.75,1710,11900,"1",0,0,3,7,1070,640,1958,0,"98146",47.506,-122.365,1030,10360 +"7950304045","20150331T000000",320000,4,2.75,1640,3000,"1",0,0,3,7,1000,640,1984,0,"98118",47.5625,-122.283,1150,4545 +"6700390210","20140708T000000",245000,3,2.5,1600,2788,"2",0,0,4,7,1600,0,1992,0,"98031",47.4034,-122.187,1720,3605 +"2195700230","20150203T000000",700000,3,2.5,2850,36585,"2",0,0,3,10,2850,0,1987,0,"98072",47.7376,-122.102,3340,35671 +"0558100090","20150312T000000",628000,5,2.75,2600,8160,"2",0,0,3,8,2600,0,2015,0,"98133",47.7348,-122.34,1600,8160 +"2749600245","20140617T000000",640000,3,2,1380,4800,"1",0,0,3,7,1380,0,1948,0,"98199",47.651,-122.369,1740,5640 +"1782500065","20150428T000000",420000,4,1.75,1320,4978,"1",0,0,4,7,940,380,1942,0,"98126",47.5266,-122.379,1260,4693 +"0263000329","20141008T000000",349950,3,2.5,1420,1162,"3",0,0,3,8,1420,0,2002,0,"98103",47.6982,-122.349,1430,1560 +"9432900180","20140714T000000",307999,4,2.75,2420,8438,"2",0,0,3,8,2420,0,1996,0,"98022",47.2091,-122.009,2420,8580 +"0142000165","20140507T000000",749950,4,2.75,2600,6050,"2",0,0,5,8,1960,640,1949,0,"98116",47.5656,-122.4,1990,6050 +"6145600410","20140711T000000",290000,2,1,840,3844,"1",0,0,4,6,840,0,1919,0,"98133",47.7048,-122.347,1040,3844 +"2599001500","20140712T000000",235000,3,1.75,1420,7920,"1",0,0,4,7,1420,0,1962,0,"98092",47.2931,-122.188,1420,7920 +"1721801010","20140903T000000",225000,3,1,1790,6120,"1",0,0,3,6,1790,0,1937,1964,"98146",47.508,-122.337,830,6120 +"1721801010","20150424T000000",302100,3,1,1790,6120,"1",0,0,3,6,1790,0,1937,1964,"98146",47.508,-122.337,830,6120 +"5101404491","20150212T000000",520000,2,1,1340,6380,"1",0,0,3,7,890,450,1939,0,"98115",47.697,-122.313,1380,6380 +"0326049111","20140626T000000",285000,2,1,1010,7200,"1",0,0,3,7,1010,0,1975,0,"98155",47.7651,-122.291,1890,9248 +"1785400300","20140821T000000",525000,3,2,1640,15258,"1",0,0,3,8,1640,0,1981,0,"98074",47.6301,-122.037,1640,16345 +"1310980580","20150319T000000",374900,5,2.75,2980,8500,"1",0,0,3,8,1540,1440,1982,0,"98032",47.3641,-122.278,2310,8500 +"6632300230","20141006T000000",377500,3,2,1370,7200,"1",0,0,3,7,1130,240,1926,1955,"98125",47.7329,-122.308,1300,7208 +"9324800650","20150427T000000",587450,3,2.25,2190,8775,"1.5",0,1,4,8,2190,0,1927,0,"98125",47.7303,-122.287,1910,8145 +"2188201010","20150121T000000",245000,3,2.25,1530,12000,"1",0,0,3,7,1070,460,1979,0,"98023",47.2715,-122.338,2140,13636 +"7137910360","20140729T000000",200000,3,2,1290,5757,"1",0,0,3,7,1290,0,1994,0,"98092",47.3175,-122.17,1580,6798 +"0125069038","20141125T000000",2.14e+006,4,3.75,5150,453895,"2",0,3,3,11,4360,790,1997,0,"98053",47.6795,-121.991,2500,215186 +"9465910150","20141109T000000",607000,3,2.5,2470,9226,"2",0,0,3,9,2470,0,1991,0,"98072",47.7439,-122.17,2820,11013 +"0724069023","20150414T000000",1.247e+006,1,1.25,1810,5070,"1.5",1,4,4,8,1230,580,1967,0,"98075",47.5814,-122.081,2280,5070 +"6600220150","20150310T000000",549950,4,2.5,2230,14694,"1",0,0,4,7,1180,1050,1981,0,"98074",47.6305,-122.034,1470,13458 +"7227800025","20141118T000000",250000,3,3,2300,7701,"1",0,0,3,7,2300,0,1960,0,"98056",47.5102,-122.18,1570,8116 +"3905040220","20140509T000000",525000,3,2.5,2030,6970,"2",0,0,4,8,2030,0,1991,0,"98029",47.5718,-121.999,2000,6140 +"5072300210","20140624T000000",440000,3,1.75,2000,9900,"1",0,2,4,8,1480,520,1957,0,"98166",47.4436,-122.339,2310,10200 +"0121039042","20150313T000000",425000,3,2.75,3610,107386,"1.5",1,3,3,8,3130,480,1918,1962,"98023",47.3351,-122.362,2630,42126 +"6705870120","20140701T000000",739900,5,2.5,3290,5029,"2",0,0,3,8,3290,0,2004,0,"98075",47.5773,-122.056,2990,6441 +"1109000040","20140528T000000",315000,3,2,1300,3731,"1",0,0,3,7,900,400,1993,0,"98118",47.5374,-122.27,1300,3731 +"9358001590","20150303T000000",340000,5,1,1880,3774,"1.5",0,0,3,6,1360,520,1917,0,"98126",47.566,-122.37,1420,2550 +"0705700580","20150501T000000",366000,4,2.75,2170,9743,"2",0,0,3,7,2170,0,1995,0,"98038",47.3814,-122.024,1670,7734 +"4343800100","20141021T000000",315000,3,1.75,1680,7250,"1",0,0,3,7,930,750,1952,0,"98133",47.7201,-122.35,1340,7250 +"3343900781","20141027T000000",299000,3,1.5,1190,9135,"1",0,0,4,7,1190,0,1959,0,"98056",47.5164,-122.189,1520,9146 +"1062100085","20141113T000000",350000,2,1,940,5000,"1",0,0,3,7,940,0,1950,0,"98155",47.7518,-122.279,1800,7400 +"6821101827","20141105T000000",340000,2,1.75,1010,1461,"1",0,0,3,7,670,340,2003,0,"98199",47.6515,-122.4,1500,2499 +"3901100015","20141230T000000",460000,3,1.75,1290,8580,"1",0,0,4,7,1290,0,1962,0,"98033",47.6707,-122.174,1840,8580 +"9500900110","20140731T000000",224000,3,1.5,1480,10588,"1",0,0,3,7,1480,0,1957,0,"98002",47.2872,-122.212,1370,10588 +"4006000401","20140811T000000",140000,2,1,900,6400,"1",0,0,2,6,900,0,1940,0,"98118",47.5287,-122.281,1350,6405 +"1218000025","20141013T000000",246000,4,2,1400,7632,"1.5",0,0,5,6,1400,0,1930,0,"98166",47.4625,-122.345,1400,7632 +"1875500040","20150127T000000",330000,3,2.5,2040,14071,"2",0,0,3,7,2040,0,1995,0,"98019",47.7278,-121.963,1890,14040 +"7955000210","20140709T000000",306000,3,1,1450,7200,"1",0,0,3,7,1010,440,1969,0,"98034",47.7311,-122.199,1500,6767 +"7568700175","20140604T000000",324950,3,1,1210,7440,"1",0,0,3,7,1210,0,1949,0,"98155",47.7402,-122.323,1120,7440 +"3410600100","20140613T000000",345000,2,1.5,1800,26615,"1",0,0,5,7,1240,560,1987,0,"98092",47.302,-122.123,2010,26337 +"0923049378","20140508T000000",207000,3,1,1490,8995,"1",0,0,4,7,1490,0,1954,0,"98168",47.4901,-122.303,1490,9000 +"0420000085","20140827T000000",238000,3,1,1240,5700,"1.5",0,0,5,6,1240,0,1953,0,"98056",47.4927,-122.169,1140,5700 +"2817210210","20150401T000000",695000,3,2,2632,18743,"2",0,3,3,10,2632,0,2000,0,"98070",47.3743,-122.421,1970,14171 +"2141340040","20140911T000000",649950,3,2.5,2150,15304,"2",0,0,4,9,2150,0,1979,0,"98006",47.5573,-122.136,2540,10507 +"0714000315","20150414T000000",515000,3,2.75,1710,9448,"1",0,0,3,7,1010,700,1947,0,"98105",47.6693,-122.267,1960,8951 +"0263000040","20141001T000000",452000,3,2.5,1530,5032,"2",0,0,3,7,1530,0,1998,0,"98103",47.6985,-122.349,1450,2136 +"1721801161","20141030T000000",236000,4,2.5,1630,3060,"2",0,0,3,7,1630,0,2003,0,"98146",47.5072,-122.336,1270,4590 +"4139490210","20140730T000000",1.285e+006,4,3.5,4080,14450,"2",0,2,3,12,3210,870,1998,0,"98006",47.5519,-122.106,4080,12114 +"6790900110","20140610T000000",563000,3,2.75,2340,16500,"1",0,0,4,8,1500,840,1972,0,"98075",47.5952,-122.051,2210,15251 +"1775800220","20150402T000000",410988,3,1.75,1000,14061,"1",0,0,4,7,1000,0,1967,0,"98072",47.7417,-122.093,1260,12635 +"2569500210","20141117T000000",339950,0,2.5,2290,8319,"2",0,0,3,8,2290,0,1985,0,"98042",47.3473,-122.151,2500,8751 +"4141000490","20141021T000000",1.2e+006,4,2.5,3180,13118,"2",0,0,4,11,3180,0,1986,0,"98040",47.5382,-122.23,3070,12861 +"8078100120","20150319T000000",340000,4,2.5,2170,19785,"2",0,0,3,8,2170,0,1992,0,"98031",47.4034,-122.167,2280,8616 +"3034200666","20141107T000000",808100,4,3.25,3020,13457,"1",0,0,5,9,3020,0,1956,0,"98133",47.7174,-122.336,2120,7553 +"8892900210","20140609T000000",236000,3,1.75,1330,6301,"1",0,0,3,7,1330,0,1998,0,"98002",47.3411,-122.219,1330,6144 +"7399000360","20150513T000000",330000,4,1.75,1720,8300,"1",0,0,4,8,1720,0,1965,0,"98055",47.4654,-122.194,1840,8300 +"3491300082","20150127T000000",799990,4,3.5,2540,5808,"2",0,0,5,8,1820,720,1910,1986,"98117",47.6857,-122.376,1520,5461 +"2310060040","20140925T000000",240000,0,2.5,1810,5669,"2",0,0,3,7,1810,0,2003,0,"98038",47.3493,-122.053,1810,5685 +"0323059146","20150417T000000",343000,3,1,1410,18600,"1",0,0,5,7,1410,0,1960,0,"98059",47.5031,-122.152,1610,24941 +"1079350090","20140617T000000",332000,3,2.5,1530,9406,"1",0,0,3,7,1270,260,1993,0,"98059",47.4852,-122.162,1700,7682 +"0098000740","20150401T000000",945000,5,3.5,4380,14925,"2",0,0,3,11,4380,0,2003,0,"98075",47.5848,-121.969,4310,14633 +"5126400150","20140617T000000",239950,3,1,1140,8366,"1",0,0,5,6,1140,0,1943,0,"98058",47.4768,-122.177,960,7200 +"8815400165","20150303T000000",674000,5,1.75,2110,5000,"1.5",0,0,4,7,1250,860,1946,0,"98115",47.6745,-122.287,1720,5000 +"0421000555","20140520T000000",200000,3,1,1050,5000,"1",0,0,4,6,1050,0,1967,0,"98056",47.4923,-122.165,1050,5200 +"0686300930","20150305T000000",453000,3,1.75,1600,7232,"1",0,0,3,8,1600,0,1966,0,"98008",47.6293,-122.121,1970,8120 +"2744600040","20140614T000000",330000,3,1.75,1430,8865,"1",0,0,3,7,1430,0,1950,0,"98125",47.7331,-122.299,1250,8154 +"3832070040","20150416T000000",285000,4,2.5,1996,4547,"2",0,0,3,7,1996,0,2009,0,"98042",47.3365,-122.051,2180,5127 +"7305300090","20141106T000000",338000,4,1.75,1530,8152,"1",0,0,5,6,910,620,1948,0,"98155",47.7557,-122.328,1310,8152 +"7452500730","20150424T000000",264950,2,1,1000,6000,"1",0,0,3,6,1000,0,1951,0,"98126",47.5208,-122.372,1250,6000 +"1824059079","20150311T000000",880000,4,2,2530,10800,"1",0,0,5,8,1350,1180,1954,0,"98040",47.5705,-122.225,2960,12150 +"3438503426","20150406T000000",209500,3,1.5,970,5488,"1",0,0,3,7,970,0,1976,0,"98106",47.5366,-122.359,1040,5488 +"8948500025","20150425T000000",380000,4,2.5,2400,9398,"1",0,0,4,7,1310,1090,1958,0,"98056",47.4952,-122.178,1330,8249 +"1722059021","20141217T000000",336500,3,2,1830,12891,"1",0,0,3,7,1830,0,1994,0,"98031",47.3924,-122.192,2320,8709 +"8899210090","20140714T000000",360000,3,2.25,2130,8466,"1",0,0,3,7,1290,840,1983,0,"98055",47.4537,-122.211,2250,9682 +"4019300155","20140821T000000",911100,4,3.25,3330,33826,"2",0,0,5,8,3330,0,1924,0,"98155",47.7596,-122.275,2580,28707 +"4364700165","20141124T000000",249900,2,1,560,7560,"1",0,0,3,6,560,0,1944,0,"98126",47.5271,-122.375,990,7560 +"0796000085","20140923T000000",175000,4,1,1210,6250,"1",0,0,3,7,1210,0,1962,0,"98168",47.5008,-122.333,1210,8291 +"7987401095","20141113T000000",549950,3,2.5,2380,2500,"3",0,3,3,9,2380,0,1988,0,"98126",47.5734,-122.375,2270,5000 +"1237500540","20141021T000000",225000,3,1.75,1370,10866,"1",0,0,4,6,1370,0,1945,0,"98052",47.6774,-122.164,1580,14250 +"1237500540","20141222T000000",270000,3,1.75,1370,10866,"1",0,0,4,6,1370,0,1945,0,"98052",47.6774,-122.164,1580,14250 +"3649100304","20140819T000000",400000,3,2.25,1740,11040,"2",0,0,3,8,1740,0,1980,0,"98028",47.7376,-122.242,1720,11778 +"0007400062","20140521T000000",299800,2,1,790,5240,"1",0,0,4,6,790,0,1925,0,"98118",47.5303,-122.288,1430,5320 +"6388910730","20140806T000000",555000,3,2.5,2480,8676,"2",0,0,4,8,2480,0,1989,0,"98056",47.53,-122.172,2540,9496 +"7882900120","20140507T000000",230000,3,2.5,1920,9180,"2",0,0,3,8,1920,0,1988,0,"98055",47.4818,-122.231,1930,7252 +"1865000040","20141210T000000",360000,4,2.5,2750,6259,"2",0,0,3,9,2750,0,2002,0,"98092",47.3304,-122.179,2810,6824 +"6821100246","20140903T000000",415000,2,1,880,3200,"1",0,0,3,7,880,0,1910,1970,"98199",47.6575,-122.402,1880,6000 +"8731981500","20140818T000000",355000,4,1.75,2160,8000,"1",0,0,4,9,1660,500,1976,0,"98023",47.3165,-122.382,2350,8200 +"6979910120","20150323T000000",635000,4,2.5,2570,27972,"2",0,0,3,8,2570,0,1997,0,"98053",47.6343,-121.969,2500,29761 +"2123700100","20141202T000000",353000,5,2.75,2130,5000,"1",0,0,5,7,1100,1030,1978,0,"98118",47.5271,-122.274,1340,6837 +"3425059141","20140528T000000",999000,7,4,3150,34830,"1",0,0,3,9,3150,0,1957,2005,"98007",47.6029,-122.147,2390,12054 +"3876600120","20150422T000000",265000,3,1.5,1780,10196,"1",0,0,4,7,1270,510,1967,0,"98001",47.3375,-122.291,1320,7875 +"4038000040","20150326T000000",250000,4,1.75,1910,8250,"1",0,0,4,7,1910,0,1959,0,"98008",47.6131,-122.123,1500,8250 +"6668900155","20140820T000000",225000,2,1,1170,7142,"1",0,0,3,7,1170,0,1951,0,"98155",47.7497,-122.313,1170,7615 +"8132700150","20140503T000000",553000,2,1,900,5000,"1",0,0,3,7,900,0,1944,0,"98117",47.6883,-122.395,1280,5000 +"4038800580","20140604T000000",565000,5,2.5,2650,11455,"1",0,0,3,7,1400,1250,1961,0,"98008",47.6141,-122.116,1960,9880 +"3331001910","20140818T000000",312000,2,1,1170,5150,"1",0,0,3,6,980,190,1907,0,"98118",47.5503,-122.283,1660,5150 +"2726079103","20140722T000000",475000,3,2.5,2630,185130,"2",0,0,3,9,2630,0,1991,0,"98014",47.7035,-121.894,2630,210394 +"7212651210","20141106T000000",320000,4,2.75,2150,9163,"1",0,0,3,8,1340,810,1992,0,"98003",47.266,-122.307,2260,7750 +"2026059119","20140825T000000",453000,3,2,1430,9583,"1",0,0,4,7,1430,0,1964,0,"98034",47.7206,-122.197,1890,11100 +"3330501120","20150325T000000",320000,3,1,960,6180,"1",0,0,4,6,960,0,1910,0,"98118",47.5518,-122.279,1250,4120 +"1250202324","20150122T000000",610000,4,2.75,2640,8400,"1",0,2,3,8,1440,1200,1947,0,"98144",47.5882,-122.29,2610,6000 +"3815500035","20140520T000000",385000,3,1.5,1490,9630,"1",0,0,4,8,1490,0,1959,0,"98028",47.7623,-122.256,1960,10469 +"5706600150","20140528T000000",215000,3,1.75,1210,8075,"1",0,0,4,6,1210,0,1983,0,"98001",47.2666,-122.254,1310,8025 +"8005100540","20140709T000000",215000,4,1.5,1860,5040,"1.5",0,0,5,8,1860,0,1920,0,"98022",47.2077,-121.993,1680,5800 +"0293720180","20141230T000000",415000,3,2.5,1980,4274,"2",0,0,3,7,1980,0,2003,0,"98028",47.7767,-122.239,2000,4394 +"5101405604","20140814T000000",350000,1,1,900,6380,"1",0,0,3,6,900,0,1947,0,"98125",47.7019,-122.311,1830,6380 +"5101405604","20150428T000000",395000,1,1,900,6380,"1",0,0,3,6,900,0,1947,0,"98125",47.7019,-122.311,1830,6380 +"2387000110","20141110T000000",898000,2,1.75,1490,9874,"1",0,0,4,7,1490,0,1963,0,"98004",47.6246,-122.199,2280,9869 +"7238000330","20141218T000000",480000,3,2.5,2980,7338,"2",0,0,3,8,2980,0,2006,0,"98055",47.437,-122.207,3010,5267 +"3879901295","20141110T000000",1.24e+006,3,2.5,2660,1973,"3",0,3,3,9,1870,790,2007,0,"98119",47.6264,-122.364,1640,1369 +"0326069131","20140611T000000",599000,4,2.5,2790,230868,"2",0,0,3,8,2790,0,1989,0,"98077",47.7647,-122.019,1590,217800 +"0629811340","20150508T000000",770000,4,3,2800,9127,"2",0,0,3,9,2800,0,1999,0,"98074",47.6123,-122.007,2780,8165 +"9808700650","20150313T000000",1.208e+006,3,2.25,1590,8520,"2",0,0,4,8,1590,0,1980,0,"98004",47.6477,-122.216,2470,12005 +"8964800755","20150116T000000",1.59e+006,4,2.25,3240,11131,"1",0,0,4,9,2080,1160,1953,0,"98004",47.6182,-122.215,2300,12150 +"1126059095","20140526T000000",880000,3,2,2130,35169,"1",0,0,4,8,2130,0,1989,0,"98072",47.7489,-122.123,2860,43560 +"1899400365","20140620T000000",332000,3,2,1510,7884,"1",0,0,3,6,1510,0,1942,2014,"98166",47.4683,-122.348,1050,7620 +"0259800410","20141106T000000",445000,3,1.75,1750,7200,"1",0,0,3,7,1750,0,1966,0,"98008",47.6289,-122.119,1810,7590 +"3523069047","20140825T000000",849000,4,2.75,4010,87555,"2",0,0,3,10,4010,0,2004,0,"98038",47.4299,-121.998,2451,209523 +"6852700476","20141211T000000",752000,4,1.5,1650,2970,"1.5",0,0,3,7,1650,0,1903,0,"98102",47.6233,-122.319,1670,2970 +"0424049043","20140811T000000",450000,9,7.5,4050,6504,"2",0,0,3,7,4050,0,1996,0,"98144",47.5923,-122.301,1448,3866 +"7646900360","20140918T000000",420000,3,1,1320,5500,"1",0,0,3,7,1320,0,1955,0,"98116",47.5705,-122.398,1480,5250 +"2991000220","20150317T000000",330000,4,2.5,2310,6320,"2",0,0,3,8,2310,0,1997,0,"98092",47.3287,-122.167,1850,6181 +"3034200366","20141203T000000",409000,3,1.75,1440,9065,"1",0,0,4,8,1440,0,1972,0,"98133",47.7163,-122.333,1990,8812 +"5127000410","20140627T000000",350000,5,1.75,2330,14322,"1",0,0,4,7,1180,1150,1968,0,"98059",47.4768,-122.155,1690,10010 +"2826079101","20150415T000000",570000,4,2.5,2430,44001,"1",0,0,3,8,2430,0,1994,0,"98019",47.7125,-121.916,2200,46924 +"3972900195","20140916T000000",315000,3,1,1390,8333,"1",0,0,3,7,1390,0,1982,0,"98155",47.7652,-122.31,1320,7090 +"8018600870","20141006T000000",224000,2,1,1150,15000,"1",0,0,3,6,1060,90,1930,2013,"98168",47.4935,-122.316,1350,15000 +"0257000038","20141006T000000",293550,4,1.75,2120,9706,"1",0,0,3,7,1370,750,1965,0,"98168",47.4939,-122.297,1730,11337 +"7981900110","20141003T000000",350000,4,2.75,2300,3175,"1.5",0,0,3,6,1340,960,1966,0,"98144",47.5732,-122.305,1260,3175 +"8965500880","20140916T000000",1.108e+006,4,2.5,3320,9380,"2",0,3,3,10,3320,0,1988,0,"98006",47.5655,-122.114,2870,11779 +"5253300437","20150319T000000",442500,4,2.5,2400,7092,"2",0,0,3,7,2400,0,1997,0,"98133",47.7522,-122.338,2350,8310 +"2523069172","20140804T000000",616500,3,2.5,3580,118047,"1",0,0,3,9,3240,340,1992,0,"98027",47.4453,-121.98,3240,123275 +"6388910360","20141119T000000",506400,3,2.5,2100,9040,"1",0,0,3,8,1700,400,1989,0,"98056",47.5329,-122.173,2430,8809 +"7326200110","20141222T000000",324000,3,2.25,1550,4411,"2",0,0,3,7,1550,0,2001,0,"98019",47.7373,-121.966,1620,4621 +"3701900085","20140805T000000",169000,3,1.5,1570,6450,"1.5",0,0,4,6,1570,0,1931,0,"98022",47.2021,-121.996,1400,6450 +"9376301520","20140529T000000",595000,3,2,1480,5000,"1",0,0,4,7,750,730,1928,0,"98117",47.6859,-122.37,1250,4000 +"2111000580","20140521T000000",299900,3,2.5,2720,6014,"2",0,0,3,7,2720,0,2002,0,"98092",47.3344,-122.174,2760,6537 +"8645510230","20140529T000000",332000,3,2.25,2270,8876,"1",0,0,3,7,1380,890,1977,0,"98058",47.4653,-122.176,2150,7455 +"6204410330","20141020T000000",432000,4,1.75,2410,8400,"1",0,0,3,7,1600,810,1978,0,"98011",47.7341,-122.2,1850,8400 +"8159300040","20141002T000000",510000,4,2.75,2730,9112,"1",0,2,3,9,1740,990,1996,0,"98198",47.4005,-122.312,3050,10454 +"8091410530","20150501T000000",270000,3,2.5,1540,7739,"2",0,0,4,7,1540,0,1986,0,"98030",47.3511,-122.169,1720,7200 +"8653600100","20150330T000000",750000,5,2.5,3120,15593,"2",0,4,3,11,3120,0,1986,0,"98074",47.6142,-122.065,3390,17003 +"9550202730","20141014T000000",509250,2,1.5,1480,3120,"1",0,0,3,7,930,550,1914,2007,"98105",47.6684,-122.323,1000,3780 +"8651410740","20150219T000000",189000,3,1,860,5200,"1",0,0,5,6,860,0,1969,0,"98042",47.3677,-122.078,1010,5200 +"0225039177","20141208T000000",726500,4,2.5,2180,3893,"2",0,0,3,8,2180,0,1999,0,"98117",47.6886,-122.388,1710,4550 +"6082400191","20140619T000000",287000,3,2,1300,11374,"1.5",0,0,5,7,1300,0,1933,0,"98168",47.4839,-122.302,1480,9670 +"3622069095","20140917T000000",679000,4,3.5,3420,49223,"2",0,0,3,9,3420,0,2004,0,"98010",47.3534,-121.992,3580,49223 +"6666860210","20140602T000000",316000,3,2.25,2130,8721,"1",0,0,3,8,1570,560,1987,0,"98031",47.4202,-122.204,2130,9477 +"8161000230","20150427T000000",498000,4,2.5,2300,22445,"2",0,0,4,8,2300,0,1992,0,"98014",47.6454,-121.902,2640,21886 +"7214820610","20141007T000000",448000,4,1.75,2560,8270,"1",0,0,3,7,1480,1080,1979,0,"98072",47.7572,-122.147,2320,8450 +"0434000040","20140527T000000",535000,2,1,1040,5527,"1",0,0,3,7,1040,0,1951,0,"98115",47.6774,-122.284,2080,7020 +"8914200220","20150116T000000",560000,4,3,3080,9601,"2",0,1,3,10,3080,0,1990,0,"98003",47.334,-122.332,3200,9375 +"6072760210","20141002T000000",437850,4,2.25,2670,14255,"1",0,0,4,8,1610,1060,1975,0,"98006",47.5623,-122.175,2470,10290 +"9485950040","20140606T000000",435000,4,2.75,3270,50994,"2",0,0,4,8,2720,550,1983,0,"98042",47.347,-122.087,2780,36036 +"4027700456","20140619T000000",510000,4,2.5,2610,8031,"2",0,0,3,8,2610,0,1998,0,"98155",47.7717,-122.27,2320,8031 +"1023059365","20140506T000000",520000,3,2.5,2460,54885,"2",0,0,4,8,2460,0,1980,0,"98059",47.4996,-122.146,2770,21407 +"8944600620","20140703T000000",509000,2,1.5,1930,3521,"2",0,0,3,8,1930,0,1989,0,"98007",47.6092,-122.146,1840,3576 +"2997800090","20150406T000000",575000,3,1,1220,5652,"1",0,0,3,6,1220,0,1905,0,"98116",47.5767,-122.408,1490,2467 +"2787700150","20150422T000000",365000,4,2.5,2030,7210,"1",0,0,5,7,1330,700,1969,0,"98059",47.5067,-122.16,1980,7560 +"4055701110","20140612T000000",795000,3,2,2420,17859,"1",0,1,5,9,1500,920,1979,0,"98034",47.7074,-122.246,2955,17859 +"2517000790","20140611T000000",285000,3,2.5,1870,4060,"2",0,0,3,7,1870,0,2005,0,"98042",47.3986,-122.163,2190,4060 +"2125059124","20140602T000000",955000,3,2.25,3020,43560,"2",0,0,3,10,2720,300,1969,0,"98005",47.6456,-122.173,3910,43560 +"7284900405","20140714T000000",775000,4,2.5,2880,8400,"2",0,4,3,8,2050,830,1955,1987,"98177",47.7704,-122.386,2880,7440 +"3937900120","20141006T000000",400000,4,3,1810,5012,"2",0,0,4,7,1810,0,1997,0,"98108",47.5691,-122.292,1670,5161 +"0200520120","20140701T000000",570000,4,2.5,2590,8483,"2",0,0,3,9,2590,0,1991,0,"98011",47.738,-122.221,2660,8717 +"7203220360","20141020T000000",955990,5,3.25,3830,6507,"2",0,0,3,9,3830,0,2014,0,"98053",47.6843,-122.016,3950,6723 +"3425059219","20140929T000000",1.15e+006,3,2.25,3250,34848,"1",0,0,3,10,2260,990,2006,0,"98005",47.6077,-122.158,2770,21512 +"5469502170","20150414T000000",459950,4,2,2760,21465,"1",0,0,4,9,2120,640,1979,0,"98042",47.3818,-122.165,2550,13144 +"6303401395","20150219T000000",245000,2,1.75,1220,8382,"1",0,0,3,6,1220,0,1942,0,"98146",47.5033,-122.359,1100,8382 +"8822901301","20140908T000000",281000,3,1.5,1280,974,"3",0,0,3,7,1280,0,2003,0,"98125",47.7162,-122.293,1420,1422 +"6730700385","20141022T000000",205000,3,0.75,770,7000,"1",0,0,3,4,770,0,1942,0,"98024",47.5661,-121.887,950,10500 +"4396000530","20140611T000000",290000,3,1.75,1520,15090,"1",0,0,4,7,1520,0,1968,0,"98038",47.398,-121.964,1580,18618 +"4077800590","20150226T000000",635000,4,2.5,2080,11176,"1",0,0,5,8,2080,0,1954,0,"98125",47.7107,-122.289,1390,7928 +"2461900845","20140903T000000",310000,1,1,570,6000,"1",0,0,2,5,570,0,1918,0,"98136",47.5517,-122.385,1530,6000 +"5366200330","20150114T000000",470000,4,2,1500,3659,"1",0,0,3,7,830,670,1906,0,"98122",47.6088,-122.293,1560,3706 +"6899990230","20140701T000000",600000,2,2.5,2510,14878,"2",0,0,3,10,2510,0,1990,0,"98011",47.7525,-122.205,3080,13594 +"7950700120","20141217T000000",279000,4,2,1980,10051,"1",0,0,3,7,1980,0,1969,2003,"98092",47.3231,-122.103,1520,10125 +"7852090180","20140804T000000",538500,3,3.5,2500,4270,"2",0,0,3,8,2500,0,2000,0,"98065",47.536,-121.877,2420,4205 +"3066410850","20140709T000000",594950,4,2.5,2720,10006,"2",0,0,3,9,2720,0,1989,0,"98074",47.6295,-122.042,2720,10759 +"2422059015","20140808T000000",533050,2,1,910,295772,"1",0,0,3,5,910,0,1953,0,"98042",47.3752,-122.11,2050,48351 +"7436500360","20140606T000000",510000,3,1.75,1480,7040,"1",0,0,3,7,1480,0,1974,0,"98033",47.6723,-122.169,2040,7810 +"0984210590","20140929T000000",360000,4,2.25,2470,8686,"1",0,0,4,7,1270,1200,1974,0,"98058",47.4371,-122.166,1900,7350 +"8024202350","20140721T000000",435000,2,1,1650,5106,"1",0,0,3,7,1090,560,1960,0,"98115",47.6992,-122.309,1300,6947 +"6392002020","20150324T000000",559000,3,1.75,1700,6500,"1",0,0,3,8,1700,0,1967,0,"98115",47.6837,-122.284,1880,6000 +"6398000191","20140827T000000",645000,2,1.5,1995,115670,"1.5",0,1,4,8,1995,0,1991,0,"98070",47.4022,-122.464,2142,29375 +"3904100065","20141028T000000",340000,2,1,1280,9690,"1",0,0,4,6,640,640,1919,0,"98118",47.5341,-122.279,1630,15884 +"5535600150","20150312T000000",565000,4,2.5,2980,10459,"2",0,0,3,9,2980,0,2001,0,"98019",47.7354,-121.974,2920,7700 +"8024200820","20150213T000000",575700,3,1.75,1730,6130,"1",0,0,3,7,1480,250,1941,0,"98115",47.6978,-122.316,1730,6131 +"9301300215","20140617T000000",1.01e+006,3,3.25,2420,1923,"2",0,2,3,10,1840,580,2006,0,"98109",47.637,-122.341,1840,2890 +"1122069006","20140710T000000",540500,3,2,2800,185130,"1",0,0,3,8,2320,480,1996,0,"98038",47.4133,-122.006,2200,72055 +"5379801972","20140818T000000",265000,5,4,1400,8580,"1",0,0,5,7,900,500,1954,0,"98188",47.456,-122.292,1220,8832 +"4077800088","20140811T000000",699950,4,2,2070,7830,"1",0,1,5,7,1180,890,1941,0,"98125",47.7058,-122.278,2390,7830 +"1823069059","20140611T000000",355000,1,1.75,750,20339,"1",0,0,4,4,550,200,1946,0,"98059",47.4756,-122.09,2020,23958 +"7979900215","20140611T000000",381000,3,1.5,1460,11407,"1",0,0,3,7,1460,0,1954,0,"98155",47.746,-122.294,1470,11407 +"5101404444","20150414T000000",564000,5,2.25,2140,8700,"1",0,2,3,8,1220,920,1962,0,"98115",47.6969,-122.31,1720,6670 +"0892000025","20140710T000000",114975,2,1,740,6250,"1",0,0,3,6,740,0,1942,0,"98146",47.506,-122.335,980,6957 +"6303400395","20150130T000000",325000,1,0.75,410,8636,"1",0,0,2,4,410,0,1953,0,"98146",47.5077,-122.357,1190,8636 +"2320069189","20141027T000000",299990,2,1,1570,125452,"1",0,3,4,7,1570,0,1953,0,"98022",47.2077,-122.016,1660,46119 +"2568200610","20150513T000000",751000,5,2.75,2860,5280,"2",0,0,3,9,2860,0,2006,0,"98052",47.707,-122.102,3150,6442 +"6073230230","20141231T000000",425000,3,2.25,1400,6970,"2",0,0,3,8,1400,0,1984,0,"98006",47.542,-122.184,1800,8140 +"1024049006","20150114T000000",665000,3,1.75,2700,5040,"1",0,2,3,8,1560,1140,1947,0,"98144",47.5834,-122.29,3010,5000 +"0823069044","20150325T000000",833450,5,4,4460,269345,"2",0,4,3,9,3330,1130,1996,0,"98027",47.4992,-122.06,2670,115434 +"2926049086","20141028T000000",575000,7,1.5,2670,11250,"1.5",0,0,4,8,2320,350,1948,0,"98133",47.7121,-122.332,2030,9000 +"5127001320","20141125T000000",190000,3,1.75,1520,9600,"1",0,0,4,7,1520,0,1967,0,"98059",47.473,-122.149,1590,10183 +"5127001320","20150223T000000",314950,3,1.75,1520,9600,"1",0,0,4,7,1520,0,1967,0,"98059",47.473,-122.149,1590,10183 +"1994200375","20141203T000000",601150,2,2,1660,5200,"1",0,0,5,7,1120,540,1906,0,"98103",47.6871,-122.334,1260,5160 +"7100000035","20141212T000000",315000,2,1,860,8308,"1",0,0,3,7,860,0,1948,0,"98146",47.508,-122.378,1200,8308 +"6329000705","20150402T000000",545000,2,1.5,2340,13380,"1",0,0,4,7,1280,1060,1954,0,"98146",47.5017,-122.377,1490,8100 +"7524950870","20140519T000000",565000,4,2.25,2110,10698,"2",0,0,4,8,2110,0,1979,0,"98027",47.5614,-122.082,2220,8252 +"9564800145","20140506T000000",175000,3,1,1010,7034,"1",0,0,3,7,1010,0,1954,0,"98055",47.49,-122.22,1440,10994 +"2077700042","20140626T000000",530000,3,2,2330,26571,"2.5",0,0,3,8,2330,0,1987,0,"98005",47.6009,-122.158,2030,20037 +"3835500195","20140618T000000",4.489e+006,4,3,6430,27517,"2",0,0,3,12,6430,0,2001,0,"98004",47.6208,-122.219,3720,14592 +"0259000100","20141007T000000",430000,3,1.75,1610,7900,"1",0,0,4,8,1310,300,1960,0,"98177",47.7588,-122.36,2210,7700 +"1796360870","20141030T000000",225000,3,1.75,1460,8372,"1",0,0,4,7,1460,0,1981,0,"98042",47.3683,-122.087,1220,7803 +"0923049440","20140717T000000",312000,5,4,2900,9779,"2",0,0,4,7,1950,950,1937,0,"98168",47.5003,-122.306,1360,8000 +"9144100298","20150302T000000",380000,3,1,1260,7980,"1",0,0,3,7,1260,0,1951,0,"98177",47.7013,-122.373,1760,7606 +"3223049158","20150417T000000",222200,2,1,1210,10000,"1",0,0,3,7,1210,0,1953,0,"98148",47.4402,-122.333,1620,10959 +"5456000025","20141201T000000",1.43889e+006,5,3.5,3420,8000,"2",0,0,3,10,3420,0,2006,0,"98040",47.5736,-122.212,1900,8000 +"3558000120","20140702T000000",329950,4,2.5,2120,4558,"2",0,0,3,7,2120,0,2002,0,"98038",47.3795,-122.022,2370,5506 +"6133100120","20140923T000000",995000,3,2.5,2460,10300,"1",0,0,3,10,2460,0,1992,0,"98117",47.6999,-122.391,2410,5250 +"5608000590","20140714T000000",929950,3,3.5,3790,10829,"2",0,0,3,11,3790,0,1993,0,"98027",47.5525,-122.098,3620,10989 +"8651480090","20150327T000000",692000,4,2.5,2350,9779,"1",0,0,3,10,2350,0,1987,0,"98074",47.6411,-122.065,2700,10441 +"2768301490","20140626T000000",402000,2,1,620,2475,"1",0,0,5,6,620,0,1911,0,"98107",47.6655,-122.371,1290,2475 +"3325069060","20140912T000000",510000,3,1.75,1920,43560,"1",0,0,4,7,1340,580,1962,0,"98074",47.6052,-122.044,2540,58806 +"8802400411","20140619T000000",249000,3,1,1050,8498,"1",0,0,4,7,1050,0,1959,0,"98031",47.4043,-122.202,1050,8498 +"2953000090","20141202T000000",244900,3,1.5,1360,9980,"1",0,0,4,7,1360,0,1966,0,"98031",47.4143,-122.206,1360,9750 +"7657600025","20150219T000000",289900,3,1,1180,7068,"1",0,0,3,6,1180,0,1944,0,"98178",47.4947,-122.238,1180,7068 +"8118600025","20150331T000000",552500,4,1,1560,7980,"1",0,0,4,7,1170,390,1939,0,"98146",47.5093,-122.387,1570,7980 +"0326069118","20140630T000000",760000,4,2.5,3300,165528,"2",0,0,3,8,3300,0,1984,0,"98077",47.7657,-122.028,3030,144696 +"2902200838","20141027T000000",440000,2,2.75,1100,1088,"2",0,0,3,7,750,350,2006,0,"98102",47.6405,-122.324,2090,4125 +"0798000062","20140801T000000",286000,3,1.75,1770,9000,"1",0,0,3,7,1090,680,1954,0,"98168",47.4997,-122.326,1520,21141 +"3298700941","20140905T000000",260000,3,1,1200,4592,"1",0,0,3,6,800,400,1950,0,"98106",47.519,-122.352,940,4440 +"0114100155","20140627T000000",355000,2,2.25,1330,10838,"2",0,0,3,8,1330,0,1985,0,"98028",47.7689,-122.241,1390,10310 +"5151600360","20150130T000000",318000,3,1.75,1570,12506,"1",0,0,4,8,1570,0,1959,0,"98003",47.3365,-122.319,2120,13243 +"0523049106","20140826T000000",255000,2,1,1610,19965,"1",0,0,3,7,1610,0,1952,0,"98168",47.5095,-122.313,2100,28400 +"3751600025","20140514T000000",139000,3,1,1100,17334,"1",0,0,3,7,1100,0,1978,0,"98001",47.3003,-122.27,1530,18694 +"6918730230","20150401T000000",485000,4,2.25,1810,7068,"2",0,0,5,7,1810,0,1976,0,"98034",47.7319,-122.204,1460,7274 +"3226079059","20141019T000000",549950,3,1.75,2930,266587,"2",0,0,3,8,2440,490,1995,0,"98014",47.6991,-121.947,2700,438213 +"9521100880","20140916T000000",588000,3,1.5,1780,4200,"1.5",0,0,4,8,1780,0,1916,0,"98103",47.662,-122.349,1380,3333 +"0425049146","20140715T000000",975000,3,2.5,3050,7410,"1.5",0,0,5,8,1950,1100,1950,0,"98115",47.6772,-122.296,1890,5814 +"3630010040","20140523T000000",402000,3,2,1540,1827,"2",0,0,3,8,1540,0,2005,0,"98029",47.5479,-121.998,1540,1827 +"6620400025","20150501T000000",245000,3,1,1380,9875,"1",0,0,3,7,1380,0,1959,0,"98168",47.5131,-122.334,1200,6250 +"8886000021","20140616T000000",445000,3,1.75,1890,32340,"1.5",0,3,3,8,1890,0,1976,0,"98070",47.4137,-122.439,1890,40180 +"0766800090","20140525T000000",195000,3,1.75,1570,8459,"1",0,0,3,7,1570,0,1991,0,"98022",47.2016,-122.006,1650,8844 +"4022900571","20150112T000000",385000,5,2,2540,11750,"1",0,0,3,7,1480,1060,1962,0,"98155",47.7754,-122.291,2000,12000 +"2206700165","20140716T000000",450000,3,1.5,1520,7903,"1",0,0,4,7,1000,520,1955,0,"98006",47.5659,-122.141,1520,9830 +"4151800530","20141028T000000",1.09e+006,4,2.5,2780,6837,"2",0,0,3,9,2780,0,2004,0,"98033",47.666,-122.201,1160,6837 +"8122600195","20140520T000000",396675,2,1,1730,6375,"2",0,0,4,6,1730,0,1945,0,"98126",47.5357,-122.368,1180,6250 +"5379805160","20141002T000000",242000,5,2.25,2340,7494,"1",0,0,3,7,1170,1170,1951,0,"98188",47.448,-122.28,1650,10125 +"0323089095","20141031T000000",380000,3,1.75,1300,12378,"1",0,0,4,6,1300,0,1943,0,"98045",47.4996,-121.778,1300,11596 +"0009000025","20141203T000000",496000,2,1,1420,4635,"2",0,0,4,7,1420,0,1941,1973,"98115",47.68,-122.304,1810,4635 +"8835200330","20141208T000000",399950,3,2.5,1470,4488,"2",0,0,5,7,1470,0,1980,0,"98034",47.723,-122.162,1400,4441 +"1239400064","20150304T000000",895000,4,2.5,2850,8526,"2",0,0,3,9,2850,0,1998,0,"98033",47.6747,-122.191,2440,7072 +"2719100115","20141104T000000",690000,3,2,2360,6149,"2",0,3,3,8,1560,800,1926,1989,"98136",47.5433,-122.384,2000,6149 +"5589300361","20140902T000000",270000,3,1.5,1610,8375,"2",0,0,3,7,1610,0,1927,0,"98155",47.7527,-122.306,1610,9107 +"2523069146","20140623T000000",349900,3,2,2420,38781,"1",0,0,5,7,1210,1210,1949,0,"98027",47.4511,-121.976,2650,88426 +"3630020090","20150504T000000",454280,3,2.5,1470,1741,"2",0,0,3,8,1170,300,2004,0,"98029",47.5464,-121.999,1470,1583 +"1775700011","20150512T000000",390000,3,2.5,1410,26375,"1",0,0,3,6,1410,0,1992,0,"98077",47.7432,-122.076,1410,12474 +"9264921110","20150115T000000",275000,3,1.75,1840,14005,"1",0,0,3,8,1840,0,1983,0,"98023",47.3124,-122.345,2170,7992 +"6837820330","20150429T000000",300000,4,2.5,2450,8932,"2",0,0,3,8,2450,0,1990,0,"98023",47.3093,-122.345,2410,8775 +"6822100750","20150508T000000",700000,3,1.75,1500,6000,"1",0,0,5,7,850,650,1940,0,"98199",47.6474,-122.402,1700,6000 +"6769200040","20141218T000000",520000,3,1.75,2080,6609,"1",0,0,3,7,1280,800,1950,0,"98115",47.6883,-122.3,1680,6270 +"1668500090","20150402T000000",715000,3,2.5,2770,39529,"2",0,0,3,9,2770,0,1987,0,"98053",47.6495,-122.042,3010,35435 +"5104530220","20150420T000000",404000,3,2.5,2370,4324,"2",0,0,3,8,2370,0,2006,0,"98038",47.3515,-121.999,2370,4348 +"0726059048","20140926T000000",490500,3,2,3000,21883,"2",0,0,3,7,1970,1030,1998,0,"98011",47.7599,-122.214,2280,14025 +"8835401250","20150506T000000",1.485e+006,6,2.75,4430,6440,"2",0,3,3,10,2680,1750,1964,2015,"98118",47.5462,-122.265,3530,7314 +"6821100090","20150409T000000",557800,4,1.75,1550,6000,"1",0,0,5,7,1550,0,1944,0,"98199",47.6567,-122.399,1550,6000 +"5072400100","20150413T000000",571000,4,2.25,2290,9900,"1",0,2,4,8,1550,740,1959,0,"98166",47.4434,-122.343,2320,9900 +"2781200090","20140708T000000",410000,4,2.5,2560,4020,"2",0,0,3,9,2560,0,2006,0,"98038",47.3533,-122.027,3010,4916 +"4006000580","20150313T000000",225000,3,1.5,1240,5506,"1",0,0,4,7,1240,0,1971,0,"98118",47.5294,-122.285,1670,5589 +"3825310530","20140716T000000",700000,4,2.5,2590,4498,"2",0,0,3,9,2590,0,2004,0,"98052",47.7047,-122.128,2660,5238 +"3797000745","20150209T000000",500000,3,1,1370,3500,"1.5",0,0,3,7,1370,0,1905,1985,"98103",47.6857,-122.348,1590,4500 +"7550801207","20150428T000000",536500,2,2,1360,1860,"1",0,0,4,7,680,680,1925,0,"98107",47.6727,-122.396,1440,5000 +"2468800040","20150410T000000",330000,3,2.5,2060,25046,"1",0,0,4,8,1600,460,1980,0,"98022",47.184,-121.959,2050,21255 +"8092700230","20150211T000000",249950,3,1.75,1120,15210,"1",0,0,5,7,1120,0,1976,0,"98042",47.3659,-122.113,1710,8470 +"4435000490","20141015T000000",249000,4,1.75,1630,8410,"1.5",0,0,5,7,1630,0,1943,0,"98188",47.4538,-122.288,1390,8410 +"3686900025","20150408T000000",249000,3,1.75,1590,7535,"1.5",0,0,5,6,1590,0,1909,0,"98032",47.3769,-122.234,1110,6000 +"2450500110","20140508T000000",780000,4,1.75,2480,9195,"1",0,0,3,7,1390,1090,1950,0,"98004",47.584,-122.195,2440,9195 +"1257200315","20140705T000000",1.2e+006,4,2.5,2700,4275,"2",0,0,3,9,2700,0,2004,0,"98115",47.6725,-122.327,1810,4500 +"3876312370","20140915T000000",434500,3,1.75,1930,7210,"1",0,0,3,7,1110,820,1975,0,"98072",47.735,-122.174,1870,7877 +"2821079081","20141010T000000",590000,4,2,2490,339332,"1",0,0,3,8,2490,0,2002,0,"98022",47.2725,-121.929,1910,129373 +"7550800915","20150219T000000",417200,2,1,1000,4000,"1",0,0,3,6,1000,0,1910,0,"98107",47.6742,-122.396,1490,5000 +"7504010750","20140924T000000",649990,4,2.25,2130,11900,"2",0,0,3,9,2130,0,1976,0,"98074",47.6408,-122.058,2590,11900 +"1175000110","20141202T000000",506000,2,1,1060,3588,"1",0,0,4,7,960,100,1926,0,"98107",47.6721,-122.395,1570,3741 +"9320990090","20150421T000000",348000,3,2.5,1730,4004,"2",0,0,3,7,1730,0,1999,0,"98148",47.4317,-122.328,1730,5523 +"3791400100","20140728T000000",301000,4,2.5,2810,6146,"2",0,0,3,9,2810,0,1998,0,"98031",47.4045,-122.208,2810,6180 +"6021503885","20140708T000000",427550,2,1,880,4000,"1",0,0,3,7,880,0,1940,0,"98117",47.6848,-122.386,1150,4000 +"7979900552","20150501T000000",361000,3,1,1040,6720,"1.5",0,0,3,7,1040,0,1951,0,"98155",47.7444,-122.294,1880,11407 +"5101405340","20140821T000000",460000,2,2.5,1830,8107,"1",0,0,5,7,930,900,1946,0,"98125",47.701,-122.305,1260,6960 +"5016003146","20140710T000000",958000,4,3.5,1800,6400,"2",0,2,3,8,1800,0,1984,2011,"98112",47.625,-122.3,1700,4736 +"2734100065","20140612T000000",445000,5,1.75,2460,6846,"1.5",0,0,5,7,1340,1120,1911,0,"98108",47.5445,-122.321,1410,4800 +"8029650040","20140519T000000",373000,3,2.5,1670,3565,"2",0,0,3,7,1670,0,1999,0,"98072",47.7623,-122.161,1510,3770 +"6204410150","20150414T000000",525000,4,2.25,2660,7957,"1",0,0,4,8,1750,910,1977,0,"98011",47.7351,-122.199,1890,8250 +"0662310620","20140826T000000",364988,3,2.5,2850,12593,"2",0,0,3,9,2850,0,1997,0,"98023",47.2848,-122.345,2850,9435 +"0924000040","20140814T000000",324000,2,1,820,8370,"1",0,0,4,7,820,0,1941,0,"98177",47.7256,-122.361,1410,8370 +"3333500096","20150305T000000",625000,4,3,2350,5627,"1",0,0,5,8,1490,860,1960,0,"98118",47.5514,-122.268,2020,5627 +"0349400100","20140908T000000",237500,3,1.75,1480,7830,"1",0,0,3,7,1480,0,1980,0,"98022",47.1967,-121.998,1130,7553 +"3876000970","20140806T000000",429300,6,2.25,2930,15949,"1",0,0,4,8,1730,1200,1965,0,"98034",47.7188,-122.185,1730,8550 +"7883603425","20140529T000000",155000,3,1,1250,6250,"1",0,0,2,7,1030,220,1949,0,"98108",47.5292,-122.323,1130,6250 +"0923000580","20150223T000000",614000,4,2.75,2760,8160,"1.5",0,2,4,8,1780,980,1940,0,"98177",47.7248,-122.365,2720,8160 +"6635000110","20150331T000000",650000,3,2.5,2380,3332,"2",0,0,3,9,2380,0,2014,0,"98034",47.7194,-122.199,2590,4382 +"7000100775","20140721T000000",625000,3,2,1730,12219,"1",0,0,4,7,1730,0,1986,0,"98004",47.5825,-122.189,2470,13594 +"6383000690","20150325T000000",587100,3,2.25,1670,6414,"1",0,0,4,8,1670,0,1961,0,"98117",47.6921,-122.386,2130,7035 +"9113600210","20140617T000000",380000,4,2.5,2150,37647,"2",0,0,3,8,2150,0,1991,0,"98042",47.3117,-122.083,2410,42193 +"5249804760","20150505T000000",479500,2,1,930,5760,"1",0,0,3,6,730,200,1917,0,"98118",47.5598,-122.266,1970,5760 +"3364900156","20150317T000000",382888,1,1,620,2380,"1",0,0,3,6,620,0,1900,0,"98115",47.6746,-122.326,980,3570 +"0117000001","20140527T000000",540000,4,4.25,1960,3565,"2",0,0,3,7,1960,0,1940,2003,"98116",47.5849,-122.384,1920,5750 +"7555200230","20140521T000000",691000,4,2.75,2550,8632,"1",0,0,3,8,1700,850,1972,0,"98033",47.6477,-122.197,2550,9534 +"9178600360","20140604T000000",760500,3,2,1990,3990,"1",0,0,5,7,1130,860,1912,0,"98103",47.6572,-122.333,1710,4000 +"7853301570","20150430T000000",685000,4,2.5,3550,10968,"2",0,0,3,9,3550,0,2006,0,"98065",47.5431,-121.886,3550,8583 +"5066400564","20140929T000000",199129,3,1,860,33664,"1",0,0,4,6,860,0,1955,0,"98001",47.295,-122.275,1290,18287 +"9264950600","20140724T000000",335000,3,3,2031,7702,"2",0,0,3,9,2031,0,1988,0,"98023",47.3058,-122.348,2390,7700 +"4010800110","20140609T000000",305100,3,2,1590,35988,"1",0,0,4,8,1590,0,1974,0,"98058",47.4365,-122.106,2780,23789 +"1546600120","20150325T000000",830000,4,2.25,3010,12202,"1",0,0,4,9,3010,0,1959,0,"98005",47.6387,-122.174,2480,10143 +"4139440100","20150128T000000",810000,3,2.5,2610,8481,"2",0,0,3,10,2610,0,1993,0,"98006",47.5535,-122.115,3140,10008 +"1939050110","20150113T000000",500000,3,2.25,1440,15661,"1",0,0,3,8,1180,260,1988,0,"98074",47.6225,-122.038,1440,13963 +"6126601445","20140530T000000",490000,3,1.75,1920,5405,"1",0,2,4,7,960,960,1947,0,"98126",47.5583,-122.38,1190,5405 +"9274200620","20141028T000000",490000,2,1.75,1670,4200,"2",0,0,3,7,1670,0,1912,0,"98116",47.5862,-122.387,1340,2875 +"2868300061","20140918T000000",272000,4,1.75,1390,10660,"1",0,0,4,7,1030,360,1960,0,"98198",47.4128,-122.323,1800,11960 +"3831200210","20140910T000000",280000,3,2.25,2140,7200,"2",0,0,4,7,2140,0,1979,0,"98031",47.3913,-122.191,1890,7455 +"7301300150","20140625T000000",233000,3,1,1250,6180,"1.5",0,0,3,7,1250,0,1955,0,"98155",47.7474,-122.327,1490,6180 +"3368900084","20140623T000000",275000,3,1,1080,6000,"1",0,0,4,7,1080,0,1952,0,"98133",47.7579,-122.33,1200,7210 +"8856500220","20140728T000000",375000,3,3.25,2760,6420,"2",0,2,3,9,2110,650,1991,0,"98031",47.3895,-122.221,2030,7725 +"9527310110","20140826T000000",445000,3,2.75,2180,3703,"2",0,0,3,8,2180,0,2004,0,"98011",47.776,-122.169,2190,3963 +"2767604712","20140919T000000",437500,3,2.5,1260,1125,"3",0,0,3,8,1260,0,2002,0,"98107",47.6706,-122.381,1360,1250 +"3336001515","20150511T000000",426250,4,1,1610,6000,"1.5",0,0,4,7,1510,100,1905,0,"98118",47.5261,-122.266,1430,6000 +"5103900015","20140626T000000",358000,3,1.5,2450,12497,"1",0,0,4,7,2450,0,1967,0,"98065",47.5317,-121.834,1560,11700 +"1025069255","20141023T000000",1.175e+006,4,3.5,4150,49503,"2",0,0,3,11,4150,0,2003,0,"98053",47.6746,-122.018,3330,60137 +"2724069010","20150430T000000",305000,2,1,960,8276,"1",0,0,3,5,960,0,1939,0,"98027",47.5322,-122.033,1620,6000 +"8682262170","20140530T000000",415000,2,1.75,1340,4664,"1",0,0,3,8,1340,0,2004,0,"98053",47.7182,-122.034,1350,4236 +"1773100755","20140821T000000",520000,11,3,3000,4960,"2",0,0,3,7,2400,600,1918,1999,"98106",47.556,-122.363,1420,4960 +"8691390770","20141013T000000",733000,4,3.5,3080,5974,"2",0,0,3,9,3080,0,2003,0,"98075",47.6007,-121.974,2950,5425 +"7771300085","20150309T000000",411500,3,1,1130,8159,"1",0,0,4,7,1130,0,1954,0,"98133",47.7362,-122.333,1570,8162 +"9194101388","20140919T000000",540000,3,1.75,2280,16671,"1.5",0,0,4,6,1760,520,1909,0,"98034",47.7096,-122.219,1850,9351 +"7633400110","20150224T000000",270500,3,1.5,1952,8613,"1",0,0,4,7,1652,300,1960,0,"98032",47.3715,-122.29,1400,8712 +"2767704302","20150410T000000",422250,2,1.5,1280,1256,"2",0,0,3,8,1200,80,1998,0,"98107",47.6741,-122.375,1390,1256 +"8562970040","20140516T000000",655000,5,3.25,3690,12353,"2",0,0,5,9,3690,0,1977,0,"98155",47.7672,-122.292,2290,9082 +"8562720410","20140807T000000",1.2e+006,5,3.25,4610,10576,"2",0,3,3,11,3310,1300,2006,0,"98027",47.5373,-122.07,4042,8321 +"0120069059","20140804T000000",550000,3,2.5,2920,169448,"2.5",0,0,3,9,2920,0,1990,0,"98022",47.2492,-121.975,2360,326097 +"9828702513","20140506T000000",460000,2,2.25,1230,929,"2",0,0,3,8,1020,210,2004,0,"98122",47.6191,-122.301,1270,1370 +"7812800515","20141025T000000",159075,4,1.5,1580,6200,"1",0,0,3,6,790,790,1944,0,"98178",47.4971,-122.24,1320,6499 +"3363900155","20141209T000000",470000,2,1,1220,4000,"1.5",0,0,4,6,1220,0,1908,0,"98103",47.6801,-122.354,1580,4000 +"9448300061","20140708T000000",235000,2,1,1020,7920,"1",0,0,3,6,1020,0,1939,0,"98108",47.5558,-122.31,1530,6900 +"1840300100","20140918T000000",309950,2,1.5,1510,9843,"1",0,0,4,7,1510,0,1961,0,"98188",47.4419,-122.27,1590,9368 +"4246000180","20140523T000000",433000,4,1.75,1830,9600,"1",0,0,4,7,1010,820,1966,0,"98006",47.5728,-122.125,1910,11100 +"7856000110","20150203T000000",895000,3,2.5,2750,10000,"1",0,3,3,8,1650,1100,1967,0,"98006",47.5644,-122.153,2490,10000 +"2422059111","20140620T000000",291000,3,1.5,1860,60960,"1",0,0,4,7,1140,720,1967,0,"98042",47.3796,-122.102,2170,82764 +"1925069199","20150209T000000",835000,3,2.5,2720,13124,"2",0,0,3,9,2720,0,1988,0,"98052",47.6371,-122.094,2760,16200 +"2771603940","20150109T000000",640000,2,1,1360,5000,"1",0,0,3,7,1200,160,1936,0,"98199",47.6372,-122.392,1540,4000 +"6028000090","20150126T000000",438000,3,2.25,2340,14279,"1",0,0,3,8,1340,1000,1965,0,"98006",47.5715,-122.124,2340,13600 +"5126310110","20140722T000000",540000,4,2.5,2600,9935,"2",0,0,3,8,2600,0,2005,0,"98059",47.4865,-122.142,2830,7620 +"7520000616","20150309T000000",325000,4,2.5,2090,7434,"1",0,0,3,7,1090,1000,1993,0,"98146",47.4962,-122.349,1260,8404 +"3343900120","20150126T000000",380000,4,1.75,2260,7200,"1.5",0,0,5,7,1360,900,1924,0,"98056",47.5122,-122.186,1410,7465 +"0714000195","20141113T000000",510000,2,1,1390,5544,"1",0,0,3,7,930,460,1947,0,"98105",47.6696,-122.267,1710,6200 +"2310100230","20140812T000000",380000,4,2.5,2300,7707,"2",0,0,3,8,2300,0,2004,0,"98038",47.3497,-122.044,2320,6035 +"7856600900","20140616T000000",825000,4,2.5,2810,9800,"1",0,0,4,8,1710,1100,1973,0,"98006",47.5657,-122.149,2800,9800 +"0926069192","20140926T000000",880000,4,3.25,4060,52707,"2",0,0,4,9,4060,0,1996,0,"98077",47.7615,-122.041,3100,50755 +"3343302110","20150306T000000",1.8e+006,3,3,2790,13295,"2",1,4,4,10,2370,420,1933,1989,"98006",47.5466,-122.197,3140,11949 +"5100403405","20150107T000000",790000,3,1,1290,6380,"1.5",0,0,3,7,1290,0,1930,0,"98115",47.6951,-122.319,1630,6380 +"3298700302","20141212T000000",287000,2,1.5,720,4346,"1",0,0,4,6,720,0,1942,0,"98106",47.5225,-122.351,790,4346 +"3333001430","20140912T000000",509000,3,3,2130,5000,"1.5",0,0,3,7,1570,560,1913,0,"98118",47.5451,-122.284,1638,4500 +"8849700040","20140908T000000",270000,3,2.25,1750,8400,"1",0,0,3,7,1350,400,1965,0,"98188",47.4571,-122.272,2020,9110 +"3256400051","20140708T000000",210000,3,2,960,9380,"1",0,0,3,6,960,0,1949,0,"98146",47.4852,-122.343,1460,9240 +"7283900551","20141124T000000",415000,3,1,1570,11752,"1.5",0,0,5,8,1570,0,1930,0,"98133",47.7686,-122.348,2010,8291 +"5067400032","20141205T000000",550000,3,2.5,3070,14400,"1",0,3,5,9,1720,1350,1985,0,"98198",47.3716,-122.321,2020,18211 +"1370801020","20140709T000000",1.25e+006,4,2.5,2920,5500,"1",0,3,3,10,2030,890,1957,0,"98199",47.6406,-122.412,3790,5500 +"3852900026","20140801T000000",499950,3,1,1870,4984,"1",0,0,3,7,1120,750,1955,0,"98116",47.5771,-122.391,1650,5750 +"1189000025","20140905T000000",659000,3,1.5,1540,5040,"2",0,0,3,8,1540,0,1907,0,"98122",47.6138,-122.299,1590,3600 +"4047200580","20150302T000000",265000,2,1.5,1440,22081,"2",0,0,3,7,1440,0,1990,0,"98019",47.7698,-121.896,1440,19544 +"2607720150","20140605T000000",492000,4,3.75,2810,10840,"2",0,2,4,8,2070,740,1994,0,"98045",47.4861,-121.804,2370,11248 +"5459300040","20140813T000000",715000,4,2.5,2450,7700,"1",0,0,3,8,1250,1200,1958,0,"98040",47.5731,-122.212,2450,8000 +"2613200025","20150313T000000",175000,2,1,1330,28270,"1.5",0,0,3,6,1330,0,1925,0,"98168",47.4824,-122.274,1210,6926 +"0686050100","20141128T000000",975000,4,3.5,3130,52322,"2",0,0,3,9,2430,700,2011,0,"98005",47.5932,-122.159,3200,5820 +"2117700065","20141009T000000",306950,1,1,730,5005,"1",0,0,4,5,730,0,1945,0,"98117",47.6992,-122.364,1630,5667 +"5742600115","20150407T000000",630000,4,2,2480,3680,"1.5",0,0,4,7,1470,1010,1916,0,"98116",47.5686,-122.392,1500,5750 +"2064800600","20150109T000000",367500,3,1,1270,8792,"1",0,0,5,7,1270,0,1969,0,"98056",47.5351,-122.174,1780,8792 +"0034001765","20150325T000000",699950,3,3.25,2230,5460,"1",0,1,4,8,1430,800,1977,0,"98136",47.53,-122.388,2070,5600 +"1186000065","20150416T000000",1e+006,3,3,2880,3750,"2",0,0,3,9,2220,660,1909,1991,"98122",47.6155,-122.29,1910,4000 +"1687000220","20141016T000000",285000,4,2.5,2434,4400,"2",0,0,3,8,2434,0,2007,0,"98001",47.2874,-122.283,2434,4400 +"7985400133","20150114T000000",215000,2,1.5,1120,1312,"2",0,0,3,7,1000,120,2004,0,"98106",47.534,-122.364,1560,1314 +"3303980090","20150306T000000",1.05e+006,4,2.5,4080,11054,"2",0,0,3,11,4080,0,2001,0,"98059",47.5188,-122.151,3520,11914 +"7855200120","20140509T000000",1.37e+006,4,2.75,3720,9450,"1",0,4,5,10,1960,1760,1962,0,"98006",47.5627,-122.156,2900,8605 +"0002800031","20150401T000000",235000,3,1,1430,7599,"1.5",0,0,4,6,1010,420,1930,0,"98168",47.4783,-122.265,1290,10320 +"2306400040","20150416T000000",604000,3,2,1560,2589,"1",0,0,3,7,790,770,1923,2001,"98103",47.6587,-122.344,1450,3893 +"5035300834","20140530T000000",750000,3,1.75,1700,8400,"1",0,0,3,8,1460,240,1947,0,"98199",47.6534,-122.415,2010,7000 +"9542300530","20141124T000000",800000,4,2.25,2510,9963,"1",0,0,4,9,2200,310,1967,0,"98005",47.5973,-122.177,3110,9963 +"9191201250","20150107T000000",580000,5,2,2600,3750,"1.5",0,0,4,6,1400,1200,1914,0,"98105",47.6691,-122.299,1700,3750 +"7950300775","20141204T000000",350000,1,1,790,4590,"1",0,0,3,6,790,0,1911,0,"98118",47.5677,-122.285,1070,4590 +"2934800025","20141216T000000",353750,4,2,1710,7490,"2",0,0,3,7,1320,390,1956,0,"98166",47.4544,-122.357,1880,7704 +"7855400330","20140604T000000",1.1e+006,5,2.75,2660,8737,"1",0,4,5,8,1470,1190,1969,0,"98006",47.5667,-122.155,3280,8783 +"0259600330","20150209T000000",465000,4,2,1470,10291,"1",0,0,4,7,1470,0,1963,0,"98008",47.6316,-122.121,1460,9601 +"3723800409","20140507T000000",568000,3,2,2350,5080,"1.5",0,0,3,8,1780,570,1929,0,"98118",47.5516,-122.263,1700,5080 +"5191100180","20141106T000000",1.005e+006,5,2,2440,3080,"2",0,0,4,8,2440,0,1910,0,"98112",47.6242,-122.306,1640,3077 +"0257000057","20140916T000000",213500,3,1.5,1150,11571,"1",0,0,3,7,1150,0,1961,0,"98168",47.4931,-122.298,1630,11571 +"1771100330","20140605T000000",250000,3,2.5,1510,10384,"1",0,0,2,7,1030,480,1976,0,"98077",47.758,-122.071,1490,10000 +"1782500035","20140703T000000",357000,2,1,870,4600,"1",0,0,4,7,870,0,1942,0,"98126",47.5274,-122.379,930,4600 +"7104100065","20140926T000000",425000,2,2,1280,4095,"2",0,0,4,8,1280,0,1918,0,"98136",47.5501,-122.393,1470,5500 +"0200500610","20140611T000000",571000,3,2.5,2600,7465,"2",0,0,3,9,2600,0,1988,0,"98011",47.7387,-122.217,2660,7683 +"7199320600","20140519T000000",588000,3,2.25,2030,7350,"1",0,0,4,7,1190,840,1977,0,"98052",47.6939,-122.126,1950,7350 +"3322049201","20140523T000000",275000,4,1.5,1930,15531,"2",0,0,3,7,1930,0,1979,0,"98003",47.345,-122.296,1580,7800 +"5153200100","20150225T000000",565000,3,2.75,3210,15939,"2",0,1,3,10,3210,0,1998,0,"98023",47.3357,-122.351,2870,15939 +"0726059349","20150319T000000",460000,3,1.75,1970,9135,"1",0,0,4,7,1370,600,1961,0,"98011",47.7603,-122.215,1880,9650 +"8833510230","20140604T000000",603500,4,2.5,4060,9734,"1",0,4,3,9,2150,1910,1977,0,"98028",47.7678,-122.254,2750,10370 +"7298000090","20140703T000000",490600,3,2.5,3316,11447,"2",0,0,3,9,3316,0,1986,0,"98023",47.3036,-122.34,3000,11447 +"3885804225","20140624T000000",1.01e+006,2,2,1460,9052,"1",0,2,5,6,1460,0,1900,0,"98033",47.6857,-122.208,2554,7834 +"2558600100","20140827T000000",500000,4,2,2100,12620,"1",0,0,4,7,2100,0,1972,0,"98034",47.7239,-122.173,1720,7840 +"7697920450","20140625T000000",249000,4,2.25,1830,6136,"2",0,0,3,7,1830,0,1990,0,"98030",47.367,-122.181,1830,7664 +"8899200110","20140603T000000",235000,3,2,1530,8700,"1",0,0,4,7,1530,0,1970,0,"98055",47.4529,-122.207,1960,7600 +"3992700775","20150121T000000",410000,4,2,1490,13736,"1",0,0,4,6,1490,0,1942,0,"98125",47.712,-122.281,2040,7200 +"6384500035","20140701T000000",370000,2,1,860,6050,"1",0,0,3,7,860,0,1952,0,"98116",47.5697,-122.4,1130,6050 +"2787700210","20140916T000000",360000,5,2.5,2130,7111,"1",0,0,3,7,1330,800,1968,0,"98059",47.5071,-122.16,1840,7592 +"2524049018","20141205T000000",1.40689e+006,5,2.25,3580,16789,"2",0,0,5,9,3580,0,1966,0,"98040",47.5364,-122.239,3390,17000 +"7569450090","20141121T000000",298000,4,2.5,2420,3825,"2",0,0,3,8,2420,0,2003,0,"98042",47.3687,-122.126,1880,4250 +"0123039570","20140708T000000",485000,4,2.25,1900,7200,"1",0,0,3,8,1370,530,1977,0,"98146",47.5033,-122.372,2030,8008 +"6071300090","20140826T000000",400000,3,1.75,1330,9143,"1",0,0,3,7,1330,0,1960,0,"98006",47.5538,-122.176,1950,10384 +"4221250100","20140805T000000",580000,3,2.5,2150,4604,"2",0,0,3,8,2150,0,2003,0,"98075",47.5893,-122.019,2280,4253 +"8730000210","20140807T000000",355000,2,2.5,1370,1140,"2",0,0,3,8,1080,290,2009,0,"98133",47.7055,-122.342,1340,1050 +"4178600100","20140721T000000",650000,3,2.5,2430,12997,"2",0,0,3,9,2430,0,1992,0,"98011",47.744,-122.194,2720,12500 +"9476200485","20140929T000000",261490,4,1,1640,8467,"1",0,2,4,6,1220,420,1943,0,"98056",47.4894,-122.188,1060,7396 +"3205400230","20140716T000000",347000,3,1,1010,7200,"1",0,0,3,7,1010,0,1968,0,"98034",47.7225,-122.179,1120,7200 +"9307300100","20140519T000000",485000,3,1,1500,4100,"1.5",0,0,3,7,1370,130,1926,0,"98107",47.6689,-122.367,1500,4100 +"2770600930","20141022T000000",601000,3,2.5,1740,1251,"2",0,0,3,9,1180,560,2012,0,"98199",47.644,-122.385,1740,1625 +"2817900180","20150411T000000",380000,3,3.25,2090,51212,"1",0,0,3,8,1510,580,1989,0,"98092",47.3097,-122.099,2690,40820 +"7504001340","20140829T000000",565000,3,3,1850,12556,"2",0,0,3,9,1850,0,1976,0,"98074",47.6286,-122.053,2390,12474 +"3121500330","20150323T000000",750000,3,2.5,2790,21043,"2",0,0,3,9,2790,0,1993,0,"98053",47.673,-122.03,2900,34589 +"1099760230","20150107T000000",291000,3,2.25,1480,7200,"1",0,0,3,7,1190,290,1975,0,"98023",47.3037,-122.375,1830,7200 +"3904920600","20141105T000000",560000,3,2.5,2280,12498,"2",0,0,4,9,2280,0,1987,0,"98029",47.5688,-122.014,2330,8844 +"7504100590","20150325T000000",725000,4,2.25,3180,9600,"2",0,0,3,10,3180,0,1984,0,"98074",47.6313,-122.045,2840,10739 +"1725079025","20140903T000000",539000,3,2,2350,209088,"1",0,0,3,7,2350,0,1993,0,"98014",47.6527,-121.949,2300,209088 +"9406540150","20140722T000000",470000,5,3.25,3910,7077,"2",0,0,3,9,2710,1200,2000,0,"98038",47.3766,-122.027,2650,7077 +"6163900032","20150109T000000",264950,2,1,770,7434,"1",0,0,3,6,770,0,1947,0,"98155",47.7606,-122.32,1060,7453 +"0844000180","20150225T000000",200000,4,1.5,1780,8000,"2",0,0,4,6,1080,700,1900,1996,"98010",47.3124,-122.003,1750,9147 +"7229800175","20140604T000000",453500,5,2.5,2300,23345,"1",0,0,5,7,1170,1130,1967,0,"98059",47.4739,-122.114,2280,23345 +"0325059086","20140825T000000",811000,2,2.5,2510,17986,"2",0,0,3,9,2510,0,1943,2014,"98052",47.6832,-122.164,2440,8039 +"4310701565","20140916T000000",425000,3,3.25,1410,1350,"3",0,0,3,8,1410,0,2005,0,"98103",47.698,-122.34,1410,1253 +"2524049257","20140918T000000",1.53e+006,4,2.25,4250,16940,"1",0,2,4,9,2380,1870,1974,0,"98040",47.5453,-122.234,3460,17693 +"1226059161","20141229T000000",562000,4,2.75,2560,83200,"1",0,0,3,8,1860,700,1980,0,"98072",47.7511,-122.111,1990,38332 +"7212660900","20140723T000000",281000,3,2.5,1760,7601,"2",0,0,3,8,1760,0,1992,0,"98003",47.2672,-122.313,1920,6851 +"6147650300","20141016T000000",270000,3,2.25,2100,14027,"2",0,0,3,8,2100,0,1979,0,"98042",47.3833,-122.1,2730,5999 +"8945300090","20140811T000000",205950,3,1,1490,8239,"1",0,0,4,6,1490,0,1963,0,"98023",47.306,-122.37,1200,8470 +"7452500365","20140625T000000",310000,2,1,870,5400,"1",0,0,3,6,870,0,1950,2007,"98126",47.52,-122.374,990,5200 +"3629960600","20150312T000000",350000,3,1.75,1260,1111,"2",0,0,3,8,1260,0,2003,0,"98029",47.5476,-122.005,1410,1630 +"0540100056","20140601T000000",843500,4,2,2630,16475,"2",0,0,4,8,2630,0,1953,0,"98004",47.639,-122.219,2670,15001 +"1109000175","20150508T000000",370000,4,2,1950,3757,"1",0,0,4,6,1160,790,1908,0,"98118",47.5372,-122.269,1720,3757 +"8645500900","20140620T000000",279000,4,2,2200,7700,"1",0,0,3,7,1100,1100,1979,0,"98058",47.464,-122.18,1790,7700 +"0722069057","20150102T000000",408000,3,1.75,1600,313672,"1",0,0,4,7,1600,0,1960,0,"98058",47.4129,-122.08,1780,90860 +"2660500365","20150106T000000",392000,3,1,1230,9600,"1",0,0,3,7,1230,0,1952,0,"98118",47.5553,-122.288,1510,6600 +"2516000475","20140929T000000",455000,2,1,1030,5000,"1",0,0,5,6,1030,0,1917,0,"98107",47.6585,-122.363,1550,5000 +"0522039103","20141113T000000",310000,2,1.5,1040,83199,"1",0,0,4,7,870,170,1965,0,"98070",47.4222,-122.443,1760,75794 +"7689600650","20140917T000000",323500,3,3,2240,11536,"2",0,0,3,7,2240,0,1943,2005,"98178",47.4886,-122.245,1650,8760 +"9285800801","20140926T000000",364500,3,1,1600,4489,"1",0,2,3,6,800,800,1944,0,"98126",47.5686,-122.378,1640,6013 +"3750607974","20140509T000000",280000,4,2,2190,14439,"1",0,0,4,7,1180,1010,1977,0,"98001",47.2702,-122.29,2160,14439 +"1622049154","20141215T000000",289900,3,1.75,1899,11325,"2",0,0,3,7,1899,0,1943,2005,"98198",47.3987,-122.3,2000,10454 +"9530100555","20140613T000000",585000,3,1,1870,2807,"1.5",0,0,4,7,1580,290,1927,0,"98107",47.6674,-122.358,1640,4500 +"4178500300","20140916T000000",269000,3,2.5,1730,6653,"1",0,0,4,7,1360,370,1990,0,"98042",47.3588,-122.088,1730,7061 +"8856960720","20140808T000000",280000,3,2.25,1860,9210,"2",0,0,3,7,1860,0,1994,0,"98038",47.3864,-122.03,1530,8091 +"9117000230","20150409T000000",287000,3,1.75,1940,9000,"1",0,0,3,7,1290,650,1965,0,"98055",47.4361,-122.189,1900,9120 +"8122100835","20140812T000000",183000,2,1,670,5140,"1",0,0,3,6,670,0,1926,0,"98126",47.5387,-122.371,850,5140 +"2788500090","20141219T000000",309000,3,1,1820,8142,"1",0,0,3,7,1040,780,1961,0,"98168",47.505,-122.316,1820,8142 +"0324059161","20141013T000000",920000,4,2.5,3810,13579,"2",0,0,3,10,3810,0,2003,0,"98007",47.6006,-122.153,3310,9270 +"4217400540","20140929T000000",815241,5,2.25,2060,4800,"2.5",0,0,3,8,2060,0,1907,0,"98105",47.66,-122.282,1740,4800 +"3876312290","20141121T000000",405000,3,1.75,1520,7252,"1",0,0,3,7,1140,380,1975,0,"98072",47.7358,-122.175,1910,7820 +"8556800090","20150430T000000",525000,5,3.5,3450,19080,"2",0,3,3,9,3450,0,2001,0,"98022",47.2123,-122.005,2570,17007 +"2113701095","20140717T000000",150000,2,1,830,4045,"1",0,0,3,6,830,0,1943,0,"98106",47.5293,-122.351,1100,4116 +"3750603940","20140925T000000",240000,4,1.75,1880,9600,"1",0,0,5,7,1020,860,1946,0,"98001",47.2633,-122.281,1560,14400 +"1245003160","20140502T000000",698000,4,2.25,2200,11250,"1.5",0,0,5,7,1300,900,1920,0,"98033",47.6845,-122.201,2320,10814 +"2600010360","20150309T000000",440000,3,2,1800,10950,"1",0,0,4,8,1800,0,1982,0,"98006",47.557,-122.163,2400,11300 +"7893200900","20150414T000000",204000,3,1,1200,12500,"1.5",0,0,3,6,1200,0,1936,0,"98198",47.4162,-122.329,1200,7500 +"0269000615","20140516T000000",875000,3,2,2220,6641,"1",0,2,4,7,1220,1000,1947,0,"98199",47.6426,-122.388,1800,5900 +"2174503441","20140703T000000",650000,3,1.5,1380,4500,"1",0,0,5,7,1380,0,1960,0,"98040",47.5866,-122.25,1590,9000 +"4025300371","20150408T000000",392500,3,1,1660,8839,"1",0,0,4,7,1660,0,1947,0,"98155",47.7485,-122.3,1230,9236 +"3101500090","20141017T000000",400000,4,1,2320,4000,"1.5",0,0,3,6,1310,1010,1921,0,"98144",47.573,-122.312,1750,4000 +"3447000090","20150428T000000",653000,3,2.25,2800,17300,"1",0,0,4,8,1420,1380,1971,0,"98006",47.5716,-122.128,2140,12650 +"0917000300","20140520T000000",452000,4,1,1210,3760,"1.5",0,0,3,6,1210,0,1900,0,"98103",47.6872,-122.344,1540,3800 +"9510400100","20140506T000000",345000,4,2.5,2331,3826,"2",0,0,3,8,2331,0,2007,0,"98058",47.4444,-122.182,2441,3826 +"4058801225","20141202T000000",350000,4,1.75,1820,6930,"1",0,2,4,7,1320,500,1952,0,"98178",47.5053,-122.242,1820,6825 +"3578600201","20140731T000000",650000,4,2.5,2860,5576,"2",0,0,3,8,2860,0,2004,0,"98028",47.745,-122.224,2290,10667 +"5282200015","20140527T000000",525000,5,3,2750,3800,"1.5",0,0,5,7,1750,1000,1926,0,"98115",47.6845,-122.313,1900,3800 +"5282200015","20150126T000000",840000,5,3,2750,3800,"1.5",0,0,5,7,1750,1000,1926,0,"98115",47.6845,-122.313,1900,3800 +"4219400555","20141124T000000",1.325e+006,3,2.5,2280,5000,"2",0,3,4,9,2280,0,1926,0,"98105",47.6574,-122.278,2200,5000 +"0104550540","20150120T000000",259950,4,2,1610,6650,"1",0,0,3,7,1610,0,1989,0,"98023",47.3085,-122.358,1960,6650 +"3317500100","20150220T000000",998000,5,3.5,3760,10207,"2",0,0,3,10,3150,610,1969,0,"98040",47.5605,-122.225,3550,12118 +"2436200395","20140610T000000",1.07e+006,3,3,2940,4622,"2",0,0,4,9,2230,710,1988,0,"98105",47.6641,-122.293,1580,4000 +"1118001560","20140710T000000",1.91e+006,4,3,4460,6833,"2",0,0,3,10,3140,1320,1955,2007,"98112",47.6342,-122.289,3130,7450 +"8728100775","20150309T000000",190500,3,1.5,1110,1150,"2",0,0,3,8,940,170,2007,0,"98144",47.5929,-122.306,1380,1751 +"2223069112","20141112T000000",465000,3,2.25,2560,117176,"1",0,0,4,9,1280,1280,1977,0,"98027",47.4655,-122.033,2760,57063 +"7278100665","20150204T000000",370000,3,1,1060,7419,"1",0,2,4,6,1060,0,1906,0,"98177",47.7712,-122.392,2190,5953 +"0822059038","20140731T000000",290000,6,4.5,2810,11214,"1",0,0,3,8,2010,800,1958,0,"98031",47.4045,-122.197,1940,8349 +"7977201065","20141104T000000",350000,3,1.75,1380,4590,"1",0,0,2,7,930,450,1950,0,"98115",47.6841,-122.293,1320,4692 +"7977201065","20150305T000000",740000,3,1.75,1380,4590,"1",0,0,2,7,930,450,1950,0,"98115",47.6841,-122.293,1320,4692 +"5255000110","20141007T000000",460000,3,1.75,2560,8400,"1",0,0,3,7,1970,590,1959,0,"98011",47.7668,-122.197,1970,8400 +"9407001790","20140826T000000",290000,3,1,1010,10800,"1",0,0,4,7,1010,0,1972,0,"98045",47.4483,-121.773,1370,9500 +"1120069059","20140918T000000",475000,3,1.5,1790,229125,"2",0,3,3,7,1790,0,1987,0,"98022",47.2309,-122.009,1970,216928 +"2048000330","20140926T000000",214000,3,2.5,1600,2231,"2",0,0,3,7,1600,0,2003,0,"98001",47.3314,-122.29,1600,2962 +"8820903080","20150508T000000",455000,2,1,910,5759,"1",0,0,3,6,910,0,1951,0,"98125",47.7153,-122.284,1520,7518 +"1687000210","20140725T000000",275000,3,2.5,2497,4400,"2",0,0,3,8,2497,0,2007,0,"98001",47.2873,-122.283,2434,4400 +"0621049103","20140709T000000",305000,3,1.5,1800,12196,"1",0,0,4,7,1800,0,1966,0,"98023",47.333,-122.345,1490,11730 +"1321059052","20150409T000000",449000,5,2.5,2570,61855,"1",0,0,4,7,1470,1100,1981,0,"98092",47.3013,-122.109,1990,49658 +"2114700540","20141021T000000",366000,3,2.5,1320,4320,"1",0,0,3,6,660,660,1918,0,"98106",47.5327,-122.347,1190,4200 +"4307330180","20150328T000000",348000,3,2.5,1670,5090,"2",0,0,3,7,1670,0,2003,0,"98056",47.4799,-122.18,2560,4851 +"0114100304","20141203T000000",515000,4,2.5,2800,21370,"2",0,0,3,8,2800,0,2003,0,"98028",47.776,-122.246,1880,9336 +"7501000220","20140620T000000",950000,4,2.5,3360,11548,"2",0,0,3,9,3360,0,1988,0,"98033",47.6534,-122.182,3400,14091 +"8562901910","20140730T000000",815000,3,2.5,2590,21494,"2",0,0,4,8,2590,0,1991,0,"98074",47.6139,-122.061,2590,10720 +"1442800150","20150120T000000",199950,3,3,1530,2132,"2",0,0,3,8,1530,0,1993,0,"98038",47.3746,-122.056,1530,3384 +"3715500220","20140605T000000",386000,3,2,1330,8100,"1",0,0,4,7,1330,0,1969,0,"98034",47.7251,-122.175,1590,8100 +"8647800150","20150102T000000",273000,3,2.25,2160,7964,"2",0,0,3,8,2160,0,1991,0,"98042",47.3622,-122.074,2000,7964 +"2508800220","20150325T000000",284000,4,2.5,1830,6360,"2",0,0,3,8,1830,0,1994,0,"98031",47.4184,-122.18,1830,6596 +"0106000044","20140826T000000",399950,3,1,1470,7930,"1",0,0,3,7,1070,400,1950,0,"98177",47.7013,-122.368,1440,8100 +"5652601035","20150115T000000",285000,3,1.75,1150,6423,"1",0,0,3,5,590,560,1927,0,"98115",47.6973,-122.297,1150,8367 +"4142450490","20150403T000000",315000,3,2.5,1790,6452,"2",0,0,3,7,1790,0,2004,0,"98038",47.3841,-122.042,1610,3600 +"2788400090","20140807T000000",250000,3,1,1700,7700,"1",0,0,3,7,1120,580,1960,0,"98168",47.5114,-122.318,1700,8800 +"7524200330","20150316T000000",290000,4,2,1630,7618,"1.5",0,0,3,7,1630,0,1967,0,"98198",47.3658,-122.317,1320,8774 +"9359300220","20140623T000000",725000,4,2.5,3420,30410,"2",0,0,3,9,3420,0,1988,0,"98077",47.7745,-122.088,2940,45916 +"3840700455","20140523T000000",410000,3,2,1650,9641,"1.5",0,0,3,7,1650,0,1983,0,"98034",47.7145,-122.231,1940,6701 +"6790950150","20140817T000000",855000,4,2.5,2810,52062,"1.5",0,0,4,9,2810,0,1988,0,"98075",47.5941,-122.029,3330,49783 +"3303950760","20140728T000000",399900,4,2.5,2710,8127,"2",0,0,3,8,2710,0,1994,0,"98038",47.379,-122.032,2520,8436 +"2600000210","20140611T000000",852600,4,2.5,3320,11901,"2",0,0,5,9,2650,670,1977,0,"98006",47.554,-122.16,2700,11114 +"2341300115","20140808T000000",235000,2,1,720,6321,"1",0,0,3,6,720,0,1940,0,"98118",47.551,-122.289,920,5684 +"8655900100","20140807T000000",230950,2,1,930,12724,"1",0,0,4,6,930,0,1912,0,"98014",47.6567,-121.909,1240,21828 +"4345000210","20150330T000000",230000,3,2.25,1490,8722,"2",0,0,3,7,1490,0,1997,0,"98030",47.3648,-122.185,1510,8061 +"8929000330","20140729T000000",404763,3,2.5,1690,1609,"2",0,0,3,8,1150,540,2014,0,"98029",47.5521,-121.998,1690,1860 +"6700390150","20140923T000000",245000,3,2.5,1720,3407,"2",0,0,3,7,1720,0,1992,0,"98031",47.4034,-122.188,1720,3407 +"1645000100","20150129T000000",188000,3,1.5,1140,8500,"1",0,0,4,7,1140,0,1964,0,"98022",47.2093,-122.005,1600,8500 +"8078350100","20141204T000000",626100,4,2.5,2280,7219,"2",0,0,4,8,2280,0,1987,0,"98029",47.5719,-122.021,2240,7471 +"6430500008","20150302T000000",428750,3,1,1100,4080,"1",0,0,4,7,900,200,1929,0,"98103",47.6872,-122.351,1170,4080 +"3902300100","20140512T000000",522000,4,2.25,1800,8623,"1",0,0,4,8,1360,440,1980,0,"98033",47.692,-122.184,2370,8623 +"2193330090","20150311T000000",684000,4,2.5,2500,8434,"2",0,0,4,8,2500,0,1988,0,"98052",47.6915,-122.101,1900,8131 +"3524039202","20150420T000000",1.0655e+006,3,2.25,2950,7232,"1",0,2,3,8,1520,1430,1983,0,"98136",47.5257,-122.382,2130,7140 +"0059000201","20150505T000000",611206,1,1,1940,6300,"1",0,3,3,8,1940,0,1963,0,"98116",47.5782,-122.4,2560,6300 +"1782000085","20140915T000000",350000,2,1,1280,5250,"1",0,0,4,7,1140,140,1942,0,"98126",47.5258,-122.377,1050,5250 +"3121500150","20150423T000000",894000,4,2.5,3800,22029,"2",0,0,3,9,3800,0,1993,0,"98053",47.6734,-122.026,3170,24979 +"5207200360","20140903T000000",420000,2,1,930,5368,"1",0,0,4,7,930,0,1953,0,"98115",47.6952,-122.275,1770,6000 +"2570500230","20140529T000000",400000,5,2,1930,9747,"1",0,0,4,7,1020,910,1962,0,"98028",47.7743,-122.235,2040,9370 +"2481600110","20140525T000000",675000,3,3,2980,28000,"1",0,0,3,10,1820,1160,1981,0,"98052",47.7318,-122.139,2570,28500 +"5104520150","20140520T000000",426000,4,2.5,2800,8494,"2",0,0,3,8,2800,0,2004,0,"98038",47.3521,-122.009,3740,8494 +"7504110760","20140627T000000",750000,4,2.25,3190,11597,"2",0,0,3,10,2300,890,1984,0,"98074",47.6323,-122.039,2990,10679 +"3649100276","20140609T000000",368000,3,1.75,1710,10800,"1",0,0,4,7,1710,0,1958,0,"98028",47.7391,-122.241,1890,10800 +"4302700559","20150327T000000",342000,3,1,1980,6450,"1",0,0,4,6,1120,860,1950,0,"98106",47.5291,-122.356,1180,5160 +"2883200961","20140605T000000",700000,3,1.75,1910,4800,"1",0,0,3,7,1080,830,1959,0,"98103",47.6844,-122.332,1750,4800 +"2767601280","20140722T000000",848750,6,3.75,3160,5000,"2",0,0,3,8,3160,0,1989,0,"98107",47.6748,-122.384,1740,5000 +"0625049274","20150303T000000",720000,3,2,1590,5200,"1",0,0,3,7,1320,270,1939,0,"98103",47.6864,-122.341,1620,5150 +"0686400210","20140922T000000",525000,4,2.25,1890,8549,"1",0,0,3,8,1890,0,1967,0,"98008",47.6328,-122.117,1940,7210 +"0121059038","20150324T000000",397900,3,2.75,2500,35245,"1",0,0,3,7,1580,920,2000,0,"98042",47.3414,-122.117,2060,153766 +"3649100264","20140815T000000",405000,3,2,1740,18000,"1",0,0,3,7,1230,510,1989,0,"98028",47.7397,-122.242,1740,11250 +"6743700015","20150128T000000",392800,3,2,1080,11856,"1",0,0,5,7,1080,0,1986,0,"98033",47.6955,-122.175,1220,9247 +"0217500015","20150224T000000",394999,3,1.5,1730,7800,"1",0,0,3,7,1330,400,1958,0,"98133",47.7365,-122.337,1780,8309 +"8691500410","20140619T000000",340000,3,2.5,2480,6112,"2",0,0,3,7,2480,0,2004,0,"98058",47.4387,-122.114,3220,6727 +"9828702667","20140519T000000",482500,3,2.25,1450,1445,"2",0,0,3,7,980,470,2005,0,"98122",47.6184,-122.301,1510,1370 +"2597531110","20140909T000000",812500,4,2.5,2750,10159,"2",0,0,3,10,2750,0,1991,0,"98006",47.5426,-122.135,3160,10159 +"1126049095","20140926T000000",450000,3,2.5,2820,10208,"1",0,1,4,8,1410,1410,1954,0,"98028",47.7609,-122.26,1540,10684 +"0126049100","20141104T000000",398000,3,1.75,1830,27468,"1",0,0,3,7,1830,0,1954,0,"98028",47.7754,-122.233,1860,10180 +"1724069060","20150507T000000",1.075e+006,2,3.25,1550,1767,"3",1,3,3,8,1550,0,2006,0,"98075",47.5684,-122.06,2710,3444 +"9530101385","20141014T000000",540000,2,2,1640,3021,"1",0,2,3,7,840,800,1959,0,"98107",47.666,-122.358,1780,4500 +"7243500015","20141003T000000",275000,4,2,1720,5472,"1",0,0,3,6,860,860,1923,0,"98118",47.5299,-122.288,1720,5670 +"1498303700","20140822T000000",780000,5,2,2880,12000,"2",0,0,3,8,2880,0,1921,0,"98144",47.5861,-122.295,1720,5000 +"3352400325","20140724T000000",225000,3,1.5,1220,8345,"1.5",0,0,3,7,1220,0,1931,0,"98178",47.5038,-122.266,1880,10169 +"8021700495","20140722T000000",503045,3,3,1560,2250,"2",0,0,3,9,1560,0,2009,0,"98103",47.6929,-122.333,1610,4500 +"9406500530","20140912T000000",249000,2,2,1090,1357,"2",0,0,3,7,1090,0,1990,0,"98028",47.7526,-122.244,1078,1318 +"9468200100","20140710T000000",569950,4,1,1140,5940,"1",0,2,3,7,1140,0,1916,0,"98103",47.6795,-122.354,1630,4000 +"3179100482","20150126T000000",450000,2,2.25,1040,1377,"2",0,0,3,8,1040,0,2003,0,"98105",47.6692,-122.279,1264,1892 +"5035300650","20140603T000000",1.0995e+006,4,2,2580,6000,"1",0,0,5,9,1300,1280,1950,0,"98199",47.6514,-122.413,2300,6200 +"6431000015","20140530T000000",700000,4,2.5,2310,3570,"1.5",0,0,3,7,1490,820,1927,2014,"98103",47.6889,-122.347,1580,3060 +"5366200210","20140819T000000",454000,3,2.5,1590,4094,"2",0,0,3,7,1590,0,1991,0,"98122",47.61,-122.293,1940,3924 +"9512501450","20150429T000000",555000,3,1.75,1270,9170,"1",0,0,3,7,1270,0,1969,0,"98052",47.6706,-122.151,1700,8500 +"8651411460","20150106T000000",214000,3,1.5,1240,5200,"1",0,0,5,6,1240,0,1970,0,"98042",47.3683,-122.079,1060,5200 +"8078380230","20140808T000000",590000,3,2.5,2210,8622,"2",0,0,3,8,2210,0,1988,0,"98029",47.5715,-122.02,2340,7192 +"1523069096","20140811T000000",459900,3,1.75,2340,51836,"1.5",0,0,3,8,1510,830,1978,0,"98027",47.4846,-122.035,2060,77536 +"7893203480","20150512T000000",205000,3,1.5,1420,5000,"1",0,0,3,7,920,500,1987,0,"98198",47.4192,-122.33,1400,7500 +"7795810110","20150512T000000",390000,3,1.75,1430,9857,"1",0,2,4,7,1140,290,1980,0,"98045",47.4964,-121.771,1310,9880 +"0191100410","20140620T000000",970500,3,2.75,2470,10125,"2",0,0,3,8,2470,0,1960,2012,"98040",47.5651,-122.223,2290,10125 +"6151800330","20150421T000000",790000,3,2.5,2390,15084,"2",0,0,3,8,2390,0,2000,0,"98010",47.3389,-122.048,1850,17494 +"1771100360","20140707T000000",320000,3,1,1120,10576,"1",0,0,4,7,1120,0,1969,0,"98077",47.7575,-122.072,1300,10000 +"1556200265","20140723T000000",552500,3,2.25,2700,4025,"2",0,0,4,8,1760,940,1907,0,"98122",47.6074,-122.294,1580,4025 +"6742700210","20141119T000000",1.05e+006,3,3,3490,4500,"2.5",0,0,3,9,3170,320,1924,0,"98102",47.6394,-122.321,2840,4050 +"1423800210","20140923T000000",230000,3,1,1640,7187,"1",0,0,3,7,1640,0,1966,0,"98058",47.455,-122.182,1340,8346 +"2125049131","20140729T000000",680000,3,1.75,1620,5500,"1",0,0,3,7,1110,510,1950,0,"98112",47.6393,-122.308,2100,6500 +"5318101765","20140602T000000",985000,3,1.75,1670,5400,"2",0,0,5,8,1670,0,1912,0,"98112",47.635,-122.284,2100,5400 +"6624300110","20140623T000000",375000,4,2.5,1870,7471,"2",0,0,3,8,1870,0,1990,0,"98055",47.4314,-122.204,2020,8912 +"5160700035","20150422T000000",431000,2,1.5,1300,4000,"1.5",0,0,4,6,1300,0,1900,0,"98144",47.5937,-122.301,1480,4000 +"1472800220","20140909T000000",463000,3,2.5,2190,17108,"2",0,0,3,8,2190,0,1991,0,"98019",47.7321,-121.964,2400,14040 +"3755000090","20141006T000000",350000,3,1.75,1320,10500,"1",0,0,3,7,1320,0,1966,0,"98034",47.7267,-122.226,1310,10500 +"0259601010","20150414T000000",485000,3,1,1250,7200,"1",0,0,3,7,1250,0,1964,0,"98008",47.6342,-122.12,1430,7400 +"7939000090","20140929T000000",355000,4,1.75,2040,15000,"1",0,0,4,7,1360,680,1967,0,"98092",47.3107,-122.189,2310,15000 +"2675600025","20150327T000000",603500,3,1.75,2140,7280,"1",0,0,3,7,1070,1070,1910,0,"98117",47.6993,-122.377,2280,8400 +"5700000975","20140819T000000",860000,5,1.75,2510,6000,"1.5",0,0,5,8,2010,500,1920,0,"98144",47.5798,-122.292,2240,5000 +"9407150360","20150306T000000",259875,5,2.5,2200,6250,"2",0,0,3,7,2200,0,1996,0,"98038",47.3675,-122.021,1850,6091 +"8146300015","20140716T000000",685000,4,2.5,2170,8680,"1",0,0,3,7,1220,950,1959,0,"98004",47.6078,-122.192,2010,8680 +"9406570300","20140930T000000",382500,4,2.5,2980,8786,"2",0,0,3,8,2980,0,2003,0,"98038",47.378,-122.03,2980,6718 +"7518500301","20150301T000000",490000,3,1,1180,2250,"1.5",0,0,3,7,1180,0,1902,0,"98117",47.6779,-122.377,1320,5100 +"3739500096","20150126T000000",229000,3,2,1540,6000,"1",0,0,4,6,1540,0,1953,0,"98155",47.7372,-122.307,1490,8213 +"3739500096","20150505T000000",430000,3,2,1540,6000,"1",0,0,4,6,1540,0,1953,0,"98155",47.7372,-122.307,1490,8213 +"0267020090","20140818T000000",580000,5,2.5,3110,15783,"1",0,0,3,8,1720,1390,1974,0,"98052",47.6301,-122.103,2550,12220 +"0534000195","20141113T000000",510000,3,1.75,1370,6700,"1",0,0,3,8,1370,0,1940,2012,"98117",47.6982,-122.362,1180,6694 +"5469502700","20140508T000000",489990,5,2.25,2440,20828,"1.5",0,0,4,8,2440,0,1975,0,"98042",47.3762,-122.158,2670,14472 +"7010700110","20140916T000000",440000,3,2.25,1760,1800,"2",0,0,3,7,1330,430,1983,0,"98199",47.6579,-122.394,1150,4575 +"8106300090","20150428T000000",479950,3,2.5,2810,4984,"1",0,0,3,9,1750,1060,2006,0,"98055",47.4461,-122.209,2810,5711 +"0225069013","20140623T000000",806000,4,2.5,2500,206474,"1",0,0,3,10,2500,0,1997,0,"98053",47.6778,-121.994,3680,208652 +"1685800100","20140624T000000",875000,4,2.5,3220,22588,"2",0,0,3,10,3220,0,1996,0,"98077",47.7311,-122.055,3220,22922 +"0293800870","20140911T000000",710800,3,2.5,2880,36820,"2",0,0,3,10,2880,0,1992,0,"98077",47.766,-122.044,3190,36820 +"7852190580","20150210T000000",565000,3,2.5,2700,6037,"2",0,0,3,8,2700,0,2004,0,"98065",47.5376,-121.879,2740,6054 +"5636000210","20150223T000000",359999,5,3,2680,9624,"2",0,0,3,7,1870,810,1995,0,"98010",47.3279,-122.006,1860,9921 +"1623301185","20150123T000000",625000,3,1.75,1780,4500,"1",0,0,4,7,920,860,1922,0,"98117",47.6827,-122.362,1360,4000 +"3260810590","20140912T000000",349950,3,2.5,2240,7565,"2",0,0,3,8,2240,0,1999,0,"98003",47.3485,-122.301,2190,8254 +"8589100090","20140617T000000",415000,4,2,1610,9600,"1",0,0,5,7,1610,0,1967,0,"98056",47.5327,-122.186,1450,9600 +"7579200767","20141105T000000",435000,2,2,1440,1170,"2",0,0,3,9,960,480,2004,0,"98116",47.5592,-122.385,1440,1350 +"0623049273","20141121T000000",225000,3,1.75,1550,9060,"2",0,0,3,7,1550,0,1948,1979,"98146",47.5093,-122.345,1080,7620 +"1186000035","20140512T000000",770000,3,1.75,1720,5000,"1",0,0,3,9,1720,0,1954,2014,"98122",47.6157,-122.29,2120,4188 +"2228900191","20150106T000000",340000,3,1.75,1740,10800,"1",0,0,3,7,1740,0,1959,0,"98133",47.7717,-122.351,1810,7735 +"2597450120","20150312T000000",965000,5,2.75,3280,12673,"1",0,0,4,9,2050,1230,1981,0,"98006",47.5504,-122.146,3060,12847 +"3339400515","20150113T000000",667000,3,2.75,2216,31215,"1",0,0,3,9,2216,0,1968,2005,"98092",47.3164,-122.199,2216,30048 +"1221000395","20140507T000000",250000,1,1,1100,4373,"1",0,0,2,6,820,280,1947,0,"98166",47.4653,-122.338,1100,7500 +"1526300015","20140612T000000",397990,3,1,1180,11862,"1",0,0,4,7,1180,0,1948,0,"98177",47.7153,-122.363,1540,8100 +"6163901772","20140918T000000",535000,3,1.75,2020,10031,"1",0,0,5,7,1370,650,1952,0,"98155",47.7487,-122.319,1500,8456 +"1180007005","20140625T000000",265950,3,1.5,1150,8450,"1",0,0,4,6,1150,0,1951,0,"98178",47.4927,-122.224,1160,6800 +"5420300210","20141007T000000",258000,3,1.75,2090,7461,"1",0,0,3,6,1200,890,1986,0,"98030",47.3764,-122.184,1420,7462 +"0476000331","20141202T000000",505500,3,2.5,1300,1187,"3",0,0,3,8,1300,0,2005,0,"98107",47.6704,-122.391,1320,1194 +"2558700090","20140506T000000",455000,5,2.5,2240,7770,"1",0,0,3,7,1340,900,1978,0,"98034",47.7198,-122.171,1820,7770 +"4151800410","20141031T000000",1.348e+006,5,3.25,3540,5971,"1",0,2,3,10,2000,1540,2005,0,"98033",47.6643,-122.202,2820,6029 +"3586501075","20150109T000000",600000,4,2.25,2840,31720,"1",0,0,3,8,1780,1060,1958,0,"98177",47.7505,-122.375,2290,29577 +"4136870110","20150205T000000",329800,4,2.5,2080,7047,"2",0,0,3,8,2080,0,1996,0,"98092",47.2627,-122.215,2580,7227 +"6623400090","20150421T000000",222000,2,1,1550,38449,"1",0,0,3,6,1550,0,1947,0,"98055",47.4315,-122.199,1188,25875 +"1560800150","20150405T000000",450000,4,2.5,1900,9240,"1",0,0,3,7,1900,0,1962,0,"98007",47.6167,-122.137,2040,8052 +"2770605548","20141218T000000",952000,3,3.5,2760,4500,"2",0,0,3,9,2120,640,2004,0,"98119",47.6529,-122.372,1950,6000 +"2023700040","20140723T000000",625000,4,2,1410,4480,"1.5",0,0,3,8,1410,0,1927,0,"98109",47.6385,-122.344,1240,3400 +"1164000040","20150312T000000",226800,2,1,1240,11393,"1",0,0,4,7,1240,0,1960,0,"98030",47.3714,-122.207,1660,11393 +"7135520650","20141212T000000",1.205e+006,5,4.25,4420,13497,"2",0,0,3,11,3510,910,2000,0,"98059",47.5262,-122.143,4220,12015 +"3528400180","20141003T000000",350000,4,2.75,3390,16153,"1",0,0,4,7,1970,1420,1961,0,"98031",47.3954,-122.184,2530,8495 +"7820000015","20150312T000000",395000,3,1.75,1400,8640,"1",0,0,3,7,1400,0,1962,0,"98011",47.7659,-122.204,1630,8640 +"1105000229","20140919T000000",285000,5,3,2110,5260,"2",0,0,3,7,1670,440,2002,0,"98118",47.5449,-122.272,2110,5260 +"3625059166","20150107T000000",553000,3,1,1310,18135,"1",0,0,3,7,1310,0,1948,0,"98008",47.6065,-122.113,2150,18135 +"8108600442","20150505T000000",254000,3,1,1270,16800,"1",0,0,4,7,1270,0,1957,0,"98188",47.4599,-122.276,1700,10200 +"8143600015","20140826T000000",348140,2,1.5,2060,10880,"1",0,0,3,6,1190,870,1924,0,"98106",47.515,-122.362,1430,8781 +"8731900790","20140626T000000",354950,4,2.75,2530,7350,"1",0,0,5,8,1280,1250,1977,0,"98023",47.313,-122.374,2280,7350 +"6079500230","20140612T000000",706000,3,2.75,1900,6400,"1",0,0,5,7,1410,490,1942,0,"98105",47.6697,-122.281,1350,6400 +"7853302370","20140505T000000",499000,4,2.5,2910,6479,"2",0,0,3,7,2910,0,2006,0,"98065",47.5402,-121.887,2320,5178 +"0122069107","20141204T000000",427500,3,1.5,1900,43186,"1.5",0,0,4,7,1300,600,1971,0,"98038",47.4199,-121.99,2080,108028 +"4204400175","20150217T000000",439000,5,3.5,2880,10000,"2",0,3,3,8,1980,900,1991,0,"98055",47.4874,-122.223,2120,9535 +"2896310120","20141117T000000",545000,4,2.5,2820,25995,"2",0,0,3,9,2820,0,1998,0,"98010",47.3415,-122.029,3330,27653 +"4083301380","20141017T000000",842000,3,1,1620,4774,"1.5",0,0,3,7,1620,0,1920,0,"98103",47.659,-122.339,1880,4560 +"1332000100","20141210T000000",685000,4,2.5,3320,38043,"2",0,0,3,9,3320,0,1997,0,"98053",47.6504,-122.004,3170,42621 +"3622069122","20140903T000000",665000,4,3.5,3770,47480,"2",0,0,3,9,3770,0,2003,0,"98010",47.3552,-121.99,3380,42689 +"6052401215","20140609T000000",255000,2,1,1200,9000,"1",0,2,5,6,1200,0,1917,0,"98198",47.4039,-122.323,1660,9000 +"7010700245","20141231T000000",565000,5,2.25,2130,4360,"1",0,2,3,8,1240,890,1959,0,"98199",47.6586,-122.395,1830,5000 +"1311100490","20150225T000000",274000,5,1.75,1950,8720,"1",0,0,3,7,1050,900,1962,0,"98001",47.3381,-122.289,1660,8030 +"9510900360","20140509T000000",260000,3,2,1920,8075,"1",0,0,4,7,1510,410,1969,0,"98023",47.3092,-122.375,1920,7826 +"8679600150","20140507T000000",581000,4,2,2510,13695,"1",0,0,4,7,1280,1230,1961,2001,"98033",47.7005,-122.174,1220,12500 +"7203600040","20140725T000000",625000,3,1.5,1990,5978,"1.5",1,4,4,7,1990,0,1926,0,"98198",47.3449,-122.329,2100,6221 +"2212900180","20141229T000000",220000,3,1,1230,9720,"1",0,0,5,7,1230,0,1969,0,"98042",47.3266,-122.138,1230,9720 +"2124079010","20141028T000000",765000,3,2.25,3190,324086,"2",0,2,3,9,3190,0,1982,0,"98024",47.5477,-121.93,3190,217800 +"2424059052","20140710T000000",1.325e+006,6,4.25,5720,10213,"2",0,0,3,10,4170,1550,2004,0,"98006",47.5464,-122.116,4300,10224 +"6746700615","20150318T000000",700000,8,2.5,2280,3000,"1.5",0,0,3,7,1210,1070,1911,0,"98105",47.6675,-122.316,1610,3000 +"3298300530","20140924T000000",351000,4,1,1550,7260,"1",0,0,4,6,1550,0,1959,0,"98008",47.6229,-122.121,1210,7260 +"8929000360","20140805T000000",413565,3,2.5,1690,1613,"2",0,0,3,8,1150,540,2014,0,"98029",47.5524,-121.998,1690,1619 +"2291400236","20140612T000000",363000,3,3.25,1651,1779,"2",0,0,3,8,1341,310,2008,0,"98133",47.7076,-122.346,1650,2908 +"6445800120","20150404T000000",679000,4,1.75,2260,41236,"1",0,0,4,8,1690,570,1962,0,"98029",47.5528,-122.034,3080,30240 +"8682261010","20140910T000000",473000,2,1.75,1510,4555,"1",0,0,3,8,1510,0,2005,0,"98053",47.7136,-122.031,1640,4500 +"8045000180","20150421T000000",585888,3,2,1490,7431,"1",0,0,4,7,1490,0,1966,0,"98052",47.6697,-122.162,1700,7725 +"9475700220","20140626T000000",405000,4,2.5,2220,4652,"2",0,0,3,7,2220,0,2001,0,"98059",47.4902,-122.154,1840,4500 +"3222049055","20150116T000000",650000,3,1.75,2800,19386,"1",1,4,3,8,1400,1400,1965,0,"98198",47.3554,-122.324,3270,31450 +"1222069133","20150224T000000",415000,4,2.5,2210,213008,"1",0,0,4,7,1210,1000,1975,0,"98038",47.4039,-121.98,2270,52707 +"9165100230","20141222T000000",575000,3,2,2150,3880,"1",0,0,3,8,1080,1070,1951,0,"98117",47.6814,-122.392,2130,4000 +"8091411120","20140717T000000",220000,3,2.25,1400,7205,"1",0,0,3,7,1140,260,1985,0,"98030",47.349,-122.166,1970,7252 +"1777600230","20140506T000000",610000,4,3,2450,10117,"1",0,0,5,8,1580,870,1967,0,"98006",47.5694,-122.132,2530,10125 +"5101400862","20140512T000000",499950,3,1,980,6380,"1",0,0,3,7,760,220,1941,0,"98115",47.692,-122.308,1390,6380 +"5317100325","20150303T000000",883000,4,2.5,2800,6874,"2",0,0,3,9,2170,630,1990,0,"98112",47.6215,-122.29,1430,6240 +"9324800455","20141023T000000",436000,2,1,1240,8100,"1.5",0,2,3,7,1240,0,1925,0,"98125",47.7326,-122.288,2790,8100 +"0880000208","20141213T000000",320000,3,2.5,1610,1356,"2",0,0,3,8,1240,370,2007,0,"98106",47.5257,-122.361,1270,1314 +"1223089081","20140530T000000",425000,3,1.75,1510,44000,"1",0,0,3,7,1240,270,1989,0,"98045",47.4851,-121.716,2290,36242 +"5556800150","20140515T000000",204700,4,2,1670,9987,"1",0,0,3,7,1670,0,1967,0,"98001",47.3406,-122.284,1640,7280 +"4174600331","20140717T000000",384000,6,3,2320,4502,"1",0,0,4,7,1200,1120,1987,0,"98108",47.5552,-122.3,1160,5628 +"5419801120","20150113T000000",314000,3,2.75,1900,8200,"2",0,0,4,7,1900,0,1984,0,"98031",47.402,-122.183,1620,8200 +"3649100674","20150430T000000",535000,3,2.5,2390,6263,"2",0,0,3,9,2390,0,2003,0,"98028",47.7379,-122.248,2390,11761 +"1525069058","20140626T000000",568000,4,1.75,2110,265716,"1",0,0,4,8,2110,0,1979,0,"98053",47.657,-122.026,2110,110597 +"7202000220","20150501T000000",426000,4,1.5,1470,5850,"1",0,0,4,7,810,660,1973,0,"98052",47.7,-122.129,1290,7300 +"7129301001","20141209T000000",675000,4,2.75,2670,6780,"2",0,3,5,8,1630,1040,1908,0,"98118",47.5131,-122.256,2400,5989 +"8860500150","20140613T000000",380000,4,2.5,2540,6365,"2",0,0,3,8,1870,670,2000,0,"98055",47.4608,-122.215,2290,5942 +"7384500110","20140723T000000",685000,3,2.5,3450,8000,"3",0,0,4,8,2970,480,1927,1975,"98116",47.5605,-122.402,1880,6135 +"0622069123","20140819T000000",429000,3,2,1700,52826,"1",0,0,3,7,1700,0,1991,0,"98058",47.4164,-122.092,2480,114728 +"0164000361","20150421T000000",799000,4,1.5,1810,6583,"1",0,0,3,7,1500,310,1968,0,"98133",47.7273,-122.351,860,8670 +"3438500790","20140920T000000",318500,5,1.75,1550,6986,"1",0,0,3,7,1030,520,1978,0,"98106",47.5503,-122.356,1550,6986 +"2024059110","20150420T000000",925000,3,3.25,4110,20900,"2",0,0,3,9,2630,1480,2002,0,"98006",47.5506,-122.187,2640,14700 +"7338400945","20150224T000000",420000,3,1.5,2080,5000,"1",0,0,3,7,1300,780,1963,0,"98118",47.5322,-122.29,1860,5000 +"0809003160","20141218T000000",570000,2,1,1100,4000,"1",0,0,3,7,1100,0,1906,0,"98109",47.6388,-122.35,1590,4000 +"8650700090","20140813T000000",1.0525e+006,4,2.75,3950,12840,"2",0,0,5,8,3950,0,1960,0,"98040",47.5489,-122.219,2350,12507 +"8151600663","20140917T000000",333000,3,1,1250,8450,"1",0,0,4,7,1250,0,1954,0,"98146",47.503,-122.364,1350,9300 +"7352200100","20150224T000000",1.36e+006,2,1.75,2620,14138,"2",1,4,3,8,2120,500,1931,1991,"98125",47.7142,-122.277,1830,8279 +"1952200220","20140603T000000",660000,3,2.5,2290,2798,"3",0,0,4,9,2290,0,1953,1983,"98102",47.641,-122.315,2260,5000 +"1568100300","20140917T000000",350000,6,4.5,3500,8504,"2",0,0,3,7,3500,0,1980,0,"98155",47.7351,-122.295,1550,8460 +"1568100300","20150121T000000",682500,6,4.5,3500,8504,"2",0,0,3,7,3500,0,1980,0,"98155",47.7351,-122.295,1550,8460 +"2113700485","20141210T000000",399990,5,2.75,1690,4000,"1",0,0,5,7,970,720,1943,0,"98106",47.5312,-122.354,1240,4000 +"1454600156","20140625T000000",860000,5,3.25,4500,9648,"2",0,4,4,8,3000,1500,1968,0,"98125",47.7262,-122.282,2780,21132 +"4204400201","20141021T000000",216180,2,1,1120,7797,"1",0,0,3,6,1120,0,1948,0,"98055",47.4871,-122.22,2180,7200 +"8856890330","20140915T000000",300000,4,2.25,1740,9613,"2",0,0,5,8,1740,0,1989,0,"98058",47.463,-122.125,1680,9769 +"1922059278","20141014T000000",145000,3,1,1010,11880,"1",0,0,3,7,1010,0,1960,0,"98030",47.3762,-122.219,1150,9435 +"1922059278","20150305T000000",255000,3,1,1010,11880,"1",0,0,3,7,1010,0,1960,0,"98030",47.3762,-122.219,1150,9435 +"6623400356","20140702T000000",250000,3,1.75,1200,24805,"1",0,0,3,6,1200,0,1984,0,"98031",47.4236,-122.195,2150,4339 +"9407111250","20141029T000000",245000,3,1,1020,8625,"1",0,0,3,7,1020,0,1978,0,"98045",47.4465,-121.77,1290,9440 +"5422570760","20141014T000000",445000,3,1.75,1850,7056,"2.5",0,0,4,8,1850,0,1979,0,"98052",47.6602,-122.13,1970,7056 +"4036800910","20140514T000000",562000,3,1.5,1830,8000,"1",0,0,4,7,1830,0,1957,0,"98008",47.6017,-122.122,1310,7500 +"0259600530","20140505T000000",501000,4,1,2070,7519,"1",0,0,3,7,1160,910,1963,0,"98008",47.632,-122.119,1730,7519 +"6303400981","20150113T000000",190000,3,1.75,1160,5850,"1",0,0,4,6,1160,0,1918,0,"98146",47.5064,-122.356,1110,8382 +"7701990300","20140516T000000",862500,4,2.75,3280,24440,"2",0,0,3,10,3280,0,1996,0,"98077",47.7073,-122.07,3490,25138 +"5700002510","20140611T000000",1.085e+006,5,2.5,2340,6000,"2",0,0,4,10,2340,0,1922,0,"98144",47.5764,-122.287,2350,6000 +"2011400230","20140626T000000",575000,5,3,3690,49709,"1",0,2,3,9,2690,1000,1960,0,"98198",47.3908,-122.32,2590,8691 +"1921069059","20141230T000000",250000,1,1,720,123710,"1",0,0,4,6,720,0,1935,0,"98092",47.2893,-122.084,1860,297514 +"1471700410","20150506T000000",310000,7,1.5,2660,15111,"1.5",0,0,4,7,2660,0,1962,0,"98059",47.4644,-122.066,1710,15429 +"2102700025","20141009T000000",1.4e+006,5,3.25,4300,9270,"2",0,3,3,10,2910,1390,1957,2009,"98116",47.5717,-122.409,2780,6610 +"4222300040","20141216T000000",284850,3,1.5,1590,8256,"1",0,1,3,7,1090,500,1969,0,"98003",47.3488,-122.304,1950,7840 +"3649100676","20150219T000000",570000,4,2.5,2590,7910,"2",0,0,3,9,2590,0,2003,0,"98028",47.7378,-122.248,2110,11761 +"0372000040","20141003T000000",304000,3,1.75,1720,6000,"1",0,2,3,7,1000,720,1954,0,"98178",47.4999,-122.223,1690,6000 +"7312200040","20141216T000000",560000,4,2.5,1790,9787,"1",0,2,4,8,1240,550,1983,0,"98056",47.5344,-122.189,1790,9787 +"6052400975","20140826T000000",325000,3,1,1590,8160,"1",0,1,3,7,1090,500,1954,0,"98198",47.4013,-122.321,1540,10500 +"0826000495","20150206T000000",557510,4,2,1580,4800,"1.5",0,2,3,7,1580,0,1912,0,"98136",47.5454,-122.383,1580,4800 +"8731900880","20150420T000000",305000,4,2.25,2580,8820,"1",0,0,4,9,1620,960,1967,0,"98023",47.3122,-122.376,2140,8400 +"1523059100","20140902T000000",320000,5,1,1740,27350,"1",0,0,4,5,1740,0,1958,0,"98059",47.4809,-122.153,2760,10749 +"2597550090","20140905T000000",455000,5,2.25,3470,28212,"1.5",0,0,4,8,2790,680,1978,0,"98042",47.3342,-122.108,2020,28177 +"3581000210","20140904T000000",383001,3,1,1180,7210,"1",0,0,4,7,1180,0,1963,0,"98034",47.7267,-122.241,1700,7210 +"4048400191","20140605T000000",545000,3,1.75,1700,51649,"1.5",0,0,5,6,1700,0,1931,0,"98059",47.4704,-122.076,1100,39504 +"7578200025","20150408T000000",487500,2,1,1190,5000,"1",0,0,3,7,1190,0,1925,0,"98116",47.5717,-122.382,1600,5000 +"2379300330","20140702T000000",345000,5,2.5,2450,6994,"2",0,0,3,8,2450,0,2002,0,"98030",47.3572,-122.192,1940,6035 +"8917100180","20140604T000000",583000,6,2.75,2630,16411,"1",0,0,4,8,1650,980,1974,0,"98052",47.6309,-122.093,2250,12255 +"3395300180","20140812T000000",534950,3,2.25,2130,12286,"2",0,0,3,8,2130,0,1977,0,"98052",47.6471,-122.114,2130,10158 +"0369000690","20140812T000000",403504,4,1,1060,5750,"1",0,0,3,6,950,110,1904,0,"98199",47.6562,-122.389,1790,5857 +"7977200720","20150427T000000",500000,3,1.75,1480,6120,"1.5",0,0,3,7,1480,0,1946,0,"98115",47.6858,-122.295,1480,6120 +"2322069175","20150224T000000",319502,3,1.75,1610,38707,"1",0,0,3,7,1610,0,1990,0,"98010",47.3778,-122.001,1930,45151 +"2324039100","20141112T000000",525000,4,2.75,2440,5080,"2",0,0,3,8,1750,690,1960,0,"98126",47.5547,-122.379,1920,6375 +"5631500866","20140506T000000",563000,4,3,3100,15480,"2",0,0,3,8,2400,700,1996,0,"98028",47.7466,-122.241,2000,42500 +"2877101745","20140804T000000",898500,4,2.75,2890,5000,"1.5",0,0,3,8,1990,900,1911,2014,"98117",47.6768,-122.363,1080,3750 +"0721069087","20140507T000000",651000,3,2.5,3240,108366,"2",0,0,4,10,3240,0,1991,0,"98042",47.327,-122.094,2090,108366 +"7934000145","20141201T000000",450000,4,2.75,2900,6400,"2",0,0,3,7,2040,860,1911,1970,"98136",47.5563,-122.393,1340,6144 +"6072760360","20150321T000000",665000,4,2.25,2650,8149,"1",0,0,4,8,1610,1040,1975,0,"98006",47.5624,-122.176,2290,8019 +"6021501635","20141102T000000",825000,4,2.5,2560,4000,"2",0,0,5,8,1610,950,1929,0,"98117",47.6885,-122.386,1760,4000 +"1821059067","20140625T000000",200000,3,1,1150,4800,"1.5",0,0,4,6,1150,0,1938,0,"98002",47.3101,-122.212,1310,9510 +"3295750610","20140904T000000",295000,3,2,1760,6092,"1",0,0,3,7,1760,0,1998,0,"98030",47.3838,-122.184,2590,6255 +"2926059146","20141215T000000",748000,4,2.5,3220,8379,"2",0,0,3,10,3220,0,2004,0,"98034",47.7043,-122.192,2720,7635 +"9429500146","20140714T000000",580000,3,2.5,3200,18750,"1",0,0,2,9,2660,540,1967,1996,"98027",47.5717,-122.12,3200,22475 +"7893207490","20150212T000000",275000,3,1,1250,10744,"1",0,0,3,6,1250,0,1942,0,"98198",47.4226,-122.327,1500,10710 +"8945300110","20150326T000000",196000,3,1,1000,8470,"1",0,0,4,6,1000,0,1963,0,"98023",47.3056,-122.37,1020,8470 +"8151600610","20140522T000000",235750,2,1,740,11250,"1",0,0,2,6,740,0,1938,0,"98146",47.5036,-122.362,1390,11250 +"2923049399","20150323T000000",315000,3,2.25,2170,8480,"1",0,0,3,8,2170,0,1965,0,"98148",47.4562,-122.33,2080,8452 +"3260810110","20140825T000000",338000,4,2.5,2370,10631,"2",0,0,3,8,2370,0,1999,0,"98003",47.3473,-122.302,2200,8297 +"5104530770","20150121T000000",353000,4,2.5,2300,4249,"2",0,0,3,8,2300,0,2006,0,"98038",47.3516,-122,2390,4385 +"8661000033","20140627T000000",235000,3,1.75,1400,6300,"1",0,0,3,7,1400,0,1998,0,"98022",47.2074,-122.001,1400,8490 +"4017050820","20150320T000000",569999,3,2.5,3080,13880,"2",0,0,3,9,3080,0,1990,0,"98038",47.3726,-122.025,2780,15318 +"0226039279","20140918T000000",505000,4,2.25,2350,12540,"2",0,0,3,8,2350,0,1968,0,"98177",47.7732,-122.382,2090,7964 +"1338800785","20150306T000000",1.234e+006,4,3,2660,4600,"1.5",0,0,3,8,1820,840,1906,2002,"98112",47.6258,-122.305,2350,4600 +"2921049079","20140514T000000",299000,2,1.75,1250,34395,"1",0,0,4,7,1250,0,1950,0,"98003",47.2802,-122.316,1910,26042 +"5113260040","20141016T000000",240000,3,2,1100,6360,"1",0,0,3,7,1100,0,1991,0,"98038",47.3878,-122.052,1620,6360 +"3124059023","20150213T000000",1.955e+006,3,1.75,3330,12566,"1",1,4,4,8,1940,1390,1960,0,"98040",47.5287,-122.22,3730,16560 +"5351200265","20140911T000000",1.265e+006,4,3.25,3640,3604,"2",0,2,5,9,1960,1680,1913,0,"98122",47.6145,-122.284,1940,4600 +"2591010150","20150414T000000",405000,2,1.75,1350,2653,"2",0,0,3,7,1350,0,1986,0,"98033",47.6934,-122.184,1370,4115 +"6163900821","20140624T000000",304000,4,2,1310,8454,"1",0,0,4,7,1310,0,1953,0,"98155",47.7572,-122.318,1320,8274 +"2310060230","20141010T000000",272000,4,2.25,1800,5555,"2",0,0,3,7,1800,0,2003,0,"98038",47.3498,-122.052,1810,5669 +"4449800315","20140620T000000",412000,2,1,1260,3960,"1",0,0,3,6,690,570,1925,0,"98117",47.6899,-122.391,1250,3960 +"3299600120","20140718T000000",698000,4,2.5,2990,7231,"2",0,0,3,9,2990,0,2001,0,"98075",47.5623,-122.032,3160,8339 +"2490200615","20140609T000000",400000,2,1,1140,5100,"1",0,0,3,7,1140,0,1942,0,"98136",47.5323,-122.383,1230,5100 +"1565950230","20141120T000000",305000,3,2.5,2100,6825,"2",0,0,3,8,2100,0,1994,0,"98055",47.4314,-122.189,2180,7614 +"6402700110","20140910T000000",585000,4,2,2400,12753,"1",0,0,4,7,2400,0,1962,0,"98033",47.6947,-122.177,1830,12060 +"5029450100","20140812T000000",190000,2,1.5,1400,9031,"1",0,0,3,7,960,440,1982,0,"98023",47.2915,-122.368,1450,7658 +"7525530590","20140720T000000",760000,4,2.5,2990,12788,"2",0,0,3,10,2990,0,1988,0,"98075",47.5601,-122.037,3250,12212 +"0226059103","20140527T000000",570000,3,1.75,1930,36210,"1",0,0,3,8,1930,0,1977,0,"98072",47.7692,-122.128,1930,35060 +"6197200021","20141106T000000",144000,3,1,980,6800,"1",0,0,3,6,980,0,1946,0,"98058",47.4411,-122.186,1140,9975 +"7227500910","20140624T000000",139000,2,1,690,5280,"1",0,0,4,5,690,0,1942,0,"98056",47.4953,-122.187,1140,4860 +"5100402644","20141119T000000",525000,4,1.5,1430,6380,"1.5",0,0,4,7,1130,300,1945,0,"98115",47.6942,-122.319,1570,6380 +"0748000205","20140716T000000",293000,1,1,1110,5421,"1",0,0,3,6,1110,0,1935,0,"98177",47.7322,-122.359,1230,8100 +"7899800476","20150427T000000",267100,2,2.5,1250,1580,"2",0,0,3,7,1030,220,2005,0,"98106",47.5243,-122.36,1250,1361 +"3885804390","20150421T000000",1.5e+006,4,3.25,3470,5222,"2",0,0,3,10,2830,640,2005,0,"98033",47.6845,-122.209,3090,6758 +"1796370150","20141028T000000",240000,3,2.25,1500,15334,"2",0,0,4,7,1500,0,1992,0,"98042",47.3719,-122.091,1530,8102 +"7935000625","20150409T000000",975000,3,2.5,2530,7000,"2.5",0,4,3,9,2530,0,1915,1999,"98136",47.5465,-122.398,2380,7000 +"1761300100","20140618T000000",279950,5,1.75,2150,7171,"1",0,0,4,7,1460,690,1970,0,"98031",47.3952,-122.176,1710,7300 +"1112700150","20150127T000000",405000,3,1.75,1260,7373,"1",0,0,4,7,1260,0,1979,0,"98034",47.7296,-122.233,1360,7373 +"2622049052","20140516T000000",400000,3,2.5,2740,83199,"2",0,4,3,9,2740,0,1973,0,"98032",47.3581,-122.266,2500,29269 +"0423000035","20141124T000000",225000,3,1,960,6500,"1",0,0,4,5,960,0,1954,0,"98056",47.497,-122.171,1150,6500 +"1555300490","20141229T000000",250000,3,1,1520,7800,"1",0,0,4,7,1120,400,1967,0,"98032",47.3784,-122.29,1740,8000 +"6802210450","20150331T000000",272950,3,2.25,1570,9096,"1",0,0,4,7,1180,390,1991,0,"98022",47.1937,-121.99,1570,8418 +"7853310150","20140722T000000",625000,5,1,3240,5324,"2",0,0,3,9,3240,0,2007,0,"98065",47.523,-121.875,3240,6036 +"4086300065","20140718T000000",670000,3,1.75,1280,2147,"1.5",0,0,4,7,1280,0,1910,0,"98102",47.6362,-122.324,2010,2640 +"0809003085","20150401T000000",1.065e+006,3,2.5,2130,3545,"3",0,0,5,9,2130,0,1990,0,"98109",47.6389,-122.349,1970,3464 +"0259100110","20140618T000000",540000,3,1.75,1970,8200,"1",0,0,5,8,1420,550,1963,0,"98177",47.7602,-122.363,2140,8000 +"2316800100","20141105T000000",525000,3,2.5,2990,6725,"2",0,0,3,9,2990,0,2003,0,"98059",47.4928,-122.142,2790,6725 +"6414600051","20150303T000000",425000,2,1,1160,17700,"1",0,0,3,7,1160,0,1947,0,"98133",47.7244,-122.331,1440,9000 +"1704900206","20140602T000000",465500,3,1.75,1890,7004,"1",0,0,3,7,1290,600,1965,0,"98118",47.5557,-122.28,1440,5378 +"7853301240","20140717T000000",443500,3,2.5,2170,5866,"2",0,0,3,7,2170,0,2006,0,"98065",47.5403,-121.889,2440,5798 +"3420069055","20141203T000000",350000,4,2.25,1570,499571,"1",0,3,4,7,1570,0,1972,0,"98022",47.1808,-122.023,1700,181708 +"1726069198","20140918T000000",850000,3,2.5,3260,91911,"2",0,0,4,9,3260,0,1984,0,"98077",47.737,-122.074,2520,65775 +"4468400211","20150220T000000",205000,3,2.25,1250,952,"3",0,0,3,8,1250,0,2008,0,"98133",47.7098,-122.333,1250,1030 +"1864900230","20140626T000000",315000,4,2.5,1940,10200,"1",0,0,4,8,1140,800,1977,0,"98042",47.4157,-122.161,1920,12600 +"8079040490","20140623T000000",470000,3,2.5,2150,8221,"2",0,0,3,8,2150,0,1992,0,"98059",47.5085,-122.15,2490,7951 +"7856400410","20140729T000000",1.1e+006,4,2.25,3310,8540,"1",0,4,4,9,1660,1650,1973,0,"98006",47.5603,-122.158,3450,9566 +"1825079018","20141120T000000",340000,3,1.75,3400,46382,"1",0,0,3,7,2050,1350,1979,0,"98053",47.6458,-121.955,2320,20624 +"5151600120","20140618T000000",310000,4,2.5,2660,12672,"1",0,0,4,8,1740,920,1960,0,"98003",47.3334,-122.323,2280,12477 +"4024101050","20140602T000000",305000,3,1,950,13475,"1",0,0,3,7,950,0,1950,0,"98155",47.7543,-122.306,1240,8910 +"2854800090","20140710T000000",307150,3,1.5,1480,6752,"1",0,0,4,7,1480,0,1959,0,"98056",47.4993,-122.176,1450,8023 +"1726600120","20140701T000000",729032,4,2.5,2840,12866,"1",0,0,4,9,1780,1060,1977,0,"98005",47.6388,-122.167,2840,13209 +"0627300195","20150303T000000",750000,5,2.5,3240,9960,"1",0,1,3,8,2020,1220,1958,0,"98008",47.5858,-122.112,2730,10400 +"2140900100","20150203T000000",289000,4,2.5,1961,3207,"2",0,0,3,7,1961,0,2006,0,"98042",47.3507,-122.16,1961,3401 +"0446000150","20150415T000000",480000,3,1,1100,5700,"1",0,0,3,7,1100,0,1950,0,"98115",47.6883,-122.282,1560,6588 +"7436500120","20150219T000000",529000,3,1.75,1500,7367,"1",0,0,3,8,1500,0,1974,0,"98033",47.6722,-122.167,1920,7579 +"6917700195","20140728T000000",585000,3,1.75,1480,4800,"2",0,0,4,7,1140,340,1944,0,"98199",47.6567,-122.397,1810,4800 +"4377000100","20140925T000000",704000,4,2.75,2510,12500,"1",0,0,5,8,2050,460,1976,0,"98052",47.6278,-122.11,2200,12088 +"0925049278","20150304T000000",607000,4,2,1490,4054,"1.5",0,0,5,7,1490,0,1926,0,"98115",47.6744,-122.301,1510,3889 +"7558750120","20150310T000000",580000,3,2.25,2190,8188,"2",0,0,3,8,1810,380,1978,0,"98052",47.6883,-122.113,2190,8374 +"7856610490","20140805T000000",875000,5,2.5,2530,8564,"2",0,0,4,8,2530,0,1976,0,"98006",47.5622,-122.153,2480,8714 +"9346930100","20141015T000000",610000,4,2.5,2440,9350,"1",0,0,4,8,1560,880,1976,0,"98006",47.5614,-122.13,2260,8500 +"0114100763","20140728T000000",230000,3,0.75,1040,15000,"1",0,0,3,6,1040,0,1941,0,"98028",47.7639,-122.234,1410,19000 +"7214700580","20140608T000000",510000,4,2.25,2450,62290,"2",0,0,3,8,2450,0,1976,0,"98077",47.7603,-122.074,2450,41181 +"4237901075","20150305T000000",733000,4,2.5,2210,5002,"1",0,0,3,7,1370,840,1977,0,"98199",47.6637,-122.401,1970,4920 +"0302000375","20140814T000000",169100,3,2,1050,18304,"1",0,0,4,7,1050,0,1953,0,"98001",47.3206,-122.269,1690,15675 +"0302000375","20150506T000000",250000,3,2,1050,18304,"1",0,0,4,7,1050,0,1953,0,"98001",47.3206,-122.269,1690,15675 +"6843300090","20141103T000000",500000,4,2.25,2730,35100,"2",0,0,3,8,2730,0,1977,0,"98075",47.5913,-122.012,2730,36677 +"3524039144","20141007T000000",700000,2,1,1620,9855,"1",0,4,3,8,1320,300,1948,0,"98136",47.5264,-122.384,1820,7700 +"1787250210","20141222T000000",379000,4,2.75,2410,5225,"2",0,0,3,8,2410,0,2001,0,"98058",47.4244,-122.151,2300,5378 +"3022079080","20140715T000000",650000,4,2.5,3420,222156,"2",0,0,3,9,3420,0,2002,0,"98010",47.3608,-121.97,3340,222156 +"2402100205","20141119T000000",412133,2,1,920,4400,"1",0,0,3,7,920,0,1948,0,"98103",47.6903,-122.332,1560,4600 +"1973800150","20150402T000000",480000,4,2.25,2330,14190,"1",0,0,3,8,1740,590,1962,0,"98034",47.718,-122.242,2330,14190 +"5315100805","20141218T000000",650000,3,1.75,1940,10245,"1",0,0,3,7,1940,0,1957,0,"98040",47.5833,-122.241,2720,11448 +"8682262240","20150330T000000",505000,2,2.5,1900,5065,"2",0,0,3,8,1900,0,2005,0,"98053",47.7175,-122.034,1350,4664 +"9541600490","20150505T000000",931088,4,2.5,3510,17400,"1",0,0,4,9,1930,1580,1957,0,"98005",47.5963,-122.171,2730,12120 +"0686200490","20140926T000000",570000,4,1.75,1860,7700,"1",0,0,4,8,1860,0,1964,0,"98008",47.626,-122.112,1860,7700 +"8121101380","20140813T000000",475000,3,1,1380,4635,"1",0,0,4,6,1380,0,1919,0,"98144",47.57,-122.285,1790,4635 +"9198600035","20140805T000000",240000,6,1.75,2210,8594,"1",0,0,3,7,1310,900,1959,0,"98188",47.4594,-122.273,1850,8594 +"0322069141","20150114T000000",462000,4,2.5,2640,47480,"1",0,0,4,8,1590,1050,1979,0,"98038",47.4258,-122.021,2390,67415 +"2523039054","20150210T000000",1.115e+006,3,2.5,4530,22873,"2",0,2,5,8,3220,1310,1912,0,"98166",47.4567,-122.369,3100,18210 +"1446401540","20140916T000000",243000,3,1,1500,6600,"1",0,0,2,6,1500,0,1970,0,"98168",47.4845,-122.33,1730,6600 +"9541600015","20150211T000000",660000,4,2.25,2010,15375,"1",0,0,4,8,2010,0,1957,0,"98005",47.5956,-122.174,1930,15375 +"7352200025","20141013T000000",1.19e+006,2,1.75,2080,8112,"1",1,4,4,8,1040,1040,1939,1984,"98125",47.7134,-122.277,2030,8408 +"0853600150","20140524T000000",1.68e+006,4,4.25,5584,68257,"2",0,0,3,11,5584,0,1998,0,"98014",47.6113,-121.952,5030,101901 +"9208900037","20140919T000000",6.885e+006,6,7.75,9890,31374,"2",0,4,3,13,8860,1030,2001,0,"98039",47.6305,-122.24,4540,42730 +"7853230720","20140910T000000",368000,3,2.5,2080,4307,"2",0,0,3,7,2080,0,2004,0,"98065",47.53,-121.848,2080,4947 +"8562750220","20141120T000000",811500,5,4.25,3970,4500,"2",0,0,3,9,2860,1110,2004,0,"98027",47.5402,-122.069,3480,4500 +"3995700325","20140604T000000",275000,2,1,770,8149,"1",0,0,5,6,770,0,1948,0,"98155",47.7406,-122.302,770,8150 +"2387400120","20140929T000000",650000,4,2.5,2500,6005,"2",0,0,3,9,2500,0,2001,0,"98033",47.6922,-122.174,2680,7200 +"0822039146","20150219T000000",485000,3,2,2410,50654,"1.5",0,0,3,7,2410,0,1995,0,"98070",47.4154,-122.458,1900,36300 +"1925069183","20140815T000000",425000,3,2.5,1340,10018,"1",0,0,4,7,1340,0,1976,0,"98052",47.6366,-122.094,2520,13068 +"6205500580","20141210T000000",530000,3,2.5,2640,13775,"1",0,0,3,8,1550,1090,1978,0,"98005",47.5875,-122.177,2120,12432 +"8835400805","20140522T000000",657000,4,1.75,2740,8520,"1",0,2,3,8,1370,1370,1954,0,"98118",47.5445,-122.263,2740,9286 +"1518000230","20141231T000000",315000,4,2.75,1580,3770,"1",0,0,3,7,1080,500,2002,0,"98019",47.7368,-121.968,1740,3800 +"4053200410","20140513T000000",273000,4,1.5,2180,22870,"1",0,0,4,6,1280,900,1954,1975,"98042",47.3187,-122.081,2420,22614 +"2141300620","20140915T000000",550000,3,2.75,1960,13252,"1",0,0,5,8,1240,720,1975,0,"98006",47.5582,-122.139,2040,9866 +"3278602170","20141215T000000",347000,2,2.25,1560,1705,"2",0,0,3,8,1270,290,2006,0,"98126",47.5482,-122.374,1560,1758 +"3876310300","20140606T000000",525000,5,2.75,2440,8000,"1",0,0,4,7,1240,1200,1972,0,"98034",47.7283,-122.17,1780,8391 +"8141200027","20140925T000000",490000,3,1.5,990,1343,"2",0,0,3,8,840,150,2007,0,"98112",47.6236,-122.306,1350,2521 +"3034200543","20141229T000000",500000,3,2.25,2210,7916,"2",0,0,3,8,2210,0,1978,0,"98133",47.7175,-122.339,1450,7955 +"7787050180","20150128T000000",585000,3,2.75,3080,7282,"2",0,0,3,9,3080,0,2008,0,"98059",47.4826,-122.149,3080,7274 +"3760500475","20141106T000000",926500,4,2.75,2900,17802,"1",0,2,3,9,1750,1150,1981,0,"98034",47.7004,-122.229,2900,15720 +"9301301145","20141024T000000",465000,1,1,1020,3200,"1",0,0,3,7,1020,0,1927,0,"98109",47.6361,-122.343,1670,3480 +"5615100330","20150327T000000",200000,4,2,1900,8160,"1",0,0,3,7,1900,0,1975,0,"98022",47.2114,-121.986,1280,6532 +"4139500410","20150126T000000",1.68e+006,6,4.75,5770,16747,"2",0,3,3,12,4500,1270,1998,0,"98006",47.5512,-122.11,4470,14571 +"0722039087","20140923T000000",220500,2,1,990,57499,"1",0,0,2,6,990,0,1949,0,"98070",47.4145,-122.463,2090,27442 +"0722039087","20150504T000000",329000,2,1,990,57499,"1",0,0,2,6,990,0,1949,0,"98070",47.4145,-122.463,2090,27442 +"8129700644","20140703T000000",715000,3,4,2080,2250,"3",0,4,3,8,2080,0,1997,0,"98103",47.6598,-122.355,2080,2250 +"8129700644","20150424T000000",780000,3,4,2080,2250,"3",0,4,3,8,2080,0,1997,0,"98103",47.6598,-122.355,2080,2250 +"4443800385","20140818T000000",410000,2,1,1480,4080,"1",0,0,3,7,1050,430,1949,0,"98117",47.6842,-122.393,1310,4080 +"4443800385","20150506T000000",778100,2,1,1480,4080,"1",0,0,3,7,1050,430,1949,0,"98117",47.6842,-122.393,1310,4080 +"7405700015","20150330T000000",406000,3,1,1090,11292,"1",0,0,4,7,1090,0,1952,0,"98133",47.7429,-122.358,1570,8198 +"2780400035","20140505T000000",665000,4,2.5,2800,5900,"1",0,0,3,8,1660,1140,1963,0,"98115",47.6809,-122.286,2580,5900 +"5562100325","20141125T000000",305000,2,1,1000,8212,"1",0,0,4,7,1000,0,1947,0,"98133",47.7444,-122.341,1620,8214 +"7437101030","20140822T000000",265000,3,2.5,1640,7668,"2",0,0,3,7,1640,0,1991,0,"98038",47.3505,-122.027,1850,7200 +"3856904610","20141002T000000",485000,4,1,1620,4080,"1.5",0,0,3,7,1620,0,1923,0,"98105",47.6696,-122.324,1760,4080 +"1423069095","20140507T000000",600000,3,2.5,2460,108900,"1",0,0,4,9,1860,600,1977,0,"98027",47.4824,-122,2870,102366 +"2523400205","20150421T000000",510000,2,1.5,1860,5100,"1",0,0,3,7,1060,800,1940,0,"98136",47.5573,-122.392,1710,5100 +"3530420110","20140521T000000",195000,2,1,1080,3899,"1",0,0,4,8,1080,0,1972,0,"98198",47.3792,-122.321,1090,3899 +"6046401030","20140528T000000",432500,3,1.75,1980,5100,"1",0,0,3,7,1270,710,1965,0,"98103",47.6911,-122.347,1400,5100 +"8563000770","20141210T000000",490000,3,1.75,1510,8433,"1",0,0,4,7,1220,290,1967,0,"98008",47.6226,-122.103,1950,8199 +"2215900180","20140711T000000",270000,3,2.5,1690,7165,"2",0,0,4,7,1690,0,1992,0,"98038",47.3498,-122.058,1410,8590 +"2771602450","20140826T000000",370000,2,1.5,1010,2102,"2",0,0,3,7,1010,0,1984,0,"98119",47.6374,-122.375,1480,2632 +"0722059233","20141215T000000",327500,3,2.5,2090,12027,"2",0,0,3,8,2090,0,1991,0,"98031",47.4084,-122.213,2090,12666 +"1257201095","20150323T000000",826000,2,1,1060,6120,"1",0,0,3,7,1060,0,1908,0,"98103",47.6739,-122.329,1730,4080 +"4391600035","20140701T000000",510000,3,1.75,1750,7020,"2",0,0,3,7,1750,0,1934,1978,"98010",47.3264,-122.038,1170,9546 +"0625049310","20150311T000000",587750,2,1,890,4730,"1",0,0,3,7,890,0,1941,0,"98103",47.6876,-122.341,1330,5904 +"0424059100","20150327T000000",449228,5,2.5,3020,24750,"1",0,0,3,8,1650,1370,1965,0,"98005",47.5897,-122.179,2930,16062 +"1422029138","20140902T000000",565000,3,2.5,2030,217805,"1",0,0,3,9,2030,0,1999,0,"98070",47.3942,-122.515,1870,109468 +"2723069146","20150424T000000",660000,4,2.5,3170,186436,"2",0,0,3,9,3170,0,2000,0,"98038",47.4475,-122.034,3250,215186 +"5112800042","20141203T000000",400000,5,2.75,2470,19200,"1",0,0,5,8,1250,1220,1977,0,"98058",47.4496,-122.083,2140,35140 +"0579002870","20140506T000000",612500,4,2,2060,5000,"1",0,0,3,7,1030,1030,1949,2013,"98117",47.6992,-122.379,1280,5000 +"2461900790","20150313T000000",560000,4,1.75,2120,6250,"1",0,0,5,7,1060,1060,1917,0,"98136",47.5506,-122.385,1410,6250 +"6788200360","20140903T000000",727000,3,2.25,2180,4200,"1.5",0,0,5,8,1520,660,1939,0,"98112",47.6412,-122.302,1850,4200 +"1018000110","20150423T000000",224000,4,3,2300,7609,"2",0,0,4,7,2300,0,1976,0,"98002",47.2943,-122.227,940,5937 +"7701960720","20141017T000000",1.08e+006,4,2.5,4200,35267,"2",0,0,3,11,4200,0,1990,0,"98077",47.7108,-122.071,3540,22234 +"9477201530","20150423T000000",439000,3,2.25,1480,7565,"1",0,0,3,7,1220,260,1977,0,"98034",47.7288,-122.191,1660,7565 +"1821069072","20140508T000000",335000,3,1.5,2240,87625,"1.5",0,0,2,7,1480,760,1980,0,"98092",47.3043,-122.094,1920,110206 +"5035300572","20141016T000000",779000,4,1.5,2740,4912,"1",0,0,4,8,1370,1370,1937,0,"98199",47.6523,-122.412,2160,5006 +"1023089019","20140730T000000",452000,5,1.75,1830,47916,"1.5",0,0,3,6,1830,0,1948,0,"98045",47.4881,-121.777,2010,13135 +"2710600015","20150327T000000",775000,4,3,2000,5304,"1.5",0,0,4,7,2000,0,1947,0,"98115",47.6762,-122.285,1670,5304 +"1502400300","20140916T000000",235000,3,1.75,1380,8362,"1",0,0,3,7,1380,0,1967,0,"98003",47.3121,-122.323,1380,8800 +"4045700115","20141028T000000",370000,3,1.75,1620,37913,"2",0,0,4,7,1620,0,1953,1975,"98001",47.2875,-122.289,2190,21518 +"7504010590","20141114T000000",790000,4,3,3180,12070,"2",0,0,4,9,3180,0,1976,0,"98074",47.6371,-122.058,3110,12600 +"4389200610","20141201T000000",903000,2,1.5,1140,7800,"1",0,0,4,6,1140,0,1947,0,"98004",47.6142,-122.209,2020,7800 +"1321039076","20140627T000000",209950,3,1,970,9583,"1",0,0,4,6,970,0,1967,0,"98023",47.3044,-122.366,970,7875 +"4123800180","20140827T000000",309000,3,2.5,1780,7859,"2",0,0,3,7,1780,0,1988,0,"98038",47.3772,-122.045,1670,6618 +"6415100410","20140609T000000",440000,3,1.75,2240,8153,"1",0,0,3,7,1120,1120,1948,0,"98125",47.7303,-122.329,1710,8100 +"4420600015","20141006T000000",571500,4,2.25,2810,25990,"2",0,0,3,8,1860,950,1959,0,"98001",47.2993,-122.293,2020,16140 +"3856901880","20140815T000000",514000,2,1,920,4000,"1",0,0,4,7,920,0,1906,0,"98105",47.6711,-122.328,1300,4000 +"3878900395","20140728T000000",323000,3,1.75,1830,12500,"1",0,1,3,7,1200,630,1947,0,"98178",47.5087,-122.25,1830,7300 +"9183701345","20141103T000000",290000,2,1.75,1560,7575,"1",0,0,3,8,1560,0,2002,0,"98030",47.3776,-122.228,2050,9000 +"7768700300","20141205T000000",2.575e+006,4,4.25,5540,15408,"2",0,1,3,11,4280,1260,2006,0,"98004",47.6071,-122.212,3570,14750 +"3536900110","20141009T000000",1.3625e+006,3,2,2310,21318,"1",0,0,3,10,2310,0,1979,1996,"98004",47.6381,-122.224,2950,21814 +"7518503830","20140723T000000",551000,4,1.5,1470,5100,"1.5",0,0,3,7,1470,0,1946,0,"98117",47.6769,-122.381,1470,5100 +"2125059161","20141023T000000",960000,4,2.5,3430,43560,"1.5",0,2,5,10,3430,0,1979,0,"98005",47.6426,-122.18,3700,44431 +"2597520720","20141103T000000",720000,5,2.5,2900,9525,"2",0,0,3,9,2900,0,1989,0,"98006",47.5442,-122.138,2910,11854 +"0109200730","20140506T000000",218000,3,1.75,1850,7684,"1",0,0,3,8,1320,530,1979,0,"98023",47.2975,-122.37,1940,7630 +"2621750110","20141223T000000",334950,4,2.5,2190,7000,"2",0,0,3,8,2190,0,1997,0,"98042",47.3718,-122.109,2040,7700 +"8644400040","20140729T000000",605000,4,2.25,2510,31584,"2",0,0,4,9,2510,0,1979,0,"98074",47.6153,-122.054,2510,39221 +"4237901345","20141217T000000",825000,4,3.25,3200,4477,"2",0,0,3,9,2390,810,2006,0,"98199",47.664,-122.402,1830,4920 +"8731982250","20140812T000000",268500,4,1.75,1670,8000,"1",0,0,4,8,1670,0,1974,0,"98023",47.3193,-122.383,1720,8000 +"7942100180","20140627T000000",230000,3,1.75,1010,9600,"1",0,0,5,7,1010,0,1969,0,"98042",47.3828,-122.09,1320,9600 +"3324079089","20141121T000000",1.335e+006,4,4,5050,202554,"2",0,0,3,10,3260,1790,2000,0,"98027",47.5269,-121.922,3370,213444 +"7147800015","20150401T000000",245500,2,1.5,1430,9782,"1",0,0,3,7,1430,0,1955,0,"98188",47.441,-122.282,1430,9828 +"2826049023","20140729T000000",440000,3,2.25,1880,7989,"1",0,0,3,7,1280,600,1982,0,"98125",47.7077,-122.299,1820,7414 +"3905081530","20141007T000000",571500,4,2.75,2180,5799,"2",0,0,4,8,2180,0,1993,0,"98029",47.5702,-121.995,2060,6061 +"9543000945","20150427T000000",182500,3,2.25,1830,4744,"2",0,0,3,7,1830,0,1997,0,"98001",47.2734,-122.248,1670,8001 +"0402000145","20141028T000000",217000,2,1,970,5600,"1",0,0,3,6,970,0,1951,0,"98118",47.5297,-122.277,1020,5600 +"4364200015","20150109T000000",335000,2,1.5,1170,5248,"1",0,0,5,6,1170,0,1941,0,"98126",47.5318,-122.374,1170,5120 +"2979800845","20140524T000000",501000,2,1,1010,4320,"1",0,0,5,7,1010,0,1924,0,"98115",47.6846,-122.317,1680,4320 +"7230900120","20141027T000000",339950,3,2.5,2140,7641,"1",0,0,3,8,1290,850,1979,0,"98056",47.5053,-122.186,2090,8000 +"5018200155","20150121T000000",340000,3,1.75,2230,10403,"1",0,0,3,8,1630,600,1968,0,"98198",47.4092,-122.295,1730,9450 +"6743700317","20150204T000000",582500,2,1,1140,23779,"1.5",0,0,3,6,1140,0,1966,0,"98033",47.6948,-122.172,2940,8417 +"3738900035","20140825T000000",298800,2,1,860,8189,"1",0,0,3,6,860,0,1948,0,"98155",47.735,-122.306,1180,8189 +"1328300040","20150312T000000",317500,6,1.75,2540,8400,"1",0,0,3,8,1340,1200,1977,0,"98058",47.4414,-122.129,1900,7695 +"0952000495","20150402T000000",598000,4,2.5,2420,5118,"1.5",0,2,5,7,1550,870,1926,0,"98126",47.5671,-122.378,1740,5750 +"7996700220","20150430T000000",375000,2,2.25,1640,2240,"2",0,0,3,8,1640,0,1980,0,"98133",47.7154,-122.341,1640,2240 +"7972601445","20150116T000000",465000,4,2.25,2550,7650,"2",0,2,4,9,2550,0,1996,0,"98106",47.5296,-122.342,2550,7650 +"3751601785","20150225T000000",551870,3,2.5,2507,18400,"2",0,0,3,8,2507,0,2006,0,"98001",47.2867,-122.27,1520,14709 +"7212650650","20140508T000000",295000,3,2.5,1920,7229,"2",0,0,3,8,1920,0,1993,0,"98003",47.2659,-122.31,2310,8009 +"2413300730","20140924T000000",263500,4,1.75,2210,6375,"1",0,0,3,8,1640,570,1977,0,"98003",47.3268,-122.328,2070,7210 +"8127700735","20140616T000000",1.095e+006,4,4,3530,8400,"2",0,0,5,8,2630,900,1958,0,"98199",47.6402,-122.395,2340,8216 +"2113701080","20141112T000000",300000,2,1,1100,4010,"1.5",0,0,5,6,1100,0,1920,0,"98106",47.5296,-122.351,980,4501 +"5700000120","20140722T000000",780000,4,1,3390,4500,"1.5",0,0,3,8,2190,1200,1924,2014,"98144",47.5824,-122.293,2030,4872 +"3172600031","20150327T000000",325000,3,1.5,1590,7936,"1",0,0,3,7,1590,0,1956,0,"98106",47.5201,-122.366,1590,7936 +"0066000265","20140807T000000",370000,2,1,820,6550,"1",0,0,3,7,820,0,1949,2012,"98126",47.5478,-122.381,1640,6550 +"4045800040","20140725T000000",715000,4,2.5,2370,10000,"1",0,0,5,8,1660,710,1974,0,"98052",47.6383,-122.099,2480,9875 +"1430800100","20150116T000000",356000,4,2,1600,12500,"1",0,0,5,7,1600,0,1938,0,"98166",47.4713,-122.355,1260,8306 +"2473411240","20150324T000000",329950,4,1.75,1740,7208,"1.5",0,0,3,8,1740,0,1976,0,"98058",47.4483,-122.13,1680,7350 +"2877100985","20140623T000000",490000,3,2.25,1470,2500,"2",0,0,3,8,1080,390,1984,0,"98117",47.6762,-122.36,1640,4300 +"4310701575","20140610T000000",429000,3,3.25,1410,1246,"3",0,0,3,8,1410,0,2005,0,"98103",47.6981,-122.34,1410,1253 +"7715801030","20150331T000000",510000,4,2.5,1620,8125,"2",0,0,4,7,1620,0,1983,0,"98074",47.6255,-122.059,1480,8120 +"7202331050","20140924T000000",550000,3,2.5,2360,4080,"2",0,0,3,7,2360,0,2003,0,"98053",47.6825,-122.038,2290,4080 +"8820903555","20150105T000000",467500,3,1,1830,6453,"1",0,0,4,7,1830,0,1956,0,"98125",47.7139,-122.288,1670,8012 +"5708500315","20140623T000000",615000,5,2,2130,4180,"1.5",0,0,5,7,1270,860,1926,0,"98116",47.575,-122.388,1710,4180 +"0526059103","20141013T000000",325000,2,1,990,15120,"1",0,0,4,6,990,0,1953,0,"98011",47.7669,-122.206,1300,11500 +"1352300315","20140808T000000",219950,2,1,1010,4120,"2",0,0,3,6,1010,0,1907,1953,"98055",47.488,-122.2,1200,4120 +"3307700150","20150413T000000",950000,3,1,1720,9830,"1",0,0,4,7,1720,0,1946,0,"98040",47.5905,-122.245,3200,8923 +"0809001400","20140922T000000",925000,3,1,1630,3200,"1.5",0,0,4,8,1630,0,1912,0,"98109",47.6351,-122.352,1710,3600 +"6123600090","20140519T000000",251200,4,1.5,1310,8250,"1",0,0,3,7,1060,250,1953,0,"98148",47.425,-122.332,1260,8255 +"8651401720","20140918T000000",215000,3,1.5,1610,5304,"1",0,0,4,6,1610,0,1968,0,"98042",47.3632,-122.087,1060,5304 +"6386700110","20140805T000000",245000,3,2,1850,8208,"1",0,0,4,7,1180,670,1970,0,"98023",47.3109,-122.362,1790,8174 +"8100900115","20150206T000000",259000,3,1.75,1270,4815,"1.5",0,0,3,6,980,290,1922,0,"98108",47.5495,-122.31,1270,6431 +"7549801395","20141113T000000",349950,4,1.5,1420,6720,"1.5",0,0,3,7,1420,0,1925,0,"98108",47.5518,-122.311,1560,5600 +"0226059096","20141118T000000",1.565e+006,5,4.5,5220,67319,"2",0,0,3,11,5220,0,2001,0,"98072",47.7666,-122.128,4190,40609 +"6021502070","20150508T000000",600000,2,1,1410,4500,"1",0,0,3,7,1020,390,1939,0,"98117",47.6883,-122.384,1300,4500 +"2767603608","20141002T000000",405000,2,1.5,1170,1274,"3",0,0,3,8,1170,0,2001,0,"98107",47.6719,-122.381,1290,1308 +"0425059103","20141202T000000",625000,3,2.5,1860,10027,"2",0,0,3,8,1860,0,1993,0,"98033",47.6775,-122.165,1530,9204 +"1624079057","20140717T000000",430000,4,1,1620,37075,"1.5",0,0,3,7,1620,0,1943,0,"98024",47.5654,-121.929,2190,87117 +"1931300688","20150429T000000",533000,3,3,1280,1085,"3",0,0,3,8,1280,0,2004,0,"98103",47.6569,-122.346,1300,1310 +"7732650120","20140728T000000",1.05e+006,4,2.5,2750,9949,"2",0,0,3,10,2750,0,1999,0,"98007",47.6595,-122.147,2750,9860 +"0179001425","20141024T000000",230000,3,1.75,1420,3000,"1",0,0,3,5,710,710,1931,2014,"98178",47.4928,-122.274,1960,5000 +"5469300330","20140905T000000",275000,4,1.75,2000,8700,"1",0,0,5,7,1010,990,1975,0,"98042",47.374,-122.141,1490,7350 +"3678900110","20140610T000000",403000,2,1,1100,3598,"1",0,0,4,7,1100,0,1926,0,"98144",47.5738,-122.313,1240,3598 +"3388300730","20140910T000000",550388,3,3,1720,70567,"1",0,2,5,7,1720,0,1966,0,"98027",47.4936,-122.069,2740,70567 +"4037600115","20140922T000000",415500,3,1.5,1240,12400,"1",0,0,3,7,1240,0,1958,0,"98007",47.607,-122.132,1640,9600 +"4083302485","20150420T000000",913000,3,1.75,2170,4000,"1",0,0,4,7,1110,1060,1925,0,"98103",47.6546,-122.337,1890,4000 +"7857000716","20150313T000000",334998,2,1,1800,5182,"1",0,0,3,6,900,900,1942,0,"98108",47.5508,-122.3,1570,5876 +"8857600490","20140509T000000",201500,3,1,1160,8320,"1",0,0,4,7,1160,0,1959,0,"98032",47.3831,-122.288,1480,7800 +"0925069100","20150327T000000",820000,3,2.5,3030,46538,"2",0,0,3,10,3030,0,1997,0,"98053",47.664,-122.041,3370,51450 +"4077800518","20140611T000000",371000,3,1,890,7200,"1",0,0,3,7,890,0,1951,0,"98125",47.71,-122.286,1630,7455 +"2212200100","20141022T000000",229950,4,2.5,2150,7670,"1",0,0,5,7,1240,910,1976,0,"98031",47.3942,-122.189,1610,7350 +"2212200100","20150422T000000",344900,4,2.5,2150,7670,"1",0,0,5,7,1240,910,1976,0,"98031",47.3942,-122.189,1610,7350 +"5100403876","20140820T000000",840000,3,2.5,2060,9715,"2",0,0,3,8,2060,0,1924,2006,"98115",47.6961,-122.316,1240,7072 +"0821049191","20140916T000000",285000,3,1.5,1380,12196,"1",0,0,4,7,1380,0,1967,0,"98003",47.3204,-122.322,1600,10720 +"0126039599","20150326T000000",475000,4,2.25,1800,7200,"1",0,0,3,7,1230,570,1979,0,"98177",47.7717,-122.376,2260,7498 +"1218000195","20150303T000000",420000,2,1,1460,7832,"1",0,0,3,6,1460,0,1924,0,"98166",47.4617,-122.346,1460,7632 +"9287800375","20141030T000000",685000,3,2,2210,5000,"1.5",0,2,3,7,1710,500,1909,0,"98103",47.6754,-122.357,1920,5000 +"0926069140","20140721T000000",879000,4,3,3590,89640,"2",0,0,3,10,3590,0,2005,0,"98077",47.7557,-122.036,2790,54014 +"2407000145","20150120T000000",197200,3,1,1140,8775,"1",0,0,3,6,990,150,1942,0,"98146",47.4824,-122.336,1300,8775 +"0452001280","20140703T000000",529950,3,1,1240,5000,"1.5",0,0,5,7,1240,0,1909,0,"98107",47.6755,-122.367,1240,4900 +"0425069020","20140505T000000",1.09e+006,4,2.5,4340,141570,"2.5",0,0,3,11,4340,0,1992,0,"98053",47.6805,-122.048,2720,97138 +"4232901120","20140520T000000",792000,3,1.5,1570,1050,"2",0,0,3,8,1570,0,1915,0,"98109",47.6358,-122.356,2070,3600 +"4233400490","20140820T000000",262000,3,2.5,1680,10300,"2",0,0,4,7,1680,0,1994,0,"98010",47.314,-122.001,1680,9849 +"4302201005","20141007T000000",353900,3,1.75,1560,5760,"1",0,0,5,6,780,780,1927,0,"98106",47.5272,-122.359,1320,7680 +"2026079055","20140818T000000",380000,1,1.5,1200,44866,"1.5",0,0,3,7,1200,0,1983,0,"98019",47.7205,-121.93,1480,67082 +"5104510120","20150327T000000",305000,3,2.5,1690,5175,"2",0,0,3,7,1690,0,2002,0,"98038",47.3564,-122.016,1830,5175 +"7857003851","20150420T000000",440000,4,2,2310,5004,"1",0,0,3,7,1430,880,1994,0,"98108",47.5471,-122.298,1630,5060 +"1257202430","20140617T000000",1.008e+006,4,3.5,2650,3060,"2",0,0,3,9,2060,590,2001,0,"98103",47.6735,-122.332,1470,3060 +"5104511530","20140919T000000",549900,5,3,3610,7555,"2",0,0,3,8,3610,0,2003,0,"98038",47.3534,-122.012,3610,7979 +"0522069111","20150127T000000",678500,4,3,2620,214750,"2",0,0,3,8,2620,0,1992,0,"98058",47.4239,-122.068,2060,212137 +"5379804537","20140826T000000",270000,3,2.25,1760,8287,"1",0,0,3,7,1160,600,1986,0,"98188",47.4501,-122.274,1290,9587 +"3034200410","20150330T000000",430000,3,1,940,12521,"1.5",0,0,4,7,940,0,1949,0,"98133",47.7169,-122.331,1920,9046 +"5700003630","20140630T000000",1.925e+006,5,4.25,4830,8050,"2.5",0,2,4,11,3710,1120,1914,0,"98144",47.5789,-122.286,4470,9194 +"7203220410","20140813T000000",790500,4,2.75,3350,5416,"2",0,0,3,9,3350,0,2014,0,"98053",47.6849,-122.016,3625,5637 +"2426049168","20141017T000000",447450,3,2.25,1570,7200,"2",0,0,3,8,1570,0,1991,0,"98034",47.7332,-122.232,1620,7318 +"9828701565","20150209T000000",375000,3,2,2240,5200,"1",0,0,3,7,1630,610,1954,0,"98112",47.6191,-122.296,1470,3775 +"0259600620","20150206T000000",565000,4,2,1950,9940,"1",0,0,4,7,1950,0,1963,0,"98008",47.6332,-122.118,1920,9270 +"5312100040","20150423T000000",400000,2,1,1010,3916,"1",0,2,4,6,810,200,1918,0,"98144",47.5728,-122.306,1580,3888 +"1938400040","20150220T000000",246000,3,1.5,1630,10200,"1",0,0,4,8,1300,330,1976,0,"98023",47.3155,-122.364,1960,6700 +"6632900405","20141029T000000",329922,3,1.75,1420,6289,"1",0,0,3,7,1100,320,1967,0,"98155",47.7398,-122.314,1460,7402 +"2125059123","20150414T000000",1.249e+006,5,3.25,3950,44431,"1",0,0,3,10,2100,1850,1969,0,"98005",47.6451,-122.173,3860,45870 +"6411600113","20150420T000000",375000,3,1,1210,7425,"1",0,0,4,6,1210,0,1910,0,"98133",47.7125,-122.33,1260,7425 +"6381500035","20140508T000000",385000,3,1.75,1890,9920,"1",0,0,3,7,1230,660,1944,0,"98125",47.7327,-122.306,1380,9086 +"7518500985","20140903T000000",591500,4,2.5,1690,4080,"1.5",0,0,4,7,1140,550,1912,0,"98117",47.6825,-122.379,1600,4590 +"5149800040","20140918T000000",255000,4,2,2560,12155,"1",0,0,4,7,1350,1210,1960,0,"98003",47.3326,-122.323,1790,11906 +"3211000930","20150316T000000",275000,3,1.5,1350,7800,"1",0,0,3,7,1350,0,1959,0,"98059",47.4805,-122.158,1510,8040 +"1853081250","20141229T000000",800000,4,2.75,3120,5000,"2",0,0,3,9,3120,0,2010,0,"98074",47.594,-122.062,3200,5000 +"6632300040","20150425T000000",327000,2,1,1140,7435,"1",0,0,3,7,1140,0,1952,1990,"98125",47.73,-122.31,1320,9385 +"6117501755","20141230T000000",355000,4,1.5,2230,11536,"1",0,1,4,7,1220,1010,1954,0,"98166",47.4409,-122.348,2170,12465 +"6163900411","20141003T000000",310000,2,1,1050,8220,"1",0,0,4,6,780,270,1947,0,"98155",47.7598,-122.316,1340,7651 +"1924069039","20140519T000000",869000,5,3.25,4180,49222,"2",0,0,4,8,2880,1300,1979,0,"98027",47.5488,-122.094,3170,8029 +"4058801065","20140808T000000",272000,3,2,1200,5700,"1",0,0,5,7,1200,0,1942,0,"98178",47.5031,-122.242,1190,6384 +"1223089038","20140711T000000",665000,5,2.25,3320,60984,"2",0,0,3,9,3320,0,2000,0,"98045",47.4862,-121.718,1580,55322 +"5420800090","20141117T000000",225000,3,2.5,1590,8449,"2",0,0,3,7,1590,0,1989,0,"98030",47.3493,-122.177,1750,7172 +"2591720360","20141226T000000",375000,3,2.5,2750,37096,"2",0,0,3,9,2750,0,1989,0,"98038",47.3732,-122.023,2700,40091 +"9286750100","20140610T000000",375500,3,1.5,1530,7200,"1",0,0,3,8,1530,0,1975,0,"98155",47.7691,-122.297,2150,7216 +"2392100090","20150402T000000",550000,3,1.75,1570,6500,"1",0,0,3,7,920,650,1948,0,"98116",47.565,-122.398,1570,5750 +"4302201085","20140918T000000",248000,3,1,1470,7680,"1",0,0,3,7,1220,250,1946,0,"98106",47.5276,-122.359,1470,6784 +"4302201085","20150506T000000",546940,3,1,1470,7680,"1",0,0,3,7,1220,250,1946,0,"98106",47.5276,-122.359,1470,6784 +"7215730580","20140902T000000",680000,4,3,3150,6175,"2",0,0,3,9,3150,0,2001,0,"98075",47.5968,-122.017,3150,6986 +"2095500120","20140718T000000",350000,4,2.5,2380,6124,"2",0,0,3,8,2380,0,1997,0,"98030",47.3662,-122.175,2170,6097 +"0136000220","20150325T000000",593000,2,2.5,2000,2500,"3",0,1,3,8,1810,190,1994,0,"98116",47.5788,-122.396,1970,5650 +"3834000720","20150319T000000",390000,2,1,1140,8147,"1",0,0,3,7,1140,0,1958,0,"98125",47.7278,-122.289,1260,8148 +"3523029077","20141007T000000",297000,3,1,1340,18000,"1",0,0,4,7,1340,0,1924,0,"98070",47.4443,-122.509,1660,196591 +"0042000065","20150305T000000",355000,2,1,1450,9150,"1",0,0,4,7,1450,0,1965,0,"98188",47.4689,-122.277,1440,10636 +"3275330120","20140814T000000",309900,3,2.5,2020,26670,"2",0,0,3,7,2020,0,1987,0,"98003",47.2597,-122.31,1680,10939 +"2312400230","20140924T000000",257000,3,2.25,1810,12000,"2",0,0,3,7,1810,0,1992,0,"98003",47.3476,-122.3,1720,9916 +"3472800065","20140826T000000",1.698e+006,4,3,3600,9687,"2",0,0,4,9,3600,0,1959,1995,"98004",47.6257,-122.208,2620,10400 +"7518501140","20150113T000000",300000,3,2,1260,2550,"2",0,0,3,7,1260,0,1987,0,"98117",47.6821,-122.378,1590,3825 +"9126100815","20141217T000000",500000,3,2,1560,1156,"3",0,0,3,8,1560,0,2014,0,"98122",47.605,-122.304,1560,1728 +"2769600590","20141016T000000",900000,8,4,4020,7500,"1",0,0,3,8,2010,2010,1968,0,"98107",47.6732,-122.363,1560,3737 +"7215730040","20140515T000000",695000,4,3,3150,9130,"2",0,0,3,9,3150,0,2001,0,"98075",47.5974,-122.017,2970,6228 +"8155760040","20141218T000000",213400,4,2.5,1680,6655,"2",0,0,3,7,1680,0,2001,0,"98030",47.3867,-122.191,1680,6982 +"1376800220","20140709T000000",425000,2,1,1320,8830,"1",0,0,3,7,1020,300,1939,0,"98199",47.6433,-122.404,1620,8531 +"3623059101","20140811T000000",420000,3,3,2700,47050,"2",0,0,4,9,1570,1130,1986,0,"98058",47.4446,-122.104,2260,45901 +"7010701016","20150209T000000",411000,1,1,1080,5000,"1.5",0,0,3,7,1080,0,1948,0,"98199",47.6603,-122.394,1620,4000 +"1025069210","20150209T000000",762500,4,2.25,3130,41382,"2",0,0,3,9,3130,0,1986,0,"98053",47.6683,-122.034,3130,54886 +"0721049096","20140527T000000",569950,5,4.5,4850,40902,"2",0,0,3,10,4850,0,2001,0,"98023",47.3181,-122.344,1640,13503 +"7347600210","20150424T000000",258000,4,1,1220,8500,"1.5",0,0,5,6,1220,0,1916,0,"98168",47.4792,-122.277,1460,8500 +"3630030180","20150224T000000",499000,3,2.25,1780,3665,"2",0,0,3,8,1780,0,2004,0,"98029",47.5495,-121.997,1770,3669 +"9353300820","20150511T000000",310000,3,1,1250,10723,"1",0,0,4,7,1250,0,1961,0,"98059",47.4894,-122.135,1520,10723 +"4310702876","20141103T000000",398500,2,2.5,1780,1311,"3",0,0,3,8,1350,430,2005,0,"98103",47.6962,-122.34,1390,1227 +"5647900120","20140613T000000",250600,4,2.5,1930,8660,"1",0,0,3,7,1120,810,1981,0,"98001",47.3261,-122.26,1830,9591 +"4123800580","20140812T000000",352000,4,2.5,2470,6116,"1",0,0,3,7,1420,1050,1985,0,"98038",47.3792,-122.047,1670,7627 +"6169901006","20140715T000000",600000,2,1,1180,2160,"1",0,1,3,7,940,240,1909,0,"98119",47.6313,-122.368,2700,5400 +"3735901080","20150324T000000",645000,3,1,2270,4182,"1",0,0,4,7,1170,1100,1946,0,"98115",47.688,-122.32,1860,4080 +"5104520620","20140724T000000",291500,4,2.5,1770,5000,"2",0,0,3,7,1770,0,2004,0,"98038",47.3503,-122.005,2080,5100 +"2422049107","20140508T000000",350000,4,1.75,2250,13515,"1",0,0,4,8,2150,100,1940,0,"98030",47.3789,-122.229,2150,12508 +"3260700360","20140919T000000",279000,3,2.5,1540,7280,"1",0,0,3,7,1080,460,1974,0,"98003",47.3102,-122.322,1220,6440 +"1862400057","20150304T000000",320000,2,1,820,5400,"1",0,0,3,6,820,0,1940,0,"98117",47.6976,-122.375,1370,5632 +"8682262720","20150310T000000",495000,2,2,1580,5203,"1",0,0,3,8,1580,0,2004,0,"98053",47.7174,-122.032,1560,4770 +"3183110180","20140828T000000",490000,4,2.5,2430,42646,"1",0,0,3,7,1450,980,1989,0,"98014",47.6164,-121.953,2000,38159 +"7986400360","20140717T000000",770000,5,1.5,2160,5000,"1.5",0,2,4,8,2160,0,1926,0,"98107",47.6645,-122.36,1450,4265 +"1789900065","20140709T000000",215000,3,1.75,1770,29004,"1",0,0,3,8,1770,0,1959,0,"98023",47.3204,-122.364,2300,24534 +"0222069057","20150330T000000",665000,3,3.5,3580,95832,"1.5",0,0,3,9,3580,0,2005,0,"98038",47.4239,-122.015,2880,60548 +"3822200164","20140819T000000",423500,3,2.25,1890,7498,"1",0,0,3,7,1190,700,1987,0,"98125",47.73,-122.297,1660,8100 +"1931300665","20141009T000000",850000,3,3,1910,4800,"1.5",0,0,3,9,1910,0,1900,1991,"98103",47.6572,-122.346,1280,1310 +"1443500385","20140513T000000",155000,2,1,910,6232,"1",0,0,3,6,910,0,1943,0,"98118",47.5328,-122.272,1070,6232 +"0259600410","20150413T000000",505000,3,2.25,1460,7210,"1",0,0,3,7,1460,0,1963,0,"98008",47.6316,-122.119,1850,7519 +"3630120880","20150227T000000",780000,3,3.5,3310,5558,"2",0,0,3,9,3310,0,2005,0,"98029",47.5553,-122.003,3310,5270 +"2822049210","20140825T000000",165000,3,1.5,1630,22764,"1",0,0,3,7,1630,0,1970,0,"98032",47.3611,-122.293,1620,17859 +"6821100015","20140828T000000",707000,2,2.5,2130,5001,"1",0,0,5,8,1330,800,1972,0,"98199",47.6573,-122.399,1750,6000 +"2267000458","20150501T000000",497000,3,2.5,1220,1475,"3",0,0,3,8,1220,0,2000,0,"98117",47.6909,-122.395,1220,1546 +"2976800115","20141105T000000",349170,4,1.75,1670,8856,"1",0,2,3,7,1070,600,1955,0,"98178",47.5056,-122.251,1660,8088 +"7436600090","20150102T000000",287000,4,1.5,1300,10050,"1.5",0,0,3,7,1300,0,1963,0,"98059",47.4899,-122.116,1730,10050 +"6072800205","20141119T000000",2.375e+006,4,2.5,3220,20251,"1",0,0,3,10,3220,0,1969,0,"98006",47.5692,-122.192,4200,22114 +"3296000110","20140602T000000",645000,4,2.5,2430,14400,"1",0,0,5,8,1670,760,1963,0,"98007",47.6202,-122.138,2140,9048 +"5054800110","20141016T000000",238000,5,2.25,2240,9652,"2",0,0,3,7,2240,0,1990,0,"98055",47.4249,-122.211,2180,11644 +"5054800110","20150213T000000",328000,5,2.25,2240,9652,"2",0,0,3,7,2240,0,1990,0,"98055",47.4249,-122.211,2180,11644 +"7443000652","20141103T000000",365000,2,1.5,790,1123,"2",0,0,3,8,700,90,2003,0,"98119",47.651,-122.368,1370,1281 +"3995700220","20150317T000000",380000,3,1,1380,8147,"1",0,0,4,7,1380,0,1948,0,"98155",47.7407,-122.3,1360,8147 +"4191400090","20150310T000000",525000,4,1.5,1680,10500,"2",0,0,3,7,1680,0,1962,0,"98033",47.6806,-122.166,1830,10264 +"7518505070","20140625T000000",402000,4,2.25,2000,3672,"2",0,0,5,7,1650,350,1926,0,"98117",47.6769,-122.383,2000,5100 +"9144300110","20150424T000000",308000,2,1,1680,9250,"1",0,0,3,7,860,820,1969,0,"98072",47.7618,-122.162,1590,9542 +"7853301930","20141009T000000",405000,3,2.5,1960,6997,"2",0,0,3,7,1960,0,2006,0,"98065",47.5415,-121.887,2320,5178 +"3586500770","20140923T000000",808000,3,1.75,2590,32380,"1",0,0,3,8,2590,0,1951,1994,"98177",47.7539,-122.37,2340,28456 +"7203100730","20150210T000000",875000,4,3.5,3790,6874,"2.5",0,0,3,9,3790,0,2010,0,"98053",47.6956,-122.022,3370,6535 +"8644400180","20150319T000000",860000,3,2.5,2370,55321,"3",0,0,4,8,2370,0,1982,0,"98074",47.6148,-122.057,2590,41553 +"2071500011","20140811T000000",367500,4,2.25,1930,7925,"1",0,0,3,8,1300,630,1960,0,"98155",47.7626,-122.312,1930,7200 +"5423600100","20140805T000000",604000,6,3.5,2580,13572,"1",0,0,3,8,1290,1290,1987,0,"98052",47.6796,-122.113,2020,11656 +"3734900110","20150204T000000",230000,2,0.75,890,19703,"1",0,0,3,6,890,0,1934,0,"98045",47.4922,-121.783,1270,9800 +"2126049154","20141217T000000",435000,4,2.75,2160,8148,"1",0,0,3,7,1410,750,1978,0,"98125",47.7261,-122.306,2060,8100 +"1864700300","20141010T000000",347500,4,2.5,1970,7098,"2",0,0,3,7,1970,0,2007,0,"98038",47.3576,-122.058,1970,5361 +"1310930100","20150318T000000",525000,4,1.75,1570,16697,"1",0,2,3,7,1030,540,1981,0,"98052",47.671,-122.135,1560,9698 +"8103000110","20140603T000000",280000,2,1.5,1480,15641,"1",0,0,4,7,1480,0,1940,0,"98146",47.5008,-122.366,1520,7525 +"8103000110","20150205T000000",490000,2,1.5,1480,15641,"1",0,0,4,7,1480,0,1940,0,"98146",47.5008,-122.366,1520,7525 +"7227501765","20150323T000000",265000,4,1.75,1430,5490,"1",0,0,5,6,1430,0,1942,0,"98056",47.494,-122.184,1030,5900 +"0824069188","20140902T000000",645000,4,2.25,2720,18295,"1",0,0,4,8,2000,720,1979,0,"98075",47.5851,-122.073,2720,18295 +"1402000210","20150427T000000",390000,3,2.25,2420,31497,"1",0,0,4,8,1750,670,1964,0,"98058",47.4422,-122.151,2040,30472 +"5412400180","20150417T000000",267500,3,2.5,1400,7629,"1",0,0,3,7,1120,280,1988,0,"98030",47.3788,-122.179,1530,7688 +"8894200150","20141217T000000",1.275e+006,4,3.5,5844,10766,"2",0,1,3,11,5844,0,2007,0,"98023",47.3293,-122.364,3413,10766 +"4037500110","20140506T000000",404000,4,1.75,1840,10720,"1",0,0,3,7,960,880,1958,0,"98008",47.6074,-122.125,1840,9044 +"1843100540","20150429T000000",380000,3,2.25,2530,12042,"2",0,0,3,8,2530,0,1989,0,"98042",47.3742,-122.125,2480,10172 +"7856620210","20140808T000000",812500,4,2.75,2810,10300,"1",0,0,4,9,1810,1000,1978,0,"98006",47.5626,-122.149,2710,9900 +"0425200145","20140703T000000",265000,3,1,1020,8610,"1",0,0,5,7,1020,0,1959,0,"98056",47.4974,-122.169,1070,5940 +"6073300750","20140709T000000",480000,5,2.75,2550,7725,"1",0,0,5,8,1390,1160,1967,0,"98056",47.5388,-122.171,2450,7725 +"6450301220","20140916T000000",264000,1,1,710,4725,"1",0,0,3,6,710,0,1939,0,"98133",47.7328,-122.34,900,5250 +"3401700150","20150423T000000",1.35e+006,5,3,5530,38816,"1.5",0,2,3,10,5530,0,1969,1994,"98072",47.7352,-122.116,3800,44417 +"7200001254","20140709T000000",550000,4,1.75,2150,9000,"1",0,0,4,7,1110,1040,1966,0,"98052",47.6812,-122.113,2040,9000 +"9828201745","20150504T000000",615000,2,1.5,880,2400,"1.5",0,0,3,7,880,0,1929,0,"98122",47.6144,-122.295,1220,4440 +"9238500410","20140519T000000",464000,3,1.75,1630,28600,"1",0,0,3,8,1630,0,1967,0,"98072",47.7742,-122.14,2260,26000 +"2587910180","20140716T000000",365000,3,1,1380,30940,"2",0,0,3,8,1380,0,1976,0,"98042",47.334,-122.106,2350,32500 +"8663200450","20140715T000000",490000,4,2.25,2800,10800,"1",0,0,3,8,1680,1120,1977,0,"98011",47.7448,-122.177,2260,9800 +"1310960220","20140626T000000",280927,4,2.25,2070,7350,"2",0,0,4,8,2070,0,1977,0,"98032",47.3615,-122.274,2080,7210 +"0396100110","20140516T000000",282613,2,1,830,6017,"1",0,0,4,6,830,0,1954,0,"98133",47.7466,-122.334,1340,6040 +"7785350490","20141023T000000",675000,3,2.25,2770,15886,"2",0,0,3,10,2770,0,1982,0,"98177",47.7464,-122.362,3290,15886 +"1795900210","20140518T000000",575550,4,2.5,2060,7475,"1",0,0,3,8,1440,620,1985,0,"98052",47.7272,-122.105,2280,8396 +"1796370730","20140520T000000",259900,3,2,1490,7770,"1",0,0,4,7,1490,0,1990,0,"98042",47.3686,-122.09,1540,7366 +"7787100210","20141209T000000",450000,4,2.25,2120,8267,"2",0,0,3,8,2120,0,1996,0,"98045",47.4885,-121.779,2150,7746 +"1137450120","20140729T000000",487500,4,2.5,2810,6296,"2",0,0,3,9,2810,0,2013,0,"98059",47.5019,-122.151,2850,6140 +"1921059303","20150128T000000",275000,4,2.25,2400,17842,"2",0,0,4,7,2400,0,1973,0,"98002",47.2866,-122.217,1610,12100 +"6699000610","20140811T000000",305000,3,2.5,2460,5027,"2",0,0,3,8,2460,0,2002,0,"98042",47.372,-122.102,2740,5000 +"3621059048","20141010T000000",395000,3,1.75,2030,217800,"1",0,2,4,8,2030,0,1977,0,"98092",47.2618,-122.12,2570,216057 +"2620069077","20150422T000000",215000,3,1,880,7648,"1",0,2,4,6,880,0,1940,0,"98022",47.1963,-121.997,1020,7566 +"3083000910","20140708T000000",410000,3,2,1320,6000,"1.5",0,0,4,7,1320,0,1920,0,"98144",47.5752,-122.304,1620,4000 +"0192600100","20140626T000000",440000,4,2.5,2160,7826,"1",0,0,4,7,1390,770,1976,0,"98155",47.7754,-122.276,2190,9900 +"5608010750","20140829T000000",1.16e+006,4,3.5,4190,15724,"2",0,2,3,11,4190,0,1994,0,"98027",47.5518,-122.096,3300,10113 +"6140100150","20141125T000000",500000,4,2,2280,7200,"1",0,0,4,7,2280,0,1956,0,"98133",47.7132,-122.355,1100,7620 +"9550203690","20141120T000000",961000,5,2.75,2590,6120,"2",0,0,3,8,2590,0,1909,0,"98105",47.6667,-122.327,1390,3060 +"5423010180","20140724T000000",825000,4,2.25,2770,9340,"2",0,0,4,9,2770,0,1979,0,"98027",47.5628,-122.081,3010,9340 +"2919200665","20141103T000000",734000,3,1.75,2145,3840,"1.5",0,0,5,8,2145,0,1910,0,"98103",47.6875,-122.357,1140,3840 +"2122059199","20141002T000000",490000,4,4.25,4480,5715,"2",0,0,3,7,3680,800,2003,0,"98030",47.373,-122.179,2190,6070 +"3601200017","20140702T000000",175000,4,2.5,1780,6000,"2",0,0,3,7,1780,0,1991,0,"98198",47.3828,-122.302,1630,6000 +"2658000115","20140618T000000",190000,1,1,720,4800,"1",0,0,3,6,720,0,1914,0,"98118",47.5303,-122.27,1240,4860 +"7349400610","20140812T000000",305000,4,2.25,2050,12581,"2",0,0,4,7,2050,0,1978,0,"98002",47.3215,-122.204,1620,7400 +"0868001790","20150316T000000",1.3e+006,3,1,2040,7936,"1",0,3,5,8,1680,360,1940,0,"98177",47.7028,-122.385,2300,10080 +"1105000015","20140609T000000",417000,2,1,920,6600,"1",0,0,3,6,920,0,1919,2003,"98118",47.5452,-122.27,1510,5944 +"2919201385","20141113T000000",275000,2,1,680,4190,"1",0,0,2,5,680,0,1906,0,"98103",47.6901,-122.358,1070,4175 +"7202470100","20141210T000000",661000,3,2.5,1940,8196,"2",0,0,3,8,1940,0,1991,0,"98052",47.6786,-122.151,2070,8514 +"2832100910","20140708T000000",435000,4,2.75,2230,9640,"1",0,0,3,8,1320,910,1998,0,"98125",47.7269,-122.325,2100,9600 +"4100000040","20141023T000000",788000,5,2.25,2910,9454,"1",0,1,3,8,1910,1000,1972,0,"98005",47.5871,-122.173,2400,10690 +"9320100090","20140610T000000",1.795e+006,5,3.25,5270,17232,"2",0,1,3,10,4010,1260,1977,2003,"98040",47.5536,-122.228,3550,13917 +"2589300180","20140630T000000",408000,5,3.25,2820,6589,"1.5",0,0,3,7,2320,500,1906,2014,"98118",47.5357,-122.273,1560,5647 +"0357000025","20141020T000000",570000,2,1,1790,3760,"1.5",0,0,4,8,1490,300,1912,0,"98144",47.5926,-122.293,1458,3760 +"3179100180","20150507T000000",1.54e+006,5,3.25,2920,6960,"2",0,1,3,9,2120,800,1953,2008,"98105",47.6712,-122.272,2470,6735 +"2487700065","20140505T000000",400000,2,1,840,5510,"1",0,0,3,7,840,0,1955,0,"98136",47.5247,-122.391,1630,5510 +"8732040820","20141017T000000",247000,3,1.75,1820,8740,"1",0,0,4,8,1820,0,1987,0,"98023",47.3074,-122.385,2210,8320 +"1160000300","20150304T000000",453000,3,1.75,1550,7200,"1",0,0,3,7,1100,450,1949,0,"98125",47.7071,-122.314,1560,7440 +"3904100035","20140508T000000",235000,2,1,1270,3008,"1",0,0,4,6,650,620,1923,0,"98118",47.5351,-122.279,1270,1514 +"5288200230","20150421T000000",675000,4,1.75,2460,5750,"1.5",0,3,5,7,1620,840,1919,0,"98126",47.5601,-122.378,1760,4830 +"3331500820","20140610T000000",516200,3,2,2110,5150,"1",0,0,5,6,1080,1030,1919,0,"98118",47.5521,-122.271,1170,5107 +"3023039231","20140714T000000",650000,1,1,920,91476,"1.5",0,0,3,6,920,0,1996,2002,"98070",47.448,-122.472,1746,91476 +"5595900355","20141216T000000",257100,3,1.5,1500,10227,"1",0,0,4,7,1000,500,1945,0,"98022",47.2043,-121.996,1490,7670 +"8682290360","20150330T000000",457000,2,2,1440,9985,"1",0,0,3,8,1440,0,2006,0,"98053",47.7217,-122.03,1510,4560 +"5200100115","20141117T000000",540000,3,1.75,1610,3478,"1.5",0,0,4,7,1060,550,1929,0,"98117",47.6774,-122.372,1610,3478 +"1310700210","20140603T000000",268000,3,1.75,1970,10270,"1",0,0,4,8,1970,0,1966,0,"98032",47.3619,-122.285,1970,8400 +"3298500690","20140708T000000",300000,3,1,1150,7314,"1",0,0,3,7,1150,0,1960,0,"98008",47.6246,-122.113,1350,7350 +"0722059002","20140909T000000",380000,2,2.5,2110,114127,"1",0,0,4,8,1590,520,1975,0,"98031",47.4137,-122.212,1960,11250 +"1022069183","20140627T000000",725000,3,2.5,3580,54450,"1.5",0,0,3,9,3580,0,1990,0,"98038",47.4026,-122.033,3090,35943 +"4053200933","20140623T000000",249000,3,1,1000,19204,"1",0,0,3,7,1000,0,1968,2010,"98042",47.3167,-122.081,2450,25927 +"5589300205","20140805T000000",274000,5,1,1680,9383,"1",0,0,3,7,1400,280,1929,0,"98155",47.7523,-122.311,1680,9458 +"0644000040","20150429T000000",1.78e+006,4,3.25,3950,10912,"2",0,0,3,10,3950,0,2003,0,"98004",47.5877,-122.196,3000,10998 +"1787600165","20140623T000000",396500,3,1.75,2390,7149,"1",0,0,3,8,1350,1040,1955,0,"98125",47.7244,-122.326,1710,7402 +"0405100165","20141119T000000",460000,2,1.5,1820,7800,"1",0,0,4,7,1240,580,1956,0,"98133",47.7513,-122.357,1400,7800 +"0223049087","20140616T000000",277000,3,1,1100,8536,"1",0,0,4,7,1100,0,1957,0,"98118",47.5162,-122.261,1570,8040 +"2742100085","20141104T000000",449500,6,4,2280,5275,"1",0,0,3,7,1270,1010,1998,0,"98108",47.5556,-122.294,1760,6642 +"3204300625","20140903T000000",785950,4,3,2530,4560,"1.5",0,0,3,7,1540,990,1925,2014,"98112",47.6287,-122.3,1640,4560 +"6619910230","20140616T000000",545000,3,2.5,1940,9775,"1",0,2,3,8,1440,500,1975,0,"98034",47.7142,-122.222,2830,9775 +"3275310220","20141222T000000",244000,3,2,1360,9688,"1",0,0,4,7,1360,0,1983,0,"98003",47.2574,-122.31,1390,9685 +"5466310730","20140822T000000",165000,3,2.5,1660,2415,"2",0,0,3,7,1660,0,1983,0,"98042",47.3763,-122.148,1740,2624 +"2767704055","20140609T000000",435000,2,1,800,5000,"1",0,0,3,7,800,0,1906,0,"98107",47.6751,-122.372,1410,5000 +"7504100110","20140530T000000",642000,3,2.5,2670,10082,"1",0,0,3,10,2670,0,1987,0,"98074",47.6359,-122.045,2740,10854 +"9320990110","20150409T000000",340000,3,2.5,1720,4120,"2",0,0,3,7,1720,0,1999,0,"98148",47.4319,-122.328,1720,5544 +"1400700150","20140722T000000",730000,4,2.5,3550,35689,"2",0,0,4,9,3550,0,1991,0,"98077",47.7503,-122.074,3350,35711 +"1186000150","20150123T000000",563250,3,1.75,1370,2800,"1",0,0,5,7,800,570,1982,0,"98122",47.6157,-122.291,2270,3773 +"1024069009","20140502T000000",675000,5,2.5,2820,67518,"2",0,0,3,8,2820,0,1979,0,"98029",47.5794,-122.025,2820,48351 +"0464001115","20140512T000000",620000,3,1.5,1620,6630,"1",0,0,3,8,1280,340,1954,0,"98117",47.6948,-122.394,1880,5100 +"0886000015","20141210T000000",275000,2,2,1290,9041,"1",0,0,3,7,950,340,1956,0,"98108",47.5346,-122.291,1290,5000 +"3578600062","20140512T000000",270000,3,1,1830,8209,"1",0,0,3,7,1830,0,1942,0,"98028",47.7439,-122.228,2150,12000 +"1402950450","20150415T000000",325000,4,2.5,2040,5472,"2",0,0,3,8,2040,0,2003,0,"98092",47.3337,-122.189,2420,5782 +"3629970620","20141003T000000",476100,4,2.5,1850,1836,"2",0,0,3,7,1600,250,2005,0,"98029",47.5529,-121.996,1770,2236 +"3537900180","20141020T000000",700000,2,1,1300,12000,"1",0,0,4,8,1300,0,1959,0,"98004",47.6366,-122.229,2420,15000 +"8651442510","20140926T000000",220000,4,2,1620,5200,"1.5",0,0,4,7,1620,0,1978,0,"98042",47.3629,-122.091,1500,5200 +"0114700150","20141114T000000",236000,3,1.75,1560,10919,"1",0,0,3,7,1560,0,1975,0,"98023",47.2917,-122.366,1730,10919 +"0472000620","20140502T000000",790000,3,2.5,2600,4750,"1",0,0,4,9,1700,900,1951,0,"98117",47.6833,-122.4,2380,4750 +"5491200210","20140820T000000",350000,3,1,2010,6000,"1",0,0,3,7,1210,800,1967,0,"98108",47.5515,-122.298,2460,6000 +"7973202712","20150324T000000",130000,2,1,780,5300,"1",0,0,3,6,780,0,1941,0,"98146",47.513,-122.354,780,5300 +"7970800100","20140527T000000",283200,4,2.5,1982,6406,"2",0,0,3,8,1982,0,2004,0,"98030",47.3636,-122.192,2340,6501 +"8122600165","20141015T000000",273000,3,1,1500,6250,"1",0,0,3,6,890,610,1945,0,"98126",47.5365,-122.368,1210,6250 +"0686530110","20141215T000000",599000,5,2.25,2460,8710,"1",0,0,4,8,1330,1130,1976,0,"98052",47.6651,-122.15,2460,8870 +"5151600530","20150423T000000",460000,4,2.5,2680,11998,"1",0,3,3,8,1510,1170,1960,0,"98003",47.337,-122.321,2680,12746 +"1926069192","20140509T000000",1.1572e+006,4,4.25,5860,52889,"2",0,0,4,10,4910,950,1996,0,"98072",47.7245,-122.095,3320,39066 +"5649000150","20140610T000000",385000,4,1.75,1720,8750,"1",0,0,3,7,860,860,1971,0,"98034",47.726,-122.21,1790,8750 +"7812800775","20140910T000000",264250,3,1,1420,7420,"1.5",0,0,3,6,1420,0,1944,0,"98178",47.4949,-122.239,1290,6600 +"2770604410","20141029T000000",608000,3,2.5,1760,1472,"3",0,0,3,8,1640,120,2006,0,"98119",47.6473,-122.374,1760,5400 +"9485951510","20140915T000000",450000,3,2.5,2790,48994,"2",0,0,4,9,2790,0,1984,0,"98042",47.3487,-122.088,2550,37834 +"1337800805","20140703T000000",1.755e+006,3,2,2360,4800,"2",0,0,3,9,2360,0,1909,2014,"98112",47.6317,-122.312,2260,4800 +"4059400265","20141114T000000",339950,5,2,1890,6050,"2",0,0,4,7,1890,0,1944,0,"98178",47.5018,-122.242,1170,6050 +"0993000100","20150410T000000",760000,6,3.75,3810,6150,"2",0,0,4,8,3810,0,1977,0,"98103",47.694,-122.34,1830,5125 +"2917200085","20150408T000000",350000,2,1,1160,5395,"1",0,0,3,7,860,300,1940,0,"98103",47.7007,-122.354,1664,5363 +"3914000090","20150421T000000",541500,3,1.75,2320,55847,"1",0,2,4,8,2320,0,1960,0,"98001",47.3121,-122.253,2400,26112 +"4157600150","20150327T000000",730000,6,2.75,3280,16449,"1",0,0,4,7,1910,1370,1963,0,"98007",47.5914,-122.134,2550,9532 +"3624039111","20150429T000000",215000,3,1,980,5600,"1",0,0,2,6,980,0,1949,0,"98106",47.5308,-122.361,1840,5302 +"8099900490","20140515T000000",420000,3,2,1640,9972,"1",0,0,4,7,1640,0,1977,0,"98075",47.5812,-122.002,1680,10165 +"1687910100","20140530T000000",655000,4,2.25,2060,8470,"1",0,0,3,8,1440,620,1983,0,"98006",47.5605,-122.124,2180,8978 +"5419800330","20150115T000000",240000,3,2.5,1500,10652,"2",0,0,4,7,1500,0,1981,0,"98031",47.4015,-122.176,1610,7417 +"5035300085","20140602T000000",730000,4,2,2360,6000,"1",0,0,5,7,1260,1100,1939,0,"98199",47.6534,-122.41,1720,6000 +"0325059131","20141013T000000",390000,4,1.5,1940,12100,"1",0,0,3,7,1940,0,1962,0,"98033",47.6892,-122.164,1380,12100 +"2201500450","20141028T000000",473000,3,1,1280,10000,"1",0,0,4,7,1280,0,1954,0,"98006",47.5716,-122.139,1240,10000 +"3342101270","20150324T000000",698000,4,3.5,3630,5670,"2",0,0,3,10,3630,0,1970,2008,"98056",47.5189,-122.206,1620,5400 +"3574750150","20140514T000000",511000,3,2.5,1820,4883,"2",0,0,3,9,1820,0,2005,0,"98028",47.7355,-122.224,2720,5002 +"9828702055","20140508T000000",358000,2,1.5,960,1808,"2",0,0,3,7,960,0,1993,0,"98122",47.6183,-122.298,1290,1668 +"2207100650","20150410T000000",499990,3,1.75,1630,8400,"1",0,0,4,7,1060,570,1955,0,"98007",47.5983,-122.149,1630,7245 +"0240000031","20150313T000000",322000,4,2.25,1940,10200,"1",0,0,3,7,1360,580,1960,0,"98188",47.4253,-122.283,1940,10200 +"2953000300","20141008T000000",201000,3,1,980,9682,"1",0,0,3,7,980,0,1969,0,"98031",47.4136,-122.207,1580,9682 +"6119700150","20141112T000000",765000,4,2.5,3140,16200,"1",0,1,3,9,2570,570,1988,0,"98166",47.4363,-122.342,2530,13200 +"9274200365","20140606T000000",920000,4,2.75,2880,5750,"1.5",0,0,5,9,1710,1170,1928,0,"98116",47.5874,-122.387,1640,5750 +"6187700501","20150415T000000",360000,4,2,1650,7552,"1",0,0,4,7,860,790,1977,0,"98155",47.7765,-122.324,1410,7199 +"4137020910","20150507T000000",297300,3,1.75,1980,9220,"2",0,0,3,8,1980,0,1987,0,"98092",47.2602,-122.219,2080,8305 +"1233100720","20140925T000000",399000,3,1,860,9403,"1",0,0,4,6,860,0,1942,1990,"98033",47.6815,-122.173,2136,13009 +"3034200530","20140620T000000",400000,3,1,1430,10005,"1.5",0,0,4,7,1430,0,1950,0,"98133",47.7181,-122.338,1720,8822 +"1463400081","20140827T000000",230000,3,1.75,1260,10164,"1",0,0,4,6,1260,0,1964,0,"98059",47.4752,-122.133,1190,10640 +"1773101050","20150220T000000",290000,3,1,960,4560,"1",0,0,4,7,960,0,1968,0,"98106",47.5539,-122.365,970,4800 +"1895450090","20150430T000000",323800,3,2.5,2060,7658,"2",0,0,3,8,2060,0,2003,0,"98023",47.2923,-122.36,2250,7299 +"5101406384","20141020T000000",574500,4,1.5,1430,6380,"1.5",0,0,4,9,1430,0,1930,0,"98125",47.7014,-122.313,1220,5112 +"6821102346","20140522T000000",505000,3,2.25,1670,1596,"2",0,0,3,8,1220,450,2002,0,"98199",47.6474,-122.396,1670,1596 +"1926049210","20150422T000000",372500,2,1,880,10950,"1",0,0,4,7,880,0,1944,0,"98133",47.7332,-122.352,1450,7560 +"1842200040","20140701T000000",425000,3,1.5,1300,19163,"1",0,0,3,7,1300,0,1964,0,"98052",47.6686,-122.153,1590,9744 +"2623089002","20150416T000000",446250,3,2.5,2380,214315,"1.5",0,0,3,9,2380,0,2000,0,"98045",47.4525,-121.748,2400,68824 +"4391600065","20140814T000000",330000,2,0.75,520,6862,"1",0,0,4,4,520,0,1924,1980,"98010",47.326,-122.037,1170,8756 +"3760500602","20150427T000000",608095,3,2.5,2680,17707,"2",0,1,3,9,2680,0,1983,0,"98034",47.7031,-122.224,2840,21743 +"6071000265","20150125T000000",550000,3,2.5,2140,10136,"1",0,0,3,8,1320,820,1958,0,"98006",47.5602,-122.184,1980,11200 +"3222059206","20140828T000000",265000,4,2.5,1820,16103,"2",0,0,3,7,1820,0,2004,0,"98030",47.3553,-122.196,2120,21277 +"3034200933","20140619T000000",399888,4,2.25,1820,8255,"1.5",0,0,4,7,1320,500,1930,0,"98133",47.723,-122.337,1550,7628 +"2028701165","20140627T000000",430000,2,1,1050,2570,"1",0,0,5,7,850,200,1927,0,"98117",47.6764,-122.366,1080,2800 +"5634500234","20150513T000000",554990,3,2.5,2100,6092,"2",0,0,3,8,2100,0,2013,0,"98028",47.7508,-122.239,2250,8592 +"2310100180","20141107T000000",359950,3,2.5,2210,6280,"2",0,0,3,8,2210,0,2003,0,"98038",47.35,-122.043,2250,5972 +"2767600921","20140623T000000",405000,2,1,860,2599,"1",0,0,4,6,860,0,1901,0,"98107",47.675,-122.379,1300,3900 +"8835200790","20150406T000000",280000,2,1,870,4025,"1",0,0,3,7,870,0,1981,0,"98034",47.7243,-122.161,1370,3488 +"2473000410","20150408T000000",479950,4,2.25,2570,11070,"2",0,0,4,8,2570,0,1966,0,"98058",47.4507,-122.152,2210,9600 +"3286800110","20140904T000000",575000,5,1.75,2980,53578,"1",0,0,4,9,2230,750,1976,0,"98027",47.4908,-122.059,2860,75546 +"1402600110","20150226T000000",392000,4,2.25,2360,7733,"2",0,0,3,8,2360,0,1983,0,"98058",47.4403,-122.137,2160,7733 +"1126059170","20150225T000000",760500,4,2.25,2310,36136,"2",0,0,4,9,2310,0,1977,0,"98072",47.7506,-122.122,3930,36136 +"8035350090","20140616T000000",435000,3,2.5,2300,9521,"2",0,0,3,8,2300,0,2003,0,"98019",47.7447,-121.976,3020,10042 +"4389200753","20140819T000000",1.565e+006,4,2.75,2810,8570,"2",0,0,3,10,2810,0,1993,0,"98004",47.6159,-122.211,2810,9621 +"6818400110","20141203T000000",261000,4,1.5,2040,10488,"1",0,0,3,7,1190,850,1961,0,"98188",47.4557,-122.269,1960,10488 +"4217401035","20150507T000000",1.4825e+006,3,2.25,3290,5000,"2",0,0,3,9,2730,560,1939,0,"98105",47.6582,-122.28,2340,4000 +"1683400165","20150430T000000",853800,7,4,2960,2665,"2",0,0,3,9,1950,1010,1927,2013,"98144",47.5835,-122.313,1970,4410 +"1939120450","20140522T000000",657500,3,2.5,2670,10496,"2",0,0,3,9,2670,0,1989,0,"98074",47.6272,-122.026,2490,8636 +"4137010530","20140504T000000",331950,4,2.5,2530,9933,"2",0,2,3,8,2010,520,1990,0,"98092",47.2654,-122.216,2140,9933 +"2624039133","20140611T000000",514000,3,1.75,1720,5899,"1",0,1,3,8,1220,500,1986,0,"98136",47.5399,-122.385,1900,6244 +"2794700120","20140912T000000",496000,3,3.5,3090,27598,"2",0,2,4,9,2020,1070,1995,0,"98070",47.3541,-122.453,2180,17085 +"2944010210","20150218T000000",1.093e+006,4,2.5,3930,21894,"2",0,0,3,11,3930,0,1987,0,"98052",47.7209,-122.128,3930,20000 +"8651443360","20141106T000000",195700,3,1,1120,5200,"1",0,0,5,7,1120,0,1976,0,"98042",47.3638,-122.088,1690,5200 +"1338300180","20140729T000000",1.39571e+006,4,2.25,3960,8640,"2",0,2,3,9,2630,1330,1925,0,"98112",47.6317,-122.304,3850,8640 +"0624110540","20141205T000000",1.175e+006,4,3.25,4060,20822,"2",0,0,3,10,4060,0,1991,0,"98077",47.7213,-122.055,4170,23958 +"4039700090","20140923T000000",643403,3,2.5,2350,9648,"1",0,0,4,9,2350,0,1966,0,"98008",47.6156,-122.108,2320,10512 +"6752601110","20140512T000000",357000,4,2.5,2380,7066,"2",0,0,4,7,2380,0,1997,0,"98031",47.3982,-122.172,2310,8127 +"8861000210","20150408T000000",865000,3,1.75,1480,8163,"1",0,0,3,7,1040,440,1953,0,"98004",47.638,-122.206,2170,11124 +"1088700100","20141118T000000",905000,3,2.5,2930,9280,"2",0,0,4,10,2930,0,1988,0,"98007",47.6335,-122.151,2730,10090 +"7893207925","20141022T000000",265000,3,1.5,1290,7100,"1",0,0,3,6,1290,0,1954,0,"98198",47.4227,-122.332,1300,7183 +"3449820100","20141224T000000",535000,2,2.5,2730,7246,"2",0,0,3,9,2730,0,1998,0,"98056",47.512,-122.175,3220,7214 +"1588600110","20140811T000000",450000,3,1,1290,5440,"1",0,0,4,6,790,500,1929,0,"98117",47.6951,-122.367,1220,5464 +"8079040300","20150218T000000",460500,4,2.5,2170,7533,"2",0,0,3,8,2170,0,1991,0,"98059",47.5057,-122.149,2170,8728 +"7390400026","20141124T000000",315000,4,1.75,1850,8580,"1",0,0,3,7,1140,710,1960,0,"98178",47.4877,-122.24,2210,9240 +"2425059144","20150213T000000",607500,4,2.5,2110,13939,"1",0,0,3,8,1270,840,1978,0,"98008",47.6431,-122.113,2140,8882 +"7821200375","20150126T000000",432000,2,1,960,3235,"1",0,0,4,7,960,0,1916,0,"98103",47.661,-122.344,1290,2069 +"1370800700","20150209T000000",1.695e+006,3,4,3910,5350,"2",0,2,5,10,2610,1300,1933,0,"98199",47.6393,-122.408,2890,5350 +"8857640710","20140820T000000",479000,4,2.5,2590,6139,"2",0,0,3,8,2590,0,2001,0,"98038",47.3883,-122.035,2410,6139 +"9558020240","20150320T000000",475000,5,2.75,3080,6600,"2",0,0,3,9,3080,0,2002,0,"98058",47.4501,-122.122,3080,6600 +"3834000400","20141119T000000",415000,3,1,1630,8146,"1",0,0,3,7,1630,0,1952,0,"98125",47.7293,-122.29,1480,8146 +"0461002050","20140826T000000",450000,2,1,910,5000,"1",0,0,4,6,910,0,1914,0,"98117",47.683,-122.374,1480,5000 +"0724069065","20140703T000000",1.14e+006,3,2.5,2780,33503,"1.5",0,1,4,8,2110,670,1969,0,"98075",47.5844,-122.081,3150,15542 +"4307351180","20140915T000000",430000,5,3,3880,8432,"2",0,0,3,7,3880,0,2004,0,"98056",47.4806,-122.176,2620,5623 +"0984100340","20140903T000000",296000,3,1.75,1360,10742,"1",0,0,5,7,960,400,1971,0,"98058",47.4351,-122.173,1830,9000 +"8159620260","20140711T000000",303000,4,2.25,2560,8927,"1",0,0,3,7,1790,770,1976,0,"98001",47.34,-122.271,1920,9669 +"7559600200","20141021T000000",641000,4,2.5,2600,6015,"2",0,0,3,8,2600,0,2004,0,"98075",47.5971,-122.031,2910,5305 +"1995200320","20150210T000000",280000,3,2.25,1220,5739,"1",0,0,3,7,790,430,1984,0,"98115",47.6952,-122.326,1870,5739 +"4223000140","20140805T000000",260750,3,2,1560,9635,"1",0,0,3,7,1260,300,1966,0,"98003",47.341,-122.309,1570,8276 +"7215730200","20141119T000000",601000,4,2.5,2080,5191,"2",0,0,3,8,2080,0,2001,0,"98075",47.5978,-122.017,2170,5518 +"1900600105","20140828T000000",255000,3,1.5,1490,6604,"1",0,0,4,6,1490,0,1918,0,"98166",47.4683,-122.351,1330,6604 +"8644300200","20140605T000000",555000,4,2.75,2020,10720,"1",0,0,4,8,1420,600,1976,0,"98052",47.6373,-122.104,2190,10164 +"3262301610","20141118T000000",865000,3,1.5,1530,10827,"1",0,0,4,8,1530,0,1955,0,"98039",47.6354,-122.234,2050,10827 +"0524059250","20140922T000000",1.388e+006,4,2.5,3450,17400,"1.5",0,0,4,9,2180,1270,1964,0,"98004",47.5969,-122.206,3770,19530 +"8594400350","20140520T000000",315000,3,2.25,1400,31626,"1",0,0,2,7,1140,260,1987,0,"98092",47.3029,-122.069,1680,35093 +"4031000260","20140606T000000",200000,2,1,1730,9610,"1",0,0,3,7,1380,350,1962,0,"98001",47.2956,-122.285,1310,9812 +"1454100260","20141117T000000",357000,3,1,1370,6450,"1",0,0,3,7,1370,0,1948,0,"98125",47.7195,-122.288,1550,6898 +"1934800138","20141204T000000",390000,2,1.5,1050,934,"2",0,0,3,8,960,90,2007,0,"98122",47.6029,-122.309,1470,1885 +"9508500075","20140729T000000",462000,5,1.75,2840,10220,"1",0,0,4,7,2210,630,1954,0,"98177",47.764,-122.36,2000,9750 +"2946003415","20140516T000000",174500,2,1,1010,5200,"1",0,0,3,7,1010,0,1955,0,"98198",47.4166,-122.323,1580,7500 +"1926049326","20150210T000000",305000,2,1,1210,7140,"1.5",0,0,3,6,1210,0,1921,0,"98133",47.7225,-122.349,1150,7376 +"7655900187","20150205T000000",449000,5,1.75,1720,14040,"1",0,0,4,8,1150,570,1956,0,"98133",47.7365,-122.339,1750,7800 +"7452500565","20140829T000000",260000,3,2,2710,5000,"2",0,0,3,6,2710,0,1951,0,"98126",47.5188,-122.373,850,5000 +"2871000400","20140512T000000",751000,4,2.5,3110,6142,"2",0,0,3,9,3110,0,2004,0,"98052",47.701,-122.111,3200,6826 +"6150200060","20150401T000000",370037,2,1,1250,9270,"1",0,0,4,7,1250,0,1948,0,"98133",47.7284,-122.339,1130,6800 +"3668000830","20140825T000000",229950,3,1.75,1900,8910,"2",0,0,4,7,1900,0,1988,0,"98092",47.2769,-122.145,1610,8586 +"2473460060","20150422T000000",349000,3,1.75,1740,7682,"1",0,0,3,8,1330,410,1978,0,"98058",47.4451,-122.126,2010,8820 +"9558021000","20150120T000000",348000,4,2.5,2070,3808,"2",0,0,3,8,2070,0,2003,0,"98058",47.4498,-122.12,1900,2992 +"1250201610","20150417T000000",1.22e+006,3,3.25,3030,5600,"2",0,2,3,9,2220,810,1905,2005,"98144",47.5978,-122.292,2040,6600 +"1321720160","20150102T000000",510000,4,3,3610,18948,"2",0,0,3,10,3610,0,1993,0,"98023",47.2911,-122.342,3568,18948 +"5029450200","20150323T000000",265000,3,1.5,1520,6805,"1",0,0,4,7,1040,480,1981,0,"98023",47.2907,-122.367,1440,7041 +"0723000226","20141028T000000",1.25e+006,3,2.75,2780,4815,"3",0,2,3,10,2780,0,1974,0,"98105",47.6569,-122.286,2820,5000 +"0225079036","20150107T000000",937500,4,4,5545,871200,"2",0,0,3,11,3605,1940,2003,0,"98014",47.676,-121.882,3420,871200 +"5255700160","20140805T000000",485000,3,1.75,2590,8384,"1",0,0,4,8,1590,1000,1971,0,"98011",47.7739,-122.199,2590,8800 +"5683500030","20150320T000000",489000,4,1,1150,5217,"1.5",0,0,3,7,1150,0,1951,0,"98115",47.6806,-122.287,1220,5217 +"0312000295","20150122T000000",400000,2,1,920,5120,"1",0,0,5,7,920,0,1952,0,"98136",47.5569,-122.394,1190,5120 +"9510970520","20140616T000000",638000,3,2.5,2110,3600,"2",0,0,3,9,2110,0,2005,0,"98052",47.665,-122.082,2540,4384 +"0193600200","20140619T000000",440000,3,1.75,1170,8740,"1",0,0,4,7,1170,0,1968,0,"98052",47.6849,-122.117,1870,8448 +"2568300045","20140625T000000",305000,6,2,1900,8240,"1",0,0,2,7,1200,700,1964,0,"98125",47.7037,-122.296,1900,8240 +"2568300045","20150319T000000",649950,6,2,1900,8240,"1",0,0,2,7,1200,700,1964,0,"98125",47.7037,-122.296,1900,8240 +"8691410310","20150213T000000",680000,4,2.5,3290,6012,"2",0,0,3,9,3290,0,2005,0,"98075",47.5961,-121.98,3210,6005 +"1656600310","20140714T000000",629000,4,2.5,2660,22050,"2",0,0,3,9,2660,0,1996,0,"98059",47.4911,-122.125,3060,21111 +"3904940160","20140904T000000",555000,3,2.5,2160,7584,"2",0,0,3,8,2160,0,1988,0,"98029",47.5751,-122.014,2160,7372 +"1774200060","20140617T000000",669000,4,2.75,2700,35362,"2",0,0,5,8,2700,0,1976,0,"98077",47.7628,-122.094,2810,35915 +"4137070030","20140808T000000",272000,3,2.5,1980,6608,"2",0,0,3,8,1980,0,1994,0,"98092",47.2642,-122.213,2150,7495 +"2144800117","20140626T000000",270000,4,2.25,2600,9900,"1",0,0,3,7,1600,1000,1965,0,"98178",47.4881,-122.237,1770,11250 +"3392100140","20150106T000000",215000,3,1,1280,9775,"1",0,0,3,6,1280,0,1964,0,"98003",47.3262,-122.334,1230,8750 +"2581900060","20150402T000000",690000,3,1.5,1710,17707,"1",0,0,4,7,1180,530,1947,0,"98040",47.5393,-122.216,2590,9508 +"4058801230","20150305T000000",256000,4,1.75,1270,6825,"1",0,2,3,7,1270,0,1950,0,"98178",47.5051,-122.242,1800,6930 +"2787320140","20150324T000000",255000,3,2.25,1890,7314,"1",0,0,3,7,1100,790,1981,0,"98031",47.4121,-122.172,1520,7676 +"0263000324","20140513T000000",550000,7,4,3440,8100,"2",0,0,3,7,3440,0,1970,0,"98103",47.6981,-122.349,1420,1560 +"0254000695","20150508T000000",410000,3,1,1190,5280,"1",0,0,4,7,1190,0,1957,0,"98146",47.5131,-122.383,1280,5280 +"3013300830","20141106T000000",410000,2,1,1030,4366,"1",0,0,3,7,1030,0,1912,0,"98136",47.5311,-122.384,1890,4499 +"2475201070","20140716T000000",259000,3,1.75,1240,4000,"1",0,0,3,7,1240,0,1986,0,"98055",47.4728,-122.191,1570,4586 +"0798000421","20150327T000000",292000,3,1,1730,21183,"1",0,0,3,7,1030,700,1955,0,"98168",47.5024,-122.332,1610,13000 +"4104500181","20140812T000000",1.648e+006,4,3.5,4610,12500,"2",0,2,3,11,4610,0,2003,0,"98033",47.6508,-122.203,2340,11538 +"8701600030","20141113T000000",518000,5,1,1590,5000,"1.5",0,0,3,7,1190,400,1929,0,"98116",47.5752,-122.381,1590,5000 +"8944360390","20150305T000000",485000,3,2.5,1760,3097,"2",0,0,3,8,1760,0,1992,0,"98029",47.5764,-121.996,1760,3285 +"7968460270","20150303T000000",259500,3,2,1330,35060,"1",0,0,3,7,1330,0,1989,0,"98092",47.3128,-122.13,1660,35100 +"9406570350","20150423T000000",354000,4,2.5,2340,5420,"2",0,0,3,8,2340,0,2003,0,"98038",47.3773,-122.029,2420,6252 +"0686900030","20150323T000000",999950,3,2.25,3740,22464,"2",0,0,5,8,2330,1410,1966,0,"98004",47.6354,-122.196,2680,19564 +"6071300030","20140624T000000",464500,3,1.75,1150,10466,"1",0,0,5,7,1150,0,1959,0,"98006",47.5531,-122.177,1350,10384 +"5416500520","20140825T000000",300000,3,2.5,1750,4200,"2",0,0,3,7,1750,0,2005,0,"98038",47.3605,-122.04,1890,4048 +"1102000270","20140701T000000",1.08e+006,3,2.75,3890,7216,"2",0,1,3,8,3260,630,1967,2010,"98118",47.5445,-122.266,2490,9920 +"5422430320","20140721T000000",309950,4,2.5,1770,6666,"2",0,0,3,7,1770,0,1989,0,"98023",47.2877,-122.349,1780,6666 +"3157600340","20140917T000000",315000,3,1,1160,3700,"1.5",0,0,3,7,1160,0,1909,0,"98106",47.5651,-122.359,1340,3750 +"2061100435","20140724T000000",499950,3,1,1440,5580,"1.5",0,0,3,7,1440,0,1908,0,"98115",47.6898,-122.326,2010,5580 +"7011201550","20140707T000000",780000,4,2,2600,4800,"1",0,2,3,8,1400,1200,1953,0,"98119",47.637,-122.371,2050,3505 +"2581300055","20141121T000000",885000,3,3.25,2640,16090,"1",0,2,4,8,1960,680,1976,0,"98040",47.5374,-122.213,3690,15000 +"1344300045","20140507T000000",500000,2,1,1010,3885,"1.5",0,0,4,7,1010,0,1906,1990,"98112",47.6224,-122.304,1770,4200 +"7575620640","20141219T000000",329000,3,2,1840,6755,"1",0,2,3,8,1840,0,1989,0,"98003",47.3512,-122.305,1790,6459 +"8645500270","20141028T000000",246000,4,1.75,1720,7455,"1",0,0,4,7,1020,700,1963,0,"98058",47.4669,-122.182,1720,7700 +"1246700136","20141223T000000",405000,3,1.5,1280,9600,"1",0,0,4,7,1280,0,1960,0,"98033",47.6922,-122.163,1510,10005 +"3211100240","20140529T000000",349000,4,1.75,1700,7800,"1",0,0,5,7,1120,580,1981,0,"98059",47.4801,-122.158,1560,7800 +"8078100140","20150323T000000",374950,4,2.5,1980,12062,"2",0,0,3,8,1980,0,1992,0,"98031",47.4038,-122.167,2300,7902 +"6675500105","20140729T000000",306000,3,2,1160,7217,"1",0,0,3,7,1160,0,1969,0,"98034",47.7279,-122.227,1870,9104 +"4040700310","20140805T000000",416000,4,1.75,1980,7840,"1",0,0,4,7,990,990,1961,0,"98008",47.6226,-122.115,1520,8400 +"6388910160","20140623T000000",560000,3,2.5,1960,12476,"2",0,0,4,8,1960,0,1989,0,"98056",47.5315,-122.172,2450,12177 +"4023500990","20140617T000000",260000,3,1.5,1270,20700,"1",0,0,2,7,1150,120,1948,0,"98155",47.7576,-122.296,1990,15000 +"2921049121","20140516T000000",306500,3,2.25,2060,38377,"1",0,0,4,8,1560,500,1978,0,"98003",47.2752,-122.319,2080,60513 +"7229210060","20141211T000000",299950,3,1.75,1980,11274,"1",0,0,4,7,1480,500,1968,0,"98058",47.4474,-122.167,1520,8010 +"4137040060","20150406T000000",265500,3,2.5,1450,8977,"1",0,0,3,8,1450,0,1990,0,"98092",47.2576,-122.214,2410,8850 +"7982600030","20140812T000000",219000,3,1.5,1200,12000,"1",0,0,3,7,1200,0,1986,0,"98001",47.268,-122.245,1200,9405 +"1775930140","20150505T000000",365000,3,1.75,1830,17349,"1",0,0,3,8,1230,600,1977,0,"98072",47.7427,-122.109,1840,11694 +"3222079083","20140514T000000",499000,3,2,2090,42689,"1.5",0,0,3,7,2090,0,1959,1998,"98010",47.3497,-121.944,1890,18276 +"3585210200","20140602T000000",366000,3,1.75,1510,8301,"1",0,0,3,7,1510,0,1967,0,"98034",47.7243,-122.222,1460,7910 +"2705600069","20150501T000000",514950,3,2.25,1310,1264,"3",0,0,3,8,1310,0,2014,0,"98117",47.6987,-122.366,1330,2183 +"8691360200","20140604T000000",875000,4,2.75,3790,10669,"2",0,0,3,10,3790,0,1999,0,"98075",47.5976,-121.983,3750,11634 +"9541600350","20150120T000000",831000,3,2.25,2240,8800,"1",0,0,5,8,2240,0,1957,0,"98005",47.5937,-122.172,2240,8800 +"8562740400","20140515T000000",689900,4,3.25,2740,7266,"2",0,0,3,9,2060,680,2003,0,"98027",47.5346,-122.066,3030,6546 +"0705700960","20140724T000000",315000,3,2.5,1660,10763,"2",0,0,3,7,1660,0,1994,0,"98038",47.3812,-122.029,2010,7983 +"3374500520","20150429T000000",355000,0,0,2460,8049,"2",0,0,3,8,2460,0,1990,0,"98031",47.4095,-122.168,2520,8050 +"2645500013","20140624T000000",336500,3,1,1480,7284,"1",0,0,3,7,970,510,1963,0,"98133",47.7757,-122.353,2020,7920 +"5318100200","20140527T000000",1.1e+006,3,2.75,2640,4050,"1.5",0,0,5,8,1750,890,1926,0,"98112",47.6332,-122.281,1920,3600 +"2224700045","20140804T000000",375000,6,2,1900,8057,"1",0,0,4,7,1170,730,1959,0,"98133",47.762,-122.335,2090,8626 +"4047200135","20140811T000000",289275,3,2,2860,24046,"1",0,0,3,9,1700,1160,1985,0,"98019",47.7718,-121.904,1460,13648 +"2009000830","20140708T000000",455000,4,3.5,3440,6000,"2",0,0,4,8,3440,0,2002,0,"98198",47.4077,-122.331,1660,7800 +"6619910240","20140625T000000",505000,3,1.75,1640,10695,"1",0,2,3,8,1640,0,1975,0,"98034",47.7145,-122.222,2790,9775 +"5288200070","20140730T000000",450000,3,1,1450,3350,"1.5",0,0,4,7,1450,0,1919,0,"98126",47.5607,-122.378,1340,4255 +"7852110070","20140608T000000",567500,3,2.5,2300,7398,"2",0,0,3,8,2300,0,2001,0,"98065",47.5369,-121.876,2580,6983 +"0740500070","20141006T000000",265000,3,1.5,1460,8505,"1",0,0,4,7,1460,0,1955,0,"98055",47.4402,-122.195,1580,8505 +"4046601420","20141230T000000",340000,3,2,1570,14992,"1",0,0,3,8,1570,0,2001,0,"98014",47.6965,-121.922,1640,15000 +"2130700860","20150430T000000",375000,3,2,1540,8885,"1.5",0,0,5,6,1540,0,1939,0,"98019",47.7403,-121.984,1730,5000 +"3975400045","20141226T000000",920000,6,3,3300,4218,"2",0,0,3,8,2200,1100,1970,0,"98103",47.6557,-122.344,1420,4218 +"5451200520","20140612T000000",850000,4,2.25,2130,11843,"2",0,0,4,9,2130,0,1972,0,"98040",47.5358,-122.225,2380,11643 +"6600400270","20141210T000000",202000,3,1,1010,9750,"1",0,0,5,7,1010,0,1969,0,"98042",47.3244,-122.144,1230,9750 +"0624100990","20140929T000000",725000,4,3,2420,12000,"1",0,0,3,9,2420,0,1984,0,"98077",47.7267,-122.063,3100,13020 +"2424059139","20150206T000000",900000,3,3.25,3870,33980,"2",0,0,3,10,3150,720,1991,0,"98006",47.5589,-122.117,3590,10750 +"2883200875","20150206T000000",680200,2,1.5,1960,6000,"1",0,0,3,8,1210,750,1951,0,"98103",47.6849,-122.333,2060,6000 +"1917300105","20150414T000000",216500,3,1,1170,9000,"1",0,0,4,6,1170,0,1918,0,"98022",47.2109,-121.987,1280,8160 +"7203000200","20141212T000000",325000,3,1.5,1890,7650,"1",0,0,5,7,1890,0,1966,0,"98003",47.3454,-122.314,1510,7560 +"9510971070","20140812T000000",675000,3,2.5,2250,4134,"2",0,0,3,9,2250,0,2004,0,"98052",47.6651,-122.084,2390,4134 +"3760500240","20150512T000000",435000,2,0.75,750,16321,"1",0,1,3,4,750,0,1936,0,"98034",47.6985,-122.229,3020,10625 +"4068300160","20150122T000000",263500,3,1.75,1610,14000,"1",0,0,4,7,1050,560,1977,0,"98010",47.3429,-122.036,1550,10080 +"1774220070","20150507T000000",550000,4,2.25,2590,36256,"2",0,0,3,8,2590,0,1978,0,"98077",47.769,-122.094,2670,35657 +"1563102685","20150422T000000",875000,3,2.5,2520,3750,"2",0,1,4,9,2520,0,1995,0,"98116",47.5671,-122.404,2250,6200 +"0395800370","20150411T000000",246600,4,1,1340,8400,"1",0,0,5,7,1340,0,1966,0,"98023",47.3313,-122.343,1120,8400 +"3918400013","20140701T000000",337000,3,2.25,1460,941,"3",0,0,3,8,1460,0,2006,0,"98133",47.7145,-122.356,1490,1399 +"1545804820","20141111T000000",240000,3,1.75,1380,7500,"1",0,0,3,7,1380,0,1988,0,"98038",47.3628,-122.045,1530,7500 +"7811220070","20140910T000000",490000,3,1.75,1510,11120,"1",0,0,4,8,1510,0,1984,0,"98005",47.5931,-122.158,2660,10800 +"5561100431","20140806T000000",510000,5,2.5,2510,83231,"1",0,0,4,7,1260,1250,1975,0,"98027",47.4576,-121.984,2460,46431 +"5145100310","20150307T000000",305000,3,1,910,8008,"1",0,0,3,7,910,0,1971,0,"98034",47.726,-122.22,1480,7404 +"0255550270","20150403T000000",350000,3,2.5,1970,3655,"2",0,0,3,7,1970,0,2003,0,"98019",47.7453,-121.984,1970,2952 +"1123049129","20150224T000000",284200,3,1.75,1540,6632,"1",0,0,3,7,1070,470,1959,0,"98178",47.4973,-122.252,2510,6618 +"9407150310","20150128T000000",357000,4,2.5,1980,9757,"2",0,0,5,7,1980,0,1995,0,"98038",47.3675,-122.019,1610,6147 +"7732501000","20140617T000000",854000,4,2.75,3150,38865,"1",0,0,3,10,2480,670,1986,0,"98052",47.7302,-122.106,3150,35880 +"1024069205","20150114T000000",1.175e+006,4,2.5,4700,49658,"2",0,0,3,10,4700,0,1999,0,"98075",47.5878,-122.022,2870,49658 +"5426300060","20141008T000000",1e+006,3,2.25,2300,15952,"1",0,0,4,8,1150,1150,1963,0,"98039",47.6322,-122.232,2200,14284 +"3797000400","20141125T000000",616500,4,2.25,1880,3000,"2",0,0,3,8,1760,120,1909,1977,"98103",47.6864,-122.349,1880,3000 +"2877102196","20141125T000000",750000,4,2.75,2640,3750,"2",0,0,5,7,1840,800,1911,0,"98117",47.6783,-122.363,1690,5000 +"9265200060","20141007T000000",650000,6,4.5,3900,9100,"2",0,0,3,8,2870,1030,1979,0,"98052",47.6612,-122.137,2080,9216 +"2894700270","20140715T000000",275000,4,2.25,2670,10050,"1",0,0,4,8,1420,1250,1962,0,"98032",47.3792,-122.28,2190,10050 +"2862100260","20141003T000000",540000,4,1.75,1840,4280,"1",0,0,4,7,920,920,1918,0,"98105",47.6681,-122.32,1660,4280 +"2730000070","20140814T000000",225000,3,1,1120,10665,"1",0,0,4,6,1120,0,1961,0,"98001",47.2886,-122.274,1240,10639 +"4139400060","20150409T000000",845000,4,2.5,2970,9072,"2",0,0,3,10,2970,0,1991,0,"98006",47.562,-122.114,2740,8729 +"4365200520","20150312T000000",490000,3,2.25,1410,7740,"1",0,0,5,6,1410,0,1923,0,"98126",47.523,-122.371,1220,7740 +"3629980350","20141209T000000",753000,4,2.5,3060,8167,"2",0,0,3,9,3060,0,2005,0,"98029",47.5521,-121.989,2930,4800 +"3211600140","20150209T000000",475000,3,1.75,2490,7210,"1",0,0,3,7,1290,1200,1972,0,"98034",47.726,-122.198,1610,7210 +"3598600049","20141003T000000",124000,1,0.75,840,7203,"1.5",0,0,3,6,840,0,1949,0,"98168",47.4756,-122.301,1560,8603 +"3598600049","20150424T000000",224000,1,0.75,840,7203,"1.5",0,0,3,6,840,0,1949,0,"98168",47.4756,-122.301,1560,8603 +"1232001070","20140814T000000",485000,2,1,1130,3800,"1",0,0,4,7,1130,0,1916,0,"98117",47.6862,-122.378,1470,3800 +"7812801925","20140624T000000",230000,4,1.75,1850,6000,"1",0,0,4,6,1270,580,1944,0,"98178",47.4923,-122.247,1270,6600 +"0522059062","20141105T000000",372000,4,2.75,2330,14175,"1",0,0,3,7,1800,530,1980,0,"98031",47.4193,-122.194,1480,10125 +"4178500640","20150507T000000",306000,4,2.5,1880,9426,"2",0,0,4,7,1880,0,1990,0,"98042",47.3584,-122.089,1760,7040 +"9528104660","20140827T000000",905000,4,3.5,2980,3000,"2",0,0,3,9,2340,640,2008,0,"98115",47.6768,-122.326,1810,4545 +"5013500400","20150326T000000",440000,4,1,1440,6678,"1",0,0,3,7,1040,400,1950,0,"98116",47.571,-122.392,1320,6678 +"2550820060","20150428T000000",280000,3,1.75,1630,10001,"1",0,0,4,7,1100,530,1977,0,"98042",47.3605,-122.12,1630,10001 +"0425079046","20140729T000000",435000,3,2.5,1778,147823,"2",0,0,3,7,1778,0,1999,0,"98014",47.6811,-121.915,2840,43676 +"3905050240","20140624T000000",425000,3,2.5,1930,4500,"2",0,0,3,8,1930,0,1990,0,"98029",47.5791,-122.001,1770,4500 +"5381000070","20140826T000000",204950,2,0.75,1130,11429,"1",0,0,3,7,1130,0,1956,0,"98188",47.4526,-122.284,1550,10700 +"1245002445","20140714T000000",670000,2,1.75,1650,7500,"1",0,0,4,7,1000,650,1959,0,"98033",47.6871,-122.207,2530,9000 +"6865200831","20140507T000000",475000,2,1,820,2723,"1",0,0,3,7,820,0,1921,0,"98103",47.6623,-122.339,1370,3850 +"1446801000","20150320T000000",352000,5,2.5,2900,6650,"1",0,0,3,7,1450,1450,1964,0,"98168",47.4935,-122.332,1600,8246 +"4038700830","20150409T000000",575000,4,1.75,2330,8800,"1",0,2,4,7,1260,1070,1961,0,"98008",47.6148,-122.113,2270,8800 +"4094800260","20141126T000000",1.73e+006,4,3.5,4440,20668,"2",0,2,5,10,3240,1200,1965,0,"98040",47.5472,-122.235,4240,18650 +"2742100152","20141013T000000",491000,3,2,1660,5070,"2",0,3,3,8,1660,0,1950,1990,"98108",47.5552,-122.296,2440,6664 +"8691410060","20140709T000000",750000,4,2.5,3020,7465,"2",0,0,3,9,3020,0,2004,0,"98075",47.5982,-121.98,3100,5587 +"1325059083","20140527T000000",830000,4,2.5,1850,50662,"1",0,0,3,8,1430,420,1978,0,"98052",47.6535,-122.119,2090,10599 +"7852011070","20150109T000000",1.14e+006,6,3.75,5960,20197,"2",0,4,3,10,3900,2060,2005,0,"98065",47.5398,-121.869,3860,12800 +"2323059074","20140709T000000",137124,3,1,960,27442,"1",0,0,4,6,960,0,1970,0,"98058",47.4676,-122.134,1100,29019 +"7950304075","20140813T000000",225000,4,1,1150,6000,"1.5",0,0,3,6,1150,0,1907,0,"98118",47.562,-122.283,840,3030 +"3260000340","20140622T000000",732600,4,2.5,2130,7300,"1",0,0,4,7,1230,900,1963,0,"98005",47.605,-122.167,2130,7560 +"9552701000","20150316T000000",818000,4,2.25,2460,8001,"2",0,0,4,8,2460,0,1984,0,"98006",47.548,-122.154,2460,9126 +"5469501200","20140820T000000",431000,3,2.25,2360,14950,"1",0,0,4,9,2360,0,1978,0,"98042",47.3856,-122.158,2720,14388 +"6300500105","20141002T000000",304000,2,2.25,1320,1034,"3",0,0,3,7,1320,0,1996,0,"98133",47.7039,-122.344,1330,1206 +"4400200060","20141021T000000",650000,5,2,1910,4667,"1",0,0,3,7,1010,900,1908,0,"98112",47.6236,-122.306,1230,2545 +"5422560860","20150410T000000",450000,2,2,1610,6160,"2",0,0,4,8,1610,0,1977,0,"98052",47.6644,-122.13,1750,6305 +"7789000260","20140822T000000",269000,4,1,1610,8401,"1",0,0,3,7,1610,0,1958,0,"98056",47.5104,-122.165,1610,8401 +"8861000060","20141231T000000",875000,3,1,1160,10732,"1",0,0,3,7,1160,0,1953,0,"98004",47.6391,-122.205,2390,13656 +"9350900550","20150429T000000",890000,4,2.25,2870,8393,"1",0,0,4,8,1480,1390,1977,0,"98040",47.5787,-122.245,2930,9850 +"9560800310","20141009T000000",565000,4,2.5,2280,9725,"2",0,0,3,8,2280,0,1986,0,"98072",47.7568,-122.141,2140,8780 +"9187200228","20150313T000000",448175,2,2,1370,1339,"2",0,0,4,8,1150,220,2006,0,"98122",47.6021,-122.295,1370,1339 +"7849202190","20141223T000000",235000,0,0,1470,4800,"2",0,0,3,7,1470,0,1996,0,"98065",47.5265,-121.828,1060,7200 +"7215730070","20140911T000000",680000,5,3,2970,6500,"2",0,0,3,9,2970,0,2000,0,"98075",47.5973,-122.018,2970,6588 +"0121039083","20150206T000000",629000,3,1.75,1460,12367,"2",1,4,4,8,1120,340,1970,0,"98023",47.3311,-122.375,1970,18893 +"2770601677","20150422T000000",494000,3,3.5,1570,1486,"2.5",0,0,3,8,1330,240,2000,0,"98199",47.652,-122.384,1610,1486 +"3720800070","20150127T000000",1.1e+006,4,3,2880,5500,"2",0,0,4,9,1920,960,1926,0,"98102",47.6448,-122.317,2110,5500 +"3558910570","20150116T000000",450000,5,2.5,1900,9460,"1",0,0,3,7,1190,710,1969,0,"98034",47.7096,-122.202,1940,8360 +"1081300390","20141030T000000",330000,3,1.75,2020,11050,"1",0,0,4,8,1320,700,1969,0,"98059",47.4706,-122.119,1940,11050 +"7805450560","20140820T000000",960000,4,2.5,3110,11397,"2",0,3,4,10,3110,0,1984,0,"98006",47.5623,-122.106,3110,11586 +"6648770240","20141224T000000",360000,4,2.5,2390,7056,"2",0,0,3,9,2390,0,1990,0,"98001",47.3385,-122.264,2590,7801 +"5104520810","20140810T000000",378000,3,2.5,2150,11672,"2",0,0,3,8,2150,0,2004,0,"98038",47.3515,-122.006,2150,5450 +"2719100400","20140912T000000",499950,3,1.75,1340,6250,"1",0,0,4,7,1090,250,1941,0,"98136",47.5427,-122.386,1550,1755 +"0255000320","20140724T000000",450000,3,2.5,1990,12866,"2",0,0,4,7,1990,0,1986,0,"98072",47.7477,-122.17,2310,8803 +"5398600075","20140825T000000",523500,2,2,1600,5969,"1",0,0,4,7,800,800,1950,0,"98116",47.5691,-122.394,1520,5969 +"7695470200","20141208T000000",600000,3,2.5,2680,43995,"2",0,0,3,9,2680,0,1986,0,"98077",47.7655,-122.086,2520,37277 +"6892510200","20140602T000000",290000,3,2.5,2080,4828,"2",0,0,3,8,2080,0,2002,0,"98042",47.3737,-122.132,2190,4620 +"4123800320","20150206T000000",176000,3,3.25,1340,5434,"2",0,0,3,7,1340,0,1986,0,"98038",47.3779,-122.045,1670,6203 +"0809001505","20140918T000000",885000,3,2,2590,3750,"1.5",0,0,5,7,1790,800,1904,0,"98109",47.635,-122.353,2440,4000 +"3856905185","20140624T000000",483000,2,1.75,1240,3000,"1.5",0,0,3,7,1240,0,1906,0,"98105",47.6689,-122.326,1800,4080 +"4051100390","20150508T000000",240000,3,1,1310,7125,"1",0,0,4,7,1310,0,1978,0,"98042",47.3739,-122.148,1650,7290 +"0579003240","20140925T000000",720000,4,2.25,2530,5200,"1",0,1,4,8,1530,1000,1957,0,"98117",47.6985,-122.382,2240,5200 +"2333230060","20141105T000000",311000,4,2.5,1780,5822,"2",0,0,3,7,1780,0,2001,0,"98058",47.4455,-122.169,1990,4092 +"7129303240","20150102T000000",332500,3,2,1600,7995,"1",0,0,3,7,1600,0,1950,1984,"98118",47.5177,-122.257,2440,6900 +"1219000473","20140626T000000",164950,3,1.75,1570,15330,"1",0,0,3,7,1080,490,1956,0,"98166",47.4608,-122.34,1250,13330 +"1219000473","20150323T000000",371000,3,1.75,1570,15330,"1",0,0,3,7,1080,490,1956,0,"98166",47.4608,-122.34,1250,13330 +"5469700060","20150123T000000",264500,3,1.75,1650,16200,"1",0,0,3,7,1650,0,1976,0,"98031",47.3926,-122.168,1650,8680 +"1118000935","20140705T000000",1.738e+006,4,2.25,2920,6513,"2",0,0,4,9,2260,660,1937,0,"98112",47.638,-122.29,4510,9248 +"8819900055","20150330T000000",503000,2,1,870,4280,"1",0,2,4,6,870,0,1921,0,"98105",47.6697,-122.29,1750,4280 +"1995200338","20141029T000000",738000,4,2.5,2830,5010,"2",0,0,3,9,2170,660,2000,0,"98115",47.6952,-122.327,1880,5739 +"0091000320","20140923T000000",393000,2,1,980,3350,"1",0,0,4,7,980,0,1925,0,"98103",47.6858,-122.352,1260,4000 +"8887001600","20150412T000000",280000,2,1,990,45528,"1",0,0,4,7,990,0,1992,0,"98070",47.5013,-122.463,1730,45528 +"7183000060","20150325T000000",260000,4,2.5,2360,9647,"1",0,2,3,8,1530,830,1964,0,"98003",47.3367,-122.332,2580,9680 +"0194000565","20150409T000000",505000,2,1,1000,4640,"1",0,2,3,7,1000,0,1915,0,"98116",47.5659,-122.389,1940,5800 +"3830610320","20150105T000000",241000,3,1.5,1660,8000,"1",0,0,4,7,1120,540,1976,0,"98030",47.353,-122.172,1900,7500 +"7922710320","20150316T000000",530000,3,1.75,1520,9605,"1",0,0,3,7,1520,0,1975,0,"98052",47.667,-122.142,2040,9900 +"1231000310","20140812T000000",713000,1,1,1180,4000,"1.5",0,2,4,8,840,340,1910,0,"98118",47.5561,-122.266,1420,4000 +"0173000140","20140722T000000",487000,3,1.75,1770,10125,"2",0,0,3,7,1770,0,1944,1978,"98133",47.7289,-122.353,1680,9825 +"8651411260","20141113T000000",128000,2,1,980,5393,"1",0,0,3,6,980,0,1969,0,"98042",47.3674,-122.081,980,5200 +"7272000260","20141113T000000",210500,3,1,1840,10178,"1",0,0,3,7,1040,800,1960,0,"98198",47.3979,-122.317,2040,10660 +"2787700060","20150115T000000",420000,3,2.5,1810,7210,"1",0,0,5,7,1210,600,1968,0,"98059",47.5067,-122.163,1770,7210 +"5499700045","20141030T000000",679000,3,2.5,1780,4320,"2",0,0,4,8,1780,0,1930,1986,"98115",47.6809,-122.293,1690,4952 +"9433000390","20141218T000000",784950,4,2.75,2840,4227,"3",0,0,3,9,2840,0,2014,0,"98052",47.7097,-122.107,2880,4227 +"7300400200","20141119T000000",352000,4,2.5,2650,6366,"2",0,0,3,9,2650,0,1998,0,"98092",47.3325,-122.171,2650,6200 +"2771101963","20140611T000000",386000,3,1.5,1270,1318,"2",0,0,3,7,1080,190,2004,0,"98199",47.6526,-122.384,1360,1488 +"0123039346","20150430T000000",335000,3,1.75,1260,17000,"1",0,0,3,7,1260,0,1994,0,"98146",47.5114,-122.361,1540,7213 +"0524069116","20140602T000000",472500,3,2,1750,15500,"1",0,0,3,7,1490,260,1982,0,"98075",47.5887,-122.065,2450,50094 +"3583300075","20141103T000000",599950,5,2.25,2680,13292,"1",0,0,3,8,1340,1340,1976,0,"98028",47.7422,-122.257,2220,13181 +"7203220030","20140724T000000",963990,4,3.25,3830,6765,"2",0,0,3,9,3830,0,2014,0,"98053",47.685,-122.016,3830,6507 +"1250201550","20140925T000000",735000,3,2,1610,3600,"2",0,2,5,8,1610,0,1925,0,"98144",47.5969,-122.293,2540,6600 +"8651611260","20150317T000000",858450,3,4.25,3840,9751,"2",0,0,3,10,3840,0,1998,0,"98074",47.6347,-122.064,3230,7189 +"1797501275","20150507T000000",665000,5,2.75,2670,4000,"2",0,0,4,7,1800,870,1914,0,"98105",47.6711,-122.315,2460,4000 +"2215900800","20140731T000000",290000,3,2.5,2000,7414,"2",0,0,4,7,2000,0,1993,0,"98038",47.3508,-122.057,2000,7414 +"7883602650","20150413T000000",250000,2,1,860,4320,"1",0,0,3,7,860,0,1925,0,"98108",47.5263,-122.325,980,6000 +"3546000340","20141008T000000",192500,3,1.75,1420,7205,"1",0,0,3,7,1420,0,1986,0,"98030",47.3555,-122.175,1690,7405 +"6118600045","20140825T000000",350000,4,2,2060,13400,"1",0,2,4,8,2060,0,1957,0,"98166",47.4404,-122.34,1950,10370 +"1123059116","20150319T000000",518000,4,2.5,2790,9910,"2",0,0,3,8,2790,0,2003,0,"98059",47.4891,-122.141,2590,9910 +"0124000160","20140701T000000",563000,4,1,1410,3376,"1.5",0,0,5,7,1410,0,1911,0,"98107",47.6606,-122.365,1040,3600 +"8733000045","20141007T000000",375000,4,3,2420,9566,"2",0,0,3,7,2420,0,2003,0,"98188",47.4693,-122.266,2420,9135 +"0263000327","20150227T000000",400000,3,2.5,1460,1319,"3",0,0,3,8,1460,0,2002,0,"98103",47.698,-122.349,1430,1530 +"5153200358","20141029T000000",240000,5,1.75,2460,16000,"1",0,0,3,7,1230,1230,1957,0,"98023",47.3305,-122.351,1990,16000 +"2258500045","20140923T000000",317500,2,1,1000,5120,"1",0,0,3,6,1000,0,1902,0,"98122",47.6088,-122.307,1940,4300 +"6137500310","20150213T000000",1.315e+006,5,4,4420,36342,"2",0,0,5,10,2740,1680,1982,0,"98007",47.6468,-122.151,3720,37034 +"3323069045","20141110T000000",234000,3,1,1240,239144,"1",0,0,3,6,1240,0,1921,1992,"98038",47.4303,-122.046,1990,109335 +"8563070030","20140513T000000",645000,3,2.5,1740,13750,"2",0,0,4,9,1740,0,1975,0,"98008",47.6264,-122.092,2540,14300 +"0425049036","20150309T000000",649000,2,1,1280,4840,"1",0,0,3,7,1200,80,1908,0,"98115",47.6762,-122.299,1860,5500 +"8562750550","20150417T000000",605000,4,2.5,2520,3980,"2",0,0,3,8,2520,0,2004,0,"98027",47.5399,-122.07,2580,3980 +"0767000159","20140821T000000",337900,3,3.5,1500,1471,"3",0,0,3,7,1500,0,1999,0,"98177",47.7034,-122.362,1500,1445 +"5366200030","20150205T000000",535000,3,2.75,2490,3600,"2",0,0,3,8,2290,200,1906,0,"98122",47.6098,-122.292,1880,3600 +"7857000861","20140922T000000",325000,4,1,1530,5684,"1",0,0,3,7,1130,400,1957,0,"98108",47.5507,-122.298,1540,6095 +"1094000030","20141215T000000",429950,4,2.25,1740,10875,"1",0,0,3,8,1740,0,1967,0,"98059",47.5132,-122.157,1680,10701 +"1853000030","20150416T000000",775000,3,2.5,3550,32807,"2",0,0,3,9,3550,0,1989,0,"98077",47.7292,-122.082,3270,35001 +"5318101040","20140731T000000",650000,2,1,1280,6000,"1",0,0,3,7,1280,0,1965,0,"98112",47.6339,-122.282,2460,4800 +"3623500049","20150501T000000",1.2e+006,4,2.25,2320,13114,"2",0,0,5,8,2320,0,1967,0,"98040",47.5762,-122.239,2740,15000 +"1026049036","20140910T000000",275000,2,1,1140,10404,"1",0,0,3,5,1140,0,1935,0,"98155",47.7497,-122.286,2200,11550 +"8568030030","20140729T000000",575000,4,3.5,3930,16970,"2",0,0,3,9,3930,0,1997,0,"98019",47.7412,-121.966,2740,17219 +"4022906531","20140806T000000",540000,3,2.5,2370,16455,"1",0,0,5,7,1640,730,1959,0,"98155",47.7634,-122.277,2170,15551 +"5700002325","20140605T000000",640000,3,1.75,2340,4206,"1",0,0,5,7,1170,1170,1917,0,"98144",47.5759,-122.288,1360,4725 +"2473100510","20140923T000000",275000,3,1.5,1240,9125,"1",0,0,4,7,1240,0,1967,0,"98058",47.4469,-122.155,1670,9125 +"0629811600","20140724T000000",672800,4,2.5,2740,10533,"2",0,0,3,9,2740,0,1997,0,"98074",47.6095,-122.006,2760,8603 +"7923300310","20140527T000000",495000,4,2.25,1940,9144,"1",0,0,4,7,1430,510,1956,0,"98007",47.5942,-122.135,1460,9437 +"4054560140","20140926T000000",820000,3,2.5,2950,35108,"1.5",0,0,3,10,2950,0,1995,0,"98077",47.7316,-122.035,3810,35181 +"4027700632","20140609T000000",475000,4,2.75,1980,11443,"1",0,0,5,7,1980,0,1952,0,"98155",47.7707,-122.273,2080,15700 +"2818100060","20140520T000000",1.275e+006,4,2,2850,7861,"1",0,4,4,10,1450,1400,1970,0,"98117",47.6995,-122.397,2810,8087 +"1771000960","20150429T000000",380000,3,1,1160,9375,"1",0,0,3,7,1160,0,1967,0,"98077",47.7419,-122.073,1160,9650 +"2591830350","20140820T000000",397500,3,2,2130,8225,"1",0,0,4,8,2130,0,1987,0,"98058",47.4396,-122.162,2580,8225 +"8842400071","20140507T000000",352000,5,2.5,2420,8560,"1",0,2,3,7,1620,800,1978,0,"98118",47.532,-122.285,2210,7040 +"7856700060","20150413T000000",893880,6,2.5,2820,8600,"1",0,0,5,8,1430,1390,1967,0,"98006",47.565,-122.144,2070,8900 +"9186300060","20140916T000000",635000,5,3.25,3710,34200,"2",0,0,3,8,2510,1200,1986,0,"98074",47.6101,-122.047,1720,23100 +"3275740030","20140507T000000",420000,3,2.25,1770,8165,"2",0,0,3,7,1770,0,1977,0,"98034",47.7166,-122.236,1650,8165 +"0452001860","20150321T000000",503000,3,2,1260,2500,"1",0,0,4,7,750,510,1987,0,"98107",47.6748,-122.371,1710,5000 +"7779200075","20140909T000000",689000,2,1.75,2330,10143,"1",0,2,4,7,1220,1110,1953,0,"98146",47.4899,-122.359,2560,9750 +"3975400260","20140902T000000",749500,4,2.75,2490,3840,"1.5",0,0,4,7,1610,880,1922,0,"98103",47.6551,-122.344,1420,4000 +"2225059336","20141006T000000",1.15e+006,6,3.75,4090,49542,"2",0,0,3,9,3100,990,1984,0,"98005",47.6408,-122.153,2980,43357 +"8567450060","20140609T000000",563500,4,2.5,2800,12831,"2",0,0,3,8,2800,0,2001,0,"98019",47.7392,-121.966,2810,10235 +"6178930340","20140630T000000",480000,4,3,2440,9664,"2",0,0,3,8,1890,550,1981,0,"98028",47.7649,-122.253,2380,9609 +"8731990370","20150422T000000",374950,4,3,2540,8800,"1",0,1,3,9,1620,920,1977,0,"98023",47.3204,-122.387,2540,8800 +"9407150350","20150410T000000",308950,3,2.5,1600,6250,"2",0,0,3,7,1600,0,1995,0,"98038",47.3675,-122.02,1760,6110 +"3438502200","20140917T000000",445000,4,2.75,2680,16934,"1",0,0,4,7,1340,1340,1958,0,"98106",47.542,-122.364,1240,7000 +"1274500700","20150421T000000",237200,3,1.5,1220,9000,"1",0,0,4,7,1220,0,1968,0,"98042",47.3642,-122.109,1220,9472 +"5667100045","20140902T000000",453500,3,1.75,1550,7270,"1.5",0,0,5,7,1550,0,1953,0,"98125",47.72,-122.317,1050,7210 +"2887700560","20150507T000000",616500,3,2,2080,4549,"1",0,0,5,7,1040,1040,1954,0,"98115",47.6886,-122.309,1620,4549 +"7215720070","20140806T000000",1.25e+006,5,5,5000,32909,"2",0,0,3,10,5000,0,2000,0,"98075",47.6012,-122.022,3030,12601 +"6638900550","20150407T000000",396000,1,1,630,5150,"1",0,0,4,5,630,0,1954,0,"98117",47.6923,-122.369,1390,5150 +"0723049307","20140708T000000",210000,3,1,1070,8179,"1",0,0,3,6,1070,0,1949,0,"98146",47.5015,-122.349,1050,8177 +"7577700521","20141001T000000",539000,2,1.75,1900,5175,"1",0,0,3,7,1200,700,1919,0,"98116",47.5689,-122.386,1370,5175 +"7888700030","20140825T000000",605000,3,2.5,2960,18600,"2",0,0,3,8,2960,0,1979,0,"98166",47.4358,-122.344,2740,15681 +"3501600135","20140707T000000",437500,3,2,1490,4800,"2",0,0,5,6,1490,0,1948,0,"98117",47.6933,-122.361,1500,4800 +"1822059331","20140716T000000",215000,3,1.5,1500,15000,"1",0,0,3,7,1500,0,1952,0,"98031",47.3926,-122.208,1790,13905 +"7852030310","20140618T000000",440000,4,2.5,2410,4780,"2",0,0,3,7,2410,0,2000,0,"98065",47.5326,-121.879,2410,4025 +"8901001090","20141117T000000",525000,3,1,2000,22500,"1",0,0,3,7,1680,320,1939,0,"98125",47.711,-122.308,2000,10000 +"0192450200","20140821T000000",319900,3,1.5,1140,20383,"1",0,0,3,7,840,300,1985,0,"98045",47.4755,-121.758,1200,15625 +"1771100030","20150106T000000",335000,3,1,1120,9075,"1",0,0,3,7,1120,0,1977,0,"98077",47.7551,-122.072,1120,9705 +"1560920370","20141107T000000",485000,3,2.25,2900,35273,"2",0,0,3,9,2900,0,1986,0,"98038",47.4013,-122.03,2510,38487 +"8731981360","20140925T000000",359999,4,2.25,3220,7700,"2",0,0,4,8,3220,0,1976,0,"98023",47.3188,-122.38,2570,7700 +"9541600060","20140807T000000",799000,5,2.75,2500,19783,"1",0,3,4,8,2500,0,1959,0,"98005",47.5938,-122.174,1700,15375 +"2923049468","20140912T000000",280000,3,2.25,1610,10454,"1",0,0,3,7,1610,0,1977,0,"98148",47.4517,-122.331,1720,9583 +"8722100810","20140708T000000",1.05e+006,4,2.75,2250,3433,"1.5",0,0,3,8,1500,750,1927,2013,"98112",47.6382,-122.307,1970,3484 +"7840800135","20141119T000000",290000,1,2,1240,4800,"2",0,0,3,6,1240,0,1910,0,"98055",47.4778,-122.211,1030,4800 +"8083350070","20141217T000000",235000,2,2.25,1660,2748,"2",0,0,3,7,1660,0,1995,0,"98055",47.4333,-122.212,1620,3167 +"1923800135","20141001T000000",495000,3,1.75,2080,3000,"1",0,0,4,7,1040,1040,1925,0,"98103",47.6853,-122.35,1000,3193 +"1310980070","20150224T000000",290000,3,2.25,1880,7488,"2",0,0,3,8,1880,0,1980,0,"98032",47.3631,-122.277,2180,7344 +"3110800030","20141028T000000",230000,4,1.5,1050,9516,"1",0,0,4,7,1050,0,1969,0,"98031",47.4151,-122.181,1390,9600 +"8731801260","20150220T000000",234000,3,1.75,1480,8475,"1",0,0,4,7,1480,0,1968,0,"98023",47.3126,-122.361,1800,8800 +"7202270700","20141003T000000",597400,4,2.5,2420,4500,"2",0,0,3,7,2420,0,2001,0,"98053",47.6874,-122.037,2280,4500 +"7230300060","20140805T000000",370000,4,2.5,2190,17600,"1",0,0,4,7,1110,1080,1966,0,"98059",47.4712,-122.112,1820,17600 +"0011510700","20140519T000000",755000,4,2.5,2660,10452,"2",0,0,3,9,2660,0,1993,0,"98052",47.6972,-122.104,2890,9025 +"0586470350","20150403T000000",342000,3,2.5,2430,5715,"2",0,0,3,7,2430,0,1999,0,"98030",47.3718,-122.168,3040,5702 +"6840700036","20140728T000000",497000,2,1,770,3325,"1",0,0,3,7,770,0,1918,0,"98122",47.6102,-122.299,960,4800 +"1824069083","20150429T000000",835000,3,1,3060,30166,"1",0,0,5,8,3060,0,1959,0,"98027",47.5656,-122.093,1880,19602 +"1836980240","20141015T000000",730000,4,2.75,2920,4500,"2",0,0,3,9,2920,0,1999,0,"98006",47.5646,-122.124,2920,4505 +"3528900160","20141001T000000",655000,3,1,1370,5250,"1",0,0,3,7,1070,300,1939,0,"98109",47.6421,-122.348,2410,4200 +"1442800060","20141120T000000",205000,3,2.5,1870,3118,"2",0,0,3,8,1870,0,1993,0,"98038",47.3739,-122.056,1580,3601 +"8722100030","20150407T000000",632750,4,2,1800,4800,"1.5",0,0,3,7,1800,0,1918,0,"98112",47.6388,-122.302,1950,4800 +"1723049624","20140512T000000",330000,5,3,2100,7715,"1",0,0,3,7,1250,850,2013,0,"98168",47.4866,-122.319,2100,7959 +"4040400200","20141007T000000",527500,5,2.25,2530,8250,"2",0,0,4,7,2530,0,1961,0,"98007",47.6117,-122.134,2020,8250 +"8691391090","20140508T000000",716500,4,2.5,3290,6465,"2",0,0,3,9,3290,0,2002,0,"98075",47.5981,-121.976,3100,5929 +"7853302190","20141217T000000",388500,4,2.5,1890,5395,"2",0,0,3,7,1890,0,2006,0,"98065",47.5415,-121.883,2060,5395 +"3260000700","20140904T000000",530000,3,1.75,1680,7770,"1",0,0,4,7,1680,0,1967,0,"98005",47.6028,-122.167,1880,7770 +"5126300510","20150108T000000",419000,3,2.5,2170,4517,"2",0,0,3,8,2170,0,2002,0,"98059",47.4819,-122.14,2610,4770 +"7199330370","20150309T000000",385000,3,1.75,1200,7360,"1",0,0,4,7,1200,0,1978,0,"98052",47.6979,-122.13,1200,7500 +"1854900240","20140528T000000",655000,4,2.5,2990,5669,"2",0,0,3,8,2990,0,2003,0,"98074",47.6119,-122.011,3110,5058 +"6738700335","20140701T000000",1.695e+006,4,2.75,3770,10900,"2",0,2,5,9,3070,700,1924,0,"98144",47.5849,-122.29,3000,5000 +"0322059264","20140926T000000",279000,2,1,1020,47044,"1",0,0,5,7,1020,0,1904,1958,"98042",47.4206,-122.155,1930,12139 +"5557500270","20150209T000000",262000,3,1.5,1700,9579,"1",0,0,4,7,1100,600,1962,0,"98023",47.3209,-122.338,1700,9628 +"9164100125","20140807T000000",533000,4,1,1550,4750,"1.5",0,0,3,7,1550,0,1919,0,"98117",47.6824,-122.389,1320,4750 +"7370600045","20150402T000000",640000,3,1.75,1680,8100,"1",0,2,3,8,1680,0,1950,0,"98177",47.7212,-122.364,1880,7750 +"8594400060","20140609T000000",285000,3,2.25,1680,35127,"2",0,0,3,7,1680,0,1987,0,"98092",47.3025,-122.067,1820,35166 +"7818900060","20140708T000000",458400,4,2.5,1910,10300,"1",0,0,3,8,1910,0,1921,1968,"98177",47.7581,-122.359,1910,7750 +"2126059139","20150318T000000",620000,5,3.25,3160,10587,"1",0,0,5,7,2190,970,1960,0,"98034",47.7238,-122.165,2200,7761 +"1759701600","20140512T000000",465000,3,1.5,2020,11358,"1",0,0,4,6,1190,830,1956,0,"98033",47.6641,-122.185,2370,9520 +"1795920310","20140804T000000",690000,4,3.75,3210,7054,"2",0,0,4,8,3210,0,1985,0,"98052",47.7268,-122.103,2350,8020 +"1626069139","20140821T000000",462500,3,2.25,2350,51400,"1",0,0,3,7,1390,960,1977,0,"98077",47.7417,-122.053,2350,51400 +"3303951600","20140820T000000",369950,4,2.5,1910,10221,"2",0,0,3,8,1910,0,1994,0,"98038",47.381,-122.035,2210,8705 +"3353402400","20150326T000000",124500,2,1,840,6480,"1",0,0,4,5,840,0,1954,0,"98001",47.264,-122.258,1100,7300 +"2332700060","20140806T000000",950000,4,2.25,2620,10920,"1",0,0,3,9,2620,0,1965,0,"98005",47.6117,-122.164,2370,11907 +"4040800260","20140616T000000",418000,4,1.5,1220,10580,"1",0,0,3,7,1220,0,1965,0,"98008",47.6205,-122.116,1350,7800 +"1202000140","20141210T000000",160000,3,1,1060,8000,"1",0,0,4,6,1060,0,1927,0,"98002",47.305,-122.218,1060,4697 +"4022902050","20150415T000000",457000,4,2.5,2200,10800,"1",0,0,3,8,1500,700,1964,0,"98155",47.7711,-122.288,2280,10800 +"4364200125","20150129T000000",530000,2,1.75,2120,7680,"1",0,0,5,6,1130,990,1948,0,"98126",47.5304,-122.374,1220,7680 +"4036801245","20140522T000000",385000,3,1,1250,7300,"1",0,0,4,7,1250,0,1956,0,"98008",47.6032,-122.125,1540,7400 +"7375100070","20150318T000000",491000,3,1.75,1440,7800,"1",0,0,4,7,1440,0,1958,0,"98008",47.5996,-122.12,1440,7800 +"0686400060","20140820T000000",521000,4,2.25,1890,8034,"1",0,0,4,8,1890,0,1967,0,"98008",47.6338,-122.117,1920,7210 +"1645000710","20150410T000000",255000,3,1,1140,8528,"1",0,0,5,7,1140,0,1967,0,"98022",47.2098,-122.004,1140,8112 +"5476800069","20140527T000000",292050,5,3,2840,7199,"1",0,0,3,7,1710,1130,2003,0,"98178",47.5065,-122.275,2210,10800 +"0823059185","20140520T000000",326000,6,3,1880,7200,"1",0,0,4,7,1880,0,1966,0,"98056",47.5029,-122.188,1540,13022 +"4364200075","20140624T000000",300000,2,1,750,5120,"1",0,0,4,6,750,0,1941,0,"98126",47.5312,-122.375,930,7200 +"2473420070","20150430T000000",291600,3,1.75,1630,7480,"1",0,0,3,7,1330,300,1979,0,"98058",47.4514,-122.159,1940,7480 +"5706201360","20150219T000000",435000,5,1.5,1720,12551,"1",0,0,3,7,1720,0,1967,0,"98027",47.5241,-122.053,1560,12960 +"4442800012","20141218T000000",465000,3,2.5,1600,1311,"3",0,0,3,8,1600,0,2005,0,"98117",47.6903,-122.394,1390,1321 +"3339900640","20140620T000000",200000,3,2.25,1230,7420,"1.5",0,0,5,7,1230,0,1913,0,"98002",47.3184,-122.22,1260,7556 +"0425400070","20140717T000000",238000,3,1.5,1610,6132,"1",0,2,4,7,1090,520,1959,0,"98056",47.5017,-122.174,1650,6132 +"4036800370","20141103T000000",455000,4,2.5,1320,7000,"1",0,0,4,7,1320,0,1956,0,"98008",47.6007,-122.127,1550,8610 +"2412600070","20141030T000000",230000,6,3,2180,7220,"2",0,0,3,7,2180,0,1980,0,"98003",47.3046,-122.305,2260,7344 +"8805900570","20140911T000000",808000,4,2.25,2190,4104,"2",0,0,5,8,1410,780,1928,0,"98112",47.6419,-122.306,1990,3860 +"9178600810","20141217T000000",578500,3,1,1490,5700,"1.5",0,0,3,7,1490,0,1916,0,"98103",47.6549,-122.331,2290,5700 +"2979800764","20140605T000000",390000,3,2,1463,868,"3",0,0,3,7,1463,0,2003,0,"98115",47.6843,-122.317,1484,4320 +"3904980270","20150505T000000",517500,3,2.5,1800,3933,"2",0,0,3,8,1800,0,1989,0,"98029",47.5746,-122.009,1800,4659 +"6738700075","20140626T000000",755000,4,2.75,2880,4000,"1.5",0,0,3,9,2100,780,1912,2000,"98144",47.5843,-122.293,2110,4000 +"1646501920","20141030T000000",579500,3,1.75,1250,4120,"1",0,0,4,7,980,270,1925,0,"98117",47.685,-122.36,1250,4120 +"2997800075","20140929T000000",649950,3,2.75,1670,1350,"3",0,0,3,9,1350,320,2014,0,"98116",47.5764,-122.408,1520,4800 +"4440400125","20140508T000000",228000,4,1.75,2000,6120,"1",0,0,3,7,1100,900,1965,0,"98178",47.5035,-122.258,1880,6120 +"3423600060","20141202T000000",665000,4,1.75,2280,3680,"1.5",0,0,5,7,1470,810,1926,0,"98115",47.6754,-122.3,1850,3680 +"1523560030","20150325T000000",689000,4,2.5,2110,6069,"2",0,0,3,9,2110,0,1999,0,"98052",47.6374,-122.111,2180,9000 +"2896000710","20141022T000000",560000,4,2.5,2520,11240,"1",0,0,3,8,1440,1080,1977,0,"98052",47.6748,-122.144,2360,10345 +"9238900060","20140529T000000",529000,3,1,1590,6420,"1",0,0,3,7,1590,0,1944,0,"98136",47.5355,-122.392,1780,5900 +"1081310060","20150108T000000",375000,5,2.5,2100,14858,"1",0,0,5,8,2100,0,1970,0,"98059",47.4721,-122.123,1980,11730 +"3256400060","20140923T000000",325000,4,2.75,2090,9240,"1",0,0,4,6,2090,0,1949,0,"98146",47.4854,-122.343,1460,9240 +"8914200060","20150115T000000",583000,4,2.5,3390,10519,"2",0,2,3,10,3390,0,1990,0,"98003",47.332,-122.334,2830,10519 +"0732000160","20150429T000000",330000,2,1,790,9784,"1",0,0,3,6,790,0,1932,0,"98155",47.7634,-122.284,2350,10102 +"1592080060","20150417T000000",262000,3,2.5,1970,8727,"2",0,0,3,7,1970,0,1995,0,"98092",47.3263,-122.189,1670,9168 +"7852190320","20150313T000000",555000,4,2.5,2870,6776,"2",0,0,3,8,2870,0,2004,0,"98065",47.539,-121.878,2770,6658 +"7950303270","20150302T000000",585000,2,1,1110,6000,"1",0,0,3,7,1010,100,1951,0,"98118",47.5632,-122.282,1410,3500 +"7853340960","20150227T000000",425590,3,2.75,1940,3088,"2",0,3,3,8,1770,170,2008,0,"98065",47.5185,-121.878,1410,2335 +"7312900060","20140603T000000",235000,2,1,720,4840,"1",0,0,4,6,720,0,1947,0,"98126",47.5534,-122.375,1510,4840 +"1231001090","20140724T000000",362362,2,1,710,4000,"1",0,0,3,6,710,0,1909,0,"98118",47.5535,-122.269,960,4000 +"1545805460","20150204T000000",252000,3,2,1370,7500,"1",0,0,3,7,1370,0,1997,0,"98038",47.3634,-122.046,1420,7500 +"1473120390","20141224T000000",439000,4,2.5,2690,9551,"2",0,0,3,9,2690,0,1992,0,"98058",47.4343,-122.156,2890,9121 +"1657300070","20140812T000000",465000,4,2.25,3360,10810,"2",0,0,4,9,3360,0,1988,0,"98092",47.3316,-122.203,2590,10810 +"0104501040","20141003T000000",249900,4,2,1500,7854,"1.5",0,0,3,7,1500,0,1983,0,"98023",47.3127,-122.354,1500,7334 +"9345400350","20140718T000000",665000,2,2.5,2600,5000,"1",0,0,5,8,1300,1300,1926,0,"98126",47.5806,-122.379,2260,5000 +"2592400400","20141014T000000",370000,3,1.75,1160,8774,"1",0,0,3,7,1160,0,1972,0,"98034",47.7159,-122.165,1990,7908 +"6788200295","20140612T000000",620000,2,1,1430,3000,"1.5",0,0,3,7,1300,130,1929,0,"98112",47.6415,-122.303,1750,4000 +"7308900445","20140724T000000",375000,3,1,1870,7671,"1",0,0,4,8,1720,150,1937,0,"98177",47.7162,-122.36,1460,7679 +"3034200435","20140827T000000",552625,4,2,2560,9390,"1",0,0,5,8,1280,1280,1957,0,"98133",47.7169,-122.329,1830,8169 +"3755000060","20140930T000000",315500,3,1,1160,10500,"1",0,0,4,7,1160,0,1966,0,"98034",47.7267,-122.227,1520,10500 +"7524950710","20140919T000000",620000,2,1.75,1680,8187,"1",0,0,4,8,1680,0,1983,0,"98027",47.5603,-122.081,2390,7801 +"6071200400","20141125T000000",510000,4,2.5,2010,9075,"1",0,0,4,8,1310,700,1959,0,"98006",47.553,-122.182,1850,9220 +"1939000030","20140627T000000",652500,4,2.5,2540,38677,"2",0,0,3,9,2540,0,1987,0,"98053",47.6694,-122.044,2560,36280 +"6979900370","20141114T000000",574000,4,2.5,3240,22795,"2",0,0,3,8,3240,0,1998,0,"98053",47.6329,-121.969,2570,29761 +"3303860160","20150224T000000",430000,3,2.5,2670,12806,"2",0,0,3,9,2670,0,2010,0,"98038",47.3686,-122.059,3010,7231 +"6413100311","20140603T000000",390000,3,2,1080,7236,"1",0,0,5,7,1080,0,1947,0,"98125",47.7143,-122.32,1120,8008 +"1232002015","20140605T000000",466500,3,1,1430,3840,"1",0,0,3,7,950,480,1945,0,"98117",47.6847,-122.381,1430,3840 +"5116060030","20141028T000000",315000,2,2.25,1290,2436,"2",0,0,3,7,1290,0,1984,0,"98052",47.6803,-122.156,1360,3088 +"1898700310","20140505T000000",220000,4,1.5,1240,9600,"1",0,0,3,7,1240,0,1971,0,"98023",47.3206,-122.397,1240,9592 +"1079600270","20150306T000000",325000,3,1.75,1840,17286,"1",0,0,4,7,1440,400,1978,0,"98030",47.371,-122.173,1840,14541 +"1073100030","20150428T000000",365000,3,1,1120,8443,"1",0,0,3,7,1120,0,1953,0,"98133",47.7715,-122.336,1450,8433 +"1157200189","20140514T000000",356000,3,3.5,2100,12384,"2",0,0,3,9,2100,0,1980,0,"98188",47.4687,-122.263,2400,7776 +"3822200105","20140923T000000",380000,4,1.75,2030,12518,"1",0,0,3,8,1610,420,1950,0,"98125",47.7278,-122.297,1650,7872 +"8121200700","20140713T000000",579000,4,2.25,2030,8764,"2",0,0,4,8,2030,0,1983,0,"98052",47.7214,-122.11,1950,8750 +"4221900030","20150501T000000",682000,2,1,890,5000,"1",0,0,3,7,890,0,1943,0,"98105",47.6666,-122.279,1680,5000 +"9475200030","20140616T000000",499000,3,1.75,1750,12325,"1",0,0,4,7,1470,280,1968,0,"98052",47.6832,-122.118,1820,9750 +"3585220070","20150423T000000",333760,3,1,1300,5880,"1",0,0,3,7,1300,0,1968,0,"98052",47.6937,-122.113,1300,7700 +"8644220070","20140910T000000",745000,4,2.5,2650,18903,"2",0,0,3,11,2650,0,1994,0,"98075",47.5761,-121.989,3270,18843 +"9225900055","20140722T000000",380000,3,1.75,1750,10870,"1",0,0,5,7,1750,0,1968,0,"98056",47.4989,-122.188,1230,10868 +"1972202010","20140801T000000",435000,3,3,1440,1350,"3.5",0,2,3,8,1440,0,2005,0,"98103",47.6525,-122.345,1440,1350 +"9547200340","20150120T000000",520000,3,2.75,1700,3264,"1",0,0,3,7,1060,640,1919,0,"98115",47.6767,-122.311,1880,4080 +"2481630030","20150427T000000",965000,4,2.5,3920,41206,"2",0,0,4,10,3920,0,1988,0,"98072",47.7325,-122.132,3780,36562 +"3092000030","20140808T000000",270000,3,2.25,1470,16728,"1",0,0,4,7,1350,120,1959,0,"98168",47.4968,-122.302,1540,9000 +"3592500340","20150313T000000",1.1e+006,5,2.75,2520,4643,"1.5",0,0,4,8,2120,400,1916,0,"98112",47.6348,-122.301,2100,4564 +"3447000060","20141008T000000",577500,3,1.75,2140,13286,"1",0,0,4,8,1220,920,1964,0,"98006",47.5722,-122.128,2250,13286 +"2767704860","20140728T000000",650000,3,1.75,1550,5000,"1",0,0,3,7,1250,300,1911,2011,"98107",47.6722,-122.372,1110,5000 +"4141000060","20141205T000000",1.2275e+006,4,2.5,3180,10319,"2",0,0,4,11,3180,0,1986,0,"98040",47.5372,-122.232,3130,12120 +"7767000060","20140912T000000",1.9e+006,5,4.25,6510,16471,"2",0,3,4,11,3250,3260,1980,0,"98040",47.5758,-122.242,4480,16471 +"2061100390","20140721T000000",475000,2,2,1440,3720,"1.5",0,0,3,7,1440,0,1983,0,"98115",47.6902,-122.325,1490,4308 +"4388000260","20150330T000000",200000,3,1,1150,10132,"1",0,0,4,7,1150,0,1970,0,"98023",47.3172,-122.372,1180,8713 +"7787110510","20140620T000000",397000,4,2.5,2320,11717,"2",0,0,3,8,2320,0,1997,0,"98045",47.484,-121.78,2320,9714 +"4024100982","20150219T000000",383610,3,2,1230,8450,"1",0,0,3,7,1230,0,1989,0,"98155",47.7548,-122.305,2110,8536 +"2621420060","20140728T000000",275000,4,2.5,2060,5742,"2",0,0,3,7,2060,0,1999,0,"98030",47.3612,-122.185,1610,7298 +"4319200060","20140709T000000",840000,3,2,2783,11177,"2",0,0,3,8,2783,0,1910,1999,"98126",47.538,-122.38,1730,8018 +"2473480310","20140918T000000",365000,4,2.5,2140,7350,"2",0,0,3,8,2140,0,1985,0,"98058",47.4483,-122.124,2120,8395 +"3629960060","20140904T000000",362000,3,2.75,1420,955,"2",0,0,3,8,1160,260,2004,0,"98029",47.5477,-122.003,1420,955 +"7857000732","20141101T000000",350000,3,1.75,2090,6258,"1",0,0,3,7,1390,700,1956,0,"98108",47.5503,-122.301,1790,5793 +"7805600070","20141111T000000",200000,2,1.75,1320,13052,"1.5",0,0,3,7,1320,0,1980,0,"98014",47.712,-121.352,1320,13052 +"0109200140","20150506T000000",299000,4,2.5,2300,8100,"1",0,0,4,8,1360,940,1979,0,"98023",47.2979,-122.371,1910,7630 +"3224059033","20141007T000000",555000,4,1.5,3050,82764,"1",0,0,3,8,1650,1400,1966,0,"98056",47.5266,-122.189,2930,10074 +"0868002015","20150225T000000",1.326e+006,3,2.25,2960,8330,"1",0,3,4,10,2260,700,1953,0,"98177",47.7035,-122.385,2960,8840 +"0321100260","20140630T000000",896000,5,2.75,2520,16100,"1",0,3,4,8,1570,950,1960,0,"98040",47.528,-122.224,2760,16988 +"2325039084","20141217T000000",550000,2,1.75,1740,7290,"1",0,0,3,8,1280,460,1950,0,"98199",47.6461,-122.397,1820,6174 +"2126049083","20150508T000000",324500,2,1,1300,6617,"1",0,0,3,7,1300,0,1986,0,"98125",47.7238,-122.302,1820,7800 +"3298400350","20150105T000000",312500,3,1,1170,7350,"1",0,0,4,7,1170,0,1960,0,"98008",47.625,-122.117,1170,7350 +"7558800240","20150414T000000",485000,4,3.25,1946,17786,"2",0,1,4,7,1946,0,1990,0,"98070",47.359,-122.452,1460,16661 +"5100402782","20141020T000000",511000,2,1,1250,5413,"1",0,0,4,7,1250,0,1923,0,"98115",47.6945,-122.315,1250,5413 +"5466310060","20150324T000000",139500,2,1.5,1230,1561,"2",0,0,3,7,1230,0,1983,0,"98042",47.3768,-122.149,1660,2243 +"8079010310","20140611T000000",464000,4,2.5,2180,7203,"2",0,0,4,8,2180,0,1989,0,"98059",47.5119,-122.151,2350,7334 +"8581200240","20150429T000000",255000,3,1.75,1740,8800,"1",0,0,3,7,1140,600,1978,0,"98023",47.2968,-122.372,1690,7920 +"7853250070","20150417T000000",679975,4,2.5,3830,4644,"2",0,0,3,8,2900,930,2004,0,"98065",47.5384,-121.88,3400,6163 +"7785000260","20140709T000000",624800,3,2,2250,14274,"1",0,0,4,8,1500,750,1964,0,"98040",47.5762,-122.217,2820,13813 +"3525069037","20141120T000000",920000,3,2.75,2590,223027,"2",0,0,3,9,2590,0,1983,0,"98074",47.6145,-122.001,3410,212137 +"4217401180","20140530T000000",1.365e+006,3,2.5,2090,6000,"1.5",0,0,4,9,2090,0,1928,0,"98105",47.6567,-122.281,2730,6000 +"8861700030","20141212T000000",510000,3,1.5,2400,10275,"1",0,0,4,8,1540,860,1964,0,"98052",47.6888,-122.126,2380,10125 +"2287400030","20140626T000000",289659,4,2.25,2260,7200,"2",0,0,4,7,2260,0,1984,0,"98031",47.4121,-122.183,1720,7200 +"7852010510","20150424T000000",585000,4,2.5,2910,6250,"2",0,0,3,8,2910,0,1999,0,"98065",47.538,-121.87,2550,6250 +"5104512180","20140626T000000",555000,5,3,3640,6930,"2",0,0,3,8,3640,0,2004,0,"98038",47.3521,-122.012,3740,7182 +"9201000030","20150313T000000",940000,4,2.75,3770,24897,"2",0,2,4,8,2550,1220,1964,0,"98075",47.5824,-122.078,2640,11502 +"7199340560","20140909T000000",460000,3,2,1600,7350,"1",0,0,4,7,1600,0,1979,0,"98052",47.6977,-122.126,1600,7200 +"5561700340","20141121T000000",319000,3,2.5,2110,7434,"2",0,0,4,7,2110,0,1978,0,"98031",47.3935,-122.169,2100,7749 +"1657530350","20140519T000000",280000,3,2.5,1720,1916,"2",0,0,3,7,1720,0,2005,0,"98059",47.4895,-122.166,1760,1916 +"9423800030","20141118T000000",250000,3,1,1100,7470,"1",0,0,4,5,1100,0,1917,0,"98065",47.5242,-121.831,1280,7055 +"1939100560","20150116T000000",749950,4,2.5,2620,8312,"2",0,0,3,9,2620,0,1990,0,"98074",47.6272,-122.033,2260,8515 +"0626059276","20140530T000000",458000,5,2.5,3090,23265,"1",0,0,3,8,2990,100,1957,0,"98011",47.7709,-122.212,2560,18773 +"7852020800","20150402T000000",465000,3,2.5,1890,4808,"2",0,0,3,8,1890,0,2000,0,"98065",47.5348,-121.866,2460,5348 +"1994200012","20150413T000000",580000,3,1.75,1850,2797,"1",0,0,3,8,1150,700,1977,0,"98103",47.6871,-122.336,1450,4599 +"6626100260","20140806T000000",700000,4,2.5,3100,36562,"2",0,0,3,10,3100,0,1994,0,"98077",47.7646,-122.065,3080,39351 +"4166800320","20141110T000000",350000,4,2.5,2506,7206,"2",0,0,3,8,2506,0,2007,0,"98023",47.3236,-122.337,2441,7220 +"5490210200","20140905T000000",456000,4,1,1700,7689,"1",0,0,3,7,1080,620,1977,0,"98052",47.6955,-122.116,1700,7333 +"5067400162","20150218T000000",290000,3,2,1550,18958,"1.5",0,0,3,7,1550,0,1983,0,"98198",47.3699,-122.319,1840,12826 +"4306500070","20140711T000000",475000,4,2.75,2200,16288,"1",0,0,3,7,1290,910,1980,0,"98059",47.4793,-122.122,2650,6620 +"5416500260","20140908T000000",285000,3,2.5,1890,3629,"2",0,0,3,7,1890,0,2005,0,"98038",47.3613,-122.041,1980,4000 +"1446800710","20150227T000000",309000,3,1,1140,6400,"1",0,0,3,7,1140,0,1962,0,"98168",47.4902,-122.331,1340,6650 +"2324800350","20140506T000000",860000,4,2,3740,32417,"2",0,0,3,9,3740,0,2000,0,"98053",47.6728,-122.012,3180,32417 +"6648500390","20150226T000000",219000,3,2.25,1940,6500,"1",0,0,3,8,1440,500,1979,0,"98042",47.3565,-122.149,1880,8991 +"8078440140","20141009T000000",546500,3,2.5,2130,7199,"2",0,0,3,8,2130,0,1990,0,"98074",47.6331,-122.027,1890,7546 +"2624049050","20150213T000000",338000,2,1,1470,5566,"1",0,0,4,7,770,700,1919,0,"98118",47.5348,-122.269,1410,5808 +"1862400226","20150311T000000",505000,2,1,1070,8130,"1",0,0,3,7,1070,0,1942,0,"98117",47.697,-122.37,1360,7653 +"4046700140","20141002T000000",340000,4,1.75,1680,15084,"1",0,0,4,7,840,840,1979,0,"98014",47.6895,-121.912,1800,15092 +"3066410810","20140822T000000",678000,3,2.25,2730,10675,"2",0,0,3,9,2730,0,1990,0,"98074",47.6289,-122.042,2770,10570 +"5453700140","20141208T000000",800000,3,1.75,1890,10292,"1",0,0,4,8,1890,0,1969,0,"98040",47.535,-122.234,2630,10625 +"2648500030","20140725T000000",112000,1,1,1080,3230,"1",0,0,3,6,1080,0,1963,0,"98002",47.3075,-122.217,1210,5760 +"4167100240","20150310T000000",252000,3,1.75,1440,16819,"1.5",0,0,4,6,1440,0,1925,0,"98023",47.3318,-122.373,1560,12376 +"2460700030","20140604T000000",335000,4,2.75,2540,7210,"1",0,0,4,7,1600,940,1979,0,"98058",47.4601,-122.165,1820,7766 +"0682000030","20140703T000000",610000,3,2,2300,13418,"1",0,0,3,8,1430,870,1955,0,"98004",47.6075,-122.2,2140,9380 +"9211500560","20141028T000000",245000,3,2,1690,6790,"1",0,0,3,7,1360,330,1979,0,"98023",47.2981,-122.38,1740,6790 +"3211800140","20150205T000000",493500,3,1.75,1800,16026,"1",0,0,3,8,1390,410,1972,0,"98008",47.5815,-122.121,2210,13959 +"2193340260","20150107T000000",596500,4,2.25,1770,8505,"2",0,0,3,8,1770,0,1986,0,"98052",47.6904,-122.102,1880,8939 +"3419600125","20140701T000000",245000,3,2,1190,4072,"1.5",0,0,5,6,1190,0,1907,0,"98118",47.5276,-122.274,1680,5850 +"1357300240","20141027T000000",333500,3,1.75,1320,7200,"1",0,0,4,7,1320,0,1977,0,"98028",47.7341,-122.237,1750,7260 +"3876820140","20141110T000000",373000,3,1,1290,8974,"1",0,0,5,7,1290,0,1976,0,"98072",47.74,-122.173,1540,7500 +"9526600710","20140724T000000",759900,4,2.5,3000,5639,"2",0,0,3,8,3000,0,2008,0,"98052",47.7066,-122.115,3000,4587 +"2291400350","20140826T000000",317000,3,2.25,1358,1204,"3",0,0,3,7,1358,0,2007,0,"98133",47.7054,-122.346,1358,1196 +"9834200390","20150512T000000",670000,3,1.5,1220,4080,"1.5",0,0,5,7,1220,0,1914,0,"98144",47.5746,-122.289,1320,4080 +"7631200310","20141106T000000",985000,2,2.5,2720,26761,"2",1,4,3,7,2720,0,1990,0,"98166",47.4499,-122.376,1870,12396 +"3438500796","20150430T000000",310000,3,1.5,1060,6954,"1",0,0,4,6,1060,0,1983,0,"98106",47.5497,-122.355,1560,6372 +"0011520200","20141015T000000",750000,4,2.5,3020,13122,"2",0,0,3,9,2540,480,1997,0,"98052",47.6989,-122.111,3020,10873 +"0339600070","20140721T000000",408000,3,2,1640,3440,"2",0,0,3,7,1640,0,1987,0,"98052",47.6829,-122.097,1070,3549 +"0629810800","20140617T000000",900000,5,3.75,3870,8225,"2",0,0,3,10,3870,0,1998,0,"98074",47.6078,-122.01,3600,9361 +"8665900070","20150123T000000",460000,4,2.25,2860,15054,"1",0,0,3,8,1460,1400,1957,0,"98155",47.7655,-122.3,1730,18525 +"9282800075","20150317T000000",339000,4,2.5,1740,6000,"1",0,0,4,7,1740,0,1952,0,"98178",47.5026,-122.236,1190,6000 +"0809002675","20150413T000000",660000,3,2,1140,6000,"1",0,0,3,7,1140,0,1909,0,"98109",47.637,-122.355,1260,4000 +"6305900350","20150422T000000",449950,4,3,3290,10783,"2",0,0,3,9,3290,0,1990,0,"98031",47.3904,-122.178,2810,10783 +"1180002075","20140825T000000",235000,3,1,1210,6000,"1",0,0,3,7,1210,0,1930,0,"98178",47.4984,-122.224,1210,6000 +"8832900135","20150113T000000",769000,5,2.25,3320,13138,"1",0,2,4,9,1900,1420,1964,0,"98028",47.759,-122.269,2820,13138 +"8682230400","20140507T000000",428000,2,2,1350,3900,"1",0,0,3,8,1350,0,2003,0,"98053",47.7094,-122.03,1440,3900 +"9560800390","20140516T000000",445000,3,2.25,1990,7340,"2",0,0,3,8,1990,0,1984,0,"98072",47.7579,-122.141,2180,11223 +"2558630350","20150321T000000",462000,4,2.5,2060,6958,"1",0,0,3,7,1220,840,1974,0,"98034",47.7251,-122.168,1760,7350 +"7517500310","20150506T000000",775000,3,1,1460,6198,"1.5",0,0,4,7,1460,0,1916,0,"98107",47.6626,-122.361,2280,5160 +"4141400030","20141201T000000",605000,4,1.75,2250,10108,"1",0,0,4,8,2250,0,1967,0,"98008",47.5922,-122.118,2050,9750 +"8570900162","20141016T000000",193500,2,1,950,15996,"1",0,0,4,7,950,0,1946,1995,"98045",47.4987,-121.787,950,25510 +"6837820030","20140522T000000",389950,4,2.5,3140,8060,"2",0,0,3,9,3140,0,1991,0,"98023",47.3091,-122.343,3000,8060 +"0098030400","20140711T000000",790000,4,3.5,3560,6098,"2",0,0,3,10,3560,0,2006,0,"98075",47.5828,-121.972,3660,6846 +"7312400030","20150130T000000",442000,2,1,1410,5000,"1",0,2,4,7,940,470,1918,0,"98126",47.5531,-122.379,1450,5000 +"5452800800","20140613T000000",890000,4,2.25,2770,13500,"2",0,0,3,8,2770,0,1974,0,"98040",47.543,-122.231,2300,13500 +"7889000125","20150319T000000",235000,3,1,1864,6978,"1",0,0,4,7,1864,0,1958,0,"98002",47.285,-122.206,990,8000 +"5101402276","20141217T000000",495000,4,1.75,1930,6720,"1",0,2,3,8,1130,800,1959,0,"98115",47.6935,-122.312,1850,6380 +"1621069045","20150105T000000",600000,4,2.5,3870,50965,"2",0,0,3,10,3870,0,2007,0,"98010",47.3109,-122.045,2170,65843 +"1370800935","20140618T000000",1.4e+006,3,2,2020,5500,"1.5",0,3,3,10,1790,230,1937,0,"98199",47.6388,-122.409,2580,5500 +"7522600030","20140826T000000",251000,3,2,1300,8400,"1",0,0,4,7,1300,0,1967,0,"98198",47.368,-122.315,1300,7500 +"0123059046","20150326T000000",471000,4,2.25,3410,57063,"2",0,0,4,8,2410,1000,1978,0,"98059",47.505,-122.11,2870,145490 +"5201000030","20150323T000000",597000,4,2.5,2370,41338,"2",0,0,3,8,2370,0,1995,0,"98077",47.7379,-122.052,2340,46661 +"8965500030","20140923T000000",804000,5,3.5,2770,9305,"2",0,0,3,9,2770,0,1985,0,"98006",47.5628,-122.114,2520,9773 +"4019300030","20141013T000000",357000,3,1.75,1250,17493,"1",0,0,3,7,1250,0,1972,0,"98155",47.7613,-122.274,2180,19553 +"8929000030","20140821T000000",419990,3,2.5,1690,1689,"2",0,0,3,8,1150,540,2014,0,"98029",47.5528,-121.999,1540,1689 +"7880020030","20141110T000000",725000,4,2.5,3040,35201,"2",0,0,4,10,3040,0,1987,0,"98027",47.4872,-122.066,2990,35416 +"0806800400","20150209T000000",275000,3,2.5,2710,5733,"2",0,0,3,7,2710,0,2003,0,"98092",47.3357,-122.171,2720,5733 +"7327500270","20140925T000000",445000,3,2.25,1190,13630,"1",0,0,3,7,1190,0,1984,0,"98045",47.4813,-121.735,1630,14405 +"8568010310","20140912T000000",510000,3,2.5,2300,27566,"2",0,0,3,9,2300,0,1995,0,"98019",47.7369,-121.96,2480,16650 +"1126049105","20140527T000000",330000,4,1,1360,13372,"1",0,0,3,7,1360,0,1955,0,"98028",47.7622,-122.263,1540,10283 +"3438501662","20140818T000000",270000,3,1,1500,5605,"1",0,0,5,6,750,750,1942,0,"98106",47.5456,-122.359,1050,9100 +"0293000036","20150403T000000",495000,4,2,1610,4770,"1",0,0,4,7,1230,380,1941,0,"98126",47.5333,-122.381,1180,6120 +"2648000071","20150306T000000",225000,4,1.75,1420,10300,"2",0,0,3,7,1420,0,1950,2001,"98002",47.3121,-122.215,1420,10300 +"5273200060","20150504T000000",716528,3,1.5,1750,5400,"1",0,0,4,7,1050,700,1952,0,"98115",47.6799,-122.279,1750,5400 +"2025701360","20141014T000000",260000,3,2.5,1510,6095,"2",0,0,4,7,1510,0,1991,0,"98038",47.3498,-122.037,1520,6000 +"7787120260","20140609T000000",471000,4,2.5,2330,9928,"2",0,0,3,8,2330,0,1998,0,"98045",47.4836,-121.783,2430,8175 +"4154305085","20150226T000000",690000,5,3.5,2690,4800,"2",0,2,3,8,1930,760,1919,1984,"98118",47.5592,-122.269,2080,4900 +"0967000400","20150428T000000",548000,5,1.5,1700,7200,"1.5",0,0,3,7,1700,0,1937,0,"98011",47.7614,-122.203,1460,7194 +"5101401816","20140726T000000",505000,3,1,1020,5410,"1",0,0,4,7,880,140,1928,0,"98115",47.6924,-122.31,1580,5376 +"3755000310","20141217T000000",325000,3,1,1160,11799,"1",0,0,3,7,1160,0,1966,0,"98034",47.7263,-122.229,1220,10500 +"7300200400","20141105T000000",682000,4,2.25,2450,34092,"2",0,0,4,8,2450,0,1980,0,"98075",47.5751,-122.049,2410,35378 +"1795920350","20140617T000000",605000,3,2.25,2010,10760,"2",0,0,3,8,2010,0,1985,0,"98052",47.7276,-122.103,2240,9357 +"3530440140","20150505T000000",276200,2,1.75,1370,4495,"1",0,0,4,8,1370,0,1975,0,"98198",47.3794,-122.317,1370,4686 +"6690500060","20140724T000000",530000,3,1,1370,4040,"1.5",0,0,3,7,1370,0,1906,0,"98103",47.6867,-122.354,1220,3030 +"3568200060","20140902T000000",245000,3,3,1990,9600,"1",0,0,3,7,1440,550,1988,0,"98003",47.3499,-122.296,1670,9600 +"3530200160","20140603T000000",654950,4,2.5,2790,45902,"2",0,0,3,9,2790,0,1987,0,"98077",47.7674,-122.086,2890,42421 +"0040000228","20141015T000000",221900,2,1,780,6727,"1",0,0,3,6,780,0,1939,0,"98168",47.4733,-122.281,1860,10124 +"3878900270","20150429T000000",466000,4,2,2240,4508,"1",0,2,4,8,1340,900,1926,0,"98178",47.5096,-122.25,1930,5250 +"8029600400","20150213T000000",383150,3,2,2210,6387,"1",0,0,3,8,2210,0,2003,0,"98003",47.265,-122.302,2570,6497 +"4083300510","20140505T000000",657100,4,1,1390,4240,"1",0,0,3,7,1050,340,1924,0,"98103",47.6596,-122.338,1810,4240 +"1026069155","20150312T000000",539000,3,2,1800,43995,"2",0,0,3,8,1800,0,1988,0,"98077",47.7585,-122.022,2290,51400 +"3298600340","20140905T000000",400000,6,3,3320,15600,"1",0,0,4,8,1660,1660,1977,0,"98092",47.2983,-122.166,2330,15360 +"1921059235","20140620T000000",215000,4,2.5,1960,11600,"1",0,0,5,6,980,980,1931,0,"98002",47.2898,-122.222,1160,7685 +"2887701420","20141124T000000",489000,2,1,850,2850,"1",0,0,4,7,850,0,1927,0,"98115",47.6875,-122.309,1450,4015 +"2553300270","20141105T000000",649000,4,2.5,2980,12764,"2",0,0,3,10,2980,0,1994,0,"98075",47.5857,-122.027,3080,9810 +"6206100075","20150512T000000",700000,4,1.75,1980,10800,"1",0,0,4,8,1320,660,1953,0,"98005",47.5899,-122.173,2310,10800 +"1397300055","20140520T000000",268500,2,1,790,8424,"1",0,0,4,6,790,0,1953,0,"98133",47.7511,-122.352,1470,8424 +"1357900060","20140610T000000",515000,3,2.5,1800,5001,"2",0,0,3,7,1800,0,1996,0,"98034",47.7126,-122.231,2106,5618 +"9346700030","20150223T000000",685000,4,2,2260,10800,"1",0,0,3,9,2260,0,1978,0,"98007",47.6124,-122.153,2650,9900 +"0730000139","20141016T000000",305000,2,1.5,800,2142,"2",0,0,3,7,800,0,2006,0,"98144",47.5917,-122.297,1320,2742 +"4219400465","20150112T000000",950000,4,2,2490,4600,"1.5",0,2,3,8,2090,400,1926,0,"98105",47.6557,-122.278,2910,5000 +"8947250060","20150326T000000",292500,4,2.5,1610,4568,"2",0,0,3,7,1610,0,2006,0,"98001",47.3351,-122.289,1834,4604 +"3293700496","20140814T000000",270000,4,1.75,1850,7730,"1",0,0,5,7,1100,750,1956,0,"98133",47.7481,-122.355,2260,8581 +"3293700496","20141204T000000",450000,4,1.75,1850,7730,"1",0,0,5,7,1100,750,1956,0,"98133",47.7481,-122.355,2260,8581 +"2921700060","20141027T000000",535000,4,1,1920,6480,"1.5",0,0,3,7,1920,0,1920,0,"98117",47.6897,-122.374,1600,6470 +"3629870200","20150306T000000",550000,3,2.5,1740,3082,"2",0,0,3,8,1740,0,2000,0,"98029",47.5489,-122.006,1910,3075 +"6909200335","20140624T000000",457500,3,2.25,1430,2003,"2",0,0,3,8,980,450,1996,0,"98144",47.5908,-122.292,2210,4000 +"8945100320","20140506T000000",136500,3,1.5,1420,8580,"1",0,0,3,6,1420,0,1962,0,"98023",47.3076,-122.362,1200,8580 +"8945100320","20141008T000000",224097,3,1.5,1420,8580,"1",0,0,3,6,1420,0,1962,0,"98023",47.3076,-122.362,1200,8580 +"6792200282","20140922T000000",254000,3,2.5,1560,10608,"2",0,0,3,7,1560,0,1994,0,"98042",47.3572,-122.161,1360,10608 +"1471701170","20140611T000000",335000,4,2.25,2030,13500,"1",0,0,3,7,1230,800,1963,0,"98059",47.4596,-122.066,1830,13800 +"8564850200","20150402T000000",594950,5,2.5,3280,6553,"2",0,0,3,9,3280,0,2012,0,"98045",47.475,-121.737,3360,7242 +"1471610070","20140827T000000",350000,3,1.75,1360,18123,"1",0,0,3,8,1360,0,1983,0,"98045",47.4716,-121.756,1570,16817 +"3384300160","20140916T000000",169950,3,1,1180,9832,"1",0,0,3,7,1180,0,1970,0,"98042",47.3845,-122.085,1220,9894 +"6139800390","20141006T000000",432500,3,2.5,1940,10800,"1",0,0,3,8,1340,600,1979,0,"98077",47.7471,-122.075,2080,9600 +"8819900270","20140520T000000",440000,2,1.75,1300,4000,"2",0,0,3,7,1300,0,1948,0,"98105",47.6687,-122.288,1350,4013 +"8944290200","20140918T000000",233703,3,2.25,1650,3788,"2",0,0,3,7,1650,0,1985,0,"98031",47.3908,-122.167,1510,3994 +"4057300030","20141114T000000",310000,3,1.5,1140,3292,"2",0,0,3,7,1140,0,1988,0,"98029",47.5701,-122.017,1150,3592 +"1277000240","20150402T000000",735000,3,2.5,2540,6762,"2",0,0,3,10,2540,0,1998,0,"98007",47.6239,-122.144,2870,6631 +"3345100002","20141217T000000",730000,4,2.75,3440,8150,"2",0,0,3,10,3440,0,2014,0,"98056",47.5168,-122.189,2560,8315 +"0179000505","20141024T000000",257000,3,1.75,1800,9000,"1",0,0,3,7,1200,600,1961,0,"98178",47.4932,-122.278,980,6000 +"1972200751","20140519T000000",485000,2,2.25,1260,1240,"3",0,0,3,8,1260,0,2004,0,"98103",47.6531,-122.352,1330,1300 +"0868002080","20140619T000000",899000,4,2.25,2370,6000,"1",0,2,3,8,1440,930,1959,0,"98177",47.7023,-122.388,3280,8843 +"4426600125","20141118T000000",279000,3,1,1520,8055,"1.5",0,0,3,7,1520,0,1952,0,"98125",47.7222,-122.305,1560,8160 +"1683500140","20141211T000000",225000,4,2,1750,7245,"1",0,0,4,7,1050,700,1974,0,"98092",47.3164,-122.196,1640,7245 +"1689401230","20140625T000000",1.355e+006,3,1.5,2680,4775,"2",0,2,5,8,1880,800,1913,0,"98109",47.6333,-122.347,2280,5947 +"7852060370","20140811T000000",355000,3,2.5,1590,4242,"2",0,0,3,7,1590,0,2000,0,"98065",47.5309,-121.876,1590,3702 +"3876200060","20140502T000000",382500,4,1.75,1560,8700,"1",0,0,4,7,1560,0,1967,0,"98034",47.7274,-122.181,2080,8000 +"2571910260","20141107T000000",324360,3,2.5,2000,9669,"2",0,0,4,8,2000,0,1992,0,"98022",47.1964,-122.009,1930,9202 +"8731900640","20150324T000000",315000,3,1.75,2380,10450,"1.5",0,0,3,8,2380,0,1966,0,"98023",47.3143,-122.37,2320,8500 +"1826049094","20140716T000000",426000,2,1,2230,11472,"2",0,0,3,7,2230,0,1951,0,"98133",47.7372,-122.35,1870,8649 +"2345700260","20150406T000000",395000,5,2.5,2820,6305,"2",0,0,3,8,2820,0,2003,0,"98003",47.2616,-122.296,2610,6306 +"3622069050","20141121T000000",212644,3,1,1570,9650,"1.5",0,0,5,5,1570,0,1922,0,"98010",47.3531,-121.982,1330,9650 +"3342100160","20141009T000000",510000,3,3,1845,5100,"2",0,2,5,8,1845,0,1947,0,"98056",47.5204,-122.208,2100,7650 +"2422049104","20140915T000000",85000,2,1,830,9000,"1",0,0,3,6,830,0,1939,0,"98032",47.3813,-122.243,1160,7680 +"2422049104","20141230T000000",235000,2,1,830,9000,"1",0,0,3,6,830,0,1939,0,"98032",47.3813,-122.243,1160,7680 +"6600350140","20150408T000000",295000,4,2.5,2030,5754,"2",0,0,3,8,2030,0,2001,0,"98042",47.3542,-122.137,2030,5784 +"0510003230","20140810T000000",720001,3,2.5,1430,2200,"1.5",0,0,4,7,1430,0,1910,0,"98103",47.6601,-122.331,1740,4275 +"1995200200","20140506T000000",313950,3,1,1510,6083,"1",0,0,4,6,860,650,1940,0,"98115",47.6966,-122.324,1510,5712 +"1995200200","20141008T000000",415000,3,1,1510,6083,"1",0,0,4,6,860,650,1940,0,"98115",47.6966,-122.324,1510,5712 +"2473480350","20140519T000000",305000,3,1.75,1610,12247,"1",0,0,3,8,1610,0,1981,0,"98058",47.4476,-122.124,2010,9271 +"1189000700","20141001T000000",625000,3,1.5,1600,4128,"1.5",0,0,3,8,1250,350,1906,0,"98122",47.6122,-122.297,1540,3976 +"7923700030","20150414T000000",490000,3,1,1420,11040,"1",0,0,4,7,1420,0,1961,0,"98007",47.5969,-122.14,1530,8208 +"1796360340","20140722T000000",269950,3,2,1660,8641,"2",0,0,4,8,1660,0,1987,0,"98042",47.3663,-122.088,1490,8641 +"0625059036","20140813T000000",2.7e+006,5,4,4230,27295,"2",1,4,3,8,3230,1000,1949,1985,"98033",47.6803,-122.214,2660,27295 +"5694500200","20140813T000000",829000,4,3,3310,4500,"2.5",0,0,5,9,2910,400,1900,0,"98103",47.6594,-122.345,1440,3750 +"0224069114","20140829T000000",635000,4,2.5,2470,77550,"1",0,0,4,7,2470,0,1987,0,"98075",47.5888,-122.011,2490,40894 +"5379802871","20150312T000000",217500,3,1,1040,9750,"1",0,0,3,7,1040,0,1959,0,"98188",47.4553,-122.274,1510,11100 +"1311600030","20140716T000000",270000,4,1.75,1850,7350,"1",0,0,3,7,1050,800,1965,0,"98001",47.3413,-122.277,1450,7250 +"0669000350","20140926T000000",1.245e+006,3,3,4610,8400,"2",0,2,3,8,2790,1820,1947,1999,"98144",47.5854,-122.292,2160,5000 +"2494000070","20150127T000000",480000,4,2.5,2480,5100,"2",0,0,3,8,2480,0,2007,0,"98019",47.7383,-121.969,2270,5115 +"2771600350","20140506T000000",575000,3,1.75,2130,6500,"1",0,2,3,8,1170,960,1954,0,"98199",47.6424,-122.386,2020,5000 +"1091310140","20141103T000000",426950,4,2.75,2350,5589,"2",0,0,3,7,2350,0,2001,0,"98059",47.5098,-122.155,2014,6365 +"1450100390","20140905T000000",125000,3,1,920,7314,"1",0,0,3,6,920,0,1960,0,"98002",47.2892,-122.22,1010,7420 +"1450100390","20150316T000000",208000,3,1,920,7314,"1",0,0,3,6,920,0,1960,0,"98002",47.2892,-122.22,1010,7420 +"2473250400","20140924T000000",325000,4,2,1780,10622,"1",0,0,4,7,900,880,1976,0,"98058",47.4573,-122.158,1550,8900 +"1420700030","20140922T000000",597157,7,4,2690,10880,"1",0,0,4,8,2690,0,1960,0,"98033",47.6787,-122.168,1840,10836 +"3630110340","20150107T000000",728725,4,2.5,3010,3120,"2.5",0,2,3,8,3010,0,2006,0,"98029",47.5539,-121.996,2140,3840 +"1313000240","20140818T000000",708000,5,2,3180,10800,"1",0,0,3,8,1910,1270,1968,0,"98052",47.6354,-122.103,2440,9750 +"1441600160","20140723T000000",1.3e+006,4,3,4120,14021,"2",0,0,3,11,4120,0,2005,0,"98075",47.5985,-122.026,4390,14684 +"8807600140","20150424T000000",405000,3,1,1280,11625,"1",0,0,4,7,1280,0,1977,0,"98053",47.6827,-122.059,1320,10875 +"8928100125","20141028T000000",550000,4,2.75,1690,6090,"1.5",0,0,3,7,1400,290,1945,0,"98115",47.6814,-122.269,1820,6090 +"7853302180","20150409T000000",451000,4,2.5,2320,5375,"2",0,0,3,7,2320,0,2006,0,"98065",47.5415,-121.883,2060,5395 +"9325200160","20140619T000000",540500,5,3.75,3090,7415,"2",0,0,3,8,3090,0,2014,0,"98166",47.435,-122.329,2790,7425 +"0098001000","20141007T000000",1.025e+006,5,3.5,5050,16500,"2",0,2,3,11,5050,0,2001,0,"98075",47.5863,-121.967,4570,16500 +"3306200240","20141125T000000",218000,4,1,1640,10455,"1",0,0,3,7,950,690,1963,0,"98023",47.2974,-122.366,1360,9750 +"7436500060","20141020T000000",562000,4,2.25,2170,7007,"1",0,0,3,8,1540,630,1974,0,"98033",47.672,-122.169,2040,7700 +"1022059032","20140812T000000",401500,4,2.5,3140,94525,"2",0,0,4,8,2280,860,1977,0,"98042",47.4155,-122.163,1910,14300 +"1523049083","20141112T000000",196700,2,1,1090,9994,"1",0,0,3,7,1090,0,1954,0,"98168",47.4761,-122.287,1090,11700 +"9346920070","20140822T000000",583000,3,1.75,1930,10183,"1",0,0,4,8,1480,450,1975,0,"98006",47.5624,-122.135,2320,10000 +"5709200030","20141204T000000",309900,5,2.5,2100,17825,"1",0,0,4,7,1400,700,1974,0,"98092",47.3094,-122.191,2200,14602 +"5104470070","20141016T000000",485000,4,3,3110,18843,"2",0,0,3,9,3110,0,1995,0,"98058",47.4619,-122.154,3080,14735 +"3330500075","20150424T000000",465000,3,1,930,3348,"1",0,0,4,6,930,0,1926,0,"98118",47.5532,-122.277,1210,3348 +"0200800200","20140812T000000",595000,4,2.25,2050,8372,"2",0,0,4,8,2050,0,1984,0,"98052",47.7234,-122.107,2010,8037 +"1432400570","20140718T000000",254000,3,1,1160,7560,"1",0,0,4,6,1160,0,1958,0,"98058",47.45,-122.179,1160,7560 +"1552510160","20141030T000000",488500,3,2.75,1820,9490,"2",0,0,3,7,1820,0,1994,0,"98011",47.7481,-122.178,1950,8851 +"2473460860","20141027T000000",260000,4,2.5,2110,8990,"2",0,0,3,8,2110,0,1977,0,"98058",47.4457,-122.127,2040,8800 +"7812800681","20150102T000000",166000,2,1,870,8487,"1",0,0,4,6,870,0,1944,0,"98178",47.4955,-122.239,1350,6850 +"0579000550","20141107T000000",440000,2,1.5,1080,6760,"1",0,2,3,6,1080,0,1923,0,"98117",47.7008,-122.386,2080,5800 +"2916200138","20150202T000000",375000,3,2,1260,7560,"2",0,0,5,6,1260,0,1943,0,"98133",47.7225,-122.351,1260,7595 +"6821100125","20150225T000000",529500,2,1,900,4800,"1",0,0,4,6,780,120,1944,0,"98199",47.6575,-122.4,1270,5520 +"1529300135","20141014T000000",338000,2,1,750,6439,"1",0,0,4,6,750,0,1934,0,"98103",47.6995,-122.354,1470,6374 +"4124000320","20150316T000000",335620,3,2.25,1800,15903,"1",0,0,3,8,1340,460,1986,0,"98038",47.3813,-122.043,2000,15233 +"1775910370","20150205T000000",464000,4,2.25,2220,15232,"1",0,0,3,9,1690,530,1978,0,"98072",47.7449,-122.103,2110,15280 +"4365200505","20141003T000000",354000,2,1,1390,7740,"1",0,0,4,6,1390,0,1925,0,"98126",47.5232,-122.371,1290,7740 +"7960100030","20140814T000000",601000,4,3.5,2160,3600,"2",0,0,3,8,1660,500,1998,0,"98122",47.6103,-122.297,1230,3840 +"9264900350","20150424T000000",285000,3,2.25,1840,9040,"1",0,0,3,8,1370,470,1979,0,"98023",47.3144,-122.339,1870,8992 +"0955000060","20140930T000000",462500,2,2,1690,4200,"2",0,0,3,7,1690,0,1906,0,"98112",47.621,-122.303,1540,4200 +"5205000160","20140711T000000",350000,4,2.5,2650,10459,"2",0,0,4,8,2650,0,1989,0,"98003",47.2739,-122.293,2340,8777 +"6145600955","20141224T000000",329000,4,1,1120,3844,"1",0,0,3,7,1120,0,1972,0,"98133",47.7038,-122.352,1480,3844 +"2472950350","20150411T000000",312500,4,2.5,2500,11983,"1",0,0,3,7,1320,1180,1984,2008,"98058",47.4292,-122.148,1460,9005 +"9475710060","20140613T000000",370000,4,2.5,2220,5338,"2",0,0,3,7,2220,0,2001,0,"98059",47.4887,-122.15,2220,5338 +"1112700060","20150311T000000",399900,3,1.75,1260,12750,"1",0,0,3,7,1260,0,1979,0,"98034",47.7289,-122.233,1460,7865 +"0066000140","20141120T000000",398000,3,1,1480,6550,"1.5",0,0,4,6,1480,0,1925,0,"98126",47.5498,-122.381,1200,6550 +"1021000060","20150304T000000",550500,2,1.5,930,7400,"1",0,2,4,7,830,100,1909,0,"98116",47.5691,-122.408,1920,4152 +"4154304740","20150224T000000",709000,3,2.75,2780,7200,"1.5",0,0,4,8,1870,910,1913,0,"98118",47.5632,-122.27,1700,7200 +"7972604215","20141212T000000",402000,5,2.75,2770,7620,"1",0,0,3,7,1700,1070,1965,0,"98106",47.5188,-122.348,1720,7620 +"7979900126","20140626T000000",450000,3,1.5,1530,23660,"1",0,0,3,7,1530,0,1952,0,"98155",47.7467,-122.295,1800,11407 +"2821100125","20141120T000000",524000,3,2.25,2140,6720,"1",0,0,3,8,1440,700,1961,0,"98117",47.6949,-122.396,2060,6720 +"2323089065","20141217T000000",800000,4,2.75,4600,322188,"1",0,4,3,10,2400,2200,1989,0,"98045",47.4626,-121.739,3740,114562 +"6623400187","20140923T000000",185000,4,1,1760,8906,"1",0,0,3,7,1230,530,1966,0,"98055",47.4288,-122.198,1180,10407 +"6623400187","20150220T000000",365000,4,1,1760,8906,"1",0,0,3,7,1230,530,1966,0,"98055",47.4288,-122.198,1180,10407 +"0325049234","20140909T000000",925000,4,2.5,3110,11422,"2",0,0,3,9,3110,0,1989,0,"98115",47.6833,-122.271,2850,7254 +"8016300240","20150402T000000",714000,3,1.75,2260,11781,"1",0,0,4,8,1520,740,1968,0,"98008",47.5982,-122.128,2530,10176 +"7955040160","20141016T000000",495000,3,2,1460,9759,"1",0,0,5,7,1460,0,1972,0,"98052",47.6644,-122.144,1620,8421 +"6414600232","20150420T000000",535000,3,2.25,2050,6648,"1",0,0,3,7,1230,820,1990,0,"98133",47.7258,-122.332,1760,7200 +"1824059070","20141024T000000",880000,4,2.5,2340,10800,"1",0,0,3,8,2340,0,1953,2007,"98040",47.5715,-122.225,2650,13500 +"6031400013","20140616T000000",150000,3,1.5,1230,8056,"1",0,0,4,6,1230,0,1949,0,"98168",47.4878,-122.314,850,6714 +"9557300570","20150327T000000",554500,3,2.25,1880,6565,"1",0,0,4,8,1420,460,1972,0,"98008",47.6396,-122.113,2060,7280 +"4443800960","20150408T000000",520000,3,1.75,1280,3880,"1.5",0,0,5,7,1280,0,1916,0,"98117",47.6871,-122.391,980,3880 +"7203220310","20140822T000000",839990,4,2.75,3660,5637,"2",0,0,3,9,3660,0,2014,0,"98053",47.6845,-122.017,3625,5639 +"7202330030","20140822T000000",500000,3,2.5,1650,5683,"2",0,0,3,7,1650,0,2003,0,"98053",47.683,-122.035,1650,4193 +"3353404510","20150107T000000",305000,2,1,1960,186872,"1.5",0,0,4,6,1960,0,1936,0,"98001",47.2681,-122.267,1650,19200 +"6064800550","20140802T000000",247800,3,2.5,1580,2170,"2",0,0,3,7,1580,0,2003,0,"98118",47.5418,-122.289,1610,1917 +"1786630160","20140711T000000",344200,4,2.5,2490,5812,"2",0,0,3,8,2490,0,2000,0,"98042",47.3875,-122.155,2690,6012 +"3709500140","20140623T000000",459950,4,2.5,2000,6107,"2",0,0,3,8,2000,0,2003,0,"98011",47.7557,-122.221,2040,6520 +"7942300070","20140915T000000",229900,4,1.75,1550,9899,"1",0,0,4,7,1550,0,1967,0,"98030",47.3583,-122.183,1500,11272 +"7525300240","20150219T000000",750000,4,2.25,2820,9602,"1",0,1,3,8,1950,870,1974,0,"98008",47.5881,-122.113,2890,9602 +"3579000800","20141024T000000",509000,4,2.5,2600,9355,"1",0,0,3,9,1840,760,1983,0,"98028",47.7446,-122.249,2250,7691 +"3577000116","20150325T000000",680000,4,1,2200,12137,"1",0,4,4,8,1640,560,1956,0,"98028",47.7473,-122.261,3250,17153 +"5490210320","20140627T000000",661500,5,2.5,2500,7200,"1",0,0,4,7,1490,1010,1977,0,"98052",47.6964,-122.12,1960,8325 +"3259400030","20141125T000000",370000,2,1,1270,1399,"3",0,0,3,7,1270,0,2000,0,"98136",47.5552,-122.381,1140,1442 +"3134100162","20140717T000000",785000,4,2.75,2900,17400,"1",0,0,4,8,2410,490,1978,0,"98052",47.6431,-122.108,2620,12240 +"9277700075","20140818T000000",355000,2,1,840,6720,"1",0,0,3,7,840,0,1952,0,"98116",47.5707,-122.396,1250,6720 +"1172000135","20140731T000000",446000,4,2,1940,6350,"1",0,0,4,7,970,970,1951,0,"98103",47.6948,-122.357,960,6350 +"1025059094","20150128T000000",830000,5,3.5,3490,21780,"2",0,0,3,8,3490,0,1996,0,"98052",47.6707,-122.144,3070,7829 +"6705900070","20141028T000000",324000,3,2.5,1940,8347,"2",0,0,3,8,1940,0,1990,0,"98042",47.3654,-122.164,1940,7131 +"9522400350","20141008T000000",500000,4,2.25,2490,23478,"2",0,0,3,8,2490,0,1981,0,"98072",47.7547,-122.094,2030,12611 +"0650000030","20141017T000000",745000,3,1,1390,9112,"1",0,0,4,7,1390,0,1951,0,"98004",47.6071,-122.197,2290,9112 +"8712100435","20141110T000000",1.197e+006,4,2.5,3940,4407,"2",0,0,4,8,2620,1320,1921,0,"98112",47.6374,-122.299,1790,4407 +"1530900560","20141215T000000",385000,2,2.5,1760,3710,"1",0,0,3,8,1130,630,1988,0,"98072",47.7335,-122.16,1760,4200 +"6868200060","20141211T000000",565000,3,2.25,2560,8040,"1",0,0,3,8,1510,1050,1958,0,"98125",47.7124,-122.303,1980,8040 +"7767400060","20141119T000000",465000,4,2.5,2300,7314,"1",0,0,4,8,1420,880,1979,0,"98133",47.7671,-122.33,2010,7314 +"0820000012","20140827T000000",401000,3,3.25,1770,1977,"3",0,0,3,8,1770,0,2001,0,"98125",47.7186,-122.314,1860,2210 +"3308030060","20140619T000000",385000,3,1.75,2310,11200,"1",0,0,4,8,1630,680,1978,0,"98030",47.3637,-122.21,2350,13300 +"9485750240","20141017T000000",395000,3,2.5,2310,4930,"2",0,0,4,8,2310,0,1989,0,"98055",47.4512,-122.208,2230,5324 +"3826000550","20150414T000000",245000,5,1.5,2000,8100,"1.5",0,0,3,6,2000,0,1946,0,"98168",47.4945,-122.304,960,9239 +"7960100075","20150325T000000",500000,3,2,1540,3600,"1",0,0,3,7,890,650,1994,0,"98122",47.6103,-122.296,1540,3600 +"7461400400","20141103T000000",334000,5,1.75,2590,6720,"1",0,0,4,7,1750,840,1979,0,"98055",47.435,-122.192,1820,7521 +"6206100030","20150501T000000",550000,3,1,980,10960,"1",0,0,4,7,980,0,1953,0,"98005",47.5908,-122.173,2100,10960 +"7888300340","20141124T000000",216000,3,1,1730,7950,"1",0,0,4,7,1180,550,1961,0,"98198",47.3644,-122.312,1830,8890 +"1180000885","20141030T000000",340500,3,2.5,3070,5871,"3",0,0,4,8,2510,560,1928,0,"98178",47.5007,-122.223,2220,4000 +"1081330060","20140813T000000",375000,4,2.25,2100,12738,"2",0,0,4,8,2100,0,1975,0,"98059",47.4698,-122.118,2000,12090 +"9536600105","20150109T000000",600000,3,2.75,2080,16740,"1",0,3,3,8,1580,500,1966,0,"98198",47.3632,-122.324,2175,7568 +"2783100160","20140515T000000",375000,4,1.75,1890,8000,"1",0,0,4,7,1250,640,1960,0,"98133",47.7576,-122.333,1870,8270 +"9297301505","20140509T000000",536500,4,1.75,2000,4000,"1.5",0,0,5,7,1450,550,1926,0,"98126",47.5659,-122.375,1430,4000 +"5561300340","20140924T000000",599900,3,3,3030,35123,"2",0,0,4,8,1760,1270,1984,0,"98027",47.4694,-122.006,2810,36205 +"1794500695","20150304T000000",750000,2,1.5,1110,3600,"1",0,0,5,7,1110,0,1904,0,"98119",47.6382,-122.359,1670,5400 +"2797500030","20150211T000000",355000,3,1,1650,10075,"1",0,0,3,7,1170,480,1955,0,"98177",47.7695,-122.359,1690,8125 +"9214400125","20140701T000000",590000,3,2,1410,6413,"1",0,0,4,7,910,500,1947,0,"98115",47.6826,-122.298,1330,6050 +"6821101895","20150507T000000",680000,2,1,2140,6000,"1",0,0,4,7,1070,1070,1946,0,"98199",47.651,-122.399,1560,6000 +"8079040140","20141006T000000",429000,3,2.5,1860,11122,"2",0,0,3,8,1860,0,1994,0,"98059",47.5062,-122.151,2420,8542 +"7518507580","20150502T000000",581000,2,1,1170,4080,"1",0,0,4,7,1170,0,1909,0,"98117",47.6784,-122.386,1560,4586 +"3863800030","20150331T000000",463800,3,1.5,980,7770,"1",0,0,4,7,980,0,1968,0,"98033",47.6923,-122.201,1470,7350 +"3303850390","20141212T000000",2.983e+006,5,5.5,7400,18898,"2",0,3,3,13,6290,1110,2001,0,"98006",47.5431,-122.112,6110,26442 +"7128300060","20140707T000000",443000,5,1.75,1650,3000,"1.5",0,0,3,8,1650,0,1902,0,"98144",47.5955,-122.306,1740,4000 +"0104510340","20140925T000000",276200,3,2.5,1480,7210,"1",0,0,3,7,1180,300,1986,0,"98023",47.3124,-122.351,1690,7396 +"0114101505","20150423T000000",630000,5,3.5,4060,8309,"2",0,0,3,9,2960,1100,2001,0,"98028",47.757,-122.228,1730,11711 +"1928300350","20141222T000000",570000,3,1.75,1370,3300,"2",0,0,5,7,1370,0,1927,0,"98105",47.6714,-122.32,1560,3927 +"1370800560","20141013T000000",979700,4,2.25,2480,6000,"2",0,2,3,10,2380,100,1929,0,"98199",47.6392,-122.406,3030,5600 +"8825900310","20141211T000000",730000,4,2.5,2030,4080,"1.5",0,0,4,8,1730,300,1921,0,"98115",47.6753,-122.311,1980,4080 +"4167700240","20141204T000000",268450,5,2.25,2200,9600,"1",0,0,4,7,1100,1100,1963,0,"98023",47.3263,-122.364,1780,9680 +"2138800060","20150304T000000",490000,3,1.75,1770,7508,"1",0,0,3,7,1270,500,1962,0,"98133",47.7354,-122.343,1690,8880 +"0579002220","20140827T000000",808000,3,2.5,2550,6240,"1",0,3,5,8,1750,800,1957,0,"98117",47.6992,-122.387,2180,5200 +"9144300060","20150430T000000",350000,3,1,1250,9786,"1",0,0,4,7,1250,0,1969,0,"98072",47.7622,-122.163,1660,9621 +"4441300416","20141028T000000",695000,4,1.75,2390,5880,"1",0,2,3,8,1390,1000,1957,0,"98117",47.6956,-122.399,2210,6260 +"3225069301","20140612T000000",1.228e+006,4,2.5,5730,44947,"2",0,4,3,11,4280,1450,1991,0,"98074",47.6052,-122.064,3310,17628 +"6620400400","20140813T000000",309950,1,1,1120,11800,"1.5",0,0,3,7,1120,0,1950,0,"98168",47.5123,-122.331,2330,9290 +"3361402041","20141030T000000",134000,3,1,1270,8508,"1",0,0,4,6,650,620,1942,0,"98168",47.4961,-122.322,1200,9415 +"1150000340","20141118T000000",645500,4,2.5,2390,9638,"2",0,0,3,10,2390,0,1988,0,"98029",47.5598,-122.018,2630,9258 +"7015200800","20150309T000000",750000,3,2,1760,5488,"1.5",0,0,3,7,1540,220,1927,0,"98119",47.6479,-122.367,1760,5943 +"5316100106","20141010T000000",1.399e+006,3,2.5,2560,3600,"2",0,0,3,9,2110,450,1967,2003,"98112",47.632,-122.279,2690,4800 +"3102700160","20140925T000000",344900,4,1.75,1820,7700,"1",0,0,4,7,1100,720,1955,0,"98177",47.7545,-122.357,1700,8500 +"8129700565","20141008T000000",601450,2,3.25,1840,1500,"3",0,0,3,8,1840,0,2001,0,"98103",47.6595,-122.354,1910,2500 +"9839300125","20150107T000000",575000,4,2,1810,4400,"2",0,0,3,8,1700,110,1909,0,"98122",47.6132,-122.292,1470,4400 +"2011400710","20140521T000000",405000,3,1.75,2470,9620,"1",0,1,4,7,1570,900,1962,0,"98198",47.3996,-122.32,2600,9620 +"1522700060","20140624T000000",518000,4,2.75,2520,14021,"2",0,0,3,9,2520,0,1999,0,"98019",47.7344,-121.957,2330,14007 +"7568700135","20140717T000000",265000,2,1,1600,7936,"1",0,0,3,7,1600,0,1947,0,"98155",47.7411,-122.322,1580,7440 +"8651411070","20140925T000000",180000,3,1,1280,4875,"1",0,0,5,6,1280,0,1969,0,"98042",47.3686,-122.081,1060,4875 +"2616700520","20150318T000000",285000,3,2.5,1590,9736,"2",0,0,3,7,1590,0,1985,0,"98001",47.33,-122.278,1580,7500 +"4415600030","20150316T000000",433000,3,2.75,2000,7200,"1",0,0,3,7,1000,1000,1954,2014,"98166",47.4531,-122.352,1440,7200 +"1072000260","20150223T000000",399000,3,1.75,1780,11440,"1",0,0,3,8,1350,430,1977,0,"98059",47.474,-122.139,2180,11440 +"8045000340","20140802T000000",565000,3,2.5,1700,7210,"2",0,0,5,7,1700,0,1966,0,"98052",47.6688,-122.161,1700,7566 +"0042000127","20150224T000000",406500,3,1.5,1970,10080,"1",0,0,3,7,1970,0,1966,0,"98168",47.4703,-122.276,2240,10080 +"2205500335","20140807T000000",420000,4,1.75,1940,11500,"1",0,0,4,7,1090,850,1955,0,"98006",47.5774,-122.147,1700,8360 +"1814800060","20150220T000000",965000,4,3.5,3290,5559,"1.5",0,0,3,8,2290,1000,1906,2004,"98103",47.6788,-122.346,1790,6000 +"3885804260","20141024T000000",1.375e+006,4,3.5,3500,9523,"2",0,0,3,10,2460,1040,1996,0,"98033",47.6848,-122.208,3160,5997 +"9264920270","20141007T000000",353950,5,2.25,3260,7969,"2",0,0,4,8,3260,0,1982,0,"98023",47.314,-122.344,2070,7962 +"1778350160","20140710T000000",847700,5,3.25,4230,10260,"2",0,0,3,10,3860,370,1996,0,"98027",47.5503,-122.081,2980,10997 +"0623049185","20140702T000000",185000,5,1,1590,6700,"1.5",0,0,3,6,1090,500,1942,0,"98146",47.5075,-122.35,1370,8040 +"1180002735","20141119T000000",269000,2,1.5,1010,6000,"1",0,0,4,7,1010,0,1923,0,"98178",47.498,-122.222,1290,6000 +"3876313100","20141224T000000",422800,3,1.75,1820,8400,"1",0,0,3,7,1340,480,1976,0,"98072",47.734,-122.17,1900,8112 +"0826000295","20141215T000000",379950,2,1,870,7500,"1",0,0,3,7,870,0,1947,0,"98136",47.5465,-122.384,1240,5709 +"3876311860","20141226T000000",525000,3,2,1620,7800,"1",0,0,3,7,1200,420,1969,0,"98034",47.7288,-122.171,1540,7565 +"2224079050","20140718T000000",810000,4,3.5,3980,209523,"2",0,2,3,9,3980,0,2006,0,"98024",47.5574,-121.89,2220,65775 +"8945000260","20140722T000000",209950,4,1,1630,8400,"1",0,0,3,6,1630,0,1962,0,"98023",47.3052,-122.362,1190,8989 +"2768301182","20141204T000000",439950,3,2,1230,1613,"2",0,0,3,8,1010,220,2003,0,"98107",47.6661,-122.37,1610,1873 +"1827200135","20140523T000000",554820,4,2,3510,12905,"1",0,2,3,8,2210,1300,1965,1982,"98166",47.4466,-122.36,2530,16143 +"4307300520","20150423T000000",359000,4,2.5,2160,4500,"2",0,0,3,7,2160,0,2002,0,"98056",47.4819,-122.182,2160,4496 +"6632900354","20140910T000000",242500,3,1,1020,5870,"1",0,0,3,6,1020,0,1941,0,"98155",47.741,-122.314,1160,6901 +"9540100060","20140926T000000",330000,3,1.75,1590,9417,"1",0,0,4,7,1590,0,1954,0,"98177",47.7617,-122.36,1600,9272 +"2424059116","20141105T000000",740000,3,2.25,3440,44374,"2",0,3,4,10,2190,1250,1979,0,"98006",47.547,-122.111,3470,40185 +"0007600125","20141218T000000",630000,5,1,3020,4800,"2",0,0,3,7,3020,0,1901,0,"98122",47.6025,-122.313,1350,1307 +"0579003645","20140815T000000",750000,3,1.75,2280,7800,"1",0,3,4,8,1360,920,1941,0,"98117",47.6985,-122.387,2280,5200 +"3224600340","20141013T000000",695000,4,2.5,2790,6540,"2",0,0,3,9,2790,0,1999,0,"98074",47.6087,-122.016,2790,6270 +"7129800036","20150114T000000",109000,2,0.5,580,6900,"1",0,0,3,5,580,0,1941,0,"98118",47.5135,-122.262,1570,5040 +"3294700421","20150225T000000",389000,3,1.5,2030,10075,"1",0,0,5,7,1080,950,1961,0,"98055",47.4713,-122.197,2210,10075 +"6746700565","20141023T000000",447000,2,1,850,2700,"1",0,0,5,6,850,0,1924,0,"98105",47.6684,-122.316,1630,3000 +"0742000060","20141230T000000",1.2e+006,3,2,2480,13310,"1",0,0,2,7,2480,0,1955,0,"98052",47.6759,-122.114,2400,11340 +"0626059155","20141210T000000",315000,3,1.75,1010,12000,"1",0,0,4,7,1010,0,1977,0,"98011",47.77,-122.207,1080,10619 +"1150000200","20150414T000000",640000,3,2.5,2420,8244,"2",0,0,3,10,2420,0,1988,0,"98029",47.5595,-122.019,2500,9320 +"1592000640","20141119T000000",570000,3,2.25,2180,9246,"2",0,0,3,9,2180,0,1984,0,"98074",47.6215,-122.031,2300,9298 +"3123039171","20140805T000000",495000,3,2.75,1830,208216,"2",0,0,3,8,1830,0,1997,0,"98070",47.4377,-122.464,1530,16988 +"3876312010","20140603T000000",449500,5,2.75,2040,7488,"1",0,0,4,7,1200,840,1969,0,"98034",47.7289,-122.172,1530,7488 +"5364200695","20150317T000000",1.0845e+006,4,2.75,2640,5000,"2",0,0,3,9,1840,800,1943,2004,"98105",47.6619,-122.275,2010,5000 +"7979900806","20150311T000000",294950,2,1,1060,7868,"1",0,0,3,7,1060,0,1952,0,"98155",47.7414,-122.295,1530,10728 +"8643200060","20140923T000000",170500,3,1,1640,13939,"1",0,0,3,7,1040,600,1960,0,"98198",47.3947,-122.313,2080,13000 +"7972602080","20141208T000000",312000,4,1,1190,7620,"1.5",0,0,3,6,1190,0,1926,0,"98106",47.5281,-122.348,1060,7320 +"7212650200","20141027T000000",350000,3,2.5,2180,15484,"1",0,0,3,8,2180,0,1992,0,"98003",47.2688,-122.309,2090,10775 +"8079100140","20140728T000000",690000,4,2.5,2120,8448,"2",0,0,4,9,2120,0,1989,0,"98029",47.5654,-122.01,2140,8122 +"8091800140","20140610T000000",375000,4,2.5,2210,9427,"2",0,0,3,7,2210,0,1999,0,"98148",47.4323,-122.327,1770,8770 +"7214720510","20140806T000000",575000,4,2.5,2510,47044,"2",0,0,3,9,2510,0,1987,0,"98077",47.7699,-122.085,2600,42612 +"9346920260","20140604T000000",646000,4,2.25,2500,8500,"1",0,0,4,8,1600,900,1978,0,"98006",47.5615,-122.131,2290,8927 +"3750603471","20150327T000000",239950,3,2.5,1560,4800,"2",0,0,4,7,1560,0,1974,0,"98001",47.2653,-122.285,1510,12240 +"3438502501","20140729T000000",400000,5,2.5,2510,7525,"1.5",0,0,4,7,1710,800,1929,0,"98106",47.5422,-122.359,1270,6741 +"1775500310","20150121T000000",455000,4,1.75,3060,94089,"1",0,0,3,8,3060,0,1958,0,"98072",47.744,-122.087,2180,43995 +"1796380310","20140904T000000",240000,3,2,1310,8069,"1",0,0,3,7,1310,0,1990,0,"98042",47.3694,-122.083,1310,8392 +"1118000320","20150508T000000",3.4e+006,4,4,4260,11765,"2",0,0,3,11,3280,980,1939,2010,"98112",47.638,-122.288,4260,10408 +"3362401000","20140701T000000",695000,3,2,2500,4080,"1.5",0,0,5,7,1680,820,1922,0,"98103",47.6813,-122.346,1550,3060 +"7454000990","20140924T000000",304950,2,1,670,6720,"1",0,0,5,6,670,0,1942,0,"98126",47.5151,-122.372,710,6720 +"5244800125","20140805T000000",650000,3,1.75,1840,2310,"1",0,2,4,8,1140,700,1914,0,"98109",47.6462,-122.351,1670,4000 +"0789000520","20140715T000000",402500,3,1.75,1480,2211,"2",0,0,3,7,1480,0,1995,0,"98103",47.6966,-122.35,1480,2197 +"7852000340","20140625T000000",482000,3,2.5,2420,7307,"2",0,0,3,7,2420,0,1998,0,"98065",47.5361,-121.871,2420,5577 +"8827900560","20141031T000000",655000,3,2,1820,4480,"1",0,0,5,7,1120,700,1923,0,"98105",47.6717,-122.295,1920,4480 +"2768000390","20140926T000000",577000,5,2.75,1940,5000,"2",0,0,5,7,1940,0,1951,0,"98107",47.6704,-122.362,1940,4230 +"2475200370","20141020T000000",350000,3,2.5,1630,5996,"2",0,0,3,7,1630,0,1986,0,"98055",47.4738,-122.19,1660,4504 +"8731981940","20140908T000000",415000,4,2.25,2520,8000,"1",0,2,3,8,1680,840,1970,0,"98023",47.3202,-122.383,2300,8000 +"3626079032","20140730T000000",396400,4,2.5,2120,215186,"2",0,0,2,7,2120,0,1983,0,"98014",47.701,-121.857,2000,215186 +"6646200710","20150409T000000",654300,3,2.5,2490,8582,"2",0,0,3,9,2490,0,2000,0,"98074",47.625,-122.042,2870,7598 +"7167000060","20141124T000000",774950,4,2.5,3410,179419,"2",0,0,3,10,3410,0,2004,0,"98010",47.3602,-121.986,3350,175421 +"5249802085","20140902T000000",855000,4,2,2380,10800,"2",0,2,3,8,2380,0,1925,0,"98118",47.5682,-122.275,2112,6600 +"3528900060","20140626T000000",1.145e+006,3,2.5,2490,4000,"2",0,0,5,8,1670,820,1918,0,"98109",47.6403,-122.35,2310,4000 +"6056100295","20140530T000000",330000,2,2.5,1240,1546,"2",0,0,3,7,1240,0,2007,0,"98108",47.5634,-122.298,1520,2468 +"9392200030","20140923T000000",290000,4,2.25,1900,10950,"1",0,0,4,7,1400,500,1959,0,"98032",47.3582,-122.284,1700,11850 +"0936000055","20141119T000000",519500,3,3,2390,19454,"1.5",0,0,3,8,2390,0,2008,0,"98166",47.4545,-122.336,1540,26979 +"3840700560","20140814T000000",450000,3,1.75,1810,12600,"1",0,0,3,7,1400,410,1977,0,"98034",47.7143,-122.233,1934,12600 +"0333100295","20141124T000000",3.12e+006,3,3.5,4490,56609,"2",1,4,3,12,4490,0,1993,0,"98034",47.6997,-122.24,2710,51330 +"0133000127","20140623T000000",265000,3,1,1620,9450,"1.5",0,0,3,7,1620,0,1928,0,"98168",47.5136,-122.313,2070,11970 +"4221970060","20150506T000000",359000,4,2.5,2640,7883,"2",0,0,3,8,2640,0,1990,0,"98092",47.3124,-122.188,2150,7683 +"1732800310","20150302T000000",2e+006,4,3.75,2870,4500,"2",0,3,3,10,2510,360,2012,0,"98119",47.6291,-122.363,2870,6354 +"2025069037","20150210T000000",1.05e+006,4,2.5,3250,48037,"1",0,2,3,8,2030,1220,1985,0,"98074",47.6326,-122.07,2970,48037 +"2516000486","20140701T000000",402500,2,1,800,2280,"1",0,0,5,6,800,0,1946,0,"98107",47.6588,-122.362,1310,4200 +"4037400070","20140825T000000",450000,3,1.75,1360,5445,"1",0,0,4,7,1360,0,1957,0,"98008",47.6071,-122.123,1570,7840 +"3375300370","20150306T000000",262500,5,2.25,1950,8086,"1",0,0,3,7,1130,820,1980,0,"98003",47.3179,-122.331,1670,8550 +"1682500240","20150225T000000",285000,4,2.25,1970,7200,"2",0,0,3,8,1970,0,1979,0,"98092",47.3132,-122.182,1790,7500 +"6806100340","20150304T000000",290000,3,2.5,2020,4861,"2",0,0,3,7,2020,0,2005,0,"98058",47.4659,-122.144,2170,4600 +"8682281070","20140807T000000",752500,2,2.5,2280,6230,"1",0,0,3,8,2280,0,2005,0,"98053",47.7065,-122.013,1640,5931 +"8691330260","20141208T000000",820000,4,2.75,3540,13515,"2",0,0,3,10,3540,0,1998,0,"98075",47.5945,-121.982,3540,11538 +"0869700140","20140811T000000",292000,3,2.5,1560,2740,"2",0,0,3,8,1560,0,1999,0,"98059",47.4909,-122.154,1310,2698 +"7221400320","20141003T000000",213000,2,1,750,6089,"1",0,2,3,6,750,0,1937,0,"98055",47.475,-122.199,1430,6451 +"7454001125","20141117T000000",400000,4,3,2240,7035,"2",0,0,3,7,2240,0,1942,1993,"98146",47.5124,-122.374,1060,6300 +"7129304375","20140714T000000",202000,1,0.75,590,5650,"1",0,0,3,6,590,0,1944,0,"98118",47.5181,-122.267,980,5650 +"0203100435","20140918T000000",484000,1,0,690,23244,"1",0,0,4,7,690,0,1948,0,"98053",47.6429,-121.955,1690,19290 +"6189200260","20150504T000000",617450,3,2,1580,14398,"1",0,0,3,7,1080,500,1981,0,"98005",47.6328,-122.174,1650,14407 +"1430800162","20150114T000000",250000,3,1,1040,8000,"1",0,0,4,7,1040,0,1956,0,"98166",47.4711,-122.35,1170,9450 +"2570300240","20140529T000000",405000,5,1.75,1880,10000,"1",0,0,3,7,960,920,1963,0,"98034",47.7182,-122.201,1580,10000 +"3294700320","20150331T000000",325000,2,1,1070,8750,"1",0,0,3,7,1070,0,1951,0,"98055",47.4734,-122.198,1300,9670 +"2976800700","20140522T000000",301350,3,3,1860,7440,"1",0,0,5,7,1040,820,1954,0,"98178",47.5035,-122.255,1490,8160 +"7625704340","20150303T000000",425000,2,1.75,1550,7800,"1",0,0,3,7,1050,500,1940,0,"98136",47.5436,-122.39,1370,5000 +"9238900390","20140905T000000",460000,3,1,1860,6360,"1",0,0,3,8,1470,390,1954,0,"98136",47.5327,-122.392,1770,6175 +"4139430310","20150419T000000",938000,3,2.5,3090,10940,"2",0,2,3,10,3090,0,1992,0,"98006",47.5492,-122.119,3410,12157 +"1402630270","20140729T000000",348000,3,1.75,1720,8867,"1",0,0,3,8,1320,400,1985,0,"98058",47.44,-122.136,2200,9170 +"3735901600","20140606T000000",435000,2,1,1260,4080,"1.5",0,0,5,7,1260,0,1926,0,"98115",47.687,-122.32,1720,4080 +"0739500270","20141113T000000",227950,3,1.5,1120,11430,"1",0,0,4,7,1120,0,1963,0,"98031",47.4105,-122.194,1790,8760 +"3566800125","20150330T000000",425000,2,1,1250,5880,"1",0,0,3,6,900,350,1948,0,"98117",47.6908,-122.391,1520,5020 +"2886200070","20140602T000000",550000,3,2,1810,4064,"1.5",0,0,3,7,1810,0,1925,0,"98103",47.6859,-122.339,1518,2945 +"3529300060","20140721T000000",347500,3,2.5,1890,7053,"2",0,0,4,8,1890,0,1992,0,"98031",47.3967,-122.183,2000,7226 +"3085001610","20140930T000000",397000,4,1.75,2020,6000,"1",0,0,3,7,1620,400,1959,0,"98144",47.577,-122.302,1870,4000 +"9414500200","20140602T000000",410000,4,1.75,1790,11875,"1",0,0,4,7,1490,300,1969,0,"98027",47.522,-122.047,1870,11760 +"8651611230","20140711T000000",780000,3,3.5,3190,6776,"2",0,0,3,10,3190,0,1998,0,"98074",47.6348,-122.064,3230,7189 +"8712100350","20140909T000000",1.35e+006,4,3.25,3030,5164,"1.5",0,0,5,9,2700,330,1925,0,"98112",47.6394,-122.299,1890,4415 +"7202350310","20141028T000000",476000,3,2.25,1630,3070,"2",0,0,3,7,1630,0,2004,0,"98053",47.6785,-122.03,1690,3200 +"1326059070","20140708T000000",390000,3,1.75,1180,16552,"1",0,0,4,7,1180,0,1967,0,"98072",47.7426,-122.116,2780,45302 +"1311900240","20141230T000000",226500,3,2,1560,7000,"1",0,0,4,7,1560,0,1968,0,"98001",47.3355,-122.284,1560,7200 +"7518503490","20140731T000000",495000,3,2,1340,2550,"2",0,0,3,7,1340,0,1984,0,"98117",47.6793,-122.38,1370,5100 +"6669200200","20150319T000000",1.5e+006,5,3.25,2590,11500,"1",0,2,4,9,2590,0,1968,0,"98040",47.545,-122.229,2780,11989 +"3438501860","20150422T000000",385000,3,1,1020,5950,"1",0,0,3,6,880,140,1950,0,"98106",47.5436,-122.357,1800,5950 +"7852170570","20150309T000000",535950,3,2.5,2370,5344,"2",0,0,3,9,2370,0,2003,0,"98065",47.54,-121.863,2990,5418 +"9290850060","20141022T000000",910000,4,2.5,3170,32430,"2.5",0,0,3,10,3170,0,1989,0,"98053",47.6903,-122.056,3360,35610 +"4206901505","20150326T000000",465000,2,1,1120,4000,"1",0,0,3,7,1120,0,1926,0,"98105",47.6567,-122.327,1620,4000 +"6600220550","20140626T000000",495000,3,1.75,1440,11787,"1",0,0,3,8,1440,0,1983,0,"98074",47.6276,-122.033,2190,11787 +"8699100160","20150210T000000",250000,4,2,2170,5404,"1.5",0,0,5,6,1470,700,1920,0,"98002",47.3046,-122.22,1030,5477 +"1068000520","20140506T000000",1.225e+006,4,2.25,3490,6906,"2",0,0,4,10,2280,1210,1928,0,"98199",47.6424,-122.407,2540,6223 +"2558610070","20150217T000000",400000,4,2.25,1970,8941,"2",0,0,3,7,1970,0,1973,0,"98034",47.7223,-122.172,1880,7793 +"1829300270","20140821T000000",715000,4,2.5,2780,13521,"2",0,0,3,10,2780,0,1987,0,"98074",47.6374,-122.042,2980,11454 +"7212650240","20150223T000000",342000,3,2,2250,7757,"1",0,0,3,8,2250,0,1992,0,"98003",47.2684,-122.308,1970,6866 +"3205200240","20150430T000000",420000,4,1.75,1340,8400,"1",0,0,5,7,1340,0,1967,0,"98056",47.5382,-122.173,1980,8400 +"1682000350","20140708T000000",148226,3,1,1400,7360,"1",0,0,4,7,1400,0,1968,0,"98092",47.3123,-122.186,1600,8030 +"7229900885","20141103T000000",313000,3,1,1510,10369,"1",0,0,4,7,1010,500,1968,0,"98059",47.4808,-122.099,1510,16057 +"7888000400","20140603T000000",150000,3,1,1320,8220,"1",0,0,3,7,1320,0,1959,0,"98198",47.3697,-122.309,1320,7920 +"0523049195","20140522T000000",150000,2,1,820,10270,"1",0,0,3,7,820,0,1954,0,"98168",47.5119,-122.329,1670,10086 +"1423400160","20140618T000000",230000,2,1,1080,9435,"1",0,0,3,6,1080,0,1958,0,"98058",47.459,-122.181,1200,9210 +"1766600075","20140902T000000",389100,2,1,840,5400,"1",0,0,4,7,840,0,1948,0,"98118",47.5489,-122.271,1340,5400 +"1088020070","20141216T000000",645000,4,2.25,2070,8720,"1",0,0,5,8,1360,710,1974,0,"98033",47.6678,-122.182,2180,8510 +"7893200486","20150302T000000",310000,3,1,1520,6500,"1",0,0,3,7,990,530,1958,0,"98198",47.4164,-122.332,1500,7500 +"8929000060","20141004T000000",351358,2,1.75,1210,1189,"2",0,0,3,8,1210,0,2014,0,"98029",47.5526,-121.998,1540,1672 +"8146200070","20150310T000000",1.7e+006,5,2.75,3810,9360,"2",0,0,3,10,3810,0,2014,0,"98004",47.6039,-122.194,2110,9870 +"0624069050","20150407T000000",1.565e+006,4,3.5,5370,323215,"2",0,0,3,10,5370,0,2002,0,"98075",47.6003,-122.076,3780,9891 +"5318100935","20141020T000000",850000,3,2,1540,3600,"2",0,0,3,8,1540,0,1900,1988,"98112",47.6343,-122.283,2970,3600 +"1313300340","20140514T000000",470000,4,2.5,2310,14023,"2",0,0,3,9,2310,0,1991,0,"98019",47.7351,-121.964,2410,14007 +"8032700070","20141118T000000",770000,3,2.25,1870,1900,"3",0,0,3,8,1870,0,2008,0,"98103",47.6537,-122.34,1690,1694 +"1072000240","20140624T000000",366000,3,1.75,1840,11440,"1",0,0,4,8,1340,500,1977,0,"98059",47.474,-122.14,1940,11440 +"3904920390","20140710T000000",545000,3,2.5,2060,7184,"2",0,0,3,8,2060,0,1987,0,"98029",47.567,-122.012,2230,7788 +"7345200400","20140909T000000",205000,3,1,1010,8800,"1",0,0,4,7,1010,0,1968,0,"98002",47.2761,-122.208,1550,7700 +"0923000270","20140508T000000",405000,2,1,1020,8155,"1",0,0,4,7,1020,0,1948,0,"98177",47.7257,-122.361,1430,8157 +"7016310270","20150410T000000",467000,4,2.5,2220,7210,"1",0,0,3,7,1270,950,1973,0,"98011",47.7428,-122.183,2220,7313 +"3650100105","20140926T000000",392500,2,1,1050,4125,"1",0,0,4,7,1050,0,1909,0,"98144",47.5736,-122.307,1650,4125 +"3761100240","20141027T000000",901000,4,2.75,3030,18400,"1.5",0,3,3,9,2360,670,1973,0,"98034",47.7019,-122.243,3030,12486 +"2126049277","20141203T000000",500000,3,1.75,1800,7199,"1",0,0,3,7,1300,500,1972,0,"98125",47.7264,-122.307,1800,8100 +"0253600160","20140530T000000",384950,3,2.5,1860,3690,"2",0,0,3,7,1860,0,2000,0,"98028",47.776,-122.239,1870,4394 +"1623069046","20150312T000000",1.7e+006,4,3.5,4070,336283,"2",0,0,3,11,4070,0,2006,0,"98027",47.478,-122.038,3020,44613 +"9235900030","20140717T000000",245000,2,1,860,6120,"1",0,0,3,7,860,0,1948,0,"98155",47.7503,-122.328,1100,6860 +"5451200370","20150209T000000",1.165e+006,4,2.25,3080,10487,"2",0,0,4,9,3080,0,1968,0,"98040",47.5344,-122.224,2480,10607 +"7338000270","20150421T000000",184500,3,1.5,1280,3640,"2",0,0,3,6,1280,0,1983,0,"98002",47.334,-122.214,1150,4105 +"2115720270","20150414T000000",269000,2,2,1540,5000,"1.5",0,0,3,8,1540,0,1986,0,"98023",47.319,-122.394,1590,5000 +"0011200070","20140721T000000",570000,3,2.5,1530,3296,"2",0,0,3,8,1530,0,1998,0,"98007",47.6181,-122.138,1530,4099 +"8732300060","20140512T000000",850000,4,1.75,2350,11914,"1",0,0,4,8,2350,0,1961,0,"98040",47.5392,-122.228,2240,10706 +"8651410240","20150202T000000",209000,3,1,920,5200,"1",0,0,4,6,920,0,1969,0,"98042",47.3647,-122.082,920,4875 +"3342102220","20140806T000000",327000,4,1.75,1840,5100,"1",0,0,4,5,1840,0,1933,0,"98056",47.5209,-122.205,2160,5400 +"7663700783","20140613T000000",369500,3,1.5,1650,9957,"1",0,0,4,7,1100,550,1961,0,"98125",47.7303,-122.298,1650,7957 +"9477201370","20150226T000000",440000,3,1.75,1760,8025,"1",0,0,4,7,1230,530,1976,0,"98034",47.7287,-122.192,1590,7543 +"1923000370","20140512T000000",947500,4,2.25,3290,12329,"1.5",0,0,4,10,3290,0,1968,0,"98040",47.5639,-122.216,3170,12329 +"6841700070","20150317T000000",510000,2,1,1270,4500,"1.5",0,0,4,7,1270,0,1919,0,"98122",47.6059,-122.295,2140,4550 +"3293700105","20150428T000000",385000,3,2,1600,10318,"1",0,0,3,7,930,670,1941,0,"98133",47.7466,-122.347,1590,7040 +"8001450060","20140820T000000",370000,5,3,2670,9920,"1",0,0,3,8,1400,1270,1990,0,"98001",47.3211,-122.277,1890,10341 +"2877104316","20141201T000000",660000,4,1.5,1960,4500,"1.5",0,2,3,7,1960,0,1922,0,"98117",47.6797,-122.359,1960,4500 +"1522039105","20150115T000000",729000,3,4.25,3300,308080,"2",0,2,4,9,2520,780,1976,0,"98070",47.3979,-122.416,2130,90604 +"0924069190","20140819T000000",440000,3,1.75,2000,11880,"2",0,0,3,8,2000,0,1979,0,"98075",47.5882,-122.052,1820,15120 +"2722059185","20140910T000000",445000,4,2.5,2360,81892,"1",0,0,3,8,2360,0,2000,0,"98042",47.369,-122.156,1730,18096 +"4073200575","20141201T000000",460000,2,1,1430,12092,"1",0,0,4,7,1430,0,1938,0,"98125",47.7023,-122.276,2320,10800 +"9542600070","20141202T000000",516000,3,3,2330,7304,"1",0,0,3,9,1300,1030,1971,0,"98005",47.5982,-122.172,2330,9518 +"2459960030","20140815T000000",343888,4,2.5,2060,5607,"2",0,0,3,7,2060,0,2002,0,"98058",47.4365,-122.144,2060,5367 +"0259800640","20140609T000000",500000,4,1.75,2240,9886,"1.5",0,0,4,7,2240,0,1965,0,"98008",47.6294,-122.116,1540,8040 +"1223039195","20150508T000000",465000,5,1.75,2330,6450,"1",0,1,3,8,1330,1000,1958,0,"98146",47.4959,-122.367,2330,8258 +"1545804510","20140512T000000",302000,5,2.25,2180,7813,"2",0,0,3,7,2180,0,1986,0,"98038",47.3651,-122.051,1880,8649 +"1921059045","20141107T000000",195000,2,1,1280,7861,"1",0,0,4,6,1280,0,1913,0,"98002",47.3007,-122.228,1020,6480 +"8078460070","20140609T000000",640000,3,2.5,2140,8925,"2",0,0,3,8,2140,0,1991,0,"98074",47.6314,-122.027,2310,8956 +"7525300260","20140623T000000",502000,6,2.5,2890,8122,"1",0,0,3,8,1630,1260,1977,0,"98008",47.5886,-122.113,2730,9915 +"4249400270","20150417T000000",360000,3,2.5,1480,3851,"2",0,0,3,8,1480,0,1998,0,"98072",47.7732,-122.163,1650,4716 +"0179000240","20150325T000000",290500,4,2.5,1680,3000,"2",0,0,3,7,1680,0,2003,0,"98178",47.494,-122.279,1420,5500 +"8856004327","20140509T000000",248000,4,3,2163,5883,"2",0,0,3,7,2163,0,2006,0,"98001",47.2734,-122.251,1700,10143 +"8029550160","20140516T000000",433000,4,2.5,2280,7568,"2",0,0,4,7,2280,0,2001,0,"98056",47.5115,-122.194,2280,5312 +"5016001260","20150413T000000",480000,2,1,820,4200,"1",0,0,3,7,820,0,1980,0,"98112",47.6249,-122.298,1290,4000 +"1133000036","20150421T000000",410000,3,1,1330,5000,"1",0,0,3,7,1120,210,1957,0,"98125",47.7211,-122.308,1920,7790 +"5416510710","20140505T000000",309950,4,2.75,2310,5000,"2",0,0,3,7,2310,0,2006,0,"98038",47.3614,-122.035,1980,5000 +"1796380060","20141201T000000",253000,3,2,1290,7372,"1",0,0,5,7,1290,0,1990,0,"98042",47.3658,-122.085,1290,7366 +"1223089050","20140506T000000",280000,3,1.75,1630,11800,"1",0,0,4,7,1630,0,1971,0,"98045",47.4863,-121.73,2090,57428 +"7436900060","20150424T000000",440000,3,1,1410,8925,"1",0,0,3,7,1410,0,1958,0,"98052",47.6782,-122.162,1330,8925 +"2202500135","20141118T000000",333000,5,1.75,1240,8936,"1",0,0,3,7,1240,0,1954,0,"98006",47.5738,-122.136,1600,9341 +"0224069195","20140616T000000",759950,3,2.5,3100,23790,"2",0,0,3,9,3100,0,2002,0,"98075",47.5882,-122.011,2250,40854 +"9407101180","20141224T000000",345000,3,2.25,2020,9000,"2",0,0,3,7,2020,0,1979,0,"98045",47.4487,-121.775,1460,9680 +"6699950310","20140926T000000",350000,4,2.5,2500,5831,"2",0,0,3,8,2500,0,2007,0,"98038",47.3454,-122.039,2500,5188 +"5379800810","20140807T000000",198000,2,1,790,14200,"1",0,0,3,7,790,0,1951,0,"98188",47.459,-122.285,1430,10000 +"0711000070","20140725T000000",730000,3,1.75,2040,11294,"1",0,0,4,7,1340,700,1952,0,"98004",47.5923,-122.197,2120,9587 +"5127001170","20140528T000000",266200,3,1.5,1430,9600,"1",0,0,4,7,1430,0,1966,0,"98059",47.4737,-122.15,1590,10240 +"0191100140","20150316T000000",1.06e+006,4,2.5,2250,10160,"2",0,0,5,8,2250,0,1967,0,"98040",47.5645,-122.219,2660,10125 +"6198400218","20140919T000000",95000,2,1,1070,20450,"1",0,0,2,6,1070,0,1948,0,"98058",47.4338,-122.183,1360,15581 +"3578400270","20140623T000000",430000,3,1.75,1300,12731,"1",0,0,3,8,1300,0,1981,0,"98074",47.6236,-122.04,1700,13556 +"9573120260","20140610T000000",650000,4,2.25,2560,9731,"2",0,0,4,7,2560,0,1973,0,"98034",47.7261,-122.246,1860,9731 +"2310110070","20150317T000000",379900,3,2.5,2190,5071,"2",0,0,3,8,2190,0,2004,0,"98038",47.3506,-122.04,2300,5654 +"6413600192","20150427T000000",325000,2,1.5,940,1222,"2",0,0,3,7,860,80,2004,0,"98125",47.7178,-122.318,1302,1840 +"4037500335","20140606T000000",455000,4,2.25,1740,8449,"1",0,0,4,7,1170,570,1958,0,"98008",47.6079,-122.123,1980,11175 +"5141000510","20140915T000000",392000,4,3.75,2220,3797,"1.5",0,0,4,6,1330,890,1917,0,"98108",47.5574,-122.315,1490,4340 +"3876311180","20140904T000000",373000,3,1.75,1310,7811,"1",0,0,3,7,1310,0,1976,0,"98034",47.7319,-122.167,1530,7800 +"5036300575","20141016T000000",951250,5,3,2710,8227,"1",0,2,3,8,1910,800,1953,0,"98199",47.6505,-122.39,2060,5400 +"0384000135","20140624T000000",502000,3,2,1300,14350,"1",0,0,3,7,1300,0,1955,2013,"98006",47.5736,-122.152,1520,10670 +"0322059326","20150427T000000",362500,3,2,1940,40588,"1",0,0,3,7,1940,0,2000,0,"98058",47.4252,-122.159,1860,9657 +"9530101670","20140623T000000",525000,2,1,1080,3500,"1",0,3,3,7,1080,0,1924,0,"98103",47.6667,-122.356,1790,4000 +"5490220030","20150225T000000",580000,4,2.5,2110,11680,"1",0,0,4,7,1420,690,1977,0,"98052",47.6964,-122.118,1890,9600 +"2459500070","20141222T000000",278000,3,2.25,1590,9425,"1",0,0,3,7,1170,420,1985,0,"98058",47.4291,-122.16,1590,9394 +"7312400075","20141216T000000",422500,2,1,910,4800,"1",0,0,4,7,910,0,1923,0,"98126",47.5536,-122.377,1450,5000 +"7011200830","20140909T000000",783200,4,2,1590,5400,"1",0,2,3,7,990,600,1900,0,"98119",47.637,-122.367,2190,4800 +"8691390860","20140620T000000",715000,4,2.5,3290,6628,"2",0,0,3,9,3290,0,2003,0,"98075",47.5994,-121.975,3240,5831 +"8929000350","20140804T000000",472217,3,2.5,2010,2212,"2",0,0,3,8,1390,620,2014,0,"98029",47.5523,-121.998,1690,1619 +"1322049335","20140528T000000",244615,3,2.5,2060,4030,"2",0,0,3,7,2060,0,1999,0,"98032",47.3909,-122.238,2060,4029 +"7715600070","20141212T000000",385000,3,1.75,1560,14288,"1",0,0,3,6,780,780,1944,0,"98125",47.7183,-122.306,1320,8928 +"2985800070","20140725T000000",549995,3,1,1120,6600,"1",0,0,3,7,1120,0,1943,0,"98105",47.6712,-122.267,1300,6600 +"0098000560","20140816T000000",959900,4,3.75,3550,15151,"2",0,0,3,11,3550,0,2004,0,"98075",47.5888,-121.971,4340,15151 +"0125059179","20140723T000000",510000,6,4.5,3300,7200,"2",0,0,3,8,3300,0,1980,0,"98052",47.6798,-122.104,2470,7561 +"7558800570","20140813T000000",367000,3,1.75,2000,12669,"1",0,3,4,7,1200,800,1965,0,"98070",47.3579,-122.446,1580,12055 +"9378700200","20141008T000000",375000,5,3,2680,8410,"2",0,0,3,8,1810,870,1990,0,"98058",47.4401,-122.126,1860,8410 +"2767603612","20140512T000000",500000,2,2.25,1290,1334,"3",0,0,3,8,1290,0,2007,0,"98107",47.6719,-122.382,1350,1334 +"2767603612","20150113T000000",489000,2,2.25,1290,1334,"3",0,0,3,8,1290,0,2007,0,"98107",47.6719,-122.382,1350,1334 +"3259400024","20150427T000000",340000,3,2,1150,700,"2",0,0,3,7,800,350,2000,0,"98136",47.5552,-122.381,1060,1910 +"7954000125","20150501T000000",562000,3,1.75,1880,5978,"1",0,0,5,7,940,940,1957,0,"98144",47.5793,-122.294,1930,4770 +"5535600640","20140912T000000",489950,3,2.5,2400,7478,"2",0,0,3,9,2400,0,2002,0,"98019",47.7362,-121.974,2980,8182 +"1313000710","20141003T000000",652000,3,2.25,1920,9600,"1",0,0,4,8,1560,360,1968,0,"98052",47.6341,-122.103,2040,9600 +"1786700240","20141024T000000",472000,4,3.25,4350,7090,"2",0,0,3,8,2870,1480,1999,0,"98042",47.3747,-122.156,2490,7266 +"2739200160","20140612T000000",333000,4,2.5,1910,9244,"1",0,0,4,6,1910,0,1963,0,"98059",47.4918,-122.141,2590,9286 +"2874600335","20140530T000000",560000,3,1.5,2000,7350,"1",0,0,3,8,2000,0,1953,0,"98177",47.7061,-122.368,1890,6960 +"3222049159","20141201T000000",799000,4,3.5,3290,20107,"2",0,4,3,10,2220,1070,1990,0,"98198",47.355,-122.319,2990,16988 +"7856550240","20140710T000000",860000,5,2.25,3480,9200,"2",0,0,3,8,3480,0,1979,0,"98006",47.5585,-122.153,3130,9200 +"2817910030","20150430T000000",449500,4,2.5,2410,55931,"2",0,0,3,9,2410,0,1989,0,"98092",47.3109,-122.097,2780,55931 +"8649900160","20141205T000000",692500,4,3,2820,11500,"2",0,0,3,10,2820,0,1991,0,"98075",47.5826,-122.028,2770,9694 +"7856610160","20140812T000000",925000,4,1.75,2710,11400,"1",0,0,4,9,1430,1280,1976,0,"98006",47.561,-122.153,2640,11000 +"3705000070","20141021T000000",267500,3,2.25,2080,2856,"1.5",0,0,3,7,1550,530,2003,0,"98042",47.4198,-122.158,2080,2275 +"2619950400","20140714T000000",396800,4,2.5,2200,6018,"2",0,0,3,8,2200,0,2010,0,"98019",47.7338,-121.966,2480,5899 +"7749500160","20150409T000000",220000,4,1.5,1180,8058,"1",0,0,5,7,1180,0,1969,0,"98092",47.2966,-122.19,1800,9348 +"3585300445","20140822T000000",892500,3,1.75,2120,56192,"1",0,1,3,9,1720,400,1959,0,"98177",47.7665,-122.372,2240,20500 +"2909700070","20140527T000000",455500,3,2,1460,10311,"1",0,0,4,7,1460,0,1975,0,"98052",47.6771,-122.156,1690,9679 +"2581900036","20140612T000000",743000,3,1.75,2110,11250,"1",0,0,4,8,2110,0,1961,0,"98040",47.5402,-122.216,2560,10992 +"5589900400","20141205T000000",338000,4,1.5,1790,17925,"1",0,0,4,6,1790,0,1951,0,"98155",47.7501,-122.302,1660,15165 +"0323089159","20141003T000000",332000,3,1.75,1340,13115,"1",0,0,3,7,1340,0,1978,0,"98045",47.5021,-121.77,1370,10800 +"5015000700","20150123T000000",563225,3,1,2460,4000,"1.5",0,0,4,7,1370,1090,1918,0,"98112",47.6268,-122.297,1680,4000 +"0624110860","20150427T000000",1.15e+006,4,3.5,3760,20609,"2",0,0,3,11,3760,0,1990,0,"98077",47.7255,-122.059,3360,15761 +"9521100465","20141013T000000",645000,2,1,1240,5000,"1",0,0,3,7,1000,240,1920,0,"98103",47.6634,-122.351,1480,3500 +"3275790140","20141230T000000",739000,3,2.5,2750,16000,"2",0,0,4,9,2560,190,1981,0,"98033",47.693,-122.187,2370,11279 +"1313300400","20140701T000000",435000,3,2.5,2530,13446,"2",0,0,3,9,2530,0,1993,0,"98019",47.7345,-121.961,2450,13446 +"8670900140","20140729T000000",995000,3,2.25,3200,3800,"2",0,0,5,9,2650,550,1914,0,"98102",47.638,-122.317,2400,3900 +"2540850070","20150320T000000",520000,4,2.75,2020,7357,"1",0,0,3,7,1350,670,1986,0,"98034",47.7145,-122.225,1690,7804 +"1921069068","20150429T000000",400000,4,2.5,3030,180263,"2",0,0,3,7,2030,1000,1987,0,"98092",47.2953,-122.097,2600,182509 +"3574800860","20141007T000000",440000,3,1.75,2350,7641,"1",0,0,3,7,1510,840,1978,0,"98034",47.7307,-122.219,2190,7500 +"5652600069","20140917T000000",440000,3,1.5,1690,6010,"1",0,0,3,7,1230,460,1946,0,"98115",47.6955,-122.291,1690,5418 +"4083302625","20150324T000000",738000,3,1,1280,3900,"1",0,0,4,7,1280,0,1921,0,"98103",47.6545,-122.336,2020,4560 +"0114100791","20150403T000000",250000,3,1.5,1170,9848,"1",0,0,3,7,1170,0,1963,0,"98028",47.7612,-122.234,2220,5542 +"9432900070","20140902T000000",338150,4,2.25,2700,8580,"2",0,0,3,8,2700,0,1992,0,"98022",47.2087,-122.009,2420,8580 +"7214820400","20140902T000000",425000,3,2.25,1800,7371,"1",0,0,3,7,1280,520,1979,0,"98072",47.7584,-122.145,1960,7675 +"2725069157","20140613T000000",883000,4,2.5,3670,54450,"2",0,0,3,10,3670,0,1999,0,"98074",47.6211,-122.016,2900,49658 +"1025079074","20141202T000000",510000,3,2,2350,266151,"1.5",0,0,3,7,2350,0,1983,0,"98014",47.6609,-121.892,2270,222156 +"0724069070","20140913T000000",950000,4,1.75,3100,21303,"1",0,1,4,9,3100,0,1962,0,"98075",47.5847,-122.081,3480,9697 +"2206700070","20141013T000000",435000,3,1,1120,9656,"1",0,0,5,7,1120,0,1955,0,"98006",47.567,-122.139,1720,9908 +"8564500240","20140527T000000",415000,5,1.5,1900,10226,"1",0,0,3,7,1130,770,1961,0,"98034",47.7226,-122.227,1690,10227 +"7579200765","20141006T000000",439000,2,2.5,1350,944,"2",0,0,3,9,870,480,2004,0,"98116",47.5591,-122.385,1440,1350 +"7893205525","20140527T000000",295832,5,1,1410,6400,"1",0,0,5,7,960,450,1955,0,"98198",47.4207,-122.334,1400,6500 +"9320700400","20141031T000000",285000,3,1.75,1560,9514,"1",0,0,4,7,1560,0,1967,0,"98031",47.4088,-122.21,1550,9600 +"3226049045","20150430T000000",350000,3,1.5,1090,5003,"1",0,0,3,7,1090,0,1962,0,"98125",47.703,-122.321,1540,5279 +"9828701741","20141021T000000",489000,2,2.75,1465,972,"2",0,0,3,7,1050,415,2006,0,"98112",47.621,-122.298,1480,1430 +"7205510370","20141124T000000",304500,3,2.25,1790,6930,"1",0,0,3,7,1390,400,1974,0,"98003",47.3536,-122.317,1810,7420 +"8899000310","20150317T000000",288000,3,1.5,1300,7313,"1",0,0,4,7,1300,0,1968,0,"98055",47.4568,-122.21,1770,8075 +"6804600240","20150211T000000",417000,3,1.75,1920,9512,"1",0,0,3,8,1440,480,1980,0,"98011",47.7606,-122.167,1820,9512 +"2902201126","20150401T000000",615000,3,3,1420,991,"2",0,0,3,8,1040,380,2005,0,"98102",47.6408,-122.327,1500,1301 +"5536500200","20140918T000000",730000,5,3.5,3760,4857,"2",0,3,3,9,2820,940,2004,0,"98072",47.7398,-122.167,3000,5693 +"3530490160","20140821T000000",178500,2,1,930,3447,"1",0,0,4,8,930,0,1978,0,"98198",47.3822,-122.318,1160,3447 +"2008000550","20140815T000000",300000,4,2,1580,9600,"1",0,0,5,7,1050,530,1965,0,"98198",47.4091,-122.313,1710,9600 +"2045400075","20140623T000000",415000,4,2.5,2170,8518,"1",0,3,3,7,1350,820,1955,0,"98178",47.5073,-122.234,1880,7680 +"0616000200","20140822T000000",452500,3,1.75,2040,15695,"1",0,0,4,8,2040,0,1959,0,"98166",47.4155,-122.339,2280,14400 +"7852160310","20140814T000000",1.01e+006,4,2.75,3430,15877,"1",0,4,3,11,3430,0,2005,0,"98065",47.5364,-121.856,4080,14577 +"8079100640","20141201T000000",653000,4,2.5,2160,7000,"2",0,0,4,9,2160,0,1989,0,"98029",47.5659,-122.013,2300,7440 +"6662000070","20140514T000000",715000,4,2.25,2060,5649,"1",0,0,5,8,1360,700,1941,0,"98199",47.6496,-122.407,2060,5626 +"1928300640","20140828T000000",541000,3,1.75,1410,4080,"1.5",0,0,4,7,1410,0,1927,0,"98105",47.6695,-122.32,1820,4080 +"7888100240","20141209T000000",245000,4,1.5,1850,7547,"1.5",0,0,4,7,1850,0,1960,0,"98198",47.3714,-122.309,1730,7577 +"3034200516","20150217T000000",547000,2,1,1370,10038,"1.5",0,0,4,7,1370,0,1922,0,"98133",47.719,-122.339,1610,8822 +"7504000510","20150402T000000",750000,5,2.75,3330,12408,"1",0,0,3,10,1740,1590,1976,0,"98074",47.6318,-122.058,2780,12000 +"9141100070","20150126T000000",575000,5,2.5,1970,12375,"1",0,0,3,8,1570,400,1959,0,"98133",47.7412,-122.354,1970,8941 +"0921059200","20140813T000000",216000,3,1.75,1310,8670,"1",0,0,4,6,1310,0,1984,0,"98092",47.3156,-122.186,2622,7191 +"3645100240","20140922T000000",443000,3,1.75,1640,4579,"1",0,0,4,6,1640,0,1916,0,"98133",47.7061,-122.352,1580,5040 +"4123800260","20141103T000000",257700,4,2.25,1600,6202,"2",0,0,4,7,1600,0,1986,0,"98038",47.3784,-122.046,1530,6298 +"7334401000","20150414T000000",278000,3,1,1230,9440,"1",0,0,3,7,1230,0,1978,0,"98045",47.4657,-121.747,1230,10296 +"2111010890","20141105T000000",300000,3,2.5,2240,3691,"2",0,0,3,7,2240,0,2003,0,"98092",47.3364,-122.169,2619,3691 +"4137070830","20150213T000000",269100,3,2.5,2190,7904,"2",0,0,3,8,2190,0,1995,0,"98092",47.2617,-122.21,2190,7669 +"7283900036","20140818T000000",402500,3,1,990,10752,"1.5",0,0,4,7,990,0,1929,0,"98133",47.7648,-122.35,1820,7600 +"0345700340","20140610T000000",306888,2,1.5,1010,7719,"2",0,0,3,7,1010,0,1981,0,"98056",47.5128,-122.189,1210,7719 +"4178300070","20141226T000000",795000,4,2.5,2920,14210,"2",0,0,4,10,2920,0,1978,0,"98007",47.6196,-122.15,2840,13702 +"3342103228","20140804T000000",525000,4,2.5,2310,5573,"2",0,0,4,9,2310,0,2003,0,"98056",47.5197,-122.2,2310,6189 +"5451300105","20140720T000000",1.05e+006,3,2.5,3470,12076,"2",0,3,3,10,2560,910,1988,0,"98040",47.5319,-122.238,3590,17677 +"5249803645","20140829T000000",452000,2,1,1220,6000,"1",0,0,3,6,880,340,1938,0,"98118",47.5647,-122.27,1220,6840 +"7326200030","20150413T000000",350000,3,2.25,1550,5401,"2",0,0,3,7,1550,0,2000,0,"98019",47.737,-121.967,1740,4485 +"7227502075","20150409T000000",410000,4,2.5,2070,6180,"2",0,0,3,8,2070,0,2007,0,"98056",47.4915,-122.183,1250,6018 +"7011200160","20141113T000000",595000,3,1.75,2060,3600,"1.5",0,0,3,7,1180,880,1905,1985,"98119",47.6389,-122.371,1730,2475 +"7202340390","20150407T000000",499000,3,2.5,1690,4851,"2",0,0,3,7,1690,0,2004,0,"98053",47.6795,-122.034,2330,4851 +"5412100240","20141022T000000",340000,4,2.5,2550,7555,"2",0,0,3,8,2550,0,2001,0,"98001",47.2614,-122.29,2550,6800 +"1245000685","20140625T000000",1.065e+006,5,3.25,3370,7947,"2",0,0,3,10,3370,0,2001,0,"98033",47.6906,-122.202,2040,7900 +"3222059187","20140528T000000",460000,4,3,2230,52983,"2",0,0,3,8,2230,0,1991,0,"98030",47.3577,-122.195,2060,8755 +"1822500270","20140819T000000",345000,4,2.5,2382,5899,"2",0,0,3,8,2382,0,2011,0,"98003",47.2793,-122.295,2382,5897 +"2310010270","20150218T000000",280500,3,2.25,1620,7566,"2",0,0,3,7,1620,0,1990,0,"98038",47.3566,-122.039,1470,7566 +"9547204930","20150225T000000",704000,3,1,1140,6120,"1.5",0,0,3,7,1140,0,1926,0,"98115",47.6822,-122.309,1800,4080 +"8137500400","20141007T000000",545000,3,2.5,2140,40173,"2",0,0,4,8,2140,0,1990,0,"98027",47.4786,-122.066,2380,43016 +"3343901242","20140807T000000",335000,3,1.5,1900,7584,"1",0,0,5,7,1900,0,1962,0,"98056",47.5091,-122.19,1410,7584 +"0486000510","20140523T000000",1.325e+006,4,3,3370,7920,"1",0,3,3,10,1860,1510,1988,0,"98117",47.6773,-122.403,2730,7380 +"0537000075","20140811T000000",420000,3,2.75,2300,8000,"1",0,0,3,7,1430,870,1965,0,"98003",47.3293,-122.306,2070,10200 +"3544400045","20150220T000000",705000,4,2,2040,5050,"1",0,0,5,7,1160,880,1937,0,"98115",47.6885,-122.324,2040,5050 +"9211520400","20141104T000000",274900,4,1.75,1840,10528,"1",0,0,3,7,1210,630,1990,0,"98023",47.2987,-122.385,1620,9331 +"2738600140","20140502T000000",499950,4,2.5,2860,3345,"2",0,0,3,8,2190,670,2004,0,"98072",47.7735,-122.158,2860,3596 +"3073500111","20150318T000000",415250,3,1.5,1400,7550,"1",0,0,4,7,1400,0,1953,0,"98133",47.7566,-122.337,1730,7562 +"7889000160","20150317T000000",222000,3,1,990,7520,"1",0,0,4,7,990,0,1958,0,"98002",47.285,-122.207,990,7440 +"1422059129","20140814T000000",375000,3,2,3120,42247,"1",0,0,4,7,2150,970,1980,0,"98042",47.3925,-122.137,2100,43416 +"9430000070","20150430T000000",300000,3,2.5,1640,5707,"2",0,0,3,7,1640,0,1995,0,"98031",47.4016,-122.209,1850,5827 +"2518400046","20141118T000000",456700,3,1.75,2820,8879,"1",0,0,5,7,1540,1280,1920,1957,"98146",47.5094,-122.376,1640,7850 +"1315300070","20150319T000000",925500,3,2.75,1970,5200,"1.5",0,3,3,8,1970,0,1915,2002,"98136",47.5374,-122.388,2140,5200 +"1081330030","20140723T000000",375000,5,2.5,2840,15598,"1",0,0,4,8,1470,1370,1975,0,"98059",47.4693,-122.117,2570,14930 +"4397010140","20141014T000000",420000,3,2.5,2370,15375,"2",0,2,3,9,2370,0,1993,0,"98042",47.3803,-122.147,2450,9800 +"8564700240","20141017T000000",575000,3,2.5,2610,7301,"2",0,0,3,8,2610,0,2004,0,"98072",47.7614,-122.139,2460,7181 +"0597000566","20150428T000000",335000,3,2,1340,1951,"1",0,0,3,6,670,670,1915,0,"98144",47.5763,-122.309,1520,2248 +"9828202030","20150218T000000",428000,4,2,1300,7200,"1",0,0,3,7,1300,0,1958,0,"98122",47.6169,-122.294,1540,6600 +"7214711260","20141001T000000",655000,4,2.5,3340,34238,"1",0,0,4,8,2060,1280,1977,0,"98077",47.7654,-122.076,2400,36590 +"5569620550","20140627T000000",738000,3,3,2630,4896,"2",0,0,3,9,2630,0,2006,0,"98052",47.6932,-122.133,2880,4972 +"6145601890","20140819T000000",415000,5,1.75,1960,3748,"1",0,0,3,7,980,980,1965,0,"98133",47.7027,-122.349,1410,3844 +"9269200831","20140825T000000",392000,3,1,1090,6125,"1",0,0,4,6,790,300,1945,0,"98126",47.5343,-122.37,1050,6125 +"6021502470","20141106T000000",555000,2,1,1550,4600,"1",0,0,4,7,1050,500,1941,0,"98117",47.686,-122.384,1550,4600 +"0646910560","20150306T000000",260000,3,2.5,1770,2677,"2",0,0,3,7,1770,0,2005,0,"98055",47.4339,-122.194,1550,1798 +"2475900565","20150309T000000",392500,3,1,1390,10500,"1.5",0,0,3,6,1390,0,1940,0,"98024",47.567,-121.893,1350,9800 +"4139430810","20140801T000000",912000,3,2.5,2979,17313,"2",0,2,3,11,2979,0,1993,0,"98006",47.5503,-122.118,3890,14797 +"2586800140","20141118T000000",135000,2,1,830,7609,"1",0,0,3,6,830,0,1943,0,"98146",47.5057,-122.348,1170,7609 +"0226059121","20140813T000000",500000,3,2.75,1560,77536,"1",0,0,3,7,1400,160,1978,0,"98072",47.7695,-122.126,2210,41449 +"7696610270","20141229T000000",238000,3,1.5,1360,7488,"1",0,0,4,7,1050,310,1975,0,"98001",47.3314,-122.275,1580,7508 +"4279900140","20141001T000000",251000,4,2,1650,5974,"1",0,0,5,7,860,790,1972,0,"98178",47.5008,-122.257,1940,6001 +"5422560810","20140714T000000",406500,2,1.75,1510,5319,"2",0,0,4,8,1510,0,1978,0,"98052",47.6647,-122.13,1740,6160 +"1657300270","20150312T000000",433495,4,2.25,3010,10925,"2",0,0,4,9,3010,0,1988,0,"98092",47.3326,-122.201,2690,10925 +"8648210140","20141224T000000",265000,3,2.25,1510,6071,"1",0,0,4,7,1150,360,1985,0,"98042",47.3619,-122.077,1510,7271 +"3034200247","20150206T000000",360000,3,1.75,1950,7260,"1",0,0,3,8,1520,430,1957,0,"98133",47.7187,-122.33,1950,7548 +"2204500550","20140717T000000",425000,4,1,1800,12485,"1",0,0,5,7,950,850,1955,0,"98006",47.5729,-122.147,1290,9840 +"7390400069","20150327T000000",450000,2,2.75,2810,11205,"1",0,0,3,7,1510,1300,1968,0,"98178",47.4869,-122.243,2520,13000 +"1077100070","20150316T000000",449900,3,1.75,1760,8266,"1",0,0,5,7,1760,0,1954,0,"98133",47.7708,-122.339,1400,8519 +"0423059360","20141017T000000",345000,4,2.5,2040,5875,"2",0,0,3,8,2040,0,2004,0,"98056",47.5051,-122.17,2230,5459 +"3316500200","20141009T000000",612500,4,2,1690,35346,"1",0,0,3,7,1690,0,1967,0,"98008",47.6149,-122.124,2050,37846 +"1328300990","20140805T000000",317000,3,1.75,1530,7650,"1",0,0,4,8,1530,0,1977,0,"98058",47.4435,-122.128,1850,6804 +"4443800505","20150507T000000",585000,3,1.5,1810,3880,"1.5",0,0,4,8,1310,500,1929,0,"98117",47.6835,-122.392,1400,3880 +"7327500200","20140618T000000",455000,3,1.75,1180,14292,"1",0,0,3,7,1180,0,1981,0,"98045",47.4818,-121.733,1480,14400 +"4054510310","20141201T000000",1.035e+006,4,4,4090,51908,"2",0,0,3,11,4090,0,1991,0,"98077",47.7226,-122.039,4290,41655 +"7525100060","20140820T000000",497000,4,2.25,2250,3463,"2",0,0,4,8,2250,0,1968,0,"98052",47.6324,-122.106,1850,2811 +"3065600270","20150422T000000",226750,3,1.75,1070,6315,"1",0,0,3,7,1070,0,1992,0,"98023",47.2803,-122.356,1520,5707 +"2881700273","20140819T000000",385000,4,2,1820,7102,"1",0,0,3,7,1220,600,1950,0,"98155",47.7447,-122.324,1650,8184 +"7889600685","20141211T000000",205000,3,0.75,1080,5025,"1",0,0,3,5,1080,0,1948,0,"98146",47.4936,-122.335,1370,6000 +"1137500070","20140929T000000",745000,4,2.5,2760,13093,"2",0,0,4,9,2760,0,1989,0,"98075",47.5845,-122.06,2810,13545 +"5104530810","20140620T000000",371000,4,2.5,2550,4770,"2",0,0,3,8,2550,0,2005,0,"98038",47.3526,-122,2380,4590 +"3905060070","20140829T000000",545000,4,2.5,2080,8504,"2",0,0,3,8,2080,0,1991,0,"98029",47.5703,-121.998,2000,6773 +"6450302545","20150508T000000",443000,3,1,1280,5460,"1.5",0,0,4,7,1280,0,1931,0,"98133",47.7321,-122.334,1390,5500 +"7972602435","20150318T000000",287000,2,1,950,6350,"1",0,0,3,7,950,0,1951,0,"98106",47.528,-122.352,1080,7620 +"5423500240","20140624T000000",194000,3,1,1050,7577,"1",0,0,3,7,1050,0,1983,0,"98023",47.2891,-122.357,1430,7245 +"8074200160","20140629T000000",265000,3,1,1800,7650,"1",0,0,5,7,1800,0,1957,0,"98056",47.4922,-122.178,1230,7650 +"3317500070","20150408T000000",1.135e+006,4,2.75,3840,10004,"1",0,2,4,9,2110,1730,1963,0,"98040",47.5606,-122.225,3500,12118 +"6119700030","20150508T000000",699950,4,3.25,3674,12793,"2",0,1,3,9,3674,0,1987,0,"98166",47.4357,-122.343,3220,13100 +"2568800160","20141015T000000",433000,4,1,1710,7000,"1.5",0,0,3,7,1710,0,1950,0,"98125",47.7037,-122.293,2030,7938 +"2781250520","20141016T000000",200000,2,1.75,910,2693,"1",0,0,3,6,910,0,2003,0,"98038",47.3493,-122.025,1360,2693 +"7230200310","20150409T000000",289571,3,1.5,1340,25160,"1",0,0,3,7,1340,0,1968,0,"98059",47.475,-122.111,1440,23680 +"4400900030","20140602T000000",440000,4,2.75,2340,11034,"1",0,0,3,8,1720,620,1967,0,"98155",47.7686,-122.278,2370,11941 +"4038300070","20141113T000000",400000,3,1.5,1510,8360,"1",0,0,3,7,1120,390,1960,0,"98007",47.6119,-122.133,1700,8360 +"5706000070","20141014T000000",589000,4,2.5,2630,15000,"2",0,0,5,8,2630,0,1962,0,"98027",47.5262,-122.028,1770,8700 +"0825069078","20150324T000000",850000,5,2.25,3100,97661,"2",0,0,3,9,3100,0,1986,0,"98053",47.6624,-122.062,2370,53993 +"0363000045","20150102T000000",520000,3,1,940,3000,"1.5",0,0,3,7,940,0,1903,0,"98122",47.6033,-122.3,1210,3500 +"1912100875","20150423T000000",555000,2,2.25,1370,1248,"2",0,0,3,7,1200,170,2000,0,"98102",47.6399,-122.32,1800,3360 +"7853230200","20150309T000000",470000,3,2.5,2480,5082,"2",0,0,3,7,2480,0,2004,0,"98065",47.5297,-121.846,2480,5874 +"9406500350","20141229T000000",207000,2,1.5,1068,1158,"2",0,0,3,7,1068,0,1990,0,"98028",47.753,-122.244,1078,1278 +"5152960350","20141113T000000",379750,4,2.75,2390,9650,"1",0,2,3,8,1620,770,1976,0,"98003",47.3438,-122.322,2390,10000 +"6021500320","20150507T000000",709000,4,1.75,2170,4600,"1",0,0,3,7,1270,900,1950,0,"98117",47.6894,-122.384,1750,4000 +"7137910140","20140923T000000",240000,3,2.5,1520,9864,"1",0,0,3,7,1160,360,1993,0,"98092",47.3186,-122.171,1580,7425 +"6117500955","20150204T000000",445500,4,1.5,2210,10497,"1",0,0,4,8,1650,560,1953,0,"98166",47.4321,-122.347,1840,12697 +"0269001331","20140909T000000",1.308e+006,5,2.5,3200,7863,"1",0,3,5,8,1600,1600,1959,0,"98199",47.6398,-122.39,2640,7680 +"1023059190","20150324T000000",210000,3,1.5,1160,10125,"1",0,0,4,7,1160,0,1959,0,"98059",47.4919,-122.151,1440,10018 +"8961970560","20140811T000000",603000,4,2.5,2670,5895,"2",0,0,3,8,2670,0,1999,0,"98074",47.6066,-122.016,2820,6531 +"3066400710","20150407T000000",720000,3,2.5,2520,10012,"2",0,0,3,10,2520,0,1987,0,"98074",47.6295,-122.051,2680,10071 +"0795000765","20140616T000000",92000,2,1,760,5500,"1.5",0,0,3,5,760,0,1947,0,"98168",47.5045,-122.329,1040,5515 +"2767603535","20150126T000000",600000,3,1.75,1310,5000,"2",0,0,4,7,1310,0,1901,0,"98107",47.6722,-122.379,1270,4750 +"7774200070","20150408T000000",725000,4,2.5,2750,13950,"1",0,3,4,8,1380,1370,1948,0,"98146",47.4938,-122.364,2460,13950 +"4029400140","20141210T000000",409950,5,2.25,1790,10300,"1",0,0,3,7,1270,520,1961,0,"98155",47.7718,-122.292,1790,10300 +"1954400060","20140506T000000",515000,3,2.5,1790,7167,"2",0,0,3,8,1790,0,1989,0,"98074",47.6176,-122.045,1680,7418 +"2473002650","20150512T000000",495000,4,2.5,2400,11640,"1",0,0,5,8,1800,600,1968,0,"98058",47.4485,-122.139,2440,10823 +"5451220200","20140624T000000",998000,4,2.25,2420,10200,"2",0,0,4,9,2420,0,1973,0,"98040",47.5336,-122.225,2390,10200 +"1472700200","20140709T000000",630000,3,1.75,1710,8767,"1",0,0,4,8,1710,0,1986,0,"98033",47.6945,-122.188,2050,9200 +"1661000060","20140801T000000",410000,3,1.75,2000,7480,"1",0,0,3,8,1320,680,1972,0,"98177",47.7734,-122.359,2000,8610 +"2600110710","20140819T000000",602000,3,2.25,1580,11580,"1",0,0,4,8,1580,0,1979,0,"98006",47.5503,-122.155,2630,10009 +"2600110560","20141112T000000",750000,4,2.75,2310,10232,"1",0,0,5,8,1310,1000,1980,0,"98006",47.5515,-122.153,2820,9886 +"8617000060","20140708T000000",711600,4,3,3580,9316,"2.5",0,0,3,10,2370,1210,1991,0,"98007",47.595,-122.133,2580,9242 +"8562720390","20140825T000000",1.05e+006,4,4,4320,8709,"2",0,0,3,11,3190,1130,2006,0,"98027",47.5369,-122.07,4010,8321 +"1137300890","20141217T000000",700500,3,2.5,2560,35265,"2",0,0,3,9,2560,0,1981,0,"98072",47.7354,-122.095,2820,35496 +"4104900340","20150204T000000",710000,4,2.5,3220,18618,"2",0,1,3,10,3220,0,1991,0,"98056",47.5326,-122.181,2650,11896 +"2616700560","20141204T000000",250000,3,2,1660,13085,"1",0,0,3,7,1010,650,1985,0,"98001",47.3298,-122.277,1660,7778 +"1061500510","20141015T000000",350000,4,1.75,2420,8400,"1",0,0,5,7,1620,800,1964,0,"98056",47.5017,-122.165,1660,8400 +"6411600370","20140515T000000",475000,7,3.5,2870,29699,"1",0,0,3,7,1520,1350,1961,0,"98125",47.7153,-122.327,1380,7555 +"4154302075","20150116T000000",200000,2,1,830,7200,"1",0,0,2,6,830,0,1920,0,"98118",47.5604,-122.275,1150,6600 +"1727500390","20141030T000000",450000,4,2.25,1710,7000,"1",0,0,4,7,1040,670,1972,0,"98034",47.719,-122.217,1780,6500 +"2538410260","20140801T000000",316000,5,2.5,2600,4641,"2",0,0,3,7,2600,0,2005,0,"98058",47.4325,-122.146,2330,4589 +"9269200520","20141016T000000",310000,1,1,670,4920,"1",0,0,3,5,670,0,1920,0,"98126",47.5342,-122.373,1050,4920 +"7334400070","20150223T000000",392000,3,1.5,1500,11975,"1",0,0,4,7,1500,0,1970,0,"98045",47.4658,-121.758,1510,13875 +"1972200696","20141006T000000",521000,3,3.25,1460,1254,"3",0,0,3,8,1460,0,2000,0,"98103",47.6535,-122.353,1400,1255 +"2267000486","20140822T000000",495000,2,2,1540,7110,"1",0,0,3,7,960,580,1949,0,"98117",47.6932,-122.395,1860,7065 +"1311800560","20141121T000000",209000,3,1.75,1250,8084,"1",0,0,4,7,1250,0,1967,0,"98001",47.3364,-122.276,1340,7680 +"9542400075","20140606T000000",809950,4,2,2230,9900,"1.5",0,0,5,9,2230,0,1959,0,"98005",47.5979,-122.173,2510,11041 +"3223069065","20140917T000000",400000,2,1.75,1800,224769,"1",0,0,3,7,1420,380,1950,2008,"98038",47.4327,-122.06,1620,112384 +"1724500030","20150312T000000",415000,4,2.5,2400,7292,"1",0,0,3,8,1530,870,1980,0,"98133",47.7749,-122.339,1710,7909 +"3751602797","20140702T000000",411000,4,2,2370,76665,"2",0,0,4,8,2370,0,1978,0,"98001",47.2831,-122.279,2110,19334 +"0809002030","20140911T000000",825000,2,2,1830,3600,"1",0,0,4,7,1230,600,1926,0,"98109",47.6359,-122.351,2020,3600 +"0993002127","20150223T000000",436000,3,2.25,1480,1384,"3",0,0,3,8,1480,0,2008,0,"98103",47.691,-122.342,1310,1329 +"1473120140","20140708T000000",460000,4,2.5,2620,8331,"2",0,0,3,9,2620,0,1991,0,"98058",47.4357,-122.159,2760,8174 +"7849200861","20140714T000000",281000,3,1,1300,5782,"1",0,0,4,6,1300,0,1959,0,"98065",47.524,-121.821,1020,7200 +"0269000030","20140825T000000",976000,4,1.5,3120,7680,"1",0,3,3,8,1660,1460,1956,0,"98199",47.646,-122.39,2900,7680 +"2607760700","20150420T000000",485000,4,2.5,2400,10364,"2",0,0,3,8,2400,0,1995,0,"98045",47.4832,-121.799,2390,9918 +"7715801090","20140725T000000",429000,3,2.5,1430,9240,"2",0,0,3,7,1430,0,1984,0,"98074",47.6258,-122.058,1480,8125 +"1999600320","20150304T000000",729000,3,2.5,2480,7428,"2",0,0,3,9,2480,0,1990,0,"98006",47.5489,-122.185,2600,8322 +"4221250340","20150409T000000",625000,3,2.5,2280,4757,"2",0,0,3,8,2280,0,2003,0,"98075",47.5901,-122.018,2280,4534 +"3668000810","20150116T000000",218500,3,1.75,1390,9328,"1",0,0,4,7,1390,0,1987,0,"98092",47.2766,-122.146,1550,8374 +"2337300370","20150206T000000",175000,3,1,1030,8395,"1",0,0,4,7,1030,0,1960,0,"98023",47.3322,-122.337,1370,9380 +"1453602065","20150205T000000",442500,3,1,1120,8200,"1",0,0,4,7,1120,0,1938,0,"98125",47.7254,-122.29,1820,7205 +"3359500960","20150321T000000",480000,3,2,1300,3000,"2",0,0,3,7,1300,0,1986,0,"98115",47.6728,-122.325,1670,4500 +"6133100125","20141008T000000",715500,3,2.25,2410,9668,"1",0,1,4,8,1540,870,1965,0,"98117",47.6996,-122.391,2510,5250 +"8562600260","20141120T000000",432500,3,1.75,1470,7350,"1",0,0,3,8,1470,0,1963,0,"98052",47.6687,-122.154,1470,7350 +"2325069032","20140731T000000",875000,5,4.25,4720,18741,"2",0,0,3,11,3210,1510,2005,0,"98053",47.6347,-122.013,3880,37328 +"1223039235","20141114T000000",605000,5,2.75,2910,13332,"2",0,0,4,8,2910,0,1940,1991,"98146",47.4977,-122.359,1760,8900 +"4139480350","20150113T000000",1.688e+006,4,4,5000,12941,"3",0,2,3,12,5000,0,2002,0,"98006",47.55,-122.103,4560,12941 +"3348401382","20150210T000000",318000,3,2.25,1690,12662,"1",0,0,5,7,1090,600,1982,0,"98178",47.4972,-122.264,1950,9642 +"0164000267","20141016T000000",311300,2,1,1000,7228,"1",0,0,4,7,1000,0,1947,0,"98133",47.7294,-122.352,1100,7228 +"1099900030","20150415T000000",325000,5,2.75,2400,7904,"1",0,0,3,7,1450,950,1992,0,"98188",47.4683,-122.263,2400,7475 +"4139700260","20141117T000000",795000,5,3.5,3330,3705,"2",0,0,3,9,2610,720,2008,0,"98006",47.5567,-122.124,2810,3971 +"6071800310","20140619T000000",558000,4,2.25,2060,10358,"1",0,0,4,8,1320,740,1962,0,"98006",47.5478,-122.174,2060,9676 +"1321720140","20140528T000000",370000,4,2.5,3090,18645,"2",0,0,3,9,3090,0,1995,0,"98023",47.2902,-122.342,3610,20114 +"8078460320","20141118T000000",598850,4,2.5,2350,7245,"2",0,0,3,8,2350,0,1993,0,"98074",47.6318,-122.023,2350,9419 +"6388930570","20141023T000000",515700,3,2.5,2180,9722,"2",0,0,3,8,2180,0,1994,0,"98056",47.527,-122.173,2440,9722 +"3709500060","20140620T000000",458000,3,2.5,1870,5013,"2",0,0,3,8,1870,0,2003,0,"98011",47.7552,-122.221,2040,5555 +"5469500640","20150224T000000",583500,3,2.25,3530,13000,"2.5",0,0,4,10,3530,0,1985,0,"98042",47.3823,-122.159,2960,13000 +"0293910070","20140723T000000",653750,4,2.5,2460,4166,"2",0,0,3,9,2460,0,2003,0,"98034",47.7072,-122.232,2460,4964 +"3158500340","20140711T000000",299000,3,2.5,1650,4725,"2",0,0,3,8,1650,0,2011,0,"98038",47.3548,-122.055,2000,4725 +"2617300200","20140509T000000",532000,5,3,3480,57499,"1",0,0,4,8,2340,1140,1976,0,"98027",47.4574,-122.024,2020,40946 +"0521049200","20140708T000000",819000,3,2.75,3176,13391,"2",0,3,4,9,2726,450,1985,0,"98198",47.3429,-122.33,3470,12779 +"7779200105","20140718T000000",945000,4,2.25,2420,9000,"1",0,4,5,9,2000,420,1967,0,"98146",47.4884,-122.363,2400,9035 +"8651500710","20141106T000000",608700,4,2.5,2260,9696,"1",0,0,3,9,2260,0,1983,0,"98074",47.643,-122.066,2400,12111 +"0871000435","20150509T000000",812000,4,2,2380,6122,"1",0,2,4,8,1310,1070,1949,0,"98199",47.6506,-122.405,1810,5202 +"0217500140","20140513T000000",464000,5,2.5,3400,8970,"1",0,0,4,8,1700,1700,1959,0,"98133",47.7358,-122.335,1890,8475 +"9290850810","20140613T000000",950000,4,2.5,3770,35081,"2",0,0,3,10,3770,0,1989,0,"98053",47.6908,-122.051,4000,35492 +"6844700510","20141203T000000",700000,4,2.5,2672,4297,"2",0,0,3,8,2020,652,2005,0,"98115",47.6955,-122.289,1720,6120 +"1232001040","20141016T000000",435000,3,1,1180,4219,"1",0,0,3,7,1060,120,1939,0,"98117",47.6867,-122.378,1630,4219 +"3751601171","20141007T000000",229500,3,1.5,1810,14400,"1",0,0,4,7,1810,0,1954,0,"98001",47.2887,-122.269,1710,12000 +"6117502220","20141117T000000",1.575e+006,3,3,2610,22672,"1.5",1,4,4,8,2610,0,1952,0,"98166",47.4414,-122.354,2810,22672 +"4322300140","20141103T000000",265000,3,2.25,1450,13439,"1",0,0,4,7,1180,270,1963,0,"98003",47.2811,-122.299,1520,12348 +"1526059051","20140828T000000",995000,2,2,1600,64468,"1",0,0,3,7,1600,0,1950,0,"98072",47.7344,-122.143,1950,64468 +"3800000160","20140709T000000",590000,3,2.5,2650,9380,"1",0,0,5,8,1680,970,1975,0,"98155",47.7756,-122.273,2310,9600 +"1454600116","20140611T000000",740000,4,2.75,2490,17833,"2",0,2,3,9,1490,1000,1979,0,"98125",47.7206,-122.284,2640,16943 +"4174600055","20140521T000000",360000,2,0.75,850,7710,"1",0,2,5,6,550,300,1909,0,"98108",47.5588,-122.301,2500,6022 +"2594200566","20150406T000000",548500,4,2,1820,7200,"1",0,0,3,7,1300,520,1976,0,"98136",47.5161,-122.388,1770,8149 +"8825900465","20140507T000000",599000,3,1.75,1960,4788,"1",0,0,4,7,1090,870,1920,0,"98115",47.6746,-122.312,1960,3960 +"8562900310","20140613T000000",615000,3,1.75,2350,20820,"1",0,0,4,8,1800,550,1978,0,"98074",47.6095,-122.059,2040,10800 +"1446401555","20141208T000000",292000,3,1.75,1320,6600,"1",0,0,3,7,1320,0,1988,0,"98168",47.4838,-122.33,1070,6594 +"3528000140","20141023T000000",899000,4,2.5,3720,30649,"2",0,0,3,10,3720,0,1988,0,"98053",47.6651,-122.056,3220,29434 +"7625704500","20141208T000000",500000,3,1.5,2210,6500,"1",0,0,4,7,1030,1180,1912,0,"98136",47.5434,-122.388,1750,6370 +"3575302397","20141113T000000",580000,3,2.5,1910,11550,"1.5",0,0,3,8,1910,0,2003,0,"98074",47.6213,-122.064,2230,11550 +"6190500340","20140509T000000",580000,4,2.5,2840,6268,"2",0,0,3,9,2840,0,1998,0,"98028",47.7386,-122.235,2790,6526 +"0475000510","20141118T000000",594000,3,1,1320,5000,"1",0,0,4,7,1090,230,1920,0,"98107",47.6674,-122.365,1700,5000 +"7199340320","20150409T000000",500000,3,2.5,2440,7600,"1",0,0,3,7,1420,1020,1981,0,"98052",47.6966,-122.127,2060,7700 +"3904940140","20141006T000000",550000,4,2.5,2420,8056,"1",0,0,3,8,1680,740,1988,0,"98029",47.5748,-122.013,2160,6807 +"2310030390","20150429T000000",275000,3,1.75,1180,6260,"1",0,0,4,8,1180,0,1993,0,"98038",47.3531,-122.048,1580,7272 +"2591800340","20150430T000000",390000,3,2.25,1820,7420,"2",0,0,4,8,1820,0,1983,0,"98058",47.4368,-122.162,1900,7526 +"3505100126","20140626T000000",1.25e+006,3,3,3760,8500,"2.5",0,3,4,10,3060,700,1910,0,"98116",47.5815,-122.398,2610,5500 +"3361401977","20140826T000000",250000,3,2.25,1560,15340,"2",0,0,3,7,1560,0,1997,0,"98168",47.4989,-122.322,1560,8260 +"5422570260","20140929T000000",405000,2,2.5,1790,5400,"2",0,0,4,8,1790,0,1979,0,"98052",47.6606,-122.128,1700,5760 +"0100600320","20140813T000000",213950,3,1,1430,7000,"1",0,0,3,6,1430,0,1968,0,"98023",47.3018,-122.369,1050,7700 +"8099200030","20141222T000000",232000,3,1.5,1390,11340,"1",0,0,4,7,1390,0,1963,0,"98031",47.3984,-122.186,1740,11340 +"7140600055","20150411T000000",207000,3,1,990,10800,"1",0,0,4,6,990,0,1959,0,"98002",47.293,-122.215,1060,10364 +"3422049276","20141211T000000",310000,3,1.75,1880,30346,"1",0,0,3,8,1880,0,1988,0,"98001",47.3515,-122.291,2260,5883 +"3157600240","20140903T000000",540000,3,2.5,2520,5000,"3",0,0,3,9,2520,0,1990,0,"98106",47.5664,-122.359,1130,5000 +"0091000135","20150507T000000",750000,4,1.5,2060,4000,"1.5",0,2,3,7,1580,480,1920,1990,"98103",47.6857,-122.353,1160,4000 +"0423059369","20140604T000000",392500,4,2.5,2150,7303,"2",0,0,3,8,2150,0,2005,0,"98056",47.5109,-122.183,1940,9569 +"5152000030","20150204T000000",305000,5,2.5,2500,12220,"1",0,0,3,8,1690,810,1962,0,"98003",47.3335,-122.325,2130,12000 +"7732300390","20140523T000000",735000,3,2.5,2390,9157,"2",0,0,3,9,2390,0,1984,0,"98052",47.6617,-122.15,2360,8250 +"1954430390","20140707T000000",575000,4,2.5,2400,6137,"2",0,0,3,8,2400,0,1990,0,"98074",47.6187,-122.04,2120,7468 +"7891600260","20140618T000000",175000,2,1,660,5000,"1",0,0,3,6,660,0,1915,0,"98106",47.5664,-122.364,1000,5000 +"2329800140","20141203T000000",291000,4,2.5,1580,6633,"2",0,0,4,7,1580,0,1984,0,"98042",47.3768,-122.118,1590,6633 +"8653900070","20140804T000000",791500,4,2.5,3250,8970,"2",0,0,3,10,3250,0,1994,0,"98075",47.5862,-122.037,3240,8449 +"7740500070","20140710T000000",475000,3,2,1880,9659,"1",0,0,3,8,1180,700,1951,0,"98155",47.7497,-122.284,1780,9659 +"3352401090","20141113T000000",238950,2,1,1190,11400,"1",0,0,3,7,1190,0,1951,0,"98178",47.5012,-122.265,1410,11400 +"2767704756","20141020T000000",470000,3,3.5,1280,1257,"2",0,0,3,8,1040,240,2000,0,"98107",47.6721,-122.374,1280,1249 +"7504400710","20150427T000000",420000,4,1.75,2380,15324,"1",0,0,3,8,1610,770,1978,0,"98074",47.6262,-122.049,2540,12608 +"7787100390","20150420T000000",440000,3,2.5,2040,7605,"2",0,0,3,8,2040,0,1996,0,"98045",47.4876,-121.779,2150,7545 +"4240400140","20140820T000000",656000,4,1.75,1440,4300,"1.5",0,0,4,8,1290,150,1929,0,"98117",47.6846,-122.372,1640,5000 +"7202270570","20140714T000000",559950,3,2.5,2120,4310,"2",0,0,3,7,2120,0,2001,0,"98053",47.687,-122.037,2280,4380 +"3037200045","20141113T000000",600000,2,2,990,5416,"1",0,0,3,6,990,0,1935,0,"98122",47.604,-122.311,1650,3360 +"3750605247","20140804T000000",255000,3,1,1710,12000,"1",0,0,4,7,1710,0,1972,0,"98001",47.2616,-122.281,1310,9600 +"7972604425","20150401T000000",210750,4,1.5,1840,7076,"1.5",0,0,3,7,1840,0,1957,0,"98106",47.5185,-122.345,1510,7320 +"0809002610","20140718T000000",485000,4,1,1150,2560,"1.5",0,0,3,7,1150,0,1909,0,"98109",47.6368,-122.355,1890,3000 +"4123840570","20141020T000000",390000,3,2.5,2250,8076,"2",0,0,3,8,2250,0,1995,0,"98038",47.3667,-122.041,2180,7244 +"1081200070","20150323T000000",405000,3,2.5,2460,12600,"1",0,0,4,8,1810,650,1970,0,"98059",47.473,-122.118,1820,11180 +"9274204100","20140910T000000",462500,4,1,1540,4500,"1.5",0,0,2,7,1540,0,1905,0,"98116",47.587,-122.384,1920,6000 +"1072010510","20150210T000000",435000,4,2.25,2210,14073,"1",0,0,3,8,1630,580,1978,0,"98059",47.4774,-122.142,2340,11340 +"7202330160","20141119T000000",440000,3,2.5,1440,5434,"2",0,0,3,7,1440,0,2003,0,"98053",47.6818,-122.034,1560,3770 +"8731990700","20140625T000000",299950,3,1.75,1790,7650,"1",0,3,3,9,1790,0,1978,0,"98023",47.3213,-122.385,2540,7600 +"9828200746","20150504T000000",440000,2,1.5,1120,1024,"2",0,0,3,8,1120,0,1970,1998,"98122",47.6175,-122.298,1120,1549 +"9407100310","20141113T000000",312620,3,2.5,1260,11877,"1",0,0,3,7,1260,0,1975,0,"98045",47.4442,-121.762,1430,9790 +"6817800510","20140605T000000",372500,3,1.5,1180,12324,"1",0,0,3,7,800,380,1981,0,"98074",47.6337,-122.032,1280,11371 +"7212680860","20150209T000000",297262,3,2.5,1730,8076,"2",0,0,3,8,1730,0,1994,0,"98003",47.2619,-122.308,1780,6930 +"3260000570","20150210T000000",735000,4,3,2250,7245,"1",0,0,4,7,1250,1000,1963,0,"98005",47.6045,-122.169,1960,7245 +"1139000400","20140826T000000",430000,3,1.5,1550,5034,"2",0,0,4,7,1550,0,1922,0,"98177",47.7072,-122.36,1820,7200 +"8649401000","20141022T000000",241000,2,1.75,1070,9750,"1.5",0,0,3,7,1070,0,1995,0,"98014",47.7131,-121.319,970,9750 +"6600400260","20140512T000000",201000,3,1,1460,9750,"1",0,0,4,7,1460,0,1969,0,"98042",47.3242,-122.144,1270,9750 +"1797500435","20150420T000000",570000,2,1,1060,4000,"1",0,0,4,7,1060,0,1910,0,"98115",47.6731,-122.315,1770,4000 +"2155000160","20140508T000000",538000,4,1.75,1840,9600,"1",0,0,3,7,1220,620,1967,0,"98052",47.6579,-122.125,1770,9720 +"9526600340","20150512T000000",729000,3,2.5,2440,4244,"2",0,0,3,8,2440,0,2011,0,"98052",47.7057,-122.112,2690,4556 +"2205500030","20150108T000000",331500,4,1.75,1700,14756,"1",0,0,3,7,850,850,1955,0,"98006",47.5762,-122.143,1680,10250 +"2123049114","20140519T000000",110700,2,1,680,8064,"1",0,0,3,6,680,0,1941,0,"98188",47.469,-122.298,1340,10800 +"8078050140","20141002T000000",245000,3,2,1700,8448,"1",0,0,3,7,1700,0,1996,0,"98022",47.2077,-122.011,1350,8587 +"7617500075","20140721T000000",427000,3,1.75,2000,7111,"1",0,0,4,7,1360,640,1956,0,"98177",47.7676,-122.373,1830,9000 +"0381000240","20140806T000000",650500,4,1.75,2340,5940,"1",0,0,3,8,1290,1050,1953,0,"98115",47.6789,-122.281,1930,5940 +"7568700260","20140814T000000",335900,2,1,1120,7440,"1",0,0,4,7,1120,0,1939,0,"98155",47.7405,-122.323,1170,7440 +"1370803925","20140903T000000",535000,2,2,1510,5133,"1.5",0,0,3,7,1510,0,1939,0,"98199",47.6415,-122.401,1470,6000 +"1250200786","20150122T000000",360000,5,2,2120,2400,"1",0,0,4,6,1080,1040,1906,0,"98144",47.5979,-122.297,1690,4400 +"7399300510","20150204T000000",294900,3,2.25,1500,8100,"1",0,0,3,7,1210,290,1968,0,"98055",47.4632,-122.19,1600,7896 +"5430300106","20150311T000000",460000,2,1,1030,5934,"1",0,0,4,7,1030,0,1928,0,"98115",47.6828,-122.287,1420,5588 +"2954400310","20140915T000000",1.769e+006,4,3.5,5440,38900,"2",0,0,3,12,5440,0,1990,0,"98053",47.6605,-122.069,4830,41313 +"9209900335","20140509T000000",463000,2,1,1150,4400,"1",0,0,4,7,1150,0,1905,0,"98112",47.6226,-122.292,1240,4400 +"1920079062","20141222T000000",332000,5,1.5,2420,43560,"1",0,2,3,8,1500,920,1962,0,"98022",47.208,-121.963,1620,17331 +"7227800055","20140909T000000",199500,4,2,1750,8116,"1",0,0,4,5,1750,0,1943,0,"98056",47.5097,-122.181,1440,7865 +"7227800055","20141124T000000",247000,4,2,1750,8116,"1",0,0,4,5,1750,0,1943,0,"98056",47.5097,-122.181,1440,7865 +"3296900160","20140609T000000",442500,4,2.5,2170,14024,"2",0,0,3,8,2170,0,1992,0,"98019",47.7346,-121.97,2240,14029 +"3421069053","20140619T000000",600000,3,2,2540,237402,"1",0,0,3,9,2540,0,2007,0,"98022",47.2688,-122.024,2200,229125 +"7202380340","20140903T000000",449000,3,2.5,1690,3827,"2",0,0,3,7,1690,0,2005,0,"98053",47.6768,-122.029,1690,3129 +"6716700240","20150306T000000",725000,4,1,1600,4500,"1.5",0,0,4,7,1600,0,1926,0,"98115",47.6804,-122.316,1720,4500 +"1431400070","20150205T000000",215000,3,1,1060,7900,"1",0,0,3,7,1060,0,1961,2001,"98058",47.4604,-122.18,1310,7900 +"9554200200","20141218T000000",582500,2,1.75,1990,6549,"1",0,0,3,7,1170,820,1948,0,"98115",47.7,-122.296,1640,7202 +"1310900140","20140624T000000",305000,4,2.25,2210,9371,"2",0,0,4,8,2210,0,1968,0,"98032",47.3634,-122.279,2300,11584 +"9454200030","20140923T000000",734000,4,2.75,3090,7650,"2",0,2,3,8,2340,750,1959,1989,"98042",47.3622,-122.157,2760,10370 +"1402810140","20140505T000000",300000,3,2,1050,10072,"1",0,0,3,7,1050,0,1986,0,"98019",47.7341,-121.976,1130,10087 +"1823069155","20140505T000000",525888,5,1.75,2550,71874,"1",0,0,5,7,1810,740,1960,0,"98027",47.4845,-122.08,2170,51400 +"2530800070","20140911T000000",711000,4,2.5,2095,4400,"1.5",0,0,5,8,1295,800,1910,0,"98116",47.5838,-122.39,1980,4400 +"4024100496","20140716T000000",360000,3,1.75,1520,12282,"1",0,0,3,8,1220,300,1978,0,"98155",47.7516,-122.299,1860,13500 +"5252000200","20141210T000000",357000,5,2.5,2750,12350,"2",0,0,3,8,2750,0,1987,0,"98031",47.419,-122.206,1650,9810 +"7331900270","20140930T000000",235000,3,1.75,1200,9266,"1",0,0,4,7,1200,0,1960,0,"98002",47.314,-122.208,1200,9266 +"1574700140","20140808T000000",550000,3,1.75,1830,9720,"1",0,1,3,7,1150,680,1928,1976,"98040",47.5511,-122.23,3380,10854 +"0162500030","20141205T000000",324000,3,1,1160,7202,"1",0,0,4,7,1160,0,1957,0,"98133",47.7675,-122.334,1620,8598 +"3705900292","20150428T000000",420000,3,2,1750,9239,"1",0,0,3,8,1410,340,1989,0,"98133",47.7583,-122.339,1720,7874 +"2141500070","20140619T000000",450000,4,2.5,2400,7693,"2",0,0,3,8,2400,0,2003,0,"98059",47.4881,-122.142,2400,8038 +"8562750060","20150420T000000",825000,5,3.5,4140,6770,"2",0,0,3,9,3030,1110,2004,0,"98027",47.5381,-122.069,3960,5431 +"7349620030","20140722T000000",272000,4,2.25,2115,6234,"2",0,0,3,7,2115,0,1998,0,"98002",47.285,-122.201,2440,6366 +"2523039315","20141022T000000",481000,3,2,2580,15653,"1.5",0,0,3,9,2580,0,1990,0,"98166",47.4561,-122.361,1920,9840 +"2877101821","20140805T000000",500000,3,1,1220,3400,"1",0,0,3,7,1060,160,1927,0,"98117",47.6775,-122.363,1350,3750 +"1176000390","20140612T000000",448000,2,1.5,1630,3780,"1",0,0,4,7,890,740,1940,0,"98107",47.6711,-122.403,1770,6400 +"8682262190","20150319T000000",480000,2,2,1350,4220,"1",0,0,3,8,1350,0,2004,0,"98053",47.718,-122.034,1350,4409 +"7202350060","20140908T000000",475000,3,2.5,1690,2890,"2",0,0,3,7,1690,0,2004,0,"98053",47.6802,-122.031,1690,2730 +"3630060070","20141021T000000",472500,2,2.25,1700,2383,"2",0,0,3,8,1700,0,2005,0,"98029",47.547,-121.997,1700,2700 +"2413300810","20140923T000000",291000,4,2.25,1890,7616,"1",0,0,4,8,1260,630,1979,0,"98003",47.3275,-122.329,1890,7420 +"6450304260","20140722T000000",294000,2,1,850,5250,"1",0,0,4,7,850,0,1950,0,"98133",47.731,-122.342,1440,5250 +"2025059204","20140730T000000",1.01305e+006,4,2.5,2480,12688,"1",0,0,4,9,1820,660,1967,0,"98004",47.6344,-122.205,2910,11979 +"7202290240","20141017T000000",442500,3,2.5,1690,3129,"2",0,0,3,7,1690,0,2002,0,"98053",47.6875,-122.043,1690,3129 +"1788700070","20140627T000000",170000,2,1,810,8424,"1",0,0,4,6,810,0,1959,0,"98023",47.3286,-122.346,820,8424 +"8085400055","20150428T000000",1.5825e+006,4,2.5,3980,16304,"1",0,1,3,10,2480,1500,1968,0,"98004",47.639,-122.21,3980,16304 +"5700002025","20150218T000000",665000,3,2.25,2580,6000,"2",0,0,3,8,1780,800,1925,0,"98144",47.5778,-122.289,2300,5995 +"0853600310","20140828T000000",1.61e+006,5,4.5,6085,142725,"3",0,0,3,11,6085,0,2000,0,"98014",47.6085,-121.952,4830,128457 +"5332200320","20140714T000000",675000,2,1.75,2140,5000,"1",0,0,3,7,1000,1140,1930,1991,"98112",47.6284,-122.291,2250,4000 +"2130701535","20150204T000000",279900,2,1.75,1360,10000,"1",0,0,3,6,1360,0,1957,1989,"98019",47.7421,-121.982,1430,10000 +"0510002010","20140630T000000",875000,4,1.5,1800,3245,"1.5",0,0,4,8,1800,0,1929,0,"98103",47.6605,-122.331,1800,4275 +"3630110510","20140804T000000",571000,3,2.5,1920,3867,"2",0,0,3,8,1920,0,2005,0,"98029",47.5538,-121.994,2190,3841 +"6300000400","20140617T000000",320000,3,1,860,5060,"1.5",0,0,3,7,860,0,1927,0,"98133",47.7062,-122.341,880,5060 +"1560920200","20140826T000000",525000,3,2.5,2340,35021,"1",0,0,3,9,2340,0,1986,0,"98038",47.3988,-122.028,2630,35190 +"1652500060","20140711T000000",1.65e+006,8,2.75,4040,20666,"1",0,0,4,9,2020,2020,1962,0,"98004",47.634,-122.221,3670,20500 +"9368700270","20150401T000000",137900,3,1.75,1160,5082,"1",0,0,3,6,580,580,1942,0,"98178",47.503,-122.262,1730,6000 +"2223089053","20140603T000000",440000,3,2.25,1680,57063,"2",0,0,4,8,1680,0,1989,0,"98045",47.4669,-121.765,1910,57063 +"9828201920","20150304T000000",360000,3,1,1280,3870,"1",0,0,3,7,640,640,1945,0,"98122",47.6163,-122.294,1280,4800 +"7334401040","20150205T000000",271000,4,1.5,1800,9576,"1",0,0,4,7,1800,0,1977,0,"98045",47.4664,-121.747,1370,9576 +"5152700060","20140528T000000",465000,6,3.25,4250,23326,"1",0,3,3,10,2150,2100,1967,0,"98003",47.34,-122.327,3370,15983 +"1460900030","20140926T000000",280000,4,2.5,2400,4596,"2",0,0,3,8,2400,0,2004,0,"98001",47.3358,-122.265,2230,4763 +"3626039250","20150428T000000",283000,2,1,940,6350,"1",0,0,4,5,940,0,1942,0,"98103",47.698,-122.357,1490,6350 +"7199360320","20150213T000000",411500,3,1,1110,7208,"1",0,0,3,7,1110,0,1980,0,"98052",47.6979,-122.124,1440,7210 +"8731901610","20140917T000000",282000,3,2.25,2420,7548,"1",0,0,4,8,1370,1050,1967,0,"98023",47.3112,-122.376,2150,8000 +"6821102317","20141209T000000",535000,3,2.5,1850,1499,"2.5",0,0,3,9,1790,60,2005,0,"98199",47.6475,-122.396,1770,1539 +"3271300955","20140703T000000",554729,4,2.5,2020,4350,"2",0,0,5,9,1730,290,1943,0,"98199",47.6503,-122.41,1620,5800 +"3271300955","20150224T000000",868000,4,2.5,2020,4350,"2",0,0,5,9,1730,290,1943,0,"98199",47.6503,-122.41,1620,5800 +"2623089135","20140616T000000",427000,3,2.5,1830,65340,"1",0,0,3,8,1520,310,1991,0,"98045",47.4553,-121.75,2100,84942 +"2044500152","20141117T000000",455000,4,1.75,1920,6000,"1",0,0,4,7,960,960,1954,0,"98125",47.7137,-122.315,1850,7200 +"1725059187","20141029T000000",595000,2,1.75,1280,8500,"1",0,0,3,7,1280,0,1953,2010,"98033",47.6553,-122.19,1950,10356 +"6699930260","20150320T000000",400000,4,2.5,3130,5240,"2",0,0,3,8,3130,0,2004,0,"98038",47.3446,-122.042,2470,5240 +"3295610200","20140625T000000",770000,4,2.5,3920,12415,"2",0,0,3,10,3920,0,1997,0,"98075",47.5658,-122.032,3639,12805 +"1186000125","20140509T000000",742500,4,2.75,3100,3773,"2",0,0,3,8,2000,1100,1919,1996,"98122",47.6158,-122.291,2130,3777 +"6065300570","20140624T000000",1.25e+006,4,2.5,3220,15600,"1",0,0,5,9,1680,1540,1973,0,"98006",47.5697,-122.182,2990,15600 +"8039900400","20140812T000000",375000,3,2,1670,13775,"1",0,0,3,8,1670,0,1968,0,"98045",47.4873,-121.783,2130,14500 +"1925059200","20150407T000000",1.5576e+006,4,2.5,2700,17853,"2",0,0,4,9,2700,0,1960,0,"98004",47.6463,-122.219,3790,16672 +"5729000070","20150128T000000",545000,4,2,5461,22880,"1",0,0,4,9,3265,2196,1964,0,"98032",47.3557,-122.29,1940,10995 +"0098000960","20140513T000000",1.05e+006,4,3.25,4400,16625,"2",0,0,3,11,4400,0,2003,0,"98075",47.5868,-121.968,4440,15523 +"1330300451","20141217T000000",1.565e+006,3,1.75,2190,8500,"1",0,0,4,9,2190,0,1957,0,"98112",47.64,-122.285,2850,8868 +"4312700340","20150318T000000",178000,4,1.5,1200,11163,"1.5",0,0,4,6,1200,0,1970,0,"98092",47.3024,-122.106,1200,11163 +"3797700030","20141009T000000",262500,3,1.75,1470,10390,"1",0,0,3,7,1470,0,1989,0,"98031",47.4192,-122.201,1770,7507 +"0452001890","20150415T000000",730000,3,1.75,1650,5000,"1.5",0,0,4,8,1650,0,1900,0,"98107",47.6743,-122.371,1630,5000 +"2927600105","20140703T000000",395000,5,1.75,1840,10453,"1",0,2,3,8,1360,480,1948,0,"98166",47.4508,-122.368,2250,11250 +"3298300140","20141024T000000",355000,3,1,1210,6650,"1",0,0,3,6,1210,0,1959,0,"98008",47.6214,-122.12,990,7590 +"1321700390","20140908T000000",299990,3,2.5,1870,8541,"2",0,0,3,8,1870,0,1989,0,"98023",47.2925,-122.346,2150,7789 +"1222069129","20150327T000000",1.125e+006,4,3.25,3890,422096,"1.5",0,0,3,9,3150,740,2001,0,"98038",47.4125,-121.982,2180,229996 +"1081800070","20141118T000000",425000,4,2.25,2660,11200,"2",0,0,4,8,2660,0,1972,0,"98059",47.4722,-122.131,2090,11120 +"6414100732","20150107T000000",349000,2,1,1150,7552,"1",0,0,3,7,1150,0,1951,0,"98125",47.7215,-122.323,1150,7346 +"0513000445","20141111T000000",554950,4,1.75,1740,4816,"1",0,0,5,7,870,870,1942,0,"98116",47.5758,-122.382,1210,5074 +"6888900060","20141116T000000",326000,6,3,2580,8064,"1.5",0,0,3,7,1880,700,1913,0,"98118",47.5549,-122.287,1510,6084 +"7309100270","20140626T000000",580000,4,1.75,1720,6975,"1",0,0,3,8,1420,300,1975,0,"98052",47.6506,-122.121,2210,7875 +"2162000260","20140827T000000",699000,3,2.5,2740,18455,"2",0,1,4,10,1510,1230,1977,0,"98040",47.5585,-122.215,2840,16438 +"7732000045","20141125T000000",757000,3,2.75,2610,11290,"1",0,0,3,7,1630,980,1985,0,"98033",47.6632,-122.201,2570,9125 +"3764800510","20140723T000000",335000,3,1.75,1400,7920,"1",0,0,3,7,1400,0,1965,0,"98034",47.7312,-122.202,1310,7876 +"2481600030","20140701T000000",660000,3,2,2570,28500,"1",0,0,3,9,1970,600,1983,0,"98052",47.7318,-122.138,3070,32400 +"5126310060","20150417T000000",540000,4,2.75,2830,7334,"2",0,0,3,8,2830,0,2005,0,"98059",47.4868,-122.141,2830,7378 +"1310700390","20141010T000000",320000,5,2.25,2630,8625,"2",0,0,3,8,2630,0,1966,0,"98032",47.3619,-122.287,1880,8670 +"6402710070","20150421T000000",280000,3,2.5,1580,7918,"2",0,0,3,7,1580,0,1994,0,"98055",47.4431,-122.19,1650,7916 +"5702450260","20140723T000000",324000,3,2,1540,10931,"1",0,3,3,7,1540,0,1989,0,"98045",47.495,-121.776,1570,10485 +"3243200310","20140520T000000",300000,3,1,2120,7735,"1",0,0,4,7,1060,1060,1967,0,"98059",47.4869,-122.123,1010,8570 +"2131200885","20140828T000000",360000,3,1.75,1830,10000,"2",0,0,4,7,1830,0,1913,1964,"98019",47.741,-121.979,1480,10000 +"8651480550","20140623T000000",600000,3,2.5,2260,10153,"2",0,0,3,10,2260,0,1987,0,"98074",47.641,-122.068,2740,10153 +"3024059036","20140530T000000",950000,4,1.75,2500,92347,"1",0,0,4,8,1500,1000,1970,0,"98040",47.5345,-122.216,3750,20267 +"6382500079","20140709T000000",599950,3,3.25,1830,1804,"3",0,0,3,8,1830,0,2014,0,"98117",47.6945,-122.377,1830,1804 +"4363700200","20150325T000000",190000,4,1,1190,7920,"1",0,0,3,6,890,300,1951,0,"98126",47.5305,-122.371,1140,7920 +"3876310860","20150330T000000",350000,4,1.75,2310,9002,"1",0,0,3,7,1780,530,1970,0,"98034",47.731,-122.166,2090,8814 +"2391602650","20150410T000000",522000,3,1,1230,4600,"1.5",0,0,3,7,1230,0,1929,0,"98116",47.5616,-122.392,1230,4600 +"2597530070","20150318T000000",850000,3,2.5,2940,10809,"2",0,0,3,10,2940,0,1992,0,"98006",47.5418,-122.136,3090,10348 +"1314300046","20140630T000000",308000,3,1,1010,8800,"1",0,0,4,7,1010,0,1954,0,"98118",47.5483,-122.278,1400,4095 +"3693900885","20141202T000000",1.02e+006,6,2.25,2550,5000,"2",0,0,4,7,2550,0,1907,0,"98117",47.6785,-122.396,1480,5000 +"6046400465","20141028T000000",397500,3,1,1480,5100,"1.5",0,0,3,7,1480,0,1938,1959,"98103",47.6915,-122.348,1300,5100 +"4388000070","20150127T000000",186000,3,1.75,1460,7967,"1",0,0,3,7,1040,420,1977,0,"98023",47.3199,-122.374,1460,6835 +"8854000370","20140620T000000",436500,5,3,3110,12429,"1",0,0,3,8,1790,1320,1977,0,"98011",47.7463,-122.213,3050,11902 +"4459800075","20140603T000000",710000,3,2,2140,4923,"1",0,0,4,8,1070,1070,1928,0,"98103",47.6902,-122.339,1470,4923 +"7153200160","20150114T000000",1.3786e+006,5,3.25,3450,6360,"2",0,0,5,9,1860,1590,1905,0,"98122",47.6133,-122.287,2310,5000 +"7752400075","20150428T000000",450000,3,2.25,1960,10682,"1",0,0,3,7,1960,0,1957,0,"98008",47.6319,-122.124,1540,10682 +"7604410030","20150121T000000",375000,4,2.75,1890,5240,"1",0,0,3,7,980,910,1981,0,"98106",47.5528,-122.356,1600,5240 +"2144800311","20141113T000000",315000,2,1,2080,14659,"1",0,0,3,7,1040,1040,1960,0,"98178",47.4858,-122.231,1920,15208 +"1705400550","20150213T000000",467500,3,1,1700,4165,"1.5",0,0,3,7,1700,0,1918,0,"98118",47.5569,-122.277,1400,4165 +"9485700136","20150227T000000",330000,3,1,1140,7316,"1",0,0,3,6,1140,0,1959,0,"98106",47.527,-122.362,1140,7440 +"1822039225","20140725T000000",665000,3,2.5,3136,54450,"1.5",0,0,5,8,3136,0,1910,0,"98070",47.3999,-122.472,2300,54450 +"2625059301","20150324T000000",760000,4,3.25,2590,3889,"3",0,0,3,9,2590,0,2013,0,"98007",47.6259,-122.142,2590,4062 +"7625702440","20141230T000000",469000,3,1.75,1480,800,"2",0,0,3,8,1000,480,2014,0,"98136",47.5493,-122.387,1480,1143 +"9126100487","20140813T000000",408000,3,3,1500,1473,"2",0,0,3,8,1120,380,2000,0,"98122",47.6063,-122.305,1720,1976 +"7922900030","20141003T000000",851000,3,2.75,2660,10350,"1",0,4,4,8,1330,1330,1971,0,"98008",47.5868,-122.116,2820,10043 +"8682292180","20140725T000000",410000,2,2,1350,3926,"1",0,0,3,8,1350,0,2007,0,"98053",47.7192,-122.024,1440,3926 +"6730700260","20150313T000000",235000,2,1,860,10500,"1",0,0,3,6,860,0,1943,0,"98024",47.5662,-121.886,950,10500 +"7225000045","20140828T000000",207100,2,1,1000,4500,"1",0,0,3,6,1000,0,1916,0,"98055",47.4896,-122.204,980,4837 +"4140500055","20140626T000000",560000,4,2.5,2480,16360,"1",0,0,5,7,1510,970,1959,0,"98028",47.7638,-122.265,1770,15205 +"2592210370","20141031T000000",903000,3,2.75,3860,12786,"2",0,0,4,10,3860,0,1984,0,"98006",47.549,-122.141,2820,14636 +"1337800830","20150107T000000",998500,3,1.75,2140,4800,"2",0,0,3,8,1690,450,1905,0,"98112",47.6311,-122.312,2440,4800 +"1951500055","20140730T000000",268500,4,1.75,1820,13600,"1.5",0,0,3,7,1120,700,1959,0,"98032",47.3743,-122.295,1810,11970 +"1136100045","20141015T000000",494950,2,1.75,2220,33000,"1",0,0,4,8,2220,0,1970,0,"98072",47.7403,-122.129,2220,33000 +"3860400060","20140801T000000",1.13e+006,4,2.5,2660,11200,"2",0,0,3,9,2660,0,1999,0,"98004",47.5894,-122.197,3290,11275 +"1657000070","20141118T000000",250000,3,2,1470,12096,"1",0,0,4,6,1470,0,1942,0,"98030",47.3734,-122.193,1470,10966 +"1423069129","20150320T000000",449000,4,1.75,2350,54450,"1",0,0,4,7,1250,1100,1971,0,"98027",47.4816,-122.005,2180,50529 +"1118001631","20150112T000000",1.225e+006,3,2.25,2980,7700,"1",0,0,3,9,2530,450,1964,0,"98112",47.6336,-122.29,3020,8234 +"7399200240","20150317T000000",325000,4,2,1870,7700,"1",0,0,3,8,1870,0,1966,0,"98055",47.4619,-122.196,2270,8580 +"4037000160","20140615T000000",506000,5,3,2430,8000,"1",0,0,4,7,1370,1060,1957,0,"98008",47.603,-122.12,1770,8000 +"8562740370","20150325T000000",751000,4,2.5,2790,6538,"2",0,0,3,9,2790,0,2003,0,"98027",47.5349,-122.066,2990,6538 +"9407001620","20140812T000000",280000,3,2.5,1370,22326,"2",0,0,3,7,1370,0,1993,0,"98045",47.4469,-121.775,1580,10920 +"2481620310","20140514T000000",1.12e+006,4,2.25,4470,60373,"2",0,0,3,11,4470,0,1988,0,"98072",47.7289,-122.127,3210,40450 +"7511200350","20140919T000000",580000,3,1.75,2040,81021,"1",0,0,3,8,2040,0,1980,0,"98053",47.6536,-122.045,2260,39280 +"4039100350","20150423T000000",665000,4,2.25,2340,5300,"1",0,0,5,8,1700,640,1963,0,"98008",47.6202,-122.112,1890,8250 +"0808300270","20140527T000000",450000,4,2.5,2520,8515,"2",0,0,3,7,2520,0,1999,0,"98019",47.7233,-121.959,2130,6930 +"3023059012","20140910T000000",389900,4,1,1710,117176,"1.5",0,0,4,6,1710,0,1942,0,"98055",47.4497,-122.212,1940,12223 +"4039300810","20141117T000000",427000,3,1,1200,5252,"1",0,0,3,7,1200,0,1962,0,"98007",47.6075,-122.134,1800,7920 +"8849300320","20150416T000000",265000,3,1.75,1330,12618,"1",0,3,3,7,1330,0,1983,0,"98188",47.4403,-122.271,1870,8429 +"0272000320","20141105T000000",398000,3,1.5,1310,2996,"2",0,0,3,7,1310,0,1998,0,"98144",47.5879,-122.299,1310,2997 +"1180002470","20141104T000000",354000,6,3.5,3020,4500,"2",0,0,3,7,3020,0,1941,1992,"98178",47.498,-122.225,900,6000 +"1330290160","20150413T000000",339950,4,2.5,2260,6086,"2",0,0,3,8,2260,0,1999,0,"98030",47.3642,-122.174,2260,6218 +"6392000570","20141112T000000",399000,2,1,790,4000,"1",0,0,3,6,790,0,1948,0,"98115",47.6844,-122.289,990,5000 +"8835200160","20141010T000000",325000,2,2,970,5000,"1",0,0,3,7,970,0,1983,0,"98034",47.7223,-122.16,1540,5000 +"0868000575","20140819T000000",998800,3,2,2250,8000,"1",0,2,4,9,2250,0,1955,0,"98177",47.7077,-122.378,2880,10960 +"0597000550","20140919T000000",350000,4,2.5,1530,2248,"1.5",0,0,3,7,1530,0,1914,0,"98144",47.5766,-122.309,1340,3700 +"6669000070","20140805T000000",1e+006,4,1.75,1780,11436,"1",0,0,5,9,1780,0,1967,0,"98004",47.6273,-122.194,2100,12052 +"7202340860","20150318T000000",561000,3,2.5,2120,5277,"2",0,0,3,7,2120,0,2005,0,"98053",47.6811,-122.034,2370,5257 +"6141100320","20140707T000000",245000,2,1,1500,6685,"1",0,0,3,7,1190,310,1926,0,"98133",47.7186,-122.354,1420,6561 +"6141100320","20150213T000000",570000,2,1,1500,6685,"1",0,0,3,7,1190,310,1926,0,"98133",47.7186,-122.354,1420,6561 +"6815100370","20141030T000000",845000,4,3,2390,4000,"1.5",0,0,5,8,1460,930,1931,0,"98103",47.6857,-122.331,1670,4000 +"5636010560","20140929T000000",314500,4,2.5,2390,9600,"2",0,0,3,7,2390,0,1996,0,"98010",47.3289,-122.001,1900,9603 +"2592200030","20140618T000000",650000,3,1.75,2920,9370,"1",0,0,4,8,1620,1300,1981,0,"98006",47.5491,-122.151,2890,9609 +"1823059159","20150506T000000",298000,2,1,850,5000,"1",0,0,3,5,850,0,1907,0,"98055",47.4874,-122.207,910,4815 +"2254501620","20150409T000000",500000,2,1,930,3200,"1",0,0,3,7,930,0,1904,0,"98122",47.609,-122.314,1690,3840 +"9275700765","20140610T000000",870000,4,2.5,3340,12248,"2",0,1,3,9,2470,870,1998,0,"98126",47.5858,-122.379,2110,5679 +"7454000875","20150406T000000",299000,2,1,710,6732,"1",0,0,5,6,710,0,1942,0,"98126",47.5151,-122.372,710,6720 +"7434500127","20140812T000000",527000,3,2.25,2240,6450,"1",0,0,3,7,1440,800,1979,0,"98125",47.7034,-122.315,1390,6450 +"0646500070","20141106T000000",420000,3,1,1060,7638,"1",0,0,5,7,1060,0,1966,0,"98007",47.5941,-122.142,1470,8097 +"9432900560","20150212T000000",290000,3,2.5,2360,8764,"2",0,0,3,8,2360,0,1991,0,"98022",47.2114,-122.009,2360,8746 +"5154700060","20141015T000000",1.662e+006,4,2.75,3520,19200,"1",1,4,4,9,1950,1570,1951,0,"98136",47.525,-122.393,2450,7000 +"3395300260","20140815T000000",499990,3,1.75,1730,9334,"1",0,0,3,8,1220,510,1977,0,"98052",47.6478,-122.113,2020,10000 +"2113700510","20141027T000000",315000,3,1.75,1170,4000,"1",0,0,3,6,720,450,1943,2013,"98106",47.5306,-122.354,1130,4000 +"4053200566","20141020T000000",425000,4,2.25,3680,26266,"2",0,0,4,9,3680,0,1981,0,"98042",47.3219,-122.085,2340,19939 +"7214720400","20150217T000000",630000,3,2.5,2900,46609,"2",0,0,3,9,2900,0,1987,0,"98077",47.7731,-122.086,2570,42188 +"3211210200","20141118T000000",365000,3,1.75,1290,7205,"1.5",0,0,3,7,1290,0,1971,0,"98034",47.7329,-122.237,1340,7214 +"7010700810","20141106T000000",774000,4,2.75,2010,7000,"2",0,0,5,8,2010,0,1901,0,"98199",47.6607,-122.396,1420,4400 +"3971700390","20150406T000000",368888,3,1.5,1490,12186,"1",0,0,4,7,1490,0,1950,0,"98155",47.7739,-122.322,1180,14285 +"9406550060","20141002T000000",339500,4,2.5,1930,7862,"2",0,0,3,7,1930,0,1994,0,"98038",47.3644,-122.04,1640,9145 +"0414100045","20140923T000000",344950,4,1.75,2240,7500,"1",0,0,4,7,1120,1120,1956,0,"98133",47.7466,-122.34,1440,7500 +"4276400030","20141112T000000",450000,3,2,2320,17688,"1",0,0,3,8,2320,0,1952,1994,"98166",47.4519,-122.363,1610,14482 +"9433000060","20141118T000000",814950,4,2.75,2990,6626,"2",0,0,3,9,2990,0,2014,0,"98052",47.7107,-122.11,2910,5533 +"7885800160","20140905T000000",299900,4,2.5,2200,5730,"2",0,0,3,8,2200,0,2003,0,"98042",47.3482,-122.153,2200,5772 +"2473101070","20150227T000000",315000,3,2,1500,7828,"1",0,0,4,7,1500,0,1967,0,"98058",47.4484,-122.158,1500,7700 +"3701000060","20141216T000000",880000,3,1.75,3860,9000,"1",0,2,3,9,1930,1930,1970,0,"98155",47.7431,-122.29,2960,9000 +"8651441290","20141229T000000",195000,3,1.5,1430,5200,"1",0,0,4,7,1030,400,1977,0,"98042",47.3644,-122.094,1190,5200 +"0255400060","20141208T000000",910000,5,2.75,3750,8279,"2",0,0,3,9,3750,0,2001,0,"98074",47.6039,-122.06,3450,8279 +"8567450140","20140827T000000",540000,5,2.5,3100,10189,"2",0,0,3,8,3100,0,2002,0,"98019",47.738,-121.965,2840,10189 +"2517000140","20140516T000000",306000,3,2.5,1870,5874,"2",0,0,3,7,1870,0,2005,0,"98042",47.3992,-122.163,2090,4060 +"1938400520","20141016T000000",272000,4,2.25,2040,7600,"1",0,0,4,8,1580,460,1978,0,"98023",47.3169,-122.365,2130,7200 +"3179100055","20141209T000000",1.295e+006,5,3.5,3700,8504,"2",0,0,3,8,2750,950,1950,2014,"98105",47.669,-122.275,2370,6246 +"1924069105","20141017T000000",450000,3,1.75,3150,9258,"1",0,1,3,8,2370,780,1970,0,"98027",47.5571,-122.08,2740,10274 +"0704450070","20140707T000000",450000,3,2.5,1990,12793,"2",0,0,3,8,1990,0,1993,0,"98028",47.7347,-122.226,2290,9035 +"2881700046","20140610T000000",310000,4,1,1740,11075,"1.5",0,0,3,7,1740,0,1965,0,"98133",47.7458,-122.334,1580,7684 +"8955800045","20150512T000000",530000,2,2.25,2080,11285,"1",0,0,4,8,1180,900,1954,0,"98042",47.3628,-122.147,2590,13048 +"3816300105","20150112T000000",435000,4,2.5,2060,10125,"2",0,0,4,7,1560,500,1979,0,"98028",47.764,-122.262,1760,9876 +"6649900030","20150505T000000",485000,3,2,1590,11222,"1",0,0,4,7,1590,0,1948,0,"98177",47.7762,-122.367,2160,16300 +"1912100885","20140702T000000",690000,3,1.5,1760,4000,"2",0,0,3,8,1760,0,1922,0,"98102",47.6401,-122.32,1760,4000 +"9542840570","20150401T000000",305000,4,2.5,1620,4000,"2",0,0,3,7,1620,0,2008,0,"98038",47.3661,-122.02,1580,3780 +"2473381070","20141105T000000",300000,3,1.75,1210,7000,"1",0,0,3,7,1210,0,1975,0,"98058",47.4572,-122.169,1670,7000 +"7137950350","20150122T000000",289950,4,3,2040,5050,"1",0,0,3,8,1490,550,1993,0,"98092",47.3266,-122.175,2020,6118 +"1088800060","20141105T000000",575000,3,2.5,2270,9600,"2",0,0,3,9,2270,0,1990,0,"98011",47.7388,-122.206,2580,9617 +"4054530260","20140627T000000",1.82e+006,4,4.5,6640,53330,"2",0,0,3,12,6640,0,1993,0,"98077",47.7283,-122.046,4620,68625 +"0248000240","20140715T000000",219000,3,1.5,1060,9600,"1",0,0,4,7,1060,0,1962,0,"98023",47.3229,-122.348,1440,9600 +"3995700435","20140702T000000",265000,4,3,1940,8170,"1",0,0,4,7,1940,0,1948,0,"98155",47.7381,-122.302,1310,8169 +"9287800135","20140714T000000",1.105e+006,5,3.25,3070,5000,"2",0,0,3,9,2050,1020,2006,0,"98103",47.6742,-122.356,2070,5000 +"4337000070","20150309T000000",200000,3,1,930,7590,"1",0,0,3,6,820,110,1943,0,"98166",47.4802,-122.335,1220,7590 +"8859000045","20150424T000000",545000,4,2.75,2180,8480,"1",0,3,4,7,1210,970,1959,0,"98146",47.4961,-122.366,2240,8497 +"8856920550","20150319T000000",378000,3,2.5,2130,8404,"2",0,0,3,8,2130,0,1991,0,"98058",47.4623,-122.13,2130,8404 +"5705500075","20150326T000000",388000,2,1.75,800,4800,"1",0,0,4,6,800,0,1922,0,"98136",47.5559,-122.396,1090,5000 +"6163901433","20141126T000000",425000,4,2.25,2200,8384,"1",0,0,3,7,1250,950,1959,0,"98155",47.753,-122.317,1750,8384 +"0475000004","20140707T000000",536000,2,1.5,1130,746,"2",0,0,3,8,1030,100,2009,0,"98107",47.6684,-122.363,1520,1519 +"7936500172","20140528T000000",1.175e+006,3,2.5,1970,23180,"1",1,4,3,8,1100,870,1937,1998,"98136",47.5495,-122.398,3030,34689 +"2770604080","20150324T000000",629950,3,2.5,1680,1620,"2",0,0,3,9,1120,560,2014,0,"98119",47.6425,-122.374,1610,1618 +"5101408599","20140611T000000",465000,4,1.75,1470,5350,"1",0,0,3,7,980,490,1955,0,"98125",47.7048,-122.315,1970,6138 +"1226059105","20140827T000000",545000,4,2.25,2390,40510,"1",0,0,4,8,2390,0,1969,0,"98072",47.7566,-122.113,3200,36989 +"3211700045","20150128T000000",592000,4,2.5,2300,11165,"2",0,0,4,8,2300,0,1979,0,"98008",47.5794,-122.118,2170,11165 +"8567300270","20140818T000000",446000,4,2,2280,43692,"1",0,0,3,7,1140,1140,1957,1984,"98038",47.4067,-122.03,2580,37938 +"6021503655","20140716T000000",375000,3,2.5,1330,816,"3",0,0,3,8,1330,0,2004,0,"98117",47.6836,-122.387,1330,1113 +"7202331160","20140616T000000",632500,5,2.5,2640,7096,"2",0,0,3,7,2640,0,2003,0,"98053",47.6827,-122.038,2640,4850 +"2763710060","20140808T000000",459950,4,1.75,2430,9747,"1",0,0,3,8,1780,650,1974,0,"98155",47.7687,-122.276,2340,10296 +"3211270160","20140612T000000",485000,4,2.5,2470,35073,"2",0,0,3,9,2470,0,1989,0,"98092",47.3064,-122.108,2990,35259 +"3365900106","20150115T000000",255000,3,1,1440,11330,"1",0,0,3,7,1440,0,1965,0,"98168",47.4742,-122.265,1580,10100 +"1761300340","20140610T000000",251750,3,2,1320,7200,"1",0,0,5,7,1320,0,1975,0,"98031",47.3947,-122.174,1540,7200 +"2909300240","20150501T000000",725000,3,2.5,2810,6300,"2",0,0,3,8,2810,0,2001,0,"98074",47.6077,-122.02,2860,6630 +"0476000324","20141016T000000",460000,3,3.25,1370,1194,"3",0,0,3,8,1370,0,2005,0,"98107",47.6704,-122.391,1320,1217 +"2141200030","20140828T000000",625000,3,2.5,2000,6341,"1",0,0,5,8,1040,960,1981,0,"98116",47.5639,-122.401,2030,6341 +"9557300560","20140508T000000",530000,3,1.75,1980,6760,"1",0,0,4,8,1980,0,1973,0,"98008",47.6398,-122.113,2120,7280 +"2612000200","20150427T000000",394950,3,2.5,2050,8172,"2",0,0,3,8,2050,0,2002,0,"98168",47.4808,-122.28,2140,5664 +"6002400030","20140814T000000",324950,4,1.75,2320,9240,"1",0,0,3,7,1160,1160,1959,2014,"98178",47.4909,-122.257,2130,7320 +"6064800060","20150506T000000",330000,3,2.25,1960,1985,"2",0,0,3,7,1750,210,2003,0,"98118",47.5417,-122.289,1760,1985 +"8091410390","20150217T000000",220000,4,1.75,1910,8171,"1",0,0,3,7,1910,0,1986,0,"98030",47.35,-122.168,1910,7542 +"1786830060","20140707T000000",685000,3,3.25,2030,11070,"2",0,0,4,8,2030,0,1980,0,"98052",47.6478,-122.117,2450,11070 +"7277100055","20150224T000000",500000,3,2.25,2210,7680,"1",0,2,3,8,1730,480,1972,0,"98177",47.7729,-122.389,2390,7680 +"3392500060","20140904T000000",368000,4,2.75,2610,9426,"1",0,0,3,7,1360,1250,1965,0,"98188",47.4435,-122.279,1600,9426 +"3897100640","20141103T000000",825000,3,2.25,2520,7975,"2",0,0,4,9,1550,970,1990,0,"98033",47.6704,-122.183,2520,9900 +"7942602080","20140616T000000",660000,6,1.75,1840,2774,"1",0,0,3,7,1060,780,1900,0,"98122",47.6041,-122.31,1680,4292 +"2787311480","20140929T000000",253000,3,1.75,1570,7416,"1",0,0,4,7,1570,0,1971,0,"98031",47.4117,-122.174,1900,7416 +"5467200055","20150307T000000",392500,4,2.75,2400,19923,"1",0,0,5,7,1320,1080,1953,0,"98042",47.3616,-122.144,2470,10736 +"7277100510","20150214T000000",605000,3,1.75,1930,5400,"2",0,2,3,9,1930,0,1978,0,"98177",47.77,-122.391,2100,6840 +"2525300200","20140515T000000",215000,3,1,1160,10384,"1",0,0,4,6,1160,0,1969,0,"98038",47.3634,-122.027,1200,9880 +"7732500270","20140925T000000",650000,4,2.5,2820,15000,"2",0,0,4,9,2820,0,1985,0,"98052",47.7255,-122.101,2440,15000 +"5700001920","20150219T000000",877500,4,2,3060,8000,"2",0,0,4,8,2040,1020,1922,0,"98144",47.5795,-122.29,2730,5800 +"5560000640","20140619T000000",232500,3,1,1320,8450,"1",0,0,3,6,880,440,1961,0,"98023",47.3278,-122.337,1320,8450 +"2781250560","20141202T000000",234000,2,2,1200,3624,"2",0,0,3,6,1200,0,2003,0,"98038",47.349,-122.025,1360,2693 +"1122059037","20150413T000000",380000,3,1.75,1560,104108,"1",0,0,3,7,1250,310,1970,0,"98042",47.4016,-122.131,2000,110957 +"5515600163","20140916T000000",420000,5,2.25,3070,64033,"1",0,0,3,9,2730,340,1983,0,"98001",47.3238,-122.292,1560,28260 +"8807300570","20141229T000000",399950,3,1,1040,9600,"1",0,0,3,7,1040,0,1978,0,"98053",47.6738,-122.063,1370,10889 +"9412700550","20140521T000000",256750,3,2.5,1990,8991,"1",0,0,3,7,1570,420,1969,0,"98042",47.3939,-122.164,1920,8991 +"9202600060","20140602T000000",535000,3,2.5,1690,9626,"2",0,0,3,8,1690,0,1984,0,"98027",47.5647,-122.092,1860,8958 +"8857320030","20141107T000000",515000,3,2,1810,2738,"2",0,0,4,9,1810,0,1979,0,"98008",47.6112,-122.115,1760,2754 +"0685000160","20150212T000000",770000,4,1.75,2520,8442,"1",0,0,4,7,1640,880,1953,0,"98004",47.6317,-122.205,2110,8442 +"8001100030","20150102T000000",256000,3,2.5,1570,5113,"1",0,0,3,7,1090,480,1996,0,"98001",47.3327,-122.29,1570,5150 +"9144100126","20140821T000000",489900,3,1,1680,8910,"1",0,0,4,7,1680,0,1940,0,"98117",47.7011,-122.375,1620,7182 +"7149410060","20140820T000000",165000,3,1.5,1250,7200,"1",0,0,4,7,1250,0,1978,0,"98032",47.3678,-122.282,1250,7560 +"3388000640","20150318T000000",220000,3,1.5,1280,7742,"1",0,0,4,7,1280,0,1962,0,"98031",47.3947,-122.197,1450,8316 +"1321700030","20140624T000000",575000,4,2.5,4620,20793,"2",0,0,4,11,4620,0,1991,0,"98023",47.2929,-122.342,3640,20793 +"6662400105","20141030T000000",375000,3,2.5,1580,5725,"2",0,0,3,7,1580,0,2004,0,"98072",47.7611,-122.161,1510,5725 +"3971700903","20150122T000000",422250,3,1.75,1650,7145,"2",0,0,5,8,1300,350,1977,0,"98155",47.7733,-122.324,1760,7206 +"6804600260","20140603T000000",420000,3,1.75,1660,9600,"1",0,0,3,8,1380,280,1981,0,"98011",47.7601,-122.167,2030,9500 +"8078460520","20140923T000000",608000,4,2.5,2410,7140,"2",0,0,3,8,2410,0,1993,0,"98074",47.6329,-122.021,2350,7140 +"2436700800","20140516T000000",620000,3,2.25,1720,4000,"1.5",0,0,4,7,1450,270,1921,0,"98105",47.6683,-122.286,1410,4000 +"2592210510","20150217T000000",850000,3,2.5,3120,12406,"2",0,2,3,9,1940,1180,1983,0,"98006",47.5507,-122.141,3240,13141 +"9414610320","20150116T000000",463000,4,2.5,2680,9928,"1",0,0,4,8,1340,1340,1974,0,"98027",47.5219,-122.052,2180,10478 +"7567600030","20150127T000000",750000,5,1.75,2640,13290,"1",1,4,4,8,1400,1240,1954,0,"98178",47.5022,-122.223,2400,11942 +"0624110810","20150325T000000",1.07e+006,3,3.25,3730,13264,"2",0,0,3,9,3730,0,1989,0,"98077",47.7246,-122.059,3730,14933 +"4123800400","20140909T000000",290000,3,2,1700,6498,"1",0,0,3,7,1700,0,1986,0,"98038",47.3781,-122.044,1700,6654 +"9424400105","20140710T000000",525000,4,1.75,2280,5959,"1",0,0,3,7,1250,1030,1947,0,"98116",47.5655,-122.395,1640,5911 +"7941130140","20150217T000000",319000,3,2.25,1220,2980,"2",0,0,3,7,1220,0,1986,0,"98034",47.7151,-122.203,1220,2140 +"1568100295","20150202T000000",592500,6,4.5,3500,8504,"2",0,0,3,7,3500,0,1980,0,"98155",47.7349,-122.295,1550,8460 +"6683000295","20140513T000000",350000,3,2.5,2010,14298,"2",0,0,3,7,2010,0,1977,0,"98070",47.5069,-122.472,2010,14298 +"5710610520","20150226T000000",454900,3,1.75,2130,9775,"1",0,0,4,8,1430,700,1973,0,"98027",47.5326,-122.049,2130,11250 +"1565900390","20150415T000000",272000,4,2.25,1800,9018,"2",0,0,3,7,1800,0,1992,0,"98022",47.2126,-121.984,1670,9380 +"6608500260","20140716T000000",357500,3,1,1070,10125,"1",0,0,3,7,1070,0,1961,0,"98033",47.7012,-122.167,1540,10200 +"7338401230","20140828T000000",285000,3,1.75,1020,5000,"1",0,0,5,6,1020,0,1954,0,"98118",47.5332,-122.29,1360,5000 +"7212660520","20150326T000000",280000,4,2,1600,6861,"1",0,0,3,7,1600,0,1994,0,"98003",47.2701,-122.313,1870,7455 +"8901001290","20140903T000000",477000,4,1.5,1380,7800,"1",0,0,3,7,1080,300,1928,0,"98125",47.7093,-122.306,1770,7503 +"3345100030","20140722T000000",750000,3,2.25,3270,168000,"2",0,0,4,10,3270,0,1982,0,"98056",47.5197,-122.191,3220,7963 +"7986401275","20141119T000000",595000,4,2.5,2100,3125,"2",0,2,3,7,1400,700,1907,1993,"98107",47.6634,-122.358,2060,5040 +"3047700045","20140717T000000",525000,3,2.25,2110,2850,"3",0,0,3,8,2110,0,2001,0,"98103",47.6915,-122.339,1340,5001 +"1422029117","20140711T000000",319000,3,1.75,1640,53400,"1",0,0,4,7,1640,0,1966,0,"98070",47.3944,-122.506,1850,380279 +"0104530240","20140827T000000",225000,3,2,1320,5665,"1",0,0,3,7,1320,0,1986,0,"98023",47.3096,-122.357,1336,7080 +"8718500260","20140723T000000",485000,4,2.5,2420,10603,"1",0,0,5,7,1210,1210,1958,0,"98028",47.7397,-122.259,1750,10800 +"3735901040","20140703T000000",341000,3,1,1390,4814,"1.5",0,0,3,6,1390,0,1908,0,"98115",47.6881,-122.32,1730,3990 +"3448002180","20150116T000000",674000,3,3.25,2320,6744,"2",0,0,3,9,1930,390,2014,0,"98125",47.7132,-122.293,1700,6744 +"5126300960","20150127T000000",442250,3,2.5,2170,8169,"2",0,0,3,8,2170,0,2003,0,"98059",47.4833,-122.139,2240,6733 +"1774220400","20140513T000000",591000,4,2.25,2710,38180,"2",0,0,4,8,2710,0,1977,0,"98077",47.77,-122.097,2590,38180 +"8648100030","20141113T000000",276000,3,2,1450,8928,"1",0,0,3,7,1450,0,1998,0,"98042",47.3637,-122.075,2050,8523 +"7940710070","20140822T000000",394000,3,2.5,1370,4400,"1",0,0,3,8,1370,0,1988,0,"98034",47.7139,-122.203,1630,4400 +"1518000070","20141119T000000",355000,3,2.5,1810,3192,"1",0,0,3,7,1070,740,2001,0,"98019",47.7364,-121.969,1740,3720 +"3832500260","20140509T000000",260000,3,2.5,1420,14850,"1",0,0,4,7,1020,400,1963,0,"98032",47.3661,-122.29,2060,8800 +"1139600270","20140701T000000",300000,3,2.75,2090,9620,"1",0,0,3,8,1340,750,1987,0,"98023",47.2741,-122.337,2150,9660 +"1139600270","20150324T000000",310000,3,2.75,2090,9620,"1",0,0,3,8,1340,750,1987,0,"98023",47.2741,-122.337,2150,9660 +"1099610830","20141202T000000",209000,3,1,1330,6900,"1",0,0,3,7,1330,0,1976,0,"98023",47.3033,-122.381,1530,7000 +"5647000060","20141211T000000",344950,3,2,1330,7419,"1",0,0,3,7,1330,0,1985,0,"98034",47.7322,-122.236,1330,7297 +"3352402272","20140611T000000",230000,5,2,1910,7200,"1",0,0,4,6,1110,800,1951,0,"98178",47.4975,-122.261,1150,5948 +"6669020640","20150424T000000",336950,3,1.75,2310,7680,"1",0,0,4,8,1410,900,1978,0,"98032",47.3743,-122.285,2080,7680 +"6154900070","20140611T000000",700000,3,2.75,2500,7378,"1",0,0,5,7,1390,1110,1948,0,"98177",47.7032,-122.37,2040,7140 +"1545802080","20140904T000000",230000,3,2,1310,7332,"1",0,0,3,7,1310,0,1987,0,"98038",47.3597,-122.051,1530,7362 +"8161020060","20140620T000000",443500,4,2.5,2040,21781,"2",0,0,3,8,2040,0,1994,0,"98014",47.6458,-121.904,2410,21781 +"8161020060","20150414T000000",471000,4,2.5,2040,21781,"2",0,0,3,8,2040,0,1994,0,"98014",47.6458,-121.904,2410,21781 +"0443000060","20141210T000000",595000,3,2.25,2400,16301,"1",0,0,3,8,1400,1000,1962,0,"98115",47.6901,-122.282,1720,9828 +"4172100200","20141121T000000",470000,3,1,1400,4914,"1.5",0,0,3,7,1400,0,1929,0,"98117",47.681,-122.364,1400,3744 +"7309100070","20141212T000000",600000,4,1.75,1700,7800,"1",0,0,4,8,1700,0,1975,0,"98052",47.651,-122.119,2430,8342 +"0191100672","20140527T000000",1.381e+006,4,3.75,3160,9525,"2.5",0,0,3,10,3160,0,1997,0,"98040",47.5623,-122.221,2400,9525 +"2125400160","20141114T000000",427800,3,1.75,1340,13241,"1",0,2,3,7,1340,0,1985,0,"98034",47.7268,-122.213,2090,9704 +"0259800060","20140606T000000",445000,4,2,1470,8395,"1",0,0,4,7,1470,0,1965,0,"98008",47.631,-122.117,1760,7976 +"4402700125","20140716T000000",382000,3,1.75,1790,7679,"1",0,0,4,7,1790,0,1953,0,"98133",47.7442,-122.338,1560,7680 +"7504180070","20141111T000000",577000,3,1.5,1560,20251,"1",0,0,5,7,1200,360,1989,0,"98074",47.619,-122.054,1560,19119 +"2723069129","20150506T000000",427000,3,2.5,2620,108464,"2",0,0,4,8,2620,0,1990,0,"98038",47.4583,-122.036,3190,105850 +"3210400060","20141224T000000",255000,3,1,1580,8206,"1",0,0,3,7,1100,480,1962,0,"98198",47.3676,-122.312,1600,8196 +"8658301535","20140721T000000",240000,3,1,1090,10000,"1",0,0,3,6,1090,0,1961,0,"98014",47.6503,-121.911,1040,7500 +"8923100125","20140620T000000",1.23458e+006,5,3.25,3240,6551,"1.5",0,4,4,9,2500,740,1939,0,"98115",47.6792,-122.273,2740,9300 +"5592900105","20150213T000000",435000,4,1.75,2520,7200,"1",0,2,5,7,1260,1260,1955,0,"98056",47.4835,-122.192,2360,7300 +"8964800695","20150327T000000",1.45e+006,3,1.75,2230,13529,"1",0,0,3,9,2230,0,1949,0,"98004",47.6204,-122.217,2230,11900 +"5104510860","20150506T000000",425000,4,3,2430,5502,"2",0,0,3,8,2430,0,2002,0,"98038",47.356,-122.014,2000,5702 +"1090000075","20141216T000000",393000,2,1,1020,4200,"1",0,0,5,6,1020,0,1923,0,"98136",47.5319,-122.391,1660,4200 +"1446800181","20140620T000000",264950,4,1,1810,7500,"1",0,0,2,7,1410,400,1959,0,"98168",47.4935,-122.333,1250,6255 +"1829300520","20150412T000000",746500,4,2.5,3460,9699,"2",0,0,3,10,3460,0,1987,0,"98074",47.637,-122.04,3140,10631 +"3992700070","20141124T000000",450000,3,1,2020,8100,"1",0,0,3,7,1170,850,1956,0,"98125",47.7136,-122.288,1480,7620 +"2472950160","20140617T000000",229950,3,2,1410,7466,"1",0,0,3,7,1410,0,1983,0,"98058",47.427,-122.147,1410,7610 +"3468800310","20150113T000000",425000,2,1,750,4000,"1",0,0,2,6,750,0,1933,0,"98108",47.54,-122.32,1160,4000 +"6613000935","20140513T000000",2.555e+006,4,2.5,5300,26211,"2",1,2,2,10,4570,730,1923,0,"98105",47.661,-122.269,3890,19281 +"4054530240","20150427T000000",1.4e+006,4,3.5,4380,66613,"1.5",0,0,3,11,4380,0,1993,0,"98077",47.7279,-122.048,4010,70109 +"2600040160","20141031T000000",753000,3,2.25,2290,9047,"2",0,0,4,8,2290,0,1984,0,"98006",47.5545,-122.163,2120,9275 +"4229900140","20141006T000000",310000,2,1,720,5750,"1",0,0,2,6,720,0,1943,0,"98136",47.5535,-122.393,980,6125 +"1005000240","20141219T000000",395000,2,1,1200,6014,"1",0,0,4,6,600,600,1949,0,"98118",47.5357,-122.28,1270,4652 +"4188000240","20141211T000000",725000,3,2.5,2620,28703,"1",0,0,3,10,2620,0,1985,0,"98052",47.7238,-122.114,2950,30290 +"1562100340","20140828T000000",295000,4,3,2120,7650,"2",0,0,3,8,2120,0,1964,0,"98007",47.6214,-122.14,2260,7885 +"7941600390","20140623T000000",225000,3,1.75,1580,8820,"1",0,0,4,7,1580,0,1967,0,"98003",47.317,-122.325,1280,8500 +"2655500241","20140814T000000",1.699e+006,3,3.25,4160,35153,"3",0,2,3,12,3690,470,2001,0,"98040",47.5749,-122.214,3290,11533 +"8651720060","20150202T000000",431000,3,2.25,1830,8831,"1",0,0,3,7,1460,370,1979,0,"98034",47.7286,-122.215,2330,8064 +"2621750350","20150326T000000",358500,3,2.5,2000,8057,"1",0,0,3,8,1360,640,1998,0,"98042",47.3724,-122.107,2530,8964 +"2397101375","20150428T000000",595000,2,1,980,3600,"1",0,0,3,6,980,0,1907,0,"98119",47.6366,-122.365,1690,3600 +"0808300200","20150319T000000",468000,4,2.5,3040,20682,"2",0,0,3,7,3040,0,2000,0,"98019",47.7245,-121.959,2670,9742 +"8645500370","20141203T000000",260000,4,1,1740,8100,"1",0,0,4,7,1020,720,1962,0,"98058",47.467,-122.185,1600,8949 +"5668500045","20140917T000000",375000,3,2,1450,7300,"1.5",0,0,5,7,1450,0,1955,0,"98133",47.7517,-122.342,1660,9069 +"6679000370","20140525T000000",295000,3,2.5,1560,4200,"2",0,0,3,7,1560,0,2003,0,"98038",47.3838,-122.026,1560,4200 +"8699800070","20140731T000000",403900,4,2.5,2050,8909,"1",0,2,4,8,1690,360,1986,0,"98198",47.398,-122.31,2190,8912 +"9500900060","20140722T000000",269950,3,1.75,1760,12823,"1",0,0,4,7,1460,300,1956,0,"98002",47.2868,-122.21,1450,10800 +"2255500060","20150218T000000",640000,3,3.5,1740,1975,"2",0,3,3,8,1310,430,1998,0,"98122",47.6085,-122.311,1740,1975 +"5071500140","20140627T000000",221000,3,1,910,8789,"1",0,0,3,7,910,0,1966,0,"98148",47.4345,-122.326,1160,8789 +"3546000070","20140617T000000",255000,3,1.75,1700,7532,"1",0,0,3,7,1700,0,1987,0,"98030",47.355,-122.176,1690,7405 +"9478500570","20140623T000000",300000,4,2.5,2620,4469,"2",0,0,3,7,2620,0,2008,0,"98042",47.3663,-122.115,2250,4500 +"2473440070","20150320T000000",270000,3,2.25,1500,7410,"1",0,0,4,7,1500,0,1973,0,"98058",47.4597,-122.162,1750,7990 +"0952001710","20150303T000000",575000,4,1.75,1630,5750,"1",0,0,3,7,1160,470,1947,0,"98116",47.5674,-122.384,1640,5750 +"7905400160","20150211T000000",246900,3,1.5,1370,9800,"1",0,0,5,7,1370,0,1968,0,"98001",47.3068,-122.27,1370,9800 +"6852700520","20150406T000000",635000,2,2.5,1390,1132,"2",0,0,3,8,1130,260,2006,0,"98102",47.6228,-122.319,1400,1237 +"0625100004","20150317T000000",450000,3,2,1540,67756,"1",0,0,3,7,1540,0,1900,1973,"98077",47.721,-122.078,2060,67756 +"6600400370","20140910T000000",215000,3,1,1190,7500,"1",0,0,5,7,1190,0,1968,0,"98042",47.3248,-122.142,1200,9750 +"2025770310","20140611T000000",785000,3,3.5,4500,21870,"2",0,0,3,10,4500,0,2004,0,"98092",47.3043,-122.159,4670,23058 +"2126049290","20150220T000000",522500,4,3,2370,8154,"1",0,0,3,7,1380,990,1977,0,"98125",47.7258,-122.306,2100,8148 +"1843200350","20140722T000000",150000,2,1.5,1360,1934,"2",0,0,4,7,1360,0,1978,0,"98092",47.2857,-122.189,1360,1898 +"3750600566","20141215T000000",199950,2,1.75,870,18537,"1",0,0,4,6,870,0,1946,0,"98001",47.275,-122.278,1300,22800 +"3761100045","20140618T000000",3e+006,4,4.25,4850,12445,"2",1,4,5,10,3850,1000,1989,0,"98034",47.7011,-122.244,3350,12210 +"7937600262","20140710T000000",379900,3,2,3110,44967,"2",0,0,3,9,3020,90,1999,0,"98058",47.4343,-122.082,2150,44967 +"3629921000","20141121T000000",950000,4,2.5,3700,7051,"2",0,0,3,11,3700,0,2006,0,"98029",47.5427,-121.995,3580,6175 +"7519000335","20141203T000000",865000,6,2.75,3500,5150,"2",0,0,5,8,2430,1070,1909,0,"98117",47.6842,-122.363,1430,3860 +"5459000240","20140604T000000",785000,3,1.75,1670,9600,"1",0,0,5,8,1670,0,1961,0,"98040",47.5754,-122.233,1900,9600 +"9835801000","20140625T000000",245700,3,2.25,1640,8400,"1",0,0,3,8,1180,460,1968,0,"98032",47.3733,-122.289,1600,8120 +"1102001274","20150415T000000",951000,3,2.25,3400,12825,"1",0,1,3,9,3400,0,1961,0,"98118",47.5435,-122.26,2510,11574 +"7950303290","20150402T000000",499950,3,1.75,2060,3500,"1",0,0,5,7,1030,1030,1951,0,"98118",47.5635,-122.282,1110,6000 +"7968460240","20150211T000000",257000,3,1.75,1330,36537,"1",0,0,4,7,1330,0,1989,0,"98092",47.3126,-122.129,1650,35100 +"9827700105","20140917T000000",549000,3,2,2330,3600,"1.5",0,0,4,7,1580,750,1900,0,"98122",47.6025,-122.303,1750,3600 +"3536900030","20150209T000000",1.6e+006,3,2.75,3040,21052,"2",0,0,4,10,3040,0,1980,0,"98004",47.638,-122.225,2950,21052 +"0328000160","20141211T000000",1.4e+006,5,3.75,3700,7920,"3",0,4,3,9,2900,800,1983,0,"98115",47.6865,-122.266,2860,6360 +"6909700340","20140820T000000",619000,3,2,1990,3000,"1.5",0,2,5,8,1430,560,1927,0,"98144",47.5891,-122.293,1780,5000 +"0829000160","20141009T000000",311000,5,3,2020,5917,"1",0,0,3,7,1220,800,1993,0,"98108",47.5482,-122.294,2130,5529 +"4077800376","20140701T000000",600000,5,2.25,2980,7781,"1",0,0,3,9,1580,1400,1960,0,"98125",47.7048,-122.279,2310,7781 +"6154500030","20140626T000000",1.08e+006,4,3.5,3990,5267,"2",0,0,3,10,3990,0,2008,0,"98006",47.5641,-122.124,3230,6481 +"9828202325","20140619T000000",436000,2,1,790,6600,"1",0,0,3,6,790,0,1949,0,"98122",47.6149,-122.293,1520,4400 +"0795002190","20140715T000000",205000,2,1,1060,8000,"1",0,0,3,6,1060,0,1941,0,"98168",47.5088,-122.333,1390,8000 +"0226059065","20140903T000000",514000,3,2.25,2260,54014,"1",0,0,3,7,1450,810,1962,0,"98072",47.7657,-122.131,2140,44431 +"8682280270","20140903T000000",530000,2,2.5,1900,2983,"2",0,0,3,8,1900,0,2006,0,"98053",47.7029,-122.015,1510,3876 +"7695370160","20140811T000000",511000,5,2.5,3361,6983,"2",0,0,3,10,3361,0,2006,0,"98092",47.3427,-122.169,3112,6920 +"3025300226","20140515T000000",2.1e+006,4,1.75,3550,19865,"2",0,0,3,9,3550,0,1962,2002,"98039",47.6236,-122.235,3000,19862 +"0241900160","20150310T000000",370000,5,2.5,2740,5460,"2",0,0,3,8,2740,0,2005,0,"98031",47.4042,-122.204,2900,5971 +"2461900550","20141216T000000",500000,4,1.75,2040,6000,"1",0,0,5,7,1020,1020,1943,0,"98136",47.5507,-122.383,1440,6000 +"9206700060","20141105T000000",710000,4,2.5,4070,129808,"2",0,0,3,10,4070,0,1998,0,"98038",47.4433,-122.016,4070,102366 +"1997200060","20140908T000000",270000,1,1,720,5196,"1",0,0,3,7,720,0,1911,0,"98103",47.6928,-122.337,1580,5762 +"5468700105","20140805T000000",415000,3,1.75,2000,8400,"1.5",0,0,4,8,2000,0,1959,0,"98133",47.7535,-122.334,2000,8400 +"5078400160","20140605T000000",1.8e+006,5,4.5,4400,15580,"2",0,0,3,11,3390,1010,2003,0,"98004",47.6232,-122.207,2150,14249 +"6603000030","20141217T000000",236000,3,1.75,1300,8976,"1",0,0,3,7,1300,0,1967,0,"98003",47.3357,-122.305,1430,9750 +"8598200070","20141208T000000",278000,2,2.5,1420,2229,"2",0,0,3,7,1420,0,2004,0,"98059",47.4871,-122.165,1500,2230 +"5101402435","20140603T000000",312000,3,2.25,1540,5338,"1",0,0,5,7,770,770,1954,0,"98115",47.6942,-122.304,1680,6525 +"5101402435","20150304T000000",539000,3,2.25,1540,5338,"1",0,0,5,7,770,770,1954,0,"98115",47.6942,-122.304,1680,6525 +"8820902400","20140910T000000",498000,3,3,2360,2750,"2",0,1,3,7,1780,580,1983,0,"98125",47.7142,-122.281,1970,5800 +"1246700251","20140527T000000",857000,4,3,3720,29043,"2",0,0,3,9,3720,0,1991,0,"98033",47.6907,-122.161,1610,23000 +"5315101716","20150225T000000",780000,3,1.75,1690,13500,"1",0,0,4,7,1690,0,1978,0,"98040",47.5897,-122.233,1950,10500 +"5035300570","20140923T000000",650000,3,2,2300,5000,"1",0,0,4,8,1150,1150,1938,0,"98199",47.6521,-122.413,2300,5000 +"4123400310","20150409T000000",559500,4,1.75,1650,7088,"1",0,0,3,8,1650,0,1973,0,"98027",47.5688,-122.087,1850,7523 +"4058802255","20140724T000000",219950,2,1,990,6448,"1",0,0,3,7,990,0,1948,0,"98178",47.5031,-122.245,1130,7200 +"2141330560","20140725T000000",671500,4,2.25,2130,8410,"2",0,0,4,8,2130,0,1977,0,"98006",47.5589,-122.128,2170,8400 +"2725069121","20140903T000000",813000,4,2.5,3320,52707,"2",0,0,3,10,3320,0,1999,0,"98074",47.6247,-122.016,3040,54450 +"7682200340","20140728T000000",182000,3,2.25,1960,8875,"1",0,0,3,7,1290,670,1965,0,"98003",47.3344,-122.301,1890,8700 +"9518100059","20140822T000000",203700,2,1,770,2500,"1",0,0,3,6,770,0,1913,1960,"98072",47.7534,-122.172,1500,8286 +"1861400060","20140505T000000",740000,4,1.75,2010,3600,"1.5",0,0,3,7,2010,0,1902,0,"98119",47.6337,-122.371,2010,3600 +"2223059053","20150311T000000",230000,2,1,800,17965,"1",0,0,4,5,800,0,1942,0,"98058",47.4693,-122.161,1500,8925 +"0421049114","20141009T000000",128000,3,1,910,11117,"1",0,0,3,7,910,0,1955,0,"98003",47.3432,-122.309,1490,8416 +"6703100140","20140822T000000",345000,3,1,1200,6628,"1",0,0,4,7,1200,0,1952,0,"98155",47.7367,-122.319,1330,6768 +"6127010890","20150427T000000",663000,4,2.5,3570,6246,"2",0,0,3,7,3570,0,2005,0,"98075",47.5927,-122.006,2260,5231 +"8898700960","20140620T000000",329950,3,2.5,1820,8085,"2",0,0,3,7,1820,0,1983,0,"98055",47.4575,-122.204,1860,8625 +"0486000597","20140811T000000",1.0475e+006,3,2.25,2930,7005,"3",0,2,3,9,2670,260,1999,0,"98117",47.6763,-122.404,2450,6460 +"7175300045","20141112T000000",402300,3,1.75,1480,4050,"1",0,0,3,7,870,610,1926,0,"98115",47.681,-122.304,1350,4500 +"3073500045","20140507T000000",492000,4,2.5,3305,16164,"1.5",0,0,5,7,2245,1060,1922,1956,"98133",47.7563,-122.338,1620,8883 +"2407900550","20150507T000000",448000,4,2.5,2230,5000,"1",0,0,3,7,1650,580,2006,0,"98059",47.4799,-122.129,2090,4637 +"5379802650","20150225T000000",273000,3,1,1560,7800,"1",0,0,3,7,1560,0,1955,0,"98188",47.4549,-122.287,1468,9375 +"4364700990","20141003T000000",335000,3,1,1030,7200,"1",0,0,3,6,880,150,1948,0,"98126",47.5255,-122.376,1030,7200 +"2158900140","20140905T000000",695000,3,3.75,2380,3600,"1.5",0,0,3,7,1690,690,1927,0,"98112",47.6374,-122.307,1990,3520 +"3235100075","20150503T000000",279000,3,1,1010,7903,"1",0,0,3,6,1010,0,1948,0,"98155",47.766,-122.32,1010,7903 +"2887701940","20141205T000000",485000,2,1.75,2060,2700,"1",0,0,3,7,1030,1030,1929,0,"98115",47.6856,-122.312,1390,2700 +"7399200510","20140812T000000",383000,4,2.5,2370,10580,"2",0,0,3,8,2370,0,1966,0,"98055",47.464,-122.192,1590,8584 +"3578600045","20141216T000000",490000,4,2.5,2242,37451,"2",0,0,3,8,2242,0,1995,0,"98028",47.7443,-122.228,2242,13125 +"9406500310","20141119T000000",240000,2,1.5,1078,1263,"2",0,0,3,7,1078,0,1990,0,"98028",47.7532,-122.244,1078,1263 +"1560100135","20150224T000000",285000,2,1,890,7250,"1",0,0,3,7,890,0,1943,0,"98125",47.7118,-122.314,900,7000 +"1326069094","20150225T000000",524950,3,1.5,2700,24539,"2",0,0,3,7,2120,580,1977,2014,"98019",47.7348,-121.984,1830,11000 +"3396830310","20150407T000000",729000,4,2.5,2450,27081,"2",0,0,3,8,2450,0,1985,0,"98052",47.7177,-122.104,2630,12025 +"4040400340","20140905T000000",460000,3,1.75,1420,8250,"1",0,0,4,7,1420,0,1960,0,"98007",47.6112,-122.133,2020,8250 +"7234601221","20141014T000000",687500,3,1.5,1280,2114,"1.5",0,0,3,8,1280,0,1904,0,"98122",47.6174,-122.308,1540,1456 +"6065301040","20140814T000000",1.168e+006,5,2.75,2910,15118,"1",0,0,5,9,1780,1130,1972,0,"98006",47.5696,-122.183,2880,15253 +"2600010390","20141015T000000",825000,4,2.25,2430,10050,"2",0,0,4,8,2430,0,1979,0,"98006",47.5563,-122.163,2390,10250 +"6679000560","20140729T000000",314950,2,2.5,1860,6359,"2",0,0,3,7,1860,0,2003,0,"98038",47.3847,-122.029,1860,6359 +"6743700335","20140604T000000",470000,3,2,1800,12669,"1",0,0,3,7,1800,0,1956,1990,"98033",47.6935,-122.173,1970,9775 +"2207000060","20140818T000000",500000,3,1.5,1960,8815,"1",0,0,4,7,1020,940,1958,0,"98006",47.5765,-122.159,1760,9534 +"1900000060","20141117T000000",313000,3,1.5,1550,7260,"1.5",0,0,2,6,1550,0,1925,0,"98166",47.4693,-122.349,1190,7620 +"1232001480","20140710T000000",445000,2,1,840,3840,"1",0,0,4,7,840,0,1926,0,"98117",47.684,-122.378,1310,3840 +"9835800320","20140828T000000",300000,4,1.75,2080,8750,"1",0,0,4,8,1330,750,1967,0,"98032",47.3749,-122.291,1790,8750 +"9285800055","20141014T000000",619500,4,2.5,2210,5077,"1.5",0,0,4,8,1480,730,1912,0,"98126",47.5719,-122.377,1740,5000 +"3438500677","20140613T000000",305000,3,1.5,1210,5240,"1",0,0,4,7,610,600,1983,0,"98106",47.5524,-122.356,1560,5240 +"3879901290","20150401T000000",874000,3,2.5,1350,941,"3",0,0,3,9,1350,0,2007,0,"98119",47.6265,-122.364,1640,1369 +"3905040060","20150313T000000",477500,3,2,1860,5146,"2",0,0,3,8,1860,0,1991,0,"98029",47.5706,-121.999,1950,5146 +"9530101290","20141110T000000",700000,3,2,1940,4500,"1",0,3,3,7,1090,850,1926,0,"98107",47.6659,-122.359,1700,4500 +"5104532030","20150306T000000",515000,4,3.5,3400,5222,"2",0,0,3,9,3400,0,2005,0,"98038",47.3559,-122,3190,5326 +"6411600045","20141016T000000",590000,4,2.5,2240,9385,"2",0,0,3,8,2240,0,1991,0,"98133",47.7125,-122.332,2010,9000 +"1796360990","20140701T000000",205000,3,1.75,1170,8239,"1",0,0,3,7,1170,0,1981,0,"98042",47.3679,-122.088,1180,7866 +"9264911550","20141022T000000",310000,3,3.25,3130,9302,"2",0,0,3,8,2190,940,1987,0,"98023",47.3078,-122.338,2350,7949 +"7715800310","20140821T000000",442500,2,2.25,1510,7280,"2",0,0,3,7,1510,0,1987,0,"98074",47.6264,-122.058,1510,8120 +"3407700012","20141106T000000",1.0785e+006,4,3.5,3740,41458,"2",0,2,3,11,3740,0,2000,0,"98072",47.7375,-122.139,3750,38325 +"2322069116","20140825T000000",530000,4,2.5,2690,46609,"2",0,0,3,8,2690,0,1980,1991,"98038",47.3843,-122.006,1500,34800 +"4058800875","20140624T000000",343500,4,1.75,1760,6204,"1",0,2,4,7,1180,580,1950,0,"98178",47.5045,-122.24,1990,6240 +"8113101070","20150423T000000",334900,4,1.75,2180,4066,"1.5",0,0,3,6,1270,910,1911,0,"98118",47.5487,-122.277,1400,1343 +"9512501370","20141105T000000",544300,4,1.75,1560,9000,"1",0,0,5,7,1560,0,1969,0,"98052",47.6707,-122.149,1510,8848 +"3670500465","20140526T000000",370000,3,2.5,1780,4050,"2",0,0,3,7,1780,0,2001,0,"98155",47.7346,-122.308,1571,4976 +"8856950310","20140524T000000",245000,3,1.75,1260,6908,"1",0,0,3,7,1260,0,1994,0,"98038",47.385,-122.031,1810,7159 +"4315700505","20150210T000000",535000,4,1.75,1570,3250,"1.5",0,0,5,8,1570,0,1928,0,"98136",47.5405,-122.393,1570,5720 +"3046200125","20150406T000000",202000,2,1,740,6550,"1",0,0,4,5,740,0,1946,0,"98168",47.4807,-122.332,1080,8515 +"2922701420","20141118T000000",490000,4,2.25,2020,4960,"2",0,0,3,7,1710,310,1938,0,"98117",47.6867,-122.369,1590,4550 +"6430500238","20141216T000000",651500,4,1.5,1500,3075,"2",0,0,5,7,1420,80,1929,0,"98103",47.6893,-122.35,1480,3774 +"6031400071","20150114T000000",270000,4,2.5,1670,8056,"1",0,0,3,7,1170,500,1961,0,"98168",47.4884,-122.319,1360,8056 +"1854750030","20150407T000000",1.164e+006,3,3.5,3620,8072,"2",0,0,3,10,2920,700,1999,0,"98006",47.5646,-122.127,3680,9624 +"7950302121","20140716T000000",289000,2,1.5,1010,1309,"2",0,0,3,7,860,150,2007,0,"98118",47.5659,-122.286,1190,3060 +"1421069117","20150417T000000",240000,3,1.5,1460,13503,"1",0,0,4,6,1460,0,1977,0,"98010",47.3119,-122.015,1460,13394 +"1370803510","20140515T000000",790000,3,1.75,1790,6117,"1",0,2,3,8,1350,440,1940,0,"98199",47.6366,-122.401,1960,5554 +"1559900140","20141222T000000",350000,3,2.25,1760,9621,"2",0,0,3,7,1760,0,1995,0,"98019",47.7466,-121.979,1810,6589 +"2734100738","20141029T000000",246950,3,3.5,1790,1682,"2",0,0,3,7,1480,310,2006,0,"98108",47.542,-122.321,1150,4000 +"7007700030","20150105T000000",400000,3,1,1050,6000,"1",0,0,3,7,1050,0,1952,0,"98116",47.5709,-122.401,1720,6000 +"7702020030","20150225T000000",533000,4,2.5,2590,6394,"2",0,0,3,8,2590,0,2003,0,"98028",47.7599,-122.233,2500,5328 +"1795500060","20141021T000000",198400,3,1,1040,8645,"1",0,0,4,7,1040,0,1962,0,"98042",47.3631,-122.116,1290,8645 +"3303860030","20141029T000000",495000,4,2.5,4060,8547,"2",0,0,3,9,2790,1270,2007,0,"98038",47.3694,-122.056,2810,8313 +"7701960990","20140616T000000",862000,4,2.5,3190,14565,"2",0,0,3,11,3190,0,1990,0,"98077",47.713,-122.072,3420,20475 +"7701960990","20140819T000000",870000,4,2.5,3190,14565,"2",0,0,3,11,3190,0,1990,0,"98077",47.713,-122.072,3420,20475 +"5453700060","20150224T000000",875000,4,1.75,2180,9726,"1",0,0,4,9,2180,0,1966,0,"98040",47.5359,-122.233,2560,10244 +"2143700935","20140903T000000",317000,6,3.5,2120,5840,"2",0,0,5,7,2120,0,1979,0,"98055",47.4788,-122.227,1860,8000 +"9485300560","20140725T000000",325000,4,2.75,2110,6838,"2",0,0,4,8,2110,0,1991,0,"98031",47.3877,-122.171,2100,7280 +"3693900135","20140920T000000",615000,2,1.5,1210,5000,"1.5",0,0,5,6,1210,0,1907,0,"98117",47.6793,-122.397,1570,5000 +"7212650990","20140721T000000",334950,4,2.5,2410,7846,"2",0,0,3,8,2410,0,1992,0,"98003",47.2641,-122.312,2380,7914 +"1245001659","20140821T000000",775000,3,2.5,1980,7807,"2",0,0,4,9,1980,0,1989,0,"98033",47.6884,-122.204,1590,7579 +"6071300550","20140822T000000",600000,4,2.5,2370,9135,"1",0,0,4,8,1600,770,1967,0,"98006",47.5564,-122.177,2050,9468 +"4083306620","20140728T000000",565000,3,1.75,1720,2218,"1.5",0,0,3,7,1270,450,1931,2003,"98103",47.649,-122.335,1130,1600 +"8122100392","20141028T000000",292500,2,1,750,5026,"1",0,0,4,6,750,0,1942,0,"98126",47.5368,-122.374,1260,5040 +"5418500800","20150429T000000",825000,3,2.25,2510,10418,"1",0,0,3,8,1810,700,1968,0,"98115",47.7003,-122.285,2510,9435 +"2421059036","20150415T000000",495000,3,2.5,2577,156816,"2",0,0,3,8,2577,0,2000,0,"98092",47.2935,-122.108,2090,156816 +"0952000310","20140520T000000",525000,3,1.5,1540,4773,"2",0,0,3,8,1540,0,1941,2009,"98126",47.5678,-122.378,1540,5750 +"5694501195","20150511T000000",438600,1,1,720,2500,"1",0,0,3,7,720,0,1910,0,"98103",47.6597,-122.345,1520,3750 +"2872900390","20140814T000000",507000,3,2.25,1810,8158,"1",0,0,3,8,1450,360,1984,0,"98074",47.6258,-122.038,1740,9532 +"1502400140","20150429T000000",275900,3,1.75,1380,8400,"1",0,0,3,7,1380,0,1967,0,"98003",47.3117,-122.321,1540,8400 +"3860900003","20140617T000000",1.17e+006,4,2.5,2570,6251,"2",0,0,3,9,2570,0,2000,0,"98004",47.593,-122.197,2570,9588 +"1180003435","20141209T000000",275000,4,1.75,1690,6000,"1",0,0,3,7,1690,0,1957,0,"98178",47.497,-122.227,1350,6000 +"6430000070","20141027T000000",355000,3,0.75,1420,3060,"1",0,0,4,7,860,560,1923,0,"98103",47.6872,-122.346,1350,4000 +"5530000030","20150126T000000",233000,4,2,2130,9579,"1",0,0,4,7,1250,880,1968,0,"98001",47.3069,-122.271,1590,9800 +"5700000465","20140904T000000",666000,3,2.5,3000,5000,"1.5",0,0,4,7,2110,890,1918,0,"98144",47.5781,-122.293,1970,5000 +"3211100570","20140811T000000",317500,4,2.5,2150,9000,"1",0,0,4,7,1360,790,1979,0,"98059",47.4785,-122.16,1620,8400 +"9536601331","20140722T000000",420000,4,2,2280,10319,"1",0,3,4,8,1270,1010,1989,0,"98198",47.3594,-122.322,2280,9767 +"0985000955","20150312T000000",290000,4,2,1560,8800,"2",0,0,5,6,1560,0,1942,1967,"98168",47.4927,-122.312,1480,10000 +"0323059208","20140603T000000",320000,3,2,1880,10758,"1",0,0,5,6,940,940,1952,0,"98059",47.5091,-122.144,2060,21000 +"4221270350","20150323T000000",650000,3,2.5,2320,5284,"2",0,0,3,8,2320,0,2004,0,"98075",47.591,-122.017,2320,4383 +"3768000030","20140714T000000",325000,3,1.75,1010,7171,"1",0,0,4,7,1010,0,1967,0,"98034",47.7317,-122.231,1250,7560 +"7211401610","20140820T000000",165000,3,1,1120,5000,"1",0,0,3,6,1120,0,1917,0,"98146",47.5109,-122.357,1050,5000 +"9542000340","20140807T000000",500000,3,1.75,1560,16194,"1",0,0,3,8,1560,0,1961,0,"98005",47.5966,-122.175,2430,16193 +"2426049078","20140716T000000",443000,4,1.5,1860,12197,"1",0,0,3,7,1860,0,1964,0,"98034",47.729,-122.235,1510,11761 +"5438000160","20140609T000000",213400,3,1.5,1150,8686,"1",0,0,4,7,1150,0,1963,0,"98055",47.4417,-122.194,1760,8798 +"0259600890","20141002T000000",480000,4,1.75,1920,9380,"1",0,0,3,7,1920,0,1964,0,"98008",47.6344,-122.118,1580,8580 +"8732190200","20150115T000000",275000,4,2.25,2490,7233,"1",0,0,3,8,1460,1030,1978,0,"98023",47.3115,-122.396,2000,8000 +"3395040200","20140709T000000",299880,3,2.5,1460,3044,"2",0,0,3,7,1460,0,2000,0,"98108",47.544,-122.296,1490,3044 +"6362900171","20140527T000000",499950,3,3.5,1820,1501,"2",0,0,3,8,1430,390,2014,0,"98144",47.596,-122.298,1550,1501 +"2154500060","20141203T000000",1.705e+006,5,3,4290,17100,"1",0,3,3,9,2480,1810,1972,2007,"98040",47.5473,-122.211,3550,16988 +"5706200370","20140806T000000",550000,4,2.75,2230,9460,"1",0,0,5,7,1480,750,1960,0,"98027",47.5246,-122.044,1760,10878 +"1402950240","20140602T000000",300000,4,2.5,2070,7476,"2",0,0,3,8,2070,0,2003,0,"98092",47.3352,-122.189,2430,5500 +"4141800030","20141014T000000",920000,3,1.75,2480,4000,"1",0,0,3,8,1240,1240,1948,2014,"98122",47.615,-122.288,2450,4000 +"3426049284","20140819T000000",2.3e+006,4,3.25,4110,15929,"2",1,4,3,12,2720,1390,2001,0,"98115",47.6934,-122.271,2640,15929 +"3658700510","20140724T000000",620000,4,2.75,2290,3060,"1.5",0,0,5,7,1550,740,1928,0,"98115",47.6793,-122.316,1460,3060 +"2220069196","20140811T000000",253500,3,1,1220,20400,"1",0,0,5,6,1220,0,1959,0,"98022",47.2063,-122.023,1640,53578 +"5700004485","20140520T000000",978000,4,2.75,2620,13777,"1.5",0,2,4,9,1720,900,1926,0,"98144",47.58,-122.285,3530,9287 +"1328320350","20141202T000000",387500,4,2.5,3190,9856,"2",0,0,3,8,3190,0,1979,0,"98058",47.4445,-122.126,2260,7996 +"3432500310","20140624T000000",325000,3,1,850,6906,"1",0,0,3,6,850,0,1948,0,"98155",47.7441,-122.314,1150,6907 +"9274200318","20150410T000000",568000,3,2.5,1740,1308,"3",0,0,3,8,1740,0,2008,0,"98116",47.5892,-122.387,1740,1280 +"3034200550","20140922T000000",525000,4,2.5,2140,7754,"2",0,0,3,8,2140,0,1996,0,"98133",47.7173,-122.338,1690,7775 +"2078500350","20140604T000000",560000,3,2.5,2070,12708,"2",0,0,3,8,2070,0,1996,0,"98056",47.5295,-122.18,2620,9617 +"7203101290","20141020T000000",394000,3,2.5,1680,4075,"2",0,0,3,7,1680,0,2008,0,"98053",47.6964,-122.024,1710,4075 +"9287801455","20141028T000000",484950,2,1,1000,4956,"1",0,2,4,7,1000,0,1916,0,"98107",47.6753,-122.36,1830,4959 +"9472200060","20141105T000000",1.295e+006,3,2.75,3340,12690,"1",0,0,3,10,2550,790,1956,1988,"98105",47.6665,-122.27,3340,9480 +"0869700060","20140729T000000",315000,3,2.5,1260,2767,"2",0,0,3,8,1260,0,1999,0,"98059",47.4914,-122.155,1310,2767 +"4298100060","20140509T000000",590000,4,2.25,2430,32496,"1",0,0,3,9,2430,0,1993,0,"98077",47.7642,-122.048,2750,35506 +"7211402105","20141126T000000",106000,1,1,560,5700,"1",0,0,3,5,560,0,1947,0,"98146",47.511,-122.359,1120,5000 +"7135520260","20141118T000000",751000,3,2.5,3380,9528,"2",0,0,3,10,3380,0,1994,0,"98059",47.5275,-122.148,3630,14089 +"9222400565","20141017T000000",474000,2,1,1100,3500,"1",0,0,5,7,1100,0,1908,0,"98115",47.6741,-122.323,2050,4000 +"7116500125","20140528T000000",189000,2,2,1700,3171,"1",0,0,5,5,850,850,1927,0,"98002",47.3025,-122.224,1380,5906 +"7202290320","20141024T000000",440500,3,2.5,1600,3172,"2",0,0,3,7,1600,0,2002,0,"98053",47.6868,-122.042,1690,3698 +"9808630260","20150318T000000",1.017e+006,3,2.5,2605,2216,"2",0,2,4,9,2090,515,1979,0,"98033",47.6529,-122.202,2605,1979 +"8682310310","20150511T000000",589000,2,2,1850,4667,"1",0,0,3,8,1850,0,2010,0,"98053",47.7101,-122.014,1860,6008 +"4137000700","20140829T000000",273000,3,2.25,1830,7651,"2",0,0,3,8,1830,0,1986,0,"98092",47.2642,-122.219,2160,8442 +"5119400075","20140620T000000",950000,3,3.25,3050,18892,"1",1,4,4,8,1650,1400,1962,0,"98198",47.3881,-122.326,1170,70973 +"8857100060","20141110T000000",277700,2,1.5,1240,1055,"2",0,0,3,8,1200,40,1967,0,"98008",47.6104,-122.112,1410,1340 +"3329510200","20141124T000000",299900,3,2.25,2100,8163,"2",0,0,3,7,2100,0,1984,0,"98001",47.3336,-122.269,1410,7515 +"7789200070","20140603T000000",235000,3,1,1250,15603,"1",0,0,4,7,1250,0,1959,0,"98056",47.5093,-122.172,1720,10220 +"6140600049","20150506T000000",464000,2,2,1230,4800,"2",0,0,3,7,1230,0,1952,2004,"98133",47.7145,-122.35,1560,7200 +"9324320030","20150317T000000",281000,3,1.75,1690,9826,"1",0,0,4,7,1690,0,1988,0,"98023",47.314,-122.365,1980,9826 +"2555900030","20141107T000000",320000,3,1,1520,8870,"1.5",0,0,4,7,1520,0,1951,0,"98155",47.7638,-122.317,1520,7800 +"8662500350","20140620T000000",282000,4,2,1890,6302,"2",0,0,3,7,1890,0,1997,0,"98030",47.3846,-122.205,1690,5369 +"7856601040","20150220T000000",745000,4,1.75,1990,8900,"1",0,0,4,8,1990,0,1972,0,"98006",47.5639,-122.149,2620,8925 +"0109200390","20140820T000000",245000,3,1.75,1480,3900,"1",0,0,4,7,1480,0,1980,0,"98023",47.2977,-122.367,1830,6956 +"0109200390","20141020T000000",250000,3,1.75,1480,3900,"1",0,0,4,7,1480,0,1980,0,"98023",47.2977,-122.367,1830,6956 +"6870300060","20140922T000000",470000,3,2.5,2120,2374,"2",0,0,3,8,1770,350,2005,0,"98052",47.674,-122.142,2480,3043 +"2734100732","20141015T000000",216650,3,3.5,1480,1077,"2",0,0,3,7,1300,180,2007,0,"98109",47.5421,-122.322,1140,2003 +"7201900370","20150505T000000",440000,3,1,1250,8412,"1",0,0,4,7,1250,0,1975,0,"98052",47.7012,-122.131,1840,8976 +"3904960700","20140613T000000",590000,4,2.5,2010,7972,"2",0,0,4,8,2010,0,1989,0,"98029",47.5782,-122.018,2100,8511 +"2225059240","20141028T000000",935000,5,2.5,3150,35283,"1",0,0,3,10,1800,1350,1975,0,"98005",47.6368,-122.157,3280,35283 +"4397650160","20140922T000000",848000,3,3.5,3010,5717,"2",0,0,3,10,3010,0,2000,0,"98007",47.5943,-122.15,2780,5138 +"3629860060","20150312T000000",827500,5,4.25,3920,5823,"2",0,0,3,9,3000,920,2000,0,"98029",47.5492,-122.008,3000,5297 +"4083305085","20140520T000000",1.125e+006,6,3,2880,3192,"2",0,0,4,8,2180,700,1919,0,"98103",47.6506,-122.332,1870,4533 +"0518500700","20140507T000000",630000,2,2.25,2550,5663,"1",0,0,3,10,1720,830,2011,0,"98056",47.5304,-122.202,2560,3828 +"3580900260","20140505T000000",340000,5,1,1120,9022,"1.5",0,0,4,7,1120,0,1962,0,"98034",47.7296,-122.24,1310,7500 +"1974300060","20140923T000000",570000,4,2.75,3140,10918,"1",0,0,3,8,1900,1240,1968,1986,"98034",47.7086,-122.243,3170,10918 +"0624069035","20141209T000000",2.75e+006,4,4,4130,5575,"2",1,4,4,10,2860,1270,1993,0,"98075",47.5968,-122.083,2980,5575 +"5152980070","20150102T000000",514500,4,2.5,2990,9614,"1",0,2,4,9,1740,1250,1976,0,"98003",47.3424,-122.329,3370,12085 +"2624039114","20150413T000000",360000,2,1,1120,12625,"1",0,3,3,7,1120,0,1940,0,"98136",47.5397,-122.385,1880,6828 +"4337000200","20141217T000000",228900,4,1.5,1570,8775,"1",0,0,3,7,1570,0,1943,0,"98166",47.4789,-122.335,980,8775 +"7203100550","20140625T000000",660000,3,2.75,2210,4000,"2",0,0,3,8,2210,0,2008,0,"98053",47.6954,-122.017,2230,4674 +"2782100260","20150303T000000",647000,4,2.5,2390,5800,"2",0,0,3,9,2390,0,2000,0,"98075",47.5965,-122.038,2590,6507 +"1737320060","20140610T000000",366000,3,1.75,1520,8625,"1",0,0,3,8,1520,0,1976,0,"98011",47.7687,-122.223,2080,9200 +"7972604001","20140718T000000",354000,5,1.75,1830,7986,"1",0,0,4,7,1060,770,1962,0,"98106",47.5208,-122.35,1410,7260 +"2719100240","20140519T000000",850000,4,3.5,2640,5900,"2",0,2,3,8,2640,0,1937,1998,"98136",47.5421,-122.383,1700,5900 +"3904990570","20140524T000000",496700,3,2.5,1740,5782,"2",0,0,4,8,1740,0,1989,0,"98029",47.5783,-122.001,2080,5782 +"7399000350","20141104T000000",300000,3,2,1550,8300,"1",0,0,4,8,1550,0,1965,0,"98055",47.4654,-122.195,1860,8000 +"6400700189","20141017T000000",390000,3,1,1040,8075,"1",0,0,4,7,1040,0,1961,0,"98033",47.6701,-122.176,1450,8075 +"4305200070","20140519T000000",350000,3,2.25,1640,7200,"2",0,0,4,8,1640,0,1985,0,"98007",47.5948,-122.153,1830,8372 +"4305200070","20140922T000000",561000,3,2.25,1640,7200,"2",0,0,4,8,1640,0,1985,0,"98007",47.5948,-122.153,1830,8372 +"2201500240","20140730T000000",475000,3,1.75,1260,10065,"1",0,0,3,7,1260,0,1954,2014,"98006",47.5727,-122.138,1320,10278 +"3277800729","20141016T000000",275000,3,1.5,1170,1174,"2",0,0,3,7,840,330,2007,0,"98126",47.5459,-122.376,1170,2537 +"2525310320","20141028T000000",290000,3,1.75,1590,13500,"1",0,0,4,7,1090,500,1980,0,"98038",47.3621,-122.031,1540,10375 +"2215901840","20150211T000000",199000,3,2.5,1750,6725,"1",0,0,3,7,1330,420,1993,0,"98038",47.352,-122.058,1670,7744 +"1796700160","20150324T000000",279900,4,2.5,1770,4338,"2",0,0,3,7,1770,0,2001,0,"98042",47.3672,-122.099,1770,6606 +"4218400671","20150505T000000",1.655e+006,4,2.25,3530,5500,"2",0,0,3,8,2860,670,1940,0,"98105",47.6618,-122.273,2840,5500 +"6415100350","20150413T000000",405000,3,2.5,2160,10200,"1",0,0,3,7,1360,800,1978,0,"98133",47.7295,-122.331,2010,7850 +"7504020400","20150127T000000",615000,4,2.25,2360,15860,"1",0,0,3,9,2360,0,1977,0,"98074",47.6307,-122.051,2650,11798 +"8732190070","20141002T000000",268000,3,1.75,1980,12543,"1",0,0,3,8,1180,800,1978,0,"98023",47.3104,-122.394,2090,8539 +"2826049200","20140825T000000",451000,4,1.5,1620,5444,"1.5",0,0,3,8,1620,0,1955,0,"98125",47.7065,-122.297,1620,6912 +"8682292190","20141215T000000",850000,2,2.75,2700,9854,"1",0,0,3,9,2700,0,2012,0,"98053",47.7187,-122.024,1440,4168 +"2524049250","20140921T000000",1.18e+006,5,2.25,3270,16553,"2",0,2,5,9,2470,800,1968,0,"98040",47.5428,-122.236,3690,17916 +"7972603385","20140516T000000",245000,2,1,870,6150,"1",0,0,3,6,870,0,1941,0,"98106",47.5256,-122.347,1120,6150 +"4454800060","20140626T000000",450000,2,1.75,840,3340,"1",0,0,3,6,700,140,1912,0,"98107",47.6692,-122.359,1700,3980 +"8910500226","20150409T000000",370350,3,3.5,1340,1168,"2",0,2,3,8,1080,260,2002,0,"98133",47.711,-122.356,1650,1378 +"1972202505","20140729T000000",543000,3,2.5,1540,1256,"3",0,0,3,8,1540,0,2004,0,"98103",47.6498,-122.346,1500,1350 +"6303400520","20150127T000000",265000,2,2,1650,8975,"1",0,0,5,6,1650,0,1942,0,"98146",47.5073,-122.36,1260,8668 +"7852020340","20150325T000000",497000,3,2.5,2630,4611,"2",0,0,3,8,2630,0,2001,0,"98065",47.5322,-121.868,2220,5250 +"3824100041","20150412T000000",419000,4,2.25,1880,9727,"1",0,0,3,7,1100,780,1979,0,"98028",47.7731,-122.257,1790,10274 +"3904990260","20140724T000000",545800,4,2.5,1980,4500,"2",0,0,3,8,1980,0,1989,0,"98029",47.579,-122.001,1770,4595 +"0204000140","20150403T000000",403000,3,1,1500,10730,"1",0,0,3,7,1000,500,1977,0,"98053",47.6385,-121.966,1570,12210 +"6083000071","20141110T000000",195000,3,2,1230,8235,"1.5",0,0,3,6,1230,0,1959,0,"98168",47.4853,-122.304,1080,10281 +"6819100111","20141211T000000",1.125e+006,4,2.5,2520,2600,"2",0,0,5,8,1670,850,1925,0,"98119",47.6434,-122.358,2290,3600 +"7806210400","20140929T000000",255000,5,1.75,1970,8925,"1",0,0,5,7,1170,800,1977,0,"98002",47.2925,-122.196,1910,8025 +"4375700055","20140627T000000",500000,2,1.5,1520,8040,"1",0,0,5,7,1520,0,1951,0,"98125",47.7131,-122.306,1440,8040 +"0207500012","20140505T000000",855000,4,2.75,2600,5390,"1",0,0,4,8,1300,1300,1960,0,"98199",47.6382,-122.397,2550,5600 +"2731600045","20150107T000000",390000,4,2,2290,9200,"1.5",0,0,3,7,2290,0,1920,0,"98166",47.4678,-122.363,2140,9200 +"1953400570","20150324T000000",339000,3,2,1979,8470,"1",0,2,4,7,1329,650,1956,0,"98198",47.3912,-122.301,1650,8591 +"2883200139","20150306T000000",1.325e+006,4,3.5,2170,3672,"2",0,0,3,9,2170,0,1905,1989,"98115",47.6828,-122.329,1950,3450 +"3345100251","20150217T000000",429900,4,1.5,1820,17918,"1",0,0,4,8,1190,630,1962,0,"98056",47.521,-122.179,1890,15241 +"1387301740","20140925T000000",370900,3,1.5,1200,8560,"1",0,0,4,7,1200,0,1975,0,"98011",47.7392,-122.194,1550,7800 +"3214200070","20150429T000000",457500,3,1,1210,7636,"1",0,0,4,7,1210,0,1952,0,"98118",47.5377,-122.266,1530,5900 +"1937300193","20150227T000000",499000,4,2.5,1970,2601,"2",0,0,3,7,1440,530,1999,0,"98144",47.5949,-122.308,1760,3025 +"2821049082","20150212T000000",225000,2,1,1040,11500,"1",0,0,5,7,1040,0,1947,0,"98003",47.2791,-122.3,1300,11954 +"2207500200","20140915T000000",615000,3,1.75,1920,4000,"1",0,0,3,7,1070,850,1950,0,"98102",47.6392,-122.318,2280,4000 +"9528104286","20150113T000000",455000,2,1.5,1020,1146,"3",0,0,3,7,1020,0,2001,0,"98115",47.6774,-122.325,1138,1156 +"8901001170","20140514T000000",458000,3,1,1660,7500,"1",0,0,4,7,1060,600,1940,0,"98125",47.7105,-122.306,1450,7500 +"3260200200","20141030T000000",580000,3,2.25,1670,7416,"1",0,0,4,7,1220,450,1974,0,"98005",47.6028,-122.172,1710,7416 +"1853080640","20140514T000000",966000,5,4.5,3810,8019,"2",0,0,3,10,3810,0,2008,0,"98074",47.5915,-122.058,3390,7713 +"0986000045","20141007T000000",240000,4,1.75,2020,10332,"1",0,0,3,7,1010,1010,1954,0,"98168",47.5059,-122.303,2240,8379 +"4322200105","20150331T000000",229050,1,1,420,3298,"1",0,0,4,4,420,0,1949,0,"98136",47.5375,-122.391,1460,4975 +"1453600681","20150223T000000",328500,3,2.25,1390,1407,"3",0,0,3,7,1390,0,2004,0,"98125",47.7227,-122.296,1390,1628 +"3365900041","20150121T000000",319000,3,1.5,2010,10100,"1",0,0,4,7,1110,900,1964,0,"98168",47.4738,-122.266,1900,10100 +"9294300070","20140502T000000",650000,4,2,1820,5000,"1.5",0,1,3,7,1640,180,1945,0,"98115",47.6815,-122.269,2060,5000 +"5096300140","20150217T000000",398500,3,2.5,1630,1971,"2",0,0,3,8,1630,0,1996,0,"98177",47.7753,-122.375,1630,3451 +"0985001275","20140620T000000",250000,1,1,800,16306,"1",0,0,2,6,680,120,1931,0,"98168",47.4916,-122.308,1270,8666 +"6669200370","20140626T000000",815000,3,2,2270,11989,"1",0,0,4,9,2270,0,1968,0,"98040",47.5434,-122.229,2880,12439 +"3885806840","20150316T000000",1.065e+006,3,2.75,2290,5002,"2",0,0,4,9,1950,340,1995,0,"98033",47.6811,-122.207,2290,5100 +"2025079037","20141001T000000",510000,3,2.25,2750,219542,"2",0,0,3,7,1870,880,1981,0,"98014",47.6367,-121.948,2430,219542 +"3812400202","20141114T000000",156000,2,1.75,590,6138,"1",0,0,2,5,590,0,1947,0,"98118",47.545,-122.278,1360,7112 +"4136880140","20140522T000000",254500,4,2.75,2570,7264,"2",0,0,3,8,1720,850,1998,0,"98092",47.258,-122.208,2420,7911 +"0258500059","20140721T000000",760000,3,2.5,2050,15020,"1",0,2,3,9,1600,450,1960,0,"98177",47.759,-122.371,2930,15050 +"8016250140","20150506T000000",210000,3,2.5,1610,6732,"2",0,0,3,7,1610,0,1994,0,"98030",47.3658,-122.172,1680,7414 +"5153100030","20140825T000000",349950,3,2.5,2140,7715,"2",0,0,3,7,2140,0,1991,0,"98198",47.384,-122.322,1990,7628 +"1377800135","20150402T000000",676000,3,2,1730,6784,"2.5",0,0,4,7,1730,0,1942,0,"98199",47.6462,-122.403,1210,6784 +"7549800045","20150102T000000",475000,4,3.5,2440,3052,"2",0,0,3,8,1940,500,2006,0,"98108",47.555,-122.309,2390,4600 +"3179101070","20140630T000000",880000,4,2.75,3220,4392,"1.5",0,0,4,9,2320,900,1931,0,"98105",47.6713,-122.276,2310,5795 +"0629800520","20140903T000000",1.209e+006,4,3.25,4330,26162,"2",0,0,3,11,4330,0,1997,0,"98074",47.6009,-122.011,5110,26319 +"7129302800","20141212T000000",420000,3,1.5,1780,5000,"1",0,4,4,7,1030,750,1958,0,"98118",47.5168,-122.256,1780,7500 +"2450000320","20140523T000000",607000,3,1,1230,8114,"1",0,0,4,7,1230,0,1951,0,"98004",47.5822,-122.196,2220,8114 +"6804600990","20141124T000000",475000,4,1.75,2160,19283,"2",0,0,3,8,2160,0,1981,0,"98011",47.7603,-122.169,1990,9744 +"3389900800","20141022T000000",395000,2,1.75,1400,2500,"1",0,0,5,7,710,690,1916,0,"98116",47.5628,-122.391,1250,5700 +"0524059208","20150220T000000",650000,4,1.75,1900,10454,"1",0,0,4,7,1180,720,1954,0,"98004",47.5933,-122.195,2060,11325 +"1523069128","20150331T000000",625000,5,2.75,2910,85377,"1",0,0,4,8,1510,1400,1966,0,"98027",47.48,-122.03,2160,66120 +"5701700640","20140729T000000",849000,3,3,2960,42159,"2",0,0,3,10,2960,0,1995,0,"98052",47.7183,-122.1,2640,25209 +"4077800247","20140610T000000",429950,3,1.5,2010,9480,"1",0,0,3,8,1570,440,1951,0,"98125",47.7102,-122.281,1920,8791 +"3629860160","20141028T000000",825000,3,2.5,3760,5260,"2",0,0,3,9,3230,530,2002,0,"98029",47.5489,-122.007,3080,5312 +"2877102180","20140829T000000",505000,2,1,1020,5000,"1",0,0,4,7,1020,0,1916,0,"98117",47.6781,-122.363,1480,5000 +"7203101610","20140512T000000",265000,2,1,1290,2828,"2",0,0,3,7,1290,0,2008,0,"98053",47.6968,-122.025,1290,2628 +"3342100685","20140625T000000",283000,3,1,890,8400,"1",0,0,4,6,890,0,1954,0,"98056",47.5168,-122.204,1850,5565 +"3575301550","20150407T000000",560000,3,2.75,1620,7500,"1",0,0,5,7,1140,480,1979,0,"98074",47.6175,-122.065,1900,7500 +"1829300260","20141113T000000",765000,4,2.5,3360,13636,"2",0,0,3,10,3360,0,1987,0,"98074",47.6373,-122.042,2980,10615 +"6071000030","20140722T000000",610000,5,2.75,2930,31411,"1",0,0,4,9,1520,1410,1975,0,"98006",47.5576,-122.186,3070,12378 +"4099100260","20140903T000000",589000,3,2.5,2940,4799,"1",0,0,3,9,1710,1230,1996,0,"98033",47.6681,-122.184,2540,4616 +"3365900520","20140618T000000",192500,3,1,1080,8580,"1.5",0,0,3,6,1080,0,1900,0,"98168",47.4716,-122.262,1800,12672 +"8964800890","20150109T000000",3.2e+006,3,3.25,4560,13363,"1",0,4,3,11,2760,1800,1995,0,"98004",47.6205,-122.214,4060,13362 +"7977200055","20150213T000000",550000,3,1,1010,6120,"1",0,0,3,7,860,150,1940,0,"98115",47.6861,-122.296,1930,6120 +"7589700106","20141014T000000",460000,2,1.5,1790,3760,"1.5",0,0,4,8,1280,510,1928,0,"98117",47.6871,-122.373,1540,5080 +"9324300030","20140703T000000",264500,4,2.25,2060,11385,"1",0,0,4,7,1200,860,1962,0,"98023",47.314,-122.363,2110,11385 +"5347200070","20150427T000000",339000,3,1,1150,2496,"1",0,0,3,6,1010,140,1947,0,"98126",47.5194,-122.376,1340,1203 +"2771600550","20141112T000000",950000,4,3.5,4030,4200,"3",0,0,3,9,4030,0,1992,0,"98199",47.6416,-122.386,2130,5000 +"5456000135","20140822T000000",677500,3,1.75,2020,9718,"1",0,0,3,8,2020,0,1956,0,"98040",47.574,-122.21,2370,8604 +"0629811360","20141205T000000",690000,4,2.5,2740,8120,"2",0,0,3,9,2740,0,1999,0,"98074",47.6123,-122.006,2780,8344 +"1354600160","20140509T000000",312000,4,2.25,1930,7452,"1",0,0,3,7,1430,500,1984,0,"98031",47.4098,-122.189,1714,7200 +"8566100160","20141022T000000",840000,5,1.75,2500,11617,"1",0,0,4,9,1560,940,1966,0,"98040",47.5361,-122.217,3370,11617 +"5104520550","20140701T000000",357500,3,3.5,2080,5100,"2",0,0,3,8,2080,0,2004,0,"98038",47.35,-122.005,2080,5100 +"2819100140","20150427T000000",675000,3,1.5,1460,6480,"1",0,2,4,7,980,480,1940,0,"98117",47.6962,-122.397,2180,6912 +"7298020140","20141021T000000",515000,3,2.75,3290,11441,"2",0,0,4,10,3290,0,1988,0,"98023",47.3052,-122.34,2600,12070 +"8929000140","20140623T000000",491234,4,2.5,1540,1860,"2",0,0,3,8,1540,0,2014,0,"98029",47.5521,-121.999,1210,1090 +"9407600070","20150319T000000",290000,3,2,1310,6265,"1",0,0,3,7,1310,0,1988,0,"98038",47.3893,-122.051,1100,6360 +"2896000510","20140821T000000",490000,4,2.5,2120,7820,"1",0,0,3,8,1280,840,1975,0,"98052",47.6743,-122.145,2350,8605 +"1938000140","20150428T000000",810000,4,2,2920,10424,"1",0,0,5,8,1520,1400,1964,0,"98005",47.5876,-122.172,2360,10696 +"4331000400","20150220T000000",252000,3,1.5,1150,13200,"1",0,0,3,7,1150,0,1956,0,"98166",47.4752,-122.345,1220,13066 +"4031700030","20150410T000000",299999,3,2.5,2380,9719,"2",0,0,3,8,2380,0,2001,0,"98001",47.2932,-122.283,2830,11505 +"1722800860","20150309T000000",400000,3,2.75,2220,5000,"2",0,0,3,7,2220,0,1993,0,"98108",47.5515,-122.324,960,5000 +"2491200955","20141229T000000",530000,5,2,3020,6000,"1.5",0,0,5,7,1860,1160,1925,0,"98126",47.5207,-122.378,1380,6000 +"2013802030","20140911T000000",357000,3,2,2460,53882,"1",1,4,3,7,2460,0,1955,0,"98198",47.3811,-122.325,2660,32625 +"1923300135","20150310T000000",365000,3,1.75,1820,5555,"1",0,0,4,7,1030,790,1939,0,"98103",47.6867,-122.352,1420,4000 +"2391600335","20150203T000000",804000,4,2.5,2620,5060,"2",0,0,3,9,2620,0,2005,0,"98116",47.5634,-122.394,900,5060 +"2425039017","20140904T000000",808250,3,2,1750,2640,"1",0,0,3,8,1010,740,1914,2005,"98119",47.6419,-122.368,1750,4560 +"6752600320","20150514T000000",360000,4,2.5,2020,7289,"2",0,0,3,7,2020,0,1994,0,"98031",47.401,-122.171,2090,7259 +"0193300140","20141023T000000",240000,3,1.75,1240,10956,"1",0,0,3,6,1240,0,1987,0,"98042",47.3705,-122.15,1240,8137 +"5651010320","20140722T000000",335000,2,2,1380,5840,"1",0,0,3,7,1380,0,1988,0,"98011",47.7732,-122.172,1810,5035 +"0243000045","20140829T000000",380000,3,1.75,1920,8775,"1",0,0,3,7,1920,0,1953,0,"98166",47.4544,-122.351,1560,8100 +"1558100398","20140515T000000",350000,3,1.75,1680,250470,"1",0,0,4,7,1070,610,1940,0,"98019",47.7624,-121.93,1680,360000 +"4204400339","20140925T000000",194000,3,1,1400,7955,"1",0,0,3,7,1400,0,1964,0,"98055",47.4848,-122.221,1160,14959 +"9567800140","20150325T000000",310000,3,1,1240,7194,"1",0,0,3,6,1090,150,1936,0,"98011",47.7636,-122.202,2090,8514 +"4046500140","20150209T000000",315000,3,1.75,1410,15134,"1",0,0,3,7,1410,0,1980,0,"98014",47.6931,-121.921,1770,15337 +"2115510160","20141208T000000",258950,3,1.75,1440,8050,"1",0,0,3,8,1440,0,1985,0,"98023",47.3187,-122.39,1790,7488 +"9828702518","20140617T000000",479000,2,2.25,1230,932,"2",0,0,3,8,1020,210,2004,0,"98112",47.6192,-122.301,1230,1064 +"3888100117","20141110T000000",510000,5,1.5,1550,9750,"1",0,0,4,7,1550,0,1966,0,"98033",47.6811,-122.169,1970,9750 +"1775900140","20140709T000000",400000,3,2,1760,6875,"1",0,0,4,8,1760,0,1967,0,"98072",47.74,-122.093,1670,13650 +"6645950070","20150401T000000",1.45e+006,4,3.5,5000,38012,"2",0,0,3,11,3610,1390,2004,0,"98029",47.554,-122.036,3850,18054 +"6840701160","20141029T000000",680000,5,2,2140,5000,"1.5",0,0,4,7,2020,120,1913,0,"98122",47.6044,-122.299,1810,4400 +"1336800240","20140508T000000",1.75e+006,6,3,3510,5760,"2.5",0,0,4,10,3510,0,1906,0,"98112",47.6263,-122.312,3450,5760 +"3830200140","20140804T000000",335000,3,1.75,2010,9417,"1",0,0,4,8,1500,510,1967,0,"98030",47.373,-122.185,1200,8250 +"2473510260","20140623T000000",460000,5,2.5,3390,9760,"1",0,0,5,8,1750,1640,1978,0,"98058",47.4462,-122.137,2360,9600 +"5056500260","20140502T000000",440000,4,2.25,2160,8119,"1",0,0,3,8,1080,1080,1966,0,"98006",47.5443,-122.177,1850,9000 +"8682280260","20150326T000000",412250,2,2,1300,2983,"1",0,0,3,8,1300,0,2006,0,"98053",47.703,-122.015,1510,3876 +"7338000800","20141120T000000",185000,3,1.5,1280,4031,"2",0,0,4,6,1280,0,1985,0,"98002",47.3342,-122.215,1150,4500 +"3260701160","20150407T000000",286500,3,2,1840,8140,"1",0,0,4,7,1040,800,1975,0,"98003",47.3106,-122.325,1600,6720 +"3793500510","20150502T000000",422000,4,2.5,3200,6691,"2",0,0,3,7,3200,0,2002,0,"98038",47.367,-122.031,2610,6510 +"9485950340","20150319T000000",408000,3,2.25,2800,35362,"2",0,0,3,9,2800,0,1985,0,"98042",47.3507,-122.089,2800,37058 +"2011400662","20141027T000000",306500,2,1,1390,19988,"1",0,2,4,7,1390,0,1949,0,"98198",47.3985,-122.321,2580,10490 +"6699940320","20150413T000000",359900,4,2.5,2600,5188,"2",0,0,3,8,2600,0,2005,0,"98038",47.3451,-122.04,2610,5188 +"6134500070","20140709T000000",560000,3,2.5,1960,6058,"2",0,0,3,8,1960,0,2002,0,"98053",47.6319,-122.007,2480,6656 +"8807810890","20140827T000000",259875,3,1,1250,21303,"1",0,0,3,6,1250,0,1970,0,"98053",47.6625,-122.059,1250,17920 +"8807810890","20141105T000000",385000,3,1,1250,21303,"1",0,0,3,6,1250,0,1970,0,"98053",47.6625,-122.059,1250,17920 +"6453300055","20141007T000000",188000,1,1,550,16345,"1",0,0,3,4,550,0,1945,0,"98106",47.5181,-122.339,1100,9240 +"1118001820","20140615T000000",1.142e+006,4,3.25,2500,5801,"1.5",0,0,3,8,1960,540,1926,0,"98112",47.632,-122.29,3670,7350 +"8570900023","20141010T000000",255000,3,1,1250,10094,"1",0,0,4,6,1250,0,1927,0,"98045",47.4987,-121.781,1300,10094 +"0629000510","20140730T000000",1.185e+006,4,2.75,3020,8622,"2",0,0,3,9,3020,0,1976,2003,"98004",47.5866,-122.201,3060,14303 +"2028701000","20140529T000000",635200,4,1.75,1640,4240,"1",0,0,5,7,920,720,1921,0,"98117",47.6766,-122.368,1300,4240 +"7147400045","20150428T000000",355000,3,1.75,1870,8250,"2",0,0,3,7,1870,0,1956,1979,"98188",47.445,-122.285,1350,8714 +"3180100023","20150130T000000",544000,3,2.5,1760,1755,"3.5",0,0,3,8,1760,0,1998,0,"98105",47.6688,-122.279,1700,1721 +"1032000079","20150422T000000",402000,3,1.5,1320,3145,"2",0,0,3,7,1320,0,1998,0,"98144",47.5909,-122.297,1320,3002 +"7010700860","20141226T000000",575000,4,1.5,1430,4163,"1.5",0,0,3,7,1430,0,1910,0,"98199",47.6606,-122.397,1500,4000 +"5547500070","20140724T000000",216000,3,1.75,1580,9705,"1",0,0,4,7,1580,0,1977,0,"98042",47.3819,-122.09,1580,9942 +"7237501040","20140617T000000",1.2e+006,4,3.5,4170,9748,"2",0,0,3,11,4170,0,2004,0,"98059",47.528,-122.132,4560,10589 +"7284900030","20140522T000000",850000,4,3.25,3090,6744,"2",0,4,3,9,3090,0,1923,2015,"98177",47.768,-122.388,2020,6656 +"3277801646","20140516T000000",238000,3,2,1020,1204,"2",0,0,3,7,720,300,2004,0,"98126",47.5445,-122.376,1360,1506 +"8722101370","20150413T000000",625000,4,1.75,2180,4431,"1.5",0,0,3,8,2020,160,1912,0,"98112",47.636,-122.302,1890,4400 +"2436200200","20140701T000000",1.11e+006,5,3.25,3350,4000,"2",0,0,4,8,2510,840,1997,0,"98105",47.6645,-122.291,1620,4000 +"2716600273","20140528T000000",820000,3,2.5,2510,5503,"2",0,2,3,9,2510,0,1995,0,"98136",47.5419,-122.383,1790,6099 +"1795700030","20141201T000000",355000,3,2.5,1880,5290,"1",0,0,3,8,1250,630,1974,0,"98108",47.5401,-122.3,2030,5092 +"9421500160","20150303T000000",495000,4,1.5,1810,7998,"1",0,0,3,8,1210,600,1960,0,"98125",47.726,-122.297,1830,7763 +"4139910030","20150302T000000",1.3e+006,5,2.5,4170,33310,"2",0,0,4,11,4170,0,1991,0,"98006",47.5455,-122.126,4670,37960 +"3080000030","20140505T000000",398750,3,2.5,2230,4000,"2",0,0,3,7,2230,0,1954,0,"98144",47.5801,-122.306,1310,4000 +"2568200070","20140716T000000",835000,4,2.5,3650,7784,"2",0,0,3,9,3650,0,2006,0,"98052",47.7066,-122.101,3150,6442 +"1546600565","20141002T000000",705000,6,2.75,2830,10579,"1",0,0,4,8,1430,1400,1967,0,"98005",47.636,-122.171,2060,10745 +"9187200045","20150504T000000",625000,4,1.5,2120,5000,"2",0,0,4,8,2120,0,1900,0,"98122",47.6024,-122.296,1830,5000 +"8078450340","20150211T000000",550000,4,2.5,2090,6926,"2",0,0,3,8,2090,0,1990,0,"98074",47.6339,-122.022,2000,7151 +"9297301535","20140529T000000",540000,3,1.5,2600,5085,"1",0,0,4,7,1400,1200,1940,0,"98126",47.5659,-122.376,1320,4000 +"6431000196","20140604T000000",519000,2,1,830,2820,"1",0,0,4,7,830,0,1920,0,"98103",47.689,-122.347,1460,3150 +"9406520260","20150128T000000",311000,4,2.5,1975,8734,"2",0,0,3,7,1975,0,1996,0,"98038",47.363,-122.034,1975,8538 +"9510900140","20150406T000000",305000,4,2.5,1900,7000,"1",0,0,2,7,1420,480,1968,0,"98023",47.3092,-122.376,1600,7600 +"7932600140","20140703T000000",395000,4,2.75,2640,35070,"1.5",0,0,3,8,2640,0,1963,0,"98058",47.4242,-122.181,2520,34986 +"7864500140","20141107T000000",275000,4,1.5,1610,6923,"1",0,0,3,6,1010,600,1969,0,"98198",47.3747,-122.306,1320,7684 +"3629960550","20140807T000000",450000,3,3.25,1770,1863,"2",0,0,3,8,1430,340,2003,0,"98029",47.5478,-122.005,1410,1375 +"2239000016","20140911T000000",324000,2,1,1070,6000,"1",0,0,3,7,1070,0,1955,0,"98133",47.7307,-122.332,1490,7622 +"1069000070","20150415T000000",2.795e+006,5,3.25,4590,12793,"2",0,2,5,11,3590,1000,1928,0,"98199",47.6453,-122.41,2920,8609 +"1972201550","20140716T000000",565000,4,1,1540,2452,"1.5",0,0,4,7,1540,0,1906,0,"98103",47.6522,-122.348,1290,3360 +"5469000140","20140707T000000",373000,4,1.75,1590,7920,"2",0,0,4,7,1590,0,1960,0,"98133",47.7456,-122.336,1720,7998 +"7871500685","20140708T000000",613000,2,2,1170,1890,"1.5",0,1,4,8,1170,0,1927,0,"98119",47.6402,-122.371,2160,4000 +"7214820200","20141107T000000",614000,4,2.25,2880,9996,"1",0,0,4,8,1920,960,1981,0,"98072",47.7584,-122.143,2410,10584 +"6072300800","20150505T000000",595000,4,1.75,2510,8989,"1",0,0,4,8,1680,830,1964,0,"98006",47.5569,-122.172,2510,8931 +"6817801040","20140821T000000",440000,2,1,1280,12086,"1",0,0,3,7,850,430,1983,0,"98074",47.634,-122.033,1280,10452 +"6117500160","20150317T000000",425000,3,1.5,1570,12412,"1",0,3,3,8,1570,0,1954,0,"98166",47.438,-122.349,2130,12412 +"5100401516","20140925T000000",407000,2,1,740,6380,"1",0,0,3,6,740,0,1912,0,"98115",47.6929,-122.318,1800,6380 +"6751100125","20140825T000000",472000,3,1.5,1740,9038,"1",0,0,4,7,1740,0,1955,0,"98007",47.5897,-122.136,1390,9770 +"2771602420","20140617T000000",472000,3,2.5,1180,1262,"3",0,0,3,8,1180,0,2010,0,"98119",47.6381,-122.375,1180,2632 +"3585900045","20141022T000000",1.25e+006,5,2.75,2960,28300,"1",0,3,4,9,2160,800,1959,0,"98177",47.7606,-122.37,2940,23250 +"2492200055","20140708T000000",412000,3,1.75,1880,5752,"1",0,0,4,7,940,940,1945,0,"98126",47.5354,-122.378,1110,5201 +"0461004730","20150406T000000",717000,3,1,1150,5000,"1",0,0,3,8,1150,0,1959,2015,"98117",47.6805,-122.369,1160,5000 +"4038000055","20140812T000000",425000,3,1,1320,7076,"1",0,0,4,7,1320,0,1959,0,"98008",47.6131,-122.123,1510,9000 +"4338800685","20140819T000000",299999,4,2,1640,7200,"1",0,0,5,6,820,820,1944,0,"98166",47.4791,-122.347,1640,8200 +"2215901230","20150507T000000",254000,3,2,1470,7694,"1",0,0,4,7,1470,0,1992,0,"98038",47.3539,-122.054,1580,7480 +"2730000270","20150212T000000",178500,3,1,900,10511,"1",0,0,4,6,900,0,1961,0,"98001",47.2883,-122.272,1460,10643 +"2397100560","20141121T000000",800000,3,1.75,1510,3600,"1",0,0,5,8,1230,280,1910,0,"98119",47.6387,-122.363,1300,3600 +"5100403754","20140911T000000",420000,3,1,1440,5623,"1",0,0,4,6,720,720,1922,0,"98115",47.696,-122.319,1280,5623 +"5634500891","20150312T000000",319900,2,1,1380,9251,"1",0,0,3,7,1380,0,1940,0,"98028",47.7486,-122.249,1870,12158 +"3834000004","20150302T000000",350000,2,1.5,1150,7552,"1",0,1,3,7,1150,0,1944,0,"98125",47.7298,-122.286,1910,8145 +"5569700075","20140528T000000",968000,6,2.75,3610,17580,"1",0,4,5,9,2070,1540,1959,0,"98075",47.5739,-122.069,2890,14060 +"0476000338","20150225T000000",491000,3,2,1250,1306,"3",0,0,3,7,1250,0,2000,0,"98107",47.6705,-122.39,1320,1306 +"3299610260","20150421T000000",948000,3,2.5,3510,9824,"2",0,0,3,9,3510,0,2002,0,"98075",47.5635,-122.032,3510,10588 +"4441300075","20140924T000000",900000,3,2.5,2260,9577,"2",0,0,3,8,1700,560,1925,2004,"98117",47.6928,-122.399,1740,10240 +"1796200140","20150309T000000",270000,3,1.75,2840,9800,"1",0,0,4,7,1420,1420,1977,0,"98042",47.3516,-122.119,1650,9590 +"5029451230","20140617T000000",198000,3,1.5,1430,7347,"1",0,0,3,7,820,610,1980,0,"98023",47.2927,-122.369,1430,8723 +"2523039282","20141121T000000",250000,2,1,1420,21158,"1",0,0,3,7,1420,0,1953,0,"98166",47.4594,-122.359,1220,8625 +"3629971290","20140730T000000",615000,4,2.5,2120,3720,"2",0,0,3,8,2120,0,2004,0,"98029",47.5526,-121.994,2170,3720 +"8078350520","20140916T000000",550000,3,2.5,2080,7749,"2",0,0,3,8,2080,0,1988,0,"98029",47.5723,-122.021,2210,7471 +"3395380200","20141017T000000",190000,2,2.5,1370,3438,"2",0,0,3,7,1370,0,1987,0,"98188",47.4606,-122.283,1370,2308 +"1687910200","20141007T000000",629000,4,2.25,1900,11171,"1",0,0,3,8,1280,620,1984,0,"98006",47.561,-122.126,2330,9934 +"3818700016","20141007T000000",434000,3,1.75,1660,8301,"1",0,0,5,7,1660,0,1955,0,"98028",47.7647,-122.263,1660,9489 +"9842300036","20141008T000000",415885,3,1,1310,4163,"1",0,0,4,7,1310,0,1964,0,"98126",47.5301,-122.381,1120,4166 +"4206901550","20140602T000000",550000,3,2.5,1840,3035,"1",0,0,3,7,920,920,1926,0,"98105",47.6557,-122.327,1780,4000 +"3878900681","20150121T000000",272000,1,0.75,1040,6034,"1",0,1,3,7,580,460,1991,0,"98178",47.5078,-122.251,1560,5650 +"2195700270","20140627T000000",665000,3,2.5,2610,35000,"2",0,0,3,10,2610,0,1988,0,"98072",47.7377,-122.101,3060,35427 +"2824059128","20141009T000000",510000,3,2,1990,7405,"1",0,0,5,7,1990,0,1971,0,"98006",47.5421,-122.172,2120,6462 +"7635801370","20140904T000000",530000,3,2,3080,17700,"1",0,0,4,8,1740,1340,1965,0,"98166",47.4695,-122.366,2100,15100 +"1775910270","20141020T000000",355000,3,1,1200,16000,"1",0,0,3,7,1200,0,1970,0,"98072",47.7452,-122.101,1960,15500 +"5245400030","20150223T000000",255000,4,1,1250,9102,"1",0,0,3,7,1250,0,1955,0,"98148",47.4258,-122.327,1260,9180 +"2600400030","20140724T000000",790000,4,2.75,2640,9000,"2",0,0,3,10,2640,0,1990,0,"98052",47.6481,-122.125,2980,9137 +"3860900111","20141202T000000",695000,5,1.75,1790,9335,"2",0,0,5,8,1790,0,1952,0,"98004",47.5945,-122.201,1840,9612 +"9558800030","20141107T000000",255000,2,2,1140,8400,"1",0,0,2,7,1140,0,1954,0,"98148",47.4351,-122.335,1130,9375 +"0255000270","20140723T000000",410000,3,2.25,1790,5794,"1.5",0,0,3,7,1380,410,1985,0,"98072",47.7477,-122.171,2140,7769 +"3526039074","20140625T000000",650000,4,2.75,1910,16532,"1",0,0,4,7,1420,490,1940,0,"98117",47.6952,-122.39,2300,8250 +"4083304355","20150318T000000",675000,4,1.75,1530,3615,"1.5",0,0,4,7,1530,0,1913,0,"98103",47.6529,-122.334,1650,4200 +"6840701610","20140701T000000",332888,2,2.5,1050,1029,"2",0,0,3,8,950,100,2007,0,"98122",47.6018,-122.299,1350,3600 +"2212200270","20150220T000000",300000,3,1.75,1730,6900,"1",0,0,4,7,1130,600,1976,0,"98031",47.3915,-122.188,1950,7200 +"2203500140","20140801T000000",320000,4,1.5,1100,11824,"1",0,0,4,7,1100,0,1954,0,"98006",47.5704,-122.141,1380,11796 +"9353301070","20150508T000000",342500,5,2.25,2100,10726,"1",0,0,4,7,1050,1050,1963,0,"98059",47.4922,-122.134,2100,10726 +"1326059185","20150320T000000",752875,4,2.5,2800,72309,"2",0,0,3,9,2800,0,1992,0,"98072",47.7432,-122.112,2280,36420 +"0046100350","20140630T000000",1.73e+006,5,3.5,5000,26540,"2",0,3,3,10,3410,1590,2008,0,"98040",47.5665,-122.21,3360,17398 +"7987400316","20140814T000000",255000,1,0.5,880,1642,"1",0,0,3,6,500,380,1910,0,"98126",47.5732,-122.372,1410,2992 +"3971702325","20141103T000000",244000,3,2.5,1470,9337,"2",0,0,3,7,1470,0,1991,0,"98155",47.7651,-122.323,1360,8684 +"7419500200","20150401T000000",1.42e+006,5,3.25,3950,11438,"2",0,2,3,10,3430,520,2006,0,"98033",47.6898,-122.189,2070,10751 +"0923049468","20141110T000000",218000,3,1,980,12812,"1",0,0,3,7,980,0,1956,0,"98168",47.4892,-122.306,1430,8986 +"5589300435","20141203T000000",359000,4,1,2180,10617,"1.5",0,0,3,7,2180,0,1950,0,"98155",47.7522,-122.307,1360,9519 +"3303990030","20141027T000000",840000,4,2.75,3040,13559,"2",0,0,3,11,3040,0,2003,0,"98059",47.522,-122.149,3830,12202 +"2926069083","20140507T000000",900000,5,3.75,4130,226076,"2",0,0,3,9,3170,960,1985,0,"98077",47.715,-122.065,4130,55321 +"3622059157","20141009T000000",205000,4,1.75,1850,65340,"1.5",0,0,4,7,1850,0,1972,0,"98042",47.3468,-122.11,1750,40946 +"5466350160","20150121T000000",205000,3,2.5,1600,7295,"2",0,0,2,7,1600,0,1993,0,"98042",47.3904,-122.165,1410,9000 +"4174600262","20150408T000000",500000,2,1.5,2070,5432,"2",0,0,3,7,1370,700,1951,0,"98108",47.5571,-122.299,2070,5505 +"9477940390","20150109T000000",510000,4,2.5,3180,5405,"2",0,0,3,7,3180,0,2001,0,"98059",47.4905,-122.14,2610,5403 +"1126069045","20140620T000000",1.135e+006,6,4.25,6900,244716,"2",0,0,4,9,4820,2080,2002,0,"98077",47.7506,-122.012,4170,266587 +"6096500105","20150430T000000",1.545e+006,4,2.25,2640,3000,"2",0,0,3,7,2080,560,1908,0,"98109",47.6313,-122.344,1910,3000 +"2923069037","20140721T000000",210000,3,1.5,1920,61014,"1",0,0,3,6,1920,0,1953,0,"98038",47.4446,-122.074,1616,61014 +"5649300160","20141209T000000",597500,3,1.75,2030,32565,"1",0,0,3,8,1600,430,1981,0,"98052",47.7112,-122.098,2910,34190 +"3121059036","20141029T000000",400000,2,1,1140,101529,"1.5",0,0,3,6,1140,0,1932,0,"98092",47.2592,-122.228,1580,101529 +"6136900045","20140821T000000",412000,3,1,1660,6992,"1",0,0,5,7,1260,400,1952,0,"98155",47.7576,-122.318,1390,7359 +"2426039247","20150325T000000",299950,2,1.5,1390,1756,"3",0,0,3,7,1390,0,2005,0,"98133",47.7274,-122.357,1340,1756 +"8818400340","20150423T000000",1.081e+006,4,3,2490,4325,"1.5",0,0,3,8,1690,800,1922,2003,"98105",47.6628,-122.326,1960,4284 +"7429000240","20141118T000000",422500,4,2.5,2550,8824,"2",0,0,3,9,2550,0,1990,0,"98031",47.3979,-122.212,2630,11237 +"3888100030","20140714T000000",410000,3,2,1270,10227,"1",0,0,4,6,1270,0,1968,0,"98033",47.6876,-122.168,1470,9750 +"5699000070","20140528T000000",1.4e+006,4,3.25,2980,7000,"2",0,3,3,10,2140,840,1900,2014,"98144",47.5933,-122.292,2200,4800 +"8731982470","20140715T000000",245000,3,2,1470,8000,"1",0,0,4,8,1470,0,1974,0,"98023",47.3191,-122.385,1980,8000 +"6899990200","20140702T000000",720000,4,3,3550,12327,"1.5",0,0,4,10,2180,1370,1990,0,"98011",47.7533,-122.205,3170,12937 +"4154300505","20141024T000000",315000,2,1,780,7200,"1",0,0,2,6,780,0,1935,0,"98118",47.5609,-122.279,1750,7200 +"9268710140","20150224T000000",191950,2,2.5,1390,1302,"2",0,0,3,7,1390,0,1987,0,"98003",47.3081,-122.329,1390,2052 +"9290860140","20140923T000000",455000,4,2.5,2440,5001,"2",0,0,3,8,2440,0,2005,0,"98056",47.5108,-122.193,2260,5001 +"5708500270","20140516T000000",523000,3,1.5,1260,3135,"1.5",0,0,3,8,1260,0,1931,0,"98116",47.5755,-122.388,1700,4180 +"0016000200","20141024T000000",250000,3,2.25,1640,4420,"2",0,0,4,7,1640,0,1918,1983,"98002",47.311,-122.21,1230,6632 +"1352300520","20150113T000000",294000,3,3,1670,4120,"1.5",0,0,3,7,1140,530,1929,2012,"98055",47.4881,-122.199,1010,4120 +"5207200160","20141010T000000",490000,3,2.25,2380,6000,"1",0,0,3,8,2040,340,1961,0,"98115",47.6955,-122.275,1680,7200 +"9284800844","20140916T000000",310000,4,1,1030,5750,"1",0,0,3,7,1030,0,1971,0,"98126",47.553,-122.37,1250,5750 +"5602000105","20140721T000000",265000,3,1.5,1560,10489,"1",0,0,5,7,1560,0,1961,0,"98022",47.2048,-121.999,1400,10489 +"3585220340","20140811T000000",402000,4,1.75,1640,10500,"1",0,0,4,7,1010,630,1968,0,"98052",47.6933,-122.116,1680,7650 +"0220069083","20140509T000000",705000,2,2.5,2200,188200,"1",0,3,3,8,2200,0,2007,0,"98022",47.2458,-122.002,2700,84942 +"5104531290","20141124T000000",589450,4,2.5,3190,7941,"2",0,0,3,10,3190,0,2005,0,"98038",47.353,-122.002,3190,7255 +"8125200273","20141223T000000",219950,3,1.5,1200,8404,"1",0,0,3,7,1200,0,1964,0,"98188",47.4482,-122.269,2120,12000 +"3176600105","20140813T000000",750000,3,2.25,2250,5301,"2",0,0,4,8,1510,740,1975,0,"98115",47.6741,-122.271,2240,7200 +"6821101275","20140821T000000",478000,2,1.75,1960,6000,"1",0,0,4,7,980,980,1904,0,"98199",47.6531,-122.401,1650,6000 +"5379802090","20140714T000000",170000,3,1,1250,7015,"1",0,0,3,7,1250,0,1958,0,"98188",47.4548,-122.29,1510,11460 +"3211240320","20140612T000000",489950,4,2.25,2640,31941,"1",0,0,4,9,2640,0,1986,0,"98092",47.3099,-122.116,2780,35365 +"0486000520","20140606T000000",1.37e+006,2,2.25,2460,16940,"1.5",0,4,4,9,1930,530,1936,0,"98117",47.6792,-122.404,2260,6851 +"0705710640","20150302T000000",319950,3,2.5,1700,7000,"2",0,0,3,7,1700,0,1996,0,"98038",47.3798,-122.025,1950,7000 +"2185000685","20141124T000000",208417,2,1,840,4200,"1",0,0,3,5,840,0,1938,0,"98108",47.5292,-122.316,830,5000 +"7518502030","20141117T000000",410000,4,2,1900,5100,"1",0,0,3,6,950,950,1914,1973,"98117",47.6767,-122.38,1230,5100 +"4078300024","20140725T000000",590000,4,2.75,2160,4205,"1",0,3,3,7,1080,1080,1969,0,"98125",47.7081,-122.276,2450,6014 +"6071400710","20150429T000000",648000,3,1.75,1610,10229,"1",0,0,5,8,1610,0,1961,0,"98006",47.553,-122.174,2270,8800 +"4136950200","20140627T000000",255000,3,2.5,1720,6194,"2",0,0,3,8,1720,0,1998,0,"98092",47.2624,-122.221,1720,6211 +"9527300200","20140825T000000",465000,4,2.75,2190,3267,"2",0,0,3,8,2190,0,2004,0,"98072",47.7751,-122.168,2190,3619 +"6071000310","20150128T000000",622000,4,1.75,3020,10714,"1",0,0,5,8,1510,1510,1958,0,"98006",47.56,-122.181,2230,14400 +"9183702220","20140915T000000",306000,3,1.75,1980,9800,"1",0,0,3,7,1980,0,1991,0,"98030",47.3745,-122.224,1630,7650 +"0369000045","20141010T000000",617000,3,2.5,1880,5500,"2",0,0,4,7,1880,0,1947,2007,"98199",47.657,-122.393,1230,5500 +"2826049117","20140528T000000",438750,3,1.75,1610,6480,"1",0,0,4,7,1610,0,1947,0,"98125",47.7137,-122.307,1230,8040 +"0811000055","20140925T000000",1.28e+006,4,3,3260,4500,"2",0,0,3,9,2300,960,1930,2014,"98109",47.6314,-122.353,2410,4995 +"7154200070","20141124T000000",995000,5,3.25,3970,8029,"2",0,2,3,9,2970,1000,1979,0,"98177",47.7764,-122.385,2520,8214 +"2303900045","20140623T000000",1.58e+006,4,2.5,4570,74487,"2",0,4,5,12,4570,0,1948,1985,"98177",47.7282,-122.372,3810,74487 +"1254200045","20150422T000000",635000,5,2.75,2620,5500,"1.5",0,0,3,7,1710,910,1911,0,"98117",47.6806,-122.388,1790,5500 +"8731730710","20140728T000000",215000,3,1,1180,9000,"1",0,0,4,7,1180,0,1970,0,"98031",47.39,-122.166,1290,8316 +"9528104109","20141027T000000",530000,3,2.5,1365,1090,"3",0,0,3,7,1315,50,2003,0,"98115",47.6776,-122.324,1360,1124 +"3298700012","20150320T000000",295000,2,1,720,4125,"1",0,0,4,6,720,0,1943,0,"98106",47.5245,-122.354,1000,6100 +"7967700570","20150302T000000",245000,3,2.25,1350,6775,"1",0,0,3,7,930,420,1981,0,"98032",47.3593,-122.289,1460,7210 +"1402200140","20150105T000000",400000,6,2.5,3060,17112,"1",0,0,4,8,1530,1530,1967,0,"98058",47.4379,-122.146,2690,16038 +"3797300140","20140721T000000",303000,3,2.75,1850,8820,"2",0,0,4,8,1850,0,1993,0,"98022",47.1928,-122.01,1850,8651 +"2481200140","20141015T000000",330000,3,1.75,1320,9675,"1.5",0,0,4,7,1320,0,1970,0,"98024",47.5695,-121.902,1160,9675 +"3582900310","20150304T000000",700000,3,1.75,1990,13000,"2",0,3,3,9,1990,0,1980,0,"98028",47.7439,-122.262,2880,11340 +"1352300990","20140826T000000",126000,1,1,610,4400,"1",0,0,3,5,610,0,1922,0,"98055",47.4865,-122.197,1090,4930 +"1525059074","20140723T000000",850000,4,1,2500,35802,"1.5",0,0,3,7,2500,0,1955,0,"98005",47.6488,-122.153,2880,40510 +"3876000710","20141218T000000",405000,3,2,1440,7425,"1",0,0,4,7,1440,0,1965,0,"98034",47.7243,-122.185,1800,8344 +"1994200260","20140819T000000",869900,6,4.5,2750,4400,"2",0,0,3,8,1770,980,1987,0,"98103",47.6883,-122.335,1860,4400 +"1121000058","20150331T000000",485000,3,1.75,1790,6775,"1",0,2,3,8,1790,0,1951,0,"98126",47.5412,-122.377,1310,6028 +"1407300012","20150128T000000",400000,2,2,1050,1173,"2",0,0,3,8,720,330,2004,0,"98122",47.6181,-122.302,1340,1317 +"1565930070","20140911T000000",299950,3,2.5,1780,4650,"2",0,0,3,7,1780,0,2011,0,"98038",47.386,-122.047,3050,3848 +"3574900030","20150327T000000",585000,4,2.5,2200,9099,"2",0,0,3,8,2200,0,1994,0,"98034",47.733,-122.225,2270,8900 +"5100401441","20150506T000000",495000,4,2,1720,5413,"2",0,0,3,7,1470,250,1938,1980,"98115",47.6929,-122.321,1510,5413 +"3629940160","20150311T000000",2.2e+006,5,4.5,5840,17168,"2",0,0,3,12,4570,1270,2006,0,"98029",47.5457,-121.991,4850,15017 +"7715800390","20141110T000000",447000,3,2.25,1520,14080,"2",0,0,3,7,1520,0,1984,0,"98074",47.6273,-122.059,1530,9758 +"1682000160","20150417T000000",206000,3,1,1320,9239,"1",0,0,4,7,1320,0,1968,0,"98092",47.312,-122.183,1320,8415 +"0952007055","20141021T000000",500000,3,1,1070,4600,"1",0,0,3,7,950,120,1930,0,"98116",47.5627,-122.383,1090,4600 +"3790700070","20141121T000000",302500,4,2.5,1990,5511,"2",0,0,3,8,1990,0,1994,0,"98030",47.3585,-122.191,1850,6031 +"3134100023","20141125T000000",1.25e+006,4,4.25,4980,13000,"2",0,3,3,9,3080,1900,1982,0,"98052",47.6406,-122.101,2840,11308 +"1862400292","20140723T000000",391000,2,1,890,5423,"1",0,0,3,6,890,0,1946,0,"98117",47.6966,-122.368,1690,5993 +"4123800270","20140710T000000",250000,3,2,1440,5457,"2",0,0,3,7,1440,0,1986,0,"98038",47.3784,-122.046,1480,6286 +"3448700070","20140723T000000",435000,4,2.5,2440,5350,"2",0,0,3,7,2440,0,2003,0,"98059",47.4891,-122.149,2440,5090 +"9133600135","20150211T000000",160000,4,2.25,1800,14722,"1",0,0,3,7,1440,360,1962,0,"98055",47.4874,-122.223,2400,10000 +"6163901913","20140722T000000",451000,5,3,2260,6508,"1",0,0,3,7,1330,930,2003,0,"98155",47.7508,-122.322,1940,9450 +"1446403305","20140505T000000",206000,2,1,810,7158,"1",0,0,5,6,810,0,1944,0,"98168",47.4882,-122.325,1090,7158 +"0059000445","20140923T000000",590000,4,2.75,2240,5400,"2",0,0,4,7,1540,700,1940,0,"98116",47.5785,-122.402,1830,5000 +"7510700030","20140515T000000",695000,3,2.5,4560,17622,"2",0,0,4,9,3800,760,1986,0,"98074",47.621,-122.03,2360,15000 +"1722059222","20141120T000000",350000,3,1.5,1550,40752,"1",0,0,5,7,1550,0,1954,0,"98031",47.394,-122.202,1550,8000 +"8127700132","20150326T000000",1.2363e+006,5,3.5,3180,4628,"2",0,0,3,10,2420,760,2001,0,"98199",47.6423,-122.394,2060,4640 +"1774000030","20150330T000000",395000,6,2.25,2950,11200,"1",0,0,4,7,1700,1250,1970,0,"98072",47.7476,-122.087,1790,11200 +"4058800135","20150405T000000",419000,5,3,2190,9652,"2",0,0,3,7,2190,0,1999,0,"98178",47.5049,-122.239,1440,6710 +"8682281600","20140708T000000",592350,2,2,1570,4665,"1",0,0,3,8,1570,0,2006,0,"98053",47.709,-122.017,2165,6262 +"8562740520","20140806T000000",855000,5,3.25,3420,5669,"2",0,0,3,9,2620,800,2003,0,"98027",47.5366,-122.067,3310,6006 +"3982700125","20141230T000000",771000,4,2.5,2420,7200,"2",0,0,3,9,2420,0,1991,0,"98033",47.6893,-122.197,2650,7800 +"1120069036","20141218T000000",325000,3,2.25,1570,43350,"1",0,3,4,7,1570,0,1967,0,"98022",47.2377,-122.016,1570,220849 +"3592500800","20141018T000000",1.85e+006,5,3.25,3680,6060,"2",0,0,5,9,2630,1050,1925,0,"98112",47.6341,-122.304,3050,5850 +"7905200310","20140729T000000",545000,4,1.75,1910,6731,"1",0,0,4,7,1210,700,1953,0,"98116",47.5693,-122.391,1780,6350 +"7577700136","20150226T000000",615000,3,1.75,1780,5175,"1",0,0,4,7,990,790,1927,0,"98116",47.5696,-122.386,1780,5175 +"2629600016","20150410T000000",625500,2,1,2160,7439,"1",0,0,4,6,1300,860,1953,0,"98115",47.6981,-122.286,1680,7439 +"9262800002","20140708T000000",232000,3,1.5,1460,15000,"1",0,0,3,7,1460,0,1966,0,"98001",47.3182,-122.271,1510,15000 +"2892700041","20140714T000000",168000,3,1.5,1370,7439,"1",0,0,4,6,1370,0,1963,0,"98055",47.4499,-122.189,2350,3370 +"2892700041","20150128T000000",238000,3,1.5,1370,7439,"1",0,0,4,6,1370,0,1963,0,"98055",47.4499,-122.189,2350,3370 +"4136950070","20150414T000000",260000,3,2.5,1500,7401,"2",0,0,3,8,1500,0,1998,0,"98092",47.2625,-122.221,1720,7171 +"2354300550","20150302T000000",460000,3,1.75,1210,7500,"1",0,0,3,7,1210,0,1951,0,"98027",47.5294,-122.033,1250,6000 +"7740100260","20140825T000000",900000,3,2.5,2850,11535,"1",0,1,3,8,1680,1170,1952,2008,"98155",47.748,-122.288,2670,9942 +"6163901352","20141021T000000",289950,3,1,1090,8280,"1",0,0,3,6,1090,0,1947,2006,"98155",47.7562,-122.318,1060,7609 +"2025700200","20150220T000000",265000,3,1.75,1450,5858,"1",0,0,4,7,1450,0,1991,0,"98038",47.3482,-122.037,1520,6573 +"1775801090","20140530T000000",465000,4,2.25,1820,20349,"1",0,0,5,8,1340,480,1977,0,"98072",47.7415,-122.096,1270,12800 +"1138000070","20141113T000000",370000,3,1.5,1320,7201,"1",0,0,3,7,1320,0,1971,0,"98034",47.7126,-122.211,1380,7201 +"1823049046","20140806T000000",240000,2,1.5,1670,9880,"1",0,0,4,7,1670,0,1941,1963,"98146",47.4864,-122.348,1670,9807 +"7227801580","20140917T000000",232000,4,2,1440,5911,"1",0,0,5,5,1440,0,1943,0,"98056",47.5072,-122.181,1500,11089 +"4364700875","20140729T000000",237502,3,1,980,7560,"1",0,0,3,7,980,0,1951,0,"98126",47.5256,-122.375,1300,7560 +"8127700390","20141215T000000",1.28e+006,4,3.5,4340,5500,"2",0,0,3,10,2850,1490,2008,0,"98199",47.6427,-122.397,1290,5500 +"9560500105","20150424T000000",957000,4,2.25,2860,11545,"1",0,0,4,8,1430,1430,1966,0,"98005",47.588,-122.168,2190,11396 +"8651411420","20150305T000000",218000,3,1.5,1140,4875,"1",0,0,5,6,1140,0,1970,0,"98042",47.3684,-122.08,980,5070 +"1274500240","20140820T000000",205000,3,1.5,1120,8366,"1",0,0,3,7,1120,0,1968,0,"98042",47.3632,-122.11,1260,9000 +"3278602190","20140611T000000",350000,3,3.25,1460,1592,"2",0,0,3,8,1130,330,2006,0,"98126",47.5481,-122.374,1560,1701 +"0873900240","20140702T000000",256000,4,2.5,2050,5787,"2",0,0,3,7,2050,0,2002,0,"98198",47.3527,-122.315,2030,6615 +"3834000520","20140730T000000",275000,3,1,1250,7654,"1",0,0,3,7,1000,250,1952,0,"98125",47.7289,-122.291,1310,7350 +"4224100030","20150403T000000",372000,4,2.5,2520,9604,"2",0,0,3,9,2520,0,1990,0,"98031",47.3893,-122.216,2540,9793 +"5710500060","20150319T000000",688888,3,3.25,2580,9825,"1.5",0,1,4,9,1760,820,1978,0,"98027",47.5314,-122.054,2140,10270 +"0203101370","20140630T000000",170000,2,1,1200,24792,"2",0,0,2,7,1200,0,1976,0,"98053",47.6337,-121.961,2150,24792 +"4039300140","20140625T000000",530000,5,2.25,2140,7910,"1",0,0,3,7,1070,1070,1962,0,"98007",47.6071,-122.137,1680,8700 +"3629920990","20140623T000000",905000,4,3.25,3440,7661,"2",0,0,3,11,3440,0,2006,0,"98029",47.5429,-121.995,3580,6478 +"6882510060","20140825T000000",365000,4,2.5,1800,5070,"1",0,0,5,7,1080,720,1979,0,"98118",47.5303,-122.28,1870,5365 +"2597150270","20150406T000000",312000,4,2.5,1790,10584,"1",0,0,4,7,1290,500,1981,0,"98031",47.4061,-122.188,1730,9120 +"4365200445","20140822T000000",400000,2,1.75,1250,7680,"1",0,0,3,7,1250,0,1922,1968,"98126",47.5242,-122.371,1250,7680 +"6145601819","20140912T000000",278750,2,2,800,5765,"1",0,0,4,6,800,0,1936,0,"98133",47.7024,-122.346,1160,3844 +"3447000030","20150401T000000",510000,3,2,1410,11995,"1",0,0,4,8,1410,0,1965,0,"98006",47.5718,-122.127,2690,12650 +"4442800162","20150414T000000",527700,2,2.25,1330,806,"3",0,0,3,8,1330,0,2009,0,"98117",47.6904,-122.395,1320,1389 +"1698900075","20150415T000000",740000,4,2.75,2890,4000,"1.5",0,0,4,9,2190,700,1931,0,"98109",47.6419,-122.351,2280,4000 +"9432750070","20140808T000000",512000,4,2.5,2550,17209,"2",0,0,3,9,2550,0,1996,0,"98059",47.4836,-122.136,2840,12560 +"3204850140","20141112T000000",362000,5,2.5,2880,8216,"2",0,0,3,8,2880,0,2001,0,"98030",47.3747,-122.185,1960,7200 +"1446401550","20150206T000000",225000,3,1,660,6600,"1",0,0,4,5,660,0,1940,0,"98168",47.4842,-122.33,1320,6600 +"3904901840","20140630T000000",491500,3,2.25,1470,4322,"2",0,0,3,7,1470,0,1985,0,"98029",47.5672,-122.018,1610,4322 +"3299200075","20150204T000000",429950,4,1.75,1700,10230,"1",0,0,3,8,1320,380,1959,0,"98133",47.7453,-122.351,2000,8006 +"2206500550","20141117T000000",375000,3,1,1040,9800,"1",0,0,4,7,1040,0,1955,0,"98006",47.5765,-122.155,1280,8880 +"2112700370","20140813T000000",199400,2,1,880,4000,"1",0,0,4,6,880,0,1916,0,"98106",47.5331,-122.352,1430,4000 +"4397010350","20150126T000000",364900,4,2.5,2490,9346,"2",0,2,3,9,2490,0,1996,0,"98042",47.3831,-122.147,2650,9454 +"4364700885","20140912T000000",324950,3,1.5,1210,7560,"1",0,0,3,7,1210,0,1941,0,"98126",47.5255,-122.374,980,7560 +"1498301672","20150330T000000",467000,5,2,2080,4000,"1",0,0,4,6,1040,1040,1909,0,"98144",47.5858,-122.308,1940,6000 +"3992700326","20140822T000000",380000,3,1,1380,5400,"1",0,0,4,7,1380,0,1954,0,"98125",47.7134,-122.288,1190,6075 +"5438000060","20141103T000000",250000,3,2.25,1620,10850,"1",0,0,3,7,1620,0,1966,0,"98055",47.4437,-122.194,1910,10568 +"9550200370","20140520T000000",700000,4,1,1680,4021,"1.5",0,0,3,7,1680,0,1921,0,"98103",47.6663,-122.332,1710,4021 +"3977630270","20141113T000000",206990,3,1,1330,9620,"1",0,0,5,6,1330,0,1976,0,"98092",47.3174,-122.127,1300,10360 +"0475001000","20150406T000000",670000,3,1.75,1730,3400,"1",0,0,5,7,970,760,1928,0,"98107",47.6662,-122.364,1640,5000 +"3426059050","20140520T000000",315000,2,1,790,6969,"1",0,0,3,6,790,0,1955,1984,"98052",47.6978,-122.164,1380,12196 +"4137000070","20150410T000000",319950,3,2.5,2240,7500,"2",0,0,3,8,2240,0,1985,0,"98092",47.265,-122.22,2190,7506 +"2759500105","20140730T000000",419000,3,1.5,1500,8272,"1",0,0,4,7,1500,0,1958,0,"98177",47.7741,-122.38,1630,8270 +"4137010310","20140822T000000",205000,3,2,1800,11419,"1",0,0,3,8,1800,0,1989,0,"98092",47.2623,-122.217,2220,11406 +"5616000030","20141023T000000",335000,4,2.5,1980,4745,"2",0,0,3,7,1980,0,2004,0,"98038",47.3495,-122.04,1980,4878 +"9266700295","20141024T000000",397000,3,1.75,1340,5100,"1",0,0,3,7,1340,0,1953,0,"98103",47.694,-122.348,1550,5100 +"9828200187","20150429T000000",370000,2,1,750,2020,"1",0,0,3,7,750,0,1908,1995,"98122",47.6175,-122.301,1630,2383 +"6061400160","20140918T000000",330000,4,2.25,1790,9920,"1",0,0,4,7,1170,620,1969,0,"98059",47.5126,-122.149,1990,9648 +"4139420640","20141030T000000",1.785e+006,4,3.5,5490,14300,"1",0,4,3,12,2910,2580,1996,0,"98006",47.5511,-122.114,4290,13822 +"4022900197","20140808T000000",399000,3,2,1940,16300,"1",0,0,3,7,1140,800,1978,0,"98155",47.774,-122.283,1940,11250 +"3221069035","20140620T000000",400000,4,1.75,2670,189486,"2",0,4,3,8,2670,0,1972,0,"98092",47.2585,-122.061,2190,218610 +"2591730200","20140717T000000",249900,3,2,1220,6404,"1",0,0,3,7,1220,0,1994,0,"98038",47.3523,-122.059,1570,7000 +"9165100260","20140513T000000",717000,3,1.5,1310,3880,"1",0,0,3,7,1090,220,1956,0,"98117",47.6821,-122.392,1570,3880 +"5201810060","20140807T000000",319000,4,2.5,1930,8336,"2",0,0,3,8,1930,0,1995,0,"98031",47.4016,-122.166,2280,7959 +"5499200060","20150403T000000",635000,4,3,2100,3800,"2",0,0,3,8,2100,0,1972,0,"98115",47.6807,-122.291,1320,3800 +"1568100060","20140910T000000",355000,3,1,1180,7573,"1",0,0,4,7,1180,0,1977,0,"98155",47.7372,-122.294,1320,7573 +"4139910160","20150401T000000",1.6e+006,5,3.25,4320,32840,"2",0,0,3,12,4320,0,1990,0,"98006",47.5461,-122.122,4410,33210 +"6743700060","20140714T000000",585000,4,1.75,3140,12519,"1",0,0,3,7,2320,820,1951,1983,"98033",47.6941,-122.173,2240,7308 +"7258200060","20141229T000000",320000,3,2,2320,7800,"1",0,0,4,7,1160,1160,1960,0,"98168",47.5141,-122.316,1380,7800 +"5127000810","20140514T000000",305495,3,1.75,2110,10200,"2",0,0,4,7,2110,0,1966,0,"98059",47.4744,-122.154,1800,10200 +"2011400520","20140619T000000",240000,4,2,1790,14690,"1",0,1,4,7,1670,120,1960,0,"98198",47.3965,-122.321,2440,10664 +"1953400510","20140623T000000",199950,5,2.5,1740,8750,"1",0,0,4,7,1740,0,1959,0,"98198",47.3904,-122.299,1740,8750 +"2450500060","20140826T000000",1.62e+006,4,3.25,3820,8114,"2",0,0,3,10,3820,0,2005,0,"98004",47.5837,-122.194,2440,9195 +"2623039082","20150218T000000",770000,3,3.5,2050,21744,"2",1,4,4,9,1750,300,1930,0,"98166",47.4536,-122.376,2300,12200 +"3204400030","20140702T000000",255000,4,2.25,1680,3179,"2",0,0,3,8,1680,0,2002,0,"98092",47.3258,-122.186,1678,3590 +"2473370890","20140915T000000",289000,4,2.25,1930,8925,"1",0,0,4,8,1930,0,1974,0,"98058",47.4501,-122.128,1930,8400 +"3343901401","20140718T000000",494500,4,3,3760,8804,"2",0,0,3,8,2470,1290,2002,0,"98056",47.5161,-122.191,1960,7225 +"4376700030","20140604T000000",746000,3,2.25,2370,9619,"1",0,0,4,8,1650,720,1973,0,"98052",47.6366,-122.099,1960,9712 +"1072000400","20141023T000000",385000,4,3,2120,13000,"2",0,0,4,8,2120,0,1978,0,"98059",47.4745,-122.141,2180,11440 +"2193330030","20141118T000000",688100,4,2.5,2370,10513,"2",0,0,4,8,2370,0,1987,0,"98052",47.6915,-122.099,2110,9540 +"4083300070","20140512T000000",870300,4,2.5,2350,3150,"1.5",0,0,4,8,1690,660,1910,0,"98103",47.6605,-122.335,1750,3150 +"2241700075","20141022T000000",310000,3,1,1180,8474,"1.5",0,0,3,7,1180,0,1956,0,"98155",47.7416,-122.327,1180,7200 +"9250900111","20150312T000000",500000,3,2.5,2270,5654,"2",0,0,3,8,2270,0,1999,0,"98133",47.7733,-122.351,1770,7840 +"9412700160","20140814T000000",255000,3,2.25,1830,7770,"1",0,0,4,7,1400,430,1977,0,"98042",47.3925,-122.161,1960,7272 +"1118001360","20150218T000000",1.475e+006,3,2.75,3910,7080,"1",0,0,5,9,1970,1940,1949,0,"98112",47.6324,-122.289,3480,7370 +"4383500030","20140924T000000",154500,3,1,890,9465,"1",0,0,3,6,890,0,1957,0,"98148",47.4388,-122.328,1590,9147 +"2558630060","20140530T000000",425000,3,2.25,1820,8058,"1",0,0,3,7,1260,560,1974,0,"98034",47.7241,-122.168,1850,7384 +"1150000400","20140721T000000",700000,4,2.5,2440,7491,"2",0,0,4,10,2440,0,1988,0,"98029",47.561,-122.019,2490,8580 +"5244801275","20141121T000000",410500,2,1,1110,3943,"1",0,0,5,6,740,370,1916,0,"98109",47.6436,-122.352,1590,4311 +"1839920160","20140714T000000",432000,3,2,1870,7080,"1",0,0,4,7,1210,660,1969,0,"98034",47.7244,-122.179,1620,8000 +"9834200030","20150414T000000",530000,3,1.5,1240,4080,"1.5",0,0,3,8,1240,0,1914,0,"98144",47.5745,-122.291,1420,4080 +"3288200710","20140527T000000",465000,3,2,1560,8640,"1",0,0,5,7,1560,0,1967,0,"98034",47.7294,-122.186,1970,8625 +"3904980320","20140923T000000",498688,3,2.5,1910,5600,"2",0,0,3,8,1910,0,1989,0,"98029",47.5752,-122.009,1800,4928 +"2927600435","20150402T000000",573500,3,1,2200,21450,"1",0,0,4,9,1600,600,1952,0,"98166",47.4527,-122.372,1880,11250 +"1321740260","20141015T000000",349900,4,2.75,2530,13474,"2",0,0,4,8,2530,0,1994,0,"98023",47.289,-122.344,2490,13140 +"7809200055","20140618T000000",220000,3,1,1130,12519,"1",0,0,3,7,1130,0,1958,0,"98056",47.4965,-122.176,1460,12507 +"3298700671","20140731T000000",260000,2,1,820,6771,"1",0,0,4,6,820,0,1918,0,"98106",47.52,-122.354,1000,4440 +"1231000640","20140911T000000",290000,2,1,960,4000,"1",0,0,3,6,960,0,1918,0,"98118",47.5554,-122.267,1210,4000 +"1498303905","20150402T000000",615000,4,1.5,1980,3240,"1.5",0,0,4,8,1780,200,1930,0,"98144",47.584,-122.294,2250,4000 +"7491010060","20141022T000000",730000,4,3.5,3370,5638,"2",0,0,3,10,2250,1120,2001,0,"98034",47.7196,-122.223,3080,7200 +"8835800350","20150112T000000",1.95e+006,4,3.25,7420,167869,"2",0,3,3,12,7420,0,2002,0,"98045",47.4548,-121.764,5610,169549 +"8856960260","20140521T000000",332500,3,2.25,1800,10500,"2",0,0,3,7,1800,0,1995,0,"98038",47.3879,-122.032,1870,8555 +"1088810160","20141224T000000",650000,5,3.5,3990,10120,"2",0,0,3,9,2820,1170,1990,0,"98011",47.741,-122.208,2750,9622 +"3931900510","20140829T000000",1.4e+006,4,2.5,4070,7800,"3",0,0,4,8,3390,680,2002,0,"98115",47.6838,-122.327,2020,6760 +"9567800435","20150513T000000",465000,4,1.75,1640,7194,"1.5",0,0,4,7,1480,160,1915,0,"98011",47.7649,-122.205,1440,9405 +"2806000560","20140722T000000",690000,4,3.25,3730,11820,"2",0,0,3,10,2460,1270,1990,0,"98029",47.5775,-122.019,3680,10667 +"2473101360","20140711T000000",289900,3,1.75,1220,7004,"1",0,0,5,7,1220,0,1966,0,"98058",47.4492,-122.157,1640,7210 +"2288900140","20141218T000000",1.62e+006,3,3.5,3490,4000,"2",0,0,3,9,2570,920,2009,0,"98112",47.6385,-122.281,1880,4000 +"9320990140","20150422T000000",339950,3,2.5,1730,4286,"2",0,0,3,7,1730,0,1999,0,"98148",47.432,-122.329,1780,4343 +"8731982050","20150423T000000",367999,4,2.75,3430,8000,"1.5",0,0,4,8,3430,0,1972,0,"98023",47.3183,-122.382,2090,8000 +"0705700240","20150218T000000",380000,4,2.5,2320,10079,"2",0,0,3,7,2320,0,1994,0,"98038",47.3828,-122.026,2010,7438 +"4335000030","20140625T000000",440000,3,1.75,2030,17100,"1",0,0,4,7,2030,0,1953,0,"98166",47.451,-122.365,1950,14400 +"2806300070","20140521T000000",975000,5,4,4850,36450,"2",0,0,3,10,4850,0,1977,0,"98005",47.6426,-122.158,3850,35325 +"5631501323","20140805T000000",309500,3,1.5,1340,13560,"1",0,0,3,7,1340,0,1968,0,"98028",47.741,-122.234,1540,15000 +"3738900105","20140723T000000",350000,3,1,1130,8201,"1",0,0,5,6,1130,0,1948,0,"98155",47.7359,-122.306,1180,8203 +"2781270400","20150316T000000",215000,2,2,1180,2521,"2",0,0,3,6,1180,0,2005,0,"98038",47.3487,-122.021,1310,3003 +"3336001360","20140826T000000",254000,2,1,910,6000,"1",0,0,3,6,910,0,1943,0,"98118",47.5253,-122.266,1460,5800 +"2464400435","20150420T000000",567000,3,1.75,1630,4275,"1.5",0,3,3,7,1630,0,1908,0,"98115",47.6851,-122.322,1800,4275 +"2025049114","20140529T000000",402000,2,1,710,1173,"2",0,0,4,7,710,0,1943,0,"98102",47.6412,-122.329,1370,1173 +"1523089012","20141120T000000",365000,4,1,1520,80150,"1",0,0,2,5,1520,0,1948,0,"98045",47.4742,-121.769,1740,84506 +"7305300695","20140502T000000",625000,4,2.5,2820,8408,"2",0,0,3,9,2820,0,2014,0,"98155",47.7538,-122.325,1300,8408 +"9269200340","20150423T000000",432000,4,1.75,1970,5160,"1.5",0,0,3,7,1970,0,1942,0,"98126",47.534,-122.373,1230,4920 +"1402100070","20140801T000000",335500,5,3,2240,19090,"1",0,0,4,8,1700,540,1968,0,"98058",47.4416,-122.149,2280,20000 +"2998300060","20140806T000000",672500,2,1.75,1860,5940,"1",0,2,5,8,1020,840,1956,0,"98116",47.5751,-122.407,2130,5940 +"8113101000","20140722T000000",336000,4,1,1780,4310,"1.5",0,0,5,6,1780,0,1919,0,"98118",47.5486,-122.278,1460,4310 +"1388600070","20141124T000000",294400,4,2.5,1788,10183,"2",0,0,4,7,1788,0,1990,0,"98002",47.2883,-122.218,1700,6600 +"8944600060","20150420T000000",541900,3,2.5,1880,3054,"2",0,0,3,8,1880,0,1988,0,"98007",47.6091,-122.147,1840,3815 +"8860310240","20141217T000000",505000,3,1.75,2300,11400,"1",0,0,4,8,1520,780,1977,0,"98052",47.6884,-122.128,2300,10140 +"8016250060","20140605T000000",255000,3,2.5,1610,6176,"2",0,0,3,7,1610,0,1994,0,"98030",47.3657,-122.173,1680,7414 +"2061800045","20150122T000000",435000,6,2.5,2270,11970,"1",0,0,3,7,1470,800,1964,0,"98011",47.7722,-122.204,2270,10640 +"2652500070","20140508T000000",636000,2,1.75,1230,3600,"1.5",0,0,5,7,1230,0,1925,0,"98119",47.6423,-122.361,1210,4500 +"3622069114","20140909T000000",655000,4,3.5,3420,33106,"2",0,0,3,9,3420,0,2004,0,"98010",47.3554,-121.986,3420,36590 +"4438000075","20150318T000000",280500,3,1.5,1670,6988,"1",0,0,3,7,1370,300,1953,0,"98148",47.4283,-122.323,1090,7753 +"2776600002","20150422T000000",520000,2,1,1120,6141,"1",0,0,3,7,900,220,1946,0,"98117",47.6924,-122.372,1500,7529 +"0241900060","20140626T000000",354000,4,2.5,2580,5476,"2",0,0,3,8,2580,0,2005,0,"98031",47.4042,-122.205,2900,5476 +"5151800045","20140822T000000",810000,5,2.75,3847,17654,"1",0,2,5,9,2299,1548,1975,0,"98003",47.3379,-122.322,2690,15344 +"3221059036","20140502T000000",400000,4,2.5,3630,42884,"1.5",0,0,3,9,2300,1330,1979,0,"98092",47.2617,-122.19,2830,80148 +"7504020960","20150107T000000",879900,4,2.75,3580,12000,"1",0,0,3,10,1840,1740,1979,0,"98074",47.6319,-122.05,2910,12428 +"1924059319","20150320T000000",1.288e+006,5,4,4050,11358,"2",0,0,4,10,2780,1270,1980,0,"98040",47.56,-122.225,3120,13555 +"4067600160","20150402T000000",902500,3,3.5,3240,23522,"2",0,0,3,10,2130,1110,1992,0,"98010",47.3388,-122.033,3180,23273 +"9828700685","20150513T000000",900000,3,1.75,1540,8400,"1.5",0,0,3,7,1540,0,1902,0,"98122",47.6187,-122.295,1330,4800 +"4307330070","20140717T000000",419500,4,2.5,2550,7200,"2",0,2,3,7,2550,0,2003,0,"98056",47.4793,-122.18,2560,5715 +"6822100310","20141103T000000",685000,4,2,2340,6000,"1",0,0,5,8,1270,1070,1953,0,"98199",47.6495,-122.401,1600,6000 +"3295900520","20141107T000000",429950,4,2.5,2320,4524,"2",0,0,3,8,2320,0,2004,0,"98059",47.4798,-122.136,2330,4524 +"1773100310","20150423T000000",464950,4,2.5,1640,6000,"2",0,0,3,7,1640,0,2011,0,"98106",47.559,-122.365,1640,4800 +"9407000990","20141010T000000",239900,2,1,910,9000,"1",0,0,4,6,910,0,1983,0,"98045",47.4463,-121.771,1410,9440 +"1472800160","20150218T000000",406250,4,3.25,2550,11524,"2",0,0,3,8,2550,0,1990,0,"98019",47.7324,-121.963,2370,14001 +"7787110370","20141027T000000",447000,4,2.5,2660,8027,"2",0,0,3,8,2660,0,1997,0,"98045",47.4831,-121.781,2480,8095 +"3041700570","20140605T000000",466800,3,2.5,1480,14250,"2",0,0,3,7,1480,0,1996,0,"98033",47.6595,-122.186,1660,14250 +"3999200310","20140917T000000",674000,4,2.5,2810,11560,"1",0,0,5,7,1740,1070,1962,0,"98008",47.5846,-122.12,1970,11560 +"1931300955","20141126T000000",525000,1,1,830,3200,"1",0,0,3,7,830,0,1924,0,"98103",47.6557,-122.348,1350,2512 +"2591720160","20150501T000000",674950,3,2.75,3510,92347,"2",0,0,3,10,3510,0,1990,0,"98038",47.3735,-122.018,2970,37070 +"8691510310","20150429T000000",374900,3,2.5,2480,4950,"2",0,0,3,7,2480,0,2004,0,"98058",47.4389,-122.116,2230,5298 +"9831200520","20141006T000000",1.44392e+006,4,3,3720,5000,"2.5",0,0,5,9,2720,1000,1905,0,"98102",47.6282,-122.322,2610,5000 +"8123710070","20141205T000000",559500,3,2.25,2150,9250,"2",0,0,3,8,2150,0,1984,0,"98052",47.7179,-122.113,2240,9266 +"7852170370","20140516T000000",522500,3,2.5,2370,7875,"2",0,0,3,9,2370,0,2003,0,"98065",47.5427,-121.863,2660,7752 +"3528000310","20150427T000000",1.13e+006,5,2.5,4310,28008,"2",0,0,3,10,4310,0,1988,0,"98053",47.6662,-122.056,3170,28559 +"6403500570","20140612T000000",498500,5,2.75,2990,7420,"2",0,0,3,8,2990,0,1996,0,"98059",47.4944,-122.162,2290,7678 +"6021501420","20140825T000000",571000,4,1,1350,4000,"1.5",0,0,3,8,1350,0,1930,0,"98117",47.6885,-122.386,1520,4000 +"0723069128","20140514T000000",543000,2,2,2370,217800,"1.5",0,0,3,7,1600,770,1992,0,"98027",47.5007,-122.088,2370,157687 +"3329530030","20150304T000000",271920,3,2,1410,10248,"1",0,0,3,7,1410,0,1985,0,"98001",47.3315,-122.265,2090,9414 +"0723049326","20141208T000000",104950,2,1,1170,8254,"1",0,0,2,6,1170,0,1949,0,"98146",47.497,-122.346,1820,8922 +"7215721070","20140929T000000",485500,4,2.5,1800,4500,"2",0,0,3,8,1800,0,1999,0,"98075",47.5998,-122.014,1800,4500 +"3179101580","20140528T000000",1.21e+006,4,2.75,3650,6982,"2",0,2,4,9,2530,1120,1951,2003,"98115",47.6756,-122.275,3140,7894 +"2025700270","20150122T000000",260250,3,1.75,1490,8357,"1",0,0,4,7,1490,0,1993,0,"98038",47.3473,-122.037,1490,7376 +"8691300260","20150413T000000",875909,4,2.5,3610,13292,"2",0,0,3,10,3610,0,1996,0,"98075",47.5868,-121.974,3000,10776 +"5112800060","20140606T000000",455000,4,1.75,2050,94525,"1",0,0,4,7,1250,800,1959,0,"98058",47.4492,-122.084,2270,47480 +"2112700240","20140520T000000",309000,3,1,1092,7500,"1.5",0,0,3,6,1092,0,1918,0,"98106",47.5321,-122.354,930,4000 +"8732190990","20140709T000000",229000,4,2.25,2010,7688,"1",0,0,3,8,1170,840,1979,0,"98023",47.3086,-122.396,1990,7688 +"0537000416","20150429T000000",250000,3,2,1680,7900,"2",0,0,4,7,1680,0,1953,0,"98003",47.3255,-122.305,1250,15600 +"3761700251","20140528T000000",600000,4,2,2510,38141,"1",0,0,3,9,2510,0,1960,0,"98034",47.7219,-122.258,3180,11760 +"0625100181","20140508T000000",535000,4,2.5,2280,65836,"2",0,0,3,8,2280,0,2004,0,"98077",47.7237,-122.076,2300,97574 +"7202261260","20141117T000000",571000,3,2.5,2510,5186,"2",0,0,3,7,2510,0,2001,0,"98053",47.6895,-122.041,2530,5186 +"7856410030","20140505T000000",1.03e+006,5,2.75,3190,16920,"1",0,3,3,9,1690,1500,1976,0,"98006",47.5641,-122.16,3100,13100 +"8128600060","20140624T000000",600000,4,3.25,4690,14930,"2",0,2,3,10,3680,1010,1995,0,"98155",47.7718,-122.283,2910,13320 +"1775800860","20150428T000000",469500,3,2.25,1850,12000,"1",0,0,4,7,1300,550,1977,0,"98072",47.7408,-122.101,1580,12616 +"3303980140","20150402T000000",1.15e+006,4,3,4160,13170,"2",0,0,3,11,3040,1120,2001,0,"98059",47.5182,-122.149,3780,13148 +"4206901200","20140825T000000",785000,4,1.5,2220,4000,"1.5",0,0,3,8,1970,250,1925,0,"98105",47.6564,-122.325,1984,4000 +"0011500240","20150428T000000",872750,3,2.5,2870,13695,"2",0,0,3,10,2870,0,1991,0,"98052",47.6944,-122.102,2840,8472 +"6383500295","20140815T000000",900000,4,2.75,3950,10214,"1",0,3,3,10,2050,1900,1955,0,"98117",47.6969,-122.384,3130,8608 +"7849202220","20140717T000000",350000,2,1.75,1740,6620,"1.5",0,0,3,8,1740,0,2002,0,"98065",47.526,-121.828,1560,5400 +"2260300060","20150410T000000",2.575e+006,5,3,4780,20440,"1",0,0,4,10,3660,1120,1975,0,"98039",47.6242,-122.239,4660,20440 +"7701950060","20140729T000000",940000,4,2.5,3160,39960,"1",0,0,3,10,3160,0,1980,0,"98005",47.6418,-122.157,3900,36444 +"5153200486","20140715T000000",185000,5,1.75,1990,27810,"1",0,0,3,7,1990,0,1955,0,"98023",47.3325,-122.35,2240,20000 +"0205000310","20140624T000000",850000,4,3.5,3920,37122,"2",0,0,3,10,3920,0,1996,0,"98053",47.6316,-121.988,2550,32647 +"0920069053","20140917T000000",201000,3,1,960,15273,"1",0,0,4,7,960,0,1963,0,"98022",47.238,-122.039,1930,51400 +"6141100445","20150107T000000",499000,2,1.5,1540,6549,"2",0,0,3,7,1540,0,1980,0,"98133",47.7189,-122.353,1470,6552 +"8809200070","20150408T000000",315000,4,2.5,1970,5190,"2",0,0,3,7,1970,0,2002,0,"98059",47.515,-122.164,1840,5564 +"3905080310","20140806T000000",509950,3,2.5,1880,4668,"2",0,0,3,8,1880,0,1993,0,"98029",47.5666,-121.999,2060,4668 +"0393000311","20150225T000000",286300,3,2.75,2000,6405,"1",0,0,3,8,1260,740,1964,0,"98178",47.5066,-122.259,2130,6510 +"3127200036","20140728T000000",590000,3,2.5,1990,8325,"2",0,0,4,8,1310,680,1997,0,"98034",47.705,-122.201,2450,10606 +"0123039128","20140904T000000",325000,4,1,1400,9384,"1.5",0,0,4,6,1400,0,1948,0,"98106",47.5166,-122.361,1600,8432 +"2896310160","20140822T000000",625000,4,2.5,3190,27806,"2",0,0,3,9,3190,0,1997,0,"98010",47.3425,-122.03,2810,28619 +"5272200045","20141113T000000",378000,3,1.5,1000,6914,"1",0,0,3,7,1000,0,1947,0,"98125",47.7144,-122.319,1000,6947 +"9211500520","20140618T000000",239950,3,1.75,1670,6900,"1",0,0,3,7,1170,500,1978,0,"98023",47.2975,-122.38,1740,7000 +"3589500260","20141111T000000",550000,4,2,2100,4500,"1",0,0,5,7,1060,1040,1924,0,"98105",47.6699,-122.317,1920,3900 +"3330500335","20150422T000000",325000,2,1,1010,6180,"1",0,0,3,6,1010,0,1903,0,"98118",47.5532,-122.28,1560,6180 +"9445300045","20140609T000000",831000,4,2.5,2030,3905,"1.5",0,0,4,7,1630,400,1926,0,"98103",47.6547,-122.34,2000,3905 +"0114100354","20141212T000000",249000,3,1,1090,10296,"1",0,0,4,6,1090,0,1950,0,"98028",47.7743,-122.26,1910,10296 +"1775920340","20150126T000000",484000,4,1.75,2440,16730,"1",0,0,3,7,1390,1050,1976,0,"98072",47.7406,-122.11,1390,11600 +"8946700140","20141121T000000",395000,4,3,2500,6278,"2",0,0,3,9,2500,0,2002,0,"98092",47.3325,-122.168,2700,7200 +"8651610240","20141119T000000",839900,4,2.5,3420,7462,"2",0,0,3,9,3420,0,2002,0,"98074",47.6388,-122.064,3080,8031 +"1237500105","20141113T000000",760000,4,2.5,2850,11000,"2",0,0,3,8,2850,0,1998,0,"98052",47.6759,-122.161,1720,11000 +"9151600106","20150512T000000",750000,4,1.5,2030,3300,"1.5",0,0,4,8,1530,500,1927,0,"98116",47.5855,-122.383,2610,5400 +"1118000340","20150408T000000",3e+006,5,3.75,4590,11265,"2",0,0,4,11,3450,1140,1927,0,"98112",47.6389,-122.288,3870,8996 +"7853230570","20140915T000000",440000,3,2.5,2230,5800,"2",0,0,3,7,2230,0,2004,0,"98065",47.5308,-121.847,2230,6088 +"4353700200","20141203T000000",501000,2,1.75,1810,7523,"1",0,0,3,8,1170,640,1962,1980,"98027",47.5695,-122.087,2090,7523 +"7228501805","20140924T000000",739000,6,4.5,4000,7500,"2",0,0,3,7,4000,0,1978,0,"98122",47.6146,-122.306,1380,6298 +"9541800075","20140908T000000",685650,3,1.75,1490,16200,"1",0,0,5,8,1490,0,1958,0,"98005",47.5919,-122.175,2070,16200 +"3425069083","20140625T000000",1.005e+006,4,4.5,4225,284011,"2",0,0,4,11,4225,0,1985,0,"98074",47.6118,-122.024,2870,14576 +"7613700270","20140916T000000",980000,4,1.75,2120,4000,"1.5",0,0,4,8,1920,200,1929,0,"98105",47.6601,-122.275,2300,4000 +"6882200140","20140930T000000",275000,3,1.5,1030,7184,"1",0,0,4,7,1030,0,1968,0,"98056",47.5069,-122.189,1330,7262 +"2473380400","20140519T000000",319950,4,1.75,2310,8045,"1",0,0,4,7,1650,660,1976,0,"98058",47.4569,-122.165,1790,8086 +"3579000370","20150320T000000",448500,3,2.25,1830,7943,"2",0,0,3,8,1830,0,1985,0,"98028",47.7466,-122.249,2100,8070 +"2623029078","20140603T000000",437000,5,2,2120,137565,"1.5",0,0,3,7,2120,0,1913,0,"98070",47.4558,-122.507,2120,157123 +"3124049196","20141107T000000",330000,4,1.5,2500,9448,"1",0,0,4,7,1250,1250,1966,0,"98106",47.5212,-122.339,1640,9490 +"3374500240","20141217T000000",365000,3,2.5,2470,7700,"2",0,0,4,8,2470,0,1990,0,"98031",47.4096,-122.17,2400,7700 +"8911000445","20141112T000000",329000,2,1,940,7700,"1",0,0,4,6,940,0,1916,0,"98133",47.7067,-122.354,1290,7375 +"1066100260","20140620T000000",681500,5,2.75,3260,11700,"1",0,0,3,8,1630,1630,1964,0,"98008",47.6169,-122.104,2860,11700 +"7205850030","20140509T000000",566000,3,2.25,1660,10140,"1",0,0,4,8,1370,290,1980,0,"98052",47.6889,-122.128,2100,10125 +"1330910370","20141020T000000",897500,4,3,4370,217882,"2",0,0,3,10,4370,0,1984,0,"98053",47.6573,-122.034,2430,35096 +"0011520370","20141229T000000",738000,3,2.5,2620,9112,"2",0,0,3,9,2620,0,1995,0,"98052",47.6972,-122.116,2620,9067 +"3327000070","20150420T000000",185000,3,1.75,1500,7800,"1",0,0,3,7,1500,0,1968,0,"98092",47.3141,-122.192,1490,7800 +"2594200350","20150304T000000",445000,2,1,910,7200,"1",0,1,4,7,830,80,1936,0,"98136",47.5145,-122.39,1700,7200 +"2724049185","20150325T000000",175000,3,1.75,1430,4920,"1",0,0,2,6,1430,0,1957,0,"98118",47.5388,-122.275,1550,5646 +"3123800125","20141121T000000",315000,2,1,900,8556,"1",0,0,3,6,760,140,1941,0,"98136",47.5148,-122.386,1500,8556 +"3298200320","20140624T000000",445000,4,1.75,1250,7400,"1",0,0,5,6,1250,0,1959,0,"98008",47.62,-122.12,990,7600 +"2068000270","20140805T000000",1.4e+006,5,3,3850,14990,"1",0,0,4,9,2290,1560,1964,0,"98004",47.6425,-122.218,3010,15001 +"7732500700","20141126T000000",832500,4,2.5,3450,35100,"2",0,0,3,10,3450,0,1987,0,"98052",47.7302,-122.106,3110,35894 +"7851990240","20140717T000000",771150,4,3.5,3950,12320,"2",0,0,3,10,3950,0,2001,0,"98065",47.5414,-121.869,3920,11086 +"3423049269","20140513T000000",225000,4,1.5,1950,12559,"1.5",0,0,3,6,1950,0,1939,0,"98188",47.4364,-122.282,1950,9178 +"7852150200","20140923T000000",389950,3,2.5,1700,6396,"2",0,0,3,7,1700,0,2003,0,"98065",47.5333,-121.87,1700,4444 +"7853230270","20140804T000000",435000,3,2.5,2370,6082,"2",0,0,3,7,2370,0,2004,0,"98065",47.5288,-121.846,2690,6152 +"1965200075","20150316T000000",845000,3,1.75,1600,2538,"2",0,0,3,7,1600,0,1929,0,"98102",47.6447,-122.327,1660,1750 +"1959700445","20140725T000000",1.3e+006,4,1.75,4060,5500,"2",0,0,5,9,2660,1400,1924,0,"98102",47.6437,-122.321,3320,5500 +"1250200765","20140714T000000",350000,3,2.25,1322,1796,"2",0,0,3,8,1087,235,2005,0,"98144",47.5976,-122.298,1690,2025 +"3275300270","20140708T000000",250000,3,1.75,1140,10400,"1",0,0,4,7,1140,0,1983,0,"98003",47.2598,-122.311,1280,9800 +"7548300751","20150430T000000",370000,2,1.5,1280,2096,"2",0,0,3,7,1080,200,2007,0,"98144",47.5872,-122.308,1340,7452 +"9526600260","20140729T000000",750000,4,2.5,3080,4553,"2.5",0,0,3,8,3080,0,2008,0,"98052",47.7066,-122.112,2750,4929 +"2880100240","20140825T000000",439950,2,1.75,1210,3000,"1",0,0,5,7,910,300,1906,0,"98117",47.6789,-122.365,1260,3000 +"5253300320","20141103T000000",395000,4,1.75,1950,10219,"1",0,0,3,7,1950,0,1962,0,"98133",47.7492,-122.336,1500,9099 +"2291400566","20140807T000000",375000,4,1,1450,6820,"1.5",0,0,3,6,1450,0,1947,0,"98133",47.7061,-122.347,1450,6820 +"0103400160","20140515T000000",263000,3,2.25,1590,7748,"2",0,0,4,7,1590,0,1991,0,"98003",47.2857,-122.3,1590,7606 +"1951600240","20141208T000000",185000,3,1,1240,9198,"1.5",0,0,4,7,1240,0,1959,0,"98032",47.37,-122.297,1170,8970 +"0224069129","20150225T000000",500000,3,1,1440,54315,"1",0,0,3,7,790,650,1974,0,"98075",47.591,-122.01,2690,40518 +"5608000860","20140926T000000",920000,4,2.5,3470,10045,"2",0,0,3,10,3470,0,1993,0,"98027",47.554,-122.095,4370,12359 +"0424069271","20141024T000000",936000,7,3.75,5100,21802,"2",0,0,3,10,3640,1460,2001,0,"98075",47.595,-122.04,3350,10005 +"8964800390","20140508T000000",1.5e+006,3,1.75,2430,12757,"1",0,2,4,8,1340,1090,1952,0,"98004",47.6201,-122.209,2930,12450 +"7533800885","20141027T000000",1.1e+006,3,2.25,2420,7200,"1",0,0,3,8,1420,1000,1948,0,"98115",47.6867,-122.275,2500,7200 +"2312400200","20150102T000000",247000,3,2.5,1510,10875,"1",0,0,3,7,1150,360,1990,0,"98003",47.3482,-122.3,1810,9916 +"3226049267","20150425T000000",289500,3,1,1200,5525,"1",0,0,2,7,1200,0,1947,0,"98115",47.6981,-122.325,1580,7200 +"7852130640","20140602T000000",432500,3,2.5,2240,6396,"2",0,0,3,7,2240,0,2002,0,"98065",47.5356,-121.881,2610,5128 +"9530101535","20150327T000000",680000,3,1.75,1870,4320,"1",0,0,4,7,970,900,1920,0,"98103",47.6663,-122.357,1810,3900 +"6822100030","20140528T000000",589000,3,1,1110,6000,"1.5",0,0,5,7,1110,0,1932,0,"98199",47.6496,-122.403,1420,6000 +"1090000036","20141223T000000",756450,4,2,3210,8400,"1.5",0,0,5,7,2040,1170,1914,0,"98136",47.5322,-122.391,2540,6458 +"6619910260","20150407T000000",536650,3,1.75,2090,8910,"1",0,0,3,8,1230,860,1975,0,"98034",47.7149,-122.222,2310,10695 +"0342000036","20140702T000000",540000,3,2.25,1320,1800,"2",0,0,3,7,1320,0,1994,0,"98122",47.6081,-122.289,2010,4500 +"3448002267","20150428T000000",385000,3,1.75,1340,3850,"1",0,0,4,7,1340,0,1960,0,"98125",47.7134,-122.292,1540,7645 +"7974200765","20140902T000000",485000,3,1,1020,6120,"1",0,0,3,7,1020,0,1941,0,"98115",47.6787,-122.285,2370,6695 +"7230400400","20140926T000000",240000,3,2,1220,17652,"1",0,0,4,7,1220,0,1980,0,"98059",47.4712,-122.1,1990,17652 +"7230400400","20150326T000000",415500,3,2,1220,17652,"1",0,0,4,7,1220,0,1980,0,"98059",47.4712,-122.1,1990,17652 +"2028700575","20141113T000000",550000,3,2,1390,2688,"1.5",0,0,5,7,1390,0,1915,0,"98117",47.6783,-122.366,1440,2900 +"4232400400","20140929T000000",1.26e+006,4,2,2970,5400,"2.5",0,0,4,9,2970,0,1900,0,"98112",47.6235,-122.309,2500,5040 +"0792500260","20140715T000000",430000,2,2,1440,213008,"2",0,0,4,7,1440,0,1990,0,"98070",47.3604,-122.457,1630,161172 +"2493200370","20141112T000000",415000,2,1.75,1550,4257,"1",0,3,3,7,830,720,1953,0,"98136",47.5274,-122.384,1920,5100 +"0844001052","20150128T000000",365000,4,2.5,1904,8200,"2",0,0,5,7,1904,0,1999,0,"98010",47.3107,-122.001,1560,12426 +"7696610240","20141210T000000",257000,4,1.5,1400,8500,"2",0,0,3,7,1400,0,1975,0,"98001",47.3314,-122.275,1580,7650 +"3630110370","20140624T000000",420000,3,2.5,2140,3821,"2",0,0,3,8,2140,0,2005,0,"98029",47.5541,-121.995,2860,3841 +"1217000270","20140916T000000",338995,3,1.75,1320,9450,"1",0,0,5,7,1320,0,1943,0,"98166",47.4557,-122.348,1320,8315 +"9441300030","20150410T000000",615000,3,1.75,2620,8280,"1",0,0,4,7,1330,1290,1948,0,"98177",47.7235,-122.359,1530,8160 +"2991000160","20141212T000000",312500,4,0.5,2300,5570,"2",0,0,3,8,2300,0,1996,0,"98092",47.3285,-122.168,1820,6371 +"6641020160","20140506T000000",513000,4,2.5,2000,5684,"2",0,0,3,8,2000,0,1996,0,"98028",47.7443,-122.22,2210,7066 +"2998300075","20150127T000000",857500,4,2.75,2960,5040,"2",0,3,3,9,2210,750,1952,1993,"98116",47.5747,-122.408,2270,5500 +"5456000570","20141230T000000",1.06e+006,3,2.75,2700,22343,"1.5",0,1,4,10,2700,0,1977,0,"98040",47.5706,-122.209,3390,15682 +"7784400070","20140722T000000",585000,3,1.75,1740,9500,"1",0,3,4,8,1150,590,1958,0,"98146",47.4919,-122.365,2110,9450 +"2781250400","20141008T000000",350500,2,2.5,1770,4950,"1",0,0,3,7,1770,0,2003,0,"98038",47.3497,-122.025,1770,4500 +"3821400200","20141006T000000",215000,3,2,1290,9312,"1",0,0,3,7,1290,0,1947,0,"98168",47.4811,-122.325,1650,7300 +"3580900200","20140617T000000",440000,4,2,1450,8400,"1.5",0,0,4,7,1450,0,1962,0,"98034",47.7285,-122.24,1450,7440 +"5466750140","20150427T000000",270000,3,2.25,1420,7800,"1",0,0,4,7,1130,290,1985,0,"98042",47.3598,-122.157,1460,7800 +"8122100160","20141023T000000",385000,3,0.75,1330,7020,"1",0,0,5,7,1330,0,1924,0,"98126",47.5377,-122.376,1410,5802 +"9523102447","20141117T000000",688500,3,1.75,1760,4125,"1.5",0,3,4,7,1760,0,1927,0,"98103",47.6748,-122.352,1760,4000 +"7234601525","20140519T000000",700000,3,1.75,2010,4905,"1",0,0,5,7,1230,780,1912,0,"98122",47.6105,-122.309,2210,1834 +"6071300160","20140822T000000",585000,5,2,2560,14467,"1",0,0,3,8,1280,1280,1960,0,"98006",47.5547,-122.178,2200,10267 +"8044200200","20150226T000000",401000,2,1.5,1260,2625,"2",0,0,4,7,1260,0,1983,0,"98052",47.6747,-122.151,1260,2625 +"8563050350","20150306T000000",655000,4,2.25,2420,7725,"1",0,0,4,8,1890,530,1972,0,"98052",47.6287,-122.093,1740,7944 +"1282300105","20140604T000000",317000,3,1,1010,5400,"1",0,0,3,6,1010,0,1959,0,"98144",47.5746,-122.293,960,5400 +"3374300030","20150505T000000",500000,4,2.5,1770,8155,"1.5",0,0,4,6,1770,0,1970,1993,"98034",47.719,-122.173,1460,7360 +"9232900075","20141021T000000",314963,2,1,890,6350,"1",0,0,3,6,890,0,1943,0,"98103",47.6975,-122.357,1490,6350 +"0952000640","20141027T000000",715000,3,1.5,1670,5060,"2",0,2,5,7,1670,0,1925,0,"98126",47.5671,-122.379,1670,5118 +"7334600030","20141014T000000",280000,3,2.25,1360,9600,"2",0,0,3,7,1360,0,1992,0,"98045",47.4687,-121.749,1200,10400 +"0200500700","20140612T000000",531000,3,2.5,2120,9736,"2",0,0,3,9,2120,0,1988,0,"98011",47.7374,-122.219,2490,8763 +"0011200400","20140923T000000",617000,3,2.5,1910,4488,"2",0,0,3,8,1910,0,1998,0,"98007",47.6176,-122.14,1530,3696 +"1139000135","20141009T000000",440000,4,1,1480,7560,"1.5",0,0,3,7,1480,0,1940,0,"98177",47.7079,-122.358,1480,7560 +"7468900270","20140729T000000",140000,3,1,1090,10114,"1",0,0,4,7,1090,0,1955,0,"98002",47.2975,-122.223,1380,7800 +"1036400200","20150213T000000",661000,4,1.75,1670,13125,"1",0,0,5,8,1670,0,1973,0,"98052",47.6315,-122.101,2360,12500 +"1036400200","20150429T000000",697000,4,1.75,1670,13125,"1",0,0,5,8,1670,0,1973,0,"98052",47.6315,-122.101,2360,12500 +"3622900200","20140627T000000",1.195e+006,5,2.75,3650,13297,"2",0,0,5,9,2750,900,1969,0,"98040",47.5497,-122.228,2900,11568 +"6884800262","20140920T000000",535000,4,2,1970,3515,"1",0,0,5,8,1030,940,1969,0,"98115",47.6873,-122.314,1650,4275 +"7950302255","20150324T000000",404500,2,2,1320,3060,"1.5",0,0,4,6,1320,0,1910,0,"98118",47.5643,-122.284,1410,3264 +"3524039196","20141112T000000",396500,3,1,1710,5110,"1",0,0,3,7,1100,610,1954,0,"98126",47.5256,-122.379,1310,5110 +"2064800830","20150320T000000",450000,3,2.25,1740,9488,"1",0,0,4,8,1180,560,1977,0,"98056",47.5339,-122.174,1880,8615 +"1861400116","20150116T000000",605000,3,3.25,2200,2400,"2",0,0,3,8,1740,460,1988,0,"98119",47.6325,-122.371,2200,3600 +"7129302685","20140911T000000",699000,3,2,2010,4320,"2",0,2,3,9,2010,0,1999,0,"98118",47.5153,-122.256,1640,5225 +"4046600070","20140619T000000",805000,3,3,3910,19023,"2",0,0,3,11,3910,0,1985,0,"98014",47.6953,-121.914,1860,15001 +"8655900162","20150219T000000",156000,1,0.75,470,15000,"1",0,0,3,4,470,0,1947,0,"98014",47.6554,-121.908,1730,22500 +"2193310320","20150306T000000",595000,4,2.5,2330,7064,"1",0,0,4,8,1780,550,1984,0,"98052",47.6955,-122.097,1740,8075 +"5417600200","20140728T000000",285000,3,1.75,1930,7200,"1.5",0,0,3,6,1930,0,1929,0,"98065",47.5263,-121.809,1350,9000 +"4178900070","20150325T000000",725000,4,2.5,3270,6055,"2",0,0,3,9,3270,0,2007,0,"98056",47.5374,-122.192,2740,7367 +"2115720070","20141125T000000",216300,3,2.5,1650,5000,"2",0,0,3,8,1650,0,1985,0,"98023",47.3206,-122.394,1720,5000 +"3211100990","20141020T000000",410000,4,2.75,2220,8450,"1",0,0,4,7,1260,960,1983,0,"98059",47.4804,-122.157,1580,8450 +"5288200260","20140903T000000",597000,2,1.75,2470,4600,"1",0,3,4,7,1140,1330,1916,0,"98126",47.5599,-122.378,1790,5175 +"1771110070","20150218T000000",325000,3,1,1300,9300,"1",0,0,4,7,1300,0,1977,0,"98077",47.7562,-122.073,1300,10064 +"0274000070","20150401T000000",355000,5,2.75,2530,9375,"1",0,0,5,7,1530,1000,1966,0,"98030",47.3738,-122.214,2250,8200 +"2816900030","20141218T000000",338000,3,1.5,2400,8215,"1",0,0,3,7,1200,1200,1961,0,"98146",47.5001,-122.338,1460,8217 +"0304100070","20141118T000000",210000,4,2.25,1500,5393,"2",0,0,3,7,1500,0,1999,0,"98001",47.3378,-122.263,1700,5917 +"3876200350","20140814T000000",423000,4,1.75,1700,9000,"1",0,0,3,7,1700,0,1967,0,"98034",47.7308,-122.18,1930,7818 +"7806210070","20150211T000000",249500,4,1.5,2120,8554,"1",0,0,4,7,1170,950,1977,0,"98002",47.2933,-122.195,1790,8554 +"5437600140","20150110T000000",325000,4,2.5,2240,5105,"2",0,0,4,8,2240,0,2002,0,"98042",47.3922,-122.165,1920,5288 +"1796360370","20150325T000000",257000,3,1.75,1540,8223,"1",0,0,4,7,1070,470,1987,0,"98042",47.3666,-122.089,1240,8113 +"1428001160","20150420T000000",550000,3,1.75,1890,100623,"1",0,3,3,8,1890,0,1978,0,"98053",47.6454,-121.978,2110,50529 +"1233100260","20141114T000000",490000,3,1,1260,9638,"2",0,0,4,7,1260,0,1920,0,"98033",47.6773,-122.178,1760,7822 +"8835220200","20150202T000000",299000,2,1.5,1160,3838,"2",0,0,3,7,1160,0,1983,0,"98034",47.7255,-122.164,1410,3780 +"2023039045","20141103T000000",295000,2,1,1300,39639,"1",0,0,4,6,1300,0,1960,0,"98070",47.466,-122.452,1880,98881 +"7504400400","20141029T000000",630000,4,2.5,3220,14463,"2",0,0,3,8,3220,0,1978,0,"98074",47.6261,-122.047,2550,12109 +"1432900310","20150424T000000",320000,4,1.5,2020,8474,"1",0,0,5,7,1010,1010,1962,0,"98058",47.4579,-122.17,1720,8166 +"9541600295","20150424T000000",1.11e+006,4,2.5,2990,8640,"1",0,0,5,8,2100,890,1959,0,"98005",47.5932,-122.172,2270,8800 +"2914700310","20140922T000000",398000,4,1,1420,6458,"1",0,0,4,7,1420,0,1953,0,"98117",47.6988,-122.358,1670,6350 +"7972604355","20140521T000000",218000,3,1,1020,7874,"1",0,0,3,7,1020,0,1956,0,"98106",47.5175,-122.346,1290,7320 +"2423069084","20150303T000000",590000,4,2.75,2400,104108,"2",0,0,3,8,2400,0,1988,0,"98027",47.4686,-121.989,2270,54450 +"8655000070","20140601T000000",1.595e+006,5,3,3640,8239,"2",0,3,3,10,2540,1100,1982,0,"98008",47.5842,-122.111,3330,10643 +"8165501620","20141218T000000",348500,2,2.25,1550,1824,"2",0,0,3,8,1550,0,2007,0,"98106",47.5396,-122.368,1460,1826 +"8682281480","20140725T000000",592500,2,2,1870,4751,"1",0,0,3,8,1870,0,2006,0,"98053",47.7082,-122.015,2170,5580 +"1137610140","20140610T000000",505000,3,2.5,2340,5957,"2",0,0,3,8,2340,0,1995,0,"98028",47.7347,-122.236,2340,6604 +"4232900310","20141029T000000",1.43e+006,5,4.25,3350,3600,"2",0,0,3,10,2260,1090,2014,0,"98119",47.6351,-122.364,1810,3600 +"0324000370","20140721T000000",502000,3,1,1710,5000,"1",0,0,5,7,1140,570,1921,0,"98116",47.5719,-122.385,1670,4000 +"3822200036","20140624T000000",257500,2,2,1180,9265,"1",0,0,3,7,1180,0,1940,0,"98125",47.7252,-122.297,460,18000 +"3876100310","20140711T000000",405000,3,1.5,1600,7500,"1",0,0,3,7,1600,0,1966,0,"98034",47.721,-122.182,1700,7500 +"8024201525","20150317T000000",427000,3,1.75,1300,5111,"1",0,0,4,7,1300,0,1959,0,"98115",47.7005,-122.314,1370,5111 +"4024101670","20141204T000000",290000,3,1.5,1040,9997,"1",0,0,4,7,1040,0,1955,0,"98155",47.7583,-122.302,1040,8699 +"3124049171","20150324T000000",222000,3,1,1220,7695,"1",0,0,3,7,1220,0,1954,0,"98106",47.5191,-122.339,1210,7412 +"2310100240","20141218T000000",315000,3,2.5,2240,6097,"2",0,0,3,8,2240,0,2002,0,"98038",47.3503,-122.042,2240,5574 +"8021700030","20140604T000000",371000,3,1.5,1420,4500,"1",0,0,3,7,1420,0,1959,0,"98103",47.694,-122.332,1540,6375 +"3861500340","20140626T000000",279900,3,1.75,1580,6620,"1",0,0,3,7,1580,0,1988,0,"98003",47.2798,-122.303,1580,8137 +"1823069046","20150420T000000",250000,3,1.5,2390,23522,"1",0,0,2,7,1890,500,1938,1968,"98059",47.4754,-122.09,2430,23958 +"6070500055","20140506T000000",599000,4,2.25,2260,29930,"2",0,0,4,8,1400,860,1977,0,"98006",47.5689,-122.126,2770,29930 +"0520069032","20140716T000000",267300,3,1.75,1890,93218,"1",0,0,4,7,1890,0,1964,0,"98092",47.2568,-122.07,1690,172062 +"4154303655","20141211T000000",585000,2,1.75,1830,7200,"1",0,2,4,7,1070,760,1949,0,"98118",47.5592,-122.273,1570,6000 +"3876800710","20150414T000000",350000,3,1.75,1000,8268,"1",0,0,3,6,1000,0,1969,0,"98072",47.7417,-122.172,1220,7800 +"0259000240","20140617T000000",506000,3,1.75,2180,7700,"1",0,0,3,8,1480,700,1961,0,"98177",47.7594,-122.361,2180,7604 +"1822069041","20141113T000000",400000,6,2,2320,210830,"2",0,0,4,8,2320,0,1962,0,"98058",47.398,-122.081,2540,217800 +"7520000695","20141104T000000",151100,3,1,840,4495,"1",0,0,3,6,840,0,1921,0,"98146",47.496,-122.349,1260,7434 +"7520000695","20150421T000000",251000,3,1,840,4495,"1",0,0,3,6,840,0,1921,0,"98146",47.496,-122.349,1260,7434 +"2141330700","20140522T000000",555000,4,2.25,2350,8140,"1",0,0,4,8,1430,920,1977,0,"98006",47.5579,-122.129,2640,8700 +"3123039082","20141006T000000",467500,3,1.75,2040,273556,"1",0,0,3,7,2040,0,1997,0,"98070",47.4361,-122.469,1790,273556 +"7215420370","20150407T000000",479000,4,2.5,2370,30378,"2",0,0,3,8,2370,0,1996,0,"98042",47.3389,-122.066,2870,34834 +"1311000270","20150416T000000",247000,5,2,1590,9350,"1",0,0,5,7,1060,530,1962,0,"98001",47.3398,-122.286,1460,8210 +"7334500800","20150123T000000",299500,3,1,1380,10875,"1",0,0,3,7,1380,0,1977,0,"98045",47.4653,-121.745,1040,10875 +"2832100270","20150507T000000",306888,4,1.5,1940,8970,"1.5",0,0,3,7,1270,670,1980,0,"98125",47.7297,-122.326,1960,8470 +"3022079094","20141006T000000",675000,4,2.5,3320,244807,"2",0,0,3,9,3320,0,2001,0,"98010",47.3637,-121.955,2530,217800 +"2436200320","20150421T000000",577000,2,1,1090,5265,"1.5",0,0,4,7,1090,0,1947,0,"98105",47.6638,-122.292,2080,4000 +"1042500013","20140520T000000",219950,3,1.5,1650,9936,"1",0,0,3,7,1090,560,1967,0,"98003",47.3285,-122.328,1560,9890 +"3897100060","20140723T000000",375000,3,1.5,1110,5500,"1",0,0,3,6,1110,0,1940,1997,"98033",47.6717,-122.184,1670,6600 +"3188100105","20141107T000000",650000,4,2.5,2110,6820,"1",0,0,5,7,1530,580,1942,0,"98115",47.6882,-122.306,1420,6431 +"2767604170","20150406T000000",975000,3,3,1850,5000,"1.5",0,0,2,6,1850,0,1900,0,"98107",47.6711,-122.386,1360,2500 +"1773100765","20150429T000000",229000,1,1,600,3720,"1",0,0,3,6,600,0,1920,0,"98106",47.5558,-122.363,1480,4800 +"1211000070","20140921T000000",575000,5,2.5,2760,4000,"1.5",0,0,3,8,1730,1030,1926,2014,"98122",47.6074,-122.299,1680,4000 +"8920100041","20150428T000000",815000,4,1.75,2970,14880,"1",0,4,5,9,1560,1410,1962,0,"98075",47.5907,-122.086,3310,13388 +"0126059225","20140806T000000",525000,3,1.75,2300,43560,"1",0,0,4,7,1350,950,1979,0,"98077",47.7716,-122.101,2320,57000 +"9286100320","20140606T000000",471000,3,2.5,2030,2805,"2",0,0,3,8,1720,310,2001,0,"98027",47.5305,-122.047,1670,2898 +"4449800681","20140623T000000",450000,4,1.75,2160,4333,"1",0,0,4,8,1260,900,1942,0,"98117",47.6893,-122.388,1670,4426 +"5505700030","20140528T000000",590000,3,2,1650,6150,"2",0,0,4,7,1650,0,1926,1993,"98116",47.5713,-122.394,1280,6150 +"3260590070","20140801T000000",744000,4,2.5,3140,7260,"2",0,0,3,8,2200,940,2004,0,"98006",47.5664,-122.124,2860,8186 +"3211240370","20141201T000000",460000,4,2.25,2690,36114,"2",0,0,4,9,2690,0,1986,0,"98092",47.3106,-122.116,2570,35091 +"8142000060","20150313T000000",299000,5,2.5,1940,9389,"1",0,0,4,7,1290,650,1960,0,"98155",47.7438,-122.328,1810,9390 +"5595900316","20150129T000000",231000,4,1,1220,5120,"1.5",0,0,5,6,1220,0,1940,0,"98022",47.205,-121.996,1540,7670 +"4312700200","20140820T000000",195000,3,1,1300,9600,"1",0,0,4,6,1300,0,1975,0,"98092",47.3037,-122.107,1150,10222 +"9407001600","20150423T000000",305000,3,1.75,1660,11500,"1",0,0,3,7,1130,530,1979,0,"98045",47.4473,-121.774,1250,11000 +"5700001895","20150302T000000",895000,4,1.5,3390,6200,"2",0,0,4,8,2530,860,1916,0,"98144",47.58,-122.29,3080,6000 +"1424200070","20140507T000000",1.11e+006,4,1.5,2310,13300,"1",0,0,3,7,1890,420,1950,0,"98004",47.6232,-122.21,2840,12744 +"1708400370","20140626T000000",339000,2,1,950,7954,"1",0,0,4,7,950,0,1941,0,"98108",47.557,-122.306,1180,6828 +"5457801925","20150411T000000",885000,4,3.75,2400,3520,"1",0,0,3,7,1370,1030,1924,2005,"98109",47.6295,-122.346,2230,1419 +"2895600350","20141103T000000",375000,3,1,1780,5236,"1.5",0,0,5,6,1050,730,1944,0,"98146",47.5119,-122.386,1260,5320 +"4036801070","20140804T000000",367400,4,1.5,1280,7400,"1",0,0,3,7,1280,0,1958,0,"98008",47.6023,-122.123,1310,7400 +"0976000879","20150424T000000",700000,4,2,1930,5398,"1",0,0,3,7,1430,500,1953,0,"98119",47.646,-122.363,1910,4902 +"7923100400","20150130T000000",667000,5,2.25,2560,10360,"1",0,0,4,8,1870,690,1966,0,"98008",47.5819,-122.126,2070,7875 +"7129304200","20141222T000000",200000,2,1,920,5250,"1",0,0,4,6,920,0,1906,0,"98118",47.5177,-122.266,1210,5250 +"2225069062","20150415T000000",552775,3,2.5,1900,18414,"2",0,0,3,8,1900,0,1971,2007,"98074",47.6326,-122.015,2900,39921 +"3343903240","20140722T000000",452000,3,2,2270,148975,"1",0,0,4,6,1270,1000,1900,1980,"98056",47.5092,-122.195,2210,17388 +"5095401360","20141121T000000",418000,3,2.5,2080,16050,"1",0,0,5,8,1360,720,1978,0,"98059",47.4694,-122.069,1790,14550 +"2547200160","20150212T000000",601500,3,1.75,1460,10128,"1",0,0,3,8,1460,0,1968,2000,"98033",47.6709,-122.167,2240,10154 +"0124069032","20140505T000000",600000,3,1.75,1670,39639,"1",0,0,4,8,1670,0,1976,1992,"98075",47.5929,-121.989,2330,30492 +"7300400320","20150424T000000",340000,4,2.5,2810,6481,"2",0,0,3,9,2810,0,1998,0,"98092",47.333,-122.172,2660,6958 +"7212660560","20140826T000000",310000,3,2.5,2370,6752,"2",0,0,3,8,2370,0,1994,0,"98003",47.2703,-122.312,1870,7455 +"3343902650","20141217T000000",290000,2,1.75,1700,18000,"1",0,0,3,8,1700,0,1972,0,"98056",47.5066,-122.194,1700,8225 +"3034200036","20150424T000000",438000,2,1,1630,9255,"1",0,0,3,7,1630,0,1941,0,"98133",47.7222,-122.332,1800,8000 +"1498303855","20150224T000000",718000,4,2.75,2930,4408,"1",0,0,5,8,1660,1270,1939,0,"98144",47.5841,-122.295,2200,4000 +"1446404015","20140620T000000",200000,2,1,860,6600,"1",0,0,5,6,860,0,1949,0,"98168",47.4878,-122.324,1030,6732 +"5467910140","20140528T000000",479900,3,2,1980,12150,"1",0,0,3,9,1980,0,1994,0,"98042",47.3657,-122.152,2200,12150 +"2472920800","20150423T000000",400000,3,2.5,2080,7877,"2",0,0,3,9,2080,0,1987,0,"98058",47.4395,-122.151,2550,7660 +"7147600070","20150323T000000",219950,3,1,1060,10042,"1",0,0,4,7,1060,0,1957,0,"98188",47.4434,-122.283,1130,10925 +"3820350140","20140827T000000",300000,3,2.5,1590,3381,"2",0,0,3,7,1590,0,2000,0,"98019",47.7344,-121.986,1820,3383 +"0520700125","20140805T000000",437000,3,2.25,1980,8775,"1",0,0,3,7,1290,690,1959,0,"98177",47.7753,-122.359,1550,9240 +"3211200140","20140710T000000",350000,4,2,1720,7210,"1",0,0,3,7,860,860,1971,0,"98034",47.7307,-122.239,1250,7210 +"0250000320","20140929T000000",626000,4,1.75,1350,9293,"1",0,0,4,7,1350,0,1954,0,"98004",47.6335,-122.196,1890,9293 +"6139800640","20150224T000000",490000,3,2.5,2080,12032,"2",0,0,3,8,2080,0,1978,0,"98077",47.7455,-122.073,2320,9900 +"6699000710","20140520T000000",289000,3,2.5,2090,4700,"2",0,0,3,8,2090,0,2002,0,"98042",47.3724,-122.104,2740,5040 +"7010700550","20141114T000000",595000,3,2.5,2030,5100,"2",0,0,3,7,2030,0,2008,0,"98199",47.6594,-122.397,1790,4380 +"5506500070","20141211T000000",676000,3,2.25,2680,41804,"1",0,0,3,9,2680,0,1989,0,"98045",47.4828,-121.73,2680,40866 +"3293700521","20150414T000000",389000,3,1.75,1820,8028,"1",0,0,3,7,1220,600,1980,0,"98133",47.7466,-122.355,1940,11100 +"6929604005","20140915T000000",240000,3,2,1300,5000,"1",0,0,4,7,1300,0,1983,0,"98198",47.3837,-122.304,1630,7500 +"3216900070","20140617T000000",382500,4,2.5,2210,7079,"2",0,0,3,8,2210,0,1993,0,"98031",47.4206,-122.183,1970,7000 +"7922800160","20140509T000000",511555,3,2,1400,7293,"1",0,0,4,7,1400,0,1963,0,"98008",47.586,-122.12,1600,7960 +"6610000320","20140910T000000",710500,3,1.75,2040,4125,"1.5",0,0,4,8,1540,500,1917,0,"98107",47.6608,-122.359,1620,4400 +"5561400140","20140521T000000",429000,3,2.5,2420,49928,"2",0,0,3,8,1860,560,1985,0,"98027",47.463,-122.008,2620,37301 +"7686202065","20140723T000000",170000,4,1.75,1920,7500,"1",0,0,4,7,1920,0,1962,0,"98198",47.4222,-122.318,1490,8000 +"4107100204","20140821T000000",2.135e+006,4,3.25,3860,17820,"1",0,4,4,10,2630,1230,1975,0,"98004",47.6224,-122.215,4590,23760 +"7214810510","20150408T000000",480000,5,2.75,2760,7200,"1",0,0,3,7,1430,1330,1979,0,"98072",47.7563,-122.147,2460,8750 +"5350201180","20140720T000000",1.665e+006,4,3.75,3450,8395,"2",0,4,4,10,2640,810,1993,0,"98122",47.6134,-122.282,3180,5183 +"8148600055","20140513T000000",225000,3,1,1040,6535,"1",0,0,3,6,1040,0,1947,0,"98168",47.4906,-122.306,1100,6535 +"0226039270","20141201T000000",615000,3,1.75,2220,7224,"1",0,2,3,8,2040,180,1975,0,"98177",47.774,-122.384,2540,9990 +"1220069035","20141120T000000",438950,4,2.5,2470,385506,"2",0,3,3,7,2470,0,1991,0,"98022",47.2396,-121.993,1680,158994 +"7466900320","20150304T000000",242000,3,1.75,1300,9856,"1",0,0,4,7,1300,0,1962,0,"98003",47.3448,-122.298,1400,9600 +"8078430030","20140716T000000",560000,3,2.5,1960,9686,"1",0,0,3,8,1460,500,1989,0,"98074",47.6339,-122.026,1960,8254 +"9523100550","20141003T000000",857500,3,1.5,2040,3960,"2",0,2,5,8,2040,0,1928,0,"98103",47.6658,-122.355,1540,3400 +"8961970510","20140506T000000",685000,4,2.5,3030,7864,"2",0,0,3,9,3030,0,1999,0,"98074",47.6075,-122.017,2790,7034 +"3574800810","20150403T000000",486000,4,3,2260,7336,"2",0,0,4,7,2260,0,1977,0,"98034",47.7297,-122.219,2200,7724 +"7732410390","20140605T000000",749000,3,2.5,2670,10338,"2",0,0,3,9,2670,0,1987,0,"98007",47.6599,-122.146,2670,8866 +"7697870700","20141114T000000",260000,3,2.5,1520,6298,"2",0,0,3,7,1520,0,1986,0,"98030",47.3687,-122.182,1670,7207 +"9275702405","20150114T000000",1.015e+006,3,1.75,3610,8502,"1.5",0,2,3,10,2610,1000,1930,0,"98126",47.583,-122.379,2900,5016 +"1370804461","20150310T000000",565000,3,1.75,1130,5111,"1",0,0,4,7,930,200,1942,0,"98199",47.6379,-122.4,1360,4424 +"4310702440","20141014T000000",355000,3,2,1480,2502,"2",0,0,3,7,1480,0,1991,0,"98103",47.6969,-122.338,1850,5000 +"3935900030","20140730T000000",775000,5,2,3540,9970,"2",0,3,3,9,3540,0,1970,0,"98125",47.7108,-122.277,2280,7195 +"6385800030","20150422T000000",335000,4,2.25,2100,7305,"1",0,0,4,7,1050,1050,1963,0,"98188",47.4676,-122.296,1760,7308 +"1193000390","20140620T000000",1.3e+006,5,4,3366,7800,"2.5",0,2,3,8,2966,400,1937,0,"98199",47.6466,-122.391,2340,6000 +"8605900060","20140603T000000",545000,3,1.75,1810,3000,"1.5",0,0,4,7,1810,0,1903,0,"98107",47.6599,-122.363,1140,3000 +"3964400160","20141118T000000",540000,3,1.75,1680,4240,"1.5",0,0,4,7,1680,0,1926,0,"98144",47.5745,-122.311,1460,4240 +"1455600045","20140915T000000",687500,3,1.75,2450,9377,"1",0,2,4,8,1540,910,1962,0,"98125",47.7296,-122.284,2520,9725 +"4031000520","20140708T000000",115000,1,2,1150,9812,"1",0,0,4,7,1150,0,1962,0,"98001",47.2951,-122.284,1200,9812 +"4031000520","20141125T000000",227000,1,2,1150,9812,"1",0,0,4,7,1150,0,1962,0,"98001",47.2951,-122.284,1200,9812 +"3299610240","20150429T000000",870000,4,2.5,3240,7621,"2",0,2,3,9,3240,0,2003,0,"98075",47.5641,-122.032,4610,7150 +"1727850350","20141112T000000",1.19e+006,4,2.5,3480,12164,"1.5",0,0,4,11,3480,0,1984,0,"98005",47.6404,-122.171,3960,16855 +"5416510990","20140910T000000",375000,4,2.5,2800,5000,"2",0,0,3,9,2800,0,2006,0,"98038",47.3596,-122.036,2960,5092 +"4154303215","20140828T000000",902000,3,2.75,3240,7200,"1",0,2,3,8,1620,1620,1960,0,"98118",47.567,-122.273,2700,7200 +"0421000465","20140617T000000",269500,2,1.5,1480,7276,"1",0,0,4,6,940,540,1978,0,"98056",47.4942,-122.166,1090,6710 +"9164100105","20150310T000000",570000,3,1,1700,4750,"1.5",0,0,4,6,1200,500,1909,0,"98117",47.6819,-122.389,1550,4750 +"6300000320","20140821T000000",359950,2,1,1240,7590,"1",0,0,4,7,1040,200,1939,0,"98133",47.7061,-122.34,1190,5692 +"0824059324","20150325T000000",1.45e+006,4,3.5,3720,8301,"2",0,0,3,10,2880,840,2008,0,"98004",47.5885,-122.199,2080,9676 +"0259900320","20140717T000000",615000,3,2.5,1910,3427,"2",0,0,3,8,1910,0,2001,0,"98052",47.6324,-122.11,2240,3720 +"7888200140","20140604T000000",250000,4,2,2120,8701,"1.5",0,0,4,7,2120,0,1960,0,"98198",47.3722,-122.308,1720,8527 +"7852130550","20140916T000000",530000,4,2.5,3020,6788,"2",0,0,3,7,3020,0,2002,0,"98065",47.5346,-121.881,2640,5325 +"2824089053","20150127T000000",474950,3,2,2250,222156,"1",0,0,3,7,2250,0,1987,0,"98065",47.542,-121.792,2110,121968 +"3935900350","20150222T000000",490000,4,2,1650,6480,"2",0,0,5,7,1650,0,1947,0,"98125",47.7117,-122.286,1650,6350 +"5347200162","20140528T000000",210000,2,1.5,880,1157,"2",0,0,3,7,880,0,2007,0,"98126",47.5188,-122.376,1070,1203 +"1953400520","20141114T000000",265500,3,1,1860,9225,"1",0,0,3,7,1860,0,1957,0,"98198",47.3904,-122.3,1740,12204 +"1251200045","20140620T000000",1.4625e+006,5,3.25,3840,4800,"3",0,3,3,10,2750,1090,2008,0,"98144",47.5929,-122.29,2060,4800 +"1858600012","20140605T000000",310000,4,2.25,2192,12128,"2",0,0,3,8,2192,0,2006,0,"98030",47.3644,-122.2,1914,4649 +"4307310400","20150409T000000",324500,3,2.5,1590,4108,"2",0,0,3,7,1590,0,2003,0,"98056",47.4832,-122.181,2160,3912 +"6708200320","20140929T000000",599000,4,4.75,3700,11000,"1",0,0,4,7,1840,1860,1962,0,"98028",47.768,-122.251,1720,11564 +"1473060030","20140709T000000",525000,4,2.5,3670,9958,"2",0,0,3,10,3670,0,2005,0,"98058",47.4617,-122.159,3300,10679 +"6163901382","20140515T000000",400000,3,1,1630,10304,"1",0,0,5,7,1630,0,1953,0,"98155",47.7548,-122.317,1480,8515 +"0617000030","20141223T000000",887500,3,3,4230,54977,"2",0,3,3,9,3780,450,1951,2000,"98166",47.4176,-122.343,2880,27201 +"2887700875","20140723T000000",344000,2,1,1060,3325,"1.5",0,0,4,6,770,290,1932,0,"98115",47.6896,-122.307,1820,4275 +"9465910030","20140515T000000",525000,3,2.5,2700,7434,"2",0,0,3,9,2700,0,1991,0,"98072",47.7434,-122.174,2660,8405 +"6918710340","20140822T000000",385000,3,2.25,2110,8000,"2",0,0,3,8,2110,0,1975,0,"98034",47.7311,-122.204,1740,7270 +"0629810560","20141217T000000",820000,4,2.5,3720,8633,"2",0,0,3,10,3720,0,1999,0,"98074",47.6085,-122.013,3515,9660 +"1025039320","20150427T000000",1.305e+006,4,3.5,3440,5000,"2",0,0,3,11,2560,880,2006,0,"98199",47.6672,-122.409,3090,10241 +"3575200030","20140729T000000",549000,4,2.25,2420,59800,"1",0,0,4,8,1350,1070,1985,0,"98074",47.6206,-122.056,2160,17598 +"3298701070","20150225T000000",180000,3,1,1090,6771,"1.5",0,0,3,7,1090,0,1929,0,"98106",47.5177,-122.353,1230,4662 +"7852011040","20140521T000000",589000,4,2.5,2910,5776,"2",0,2,3,8,2910,0,1998,0,"98065",47.5388,-121.87,2550,6750 +"1705400350","20150127T000000",350000,3,1,1050,5518,"1",0,0,3,7,1050,0,1948,0,"98118",47.5564,-122.278,1490,4269 +"7682200320","20150409T000000",197400,3,2,1610,7575,"1",0,0,4,7,1110,500,1965,0,"98003",47.334,-122.3,1920,8400 +"3814701090","20140806T000000",267000,3,2.5,1760,6477,"2",0,0,4,8,1760,0,1986,0,"98030",47.3731,-122.172,1890,6800 +"8099800340","20141224T000000",480000,3,1.5,1540,20281,"1",0,0,3,7,1540,0,1977,0,"98075",47.5817,-122.007,1710,21090 +"5418200340","20141013T000000",650000,4,2.5,2580,9450,"1",0,0,4,8,1660,920,1959,0,"98125",47.703,-122.28,2060,9450 +"2767601805","20150213T000000",600000,2,1,1370,5000,"1.5",0,0,3,7,1370,0,1905,0,"98107",47.6744,-122.383,1500,5000 +"8682280340","20150430T000000",490000,2,1.75,1440,6265,"1",0,0,3,8,1440,0,2005,0,"98053",47.7028,-122.013,1810,5209 +"1432900030","20141121T000000",225000,3,1,1410,7700,"1",0,0,3,7,980,430,1962,0,"98058",47.4577,-122.171,1510,7700 +"1546600125","20140703T000000",640000,3,2.25,1980,10115,"1",0,0,3,8,1980,0,1959,0,"98005",47.6384,-122.174,2800,10143 +"7560000070","20140610T000000",710000,3,3.5,2440,3427,"2",0,0,3,7,1990,450,2000,0,"98005",47.589,-122.165,2440,2601 +"2130200160","20140609T000000",325000,3,2,1350,11805,"1",0,0,3,7,1350,0,1986,0,"98019",47.7313,-121.971,1350,14200 +"9238430140","20140725T000000",595000,3,3.25,3130,28001,"1",0,0,3,9,2210,920,1985,0,"98072",47.7741,-122.122,2710,34999 +"7116000350","20140718T000000",128750,3,1,880,7004,"1",0,0,3,5,880,0,1950,0,"98002",47.3019,-122.216,880,7828 +"4039500390","20141017T000000",465000,3,2.25,1920,7300,"1",0,0,3,7,1240,680,1961,0,"98008",47.6078,-122.128,1920,7700 +"8031700186","20140726T000000",710000,4,1.75,2700,7625,"1",0,0,4,8,1450,1250,1937,0,"98115",47.6838,-122.323,1760,3300 +"7625702505","20150306T000000",605000,4,2.75,1670,6000,"1",0,0,5,7,840,830,1917,0,"98136",47.5496,-122.385,1100,6000 +"7511000140","20140808T000000",994000,4,2.5,3470,20445,"2",0,0,4,10,3470,0,1963,0,"98040",47.547,-122.219,3360,21950 +"3191000030","20140619T000000",489950,3,2.25,1820,7326,"2",0,0,3,8,1820,0,1983,0,"98034",47.7133,-122.217,2430,7696 +"6150700394","20140506T000000",365000,3,1.5,1310,8160,"1",0,0,3,7,1310,0,1950,0,"98133",47.7291,-122.339,1090,7560 +"1786640030","20150202T000000",359950,3,2,1790,7212,"1",0,0,4,8,1790,0,1998,0,"98042",47.3898,-122.154,2330,7212 +"7708200400","20140929T000000",495000,4,2.5,2460,4774,"2",0,0,3,8,2460,0,2006,0,"98059",47.4912,-122.145,2510,4399 +"4406000390","20140521T000000",255000,3,1.5,1060,9039,"1",0,0,3,7,1060,0,1973,2013,"98058",47.4293,-122.151,1410,9515 +"1926059094","20140812T000000",330000,3,1.75,1340,10276,"1",0,0,4,7,1340,0,1961,0,"98034",47.7207,-122.222,2950,7987 +"9413500350","20140707T000000",450000,3,1.75,1480,8394,"1",0,0,4,8,1480,0,1971,0,"98052",47.6634,-122.144,1920,9184 +"7853240310","20150318T000000",655000,4,2.5,3500,11306,"2",0,2,3,9,3500,0,2005,0,"98065",47.5428,-121.861,3180,8028 +"5152800030","20150421T000000",485000,4,2.75,2910,16362,"1",0,2,4,9,2120,790,1969,0,"98003",47.3397,-122.322,2850,14904 +"1775950030","20140812T000000",375000,4,1.75,1940,15909,"1",0,0,3,8,970,970,1974,0,"98072",47.7578,-122.094,1940,15120 +"4221250320","20141017T000000",570000,4,2.5,2280,4534,"2",0,0,3,8,2280,0,2003,0,"98075",47.5902,-122.018,2246,4534 +"6749700117","20150423T000000",350000,3,2.25,1190,1022,"3",0,0,3,8,1190,0,1998,0,"98103",47.6972,-122.349,1210,1171 +"0290000075","20150225T000000",550000,3,1,1260,6000,"1",0,3,3,7,1260,0,1951,0,"98146",47.5058,-122.384,2020,6600 +"1842100160","20140731T000000",513000,5,2,2270,8652,"1",0,0,3,7,1150,1120,1965,0,"98052",47.6692,-122.151,1950,8050 +"4365200055","20141205T000000",450000,4,2.25,1990,7320,"1",0,0,4,7,1030,960,1965,0,"98126",47.5237,-122.376,1320,7320 +"3644100030","20150209T000000",432500,4,1.75,1500,1856,"1",0,0,5,7,750,750,1901,0,"98144",47.5917,-122.296,1220,1739 +"3220079017","20150213T000000",432000,5,2.75,2060,329903,"1.5",0,3,5,7,2060,0,1989,0,"98022",47.1776,-121.944,2240,220232 +"8121200710","20150123T000000",480000,3,2.25,1950,8892,"2",0,0,3,8,1950,0,1983,0,"98052",47.7213,-122.11,1900,8750 +"3574801740","20140728T000000",402200,3,1.75,1790,6980,"1",0,0,3,7,1330,460,1980,0,"98034",47.7311,-122.226,1770,8081 +"0644000102","20150413T000000",650000,3,1,1520,10227,"1",0,0,4,6,1520,0,1951,0,"98004",47.5872,-122.196,2710,10912 +"5315100784","20150424T000000",1.1995e+006,4,2.5,3240,13044,"2",0,0,4,9,3240,0,1984,0,"98040",47.5825,-122.242,2920,13044 +"9578200030","20140728T000000",312000,3,2,2440,13250,"1",0,0,4,8,1440,1000,1977,0,"98030",47.375,-122.227,2400,10650 +"2313900810","20150402T000000",610000,4,2,2220,5821,"1.5",0,0,4,7,1380,840,1916,0,"98116",47.5723,-122.382,1850,5000 +"1623300055","20150323T000000",823000,5,1.75,2640,7722,"1.5",0,0,4,7,1650,990,1915,0,"98117",47.6802,-122.361,1750,4000 +"9191200435","20141113T000000",471000,4,1.75,1450,3750,"1",0,0,4,7,950,500,1925,0,"98105",47.6706,-122.3,1850,4000 +"2591020560","20140702T000000",481015,3,2.25,1550,5511,"2",0,0,3,8,1550,0,1987,0,"98033",47.6946,-122.185,1620,5511 +"1923000260","20141015T000000",1.959e+006,5,4.5,6200,23373,"3",0,1,4,11,5050,1150,1988,0,"98040",47.5632,-122.215,3700,14486 +"2193300390","20140923T000000",624000,4,3.25,2810,11250,"1",0,0,3,8,1680,1130,1980,0,"98052",47.692,-122.099,2110,11250 +"7016200030","20150320T000000",480000,4,2.5,2080,7966,"1",0,0,3,7,1200,880,1970,0,"98011",47.7393,-122.181,1920,7500 +"0727500030","20140715T000000",815000,3,1.5,1370,8671,"1",0,0,3,7,1370,0,1955,0,"98004",47.6217,-122.198,1580,8671 +"1651800030","20140829T000000",1.65e+006,4,2.25,2920,20400,"1",0,0,4,11,2920,0,1966,0,"98004",47.6237,-122.228,3080,20400 +"0623049094","20140516T000000",180000,3,1,1000,18513,"1",0,0,3,6,1000,0,1940,0,"98146",47.5118,-122.348,1280,8113 +"2538800030","20150217T000000",156601,2,1.75,1210,9750,"1",0,0,3,7,1210,0,1984,0,"98038",47.3438,-122.037,1650,9750 +"7714000310","20140719T000000",374950,4,2.5,2790,4650,"2",0,0,3,8,2790,0,2004,0,"98038",47.3557,-122.026,2850,4650 +"0254000075","20140519T000000",368000,2,1.5,1660,4680,"1",0,0,5,6,830,830,1908,0,"98146",47.5134,-122.388,1930,5400 +"1257201375","20141202T000000",550000,3,2,1650,3952,"2",0,0,3,7,1650,0,1950,0,"98103",47.6727,-122.33,1210,4560 +"8856004582","20140717T000000",198000,3,1.75,1300,6318,"1",0,0,3,7,1300,0,1980,0,"98001",47.2752,-122.251,1150,8002 +"3205400240","20140513T000000",345000,3,1.75,1090,7200,"1",0,0,3,7,1090,0,1968,0,"98034",47.7227,-122.179,1240,7200 +"3738000070","20150309T000000",1.71275e+006,5,2.5,2660,6572,"1",0,0,5,9,1960,700,1959,0,"98039",47.6176,-122.223,3960,14595 +"8856001090","20150130T000000",185900,3,1,940,10890,"1",0,0,4,5,940,0,1909,0,"98001",47.2763,-122.257,1370,10255 +"3224500240","20140617T000000",950000,3,2.75,2750,18029,"1",0,2,5,9,1810,940,1978,0,"98006",47.5617,-122.134,2850,10021 +"4139460390","20140620T000000",995000,4,4.5,3850,13551,"2",0,2,3,10,3000,850,1998,0,"98006",47.5522,-122.103,3480,10737 +"3531900060","20140802T000000",345000,2,1,860,8250,"1",0,0,3,7,860,0,1940,0,"98133",47.7132,-122.334,1780,11200 +"4457300135","20141105T000000",741000,4,2.75,2070,10125,"1",0,0,3,7,1390,680,1962,0,"98040",47.5697,-122.219,1850,10125 +"8682292090","20140709T000000",737000,2,2.25,2290,9772,"1",0,0,3,8,2290,0,2007,0,"98053",47.7199,-122.025,1810,6077 +"7278700069","20140521T000000",668750,4,2.5,2340,6420,"1",0,2,3,8,1590,750,1964,0,"98177",47.7728,-122.386,2110,10856 +"5710610800","20140702T000000",575000,3,1.75,2680,8625,"1",0,0,5,8,1590,1090,1974,0,"98027",47.5316,-122.056,2620,14275 +"8651443420","20141017T000000",280000,4,2,1710,5440,"1",0,0,5,8,1030,680,1976,0,"98042",47.366,-122.093,1620,6696 +"7751800070","20140804T000000",583000,3,1.5,1800,10050,"1",0,0,3,7,1800,0,1955,0,"98008",47.6344,-122.126,1610,10050 +"2570600140","20150128T000000",196000,3,2.25,1510,9600,"1",0,0,1,7,1090,420,1966,0,"98028",47.7758,-122.238,1870,10681 +"1565950260","20140515T000000",349950,3,2.5,1700,7496,"2",0,0,3,8,1700,0,1994,0,"98055",47.432,-122.189,2280,7496 +"7550801170","20141211T000000",429000,4,1,1350,3333,"1.5",0,0,3,7,1350,0,1912,0,"98107",47.6727,-122.397,1530,5000 +"6648701740","20150220T000000",270000,5,2.5,2140,10320,"1",0,0,4,7,1330,810,1967,0,"98031",47.3927,-122.194,2050,8964 +"7529500030","20140909T000000",385000,6,4,2700,7416,"1",0,0,3,7,1350,1350,1969,0,"98108",47.5525,-122.3,2260,5324 +"9523102420","20140922T000000",535000,1,1,920,5000,"1",0,3,4,7,920,0,1906,0,"98103",47.6748,-122.352,1890,5000 +"7283900521","20150420T000000",352500,3,1.75,1500,10269,"1",0,0,3,7,1030,470,1958,0,"98133",47.7672,-122.348,2090,10269 +"7519001275","20150301T000000",624000,3,1.75,1510,5200,"1",0,0,4,7,860,650,1922,0,"98117",47.6864,-122.365,1650,4160 +"1432900350","20141217T000000",215000,5,1.5,1980,7958,"1.5",0,0,3,7,1980,0,1962,0,"98058",47.4571,-122.17,1510,8438 +"1924059248","20140602T000000",870000,4,3,4500,21780,"2",0,2,3,9,3040,1460,1980,0,"98040",47.5581,-122.213,3540,20473 +"6649500060","20140729T000000",440000,4,2.5,3220,8256,"2",0,0,3,8,2610,610,2006,0,"98059",47.495,-122.155,2500,9472 +"2254501342","20150505T000000",518000,2,1.5,1140,1149,"2",0,0,3,7,940,200,2001,0,"98122",47.6124,-122.314,1460,1149 +"2025700260","20150325T000000",259500,3,2.25,1490,7589,"2",0,0,3,7,1490,0,1993,0,"98038",47.3474,-122.037,1510,6603 +"2386000070","20141029T000000",795127,4,3.25,4360,91158,"1",0,0,3,10,3360,1000,1993,0,"98053",47.6398,-121.985,3540,90940 +"2206500105","20140818T000000",290000,3,1,960,9000,"1",0,0,4,7,960,0,1955,0,"98006",47.5765,-122.154,1520,9000 +"1953400045","20150423T000000",385000,4,3,2253,7700,"2",0,0,3,7,2253,0,1957,2014,"98198",47.3935,-122.3,1786,9052 +"3996900575","20141007T000000",259950,2,1,770,6542,"1",0,0,3,6,770,0,1948,0,"98155",47.747,-122.301,1120,8149 +"0869700350","20150429T000000",330000,2,2.5,1310,2915,"2",0,0,3,8,1310,0,1999,0,"98059",47.4911,-122.154,1310,3425 +"7387500335","20141219T000000",280000,3,1,980,7480,"1",0,0,3,6,830,150,1948,0,"98106",47.5206,-122.363,1140,7480 +"6795100563","20140701T000000",595000,4,2.5,1820,20011,"2",0,0,3,8,1820,0,1987,0,"98075",47.5842,-122.045,2710,33915 +"8001470560","20141117T000000",925900,4,3.75,3980,7828,"2",0,0,3,10,3980,0,2001,0,"98074",47.6303,-122.065,3980,8910 +"4140100200","20140808T000000",499000,3,2.25,3010,9600,"2",0,0,3,8,2410,600,1978,0,"98028",47.7671,-122.263,2620,9660 +"7212650510","20150403T000000",325000,4,2.5,1830,7762,"2",0,0,3,8,1830,0,1993,0,"98003",47.267,-122.31,2109,8966 +"0686800070","20140610T000000",895000,5,2.5,2550,20875,"1",0,0,4,9,1610,940,1953,0,"98004",47.6336,-122.192,2510,21673 +"5126900200","20150429T000000",162248,2,1,800,8960,"1",0,0,4,6,800,0,1944,0,"98058",47.4756,-122.174,850,8082 +"6329000070","20141015T000000",1.0725e+006,3,2.25,2890,21480,"2",0,4,3,8,1790,1100,1941,1989,"98146",47.5027,-122.381,2110,8107 +"5430300171","20140703T000000",430000,3,1.5,1810,5080,"1",0,0,3,7,1030,780,1958,0,"98115",47.6819,-122.287,1780,7620 +"5430300171","20150129T000000",615500,3,1.5,1810,5080,"1",0,0,3,7,1030,780,1958,0,"98115",47.6819,-122.287,1780,7620 +"2742100016","20150416T000000",260000,3,1,940,5650,"1",0,0,3,6,940,0,1949,0,"98118",47.5551,-122.292,1180,5276 +"1324079082","20141117T000000",295000,4,2,1810,42981,"1",0,0,4,7,1810,0,1973,0,"98024",47.5597,-121.85,1980,113691 +"1422200496","20140924T000000",1.18604e+006,3,1.75,2550,6117,"2",0,0,3,9,1650,900,1951,2004,"98122",47.6109,-122.285,2100,4967 +"3754500566","20141120T000000",749950,4,2.5,2370,2971,"2",0,2,3,9,2080,290,2008,0,"98034",47.7064,-122.224,2970,7500 +"5132000140","20140618T000000",175000,6,1,1370,5080,"1.5",0,0,3,6,1120,250,1931,0,"98106",47.5238,-122.35,1020,5080 +"5132000140","20150120T000000",415000,6,1,1370,5080,"1.5",0,0,3,6,1120,250,1931,0,"98106",47.5238,-122.35,1020,5080 +"6131600240","20141119T000000",190000,3,1,1200,8316,"1",0,0,4,6,1200,0,1953,0,"98002",47.3231,-122.215,1250,8316 +"2768000295","20150417T000000",625000,3,1.75,2100,3264,"1.5",0,0,5,7,1350,750,1912,0,"98107",47.6702,-122.364,1720,3750 +"4046600320","20140826T000000",420000,3,2.25,2020,21010,"2",0,0,3,7,2020,0,1995,0,"98014",47.6988,-121.915,1850,18151 +"1598600320","20150416T000000",339900,4,1.5,1570,9210,"1",0,2,3,7,1400,170,1965,0,"98030",47.3864,-122.22,2326,9210 +"4140900270","20150427T000000",160000,2,1,1140,23030,"1",0,0,3,8,1140,0,1980,0,"98028",47.7637,-122.266,1850,14260 +"5104510060","20141215T000000",353000,4,2.5,1830,5331,"2",0,0,3,7,1830,0,2002,0,"98038",47.3557,-122.016,1830,5175 +"3578400710","20150206T000000",390000,3,2,1010,14183,"1",0,0,3,8,1010,0,1982,0,"98074",47.6232,-122.043,1750,11700 +"4036400030","20150305T000000",675000,4,2.5,1770,9858,"1",0,2,3,8,1770,0,1971,0,"98155",47.7382,-122.287,2470,9858 +"6084200060","20150313T000000",400000,3,2.5,2120,3757,"2",0,0,3,7,2120,0,2006,0,"98059",47.4787,-122.128,2230,4103 +"1251200055","20140626T000000",1.34e+006,4,3.5,3190,5040,"2",0,3,3,10,2160,1030,2003,0,"98144",47.5928,-122.29,2390,4800 +"8964800860","20150209T000000",1.65e+006,4,2.5,2780,11904,"1",0,1,5,8,1730,1050,1951,0,"98004",47.6209,-122.216,3590,13860 +"9551200270","20140825T000000",1e+006,5,3,3350,9450,"2",0,0,5,8,2180,1170,1912,1980,"98103",47.6705,-122.34,2660,4500 +"3226059128","20140618T000000",850000,5,3.5,3450,28324,"1",0,0,5,8,2350,1100,1972,0,"98033",47.6991,-122.196,2640,14978 +"3438500798","20140715T000000",275000,3,1.5,1060,6954,"1",0,0,4,6,1060,0,1983,0,"98106",47.5498,-122.355,1560,6954 +"9286100200","20140813T000000",450000,3,2.5,1670,2589,"2",0,0,3,8,1670,0,2000,0,"98027",47.5314,-122.047,1670,2897 +"5151600390","20141113T000000",305000,4,1.75,2251,12731,"1",0,1,4,8,1390,861,1957,0,"98003",47.3369,-122.32,2520,12539 +"4172100240","20140902T000000",643002,3,2.5,1770,3744,"1.5",0,0,3,7,1270,500,1929,0,"98117",47.6807,-122.364,1400,4680 +"5422560830","20150413T000000",468000,2,1.75,1510,4500,"1",0,0,3,8,1510,0,1978,0,"98052",47.6644,-122.13,1740,6000 +"5104520640","20150220T000000",324950,4,2.5,1770,5000,"2",0,0,3,7,1770,0,2004,0,"98038",47.3506,-122.006,2080,5100 +"8078550320","20150326T000000",290000,3,2,1260,7346,"1",0,0,3,7,1260,0,1987,0,"98031",47.4034,-122.176,1460,7363 +"8099600160","20150429T000000",488500,3,2,1710,10959,"1",0,0,4,7,1030,680,1981,0,"98033",47.697,-122.199,1710,10498 +"7287700059","20140813T000000",367950,3,1.75,2290,8234,"1",0,0,4,7,1250,1040,1950,0,"98133",47.7611,-122.351,1660,7200 +"8862000075","20150220T000000",285000,2,1,790,6555,"1",0,0,2,6,790,0,1956,0,"98146",47.5015,-122.35,1440,7601 +"8887001625","20150410T000000",417000,3,2.75,1820,52889,"2",0,0,3,8,1820,0,1991,0,"98070",47.501,-122.463,1820,45528 +"9464700340","20140708T000000",1.115e+006,4,2.5,3180,31931,"1",0,0,4,10,2390,790,1978,0,"98007",47.6388,-122.149,3180,35007 +"5451300117","20150422T000000",1.55e+006,4,4,5280,17677,"2",0,3,3,11,3220,2060,1978,0,"98040",47.5323,-122.238,3470,17474 +"0587550340","20140502T000000",604000,3,2.5,3240,33151,"2",0,2,3,10,3240,0,1995,0,"98023",47.3256,-122.378,4050,24967 +"2591820070","20150428T000000",380000,3,2.5,2390,8102,"2",0,0,4,8,2390,0,1986,0,"98058",47.4378,-122.16,2310,8606 +"6679000960","20141116T000000",336500,4,2.5,2500,5264,"2",0,0,3,7,2500,0,2003,0,"98038",47.3853,-122.028,1960,5250 +"9138100350","20150218T000000",685000,4,2,2290,6000,"1.5",0,3,5,7,2290,0,1900,0,"98115",47.6807,-122.318,2000,3150 +"6065300370","20150506T000000",4.208e+006,5,6,7440,21540,"2",0,0,3,12,5550,1890,2003,0,"98006",47.5692,-122.189,4740,19329 +"5315100393","20141211T000000",670000,3,1,1600,16868,"1",0,1,3,7,990,610,1946,0,"98040",47.5872,-122.241,2600,12735 +"5244800695","20140616T000000",524000,2,1,1120,2000,"1.5",0,0,3,7,1120,0,1910,0,"98109",47.6454,-122.354,1500,4000 +"3584000400","20141211T000000",172000,3,1,1340,10260,"1",0,0,3,7,1340,0,1968,0,"98003",47.3173,-122.317,1250,8775 +"6746701090","20140619T000000",680000,6,2,1670,3000,"1",0,0,5,7,900,770,1911,0,"98105",47.6637,-122.316,1330,1099 +"2421059017","20140523T000000",549900,4,3,2830,213879,"2",0,0,4,8,2830,0,1987,0,"98092",47.2925,-122.107,2250,213008 +"4053200926","20141205T000000",357000,4,2.75,2700,49428,"1",0,0,4,9,2700,0,1988,0,"98042",47.3168,-122.079,2728,85905 +"7899800045","20140828T000000",107000,3,1.5,910,5120,"1",0,0,3,6,910,0,1973,0,"98106",47.5238,-122.356,1410,5132 +"7899800045","20141202T000000",232900,3,1.5,910,5120,"1",0,0,3,6,910,0,1973,0,"98106",47.5238,-122.356,1410,5132 +"9482700075","20150112T000000",800000,4,3.5,2370,3302,"2",0,0,3,8,1610,760,1926,2014,"98103",47.684,-122.341,2170,3800 +"6300000368","20150327T000000",248500,2,1.5,880,1498,"2",0,0,3,7,880,0,1999,0,"98133",47.7063,-122.342,880,5060 +"5135000160","20140612T000000",670000,3,2.5,2050,6420,"1",0,3,3,8,1730,320,1956,0,"98116",47.5708,-122.405,2370,7620 +"1022069050","20150227T000000",207000,3,1.75,1180,21275,"1",0,0,4,6,1180,0,1958,0,"98038",47.4018,-122.037,1490,35100 +"2599000370","20141103T000000",164000,3,1,1070,8250,"1",0,0,3,7,1070,0,1961,0,"98092",47.2899,-122.192,1190,8250 +"2652500126","20150217T000000",570500,2,1,1380,1800,"2",0,0,3,7,1080,300,1954,0,"98119",47.6416,-122.361,1600,3600 +"2923500550","20140625T000000",599990,3,2.25,2680,9162,"1",0,0,3,8,1570,1110,1978,0,"98027",47.5683,-122.091,2480,8261 +"3760100200","20141006T000000",395000,5,1.75,2100,9599,"1",0,0,3,7,1060,1040,1961,0,"98034",47.7097,-122.216,1680,10712 +"1226069045","20140827T000000",979500,4,3.75,4133,361548,"2",0,0,3,11,4133,0,2000,0,"98019",47.7479,-121.972,1970,291416 +"3935900232","20140929T000000",207000,3,1,920,5546,"1",0,0,2,6,920,0,1928,0,"98125",47.7114,-122.284,1300,5546 +"3935900232","20150112T000000",237000,3,1,920,5546,"1",0,0,2,6,920,0,1928,0,"98125",47.7114,-122.284,1300,5546 +"0224069105","20150410T000000",650100,2,1,1750,60872,"1",0,0,4,7,1180,570,1973,0,"98075",47.5946,-122.006,2480,5425 +"8087800400","20141201T000000",385000,4,2.5,1950,7350,"1",0,0,3,7,1150,800,1963,0,"98052",47.656,-122.134,2050,9068 +"0723049301","20140813T000000",335000,2,1.75,1660,11437,"2",0,0,3,7,1660,0,1958,1992,"98146",47.4899,-122.339,1290,7860 +"4136920030","20140524T000000",347000,4,1.5,2670,10026,"2",0,0,3,8,2670,0,1996,0,"98092",47.2659,-122.215,2420,11900 +"7686203385","20150326T000000",204000,3,1,980,8000,"1",0,0,4,6,980,0,1954,0,"98198",47.42,-122.317,1240,8000 +"7922710520","20150507T000000",615000,4,2.25,1780,10260,"2",0,0,3,8,1780,0,1971,0,"98052",47.6647,-122.142,2360,10080 +"0824059293","20141028T000000",943500,3,2.25,2370,10890,"2",0,0,4,7,2370,0,1980,0,"98004",47.5827,-122.197,2370,9514 +"3959400335","20150423T000000",560000,3,2,1640,7333,"1",0,0,4,7,1020,620,1941,0,"98108",47.5636,-122.316,2130,4933 +"6072760390","20150407T000000",547500,4,2.5,2610,7254,"1",0,0,2,8,1610,1000,1975,0,"98006",47.5618,-122.176,2250,7407 +"2787700030","20141010T000000",359500,4,1.75,2030,7210,"1",0,0,3,7,1450,580,1968,0,"98059",47.5067,-122.164,1750,8387 +"6446200060","20150401T000000",660000,3,2.5,2590,35640,"1",0,0,3,9,2590,0,1987,0,"98029",47.5516,-122.03,2590,31200 +"1545800710","20140523T000000",258000,3,1.75,1620,7540,"1",0,0,3,7,1310,310,1988,0,"98038",47.3635,-122.052,1580,7540 +"3522059196","20140627T000000",355000,3,1.75,2040,22693,"1",0,0,4,8,2040,0,1980,0,"98042",47.3519,-122.14,1950,6280 +"4365200186","20140606T000000",253500,2,1,810,4800,"1",0,0,3,7,810,0,1948,0,"98126",47.5232,-122.375,1240,7740 +"2064800890","20150415T000000",422500,3,1,1270,8920,"1",0,0,5,7,1270,0,1969,0,"98056",47.534,-122.172,1590,8589 +"9268710390","20141113T000000",239000,2,2,1470,2052,"1.5",0,0,3,7,1470,0,1986,0,"98003",47.3086,-122.328,1470,2052 +"2273600260","20150403T000000",628000,3,2.25,1720,8521,"1",0,0,4,7,1140,580,1984,0,"98033",47.6882,-122.184,1530,8692 +"9206950200","20150310T000000",352000,2,2.5,1320,1957,"1",0,0,3,8,660,660,2004,0,"98106",47.5364,-122.365,1420,2198 +"2291400341","20150203T000000",311600,3,2.25,1358,1196,"3",0,0,3,7,1358,0,2007,0,"98133",47.7052,-122.346,1358,1196 +"1311400350","20141009T000000",235000,4,1.5,2070,7245,"1",0,0,4,7,1060,1010,1964,0,"98001",47.3417,-122.281,1450,7350 +"0191100810","20140811T000000",870000,5,2.25,2910,9525,"2",0,0,4,9,2910,0,1968,0,"98040",47.5633,-122.218,2740,9525 +"7895500550","20150319T000000",190848,4,1.5,1370,7904,"1",0,0,3,7,900,470,1970,0,"98001",47.3344,-122.28,1370,7900 +"9221400335","20141001T000000",570000,4,1.75,2340,5080,"1",0,0,5,7,1170,1170,1924,0,"98115",47.6746,-122.32,1270,3270 +"6087100070","20140523T000000",661254,4,4,2290,6250,"1.5",0,0,5,7,1690,600,1940,0,"98116",47.5824,-122.384,1920,4335 +"3052700695","20140507T000000",575000,4,2,1650,5000,"1",0,0,3,7,1650,0,1955,0,"98117",47.6781,-122.374,1690,2276 +"6150200435","20140513T000000",230000,2,0.75,650,5360,"1",0,0,4,5,650,0,1931,0,"98133",47.7281,-122.335,1110,6700 +"5423040140","20150402T000000",680000,3,2.25,2300,9914,"2",0,0,4,8,2300,0,1980,0,"98027",47.5677,-122.086,2240,9032 +"0123039336","20140611T000000",148000,1,1,620,8261,"1",0,0,3,5,620,0,1939,0,"98106",47.5138,-122.364,1180,8244 +"0123039336","20141208T000000",244900,1,1,620,8261,"1",0,0,3,5,620,0,1939,0,"98106",47.5138,-122.364,1180,8244 +"1446401290","20141030T000000",214950,3,1,1400,6600,"1",0,0,3,6,1280,120,1954,0,"98168",47.4845,-122.331,1730,6600 +"8010100135","20141030T000000",580000,3,1.5,1800,6250,"1",0,0,3,8,1420,380,1947,0,"98116",47.5778,-122.389,1800,5625 +"8899000140","20140828T000000",263000,3,1.5,1300,7885,"1",0,0,3,7,1300,0,1968,0,"98055",47.4556,-122.209,1840,7600 +"2172000570","20140624T000000",317000,5,2.5,2360,11375,"1",0,0,4,7,1180,1180,1962,0,"98178",47.4875,-122.255,1160,7800 +"1471701200","20141022T000000",302000,4,3,3320,13500,"1",0,0,3,7,1750,1570,1963,0,"98059",47.4596,-122.065,1830,13800 +"9808700370","20140623T000000",899000,3,1,1480,6978,"2",0,0,4,8,1480,0,1949,1985,"98004",47.6497,-122.217,2660,13062 +"0904000045","20140623T000000",1.289e+006,3,2.5,2190,11394,"1",0,0,3,8,1550,640,1956,0,"98199",47.6685,-122.409,2190,9540 +"7680400140","20140626T000000",710000,3,3.25,3740,136915,"2.5",0,0,3,11,3100,640,1990,0,"98166",47.4549,-122.363,2400,16104 +"3291800140","20141107T000000",230000,3,1,1360,9310,"1",0,0,4,7,1020,340,1980,0,"98056",47.4901,-122.185,1480,8330 +"3624039074","20150504T000000",430000,3,1,1210,5200,"1",0,0,3,6,1210,0,1941,0,"98126",47.531,-122.373,890,5200 +"0098001070","20140818T000000",1.169e+006,5,4.25,4610,13252,"2",0,4,3,11,4610,0,2004,0,"98075",47.5878,-121.969,4400,15154 +"5100402767","20141014T000000",397000,3,1,860,6380,"1.5",0,0,4,7,860,0,1927,0,"98115",47.6942,-122.315,1250,6380 +"2826049070","20150225T000000",595000,3,2.5,2250,8300,"2",0,0,3,8,2250,0,2003,0,"98125",47.7174,-122.308,1790,7626 +"9414610240","20150310T000000",485000,3,1.75,2030,10089,"1",0,0,4,8,1330,700,1976,0,"98027",47.5217,-122.05,2030,9827 +"4019301160","20140627T000000",755000,5,2.5,3260,24300,"1.5",0,1,4,8,2310,950,1950,0,"98155",47.7587,-122.274,2390,32057 +"1217000340","20140606T000000",185000,3,1,1840,8100,"1",0,0,4,7,920,920,1953,0,"98166",47.455,-122.35,1250,8100 +"1217000340","20150219T000000",340000,3,1,1840,8100,"1",0,0,4,7,920,920,1953,0,"98166",47.455,-122.35,1250,8100 +"8081650400","20140624T000000",236000,4,2.75,2000,5827,"2",0,0,3,7,2000,0,1997,0,"98038",47.3629,-122.026,1710,6929 +"9465910310","20140919T000000",550000,4,2.5,2810,7549,"2",0,0,3,9,2810,0,1992,0,"98072",47.7441,-122.173,2750,7642 +"9468200163","20140709T000000",680000,3,2,1780,5720,"1",0,0,5,7,980,800,1925,0,"98103",47.6794,-122.351,1620,5050 +"0305000310","20150421T000000",630000,4,2.5,2540,8706,"2",0,0,3,9,2540,0,1997,0,"98075",47.5855,-122.031,2540,6239 +"2624049035","20140617T000000",560000,3,2,2340,3477,"1",0,1,5,7,1170,1170,1971,0,"98118",47.54,-122.267,2110,6300 +"8098400135","20140513T000000",385000,3,2,1480,6600,"1",0,2,3,7,740,740,1943,0,"98146",47.5081,-122.385,1250,7300 +"2291400342","20141022T000000",280000,3,2.25,1358,1141,"3",0,0,3,7,1358,0,2007,0,"98133",47.7052,-122.346,1358,1196 +"4051110240","20140825T000000",225000,3,2.5,1750,7490,"1",0,0,4,7,1180,570,1979,0,"98042",47.3746,-122.149,1570,7490 +"3024059078","20140605T000000",610000,4,1.75,1830,29110,"2",0,0,3,8,1230,600,1990,0,"98040",47.5449,-122.215,3630,16488 +"3182100105","20141209T000000",592500,3,2,1170,6750,"1",0,0,5,7,800,370,1947,0,"98115",47.6752,-122.281,1330,6750 +"6705850140","20141009T000000",750000,4,2.75,3170,7634,"2",0,0,3,10,3170,0,1992,0,"98075",47.5774,-122.054,2940,7846 +"8651442440","20141023T000000",164000,4,1,1530,4875,"2",0,0,3,7,1530,0,1977,0,"98042",47.3638,-122.091,1470,4875 +"3432500765","20140612T000000",320000,2,1,1100,8281,"1",0,0,4,7,1100,0,1947,0,"98155",47.7414,-122.315,1510,8281 +"3905100310","20140625T000000",544000,4,2.5,2030,3974,"2",0,0,3,8,2030,0,1994,0,"98029",47.5692,-122.006,1780,3953 +"1328330510","20140909T000000",344950,3,1.75,1870,7500,"1",0,0,5,8,1320,550,1978,0,"98058",47.4428,-122.134,1870,7275 +"4017050260","20140606T000000",539500,3,2.5,3080,12476,"2",0,0,3,10,3080,0,1990,0,"98038",47.3752,-122.029,3130,13631 +"2323069053","20150417T000000",420000,4,1.75,2480,60548,"1",0,0,4,7,1600,880,1968,0,"98027",47.4722,-122.001,2390,90169 +"4022900951","20150402T000000",305000,2,1,910,22725,"1",0,0,1,6,910,0,1926,0,"98155",47.7712,-122.299,2000,14566 +"6450304630","20141201T000000",229000,2,1,810,5100,"1",0,0,3,6,810,0,1955,0,"98133",47.7317,-122.343,1500,5100 +"3303960060","20140619T000000",1.068e+006,5,3.5,3990,9938,"2",0,0,3,11,3990,0,2001,0,"98059",47.5198,-122.156,3490,11734 +"0993001342","20140808T000000",397500,3,2.25,1430,1383,"3",0,0,3,8,1430,0,2005,0,"98103",47.6917,-122.341,1430,1347 +"6743700030","20150401T000000",540000,4,2,2190,8402,"2",0,0,4,6,2190,0,1928,0,"98033",47.6944,-122.175,2210,7802 +"6696800030","20140923T000000",650000,4,2.5,2290,10186,"2",0,0,3,8,2290,0,1985,0,"98008",47.6353,-122.124,2150,10186 +"4114601580","20140724T000000",1.9e+006,6,4,3020,13237,"2",1,4,3,8,2840,180,1942,1983,"98144",47.5924,-122.287,3680,12620 +"2025079045","20140623T000000",649000,2,1.75,2260,280962,"2",0,2,3,9,1890,370,2005,0,"98014",47.6359,-121.94,2860,219542 +"0182000350","20150325T000000",287500,5,2,2020,67953,"1.5",0,0,4,7,1620,400,1936,0,"98178",47.4891,-122.263,1270,13198 +"8082400136","20140626T000000",815000,4,2.75,2620,4743,"1",0,2,4,8,1310,1310,1949,0,"98117",47.6829,-122.4,1900,4764 +"6352600350","20141209T000000",795000,2,2.5,2830,8630,"2",0,0,3,10,2830,0,2001,0,"98074",47.6481,-122.081,3190,7515 +"9414610070","20150130T000000",502775,3,1.75,1700,9840,"1",0,0,4,8,1200,500,1976,0,"98027",47.5192,-122.046,2040,14169 +"7812801125","20150112T000000",222900,2,1,1110,6411,"1",0,0,3,6,1110,0,1944,0,"98178",47.4962,-122.242,1150,6504 +"1121039105","20141203T000000",399950,4,3,2150,64694,"1",0,0,3,8,1450,700,1969,0,"98023",47.3268,-122.388,2430,59612 +"3591000030","20140823T000000",728000,4,2.5,2650,13684,"2",0,0,3,9,2650,0,1994,0,"98052",47.6278,-122.108,2650,12032 +"2386000240","20140929T000000",850000,5,3.5,3870,65556,"2",0,0,3,10,3870,0,1994,0,"98053",47.6403,-121.992,4290,67019 +"4254000060","20141002T000000",525000,4,2.75,2530,17856,"2",0,0,3,8,2530,0,1998,0,"98019",47.7356,-121.959,2530,14640 +"6623400193","20140903T000000",257000,3,1,1450,7850,"1.5",0,0,5,7,1450,0,1910,0,"98055",47.4299,-122.199,1360,10400 +"8944550140","20140519T000000",433500,3,2.5,2200,3360,"2",0,0,3,8,2200,0,2009,0,"98118",47.5418,-122.287,2130,3423 +"2730500140","20150423T000000",314950,4,1.75,1890,9623,"1",0,0,4,7,1290,600,1969,0,"98001",47.2901,-122.279,1510,9711 +"5490210510","20140922T000000",500000,3,1.75,1530,14633,"1",0,0,3,7,1100,430,1977,0,"98052",47.6949,-122.119,1780,8100 +"8718500560","20140627T000000",300000,3,1.5,1590,8911,"1",0,0,3,7,1590,0,1956,0,"98028",47.7394,-122.252,1590,9625 +"8651520160","20140707T000000",645000,4,2.5,2690,18653,"2",0,0,3,8,2690,0,1985,0,"98074",47.6449,-122.059,2230,9744 +"2868900160","20141002T000000",222500,3,1,990,10125,"1",0,0,3,7,990,0,1972,0,"98042",47.3422,-122.089,1360,10125 +"8062900030","20140715T000000",275000,3,1.75,1300,8099,"1",0,0,4,7,1080,220,1976,0,"98056",47.5026,-122.172,1270,8099 +"3336000626","20150416T000000",498000,3,1.5,1720,6570,"1.5",0,0,4,8,1720,0,1909,0,"98118",47.5284,-122.265,1360,6000 +"3226059083","20140626T000000",800000,3,1.75,2080,75794,"1",0,0,3,7,2080,0,1958,0,"98033",47.7018,-122.189,1870,11020 +"7212660960","20140814T000000",297000,3,2.5,1840,8234,"2",0,0,3,8,1840,0,1994,0,"98003",47.267,-122.312,1940,7601 +"1180007375","20150512T000000",625000,5,3.5,4010,6000,"2",0,3,3,9,2560,1450,1997,0,"98178",47.4928,-122.229,2440,6000 +"1150900060","20141030T000000",770000,4,2.5,3560,6187,"2",0,0,3,9,3560,0,2003,0,"98029",47.5593,-122.016,3190,6981 +"9528102110","20140917T000000",517000,3,2.25,1640,4635,"1.5",0,0,3,8,1540,100,1930,0,"98115",47.6793,-122.319,1530,4635 +"1172000150","20140829T000000",238000,1,1,530,6350,"1",0,0,5,5,530,0,1941,0,"98103",47.6946,-122.357,1200,6350 +"1523049115","20141021T000000",234550,3,1,1990,15375,"1",0,0,3,7,1140,850,1946,0,"98168",47.4778,-122.288,1160,10236 +"4222310410","20140929T000000",230500,3,2.25,1690,7245,"1",0,1,3,7,1160,530,1973,0,"98003",47.3505,-122.305,1690,6720 +"2568300210","20140628T000000",585000,5,2.5,2670,16777,"1.5",0,0,4,7,1620,1050,1920,0,"98125",47.7015,-122.301,1610,8227 +"3131201320","20140822T000000",733000,4,1.75,1930,3876,"1.5",0,0,5,7,1450,480,1924,0,"98105",47.6604,-122.324,1280,3825 +"1982201255","20141114T000000",357950,2,1,810,3880,"1",0,0,3,7,810,0,1952,0,"98107",47.6631,-122.365,900,4365 +"0125039025","20140611T000000",530000,3,1.75,1550,3680,"1",0,0,3,7,1050,500,1927,0,"98117",47.6817,-122.36,1560,4000 +"5379805121","20141229T000000",377500,4,2.5,2640,10720,"2",0,0,3,8,2640,0,1999,0,"98188",47.4485,-122.278,1680,10018 +"7853302520","20150206T000000",475000,4,2.5,2320,10046,"2",0,0,3,7,2320,0,2006,0,"98065",47.5406,-121.887,2320,5253 +"1921069101","20150508T000000",399000,3,1.75,2170,73616,"1",0,0,3,7,2170,0,2008,0,"98092",47.2881,-122.086,1710,297514 +"9276202160","20141126T000000",660000,3,2,2080,5750,"1",0,0,5,7,1040,1040,1926,0,"98116",47.5791,-122.392,1710,4830 +"4037500230","20141007T000000",400000,5,2.25,2070,10488,"1",0,0,4,7,1080,990,1958,0,"98008",47.6095,-122.122,1740,9225 +"1982201345","20140502T000000",440000,2,1,800,4850,"1",0,0,4,7,800,0,1944,0,"98107",47.6639,-122.364,1150,4365 +"5469500180","20150206T000000",366400,4,2.25,2040,14383,"1",0,0,4,8,1270,770,1977,0,"98042",47.3849,-122.163,2030,11500 +"1088810040","20150320T000000",627250,4,2.5,2830,10677,"2",0,0,3,9,2830,0,1993,0,"98011",47.742,-122.208,2970,9619 +"2117700085","20140730T000000",375950,3,1.75,1480,7560,"1",0,0,3,6,1100,380,1920,1985,"98117",47.6985,-122.364,1510,7250 +"9211500730","20150218T000000",162000,3,2.25,1810,6750,"1",0,0,3,7,1280,530,1978,0,"98023",47.2976,-122.377,1690,7770 +"4083801395","20140724T000000",780000,3,2.75,1970,2600,"2.5",0,0,3,8,1970,0,1924,1994,"98103",47.663,-122.335,1680,3120 +"9274201006","20140507T000000",705000,4,2.5,2650,4316,"1.5",0,0,3,8,1520,1130,1905,2013,"98116",47.5866,-122.389,1690,5625 +"7205800040","20141223T000000",450000,4,2.5,2820,15233,"1",0,2,4,9,1820,1000,1972,0,"98003",47.3426,-122.321,2560,11998 +"3276180210","20141117T000000",311000,3,2.75,1400,7880,"1",0,0,3,7,1000,400,1981,0,"98056",47.5095,-122.193,1400,7279 +"3904900530","20140613T000000",485000,3,2.5,1580,6065,"2",0,0,3,8,1580,0,1985,0,"98029",47.5692,-122.021,1770,6700 +"9560800040","20140716T000000",485000,3,2.5,1800,11034,"2",0,0,4,8,1800,0,1987,0,"98072",47.7558,-122.142,1940,8900 +"5249801411","20141010T000000",725000,5,3.75,3360,6000,"2",0,0,3,8,2640,720,1963,1999,"98118",47.558,-122.277,1930,6000 +"3750603492","20140715T000000",185000,3,1,1510,17040,"1",0,0,4,6,1510,0,1975,0,"98001",47.2649,-122.285,1520,14000 +"0249000180","20141201T000000",1.89e+006,4,4.25,4285,9345,"2",0,0,3,10,4285,0,2013,0,"98004",47.6332,-122.199,1570,8994 +"1796370180","20150508T000000",260000,3,2.25,1610,7423,"2",0,0,4,7,1610,0,1990,0,"98042",47.3713,-122.091,1530,8102 +"6699940120","20150430T000000",356000,4,2.5,2470,5074,"2",0,0,3,8,2470,0,2004,0,"98038",47.3457,-122.041,2470,5078 +"3830210230","20150319T000000",225205,3,1,1200,7220,"1",0,0,3,6,1200,0,1977,0,"98030",47.3746,-122.183,1200,7200 +"9144100158","20141229T000000",445000,3,1,1260,8910,"1",0,0,4,7,1260,0,1949,0,"98117",47.7,-122.375,1560,8910 +"3332500636","20140605T000000",356000,2,1,920,4095,"1",0,0,4,6,920,0,1914,0,"98118",47.5484,-122.278,1460,4945 +"5315100476","20141010T000000",760250,5,2.75,2540,8250,"1",0,0,4,7,1440,1100,1953,0,"98040",47.5875,-122.24,2540,11000 +"8682260610","20150430T000000",572000,2,2,1870,5143,"1",0,0,3,8,1870,0,2005,0,"98053",47.7142,-122.033,1810,5143 +"5700004525","20140624T000000",970000,3,2.25,3060,9950,"1.5",0,2,4,9,1810,1250,1930,0,"98144",47.579,-122.284,4950,10655 +"3303950220","20140831T000000",348450,4,2.5,1950,8628,"2",0,0,3,8,1950,0,1994,0,"98038",47.3817,-122.035,2210,9019 +"7399800150","20140606T000000",535500,3,1.5,1730,40250,"2",0,0,4,8,1730,0,1983,0,"98072",47.7499,-122.111,1730,36250 +"1454600256","20141013T000000",710000,5,2.5,2570,9600,"1",0,2,3,8,1620,950,1956,0,"98125",47.7216,-122.282,2680,9900 +"0629000730","20140528T000000",745000,3,1.75,1490,9800,"1",0,0,4,7,1140,350,1947,0,"98004",47.584,-122.198,2310,9800 +"7520400040","20140620T000000",355000,4,2.5,2040,8265,"2",0,0,3,7,2040,0,1996,0,"98146",47.4973,-122.341,2160,8265 +"2799800180","20150323T000000",333000,4,2.5,2690,5505,"2",0,0,3,8,2690,0,2004,0,"98042",47.3666,-122.119,2690,5505 +"2025701530","20140826T000000",282000,3,2.5,1610,6000,"2",0,0,4,7,1610,0,1993,0,"98038",47.349,-122.036,1570,6000 +"1794501415","20140528T000000",840500,3,2,2520,5400,"1.5",0,0,4,8,1410,1110,1906,0,"98119",47.6365,-122.361,1960,5400 +"4038500330","20150407T000000",432000,3,1.75,1550,8134,"1",0,0,4,7,1550,0,1959,0,"98008",47.6136,-122.121,1360,8000 +"9297301065","20141029T000000",625000,3,1,1800,4800,"1",0,2,4,9,900,900,1927,0,"98126",47.5672,-122.372,1400,4800 +"0985000833","20140910T000000",209977,3,1,1170,6134,"1",0,0,4,7,1170,0,1948,0,"98168",47.4941,-122.312,1440,9823 +"3353400120","20140701T000000",174000,2,1,900,13531,"1",0,0,3,6,900,0,1979,0,"98001",47.2616,-122.251,1767,8308 +"8860310120","20150422T000000",740000,4,2,2800,8540,"1",0,0,4,8,1730,1070,1977,0,"98052",47.6869,-122.126,2470,9400 +"9547200790","20140917T000000",518000,3,1.75,1830,4500,"1.5",0,0,4,7,1830,0,1909,0,"98115",47.676,-122.308,1830,4080 +"9136103026","20150305T000000",539000,3,1.75,1380,3225,"1",0,0,4,7,940,440,1915,0,"98103",47.6652,-122.338,1250,3750 +"5710600620","20150429T000000",575000,3,2.75,1990,9600,"1",0,0,3,8,1530,460,1978,0,"98027",47.532,-122.05,2170,10400 +"6003001999","20150209T000000",530000,2,1.75,1170,976,"2",0,0,3,9,780,390,2010,0,"98102",47.6192,-122.316,1280,1183 +"0922059020","20140716T000000",242025,4,1.75,1400,54014,"1.5",0,0,4,7,1400,0,1935,0,"98031",47.4153,-122.184,1910,8523 +"0644200065","20150306T000000",1.03e+006,4,2.5,2620,11200,"1",0,0,4,8,1770,850,1962,0,"98004",47.5876,-122.193,2360,11200 +"6929602390","20140826T000000",230000,3,1,880,7500,"1",0,0,3,7,880,0,1978,0,"98198",47.3837,-122.307,880,7500 +"7399000230","20150107T000000",350000,4,2.5,2260,7500,"1",0,0,3,8,1460,800,1965,0,"98055",47.4645,-122.196,2260,7500 +"3885805300","20150429T000000",595000,3,1,1300,11520,"1",0,0,3,6,1300,0,1958,0,"98033",47.6829,-122.195,1440,8064 +"0200800330","20140711T000000",440000,3,1.75,1450,6829,"1",0,0,3,8,1450,0,1983,0,"98052",47.7222,-122.108,1950,7622 +"6819100330","20150220T000000",550000,3,1,1110,6000,"1",0,0,3,7,1110,0,1904,0,"98109",47.6461,-122.357,1460,6000 +"1338600175","20140507T000000",940000,4,2.25,1890,5940,"1",0,1,3,9,1470,420,1963,0,"98112",47.6316,-122.303,2430,5940 +"8728100781","20140516T000000",375000,3,1.5,1100,1751,"2",0,0,3,8,940,160,2007,0,"98144",47.5927,-122.306,1380,1751 +"0871000515","20141205T000000",567500,2,1.5,1350,4592,"1",0,0,3,7,1070,280,1939,0,"98199",47.6511,-122.405,1610,5102 +"6446200175","20140916T000000",735000,3,2.5,3020,50800,"1",0,0,5,8,1510,1510,1968,0,"98029",47.5529,-122.026,2400,27135 +"7889600230","20141017T000000",114000,2,1,730,5200,"1",0,0,3,6,730,0,1928,0,"98146",47.4943,-122.337,1220,6240 +"2652500210","20140825T000000",608000,2,1,1390,3600,"1",0,0,4,7,1010,380,1913,0,"98119",47.6422,-122.36,1590,3600 +"7302000210","20141107T000000",442500,3,1.5,2710,47419,"1.5",0,0,3,7,2170,540,1980,0,"98053",47.6522,-121.966,2130,48144 +"6450301530","20141016T000000",381800,4,2,1530,5250,"1",0,0,3,7,1110,420,1981,0,"98133",47.7336,-122.339,1100,5250 +"7905200230","20140724T000000",330000,3,2,2170,3978,"1",0,0,5,7,1340,830,1919,0,"98116",47.571,-122.391,1350,4680 +"1049010620","20140513T000000",90000,2,1,790,2640,"1",0,0,3,7,790,0,1973,0,"98034",47.7351,-122.178,1310,2064 +"9284802825","20140724T000000",312000,2,1.75,1160,8625,"1",0,0,4,6,1160,0,1941,0,"98106",47.5509,-122.366,960,5750 +"3782100145","20140512T000000",339000,3,1,1080,8100,"1",0,0,4,7,1080,0,1955,0,"98155",47.777,-122.307,1080,8100 +"8731951490","20140507T000000",313000,3,1.75,2190,8000,"1",0,0,4,8,2190,0,1967,0,"98023",47.3098,-122.381,1980,8000 +"9202650210","20140507T000000",618080,3,2.5,2030,6500,"2",0,0,3,8,2030,0,1988,0,"98027",47.5654,-122.092,2030,8485 +"2473450870","20141006T000000",325000,3,2.25,2480,8755,"2",0,0,3,8,2480,0,1979,0,"98058",47.4543,-122.125,2280,9940 +"2899200040","20140715T000000",242000,4,1,2240,7620,"1",0,0,3,7,1120,1120,1966,0,"98146",47.5089,-122.346,1080,7620 +"2644900149","20141218T000000",364000,2,1.5,1650,7311,"1",0,0,3,7,860,790,1978,0,"98133",47.7772,-122.357,1660,7255 +"0952005000","20140815T000000",545000,3,1.75,1700,5750,"1.5",0,2,5,7,1450,250,1925,0,"98126",47.5643,-122.38,1700,5750 +"7298030210","20141223T000000",445000,3,2.5,2790,16173,"2",0,0,3,10,2790,0,1988,0,"98023",47.3043,-122.343,2890,11632 +"3760500730","20140728T000000",1.0855e+006,4,2.75,3010,10830,"2",0,3,4,9,3010,0,1980,0,"98034",47.7005,-122.232,3010,10650 +"1562000120","20140512T000000",660000,4,2.5,2550,10000,"1",0,0,3,8,1290,1260,1964,0,"98007",47.6208,-122.141,2270,8640 +"9290850760","20141028T000000",845000,4,2.5,2880,35610,"1",0,0,3,10,2880,0,1989,0,"98052",47.6911,-122.054,3460,35610 +"0272000220","20140923T000000",417000,4,2,2090,4000,"1",0,0,3,6,1060,1030,1907,0,"98144",47.5893,-122.299,1590,4000 +"0418000145","20150428T000000",213800,2,1,740,5200,"1",0,0,4,5,740,0,1952,0,"98056",47.4934,-122.173,750,5200 +"3560800040","20141028T000000",400000,2,1.75,960,6200,"1",0,0,4,7,960,0,1946,0,"98136",47.5551,-122.396,1000,6000 +"1139000035","20150305T000000",759950,4,3.5,2100,7560,"2",0,0,5,8,2100,0,2005,0,"98133",47.7076,-122.356,1250,7560 +"6681500150","20150423T000000",990000,4,2.5,2540,5930,"2",0,0,3,9,2540,0,2003,0,"98199",47.6451,-122.387,1400,4000 +"2330000035","20140820T000000",710000,3,1.75,1650,10250,"1",0,0,5,8,1650,0,1963,0,"98005",47.6118,-122.169,2400,10250 +"3095000040","20141016T000000",315000,1,0.75,770,4600,"1",0,0,4,6,770,0,1910,0,"98126",47.5565,-122.377,1550,4600 +"3343300065","20140902T000000",515000,4,2.5,2280,14810,"1",0,0,5,8,1500,780,1977,0,"98056",47.5392,-122.186,2690,12196 +"0375000230","20140626T000000",638000,3,2,1660,3729,"1",0,0,5,7,970,690,1922,0,"98116",47.5741,-122.414,1560,3729 +"7663700772","20150218T000000",370000,4,2,2020,8100,"1.5",0,0,4,7,1160,860,1946,0,"98125",47.7307,-122.297,1840,8680 +"0302000065","20150129T000000",184000,3,1,970,14850,"1",0,0,3,7,970,0,1968,0,"98001",47.3251,-122.268,1410,14850 +"6134500220","20140728T000000",583800,3,2.5,2480,6600,"2",0,0,3,8,2480,0,2002,0,"98053",47.6313,-122.008,2310,6656 +"2787700580","20141028T000000",309500,3,1,1250,7320,"1",0,0,3,7,1250,0,1968,0,"98059",47.5074,-122.163,1770,7320 +"2806300065","20150422T000000",1.96e+006,4,4,4430,31353,"2",0,0,3,12,4430,0,1998,0,"98005",47.6422,-122.157,3900,35237 +"7866500035","20140805T000000",299000,1,1,740,5000,"1",0,0,3,7,740,0,1923,0,"98118",47.5519,-122.292,1400,4400 +"7689600360","20140613T000000",215000,2,1,710,7200,"1",0,0,3,6,710,0,1943,0,"98178",47.4903,-122.245,960,7200 +"3541600210","20140618T000000",410000,4,2,1970,10500,"1",0,0,3,8,1820,150,1961,0,"98166",47.479,-122.356,2090,12300 +"6821600065","20141030T000000",478000,2,1,820,6000,"1",0,0,3,7,820,0,1939,0,"98199",47.6494,-122.395,1630,6000 +"7625703405","20140910T000000",431000,2,1,1000,6500,"1",0,0,4,7,1000,0,1918,0,"98136",47.5474,-122.388,1280,6500 +"6979900360","20140709T000000",635000,4,2.5,3080,35430,"2",0,0,3,9,3080,0,1997,0,"98053",47.6325,-121.97,2640,28972 +"6072100790","20150408T000000",648000,5,2.25,2410,12000,"2",0,0,4,8,2410,0,1973,0,"98006",47.5434,-122.175,2080,12000 +"4113800410","20140603T000000",640000,3,2.5,2370,11172,"2",0,0,3,9,2370,0,1993,0,"98056",47.5345,-122.179,2550,11558 +"4139450760","20141215T000000",932808,5,4.5,4690,6705,"2",0,0,3,10,3450,1240,1995,0,"98006",47.5539,-122.108,4070,11505 +"8682220150","20140606T000000",835000,2,2,2280,6815,"1",0,0,3,8,2280,0,2002,0,"98053",47.7103,-122.027,2280,6750 +"2325039057","20140728T000000",469775,2,1.75,1530,7020,"1",0,0,3,7,1030,500,1942,0,"98199",47.6465,-122.395,2090,6600 +"2459900040","20140717T000000",587000,5,3.5,3610,52595,"2",0,0,4,7,3610,0,1989,0,"98014",47.6832,-121.907,1620,60112 +"6819100150","20140721T000000",677915,3,2,1740,3600,"1",0,0,5,7,990,750,1923,0,"98119",47.6448,-122.358,1250,3600 +"7922900040","20140522T000000",1.075e+006,4,3,3600,9200,"1",0,4,4,9,2100,1500,1976,0,"98008",47.5866,-122.116,2700,9775 +"0430000035","20140705T000000",671000,4,3,3130,5700,"1.5",0,0,3,7,1750,1380,1953,0,"98115",47.6811,-122.283,2080,5700 +"7853301520","20140903T000000",695000,5,3.25,3940,9780,"2",0,0,3,9,3940,0,2007,0,"98065",47.5435,-121.888,3550,8468 +"1623049133","20140729T000000",205000,4,2,2200,13320,"1",0,0,3,6,1100,1100,1944,0,"98168",47.481,-122.292,1330,6099 +"4024101451","20150430T000000",350000,4,1,1510,7200,"1.5",0,0,4,7,1510,0,1955,0,"98155",47.761,-122.307,1950,10656 +"3211100730","20140804T000000",360000,3,1.75,1560,7930,"2",0,0,4,7,1560,0,1980,0,"98059",47.4779,-122.161,1720,8073 +"9542840410","20141108T000000",313999,4,2.25,1870,4198,"2",0,0,3,7,1870,0,2008,0,"98038",47.3657,-122.021,1870,4184 +"6648500580","20150421T000000",300000,3,2.25,2070,7225,"1",0,0,3,8,1690,380,1979,0,"98042",47.3551,-122.148,2070,7400 +"8665900206","20150423T000000",452000,2,1.75,1660,11747,"1",0,0,3,7,830,830,1981,0,"98155",47.7661,-122.306,1900,19850 +"3025079003","20150325T000000",495500,3,2.5,2010,57934,"1",0,0,3,7,2010,0,1978,0,"98014",47.6262,-121.96,2040,55527 +"2377000040","20141218T000000",288000,3,1,1410,40500,"1",0,0,4,7,1410,0,1961,0,"98092",47.3199,-122.1,1570,40500 +"9315100210","20150217T000000",227490,3,1.75,1820,7194,"1",0,0,4,7,1820,0,1967,0,"98003",47.3352,-122.307,1420,7560 +"4046500720","20141107T000000",470950,3,2.5,2560,16420,"2",0,0,4,8,2560,0,1989,0,"98014",47.6916,-121.916,2120,16298 +"8956000120","20140614T000000",735000,4,2.75,2450,4187,"2",0,2,3,8,2450,0,2010,0,"98027",47.5471,-122.016,2320,4187 +"2862100366","20141015T000000",730000,7,2.75,3110,4400,"1.5",0,0,5,7,2010,1100,1914,0,"98105",47.6684,-122.319,1240,4280 +"1402660150","20141203T000000",412000,3,2.5,2210,7000,"2",0,0,4,8,2210,0,1985,0,"98058",47.4377,-122.132,2260,7224 +"7853310450","20140606T000000",589500,4,2.5,2630,6326,"2",0,0,3,9,2630,0,2008,0,"98065",47.5222,-121.874,3240,6229 +"3812400455","20141104T000000",291000,7,1,2350,8636,"1",0,0,3,7,1550,800,1962,0,"98118",47.5432,-122.277,1500,7366 +"0269000970","20150402T000000",1.3e+006,5,3.75,4450,7680,"2",0,0,3,9,3460,990,2010,0,"98199",47.6418,-122.392,2550,6400 +"1788800910","20141020T000000",190000,3,1,1200,10458,"1",0,0,4,6,1200,0,1961,0,"98023",47.3262,-122.342,1160,9000 +"8820902700","20150422T000000",456200,2,1.75,1210,7733,"1",0,0,3,6,1210,0,1904,0,"98125",47.7148,-122.282,1670,7733 +"8945300040","20140919T000000",225000,3,1,1290,8470,"1",0,0,4,7,970,320,1966,0,"98023",47.3054,-122.371,1300,7350 +"3225069241","20150422T000000",2e+006,3,2.5,3490,21064,"1",1,4,3,10,2290,1200,1968,0,"98074",47.6092,-122.073,1780,15244 +"7202430150","20140709T000000",740000,4,2.5,3360,15091,"2",0,0,3,9,3360,0,1997,0,"98052",47.6649,-122.135,1930,9936 +"2070100040","20141201T000000",467000,3,1.75,2660,5511,"1",0,0,3,8,1330,1330,1948,0,"98108",47.5575,-122.3,2030,6111 +"1139000620","20141008T000000",385000,2,1,770,7554,"1",0,0,3,6,770,0,1946,0,"98177",47.7057,-122.36,1390,7500 +"0976000790","20141020T000000",670000,3,2.5,1800,4763,"2",0,0,3,7,1240,560,1985,0,"98119",47.646,-122.362,1790,4763 +"6617500085","20150422T000000",500000,4,2.5,2900,5760,"1",0,0,4,8,1660,1240,1959,0,"98118",47.55,-122.272,2250,6098 +"6163900971","20140619T000000",352450,3,2,1430,6000,"1",0,0,5,7,1430,0,1945,0,"98155",47.7564,-122.316,1630,6315 +"7135521530","20141028T000000",669888,4,2.75,2550,7591,"2",0,0,3,9,2550,0,1989,0,"98059",47.5302,-122.147,2670,7796 +"4036800925","20140624T000000",405000,3,2.75,1310,7300,"1",0,0,3,7,1310,0,1957,0,"98008",47.6016,-122.123,1310,7030 +"6751300065","20140506T000000",518000,3,1.5,1430,8000,"1",0,0,4,7,1430,0,1956,0,"98007",47.5874,-122.136,1450,8000 +"7192200040","20141001T000000",280000,4,1,1880,6288,"1",0,0,3,7,1120,760,1974,0,"98178",47.5101,-122.259,1880,6334 +"3629970610","20140718T000000",435000,3,2.5,1600,2375,"2",0,0,3,7,1600,0,2005,0,"98029",47.5531,-121.996,1830,2375 +"3797310230","20150507T000000",314950,3,2,1760,9732,"1",0,0,3,7,1760,0,1996,0,"98022",47.1923,-122.014,1910,9231 +"2781270210","20150224T000000",209900,2,2,1180,3003,"2",0,0,3,6,1180,0,2005,0,"98038",47.3491,-122.02,1310,3003 +"1330900230","20150416T000000",630000,4,2.5,2330,31705,"2",0,0,4,8,2330,0,1980,0,"98052",47.6471,-122.03,2460,36600 +"8917100206","20140718T000000",442000,4,1.5,1960,12688,"1.5",0,0,4,7,1960,0,1962,0,"98052",47.6304,-122.097,2050,9375 +"1219000120","20150402T000000",340000,4,1,1140,13440,"1",0,0,2,5,1140,0,1944,0,"98166",47.4619,-122.344,1450,7560 +"0522059158","20140616T000000",230000,3,1.75,1400,6956,"1",0,0,4,7,1400,0,1957,0,"98031",47.4233,-122.198,1400,9375 +"0526059122","20141205T000000",495200,5,2.25,2710,22120,"1",0,0,3,7,1410,1300,1955,0,"98011",47.7642,-122.195,2850,12224 +"0293620180","20150331T000000",900000,4,2.5,3510,6745,"2",0,0,3,10,3510,0,1998,0,"98075",47.6016,-122.074,3320,8370 +"0945000410","20150313T000000",265000,2,1,910,4600,"1",0,0,3,5,910,0,1917,0,"98117",47.6916,-122.362,1020,4600 +"0226059106","20150102T000000",489500,3,1.75,2090,65558,"1",0,0,3,8,1330,760,1977,0,"98072",47.7621,-122.127,2450,47178 +"4166600610","20150514T000000",335000,3,2,1410,44866,"1",0,0,4,7,1410,0,1985,0,"98023",47.3273,-122.37,2950,29152 +"8854100220","20141205T000000",585000,3,3.25,3050,12700,"2",0,0,3,8,2240,810,1990,0,"98011",47.7445,-122.214,3050,12386 +"5249804655","20141017T000000",800000,4,2.25,2010,7200,"1",0,1,4,8,1010,1000,1950,0,"98118",47.5591,-122.267,2010,7200 +"2220069203","20140908T000000",379500,4,2.25,2120,53578,"2",0,2,4,7,2120,0,1985,0,"98022",47.2041,-122.021,2120,53578 +"3298200790","20140812T000000",475000,3,1,1270,8000,"1",0,0,4,6,1270,0,1959,0,"98008",47.6175,-122.118,1210,7875 +"4038400040","20141124T000000",520000,3,2,1670,8800,"1",0,0,4,7,1150,520,1961,0,"98008",47.6096,-122.132,2020,8250 +"7215730730","20150128T000000",515000,4,2.5,1800,4338,"2",0,0,3,8,1800,0,2001,0,"98075",47.5962,-122.015,1800,4507 +"3126049107","20150503T000000",577500,2,1,1640,5515,"1",0,0,4,7,940,700,1926,0,"98103",47.6912,-122.334,2054,5515 +"3110800040","20140716T000000",269900,3,2.25,1740,9672,"1",0,0,4,7,1110,630,1963,0,"98031",47.4149,-122.181,1640,9600 +"2608300035","20140527T000000",329000,3,1,1600,5952,"1",0,0,4,7,1150,450,1964,0,"98106",47.5292,-122.362,1460,6200 +"7217400650","20150424T000000",458500,3,1.5,1280,1920,"1.5",0,0,3,7,1280,0,1905,1990,"98122",47.6117,-122.301,1280,3150 +"0924069106","20150313T000000",890000,4,2,1480,11171,"1.5",0,0,4,6,1480,0,1947,0,"98075",47.5849,-122.051,2790,20680 +"2310050040","20150401T000000",361500,4,2.5,1980,7334,"2",0,0,3,7,1980,0,2003,0,"98038",47.3528,-122.041,1850,7134 +"7490000040","20140718T000000",2.535e+006,5,3.25,3730,10626,"1",0,4,4,10,3730,0,1963,0,"98004",47.624,-122.221,4180,19110 +"6675500133","20140822T000000",325000,2,1,900,8374,"1",0,0,3,7,900,0,1984,0,"98034",47.7282,-122.225,1580,8965 +"0809001520","20141105T000000",1.85e+006,4,3.25,3480,6000,"3",0,0,3,8,3480,0,2014,0,"98109",47.6353,-122.353,2200,4080 +"1424200035","20140523T000000",945000,4,2,2840,13367,"1",0,0,3,7,1420,1420,1952,0,"98004",47.6237,-122.21,2840,12744 +"5641300220","20140828T000000",370000,3,2.5,2490,4244,"2",0,0,3,9,2490,0,2005,0,"98042",47.3705,-122.131,2490,4748 +"7849202299","20150218T000000",320000,0,2.5,1490,7111,"2",0,0,3,7,1490,0,1999,0,"98065",47.5261,-121.826,1500,4675 +"8682292020","20140915T000000",450000,2,2,1510,4908,"1",0,0,3,8,1510,0,2006,0,"98053",47.7196,-122.024,1440,3921 +"1604590230","20150424T000000",800000,4,2.5,2900,18303,"2",0,0,4,10,2900,0,1994,0,"98075",47.5981,-122.03,2900,18303 +"2856101540","20141211T000000",676000,3,2.5,2240,3825,"2",0,0,3,7,2240,0,1995,0,"98117",47.6786,-122.389,1460,5100 +"1336300610","20150402T000000",1.2725e+006,4,1.75,2040,5000,"2",0,0,4,9,2040,0,1921,0,"98102",47.6279,-122.315,3220,5600 +"3819500065","20141028T000000",290000,3,1.75,1460,7980,"1",0,0,3,7,1460,0,1972,0,"98028",47.7713,-122.265,1920,7980 +"2329600040","20141118T000000",158000,3,1.5,990,8925,"1",0,0,4,7,990,0,1962,0,"98003",47.3294,-122.331,1360,8625 +"4440900040","20140505T000000",379950,4,1.75,1970,9389,"1",0,0,5,7,1140,830,1960,0,"98133",47.7771,-122.339,1820,8135 +"7202260330","20140509T000000",583000,4,2.5,2660,4000,"2",0,0,3,8,2660,0,2001,0,"98053",47.6876,-122.038,2330,4517 +"0425000230","20141230T000000",150000,2,1,870,5700,"1",0,0,4,6,870,0,1957,0,"98056",47.498,-122.17,1020,5700 +"5466400530","20140721T000000",261500,3,2.5,1740,6992,"2",0,0,3,7,1740,0,1990,0,"98042",47.3574,-122.158,1260,6825 +"6600490220","20141014T000000",278000,4,2.5,2290,3777,"2",0,0,3,7,2290,0,2004,0,"98198",47.3617,-122.308,1480,3608 +"2156500220","20140923T000000",555000,4,2.75,2170,7140,"1",0,0,3,8,1290,880,1977,0,"98052",47.691,-122.113,2120,7820 +"9438300035","20140827T000000",355000,3,1.75,2040,8173,"1",0,0,3,7,1470,570,1958,0,"98133",47.7439,-122.333,1900,8172 +"4036800770","20140917T000000",375000,4,1.5,1770,6650,"1",0,0,3,7,1770,0,1958,0,"98008",47.6011,-122.124,1600,7000 +"4006000281","20140729T000000",227000,3,1.75,2380,12681,"1",0,0,1,6,1380,1000,1918,0,"98118",47.5294,-122.279,1720,6377 +"0619079061","20140619T000000",335000,4,2,2030,103672,"1",0,0,4,7,2030,0,1969,0,"98022",47.1647,-121.973,1560,325393 +"3586501135","20140606T000000",680000,3,2.25,2270,23900,"1",0,0,3,9,1820,450,1975,0,"98177",47.7506,-122.372,2520,28300 +"8819900220","20150205T000000",686500,2,1.75,1390,5025,"1.5",0,0,4,8,1390,0,1928,0,"98105",47.6701,-122.288,2160,5000 +"1775801020","20141124T000000",410000,3,1.75,1530,26642,"1",0,0,3,7,1180,350,1988,0,"98072",47.7422,-122.097,1550,13566 +"3758900150","20140826T000000",425000,2,1,1430,13300,"1.5",0,0,3,6,1230,200,1921,0,"98033",47.6996,-122.203,1950,11421 +"1954420230","20150310T000000",562500,3,2.5,2030,7549,"1",0,0,3,8,2030,0,1988,0,"98074",47.6187,-122.044,2040,7130 +"4307320230","20141014T000000",345000,4,2.5,2390,6976,"2",0,0,3,7,2390,0,2003,0,"98056",47.4807,-122.182,2390,6346 +"7856620910","20150414T000000",627500,4,2.5,2540,11500,"1",0,0,4,8,1640,900,1979,0,"98006",47.5609,-122.15,2820,9800 +"1624079021","20150313T000000",355000,3,1,1890,36300,"1",0,0,3,7,1890,0,1962,0,"98024",47.5719,-121.914,1746,54014 +"4123800330","20150501T000000",335000,3,2.25,1870,5876,"2",0,0,3,7,1870,0,1986,0,"98038",47.3779,-122.045,1670,6203 +"7186800120","20150311T000000",350000,4,3,1780,4228,"1",0,0,3,7,1780,0,1953,0,"98118",47.5488,-122.287,1730,5304 +"0925069123","20150318T000000",590000,3,1,1610,58370,"1",0,0,3,7,1610,0,1978,0,"98053",47.6718,-122.044,2510,58127 +"5422420120","20140717T000000",252000,3,2,1420,6788,"2",0,0,3,7,1420,0,1990,0,"98023",47.2887,-122.351,1790,6607 +"5460500040","20150421T000000",1.295e+006,5,4,4440,9270,"1",0,0,5,10,2220,2220,1968,0,"98040",47.5708,-122.212,2720,9614 +"5113400264","20141119T000000",705000,4,2,1820,5001,"2",0,0,3,7,1820,0,1947,2002,"98119",47.6438,-122.373,1440,5408 +"1828000230","20140714T000000",498000,3,2,1620,8400,"1",0,0,3,7,1180,440,1968,0,"98052",47.6574,-122.128,2120,8424 +"6415100331","20140921T000000",312500,2,1,870,7227,"1",0,0,3,7,870,0,1948,0,"98133",47.7288,-122.331,1250,7252 +"7686205370","20141124T000000",260000,4,1.75,1830,5375,"1",0,0,2,7,1060,770,1962,0,"98198",47.4169,-122.316,1040,7500 +"8092501400","20150318T000000",209950,3,1.5,2290,9600,"1",0,0,4,7,2290,0,1967,0,"98042",47.3643,-122.111,1310,9600 +"0643300210","20150210T000000",610000,3,1.75,1110,10402,"1",0,0,4,7,1110,0,1967,0,"98006",47.5676,-122.177,2050,9660 +"7550801225","20140627T000000",500000,4,1,1440,7100,"1.5",0,0,3,7,1440,0,1906,0,"98107",47.6725,-122.396,1490,5000 +"4078300040","20150224T000000",850000,3,3.5,3070,7050,"1",0,3,3,8,1570,1500,1928,1996,"98125",47.7076,-122.276,2350,5881 +"4036100175","20150219T000000",689000,4,2.5,2440,11700,"1",0,0,5,8,1480,960,1961,0,"98006",47.5606,-122.184,2140,10807 +"1036700220","20141110T000000",470000,4,2,2410,4680,"2",0,0,3,9,2410,0,1974,0,"98008",47.6234,-122.113,1910,4611 +"1644500450","20140507T000000",640000,3,3,2270,5175,"2",0,0,3,9,2130,140,2002,0,"98056",47.516,-122.203,2850,5661 +"6326000205","20140812T000000",290000,4,1.75,2340,7200,"1",0,0,3,8,1590,750,1960,0,"98146",47.497,-122.369,1970,7800 +"3375300150","20141218T000000",258500,3,2.5,1800,9000,"2",0,0,3,7,1800,0,1983,0,"98003",47.3186,-122.331,1670,8486 +"2344300220","20140714T000000",1.1e+006,4,3.5,2210,7597,"1",0,0,4,9,1550,660,1977,2006,"98004",47.5816,-122.197,2370,8811 +"0203101065","20140528T000000",420000,3,1.75,1820,22320,"1",0,0,3,7,1250,570,1977,0,"98053",47.6441,-121.96,2030,22320 +"5083100065","20140916T000000",230000,3,1,1190,9083,"1",0,0,3,7,1190,0,1955,0,"98198",47.4116,-122.293,1190,9450 +"1545804240","20150402T000000",252000,3,1.5,1400,6865,"1",0,0,4,7,1400,0,1986,0,"98038",47.3639,-122.048,1480,8125 +"2329720040","20140630T000000",515000,3,2.5,2600,4506,"2",0,0,3,8,2600,0,2003,0,"98028",47.7353,-122.222,2600,4658 +"7551300065","20140609T000000",425000,2,1,910,4635,"1",0,0,4,6,910,0,1905,0,"98107",47.675,-122.393,1740,5000 +"4321200580","20150125T000000",575000,3,2.5,1760,2320,"2",0,2,3,8,1760,0,1994,0,"98126",47.5723,-122.376,1760,4698 +"9164100040","20141026T000000",390000,2,1,860,5160,"1",0,0,4,7,860,0,1909,0,"98117",47.6823,-122.388,1090,5356 +"7922750150","20140917T000000",561500,4,2.25,2310,9800,"1",0,0,3,8,1780,530,1968,0,"98033",47.6657,-122.178,2310,9800 +"2804600155","20150507T000000",1.35e+006,4,1.75,2000,3728,"1.5",0,0,4,9,1820,180,1926,0,"98112",47.643,-122.299,1950,3728 +"5101402296","20140925T000000",835000,5,2.75,2460,7830,"1",0,0,5,9,1490,970,1955,0,"98115",47.6938,-122.31,2050,7830 +"8019200845","20150218T000000",245000,2,1,1020,15000,"1.5",0,0,3,6,1020,0,1933,0,"98168",47.4956,-122.321,1480,14519 +"9286100150","20140811T000000",475200,3,2.5,1670,3980,"2",0,0,3,8,1670,0,2000,0,"98027",47.5317,-122.047,1670,2897 +"3727800065","20141113T000000",425000,2,1,790,5024,"1",0,0,4,7,790,0,1941,0,"98117",47.6833,-122.395,1330,5024 +"7657000085","20150202T000000",218000,2,1.5,2010,7755,"2",0,0,3,7,2010,0,1952,0,"98178",47.4947,-122.233,1360,8037 +"7954300120","20140822T000000",600000,4,2.5,2600,6536,"2",0,0,3,9,2600,0,1999,0,"98056",47.5232,-122.191,2640,6185 +"0686400040","20150410T000000",545000,4,2.25,1890,7210,"1",0,0,3,8,1890,0,1967,0,"98008",47.6342,-122.117,1920,7210 +"0853200040","20150428T000000",2.408e+006,5,2.5,4600,23250,"1.5",0,2,3,9,3600,1000,1918,2003,"98004",47.623,-122.218,5500,20066 +"7857003046","20150506T000000",460000,5,3,2008,5050,"1",0,0,3,7,1216,792,1992,0,"98118",47.5376,-122.292,2040,5297 +"5014000085","20140623T000000",425000,2,1,880,6413,"1",0,0,3,7,880,0,1950,0,"98116",47.573,-122.395,1360,6413 +"2205500355","20141021T000000",455000,3,1.75,1700,8360,"1",0,0,4,7,850,850,1955,0,"98006",47.5766,-122.147,1520,8360 +"2595650220","20150421T000000",313100,3,2,1730,12821,"1",0,0,3,8,1730,0,1994,0,"98001",47.353,-122.272,1980,11336 +"7880010150","20140623T000000",780000,4,3.5,3910,59863,"2",0,0,4,10,2490,1420,1987,0,"98027",47.4846,-122.067,2830,37674 +"6386550040","20141223T000000",345500,4,2.5,2160,9682,"2",0,0,3,8,2160,0,1999,0,"98031",47.4106,-122.204,1770,9600 +"1355000220","20150119T000000",243000,3,1.75,1200,8034,"1",0,0,5,7,1200,0,1975,0,"98031",47.4135,-122.18,1270,7600 +"6619900120","20141208T000000",670000,5,3.5,3860,9600,"1",0,3,4,8,2660,1200,1973,0,"98034",47.7139,-122.223,2440,9600 +"2132200230","20150211T000000",325000,3,1.5,1320,7560,"1",0,0,3,6,840,480,1983,0,"98019",47.7451,-121.98,1210,7560 +"2988800065","20141202T000000",281000,2,1,1280,12500,"1",0,0,3,7,1060,220,1951,0,"98178",47.4833,-122.237,1460,17771 +"0013001215","20150305T000000",130000,3,1,1100,5100,"1",0,0,4,7,1100,0,1913,0,"98108",47.5231,-122.332,1450,5100 +"0705700530","20140730T000000",340000,3,2.5,2170,9798,"2",0,0,3,7,2170,0,1995,0,"98038",47.3817,-122.023,2020,8121 +"7230100120","20150209T000000",485000,4,2.75,2720,51396,"2",0,0,4,8,2720,0,1977,0,"98059",47.4777,-122.1,1960,51366 +"9520900230","20141217T000000",642860,4,2.75,2520,6398,"2",0,0,3,8,2520,0,2014,0,"98072",47.7685,-122.159,2520,6398 +"9828701085","20141003T000000",747000,3,1.75,2560,4800,"1",0,0,3,7,1280,1280,1911,0,"98112",47.6207,-122.295,1620,4800 +"1926049385","20140729T000000",559950,4,2.5,2650,7200,"2",0,0,3,8,2250,400,1979,0,"98133",47.7317,-122.354,2110,7269 +"5680000455","20141117T000000",577288,4,2.75,2870,7200,"2",0,0,3,9,2870,0,2008,0,"98108",47.5688,-122.317,2030,5400 +"0125039021","20140924T000000",575000,2,1,1230,2726,"1.5",0,0,3,7,880,350,1920,0,"98117",47.6815,-122.359,1710,3750 +"3241600150","20140505T000000",287000,3,1,1450,6000,"1",0,0,4,7,1450,0,1953,0,"98118",47.5238,-122.287,1170,6464 +"1245003006","20141110T000000",1.149e+006,4,3.75,3180,9889,"2",0,0,3,9,2500,680,2012,0,"98033",47.6853,-122.204,2910,8558 +"2789000120","20150424T000000",335000,2,1,1800,8900,"1",0,0,3,6,900,900,1945,0,"98168",47.51,-122.323,2040,10450 +"6073300040","20150106T000000",375000,4,2.25,2020,12500,"2",0,0,2,8,2020,0,1966,0,"98056",47.5403,-122.175,1800,13175 +"7663700531","20150106T000000",325000,2,1,620,14823,"1",0,0,3,6,620,0,1926,0,"98125",47.7322,-122.3,1400,7930 +"0123059042","20150423T000000",530000,3,2.25,2190,220414,"1",0,0,4,7,1330,860,1976,0,"98059",47.5041,-122.102,2550,175982 +"7149400450","20150112T000000",287000,4,2.25,1980,7081,"1",0,0,3,7,1470,510,1977,0,"98032",47.3669,-122.288,1980,7081 +"9264911210","20150226T000000",320000,5,3,2970,7000,"1",0,0,3,8,1810,1160,1979,0,"98023",47.3079,-122.341,2630,8062 +"7853300650","20140822T000000",425000,4,2.5,2270,4400,"2",0,0,3,7,2270,0,2006,0,"98065",47.5381,-121.888,2090,4400 +"6383000150","20140806T000000",550000,3,1,1630,6009,"1",0,3,4,8,1630,0,1954,0,"98117",47.693,-122.383,2120,6009 +"5560000650","20141202T000000",135000,3,1,1520,8450,"1",0,0,2,6,1120,400,1961,0,"98023",47.328,-122.337,1320,8450 +"5700002020","20140717T000000",695000,3,1.75,2080,5687,"1.5",0,0,4,8,2080,0,1924,0,"98144",47.5776,-122.289,2300,5995 +"2141310540","20150506T000000",975000,5,2.5,3020,9648,"1",0,2,4,9,1980,1040,1977,0,"98006",47.5586,-122.134,2890,12598 +"7247000035","20140520T000000",210000,4,1.75,2180,28710,"1",0,0,3,8,1180,1000,1950,0,"98198",47.405,-122.288,2180,28710 +"4077800438","20141231T000000",518000,4,1.75,1780,8768,"1",0,0,4,7,1050,730,1951,0,"98125",47.7085,-122.283,1590,8100 +"8821900155","20140709T000000",335500,3,1,1370,6780,"2",0,0,3,6,1370,0,1930,0,"98125",47.7156,-122.291,1450,7214 +"1324039110","20141126T000000",750000,4,3.5,3050,7020,"2",0,3,3,9,2050,1000,1984,0,"98126",47.571,-122.374,2170,5900 +"5566100205","20141223T000000",515000,3,1.75,1490,12000,"1",0,0,4,7,1490,0,1956,0,"98006",47.569,-122.175,1630,12000 +"7222000209","20140521T000000",344500,4,2.75,1800,5453,"1",0,0,3,7,1050,750,2002,0,"98055",47.4632,-122.209,1820,6900 +"7867500021","20140616T000000",470000,3,1.5,1760,6723,"1",0,0,3,7,1160,600,1958,0,"98118",47.5514,-122.266,2080,8965 +"8563010540","20140904T000000",606150,4,1.75,1770,9848,"1",0,0,3,8,1370,400,1967,0,"98008",47.6208,-122.099,2040,9587 +"7349650120","20141120T000000",292000,4,2.75,2910,7712,"1",0,0,3,7,1600,1310,1998,0,"98002",47.2842,-122.198,2220,6649 +"0620069061","20150507T000000",450000,3,2.5,2880,426452,"2",0,3,3,7,2880,0,1979,0,"98092",47.2485,-122.101,1460,320890 +"9269200540","20140819T000000",429000,3,1.75,2520,5043,"1",0,0,3,8,1260,1260,1957,0,"98126",47.5339,-122.372,1360,4920 +"1939000040","20140820T000000",765000,4,2.5,3190,38119,"2",0,0,3,9,3190,0,1988,0,"98053",47.6698,-122.044,2560,36280 +"2767603026","20150415T000000",425000,2,1,540,2500,"1",0,0,3,5,540,0,1905,0,"98107",47.6729,-122.383,1290,5000 +"9477920120","20150212T000000",505000,4,2.5,3170,5340,"2",0,0,3,7,3170,0,2000,0,"98059",47.4911,-122.138,3010,5340 +"4037200530","20150317T000000",544950,3,1.75,1830,7371,"1",0,0,3,7,1830,0,1957,0,"98008",47.6059,-122.121,1600,7700 +"8150600065","20140924T000000",382000,3,2,1360,4840,"1.5",0,0,3,8,1360,0,1936,0,"98126",47.5487,-122.376,1450,4840 +"4046600120","20140828T000000",475000,3,1.75,1870,25157,"2",0,0,3,7,1870,0,1978,0,"98014",47.695,-121.915,1870,15391 +"8835220210","20150417T000000",355000,3,1.5,1370,4790,"2",0,0,4,7,1370,0,1982,0,"98034",47.7253,-122.164,1370,3799 +"7696300180","20140703T000000",410000,4,2.5,1700,9000,"1",0,0,5,7,1700,0,1972,0,"98034",47.7306,-122.233,1370,7592 +"6362900145","20150203T000000",450000,4,2,1960,5008,"1",0,0,3,6,980,980,1900,1988,"98144",47.5958,-122.299,1175,2315 +"7663700968","20140528T000000",565000,7,4.5,4140,9066,"1",0,0,3,7,2070,2070,1978,0,"98125",47.7302,-122.291,1440,1865 +"6844700975","20150414T000000",529100,2,1,1290,6528,"1.5",0,0,4,7,1290,0,1941,0,"98115",47.694,-122.29,1670,5712 +"7853300720","20150212T000000",452500,4,2.5,2460,6454,"2",0,0,3,7,2460,0,2006,0,"98065",47.5381,-121.89,2320,4578 +"4222200210","20140522T000000",245000,4,2,1580,8000,"1",0,0,3,7,1040,540,1967,0,"98003",47.3467,-122.304,1550,8000 +"7518505040","20150330T000000",415000,1,1,700,2550,"1",0,0,3,6,700,0,1954,0,"98117",47.6783,-122.383,1330,4110 +"6646200770","20140724T000000",610000,4,2.5,2410,15899,"2",0,3,3,9,2410,0,1990,0,"98074",47.6242,-122.04,2360,11412 +"1262700040","20141016T000000",363500,4,1.75,2180,9702,"1",0,0,5,7,1090,1090,1962,0,"98178",47.4973,-122.268,2020,9792 +"6811000220","20150204T000000",510000,3,2.75,1950,12630,"1",0,0,4,8,1230,720,1969,0,"98052",47.6301,-122.107,1990,12196 +"6979900330","20150325T000000",650000,4,2.5,2630,28298,"2",0,0,3,8,2630,0,1996,0,"98053",47.6314,-121.968,2840,26071 +"0984200540","20150114T000000",290000,4,2.5,2050,9015,"2",0,0,4,7,2050,0,1973,0,"98058",47.4357,-122.168,1780,8820 +"7812800155","20150318T000000",170000,3,1,790,6750,"1",0,0,2,6,790,0,1944,0,"98178",47.4984,-122.24,960,6298 +"7228500610","20150330T000000",510000,2,1,1070,5280,"1",0,0,3,6,1070,0,1900,0,"98122",47.6168,-122.303,1380,2370 +"1225069038","20140505T000000",2.28e+006,7,8,13540,307752,"3",0,4,3,12,9410,4130,1999,0,"98053",47.6675,-121.986,4850,217800 +"5162100650","20140922T000000",316000,4,2.5,2320,7379,"2",0,0,3,8,2320,0,1987,0,"98003",47.3432,-122.316,2230,7614 +"3904902510","20140512T000000",690000,4,2.5,2670,13463,"2",0,0,4,9,2670,0,1989,0,"98029",47.5627,-122.018,2560,10982 +"0418000330","20140808T000000",199950,2,1,700,5200,"1",0,0,5,5,700,0,1952,0,"98056",47.4924,-122.174,970,5200 +"7689600330","20140813T000000",207000,3,1,860,7740,"1",0,0,3,6,860,0,1960,0,"98178",47.4906,-122.244,980,7200 +"2473370870","20150416T000000",449950,4,2.25,3490,8400,"1.5",0,0,4,8,3490,0,1976,0,"98058",47.4513,-122.128,2320,8723 +"2023069054","20150318T000000",361550,3,1.75,1160,257875,"1",0,0,2,7,1160,0,1980,0,"98059",47.4655,-122.072,1420,15450 +"0293800410","20140924T000000",824000,4,3.5,3650,57538,"2",0,0,3,10,3650,0,1996,0,"98077",47.7711,-122.041,3730,56257 +"7752000065","20150106T000000",537000,3,1.75,1550,10050,"1",0,0,5,7,1550,0,1957,0,"98008",47.6345,-122.123,1720,10050 +"0191100870","20140805T000000",838400,4,2.5,2620,9525,"2.5",0,0,4,9,2620,0,1974,0,"98040",47.5631,-122.219,2580,9525 +"5347200220","20140911T000000",225000,2,1,720,4758,"1",0,0,3,6,720,0,1947,0,"98126",47.5176,-122.376,990,4920 +"7604400150","20150423T000000",329900,3,2,1380,5198,"1",0,0,4,7,1380,0,1982,0,"98106",47.5514,-122.357,1320,6827 +"3024089057","20150106T000000",282500,4,1,1170,34925,"1",0,0,4,6,1170,0,1942,0,"98065",47.5305,-121.841,1610,28108 +"2212901010","20150406T000000",229950,3,1.75,1170,11960,"1",0,0,4,7,1170,0,1969,0,"98042",47.3279,-122.136,1230,9800 +"6414100482","20150331T000000",500000,2,1,1630,12059,"1",0,0,3,7,1270,360,1947,0,"98125",47.7228,-122.314,1660,8800 +"9455200329","20141104T000000",495000,3,1.75,1890,6557,"1",0,0,3,8,1890,0,1967,0,"98125",47.7032,-122.286,1920,6793 +"9536601996","20140610T000000",149500,3,1,1010,9450,"1",0,0,4,7,1010,0,1959,0,"98198",47.3592,-122.315,1240,9450 +"1546600230","20140818T000000",726000,3,2.5,2040,10033,"1",0,0,4,8,1420,620,1974,0,"98005",47.6375,-122.173,2260,10115 +"8691330330","20150409T000000",899000,4,2.5,4080,10295,"2",0,0,3,10,4080,0,1998,0,"98075",47.5933,-121.982,3470,10295 +"7788400065","20150315T000000",317000,3,1,1270,8925,"1",0,0,5,7,1270,0,1955,0,"98056",47.5124,-122.165,1270,8996 +"2771101251","20150326T000000",395000,1,1,790,3000,"1",0,0,3,6,790,0,1953,0,"98199",47.6544,-122.386,1110,4100 +"4475000120","20150202T000000",360000,4,3,2580,6740,"2",0,0,3,8,2580,0,1999,0,"98058",47.4296,-122.185,2010,6740 +"3905120540","20140618T000000",570000,4,2.5,2290,6738,"2",0,0,3,8,2290,0,1996,0,"98029",47.5714,-122.005,2100,6261 +"8562890910","20140619T000000",320000,4,2.5,3490,5000,"2",0,0,3,8,3490,0,2003,0,"98042",47.3772,-122.127,2910,5025 +"7701700040","20140925T000000",320000,3,1.75,1510,30185,"1.5",0,0,3,7,1510,0,1976,0,"98058",47.4118,-122.089,1470,12465 +"7237300330","20150312T000000",268000,5,2.5,2400,4564,"2",0,0,3,7,2400,0,2004,0,"98042",47.369,-122.126,1880,4109 +"7883608693","20140627T000000",191000,2,1,900,3400,"1",0,0,5,6,900,0,1905,0,"98108",47.5269,-122.314,940,6000 +"4363700304","20140804T000000",400000,2,1,1270,7440,"1",0,0,4,7,910,360,1949,0,"98126",47.5285,-122.372,1040,7500 +"2768100040","20140701T000000",515000,2,1,1050,5000,"1",0,0,5,7,1050,0,1907,0,"98107",47.6699,-122.369,1340,5000 +"7853220120","20150416T000000",610000,4,2.5,2950,9010,"2",0,0,3,9,2950,0,2004,0,"98065",47.531,-121.86,3160,8813 +"9547204675","20141024T000000",538000,2,1.75,1850,3060,"1",0,0,3,7,1060,790,1929,1992,"98115",47.6821,-122.308,1850,4080 +"7852150220","20140603T000000",432000,3,2.5,1970,4036,"2",0,0,4,7,1970,0,2003,0,"98065",47.5335,-121.869,1960,5020 +"5089700720","20150127T000000",335000,4,2.25,2400,8592,"2",0,0,3,8,2400,0,1978,0,"98055",47.4383,-122.193,2180,8100 +"3705900124","20150220T000000",302000,5,1.75,2360,8642,"1.5",0,0,5,7,2060,300,1926,0,"98133",47.7617,-122.335,1950,8491 +"5425700150","20140804T000000",787500,4,1.75,1580,9382,"1",0,0,3,7,1080,500,1963,0,"98039",47.6353,-122.232,2010,9382 +"6141100065","20141218T000000",420000,3,1,1790,7055,"1",0,0,5,8,1520,270,1937,0,"98133",47.718,-122.355,1710,7055 +"2726079098","20140918T000000",560000,3,2.5,2840,216493,"2",0,0,3,9,2840,0,1991,0,"98014",47.702,-121.892,2820,175111 +"3904960150","20150423T000000",535000,3,2.5,1970,6634,"2",0,0,3,8,1970,0,1989,0,"98029",47.5759,-122.012,2090,6176 +"3298700156","20140610T000000",310000,3,2.5,1780,6771,"1",0,0,3,7,1230,550,1990,0,"98106",47.5237,-122.353,1780,6771 +"5700000180","20141208T000000",760000,5,2,3920,5250,"1.5",0,0,5,7,2560,1360,1910,0,"98144",47.5798,-122.294,1830,4240 +"0646910620","20140922T000000",242500,3,1.75,1550,1905,"2",0,0,3,7,1550,0,2005,0,"98055",47.4331,-122.195,1550,1866 +"2397100975","20150220T000000",1.313e+006,6,3,2980,7200,"1.5",0,2,3,8,2980,0,1911,0,"98119",47.6366,-122.362,1720,3600 +"5365200040","20141016T000000",235000,3,1,1270,7153,"1",0,0,5,6,1270,0,1949,0,"98055",47.4815,-122.226,1650,7153 +"4157600180","20150223T000000",598780,4,2.25,3040,12160,"1",0,0,4,7,1520,1520,1963,0,"98007",47.5911,-122.133,2560,12090 +"0723099044","20140807T000000",433200,3,2.5,2075,16200,"2",0,0,3,8,2075,0,2002,0,"98045",47.4848,-121.698,2300,32379 +"3343300644","20150511T000000",343000,2,1,1110,9920,"1",0,0,5,6,700,410,1942,0,"98056",47.5454,-122.192,2830,10091 +"2870000040","20141110T000000",145000,2,1,800,8125,"1",0,0,3,6,800,0,1964,0,"98033",47.6836,-122.174,2390,8125 +"0739000035","20150116T000000",291970,1,1,680,21727,"1",0,0,3,5,680,0,1952,1995,"98058",47.446,-122.175,1470,19406 +"8118600155","20150318T000000",599950,3,1,1680,7910,"1",0,0,3,7,1680,0,1949,0,"98146",47.5085,-122.385,1330,7910 +"3025059072","20140725T000000",1.749e+006,4,2.5,3910,22710,"1.5",0,0,3,8,3910,0,1908,2003,"98004",47.6295,-122.217,2920,16544 +"0524059241","20150319T000000",870000,4,1.75,2780,11000,"1",0,0,3,9,1560,1220,1964,0,"98004",47.595,-122.203,2350,11700 +"2215900410","20150508T000000",323000,4,2.75,2000,9083,"2",0,0,4,7,2000,0,1992,0,"98038",47.3511,-122.058,1690,7735 +"7215730410","20140825T000000",727000,4,3,3150,9703,"2",0,0,3,9,3150,0,2001,0,"98075",47.5962,-122.018,3150,8819 +"3751600146","20141023T000000",166000,1,1,1120,17332,"1",0,0,3,7,1120,0,1988,0,"98001",47.2972,-122.267,1280,17334 +"3461000120","20150430T000000",450000,4,1.75,1740,12204,"1",0,0,3,7,1270,470,1961,0,"98155",47.7675,-122.277,2190,12204 +"9238500040","20140624T000000",400000,3,2.5,2970,23100,"1",0,0,3,7,1510,1460,1967,0,"98072",47.7735,-122.133,2390,20300 +"9238500040","20150210T000000",599000,3,2.5,2970,23100,"1",0,0,3,7,1510,1460,1967,0,"98072",47.7735,-122.133,2390,20300 +"3751604895","20140605T000000",165000,3,1,1150,19200,"1",0,0,4,5,1150,0,1908,0,"98001",47.2756,-122.27,1290,19200 +"8961800035","20140605T000000",229000,2,1,1190,7408,"1",0,0,3,6,830,360,1941,0,"98168",47.5094,-122.31,1140,7408 +"1154100205","20141013T000000",305000,1,1,900,7500,"1",0,0,3,5,900,0,1946,1987,"98155",47.7553,-122.283,1470,7500 +"9274203036","20140915T000000",930000,3,3.25,2950,4446,"2",0,0,3,9,2450,500,2001,0,"98116",47.5852,-122.391,1930,4255 +"3296000040","20140923T000000",542000,3,2.5,1990,15985,"1",0,0,3,8,1540,450,1964,0,"98007",47.6205,-122.141,2470,10125 +"1421069123","20140909T000000",214000,3,1,1020,9147,"1",0,0,4,6,1020,0,1900,1965,"98010",47.3127,-122.002,1600,9700 +"1245500276","20140909T000000",718000,3,2.5,2070,7200,"2",0,0,3,8,2070,0,2001,0,"98033",47.6946,-122.211,1650,8877 +"0263000325","20140611T000000",349000,3,2.5,1430,1002,"3",0,0,3,8,1430,0,2002,0,"98103",47.698,-122.349,1430,1530 +"8802400644","20150505T000000",305000,3,2.5,2030,8000,"2",0,0,3,7,2030,0,1997,0,"98031",47.4024,-122.216,2290,7945 +"9826701345","20140715T000000",498000,3,2.5,1620,2640,"2",0,0,4,7,1620,0,1900,1993,"98122",47.6036,-122.305,1370,3840 +"3221059044","20140523T000000",799950,4,3.5,4220,196817,"2",0,0,3,10,4220,0,1993,0,"98092",47.2642,-122.187,2500,195395 +"9430110120","20150505T000000",737000,3,2.5,2300,7800,"2",0,2,3,9,2300,0,1997,0,"98052",47.6842,-122.155,2300,8187 +"0424069275","20141226T000000",860000,4,3.25,3830,10005,"2",0,0,3,10,3830,0,2001,0,"98075",47.5953,-122.039,2555,5204 +"9485940330","20140702T000000",339950,3,2.5,2390,34041,"1",0,0,3,8,1840,550,1984,0,"98042",47.3546,-122.081,2460,35686 +"2787460120","20140516T000000",249000,3,2.25,1440,7673,"1",0,0,3,7,940,500,1982,0,"98031",47.4034,-122.178,1440,8418 +"0293000180","20150507T000000",370000,2,1,910,5525,"1",0,0,2,6,910,0,1910,0,"98126",47.5322,-122.379,1620,5525 +"7785000220","20141013T000000",725000,3,2,1550,12262,"1",0,0,4,7,1550,0,1964,0,"98040",47.5755,-122.216,2900,12372 +"1523059183","20141205T000000",529000,5,2.5,2380,91476,"1",0,0,4,8,1580,800,1976,0,"98059",47.479,-122.153,1880,12870 +"9536601852","20150317T000000",310000,4,2.75,2060,8100,"1",0,0,4,7,1310,750,1988,0,"98198",47.3581,-122.317,1540,8100 +"2591800530","20141027T000000",315000,4,2.25,1880,9163,"2",0,0,3,8,1880,0,1981,0,"98058",47.4362,-122.165,1900,7980 +"1732800865","20141002T000000",1.3e+006,4,2.5,3470,4160,"2",0,0,3,9,2480,990,1927,0,"98119",47.63,-122.363,2280,5440 +"2525000760","20141105T000000",435000,3,2,2360,12744,"2",0,0,5,7,2360,0,1964,0,"98059",47.483,-122.164,1650,8625 +"0428100580","20140716T000000",350000,3,1.75,1970,10800,"1",0,0,4,7,1300,670,1979,0,"98056",47.5107,-122.172,1970,8768 +"2143700676","20140908T000000",240000,3,1,1040,7800,"1",0,0,3,7,1040,0,1948,0,"98055",47.4804,-122.229,1780,8400 +"2313900610","20150428T000000",410000,3,2.25,1420,3750,"2",0,0,3,7,1420,0,1987,0,"98116",47.5725,-122.383,1430,4664 +"8946410040","20140923T000000",430000,4,2.75,2290,5249,"2",0,0,3,7,2290,0,2003,0,"98059",47.4916,-122.162,2270,4348 +"3275730120","20140818T000000",446000,4,2.5,1530,8375,"1",0,0,3,7,1020,510,1974,0,"98034",47.7174,-122.236,1650,9794 +"7334500120","20140611T000000",240000,3,1.5,1360,9760,"1.5",0,0,5,7,1360,0,1984,0,"98045",47.4648,-121.757,1310,11456 +"5561401210","20150108T000000",595000,4,3,3680,35736,"1.5",0,0,4,8,2320,1360,1970,0,"98027",47.4703,-122.015,3210,39512 +"8651410330","20150306T000000",215150,3,1,920,4770,"1",0,0,4,6,920,0,1969,0,"98042",47.3654,-122.082,920,4770 +"4058801325","20140522T000000",319950,2,1,1070,5824,"1",0,2,5,7,1070,0,1949,0,"98178",47.507,-122.242,2090,7980 +"2817100910","20140616T000000",385000,3,2,1590,9912,"2",0,0,3,8,1590,0,2000,0,"98070",47.3731,-122.43,1670,9912 +"8647800040","20150325T000000",280000,3,2.5,1600,6700,"2",0,0,3,8,1600,0,1991,0,"98042",47.3618,-122.074,1790,7577 +"1138010180","20150511T000000",399950,3,2.5,1510,7300,"1",0,0,3,7,1040,470,1974,0,"98034",47.7153,-122.211,1360,7300 +"4014400237","20140523T000000",132500,3,1,1080,10500,"1",0,0,3,7,1080,0,1967,0,"98001",47.32,-122.278,1200,9607 +"9358000650","20150423T000000",399950,2,0.75,1330,2856,"1",0,0,4,7,930,400,1916,0,"98126",47.5671,-122.37,1330,2856 +"6150200180","20140721T000000",290000,2,1,850,6800,"1",0,0,3,7,850,0,1948,0,"98133",47.7282,-122.337,870,6800 +"8146300180","20150512T000000",860000,5,2.25,1960,8592,"1",0,0,4,8,1290,670,1958,0,"98004",47.6066,-122.192,1720,8592 +"2424049029","20140529T000000",3.1e+006,6,4.25,6980,15682,"3",0,4,4,12,5330,1650,1999,0,"98040",47.5552,-122.231,3930,18367 +"3352400905","20140516T000000",245000,4,1,1530,7200,"1.5",0,0,3,7,1400,130,1948,0,"98178",47.5015,-122.262,1530,7200 +"0393000385","20141215T000000",255000,3,1.5,1320,7980,"1",0,0,3,7,1320,0,1956,0,"98178",47.5068,-122.259,2000,7700 +"7417100133","20141113T000000",310000,4,3,2320,7200,"2",0,0,3,7,2320,0,1976,0,"98155",47.7703,-122.312,2050,10000 +"3782100035","20140813T000000",299000,3,1,960,8100,"1",0,0,3,7,960,0,1955,0,"98155",47.7763,-122.305,1080,8100 +"3905120330","20141110T000000",575000,4,2.5,2040,5508,"2",0,0,4,8,2040,0,1996,0,"98029",47.5719,-122.007,2130,5496 +"9310300211","20141114T000000",284000,3,1,1080,8214,"1",0,0,3,7,1080,0,1944,0,"98133",47.7401,-122.348,1850,13560 +"1868900035","20150407T000000",840000,3,1.75,2020,4800,"1",0,0,4,8,1090,930,1926,0,"98115",47.6726,-122.294,1680,4800 +"3574801510","20140813T000000",442573,3,1.75,1780,7567,"1",0,0,3,7,1290,490,1980,0,"98034",47.7314,-122.225,1910,8645 +"5102400035","20141008T000000",560000,3,1,1140,7028,"1",0,0,3,8,1140,0,1931,0,"98115",47.6948,-122.322,1350,6923 +"2810100040","20140507T000000",485000,3,2,1610,4160,"1",0,0,4,7,1010,600,1917,0,"98136",47.5421,-122.388,1040,4400 +"0785000040","20150318T000000",472500,4,1.75,1440,8536,"1",0,0,4,7,1440,0,1961,0,"98033",47.6775,-122.18,1720,9748 +"3861470120","20141126T000000",1.61e+006,4,2.75,4270,25807,"2",0,0,3,11,4270,0,1996,0,"98004",47.5951,-122.206,3860,20723 +"8813400155","20141219T000000",808000,8,3.75,3460,4600,"2",0,0,3,7,2860,600,1987,0,"98105",47.6617,-122.289,2170,3750 +"0526059199","20141022T000000",398000,3,1.75,1890,16001,"1.5",0,0,4,7,1890,0,1950,0,"98011",47.7663,-122.201,1820,11450 +"5126300770","20150217T000000",340000,3,2.5,2240,6000,"2",0,0,3,8,2240,0,2003,0,"98059",47.4837,-122.138,2400,6000 +"2734100395","20150513T000000",380000,2,1,760,4000,"1.5",0,0,3,6,760,0,1910,0,"98108",47.5462,-122.32,1130,4000 +"0795000865","20140912T000000",235000,3,1,1020,6173,"1",0,0,3,6,780,240,1948,0,"98168",47.5042,-122.329,1330,5909 +"3763300040","20141027T000000",400000,3,1.5,1330,9900,"1",0,0,3,7,1330,0,1956,0,"98034",47.7167,-122.233,1940,9900 +"1777600880","20140711T000000",582000,5,2.5,2780,12335,"1",0,0,4,8,1590,1190,1968,0,"98006",47.5681,-122.128,2750,9930 +"3361401210","20141231T000000",209000,2,1,1070,6120,"1",0,0,3,6,1070,0,1962,0,"98168",47.4989,-122.317,1130,6120 +"1431600180","20150403T000000",335000,5,3,2660,7700,"1.5",0,0,4,7,1670,990,1962,0,"98058",47.46,-122.174,1610,7700 +"7454001120","20141212T000000",285950,2,1,710,7120,"1",0,0,5,6,710,0,1942,0,"98146",47.5122,-122.374,1100,7020 +"5561100180","20141107T000000",645000,5,2.25,3340,52476,"2",0,0,4,8,3340,0,1975,0,"98027",47.4553,-121.987,2460,48351 +"8658303080","20141223T000000",312000,2,1,1160,7500,"1.5",0,0,4,7,1160,0,1916,0,"98014",47.6499,-121.916,1110,7500 +"6795100589","20141010T000000",663000,3,2.25,2840,59677,"1",0,0,3,7,1580,1260,1967,0,"98075",47.5828,-122.044,2220,31688 +"3345100184","20141020T000000",443950,3,1.75,2000,36000,"1",0,0,3,6,2000,0,1946,1995,"98056",47.5217,-122.182,2100,9681 +"9284801165","20140530T000000",315000,3,2,1060,5750,"1",0,0,3,7,1060,0,1981,0,"98126",47.5523,-122.372,1080,5750 +"7229100180","20150323T000000",302200,4,1.5,1730,10396,"1",0,0,3,7,1730,0,1964,0,"98058",47.4497,-122.168,1510,10396 +"9808630120","20150108T000000",770000,3,2.5,2190,2658,"2",0,3,4,9,2190,0,1979,0,"98033",47.6528,-122.203,2315,2538 +"2473411210","20150122T000000",374950,4,1.75,1660,8160,"1",0,0,3,8,1660,0,1974,0,"98058",47.4483,-122.129,1800,7684 +"8029500180","20140611T000000",330000,3,2.5,2210,7557,"2",0,0,3,9,2210,0,1989,0,"98023",47.3079,-122.393,2440,8641 +"3438503014","20141020T000000",230000,2,1,870,7020,"1",0,0,4,6,570,300,1942,0,"98106",47.5404,-122.352,1730,7020 +"5100403882","20150427T000000",967000,4,2.5,3100,7250,"2",0,0,3,9,3100,0,2010,0,"98115",47.6961,-122.316,1240,6670 +"6909200401","20140908T000000",536500,4,2.5,1720,3515,"2",0,2,3,8,1470,250,2000,0,"98144",47.591,-122.293,1140,2208 +"2113700360","20140627T000000",315000,6,4,3120,4240,"2",0,2,4,7,2090,1030,1993,0,"98106",47.5305,-122.353,1460,4240 +"2028701075","20140716T000000",626000,3,1,1040,4240,"1",0,0,4,7,860,180,1924,0,"98117",47.6768,-122.367,1170,4240 +"3755200220","20140718T000000",334009,4,2,1650,9305,"1",0,0,4,6,1650,0,1960,0,"98034",47.7183,-122.213,1860,7486 +"2767800065","20150129T000000",429000,2,1,1010,5000,"1",0,0,2,7,1010,0,1924,0,"98107",47.6715,-122.365,1410,5000 +"1136100087","20150205T000000",818000,4,2.5,4020,44431,"2",0,0,3,10,4020,0,1987,0,"98072",47.7467,-122.132,3440,52900 +"3422059257","20140828T000000",326000,5,2.75,2166,6342,"2",0,0,3,8,2166,0,2013,0,"98042",47.3461,-122.152,2474,5948 +"3438502083","20140612T000000",310000,5,3,1880,5000,"1",0,0,3,7,1100,780,1997,0,"98106",47.5453,-122.363,1640,5000 +"0930000234","20150421T000000",525000,4,2,2260,7680,"1",0,0,4,7,1130,1130,1947,0,"98177",47.7193,-122.361,1800,7680 +"2475200330","20150403T000000",350000,3,2.25,2010,4400,"1.5",0,0,3,7,2010,0,1986,0,"98055",47.4735,-122.189,1720,4187 +"6352600650","20150402T000000",936000,4,2.5,3330,8897,"2",0,0,3,10,3330,0,2001,0,"98074",47.6484,-122.08,3150,7515 +"4415600040","20141129T000000",226000,3,1,1520,7200,"1",0,0,3,7,1030,490,1954,0,"98166",47.4527,-122.352,1530,7201 +"7974700150","20150501T000000",1.25e+006,5,3.5,3510,4798,"2",0,0,3,10,2700,810,2008,0,"98105",47.669,-122.282,1460,1684 +"0820079043","20140819T000000",428000,3,1.75,1580,507038,"1",0,2,4,7,1580,0,1985,0,"98022",47.2303,-121.936,2040,210394 +"8910500150","20140529T000000",329932,3,1.5,1460,5040,"1",0,0,3,7,1100,360,1971,0,"98133",47.7112,-122.357,2330,7560 +"8910500150","20150120T000000",539000,3,1.5,1460,5040,"1",0,0,3,7,1100,360,1971,0,"98133",47.7112,-122.357,2330,7560 +"1938400410","20150310T000000",275000,3,1.75,1650,7700,"1",0,0,4,8,1650,0,1977,0,"98023",47.3155,-122.365,2020,7700 +"7338200180","20140910T000000",590000,4,2.5,2660,35010,"2",0,2,3,9,2660,0,1993,0,"98045",47.4816,-121.714,2330,35448 +"3636800180","20150123T000000",782000,4,2.5,3510,24604,"2",0,0,3,10,3510,0,1997,0,"98053",47.6772,-122.056,3530,26673 +"9545240180","20140616T000000",575000,4,2.5,2120,9603,"2",0,0,3,8,2120,0,1985,0,"98027",47.5348,-122.053,1990,9611 +"3293700482","20150114T000000",509000,3,2.25,1780,9315,"2",0,0,3,7,1780,0,1996,0,"98133",47.7484,-122.353,1780,8545 +"7968000120","20140509T000000",290000,4,2.5,2000,13300,"1",0,0,4,7,1200,800,1968,0,"98001",47.353,-122.294,1800,9810 +"7655900062","20140728T000000",305240,3,1,1300,9000,"1",0,0,3,7,1300,0,1956,0,"98133",47.7352,-122.337,1500,9600 +"4321200970","20140610T000000",555000,3,2,2180,4976,"1.5",0,2,4,8,1680,500,1930,0,"98126",47.573,-122.38,1850,5000 +"8645540040","20140725T000000",317000,3,2,1790,8228,"1",0,0,3,7,1390,400,1980,0,"98058",47.4658,-122.172,1880,8228 +"7504200120","20140613T000000",430000,3,2,1910,5040,"1.5",0,0,3,8,1910,0,1971,0,"98074",47.6312,-122.061,1980,4275 +"3867400175","20150224T000000",850000,2,1.5,1800,4144,"1",0,4,4,7,900,900,1962,0,"98116",47.5934,-122.39,2090,4173 +"4022906222","20141126T000000",469000,3,2.25,2620,10659,"1",0,0,3,7,1660,960,1976,0,"98155",47.7643,-122.273,1820,12071 +"7346600092","20140730T000000",327200,2,2,1440,8425,"1",0,0,4,6,1440,0,1942,1983,"98168",47.4831,-122.296,1430,12037 +"3222049044","20140612T000000",835000,3,3,2790,12523,"2",1,4,4,8,1600,1190,1977,0,"98198",47.3571,-122.324,2990,11476 +"1843100580","20140903T000000",360000,4,2.5,2340,13445,"2",0,0,3,8,2340,0,1990,0,"98042",47.374,-122.125,2340,11188 +"0393000142","20141211T000000",372000,4,2.5,2070,8658,"2",0,0,3,8,2070,0,1999,0,"98178",47.5072,-122.257,2010,7215 +"3288200360","20150326T000000",453000,3,1,2160,11484,"1.5",0,0,4,7,2160,0,1968,0,"98034",47.7277,-122.185,2270,10080 +"5379800040","20140813T000000",275000,2,1.75,2090,11317,"1",0,0,5,7,1090,1000,1931,0,"98188",47.4594,-122.279,1940,11317 +"6843600040","20140702T000000",475000,4,2.5,2040,7260,"2",0,0,4,7,2040,0,1963,0,"98133",47.7399,-122.332,2040,7360 +"1091500120","20150213T000000",310000,4,2.75,1950,9720,"1",0,0,3,7,1400,550,1986,0,"98031",47.3969,-122.205,2300,10530 +"7148200040","20150210T000000",173000,4,2,1200,8460,"1",0,0,5,7,1200,0,1957,0,"98188",47.4413,-122.277,1350,8623 +"1623089025","20150403T000000",313500,5,3,2240,94960,"1",0,0,3,6,2240,0,1985,0,"98045",47.481,-121.788,1780,43400 +"3278600760","20140729T000000",345000,3,2.5,1360,1489,"2",0,0,3,8,1360,0,2007,0,"98126",47.549,-122.372,1360,1688 +"1226039054","20150316T000000",436000,3,1.5,1500,10200,"1",0,0,3,8,1300,200,1955,0,"98177",47.7598,-122.359,1950,9500 +"0798000145","20140924T000000",244500,2,1.75,1300,14500,"1",0,0,3,6,650,650,1939,0,"98168",47.4989,-122.329,1370,12986 +"7905400040","20140711T000000",206000,3,1.75,1140,9800,"1",0,0,4,7,1140,0,1968,0,"98001",47.3063,-122.27,1370,9800 +"3825310720","20150421T000000",890000,4,2.5,2930,9158,"2",0,0,3,9,2930,0,2005,0,"98052",47.7065,-122.13,3590,8065 +"4137000540","20150122T000000",329950,4,2.25,2140,8874,"2",0,0,3,8,2140,0,1986,0,"98092",47.2654,-122.217,2140,8789 +"0120059044","20150217T000000",250000,3,1.75,1628,286355,"1",0,0,3,7,1628,0,1996,0,"98092",47.2558,-122.122,1490,216344 +"0420069021","20141027T000000",246000,3,2,1990,203861,"1",0,0,3,7,1990,0,1949,0,"98022",47.2507,-122.039,2760,217800 +"0622100092","20140716T000000",440000,3,1.75,1950,19747,"1",0,0,3,7,1150,800,1979,0,"98072",47.7685,-122.162,2560,9674 +"3876312620","20140924T000000",395000,4,1.75,1910,8117,"1",0,0,3,7,1460,450,1975,0,"98072",47.7344,-122.173,1810,8100 +"3331001165","20140926T000000",305000,3,1,820,5150,"1",0,0,5,6,820,0,1918,0,"98118",47.5514,-122.284,1100,5150 +"2019200220","20140923T000000",160000,3,2.25,1470,8682,"1",0,0,3,7,1160,310,1985,0,"98003",47.2729,-122.299,1670,8359 +"2019200220","20150226T000000",269000,3,2.25,1470,8682,"1",0,0,3,7,1160,310,1985,0,"98003",47.2729,-122.299,1670,8359 +"7956200220","20140811T000000",169500,3,1,1060,10023,"1",0,0,3,6,1060,0,1962,0,"98023",47.2869,-122.36,1060,10023 +"6632900452","20141205T000000",690500,4,2.75,3130,8920,"2",0,0,3,8,3130,0,2014,0,"98155",47.7397,-122.316,1450,9183 +"8165100035","20141203T000000",245560,2,1.5,1260,9693,"1",0,0,3,7,1260,0,1957,0,"98177",47.7775,-122.365,1800,9693 +"9264930970","20150311T000000",345000,4,2.75,2200,13498,"2",0,0,3,8,2200,0,1987,0,"98023",47.3148,-122.35,2190,11850 +"3344500085","20141015T000000",383000,4,1.75,2580,19607,"1",0,2,4,8,1290,1290,1958,0,"98056",47.5067,-122.197,1970,9569 +"3320000222","20140827T000000",388500,3,2.25,1350,944,"2",0,0,3,8,1050,300,2007,0,"98144",47.5997,-122.312,1350,1245 +"3375300210","20140918T000000",250000,3,1.75,1350,8548,"1",0,0,3,7,1350,0,1985,0,"98003",47.3179,-122.33,1660,8538 +"5469500580","20150203T000000",455500,3,1.75,2290,19000,"1",0,0,4,9,1650,640,1973,0,"98042",47.3837,-122.158,2900,13034 +"8146100610","20141201T000000",672000,3,1,1220,8573,"1",0,0,4,7,1220,0,1954,0,"98004",47.6088,-122.193,1390,8573 +"3223059123","20140630T000000",550000,4,1.5,2750,128502,"1",0,0,2,7,1500,1250,1958,0,"98055",47.4345,-122.198,1470,11514 +"2325059101","20150506T000000",487000,3,1.75,1430,12632,"1",0,0,3,7,1430,0,1959,0,"98008",47.6371,-122.123,1750,10350 +"9475710040","20140820T000000",291375,4,2.5,2220,6233,"2",0,0,3,7,2220,0,2001,0,"98059",47.4887,-122.15,2220,5352 +"9310300175","20150304T000000",225000,3,1,1490,15850,"1",0,0,3,7,1490,0,1946,0,"98133",47.7411,-122.347,1950,13228 +"8099900040","20141111T000000",519950,5,3.5,2440,10200,"2",0,0,4,7,2440,0,1974,0,"98075",47.5814,-122.003,2000,10568 +"3224800120","20140826T000000",250000,3,2.5,2070,8400,"2",0,0,4,8,2070,0,1990,0,"98002",47.3099,-122.206,2070,9239 +"4232903265","20140918T000000",614950,3,1,1500,2400,"1.5",0,0,5,7,1500,0,1900,0,"98119",47.6333,-122.362,1780,3600 +"8861500065","20150114T000000",599500,4,2.25,2020,10260,"2",0,0,4,7,2020,0,1984,0,"98052",47.6801,-122.114,2020,10311 +"3585300365","20140924T000000",625000,4,1.5,2190,13660,"1",0,3,3,8,2190,0,1952,0,"98177",47.7658,-122.37,2520,20500 +"8019200360","20150506T000000",248500,2,1,780,10064,"1",0,0,4,7,780,0,1958,0,"98168",47.4913,-122.318,1090,14750 +"2862100205","20140930T000000",469950,5,2,1220,4200,"1",0,0,4,6,1090,130,1921,0,"98105",47.6677,-122.321,1790,4200 +"7420100040","20150422T000000",525000,3,1.5,1840,10956,"1",0,0,4,8,1840,0,1970,0,"98033",47.6746,-122.164,1680,10950 +"0223039229","20140902T000000",787500,2,2.5,2390,6928,"2",0,3,4,8,1810,580,1949,1982,"98146",47.5101,-122.391,2390,12852 +"7967950040","20150416T000000",485000,4,2.5,3710,15935,"1",0,0,3,10,2130,1580,2005,0,"98001",47.3528,-122.267,3674,17913 +"1443500120","20150407T000000",310000,2,1,750,5379,"1",0,0,3,6,750,0,1919,0,"98118",47.5324,-122.272,1030,5511 +"3920000040","20141010T000000",280000,5,2,2110,7919,"1",0,0,3,7,1110,1000,1966,0,"98118",47.5164,-122.267,1590,5250 +"0126059021","20150402T000000",200000,4,1,1020,42966,"1.5",0,0,4,6,1020,0,1922,0,"98072",47.7617,-122.11,2250,37680 +"8106300970","20141010T000000",490000,3,2.5,3080,7363,"2",0,0,3,9,3080,0,2006,0,"98055",47.4473,-122.205,2860,5273 +"9320900610","20141231T000000",146000,3,1,900,4770,"1",0,0,3,6,900,0,1969,2009,"98023",47.3038,-122.362,900,3480 +"5647900650","20141120T000000",500000,5,3,3720,25474,"2",0,4,3,9,2090,1630,1986,0,"98001",47.3296,-122.256,1870,14547 +"1432701430","20140910T000000",242500,3,1,940,7380,"1",0,0,3,6,940,0,1959,0,"98058",47.4516,-122.175,1210,8095 +"6632300477","20141006T000000",324950,3,1,1040,7288,"1",0,0,3,7,1040,0,1959,0,"98125",47.7287,-122.311,1160,7287 +"9476200150","20150416T000000",231500,2,1,1000,7615,"1",0,0,4,6,1000,0,1943,0,"98056",47.49,-122.191,1060,8000 +"8029500450","20140529T000000",300000,3,2.5,2080,9827,"2",0,0,3,8,2080,0,1989,0,"98023",47.3058,-122.394,2660,9861 +"9510320150","20141202T000000",545000,4,2.5,2500,50595,"2",0,0,3,9,2500,0,1997,0,"98045",47.4736,-121.731,2765,33720 +"0415100085","20150217T000000",350000,3,1,1050,8583,"1",0,0,5,6,1050,0,1955,0,"98133",47.7451,-122.339,1460,7351 +"8562850150","20140523T000000",467100,3,1.75,1620,8645,"1",0,0,3,7,1190,430,1973,0,"98052",47.6651,-122.151,2010,8645 +"1951600150","20150408T000000",180000,3,1,1610,8500,"1.5",0,0,3,7,1610,0,1959,0,"98032",47.3717,-122.297,1070,8750 +"6745700150","20140710T000000",749000,4,1.5,2130,5000,"2",0,0,4,8,2130,0,1920,0,"98144",47.5828,-122.291,2560,5000 +"9211520410","20141009T000000",245000,3,2.5,1460,11593,"2",0,0,3,7,1460,0,1989,0,"98023",47.2984,-122.385,1640,9703 +"3388000040","20140819T000000",260000,5,1,1600,7350,"1",0,0,5,7,1600,0,1962,0,"98031",47.3943,-122.196,1600,7725 +"3566800040","20140607T000000",490000,3,3,1730,2940,"3",0,0,3,7,1730,0,1985,0,"98117",47.6911,-122.392,1690,4410 +"4221250120","20140827T000000",565000,4,2.5,2280,4602,"2",0,0,3,8,2280,0,2003,0,"98075",47.5895,-122.019,2280,4193 +"1402600040","20140825T000000",330000,4,2.25,2430,7490,"2",0,0,3,8,2430,0,1983,0,"98058",47.4406,-122.139,2070,7469 +"2720000120","20141104T000000",295000,3,1,1380,7575,"1",0,0,4,7,1380,0,1963,0,"98056",47.5139,-122.187,1320,7600 +"3359500665","20141009T000000",725000,3,1.5,1790,6000,"1.5",0,0,4,7,1790,0,1903,0,"98115",47.6754,-122.325,1290,3500 +"7732650040","20140903T000000",1.135e+006,4,2.5,3370,10602,"2",0,0,3,10,3370,0,1999,0,"98007",47.6591,-122.147,2950,9949 +"2874600040","20140804T000000",680000,3,2.25,2920,6300,"1",0,0,3,8,1710,1210,1956,0,"98177",47.7065,-122.37,1940,6300 +"6154900065","20141030T000000",490000,2,1,2180,9300,"1",0,0,4,7,1090,1090,1947,0,"98177",47.7032,-122.371,1830,7378 +"3491300180","20150427T000000",635000,3,1.75,1480,6985,"1.5",0,0,4,7,1200,280,1926,0,"98117",47.686,-122.374,1480,5588 +"0619079096","20150406T000000",750000,3,2.5,2350,715690,"1.5",0,0,4,9,2350,0,1979,0,"98022",47.1622,-121.971,1280,325393 +"9264920620","20141209T000000",330000,4,2.25,2440,8098,"2",0,0,3,8,2440,0,1983,0,"98023",47.3126,-122.346,2110,7911 +"7899800730","20150324T000000",270000,3,2.5,1350,1189,"2",0,0,3,7,1080,270,2007,0,"98106",47.5218,-122.358,1300,1182 +"8944750730","20140514T000000",340000,3,2.25,1970,3716,"2",0,0,3,7,1970,0,1997,0,"98056",47.4907,-122.167,1780,3716 +"2922703150","20150304T000000",413252,3,0.75,1110,3960,"1",0,0,3,7,1110,0,1951,0,"98117",47.6834,-122.366,1610,5530 +"0293610040","20150210T000000",600000,4,2.75,2950,5803,"2",0,0,3,9,2950,0,2007,0,"98028",47.7368,-122.231,2940,5803 +"7215720410","20150415T000000",726888,5,3,2970,7261,"2",0,0,3,9,2970,0,1999,0,"98075",47.5994,-122.019,2970,8437 +"5550300175","20141206T000000",285000,2,1,720,6400,"1",0,0,4,6,720,0,1943,0,"98126",47.5286,-122.368,1030,6400 +"1588600040","20150206T000000",365000,2,1,770,5680,"1",0,0,4,6,770,0,1929,0,"98117",47.6951,-122.366,1170,5514 +"7819000040","20150309T000000",295000,4,2,1650,7200,"1",0,0,3,7,1650,0,1964,0,"98133",47.7543,-122.344,1410,7200 +"1839920180","20150318T000000",460000,3,2.25,1620,7350,"1",0,0,3,7,1170,450,1969,0,"98034",47.7248,-122.179,1800,7350 +"2560803085","20140925T000000",230000,3,1.5,1510,10588,"1.5",0,0,3,7,1510,0,1947,0,"98198",47.3775,-122.319,1360,2873 +"6414100133","20140522T000000",337000,3,1,1070,6109,"1",0,0,5,7,1070,0,1951,0,"98125",47.7207,-122.32,1170,7200 +"0164000174","20140908T000000",300000,3,1,1010,6300,"1",0,0,3,7,1010,0,1957,0,"98133",47.7304,-122.352,1480,7480 +"1118001201","20150130T000000",2.3e+006,4,2.5,3370,8402,"1",0,0,5,10,2240,1130,1962,0,"98112",47.6349,-122.29,3190,8700 +"5104510720","20141210T000000",360000,4,2.5,2000,5500,"2",0,0,3,8,2000,0,2003,0,"98038",47.3552,-122.014,2000,5512 +"3904910650","20150316T000000",585000,3,2.5,2060,10839,"2",0,0,3,8,2060,0,1987,0,"98029",47.5675,-122.016,2180,8126 +"9211500620","20141008T000000",182700,3,2.25,1740,6650,"1",0,0,3,7,1240,500,1978,0,"98023",47.2979,-122.379,1740,7000 +"9211500620","20150428T000000",305000,3,2.25,1740,6650,"1",0,0,3,7,1240,500,1978,0,"98023",47.2979,-122.379,1740,7000 +"6402710120","20140505T000000",309950,3,2.5,1880,7838,"2",0,0,3,7,1880,0,1994,0,"98055",47.4439,-122.19,1810,7915 +"1245001739","20150316T000000",550000,3,1,960,12527,"1",0,0,3,7,960,0,1972,0,"98033",47.6891,-122.203,1220,7579 +"6817850040","20141111T000000",825000,3,2.5,3280,26413,"1",0,3,3,11,2670,610,1985,0,"98074",47.6395,-122.05,3280,25211 +"9839301165","20141001T000000",998500,2,1,1570,4400,"1.5",0,0,4,8,1570,0,1914,0,"98122",47.6112,-122.293,1850,4400 +"1854900410","20141101T000000",644500,4,2.5,2990,5342,"2",0,0,3,8,2990,0,2004,0,"98074",47.6124,-122.009,2990,5936 +"2787700180","20150112T000000",320000,3,2,1250,8636,"1",0,0,5,7,1250,0,1968,0,"98059",47.5066,-122.159,1620,7653 +"1843130210","20141015T000000",266950,3,2.5,1920,4803,"2",0,0,3,7,1920,0,2005,0,"98042",47.3745,-122.127,2240,5231 +"0205000450","20140514T000000",633100,4,2.5,2470,33305,"2",0,0,3,9,2470,0,1993,0,"98053",47.6303,-121.99,2440,33305 +"3626039279","20140805T000000",395000,2,1,960,6700,"1",0,0,3,7,960,0,1951,0,"98103",47.6955,-122.357,1350,6700 +"3126049261","20150316T000000",259250,3,1,940,5904,"1",0,0,3,6,940,0,1947,0,"98103",47.699,-122.35,870,5728 +"8658303265","20141106T000000",300000,3,1,1260,5000,"1",0,0,4,6,1260,0,1968,0,"98014",47.6492,-121.915,1180,7500 +"2421059009","20150220T000000",413000,3,1.75,2280,139392,"1",0,0,3,8,2280,0,1977,0,"98092",47.291,-122.118,2280,117176 +"3111300040","20140801T000000",435000,3,2.25,1740,8491,"1",0,0,3,8,1240,500,1958,0,"98177",47.7758,-122.379,2080,8494 +"1770000330","20141003T000000",500000,4,2.75,2630,15000,"1",0,0,4,7,1690,940,1976,0,"98072",47.7425,-122.089,1800,16500 +"4174600264","20140801T000000",402000,4,1.75,2430,5481,"1",0,0,3,8,1430,1000,1953,0,"98108",47.5569,-122.298,2050,5508 +"0822039025","20150501T000000",777700,3,2.5,2260,251460,"1.5",0,0,3,10,2260,0,1995,0,"98070",47.4096,-122.449,1610,244372 +"9521101065","20150323T000000",580000,2,1.5,1220,5000,"1",0,2,4,7,1220,0,1938,0,"98103",47.6624,-122.348,2090,3850 +"3244500158","20140908T000000",570000,3,1.75,2580,40392,"1",0,0,3,9,1390,1190,1986,0,"98072",47.7637,-122.134,2460,46173 +"3603000410","20141208T000000",174950,2,1,730,6000,"1",0,0,3,6,730,0,1950,1985,"98198",47.3832,-122.3,1750,7200 +"7548300441","20140507T000000",300000,2,1,760,3001,"1",0,0,3,6,760,0,1913,0,"98144",47.5874,-122.311,1750,5000 +"3034200142","20140923T000000",435000,3,1.5,1740,6988,"1",0,0,3,7,1600,140,1950,0,"98133",47.7211,-122.33,1650,7500 +"8651611590","20140528T000000",840000,4,2.5,3420,8405,"2",0,0,3,10,3420,0,2000,0,"98074",47.6328,-122.064,3230,8460 +"2978800120","20140618T000000",469000,5,2.5,2240,7543,"1",0,0,3,7,1140,1100,1966,0,"98177",47.7756,-122.372,2110,7408 +"7011200515","20141112T000000",870000,4,1.75,1920,3600,"2",0,0,4,8,1920,0,1907,0,"98119",47.6382,-122.368,1920,3600 +"7199340620","20140604T000000",532000,4,1.75,2020,7029,"1",0,0,4,7,1430,590,1979,0,"98052",47.6983,-122.127,1780,7200 +"7291700065","20150326T000000",455000,4,1.5,1880,11400,"1",0,0,3,7,1280,600,1955,0,"98177",47.7718,-122.381,1880,11400 +"2129700142","20140731T000000",201000,3,1,1010,25277,"1",0,0,5,5,1010,0,1961,0,"98019",47.7242,-121.951,1570,213879 +"0318300040","20140923T000000",649000,5,3.25,3990,13087,"2",0,0,3,9,2400,1590,1991,0,"98042",47.3632,-122.061,2580,13633 +"5101400871","20150524T000000",445500,2,1.75,1390,6670,"1",0,0,3,6,720,670,1941,0,"98115",47.6914,-122.308,920,6380 +"2561360120","20140527T000000",475000,3,2,1230,11502,"1",0,0,4,7,1230,0,1984,0,"98052",47.7017,-122.127,1660,11727 +"0293800120","20150430T000000",590000,4,2.5,2940,29013,"2",0,0,3,10,2940,0,1992,0,"98077",47.7635,-122.044,3010,34071 +"2595300155","20150224T000000",565000,4,1.5,2190,8296,"2",0,0,3,7,2190,0,1935,1963,"98136",47.5158,-122.385,1160,8160 +"2853600155","20140915T000000",110000,1,1,640,10280,"1",0,0,2,5,640,0,1920,0,"98126",47.5144,-122.368,1090,9000 +"4365200555","20141219T000000",375000,3,2.5,1670,7740,"1",0,0,3,7,1130,540,1974,0,"98126",47.5222,-122.37,1220,7740 +"2473100790","20140718T000000",255000,3,1.5,1240,8528,"1",0,0,4,7,1240,0,1967,0,"98058",47.4478,-122.157,1570,8064 +"8019200925","20150429T000000",315000,5,1.75,1850,14800,"1.5",0,0,3,6,1760,90,1937,0,"98168",47.4935,-122.321,1250,14800 +"6071600450","20141120T000000",496600,4,2.25,2020,8400,"1",0,0,4,8,1350,670,1961,0,"98006",47.5488,-122.171,2060,8400 +"5249803036","20140714T000000",380000,3,1,1020,4800,"1",0,0,3,7,1020,0,1944,0,"98118",47.5615,-122.272,1400,5465 +"3222069151","20141110T000000",338950,3,1.75,1610,22496,"1",0,0,4,7,1610,0,1974,0,"98042",47.3443,-122.073,2050,35772 +"5561400610","20141019T000000",542500,5,3.5,2730,42500,"1",0,0,3,8,1530,1200,1989,0,"98027",47.4587,-121.996,3180,37970 +"5700000905","20140816T000000",739000,5,2.5,2840,5000,"1",0,0,4,7,1620,1220,1913,0,"98144",47.5817,-122.291,2200,5000 +"3362401935","20140619T000000",549000,4,1.75,1290,3060,"2",0,0,4,7,1290,0,1906,0,"98103",47.6798,-122.348,1510,4080 +"2893000610","20140624T000000",252000,3,2.25,1670,7881,"1",0,0,4,7,1190,480,1977,0,"98031",47.4105,-122.18,1870,7820 +"7856410411","20140922T000000",1.69889e+006,4,4.5,3860,15246,"2",0,4,3,11,2940,920,2004,0,"98006",47.56,-122.161,3750,14790 +"8156600155","20140611T000000",735000,4,1.75,2460,5100,"1.5",0,0,5,7,1450,1010,1909,0,"98115",47.6782,-122.3,1560,5100 +"2560803248","20140709T000000",270000,4,2.5,1660,8063,"1",0,0,4,7,1660,0,1978,0,"98198",47.3761,-122.32,1060,8437 +"1118001215","20150204T000000",2.25e+006,3,2.5,3420,8700,"1",0,0,3,9,2890,530,1951,0,"98112",47.6352,-122.29,3370,8700 +"1437500035","20141010T000000",155000,2,1,1010,43056,"1.5",0,0,3,5,1010,0,1990,0,"98014",47.7105,-121.316,830,18297 +"2124049229","20150302T000000",469000,4,2.5,2240,5624,"1",0,0,3,7,1520,720,1961,0,"98108",47.5574,-122.308,2240,7495 +"7129304225","20150108T000000",305000,4,2.25,2340,5250,"2",0,0,5,7,2340,0,1965,0,"98118",47.5183,-122.266,1540,5250 +"7986400180","20140710T000000",675000,3,1.75,1920,4500,"1",0,0,5,7,960,960,1924,0,"98107",47.6645,-122.357,1190,4000 +"0809001970","20141231T000000",931000,3,2.5,2460,6600,"1.5",0,0,4,8,1560,900,1929,0,"98109",47.6364,-122.351,2090,3400 +"7979900145","20150205T000000",385000,3,1,1470,11398,"1",0,0,3,8,1470,0,1950,0,"98155",47.746,-122.296,1710,11407 +"3299600040","20150214T000000",815000,3,2.5,3400,12442,"2",0,0,3,9,3400,0,2001,0,"98075",47.5611,-122.032,3250,8635 +"8651730580","20150330T000000",531000,3,2.25,1910,8390,"1",0,0,3,7,1910,0,1979,0,"98034",47.73,-122.216,2410,8390 +"1250201175","20150323T000000",386500,4,1,1400,3600,"1",0,0,4,6,700,700,1901,0,"98144",47.5972,-122.295,1690,3600 +"8651510610","20140626T000000",475580,3,1.75,1520,11085,"1",0,0,3,8,1520,0,1983,0,"98074",47.646,-122.068,2310,9647 +"7017200120","20140820T000000",358000,2,1,930,5077,"1",0,0,3,6,930,0,1939,0,"98133",47.7095,-122.35,1080,5803 +"9272201385","20141022T000000",677500,5,1,2340,4730,"2",0,0,3,8,1810,530,1918,0,"98116",47.5895,-122.385,2100,4970 +"0518500210","20140508T000000",868500,3,2.5,2920,3942,"3",0,0,3,10,2920,0,2008,0,"98056",47.531,-122.204,2920,3942 +"3260000120","20150209T000000",599380,3,1.75,1270,7350,"1",0,0,4,7,1270,0,1967,0,"98005",47.6046,-122.168,1880,7350 +"7504030220","20141008T000000",712000,4,2.25,2450,11960,"1",0,0,3,10,2450,0,1979,0,"98074",47.6351,-122.06,2600,11960 +"7972601885","20150430T000000",350000,5,1.75,1380,7620,"1",0,0,3,7,1180,200,1955,0,"98106",47.5279,-122.345,1990,7620 +"2331300395","20140510T000000",875000,4,2,2520,6000,"1",0,0,3,8,1400,1120,1921,2007,"98103",47.6767,-122.35,1580,3720 +"2597710450","20150304T000000",365000,3,2.25,2290,7350,"2",0,0,3,8,2290,0,1988,0,"98058",47.429,-122.162,2170,7529 +"8122600145","20140521T000000",452000,4,2,1660,6150,"1",0,0,3,6,850,810,1945,0,"98126",47.5371,-122.368,1110,6250 +"0629000410","20150217T000000",915000,3,2.75,2800,9750,"1",0,0,5,7,1400,1400,1957,0,"98004",47.5862,-122.202,2800,9530 +"7202380120","20150105T000000",482500,3,2.5,1690,3068,"2",0,0,3,7,1690,0,2005,0,"98053",47.6763,-122.028,1690,3260 +"2926049437","20141014T000000",425000,3,1,1180,7200,"1.5",0,0,4,7,1180,0,1949,0,"98133",47.7121,-122.333,2240,7875 +"9550202700","20141211T000000",460000,2,1.75,1390,4160,"1",0,0,5,6,790,600,1916,0,"98105",47.6681,-122.324,1090,4160 +"1231000458","20140720T000000",666570,4,2,2320,7400,"1.5",0,0,5,7,1620,700,1913,0,"98118",47.5558,-122.269,1740,4000 +"9485930120","20141014T000000",390000,3,2.25,2270,32112,"1",0,0,4,8,1740,530,1980,0,"98042",47.3451,-122.094,2310,41606 +"7923100410","20141009T000000",650000,4,1.75,2640,8215,"1",0,0,4,7,1500,1140,1966,0,"98008",47.5819,-122.125,2070,7875 +"2571910210","20141001T000000",305000,3,2,1680,8487,"1",0,0,3,7,1680,0,1993,0,"98022",47.1959,-122.01,2080,8560 +"3395800155","20140805T000000",250000,3,1,990,8100,"1",0,0,3,6,990,0,1949,0,"98146",47.4839,-122.341,1210,8100 +"9558040230","20150406T000000",438800,4,2.5,2770,4432,"2",0,0,3,9,2770,0,2004,0,"98058",47.4541,-122.117,2770,5423 +"7129302185","20141215T000000",290000,2,1,950,5650,"1",0,0,5,6,950,0,1943,0,"98118",47.5149,-122.257,1250,5650 +"7841300230","20150501T000000",324950,4,2,2160,4800,"2",0,0,4,7,1290,870,1929,0,"98055",47.4777,-122.212,1570,4800 +"2768300650","20141201T000000",453000,3,2.5,1650,1838,"2",0,0,4,7,1270,380,1991,0,"98107",47.6666,-122.367,1550,1558 +"0546000865","20140919T000000",556000,3,1,1800,4005,"1.5",0,0,4,7,1160,640,1929,0,"98117",47.6876,-122.38,1240,4005 +"7708300150","20141118T000000",315000,3,2,1660,11135,"1",0,0,3,8,1660,0,1971,0,"98045",47.4897,-121.787,1660,11560 +"3709500180","20140527T000000",445830,3,2.5,1870,5449,"2",0,0,3,8,1870,0,2003,0,"98011",47.7557,-122.22,2000,7687 +"9273200145","20141010T000000",1.26e+006,3,3.5,3220,3960,"2",0,4,3,10,2760,460,1991,0,"98116",47.5909,-122.384,3080,4444 +"2025700730","20140502T000000",287200,3,3,1850,19966,"1",0,0,4,7,1090,760,1992,0,"98038",47.3493,-122.034,1410,6715 +"2215500220","20140923T000000",525000,4,1.5,1580,6360,"1.5",0,0,3,7,1290,290,1945,0,"98115",47.6873,-122.286,1690,6360 +"3758900220","20141226T000000",1.135e+006,4,4.25,4590,17621,"2",0,0,3,10,3160,1430,2003,0,"98033",47.6973,-122.205,3800,12268 +"7229900925","20141010T000000",381000,3,1.75,2700,18246,"1",0,0,4,7,1510,1190,1967,0,"98059",47.4817,-122.097,1620,16986 +"6632900084","20140606T000000",360000,3,1.75,1020,7020,"1.5",0,0,4,7,1020,0,1953,0,"98155",47.7362,-122.314,1020,5871 +"7137300040","20150504T000000",619000,5,3.5,2950,2932,"3",0,0,3,8,2950,0,2004,0,"98144",47.5923,-122.298,1580,2047 +"0222069029","20150219T000000",535000,2,1.75,1780,224769,"1",0,0,4,8,1780,0,1976,0,"98038",47.4158,-122.002,2060,71560 +"7518503685","20141009T000000",402000,2,1,710,5100,"1",0,0,5,7,710,0,1905,0,"98117",47.6765,-122.381,1530,5100 +"7701930180","20141110T000000",600000,4,3.5,4300,70407,"2",0,0,3,10,2710,1590,1992,0,"98058",47.4472,-122.092,3520,26727 +"5072420040","20140910T000000",549950,3,2.5,2080,8690,"1",0,0,3,8,1430,650,1974,0,"98166",47.4424,-122.344,2400,9625 +"4058802300","20140820T000000",300000,4,2,2360,7440,"1",0,0,3,7,1180,1180,1955,0,"98178",47.5044,-122.245,1680,7800 +"5127100210","20150325T000000",360000,6,2,2210,9870,"2",0,0,4,7,2210,0,1969,1995,"98059",47.4751,-122.145,1390,9912 +"6453300306","20140910T000000",419000,7,3.25,4340,8521,"2",0,0,3,7,2550,1790,1986,0,"98106",47.52,-122.338,1890,8951 +"4442800166","20150407T000000",510000,3,3,1320,1012,"3",0,0,3,8,1320,0,2009,0,"98117",47.6904,-122.395,1320,1536 +"8078490330","20140916T000000",319950,3,2.5,1980,9907,"2",0,0,3,8,1980,0,1991,0,"98022",47.1903,-122.013,2050,9907 +"2322069010","20141007T000000",1.18e+006,5,5,3960,94089,"2",0,0,3,10,3960,0,1998,0,"98038",47.38,-122.011,2240,64468 +"9558021010","20141003T000000",381000,4,2.5,2130,6003,"2",0,0,3,8,2130,0,2003,0,"98058",47.4518,-122.12,1940,4529 +"6700390230","20150505T000000",256900,3,2.5,1720,3951,"2",0,0,3,7,1720,0,1992,0,"98031",47.4033,-122.187,1720,3605 +"1841400150","20150219T000000",346000,5,1,1790,30456,"1",0,0,4,7,1350,440,1964,0,"98030",47.3469,-122.195,2420,35647 +"6873000150","20141208T000000",465000,2,2.25,1390,1222,"3",0,0,3,7,1340,50,2009,0,"98052",47.6754,-122.121,1480,1369 +"5710500230","20150506T000000",545000,3,2,1900,9975,"1",0,0,3,8,1500,400,1973,0,"98027",47.5307,-122.054,2140,9825 +"9528102060","20140730T000000",516000,2,1.75,1640,3090,"1",0,0,4,7,910,730,1925,0,"98115",47.679,-122.319,1510,4120 +"2490200450","20140609T000000",550000,4,2.5,2700,5100,"1",0,0,4,8,1440,1260,1968,0,"98136",47.5331,-122.384,1880,5100 +"4178500580","20150505T000000",339950,4,2.25,2200,7150,"2",0,0,4,7,2200,0,1990,0,"98042",47.3595,-122.089,1740,7150 +"4325700085","20150325T000000",417000,3,1,1310,8514,"1",0,0,4,7,1310,0,1953,0,"98133",47.7502,-122.353,1310,8514 +"5606000120","20150225T000000",906000,4,2.5,2480,5000,"1",0,3,3,8,1480,1000,1951,0,"98105",47.6653,-122.272,2240,6071 +"5451220150","20141112T000000",980000,4,2.25,3010,9800,"2",0,0,4,9,3010,0,1973,0,"98040",47.5336,-122.223,2510,9800 +"7954300620","20150413T000000",555000,4,2.5,2450,5079,"2",0,0,3,9,2450,0,2001,0,"98056",47.5214,-122.191,2690,6675 +"2591010040","20141110T000000",468000,2,1.75,1250,7029,"1",0,0,4,7,1250,0,1986,0,"98033",47.6936,-122.186,1680,8470 +"3321079060","20141020T000000",378000,3,1.75,2610,117176,"1",0,0,3,7,1390,1220,1981,0,"98022",47.2585,-121.925,2140,142005 +"7229900145","20141216T000000",430000,4,2.5,2010,16020,"1.5",0,0,5,8,2010,0,1962,0,"98059",47.4821,-122.108,1420,16020 +"5710610790","20140516T000000",730100,4,2.5,3120,14300,"2",0,0,3,9,3120,0,2003,0,"98027",47.5318,-122.055,2580,10005 +"0937000220","20140904T000000",219000,4,1.5,1370,7944,"1.5",0,0,3,7,1370,0,1961,0,"98198",47.4224,-122.289,1370,9181 +"7504001320","20141121T000000",570000,3,2.5,2420,11953,"1",0,0,3,9,2420,0,1990,0,"98074",47.6285,-122.054,2420,12215 +"3832710450","20141119T000000",262500,4,2.75,1500,7036,"1",0,0,3,7,1060,440,1979,0,"98032",47.3665,-122.276,1620,7200 +"8567450180","20140529T000000",525000,5,2.5,2630,9216,"2",0,0,3,8,2630,0,2003,0,"98019",47.7379,-121.966,2020,4980 +"4443801590","20150402T000000",520000,2,1,950,3880,"1",0,0,4,6,950,0,1919,0,"98117",47.687,-122.389,1660,3880 +"7399200770","20141209T000000",417400,3,3,2680,12285,"1",0,0,4,8,2680,0,1970,0,"98055",47.4633,-122.196,2610,9558 +"8562740530","20140512T000000",788000,4,3.25,3680,5759,"2",0,0,3,9,2840,840,2003,0,"98027",47.5367,-122.067,3620,6006 +"5592900230","20141224T000000",320000,3,1,1270,7400,"1",0,2,4,7,1270,0,1956,0,"98056",47.4831,-122.191,1800,7400 +"3693900155","20140905T000000",950000,6,1,2330,5000,"1.5",0,0,4,7,2330,0,1920,0,"98117",47.6789,-122.397,1570,5000 +"3782100155","20140527T000000",255000,3,1,960,8100,"1",0,0,3,7,960,0,1955,0,"98155",47.7766,-122.307,1120,8100 +"0104550580","20140520T000000",260000,4,2.5,1990,6671,"2",0,0,3,7,1990,0,1989,0,"98023",47.3078,-122.358,1862,6566 +"4365200620","20150312T000000",394000,3,1,1450,7930,"1",0,0,4,6,1150,300,1923,0,"98126",47.5212,-122.371,1040,7740 +"0226059161","20141231T000000",575000,4,2.5,2280,27441,"2",0,0,3,8,2280,0,1996,0,"98072",47.7628,-122.123,2350,35020 +"5316100220","20150319T000000",1.25e+006,4,2.25,1830,7200,"2",0,2,3,8,1750,80,1923,0,"98112",47.6315,-122.282,3100,7200 +"1387300760","20140804T000000",385000,3,2.25,1650,7800,"1",0,0,3,7,1260,390,1969,0,"98011",47.7377,-122.197,1760,8268 +"2521059042","20141107T000000",456000,5,2.75,2720,193406,"1",0,4,4,7,1700,1020,1968,0,"98092",47.2838,-122.121,2820,248292 +"7974200902","20150506T000000",637000,4,2.5,1710,5000,"1",0,0,3,8,1110,600,1979,0,"98115",47.6772,-122.285,1750,5304 +"0259600910","20141110T000000",485000,5,1.5,1420,9900,"1",0,0,3,7,1050,370,1964,0,"98008",47.6348,-122.118,1580,8075 +"4375700065","20140512T000000",315275,3,1.75,1440,8040,"1",0,0,3,7,960,480,1951,0,"98125",47.7128,-122.306,1500,8040 +"2473100330","20140923T000000",252500,2,1.5,1280,8710,"1",0,0,3,7,1280,0,1967,0,"98058",47.4472,-122.16,1520,9375 +"1523069095","20150323T000000",240000,2,1,1320,24319,"1",0,0,3,7,1320,0,1966,0,"98027",47.4741,-122.015,1430,98445 +"5101402428","20141112T000000",790000,4,2.5,2560,12760,"1",0,0,4,7,1760,800,1949,0,"98115",47.6947,-122.303,1760,6384 +"1072100085","20140514T000000",310000,3,1,1480,7830,"1",0,0,3,7,1480,0,1952,0,"98133",47.7703,-122.336,1450,7830 +"9322800230","20141212T000000",1.25e+006,4,2.5,2960,20240,"2",0,4,4,10,2960,0,1985,0,"98146",47.5075,-122.389,2500,14960 +"2695600455","20150128T000000",425000,2,1,1160,5038,"1",0,0,5,7,740,420,1942,0,"98126",47.5304,-122.38,1160,5076 +"8946400210","20140603T000000",548000,3,2.5,2110,4099,"2",0,0,3,8,2110,0,2001,0,"98072",47.7508,-122.17,2110,4871 +"1523069197","20140503T000000",379880,3,2.5,1650,14054,"1",0,0,4,7,1130,520,1986,0,"98027",47.4821,-122.017,1940,87555 +"8078420230","20140530T000000",530000,3,2.5,1950,9906,"2",0,0,3,8,1950,0,1988,0,"98074",47.6363,-122.025,1860,7689 +"2723069052","20150420T000000",695000,3,2.25,2600,220300,"1.5",0,0,5,8,2120,480,1977,0,"98027",47.4562,-122.016,2760,215600 +"9297300395","20140527T000000",435000,3,1,1270,4000,"1.5",0,2,3,7,1270,0,1928,0,"98126",47.5695,-122.376,1560,4000 +"1428000970","20140521T000000",540000,3,1.75,1300,62290,"1",0,0,3,7,1300,0,1983,0,"98053",47.6529,-121.979,1850,52272 +"1774000720","20140620T000000",425000,3,2.25,1790,10209,"1",0,0,3,7,1290,500,1967,0,"98072",47.7492,-122.086,1840,9900 +"2826049106","20140715T000000",490000,3,2.5,1930,7266,"2",0,0,3,8,1930,0,2005,0,"98125",47.7191,-122.309,1930,7266 +"2113700205","20140703T000000",220000,4,1,1200,6000,"1.5",0,0,3,6,1200,0,1923,0,"98106",47.5307,-122.352,950,4000 +"1036450360","20150107T000000",540000,4,2.5,2050,3784,"2",0,0,3,8,2050,0,2001,0,"98034",47.7189,-122.181,2050,3366 +"0714000155","20141222T000000",670000,3,1,1710,6195,"1",0,0,3,7,1410,300,1946,0,"98105",47.6706,-122.265,1610,6195 +"0686800065","20141119T000000",667500,3,1.75,2130,20423,"1",0,0,3,9,2130,0,1953,0,"98004",47.6339,-122.192,2370,20875 +"5323100120","20140916T000000",585000,3,3.5,1700,2197,"2",0,0,3,8,1260,440,2010,0,"98116",47.5767,-122.41,1360,1418 +"8658300455","20141118T000000",225000,3,1.5,1390,12500,"1",0,0,4,6,1390,0,1976,0,"98014",47.6496,-121.908,1390,9000 +"2202500150","20140819T000000",375000,3,1,1230,9877,"1",0,0,3,7,1230,0,1954,0,"98006",47.5745,-122.136,1240,9965 +"0258100040","20141124T000000",335000,3,2,1490,8847,"1",0,0,4,7,1490,0,1967,0,"98177",47.7639,-122.363,1640,7572 +"4027700021","20150311T000000",680000,5,3.25,2440,15815,"2",0,0,3,8,1990,450,2014,0,"98155",47.774,-122.28,2500,14201 +"9828701747","20150123T000000",600000,3,1,970,4800,"1",0,0,3,6,970,0,1950,0,"98112",47.6212,-122.298,1500,2042 +"1523049207","20140805T000000",161000,4,2,1700,8043,"1",0,0,3,7,850,850,1954,0,"98168",47.4758,-122.288,1540,13260 +"1523049207","20150114T000000",220000,4,2,1700,8043,"1",0,0,3,7,850,850,1954,0,"98168",47.4758,-122.288,1540,13260 +"2131701075","20141204T000000",420000,3,1.75,1720,5000,"1.5",0,0,3,8,1720,0,1932,2009,"98019",47.738,-121.983,1410,8300 +"1794500870","20150327T000000",710000,3,1,1400,2250,"1.5",0,0,3,7,1400,0,1909,0,"98119",47.6373,-122.358,1630,3600 +"6383000790","20150122T000000",626000,4,2.5,2570,7221,"1",0,0,4,8,1570,1000,1958,0,"98117",47.6921,-122.387,2440,7274 +"0723049448","20140722T000000",279500,3,1.5,1200,8040,"1",0,0,4,7,1200,0,1959,0,"98146",47.4901,-122.341,1450,9315 +"5093300325","20140523T000000",1.61e+006,4,3.5,4390,11600,"2",0,3,3,11,3060,1330,1990,0,"98040",47.5862,-122.246,3240,12000 +"7547300120","20140801T000000",325000,2,1,1080,5000,"1",0,0,3,7,1080,0,1954,0,"98106",47.5682,-122.359,1010,5000 +"2473000720","20140717T000000",380000,4,2.25,1860,7980,"1",0,0,4,8,1860,0,1966,0,"98058",47.4524,-122.15,1860,8814 +"7697800040","20140826T000000",470000,4,2.75,2150,9820,"1",0,0,4,8,1220,930,1979,0,"98011",47.7758,-122.2,2060,9830 +"1442860120","20141205T000000",363000,4,3,2250,12142,"2",0,0,3,8,2250,0,1986,0,"98058",47.4338,-122.16,2300,9003 +"9542800610","20150219T000000",245000,4,2.25,2050,7700,"2",0,0,3,7,2050,0,1977,0,"98023",47.3009,-122.375,1780,7700 +"6003501400","20150226T000000",525000,3,1,1010,3520,"1",0,0,3,7,1010,0,1902,0,"98102",47.6208,-122.319,1300,1233 +"5493100366","20140625T000000",1.7e+006,5,3.5,5850,22885,"2",0,2,4,11,4670,1180,1978,0,"98004",47.606,-122.211,3240,19020 +"6681500205","20150504T000000",658500,4,2.25,1900,5000,"1",0,0,3,7,1400,500,1963,0,"98199",47.6456,-122.387,1710,4994 +"2594200230","20150424T000000",680000,2,1,1020,8442,"1",0,4,4,7,920,100,1941,0,"98136",47.5145,-122.391,2550,10323 +"0624110450","20150225T000000",835000,4,2,3390,16025,"2",0,0,4,10,3390,0,1987,0,"98077",47.7222,-122.056,3950,15277 +"2768100180","20140606T000000",595000,4,2.5,1990,2175,"2",0,0,3,8,1680,310,2005,0,"98107",47.6696,-122.371,1560,2087 +"9406700180","20150416T000000",419000,4,2.5,3190,4980,"2",0,0,3,9,3190,0,2005,0,"98038",47.3657,-122.034,2830,6720 +"2122059077","20140915T000000",198900,2,1,1210,18700,"1",0,0,4,7,1210,0,1940,0,"98042",47.3752,-122.166,2250,10048 +"0624110610","20140515T000000",1.085e+006,4,3.25,3740,12080,"1",0,0,3,10,2000,1740,1988,0,"98077",47.7214,-122.056,4210,15277 +"3575302245","20150423T000000",500000,3,3.5,2150,4368,"2",0,0,3,8,1610,540,1998,0,"98074",47.6213,-122.065,2390,16630 +"2287600040","20140711T000000",575000,4,1.75,2440,8100,"1",0,0,4,9,1620,820,1960,0,"98177",47.7201,-122.361,2030,8100 +"2026049183","20150402T000000",324950,2,1.5,1230,1516,"3",0,0,3,8,1230,0,2000,0,"98125",47.7265,-122.314,1352,1411 +"0216500040","20150226T000000",259000,3,2.5,2740,7980,"2",0,0,4,7,2740,0,1964,0,"98168",47.473,-122.3,1470,8611 +"6705800040","20140516T000000",551000,2,2,2260,9604,"1",0,0,3,9,2260,0,1990,0,"98011",47.7718,-122.208,2260,10747 +"9266701115","20140808T000000",488000,2,1.5,1000,5125,"1",0,0,3,7,1000,0,1942,1968,"98103",47.6926,-122.347,1090,5100 +"3811000180","20150305T000000",635000,4,2.25,2350,46173,"2",0,0,4,8,2350,0,1980,0,"98053",47.6657,-122.067,2390,36567 +"1561900180","20150311T000000",395000,3,2.5,2300,8938,"2",0,0,3,9,2300,0,1989,0,"98031",47.4181,-122.211,2570,9694 +"3432500760","20140818T000000",370000,3,1,1440,8287,"1.5",0,0,4,7,1440,0,1928,0,"98155",47.7438,-122.315,1330,8285 +"7465900205","20141024T000000",675000,4,3,2780,5000,"1.5",0,0,5,7,1710,1070,1919,0,"98116",47.5721,-122.381,1150,5000 +"6629300120","20150402T000000",402000,3,1,1200,6825,"1",0,0,3,7,1200,0,1954,2013,"98133",47.7491,-122.353,1470,8100 +"3026059011","20140813T000000",825000,3,2.75,3040,24192,"2",0,0,4,10,3040,0,1987,0,"98034",47.7108,-122.225,2770,5728 +"0822069029","20150217T000000",579000,3,2.75,2660,223027,"1",0,0,3,8,1330,1330,1962,2015,"98038",47.4127,-122.071,1560,222591 +"9826701490","20150225T000000",455000,5,2,1510,3000,"2",0,0,3,6,1510,0,1983,0,"98122",47.6029,-122.304,1610,3600 +"4137020360","20140722T000000",265000,3,2.5,1780,6527,"2",0,0,3,8,1780,0,1989,0,"98092",47.2578,-122.217,2040,8840 +"1115700040","20141201T000000",713500,5,2.75,2920,9163,"1",0,0,4,8,1520,1400,1976,0,"98006",47.5668,-122.169,2250,9163 +"1061400180","20150106T000000",240000,3,1,1550,12670,"1",0,0,4,7,1550,0,1962,0,"98056",47.5024,-122.169,1550,8880 +"0820079081","20140911T000000",570000,4,3,2710,217800,"2.5",0,0,3,9,2710,0,2006,0,"98022",47.2411,-121.932,2710,217800 +"2524069072","20140626T000000",243800,3,1,1140,27760,"1",0,0,4,6,1140,0,1981,0,"98027",47.5372,-121.972,1690,87300 +"9521101520","20141212T000000",543000,2,1,940,3864,"1",0,0,4,8,940,0,1918,0,"98103",47.6631,-122.345,1440,3956 +"5016002240","20141008T000000",1.01e+006,3,2.25,2160,7500,"2",0,0,3,10,2160,0,1982,0,"98112",47.6232,-122.299,1550,3839 +"0424069010","20140721T000000",625000,4,2.25,2470,17008,"2",0,0,4,8,2470,0,1979,0,"98075",47.5924,-122.048,2470,31798 +"5104540610","20140925T000000",459950,4,2.5,2800,6567,"2",0,0,3,9,2800,0,2006,0,"98038",47.3555,-122.002,3400,5900 +"8567300150","20141031T000000",370000,4,2.75,2420,39704,"1",0,0,3,9,2420,0,1985,0,"98038",47.4053,-122.03,2760,36303 +"2976800749","20141031T000000",150000,4,2,1460,7254,"1",0,0,3,6,1460,0,1959,0,"98178",47.5056,-122.254,1460,7236 +"7015200790","20140624T000000",683500,3,1.5,1820,5756,"1.5",0,0,3,7,1640,180,1946,0,"98119",47.6479,-122.367,1760,6169 +"2770604104","20140604T000000",499950,3,2.5,1520,2208,"2",0,0,3,8,1040,480,2007,0,"98119",47.6419,-122.374,1610,1618 +"1624049092","20140630T000000",255000,2,1,1320,9967,"1",0,0,3,6,940,380,1919,0,"98108",47.5693,-122.296,1970,7587 +"8078570410","20150326T000000",279000,3,2.5,1920,7779,"2",0,0,3,7,1920,0,1989,0,"98031",47.4024,-122.171,1960,7536 +"7974200456","20141201T000000",910000,5,3,2640,5096,"2",0,0,3,10,2640,0,2009,0,"98115",47.6809,-122.288,1610,5217 +"0752000035","20140520T000000",699000,4,2.5,2650,7945,"2",0,0,3,9,2650,0,2006,0,"98125",47.7113,-122.296,1200,7920 +"3262300322","20150408T000000",1.651e+006,4,3.25,3640,13530,"1",0,0,3,9,2570,1070,1924,2000,"98039",47.6293,-122.238,2760,15000 +"5412300410","20150325T000000",248000,3,1,1420,8800,"1",0,0,4,6,1090,330,1981,0,"98030",47.3746,-122.181,1480,8000 +"4013200145","20141107T000000",429000,3,1,1540,37950,"1",0,0,4,7,1090,450,1959,0,"98001",47.3259,-122.289,1820,24375 +"2623039018","20141027T000000",685000,4,1,1550,15239,"1.5",1,4,3,6,1370,180,1930,0,"98166",47.4502,-122.378,1790,22047 +"8122100650","20140731T000000",316000,2,1,730,5040,"1",0,0,3,6,730,0,1927,0,"98126",47.5387,-122.374,790,5040 +"1005000220","20150310T000000",410000,2,1,2020,7540,"1",0,0,3,7,1010,1010,1921,0,"98118",47.5359,-122.28,1270,4652 +"1023089096","20140808T000000",299000,3,1,1200,15843,"1",0,2,3,7,1200,0,1955,0,"98045",47.4991,-121.779,1410,15843 +"1392800035","20140618T000000",559000,2,1,1240,6400,"1",0,1,4,7,1060,180,1938,0,"98126",47.5493,-122.377,1240,6400 +"1523069072","20140723T000000",575000,3,2.25,2680,100188,"2",0,0,4,8,1580,1100,1978,0,"98027",47.4776,-122.02,2540,60548 +"0519000043","20140714T000000",602000,3,2.5,1640,3804,"2",0,0,3,8,1640,0,1998,0,"98122",47.6103,-122.3,1440,3230 +"0475000975","20140522T000000",492000,4,2,1640,5000,"2",0,0,3,7,1640,0,1907,1983,"98107",47.6662,-122.365,1240,5000 +"4142450040","20150327T000000",293500,3,2.5,1610,5024,"2",0,0,3,7,1610,0,2004,0,"98038",47.3833,-122.043,1790,3717 +"2824059043","20140722T000000",481000,3,2.75,2290,14810,"1",0,0,5,7,1400,890,1967,0,"98056",47.5343,-122.185,2540,8640 +"8558600085","20140509T000000",311100,4,2.25,2130,8078,"1",0,0,4,7,1380,750,1977,0,"98055",47.4482,-122.209,2300,8112 +"8649400410","20150417T000000",375000,3,1.75,2140,13598,"1.5",0,0,4,7,1620,520,1970,0,"98014",47.7139,-121.321,930,10150 +"2523089025","20150210T000000",1.075e+006,3,3,4020,435600,"1.5",0,2,3,10,4020,0,1999,0,"98045",47.4418,-121.731,2590,283140 +"9512500720","20150428T000000",500000,5,2.5,2030,8400,"1",0,0,3,7,1330,700,1968,0,"98052",47.6713,-122.152,1920,8400 +"2461900760","20150401T000000",553000,3,1,1380,6250,"1",0,0,4,7,1380,0,1918,0,"98136",47.5514,-122.385,2270,6250 +"2877104196","20141206T000000",760000,3,2,1780,1750,"1",0,2,3,8,1400,380,1927,2014,"98103",47.6797,-122.357,1780,3750 +"2493200325","20150509T000000",589500,4,1.5,1440,3200,"1",0,1,4,7,960,480,1960,0,"98136",47.5269,-122.383,1650,6400 +"5210200410","20141114T000000",840000,5,2.75,2790,20824,"1",0,0,3,9,1680,1110,1959,0,"98115",47.6948,-122.282,2380,10465 +"1954700410","20140801T000000",2.546e+006,4,3,4190,8805,"2.5",0,2,5,9,3490,700,1928,0,"98112",47.6181,-122.284,3780,8558 +"9253900210","20140707T000000",1.275e+006,3,2.5,3870,46609,"2",0,3,3,9,3870,0,1997,0,"98008",47.5966,-122.112,4030,17880 +"0984000450","20141201T000000",260000,3,2.5,1850,7875,"1",0,0,3,7,1250,600,1968,0,"98058",47.434,-122.171,1930,8062 +"0993002247","20140716T000000",430000,3,2.25,1550,1469,"3",0,0,3,8,1550,0,2004,0,"98103",47.6911,-122.341,1520,1465 +"7517500610","20150304T000000",781000,3,2.5,1920,1896,"3",0,3,3,8,1920,0,2000,0,"98103",47.6616,-122.356,1670,2994 +"3438500981","20150328T000000",280000,2,1,790,13170,"1",0,0,3,6,790,0,1947,0,"98106",47.5487,-122.357,970,12700 +"2011400021","20140701T000000",392000,5,2.25,3740,32481,"1.5",0,0,3,8,2240,1500,1958,0,"98198",47.3965,-122.314,2040,11398 +"4038100360","20150210T000000",466200,3,1.5,1340,8856,"1",0,0,4,7,1340,0,1959,0,"98008",47.6094,-122.126,1850,8740 +"2028700360","20140523T000000",641000,3,1.75,1620,3975,"1",0,0,5,7,940,680,1926,0,"98117",47.6786,-122.368,1320,3922 +"9144100035","20150324T000000",350000,3,1,1680,8010,"1",0,0,3,7,840,840,1951,0,"98117",47.6993,-122.376,1890,8778 +"8665050530","20150204T000000",450000,3,2,1610,4364,"2",0,0,3,8,1610,0,1996,0,"98029",47.5672,-122.004,2010,4364 +"5425700205","20140520T000000",1.8e+006,4,3.5,4460,16953,"1",0,0,3,9,2550,1910,1962,1994,"98039",47.6338,-122.232,1980,13370 +"7399100040","20150309T000000",185000,3,1.5,1200,1848,"2",0,0,3,8,1200,0,1966,0,"98055",47.4658,-122.191,1270,1848 +"7809200035","20150123T000000",290000,2,1,1250,12507,"1",0,0,5,7,1250,0,1958,0,"98056",47.4972,-122.176,1250,12498 +"1825069072","20150430T000000",964000,3,2.5,3630,9475,"2",0,0,3,11,3630,0,1999,0,"98074",47.6544,-122.085,3250,11605 +"2524049318","20140528T000000",2e+006,4,3,4260,18000,"2",0,2,3,11,4260,0,2000,0,"98040",47.5355,-122.24,3540,17015 +"7527200360","20140611T000000",545000,3,2.5,2180,15693,"1",0,0,4,8,1850,330,1979,0,"98075",47.592,-122.082,2270,24000 +"3041700035","20150312T000000",609950,3,2.25,1760,10350,"1",0,0,4,7,1330,430,1979,0,"98033",47.6605,-122.188,2210,11337 +"0625049318","20140804T000000",605000,4,2,1820,7626,"1",0,0,5,7,990,830,1941,0,"98103",47.6878,-122.342,1390,5904 +"6071400360","20140908T000000",550000,4,2.5,2120,9163,"1",0,0,4,8,1450,670,1961,0,"98006",47.5551,-122.172,2120,9166 +"8127700720","20150120T000000",905000,4,2.75,2730,4268,"2",0,1,3,9,2730,0,2009,0,"98199",47.6397,-122.395,2340,5000 +"1402650360","20141023T000000",384200,3,2.5,2430,7613,"2",0,0,4,8,2430,0,1986,0,"98058",47.4383,-122.135,2440,8342 +"3277800845","20140711T000000",370000,3,1,1170,1105,"1",0,0,3,7,1170,0,1965,0,"98126",47.5448,-122.375,1380,1399 +"2771603050","20141204T000000",717500,3,1,2090,4000,"1.5",0,2,3,8,1890,200,1931,0,"98199",47.6393,-122.392,2090,4000 +"1068000150","20150501T000000",1.999e+006,4,3.25,3910,7500,"2",0,2,4,11,2550,1360,1933,0,"98199",47.6448,-122.409,3070,7500 +"0126039213","20141203T000000",365500,2,1,1140,15624,"1",0,0,4,6,1140,0,1909,0,"98177",47.7673,-122.367,2110,15493 +"7537300210","20150128T000000",580000,2,1.5,1460,5700,"1.5",0,0,3,7,1460,0,1912,0,"98115",47.6838,-122.312,1780,3800 +"0764000155","20141107T000000",415000,4,1.5,2700,14760,"1.5",0,0,5,9,2700,0,1940,0,"98022",47.1996,-122.003,1670,7200 +"7454000555","20150113T000000",272000,2,1,670,6300,"1",0,0,4,6,670,0,1942,0,"98126",47.5145,-122.374,740,6300 +"2215500205","20140505T000000",600000,3,1.75,1880,6360,"1",0,0,4,7,1040,840,1945,0,"98115",47.6878,-122.286,1770,6175 +"3013300085","20140515T000000",744000,4,3,1980,5352,"2.5",0,0,3,8,1980,0,1941,2005,"98136",47.532,-122.385,1680,5352 +"3760500222","20140603T000000",830000,3,3,2080,10521,"1.5",0,0,3,9,2080,0,2004,0,"98034",47.6987,-122.228,3730,11840 +"6145601312","20141029T000000",322000,3,3.25,1380,1225,"3",0,0,3,7,1380,0,2000,0,"98133",47.7035,-122.351,1380,1704 +"3750605674","20140917T000000",270000,3,2.5,1808,19200,"1",0,0,3,8,1808,0,2005,0,"98001",47.2598,-122.281,1450,14400 +"1001200035","20150306T000000",272450,3,1,1350,7973,"1.5",0,0,3,7,1350,0,1954,0,"98188",47.4323,-122.292,1310,7491 +"2768300736","20150408T000000",605000,3,3,1760,2114,"2",0,0,3,7,1400,360,2008,0,"98107",47.6666,-122.37,1300,1500 +"5255300150","20150511T000000",510000,3,1.75,1950,8325,"1",0,0,4,7,1950,0,1962,0,"98011",47.7685,-122.2,1950,8325 +"5015001215","20150423T000000",1.125e+006,4,3.5,3170,4000,"2",0,0,3,10,2340,830,1999,0,"98112",47.6265,-122.298,1770,4000 +"4219400580","20140612T000000",1.688e+006,4,2.5,3000,7500,"2",0,0,3,9,3000,0,1937,1994,"98105",47.6571,-122.277,2580,5000 +"6151800612","20150107T000000",162000,4,1,1460,16638,"1",0,0,4,6,1460,0,1975,0,"98010",47.3431,-122.048,1460,16638 +"7893207510","20150506T000000",337500,3,1.75,1350,5850,"1",0,0,4,7,1050,300,1973,0,"98198",47.4225,-122.328,1710,7757 +"8899200720","20150331T000000",312000,3,2.25,1470,7857,"1",0,0,4,7,1180,290,1973,0,"98055",47.4547,-122.209,1900,7600 +"7167000040","20140813T000000",740000,4,3,3350,199253,"2",0,0,3,10,3350,0,2004,0,"98010",47.3602,-121.988,3350,183897 +"7167000040","20150305T000000",700000,4,3,3350,199253,"2",0,0,3,10,3350,0,2004,0,"98010",47.3602,-121.988,3350,183897 +"7771300035","20140925T000000",328000,4,1,1360,8136,"1",0,0,3,7,1360,0,1948,0,"98133",47.7366,-122.333,1570,8132 +"7967700530","20150213T000000",241000,3,1,1020,7538,"1",0,0,3,7,1020,0,1981,0,"98032",47.3587,-122.288,1650,7201 +"6669150790","20140731T000000",265000,3,2.25,1840,6750,"1",0,0,4,7,1270,570,1980,0,"98031",47.4075,-122.172,1750,7004 +"1921059213","20150327T000000",246000,5,1.75,2030,10200,"1",0,0,4,7,2030,0,1958,0,"98002",47.2867,-122.209,1760,11550 +"0723049533","20140930T000000",271000,4,1.75,1490,9112,"1",0,0,3,6,970,520,1940,0,"98146",47.4991,-122.345,1650,8411 +"0797000276","20140625T000000",270000,2,1,2060,8398,"1",0,0,3,7,1260,800,1962,0,"98168",47.509,-122.324,1690,13495 +"6381500720","20141117T000000",395000,4,2,2240,7085,"1.5",0,0,3,7,2240,0,1944,1992,"98125",47.7309,-122.305,1440,7085 +"3812400789","20140731T000000",340000,3,2,1460,5715,"1",0,0,3,7,1460,0,1957,2014,"98118",47.54,-122.276,1400,5715 +"3451000206","20141016T000000",340000,3,1.75,2140,13260,"1",0,0,3,7,1240,900,1948,0,"98146",47.5074,-122.353,1640,13260 +"8165501540","20150306T000000",335000,2,2.25,1420,1246,"2",0,0,3,8,1420,0,2007,0,"98106",47.5394,-122.368,1420,1826 +"3131201563","20140625T000000",435000,2,1,1060,3036,"1.5",0,0,4,6,1060,0,1943,0,"98105",47.6578,-122.324,1730,5535 +"6813600365","20141009T000000",527950,4,1.75,1760,3600,"1",0,0,5,7,880,880,1926,0,"98103",47.6889,-122.33,1500,5580 +"1822039138","20150227T000000",600000,2,2.25,2320,18919,"2",1,4,4,8,2320,0,1976,0,"98070",47.3905,-122.462,1610,18919 +"4443800555","20140716T000000",667000,3,1.75,1770,3880,"1",0,0,3,8,1300,470,1963,0,"98117",47.6846,-122.392,1430,3880 +"0627300145","20140814T000000",1.148e+006,10,5.25,4590,10920,"1",0,2,3,9,2500,2090,2008,0,"98004",47.5861,-122.113,2730,10400 +"9133600120","20150408T000000",417000,3,2.5,2040,11211,"2",0,0,3,8,2040,0,2000,0,"98055",47.4867,-122.223,1830,11964 +"2354300910","20150310T000000",451000,4,1.75,1260,7250,"1",0,0,3,6,1260,0,1943,0,"98027",47.5267,-122.032,1880,7250 +"6917700665","20150218T000000",580000,2,1,1650,9780,"1",0,0,3,7,950,700,1943,0,"98199",47.6549,-122.394,1650,5458 +"7214710210","20141217T000000",570000,4,2.25,2380,36446,"2",0,0,4,8,2380,0,1977,0,"98077",47.7644,-122.072,2790,40005 +"2649500155","20140610T000000",750000,5,3.25,2750,7500,"2",0,1,3,7,2150,600,1937,1997,"98033",47.6636,-122.203,2750,7500 +"3343301385","20140527T000000",685000,3,2.5,2810,7700,"2",0,0,3,9,2810,0,2001,0,"98006",47.5464,-122.191,2910,8250 +"1237500720","20141226T000000",275000,3,2,1340,9764,"1",0,0,3,7,1340,0,1944,0,"98052",47.6786,-122.161,1310,9764 +"1724069043","20140618T000000",739888,3,2.5,2420,43177,"2",0,4,4,8,1690,730,1989,0,"98075",47.569,-122.058,3740,8717 +"8682210650","20140527T000000",715000,2,2.5,2160,5581,"1",0,0,3,8,2160,0,2002,0,"98053",47.7017,-122.023,2315,5652 +"2025049025","20150325T000000",800000,4,2,2450,4400,"1",0,0,3,7,1450,1000,1913,1980,"98102",47.6414,-122.327,1890,1386 +"7883605695","20141124T000000",350000,3,1.5,1870,9000,"1",0,0,3,7,1120,750,1923,0,"98108",47.5224,-122.318,1850,6000 +"2120069003","20141124T000000",220000,3,1,1000,223462,"1",0,2,4,6,1000,0,1933,0,"98022",47.2099,-122.043,1710,105850 +"7852130720","20141009T000000",452500,3,2.5,2240,7791,"2",0,0,3,7,2240,0,2002,0,"98065",47.5361,-121.88,2480,5018 +"3832060120","20150316T000000",280000,4,2.5,2200,5893,"2",0,0,3,7,2200,0,2008,0,"98042",47.3333,-122.055,2200,5757 +"4356200120","20141023T000000",248000,1,1,790,12000,"1",0,0,3,6,790,0,1918,0,"98118",47.5146,-122.265,1900,6000 +"4073200124","20150417T000000",305000,2,1,890,7200,"1",0,0,3,7,740,150,1949,0,"98115",47.6998,-122.278,1290,7200 +"2113700790","20150312T000000",435010,3,1,1270,4000,"1",0,0,3,7,1120,150,1954,0,"98106",47.5293,-122.354,1220,4600 +"9274202620","20140718T000000",678100,3,1.75,1850,2860,"1.5",0,0,5,8,1210,640,1931,0,"98116",47.5853,-122.39,1660,3120 +"2026049124","20140509T000000",325000,3,2.25,1352,1694,"3",0,0,3,8,1352,0,2007,0,"98125",47.7265,-122.315,1439,1387 +"1828000760","20140714T000000",529950,3,2,1540,8400,"1",0,0,3,7,1180,360,1968,0,"98052",47.6554,-122.129,1550,8760 +"6187700175","20141223T000000",440000,3,1.75,1640,8529,"1",0,0,5,7,1640,0,1951,0,"98155",47.7751,-122.32,1730,7769 +"6371500040","20150316T000000",585000,3,1,1350,4800,"1.5",0,0,3,7,1350,0,1928,0,"98116",47.5749,-122.412,1360,4800 +"8929000040","20140820T000000",462608,3,2.5,2010,2778,"2",0,0,3,8,1390,620,2014,0,"98029",47.5528,-121.999,1540,1689 +"2970800145","20150407T000000",350500,3,1.75,2080,5200,"1",0,0,3,7,1040,1040,1974,0,"98166",47.4738,-122.35,1410,6550 +"8588000610","20141110T000000",210000,3,1,1040,8125,"1",0,0,3,7,1040,0,1956,0,"98003",47.3171,-122.316,1200,9375 +"3905080870","20150206T000000",510000,3,2.5,1890,5929,"2",0,0,3,8,1890,0,1993,0,"98029",47.5697,-121.994,2060,5775 +"2457200040","20150506T000000",280000,3,2.25,1810,7630,"1",0,0,4,7,1810,0,1959,0,"98056",47.497,-122.18,1830,7594 +"3971700580","20150303T000000",385000,3,1.75,1930,14389,"1",0,0,3,7,1130,800,1963,1998,"98155",47.7733,-122.317,1730,14378 +"7304300760","20140625T000000",349000,3,1,1010,8184,"1",0,0,4,6,1010,0,1947,0,"98155",47.7416,-122.319,1010,8184 +"5561720180","20140826T000000",252000,3,2.25,1740,10836,"1",0,0,3,7,910,830,1981,0,"98031",47.3976,-122.166,2090,7500 +"1370801565","20141030T000000",1.1e+006,4,2.5,2910,8881,"2",0,1,3,10,1940,970,1932,0,"98199",47.6424,-122.411,2540,5250 +"1822350180","20141211T000000",375000,3,2.25,1330,8004,"2",0,0,3,7,1330,0,1985,0,"98034",47.7098,-122.217,1300,7971 +"1310900610","20140714T000000",336000,4,2.25,2210,11700,"2",0,0,4,8,2210,0,1967,0,"98032",47.3648,-122.284,2040,9000 +"9285800330","20140702T000000",732000,3,3.75,2670,6517,"2.5",0,4,4,8,2020,650,1977,0,"98126",47.5702,-122.38,2010,6073 +"6620400205","20140806T000000",200000,2,1,1000,6227,"1",0,0,3,6,1000,0,1949,0,"98168",47.513,-122.333,1240,6250 +"1644510040","20140528T000000",681716,4,2.5,3150,7277,"2",0,0,3,9,3150,0,2006,0,"98056",47.5159,-122.202,3030,8643 +"6151800606","20150225T000000",235000,3,1.75,1520,12246,"1",0,0,4,6,1520,0,1971,0,"98010",47.3434,-122.049,1460,12246 +"5245600120","20141009T000000",257500,3,1,1690,13825,"1",0,0,3,7,1210,480,1955,0,"98148",47.4256,-122.322,1190,9450 +"8951900065","20140929T000000",315000,3,1,1070,9497,"1",0,0,3,7,1070,0,1955,0,"98028",47.7425,-122.23,1710,9561 +"0226039186","20140520T000000",299950,3,1,910,8000,"1",0,0,4,6,740,170,1950,0,"98177",47.7746,-122.378,2090,9007 +"3558900450","20140711T000000",530000,4,2.25,2130,8640,"1",0,0,3,7,1430,700,1969,0,"98034",47.7087,-122.198,2120,8826 +"3179100790","20140915T000000",766500,2,1.75,2230,6930,"1",0,0,4,8,1530,700,1947,0,"98105",47.6705,-122.277,1970,6930 +"9808590210","20140513T000000",860000,4,2.5,3560,11119,"1",0,2,3,10,2290,1270,1986,0,"98004",47.6456,-122.19,3290,11385 +"1781500220","20150131T000000",690000,3,2.5,2590,4961,"2",0,0,3,9,2590,0,1944,2007,"98126",47.5271,-122.381,1230,4961 +"3126049052","20150318T000000",551000,4,1.75,2040,6348,"1",0,0,3,7,1020,1020,1962,0,"98103",47.6964,-122.336,1770,5047 +"8677900120","20141121T000000",530000,3,2.75,2100,20150,"1",0,0,4,7,2100,0,1955,0,"98034",47.7206,-122.248,2100,15500 +"5408100035","20150420T000000",568000,3,1,1340,7260,"1.5",0,0,3,7,1340,0,1953,0,"98125",47.7016,-122.295,1830,6822 +"3827600040","20140520T000000",749950,3,2.5,2770,10773,"2",0,2,3,9,2770,0,1992,0,"98008",47.5754,-122.12,2530,10423 +"7504100910","20141006T000000",535000,3,2.5,2400,12546,"1",0,0,3,9,2400,0,1983,0,"98074",47.6317,-122.041,2940,12150 +"2068500210","20150409T000000",234300,3,1,1140,9779,"1",0,0,3,7,1140,0,1963,0,"98055",47.424,-122.201,1520,9814 +"2172000035","20140821T000000",190000,2,1,930,11450,"1",0,0,3,6,930,0,1946,0,"98178",47.4862,-122.264,1150,11450 +"4039400410","20141010T000000",525000,4,1.75,1820,6600,"1",0,0,5,7,1820,0,1960,0,"98007",47.606,-122.135,1430,8800 +"7519000580","20141106T000000",610000,4,1,1390,3708,"1.5",0,0,4,7,1390,0,1926,0,"98117",47.685,-122.363,1430,3708 +"9828702266","20141003T000000",520000,3,2.5,1480,1165,"3",0,0,3,8,1480,0,2006,0,"98144",47.6199,-122.3,1480,1231 +"2770602170","20150422T000000",375000,2,1,760,6000,"1",0,0,3,6,760,0,1942,0,"98199",47.646,-122.384,1360,6000 +"3260100330","20140528T000000",600000,3,1.75,1580,7416,"1",0,0,3,7,1150,430,1967,0,"98005",47.6056,-122.173,1730,7416 +"0925059219","20141023T000000",664000,4,2.5,1870,16200,"1",0,0,5,8,1250,620,1974,0,"98033",47.6651,-122.174,2000,11250 +"1257201010","20150504T000000",698000,2,1,1510,4080,"1",0,0,3,7,1010,500,1923,0,"98103",47.6742,-122.329,1660,4080 +"0476000333","20140827T000000",418000,3,2,1250,1306,"3",0,0,3,7,1250,0,2001,0,"98107",47.6705,-122.39,1320,1250 +"1721059218","20140818T000000",271675,3,1.75,2140,13068,"1",0,0,4,7,1460,680,1974,0,"98092",47.3099,-122.197,2090,17424 +"6400700220","20150507T000000",450000,3,1,1540,9028,"1",0,0,4,6,1540,0,1968,0,"98033",47.6698,-122.177,1450,9028 +"0524069115","20140509T000000",759000,3,2.25,2950,78843,"1.5",0,0,3,9,2950,0,2006,0,"98075",47.5917,-122.068,3880,78843 +"8818900155","20150115T000000",599950,6,3,2020,4129,"1",0,0,3,7,1230,790,1994,0,"98105",47.6648,-122.324,2080,4080 +"2321300325","20150122T000000",810000,4,2.75,2820,5000,"1.5",0,0,3,8,2170,650,1927,0,"98199",47.6376,-122.394,1740,5000 +"2131200925","20140729T000000",331292,3,1.75,1660,10000,"1",0,0,3,7,1660,0,1972,0,"98019",47.741,-121.978,1770,10000 +"3726800220","20150406T000000",348000,3,1.75,1830,2417,"1",0,0,3,7,930,900,1919,0,"98144",47.5723,-122.309,1320,3200 +"3488300085","20140919T000000",435000,2,1,720,5600,"1",0,0,4,7,720,0,1920,0,"98116",47.5641,-122.391,1330,5600 +"6415100297","20150219T000000",530000,3,2.5,2160,9063,"2",0,0,3,8,2160,0,1992,0,"98133",47.7296,-122.333,2160,9063 +"9265400210","20140922T000000",227000,3,1.75,1510,9837,"2",0,0,3,7,1510,0,1989,0,"98001",47.2576,-122.255,1470,8054 +"2787000040","20141003T000000",285000,3,1.5,1870,42070,"1",0,0,3,7,1870,0,1953,0,"98168",47.509,-122.313,1870,19965 +"3425059218","20150317T000000",740000,4,2.25,2860,26136,"1",0,0,3,8,1640,1220,1977,0,"98005",47.6033,-122.158,2670,25040 +"1591600676","20150311T000000",246000,3,1,990,9145,"1.5",0,0,4,6,990,0,1939,0,"98146",47.5022,-122.36,1640,8320 +"2843200085","20150217T000000",260000,3,1,1910,8710,"1",0,0,3,7,1080,830,1954,0,"98168",47.5038,-122.3,1460,8944 +"2561320120","20140811T000000",366000,3,2,1350,10200,"1",0,0,3,7,1350,0,1977,0,"98074",47.6159,-122.05,1820,9600 +"8835400775","20141026T000000",594950,4,3.25,2557,9480,"2",0,2,3,7,2557,0,1948,1993,"98118",47.5449,-122.262,2220,8340 +"2767704525","20150327T000000",608000,3,2.75,2610,5000,"2",0,0,4,7,1710,900,1946,0,"98107",47.6729,-122.373,1500,5000 +"3343901848","20150408T000000",313100,3,2,1720,11875,"1",0,0,5,6,1720,0,1905,0,"98056",47.5068,-122.191,1860,7500 +"7137800085","20141003T000000",185000,3,1.75,1170,9085,"1",0,0,3,7,1170,0,1967,0,"98023",47.2808,-122.354,1230,9085 +"1443500925","20150504T000000",455000,2,1,1140,11480,"1",0,0,3,6,1140,0,1907,0,"98118",47.5328,-122.274,1550,8150 +"8731800210","20140711T000000",235000,3,2.5,2350,9051,"1",0,0,4,8,1570,780,1966,0,"98023",47.3126,-122.364,2270,8748 +"8155000040","20141030T000000",230000,3,1,1020,12289,"1",0,0,4,7,1020,0,1967,0,"98058",47.4235,-122.155,1300,9894 +"9279200910","20141120T000000",770000,4,2.25,2730,5000,"1",0,0,5,7,1460,1270,1955,0,"98116",47.5843,-122.393,2010,5000 +"7697920150","20141002T000000",240000,4,2.25,1830,7614,"2",0,0,3,7,1830,0,1991,0,"98030",47.3682,-122.179,1860,6930 +"7202290620","20150219T000000",461000,3,2.5,1690,3026,"2",0,0,3,7,1690,0,2002,0,"98053",47.6885,-122.043,1650,3161 +"5093301285","20150327T000000",1.58e+006,4,2.5,2900,10500,"1",0,3,5,8,1450,1450,1963,0,"98040",47.5838,-122.246,2900,9201 +"1524069044","20141009T000000",1.8225e+006,4,4.5,6380,88714,"2",0,0,3,12,6380,0,2006,0,"98029",47.5592,-122.015,3040,7113 +"7202340450","20141123T000000",452000,3,2.5,1690,4000,"2",0,0,3,7,1690,0,2004,0,"98053",47.6788,-122.034,1690,4000 +"3629921120","20141003T000000",765000,4,2.5,2660,5043,"2",0,2,3,9,2660,0,2003,0,"98029",47.5445,-121.996,3010,5500 +"0524069020","20150422T000000",1.05e+006,4,4,4550,54013,"1",0,1,4,9,2300,2250,1989,0,"98075",47.5964,-122.077,3540,39634 +"2273600410","20150505T000000",546000,3,3,1530,9999,"1",0,0,4,7,1150,380,1983,0,"98033",47.6869,-122.186,1530,8556 +"3186600515","20150122T000000",781000,3,2.5,2070,4463,"1.5",0,0,5,8,1780,290,1931,0,"98115",47.6853,-122.305,2070,5000 +"7923000360","20150120T000000",538000,4,1.75,1880,7953,"1",0,0,4,7,1880,0,1965,0,"98008",47.5838,-122.123,1750,8591 +"6678900150","20140819T000000",790000,4,2.5,2240,8664,"1",0,0,5,8,1470,770,1975,0,"98033",47.6621,-122.189,2210,8860 +"9482700455","20141021T000000",696500,4,2.75,2540,4400,"1.5",0,0,5,7,1630,910,1925,0,"98103",47.6832,-122.343,1560,3920 +"3861500330","20150430T000000",276000,3,2,1370,8137,"1",0,0,4,7,1370,0,1988,0,"98003",47.2802,-122.303,1660,8840 +"6163901033","20140902T000000",269000,2,1,770,8612,"1",0,0,3,6,770,0,1953,0,"98155",47.7547,-122.323,1290,8407 +"2426039123","20150130T000000",2.415e+006,5,4.75,7880,24250,"2",0,2,3,13,7880,0,1996,0,"98177",47.7334,-122.362,2740,10761 +"0624069003","20150102T000000",829000,4,2.75,2970,59677,"1",0,2,4,8,1610,1360,1973,0,"98075",47.5953,-122.08,2930,42489 +"7454000145","20150306T000000",122000,2,1,740,6840,"1",0,0,3,6,740,0,1942,0,"98126",47.5168,-122.373,740,6840 +"4402700230","20140821T000000",352500,3,1.5,1360,7680,"1",0,0,3,7,1360,0,1955,0,"98133",47.7441,-122.337,1630,7679 +"1432701510","20141021T000000",249000,4,2,1280,7560,"1",0,0,5,6,1280,0,1959,0,"98058",47.45,-122.175,1250,7690 +"1115100119","20141208T000000",360000,4,2,1920,7803,"1",0,0,3,7,1080,840,1962,0,"98155",47.758,-122.325,1940,8147 +"2553300120","20150504T000000",629500,3,2,2020,10584,"1",0,0,3,10,2020,0,1994,0,"98075",47.5851,-122.028,3030,9870 +"2481630180","20140625T000000",1.14e+006,4,2.25,3310,127631,"2",0,0,5,9,3310,0,1924,1956,"98072",47.732,-122.134,3830,43959 +"2525049246","20141017T000000",1.55e+006,2,2.25,2950,15593,"1",0,0,4,8,1560,1390,1942,1986,"98039",47.6209,-122.236,2060,19855 +"7236300065","20140718T000000",275000,3,1.5,1320,7695,"1",0,0,4,7,1320,0,1959,0,"98056",47.4908,-122.181,1370,8295 +"1854900330","20140909T000000",697000,4,2.5,3160,6961,"2",0,0,3,8,3160,0,2005,0,"98074",47.6125,-122.01,3110,5058 +"0203101210","20140507T000000",379500,2,1,1640,17335,"1",0,0,3,7,840,800,1978,0,"98053",47.6397,-121.953,2440,17850 +"0622100074","20141110T000000",720000,3,2.75,2440,76531,"1",0,0,3,10,1640,800,1980,0,"98072",47.7672,-122.161,1890,10042 +"5014600180","20140513T000000",675000,4,2.5,3000,5548,"2",0,0,3,9,3000,0,2006,0,"98059",47.5399,-122.188,2870,5000 +"0809002295","20141029T000000",1.169e+006,5,2.5,2810,6000,"2.5",0,0,3,9,2810,0,1907,0,"98109",47.6367,-122.35,2240,4800 +"7533800325","20140520T000000",1.1e+006,3,2,2390,6888,"2",0,1,5,8,2390,0,1939,0,"98115",47.6839,-122.274,2390,7920 +"5637500180","20140612T000000",520000,4,1,2080,3500,"1.5",0,0,5,7,1260,820,1926,0,"98136",47.5445,-122.383,1380,5900 +"3971700981","20141003T000000",415000,3,1.75,2650,7500,"1.5",0,0,4,7,1590,1060,1962,0,"98155",47.7716,-122.317,1340,7500 +"2267000453","20140627T000000",415000,3,2.5,1060,1536,"2",0,0,3,8,1060,0,2000,0,"98117",47.6907,-122.395,1220,1316 +"5029000120","20150407T000000",450000,3,2.25,1940,8312,"1",0,1,4,7,1220,720,1963,0,"98166",47.4556,-122.346,2060,9503 +"3735900325","20150427T000000",485000,2,1,1080,4080,"1",0,0,3,8,1080,0,1948,0,"98115",47.6899,-122.32,1890,4080 +"6187100360","20150427T000000",294000,3,2.25,1700,9600,"2",0,0,3,7,1700,0,1984,0,"98042",47.39,-122.158,1930,9600 +"7237500530","20140709T000000",1.037e+006,4,3.5,4440,10660,"2",0,0,3,11,4440,0,2003,0,"98059",47.5294,-122.137,4390,9976 +"2207500880","20140728T000000",690000,3,1,1580,4000,"2",0,0,3,8,1580,0,1905,0,"98102",47.6363,-122.32,2190,4000 +"7937900220","20141009T000000",716500,5,2.75,3630,38461,"2",0,0,3,11,3630,0,2000,0,"98058",47.4289,-122.094,4440,50378 +"2767603615","20140903T000000",481000,2,2.25,1290,1137,"3",0,0,3,8,1290,0,2007,0,"98107",47.6718,-122.382,1290,1332 +"8121100325","20150419T000000",575000,4,2.75,1960,4635,"1",0,0,4,7,1000,960,1968,0,"98118",47.5693,-122.285,1830,6180 +"8712100720","20140815T000000",785000,3,2,2090,5015,"1.5",0,0,5,7,2090,0,1920,0,"98112",47.6378,-122.301,1930,4250 +"1223059081","20150325T000000",480000,3,1.75,1960,43995,"1",0,0,3,7,1960,0,1970,0,"98059",47.4915,-122.106,1960,42253 +"9323610180","20140819T000000",720000,3,2.25,2120,9297,"2",0,0,4,8,2120,0,1981,0,"98006",47.5561,-122.154,2620,10352 +"2722059275","20150512T000000",536000,3,2.75,2290,34548,"2",0,3,4,7,2290,0,1984,0,"98042",47.3691,-122.163,399,275299 +"1545800205","20140613T000000",324900,4,2.5,1880,7965,"2",0,0,3,7,1880,0,2000,0,"98038",47.3642,-122.052,1570,7584 +"4303200555","20140815T000000",265000,2,1,770,5160,"1",0,0,3,6,770,0,1943,0,"98106",47.5304,-122.356,920,5160 +"2267000730","20140701T000000",545000,3,2.5,1530,3210,"1.5",0,0,5,7,1010,520,1928,0,"98117",47.6913,-122.393,1330,4410 +"1926049154","20150115T000000",465000,2,1.5,1450,27075,"1",0,0,3,7,1450,0,1940,0,"98133",47.7281,-122.353,1890,10599 +"3300790540","20150109T000000",292500,3,2.25,1690,7320,"2",0,0,3,7,1690,0,1987,0,"98198",47.3889,-122.316,1520,7450 +"2652501215","20140702T000000",860000,4,1.75,1880,3720,"1.5",0,0,4,7,1880,0,1924,0,"98109",47.6431,-122.356,2090,4095 +"2426059124","20141216T000000",1.045e+006,4,3.25,4160,47480,"2",0,0,3,10,4160,0,1995,0,"98072",47.7266,-122.115,3400,40428 +"0164000237","20140612T000000",495000,4,2.5,2140,7245,"2",0,0,3,7,2140,0,2003,0,"98133",47.729,-122.35,2080,7875 +"1453602283","20150507T000000",342000,2,2,1320,1462,"3",0,0,3,7,1320,0,1997,0,"98125",47.7223,-122.29,1430,1650 +"8081650330","20140625T000000",320000,4,2.5,2000,10051,"2",0,0,3,7,2000,0,1997,0,"98038",47.3625,-122.025,2000,6686 +"3797000205","20140924T000000",444000,3,2,1460,2610,"2",0,0,3,8,1460,0,1987,0,"98103",47.6864,-122.345,1320,3000 +"8921000040","20140625T000000",804100,4,2.5,3070,8086,"2",0,0,3,10,3070,0,2005,0,"98059",47.5399,-122.16,3320,10738 +"6791100410","20140919T000000",432000,3,2.5,1660,15000,"1",0,0,4,7,1660,0,1970,0,"98075",47.5803,-122.05,2060,15015 +"7224000450","20141230T000000",230000,6,1.5,1810,4838,"1.5",0,0,4,5,1050,760,1905,0,"98055",47.4874,-122.202,1300,4838 +"3303980650","20140827T000000",935000,4,3.5,3510,11200,"2",0,0,3,11,3510,0,2001,0,"98059",47.5193,-122.15,3600,12124 +"7589200191","20140807T000000",634950,3,3,2180,2650,"1.5",0,0,5,8,1410,770,1930,0,"98117",47.6891,-122.375,1570,4820 +"9547200530","20150112T000000",780000,6,4,3300,5720,"1",0,0,3,8,1960,1340,1963,0,"98115",47.676,-122.309,2030,4080 +"8635751120","20140519T000000",611000,4,2.5,2460,4200,"2",0,0,3,8,2460,0,1998,0,"98074",47.6031,-122.021,2330,4200 +"1982201465","20141121T000000",475999,4,1.75,1880,4175,"1.5",0,0,3,7,1090,790,1944,0,"98107",47.6646,-122.364,1700,3758 +"8648700450","20141216T000000",565000,3,2,2290,9450,"1",0,0,3,9,1670,620,1979,0,"98008",47.5692,-122.1,2750,11700 +"3586501085","20140808T000000",630000,4,2.5,2290,26720,"2",0,0,3,8,2290,0,1977,0,"98177",47.7502,-122.374,2290,26720 +"7701990040","20140617T000000",840000,4,3.5,3860,18334,"2",0,0,3,10,3120,740,1996,0,"98077",47.7095,-122.075,3550,18334 +"3420069060","20141107T000000",790000,3,2.5,2640,432036,"1.5",0,3,3,10,2640,0,1996,0,"98022",47.1795,-122.036,1500,560617 +"1822069052","20140709T000000",450000,5,2.5,2850,209523,"1",0,0,4,7,1930,920,1925,1968,"98058",47.3939,-122.089,2220,209523 +"4385701285","20141223T000000",1.272e+006,4,3.25,3020,4000,"1.5",0,0,5,8,1920,1100,1927,0,"98112",47.6395,-122.279,2400,4000 +"2810600210","20150422T000000",520000,3,2,1510,3760,"1",0,0,5,7,930,580,1925,0,"98136",47.5425,-122.39,1510,3760 +"1624049170","20141017T000000",446800,4,2,2410,8712,"1",0,0,3,7,1260,1150,1958,0,"98144",47.5729,-122.302,2220,6038 +"0871001085","20150129T000000",652000,3,1,1470,6122,"1",0,0,3,8,1200,270,1948,0,"98199",47.6517,-122.406,2200,6122 +"4104500191","20140522T000000",1.17e+006,3,2.75,2890,12130,"2",0,3,4,10,2830,60,1987,0,"98033",47.6505,-122.203,2415,11538 +"0098030530","20140610T000000",745000,4,3.25,3490,7024,"2",0,0,3,10,3490,0,2006,0,"98075",47.5834,-121.972,3450,6866 +"1025049115","20140625T000000",594000,3,2.25,1270,1406,"2",0,0,3,8,1060,210,2014,0,"98105",47.6647,-122.284,1160,1327 +"9331800580","20150310T000000",257000,2,1,1000,3700,"1",0,0,3,6,800,200,1929,0,"98118",47.552,-122.29,1270,5000 +"9826701320","20140701T000000",485000,4,1.75,1430,4096,"2",0,0,3,7,1430,0,1900,0,"98122",47.604,-122.306,1640,3377 +"2426049079","20150506T000000",330000,3,1,1060,20040,"1",0,0,3,6,1060,0,1943,0,"98034",47.7281,-122.235,1768,10800 +"0204000175","20140731T000000",381000,3,2,1680,8946,"1",0,0,3,6,940,740,1996,0,"98053",47.6379,-121.966,1550,11625 +"0822039004","20140613T000000",849900,2,2,2280,641203,"2",0,0,3,9,2280,0,1990,0,"98070",47.4125,-122.455,2030,224334 +"3735900205","20150402T000000",793000,4,2.5,2450,4080,"1.5",0,0,4,8,1490,960,1930,0,"98115",47.6899,-122.319,2000,4080 +"0823000174","20140728T000000",920000,3,2.25,3650,5353,"2",0,4,4,7,2200,1450,1947,0,"98144",47.5949,-122.291,1950,4970 +"3300701575","20150422T000000",455000,2,1,830,4000,"1",0,0,4,6,830,0,1947,0,"98117",47.6909,-122.381,1420,4000 +"4128500210","20140513T000000",975000,4,2.5,3490,7494,"2",0,3,3,11,3490,0,2000,0,"98006",47.559,-122.127,3260,8437 +"1934800142","20141203T000000",375000,2,1.5,1050,1046,"2",0,0,3,8,960,90,2007,0,"98122",47.6028,-122.309,1470,1768 +"1189000205","20150311T000000",400000,2,2.5,1170,1811,"2",0,0,3,8,1170,0,2001,0,"98122",47.6132,-122.297,1250,3146 +"4040800120","20150211T000000",447000,3,1,1220,7200,"1",0,0,4,7,1220,0,1965,0,"98008",47.6218,-122.116,1320,7200 +"1238501099","20141031T000000",470000,3,1.75,1310,8600,"1",0,0,4,7,1310,0,1987,0,"98033",47.686,-122.185,2510,8515 +"6705870040","20141015T000000",665000,4,2.5,3130,7582,"2",0,0,3,8,3130,0,2004,0,"98075",47.577,-122.055,2990,6441 +"7340601063","20140903T000000",295500,3,1.75,1590,41550,"1.5",0,0,3,6,1290,300,1933,1989,"98168",47.4817,-122.28,2990,6464 +"7212660540","20150115T000000",200000,4,2.5,1720,8638,"2",0,0,3,8,1720,0,1994,0,"98003",47.2704,-122.313,1870,7455 +"1426079047","20140911T000000",620000,3,2.25,2520,212137,"2",0,0,3,9,1590,930,2005,0,"98019",47.7384,-121.878,2000,212137 +"6817800220","20140829T000000",434900,3,2,1520,11067,"1",0,0,3,7,1140,380,1983,0,"98074",47.6326,-122.033,1280,11371 +"1336800065","20150324T000000",1.328e+006,4,2.25,3260,4640,"2",0,0,5,9,2360,900,1907,0,"98112",47.6272,-122.312,3240,5800 +"9413900035","20150109T000000",1.65e+006,4,3.25,3910,7500,"2",0,0,3,10,3910,0,2006,0,"98033",47.6527,-122.198,2600,9235 +"9113200180","20140905T000000",852500,4,2.5,3480,6315,"2",0,0,3,9,2360,1120,2000,0,"98052",47.6841,-122.161,3620,5233 +"4215250220","20141209T000000",790000,3,2.5,3040,34670,"2",0,0,4,10,3040,0,1983,0,"98072",47.7565,-122.129,3480,35001 +"8563030330","20150313T000000",565000,4,1.75,2030,7350,"1",0,0,3,8,2030,0,1966,0,"98008",47.6274,-122.094,2000,7998 +"5634500688","20150325T000000",1.1275e+006,6,3.25,3870,24700,"2",0,0,3,10,2520,1350,1989,0,"98028",47.7517,-122.233,2360,30030 +"1657530450","20141222T000000",289950,3,2.5,1870,1436,"2",0,0,3,7,1870,0,2004,0,"98059",47.4899,-122.166,1720,1852 +"1624059219","20141105T000000",850000,2,2,2640,13939,"1",0,1,5,8,1640,1000,1963,0,"98006",47.5647,-122.165,2880,14810 +"7942600975","20140512T000000",505000,4,1.75,1940,4800,"1",0,0,5,7,1030,910,1922,0,"98122",47.6054,-122.314,1450,4800 +"8835200610","20141028T000000",372000,3,2.5,1710,5633,"2",0,0,3,7,1710,0,1981,0,"98034",47.7232,-122.161,1540,5000 +"7524200180","20141023T000000",207000,4,2,1690,7728,"1.5",0,0,4,7,1690,0,1967,0,"98198",47.3666,-122.318,1480,8009 +"5451100220","20140513T000000",780000,3,1.75,2340,10495,"1",0,0,4,8,2340,0,1967,0,"98040",47.5386,-122.226,3120,11068 +"4047200065","20140623T000000",400000,4,1.75,1700,20283,"1.5",0,0,3,7,1340,360,1965,0,"98019",47.7694,-121.903,1680,21369 +"3374900035","20150223T000000",440250,3,1.5,1850,8124,"1",0,0,4,7,1850,0,1948,0,"98177",47.7275,-122.359,1530,8123 +"7010700580","20150303T000000",585000,2,2,1370,7920,"1",0,0,3,8,950,420,1949,0,"98199",47.6589,-122.397,1370,4680 +"4139440360","20140918T000000",850000,4,2.5,2900,9972,"2",0,0,3,9,2900,0,1993,0,"98006",47.5536,-122.121,2901,8567 +"3126049154","20140925T000000",570000,3,3,2400,3192,"2",0,0,3,7,2400,0,1991,0,"98103",47.6963,-122.348,1360,3192 +"1331900410","20140620T000000",869000,4,3,3740,30884,"2",0,0,3,9,3060,680,1988,0,"98072",47.7505,-122.117,3240,37031 +"3432501395","20140924T000000",551000,4,2.75,2170,5988,"2",0,0,3,8,2170,0,2014,0,"98155",47.7484,-122.317,1170,8147 +"8945100530","20150313T000000",172380,3,1,970,8378,"1",0,0,4,6,970,0,1962,0,"98023",47.3078,-122.365,1050,8563 +"3121069038","20150326T000000",355000,3,2.5,2620,78843,"1",0,3,4,7,1310,1310,1964,0,"98092",47.2584,-122.093,2330,130244 +"4139440730","20150225T000000",728935,4,2.5,2980,10194,"2",0,0,3,9,2980,0,1993,0,"98006",47.5515,-122.12,2980,10053 +"9808640040","20150306T000000",850000,3,2.5,2340,1919,"2",0,2,4,9,2340,0,1981,0,"98033",47.6512,-122.203,2415,2166 +"0423059077","20141223T000000",515000,5,1.75,1880,48787,"2",0,0,3,6,1880,0,1922,0,"98059",47.5094,-122.165,1690,8401 +"8005100571","20141205T000000",215000,2,1,1480,5325,"1",0,0,4,7,1120,360,1925,0,"98022",47.2079,-121.993,1670,5800 +"9324320040","20140616T000000",220000,4,2.5,2240,9826,"1",0,0,4,7,1370,870,1988,0,"98023",47.314,-122.364,1980,9826 +"3825310970","20140724T000000",845000,4,2.5,2940,7675,"2",0,0,3,9,2940,0,2004,0,"98052",47.7054,-122.129,3120,6574 +"1930301540","20150223T000000",390000,1,1,710,4000,"1",0,0,4,6,610,100,1928,0,"98103",47.6562,-122.354,1440,4500 +"0723049158","20150313T000000",135000,4,1,1460,18599,"1.5",0,0,3,5,1460,0,1940,0,"98146",47.5006,-122.351,1320,8100 +"6116500366","20150401T000000",439000,3,1,1530,19007,"1",0,0,4,8,1290,240,1949,0,"98166",47.4508,-122.352,2090,20962 +"7954300330","20140708T000000",585000,4,2.5,2630,6185,"2",0,0,3,9,2630,0,1999,0,"98056",47.5229,-122.192,2720,6185 +"2346800180","20150309T000000",620000,5,1,2230,16800,"1.5",0,3,4,7,1700,530,1923,0,"98136",47.5161,-122.395,2730,18400 +"0452001475","20140902T000000",477000,3,1,960,3600,"1",0,0,4,7,960,0,1906,0,"98117",47.6758,-122.369,1580,5000 +"0952006783","20141014T000000",399500,2,1.5,1180,1722,"2",0,0,3,8,1180,0,2006,0,"98116",47.5626,-122.384,1490,1469 +"2013802060","20140927T000000",500000,2,1,1760,27332,"1",1,4,4,7,1300,460,1951,0,"98198",47.3799,-122.325,2590,16630 +"1787600209","20140909T000000",432500,3,2.5,1340,8867,"2",0,0,3,8,1340,0,1984,0,"98125",47.724,-122.327,1630,7287 +"9542100085","20141028T000000",940000,4,2.25,2800,18673,"1",0,0,5,9,1650,1150,1965,0,"98005",47.5893,-122.177,2800,15300 +"3025059124","20140828T000000",3.16875e+006,5,3.5,4330,11979,"1",0,4,3,12,2090,2240,2008,0,"98004",47.6251,-122.218,4320,12000 +"7504021490","20140512T000000",1.08e+006,3,2.5,3720,11610,"2",0,0,3,11,3720,0,1982,0,"98074",47.636,-122.049,3530,11877 +"8651440230","20140815T000000",229999,4,2,1670,5200,"1",0,0,4,7,1030,640,1977,0,"98042",47.3652,-122.09,1500,5200 +"1003400155","20140811T000000",233000,3,1,1100,7657,"1",0,0,3,7,1100,0,1955,0,"98188",47.4374,-122.285,1300,8000 +"7852190410","20140626T000000",600000,3,2.5,3240,8016,"2",0,0,3,8,2910,330,2004,0,"98065",47.5382,-121.877,2990,7561 +"2968801085","20150508T000000",334000,4,1.5,1680,7620,"1",0,0,4,7,1180,500,1965,0,"98166",47.4578,-122.351,1460,7620 +"7771300155","20140716T000000",332500,3,1,1030,8164,"1",0,0,4,7,1030,0,1950,0,"98133",47.7353,-122.334,1340,8164 +"9320870040","20140626T000000",249900,3,2.5,1630,7700,"1",0,0,3,7,1120,510,1978,0,"98031",47.3876,-122.211,1640,8160 +"0623049047","20141023T000000",310000,3,2,2610,12180,"1",0,0,3,7,1670,940,1918,0,"98146",47.5063,-122.346,1520,12180 +"9505100035","20141105T000000",200000,2,1,1250,8520,"1",0,0,3,6,1250,0,1928,0,"98126",47.5158,-122.378,1040,8520 +"8114000040","20140725T000000",310000,4,1.75,1480,11200,"1",0,0,4,7,1480,0,1969,0,"98059",47.5064,-122.141,1480,20310 +"0424000145","20140707T000000",230000,3,1,1390,6000,"1",0,0,3,5,1390,0,1954,0,"98056",47.4977,-122.175,1170,6000 +"7857003953","20141020T000000",420000,4,2.5,1940,5414,"2",0,0,3,8,1940,0,1997,0,"98108",47.5461,-122.299,2050,6307 +"3630110220","20141012T000000",785000,4,2.5,2960,4750,"2",0,0,3,9,2960,0,2005,0,"98029",47.5544,-121.993,2960,4750 +"0251500330","20141014T000000",1.775e+006,3,2.25,4320,19225,"1",0,0,4,10,2160,2160,1972,0,"98004",47.6368,-122.216,3430,18469 +"1900600040","20140507T000000",265000,5,1.5,1500,7112,"1",0,0,5,6,760,740,1920,0,"98166",47.4692,-122.35,1200,7112 +"6163901383","20140923T000000",295000,2,1,840,10465,"1",0,0,3,6,840,0,1951,0,"98155",47.755,-122.317,1320,8515 +"4054530210","20150218T000000",896000,4,2.5,3560,46644,"2",0,0,3,11,3560,0,1992,0,"98077",47.7268,-122.05,3520,50261 +"5088500210","20150112T000000",415000,4,2.75,2390,9968,"1",0,0,4,9,1390,1000,1989,0,"98038",47.3706,-122.056,2560,12385 +"0424500035","20150212T000000",250000,3,1.75,1200,5478,"1",0,0,5,6,1200,0,1955,0,"98056",47.4959,-122.174,1270,6855 +"6762700515","20150421T000000",1.475e+006,3,2.5,2570,5000,"2",0,0,3,11,2570,0,1984,0,"98102",47.6295,-122.32,1570,5000 +"1562200040","20150407T000000",635000,5,2.25,2180,6000,"1",0,0,4,8,1430,750,1966,0,"98007",47.6235,-122.143,2160,8800 +"3401700040","20150401T000000",905000,3,2.5,3450,48787,"2",0,0,3,10,3450,0,1987,0,"98072",47.739,-122.129,2810,41040 +"7202330610","20140721T000000",528000,3,2.5,2020,5613,"2",0,0,3,7,2020,0,2003,0,"98053",47.6835,-122.035,2020,4609 +"8835350230","20140825T000000",530000,3,2.5,2480,7480,"2",0,0,3,9,2480,0,1992,0,"98072",47.771,-122.166,2480,7480 +"4057300180","20140807T000000",310000,3,1.5,1140,3104,"2",0,0,3,7,1140,0,1988,0,"98029",47.5707,-122.018,1150,2981 +"1023059186","20150126T000000",252000,3,1,1530,9465,"1",0,0,4,7,1530,0,1960,0,"98059",47.4915,-122.151,1530,9465 +"6672500040","20140811T000000",334500,3,2,1700,8160,"1",0,0,3,7,1120,580,1961,0,"98133",47.74,-122.339,1740,8181 +"3265300410","20150506T000000",370000,3,1,2150,8480,"1",0,0,3,8,1610,540,1951,0,"98115",47.6996,-122.308,1620,5203 +"7549801565","20141219T000000",311000,3,2,1190,7840,"1.5",0,0,4,6,1190,0,1918,0,"98108",47.5531,-122.312,1460,3240 +"2114700040","20150414T000000",260000,3,2.75,1730,4131,"2",0,2,3,7,1480,250,1975,0,"98106",47.5327,-122.346,1570,4120 +"3375300360","20140701T000000",217500,3,1.75,1400,9546,"1",0,0,4,7,1400,0,1984,0,"98003",47.3179,-122.331,1660,8550 +"7237301010","20150218T000000",290000,3,2.5,2200,4240,"2",0,0,3,7,2200,0,2003,0,"98042",47.3715,-122.127,2200,4311 +"1245500691","20141007T000000",500000,3,1.5,960,4600,"1",0,0,3,6,960,0,1944,0,"98033",47.6937,-122.213,2230,9350 +"1604601225","20150420T000000",423500,3,2,1770,6000,"1",0,3,3,7,1100,670,1984,0,"98118",47.5644,-122.29,1300,3000 +"5411600180","20141224T000000",715000,4,2.5,2970,5722,"2",0,0,3,9,2970,0,2005,0,"98074",47.6134,-122.042,3940,4848 +"3331001115","20140728T000000",299000,3,2.5,1590,3121,"2",0,0,3,7,1590,0,1994,0,"98118",47.5515,-122.284,1090,4900 +"0011300120","20140630T000000",635000,3,2.5,3350,4007,"2",0,0,3,8,2550,800,2005,0,"98034",47.7277,-122.207,2340,4167 +"8691310040","20140826T000000",806000,4,2.5,3370,9629,"2",0,0,3,10,3370,0,1999,0,"98075",47.5896,-121.978,3360,10335 +"4307350450","20140531T000000",289950,3,2.5,1960,3480,"2",0,0,3,7,1960,0,2004,0,"98056",47.4802,-122.18,2560,3500 +"2460700650","20141010T000000",280000,3,1.75,1360,6603,"1",0,0,4,7,1360,0,1981,0,"98058",47.4619,-122.168,1770,7107 +"9558050450","20150330T000000",479950,3,2.5,2780,6000,"2",0,0,3,9,2780,0,2004,0,"98058",47.4569,-122.118,1940,3466 +"3793500730","20140627T000000",394000,4,2.5,3000,9793,"2",0,0,3,7,3000,0,2002,0,"98038",47.3655,-122.028,1890,7557 +"1026069061","20150129T000000",682000,4,2.5,3600,203425,"2",0,0,3,9,3400,200,1979,0,"98077",47.7597,-122.018,3150,202989 +"3797002160","20140724T000000",409950,2,1,990,3000,"1",0,0,4,6,990,0,1918,0,"98103",47.6839,-122.345,1120,3000 +"1251200155","20140911T000000",1e+006,4,3.5,2990,4200,"2",0,4,5,9,2000,990,1925,0,"98144",47.593,-122.289,2390,4200 +"4319200450","20150120T000000",436000,4,1,1200,6600,"1.5",0,2,3,7,1200,0,1908,0,"98136",47.5372,-122.382,1810,6600 +"2762600035","20140909T000000",279000,3,1,1530,15975,"1",0,0,3,7,970,560,1952,0,"98168",47.4766,-122.326,1540,15975 +"9269200150","20140715T000000",390000,1,1.75,1440,4920,"1",0,0,3,7,720,720,1923,0,"98126",47.534,-122.376,1440,4920 +"2623029003","20141216T000000",635000,3,1.75,1940,167125,"1",1,1,4,7,1480,460,1955,0,"98070",47.459,-122.504,1910,127195 +"0104560120","20140718T000000",304400,4,2.75,2140,8100,"2",0,0,4,7,2140,0,1990,0,"98023",47.3075,-122.359,1960,7002 +"7266200085","20150325T000000",780000,5,1.75,2330,3800,"1.5",0,0,3,7,1360,970,1927,0,"98115",47.6835,-122.308,2100,3800 +"2622029072","20141001T000000",520000,4,3.5,2734,210201,"2",0,0,5,8,2734,0,1974,0,"98070",47.3652,-122.504,2270,187308 +"5101406375","20150319T000000",580000,3,1.75,1950,10633,"1",0,0,3,7,1250,700,1978,0,"98125",47.7019,-122.313,1290,6380 +"2698200210","20140908T000000",274000,3,1.75,1440,7198,"1",0,0,3,7,990,450,1981,0,"98055",47.4333,-122.194,1550,7156 +"1328340120","20150209T000000",315000,3,2.25,1530,7906,"1",0,0,3,7,1150,380,1980,0,"98058",47.4418,-122.136,1460,7875 +"2380000040","20140806T000000",390000,4,1.75,1910,77574,"1",0,0,4,8,1910,0,1971,0,"98042",47.3932,-122.12,2130,37026 +"5490700085","20140911T000000",340000,5,2,1750,8220,"1",0,0,3,7,1750,0,1956,0,"98155",47.7694,-122.321,1210,6760 +"1226059101","20140701T000000",502000,3,2.25,1600,45613,"2",0,0,4,8,1600,0,1983,0,"98072",47.7523,-122.117,2320,43005 +"1081200360","20140806T000000",260000,3,1.75,1750,11180,"1",0,0,3,8,1750,0,1968,0,"98059",47.4713,-122.117,1730,11180 +"0148000450","20140530T000000",399000,2,1,940,4800,"1",0,0,4,6,940,0,1911,1955,"98116",47.5756,-122.414,980,5900 +"7831800395","20140515T000000",312500,2,1,880,6345,"1",0,0,3,7,880,0,1919,0,"98106",47.5341,-122.358,1440,6345 +"4024101395","20140513T000000",370000,3,1.75,1650,8254,"1",0,0,5,7,1060,590,1951,0,"98155",47.7596,-122.304,2280,9450 +"0686550040","20140619T000000",1.24e+006,4,3.5,3820,13224,"2",0,0,3,10,3280,540,1990,0,"98004",47.6005,-122.199,3340,9700 +"2337000150","20150220T000000",230000,3,1.5,1900,9630,"1",0,0,3,8,1900,0,1967,0,"98023",47.3352,-122.344,2010,9630 +"1068000559","20141003T000000",1.275e+006,4,1.75,3720,8448,"1",0,3,4,9,1960,1760,1947,0,"98199",47.6425,-122.406,2540,7064 +"7899800120","20140820T000000",294350,3,1,1410,5120,"1.5",0,0,3,6,1210,200,1925,0,"98106",47.5238,-122.355,1330,5120 +"0425000175","20141013T000000",208950,3,1,960,5700,"1",0,0,4,5,960,0,1956,0,"98056",47.4983,-122.172,960,5700 +"8682262260","20141106T000000",515000,2,1.75,1930,5570,"1",0,0,3,8,1930,0,2005,0,"98053",47.7173,-122.034,1810,5178 +"5608010650","20150408T000000",965000,4,2.5,3420,9575,"2",0,0,3,11,3420,0,1994,0,"98027",47.5527,-122.095,3310,8192 +"5350200870","20150326T000000",925000,4,2.75,3010,3400,"2",0,2,3,9,2240,770,1923,2009,"98122",47.6142,-122.284,1940,5080 +"1279300085","20150318T000000",654500,4,1,1780,5000,"1.5",0,0,3,8,1780,0,1947,0,"98115",47.6761,-122.297,2030,5000 +"1081300450","20140814T000000",364000,4,2.5,2080,11050,"1",0,0,4,8,2080,0,1969,0,"98059",47.472,-122.119,1850,11050 +"8698600395","20150324T000000",150000,2,1,1250,5208,"1",0,0,3,7,1050,200,1951,0,"98002",47.3063,-122.219,1030,5354 +"5381000072","20140514T000000",349950,5,3,2257,10117,"1",0,0,3,8,1363,894,2005,0,"98188",47.4524,-122.284,1540,10700 +"2877103111","20140825T000000",585000,3,1.5,1670,5000,"1.5",0,0,4,7,1670,0,1912,0,"98117",47.678,-122.36,1750,5000 +"2159800120","20150317T000000",801501,4,2.25,2250,13500,"2",0,0,4,9,2250,0,1980,0,"98007",47.621,-122.151,2730,13500 +"2724079061","20141010T000000",610000,3,1.75,1650,221720,"1",0,0,3,7,1650,0,1992,0,"98024",47.5297,-121.901,2520,221284 +"1843100610","20140521T000000",382000,5,2.25,2880,11965,"2",0,0,4,8,2880,0,1990,0,"98042",47.3734,-122.124,2370,10715 +"0120069003","20141201T000000",495000,4,3,3620,403693,"2",0,2,3,9,3620,0,1980,0,"98022",47.2527,-121.98,2230,148811 +"3226049401","20141103T000000",447500,3,1.75,1950,6504,"1",0,0,3,8,1530,420,1953,0,"98115",47.6934,-122.328,1660,6552 +"0259800610","20150220T000000",575000,4,2.5,2280,9491,"1",0,0,4,7,1290,990,1966,0,"98008",47.6297,-122.117,1560,8050 +"0635000145","20141007T000000",565000,2,1.75,1740,4736,"1.5",0,2,4,7,1040,700,1907,0,"98144",47.5994,-122.287,2020,4215 +"3764800540","20140522T000000",348580,3,1,1220,7876,"1",0,0,3,7,1220,0,1966,0,"98034",47.7317,-122.201,1340,7876 +"6672700120","20141016T000000",459000,4,1.75,2260,9703,"1",0,0,2,8,1660,600,1978,0,"98052",47.6622,-122.145,2390,8455 +"2126079124","20150402T000000",375000,4,2,1790,61419,"2",0,2,2,7,1790,0,1988,0,"98019",47.7216,-121.907,1790,62290 +"2331550120","20140904T000000",310000,4,2.5,2440,7093,"2",0,0,3,7,2440,0,1999,0,"98030",47.3817,-122.204,1860,6072 +"2190600243","20141118T000000",210000,3,1.5,1400,9600,"1",0,0,4,7,1400,0,1964,0,"98003",47.2878,-122.297,2210,15000 +"7853340330","20140911T000000",384205,3,2.75,1810,3292,"2",0,0,3,8,1810,0,2014,0,"98065",47.5164,-121.877,1810,2769 +"3185600040","20140522T000000",180000,2,1,1400,4500,"1",0,0,3,7,900,500,1922,0,"98055",47.4866,-122.219,1400,5500 +"3185600040","20141224T000000",310000,2,1,1400,4500,"1",0,0,3,7,900,500,1922,0,"98055",47.4866,-122.219,1400,5500 +"0253600180","20150203T000000",427500,4,2.5,2010,6294,"2",0,0,3,7,2010,0,2000,0,"98028",47.776,-122.24,1870,4394 +"7011201475","20140527T000000",780000,3,3,2520,2152,"1.5",0,0,3,8,1560,960,1925,2006,"98119",47.6363,-122.371,1140,2152 +"2525049266","20140821T000000",1.762e+006,3,2.25,3060,16000,"2",0,0,3,10,3060,0,1988,0,"98039",47.6189,-122.23,3510,13162 +"9542830540","20150303T000000",339950,4,2.5,2150,4000,"2",0,0,3,7,2150,0,2010,0,"98038",47.3655,-122.018,1610,4000 +"8965400210","20140701T000000",820000,3,2.25,2880,9750,"2",0,0,3,10,2880,0,1989,0,"98006",47.5575,-122.119,2920,11090 +"8682291970","20140924T000000",398000,2,2,1300,3865,"1",0,0,3,8,1300,0,2006,0,"98053",47.7193,-122.024,1350,4199 +"5561300540","20140602T000000",492000,3,1.75,2770,39927,"1",0,0,4,8,1580,1190,1978,0,"98027",47.4669,-122.003,2420,36384 +"2722049092","20150108T000000",240000,4,1.5,1780,14810,"1",0,0,4,8,1180,600,1950,0,"98032",47.3581,-122.288,1450,6728 +"5469502380","20140609T000000",599950,4,3.5,3730,15029,"2",0,2,3,10,2440,1290,1991,0,"98042",47.3804,-122.163,3440,14280 +"2023049218","20140716T000000",105500,2,1,930,7740,"1",0,0,1,5,930,0,1932,0,"98148",47.4611,-122.324,1620,8584 +"2023049218","20150316T000000",445000,2,1,930,7740,"1",0,0,1,5,930,0,1932,0,"98148",47.4611,-122.324,1620,8584 +"1920079103","20140911T000000",390500,2,1.75,1460,426450,"1",0,0,5,7,960,500,1966,0,"98022",47.2079,-121.967,1810,17350 +"7760400210","20150224T000000",255000,3,2,1310,8454,"1",0,0,3,7,1310,0,1994,0,"98042",47.3697,-122.075,1310,8454 +"8078390150","20140626T000000",675750,4,2.5,2770,10274,"2",0,0,3,9,2770,0,1989,0,"98029",47.5748,-122.018,2270,7210 +"3528900401","20140701T000000",1.64e+006,3,3.25,3140,5445,"2",0,3,4,10,2240,900,1913,0,"98109",47.6406,-122.347,2950,5250 +"5104520720","20140930T000000",353500,4,2.5,1770,9239,"2",0,0,3,7,1770,0,2004,0,"98038",47.3512,-122.006,2150,5450 +"8146100580","20141020T000000",765000,3,1,1220,7585,"1",0,0,4,7,1220,0,1954,0,"98004",47.6094,-122.194,1380,8918 +"7852020620","20150303T000000",563500,4,2.5,2190,4944,"2",0,0,3,8,2190,0,1999,0,"98065",47.5341,-121.866,2190,5108 +"5249803010","20150121T000000",439000,4,2,1800,5465,"1",0,0,3,7,900,900,1942,0,"98118",47.561,-122.272,1400,5400 +"5459500145","20140613T000000",975000,5,2.75,3100,10014,"1",0,2,4,9,1660,1440,1973,0,"98040",47.5734,-122.213,3230,10279 +"7853302110","20150406T000000",469900,3,2.5,2270,4399,"2",0,0,3,7,2270,0,2007,0,"98065",47.5415,-121.884,2060,4399 +"7304300905","20150423T000000",252000,3,1,1300,8184,"2",0,0,3,6,1300,0,1947,0,"98155",47.7469,-122.319,1120,8184 +"6119200085","20140612T000000",495000,3,2,1769,9300,"1",0,0,4,7,1769,0,1955,2009,"98166",47.441,-122.342,1870,10226 +"0622049106","20141202T000000",570000,6,2.5,3370,15625,"1",0,0,3,8,1770,1600,1964,0,"98166",47.4223,-122.343,2790,15681 +"1624049275","20140812T000000",327000,4,2.5,1630,5361,"2",0,0,3,7,1630,0,1999,0,"98144",47.5704,-122.294,1920,5046 +"5035300871","20141014T000000",898000,2,2.25,2470,7658,"1",0,0,4,8,1480,990,1954,0,"98199",47.653,-122.416,2070,7270 +"1329500120","20150109T000000",300000,4,2.5,2600,8572,"2",0,0,3,8,2600,0,2003,0,"98001",47.3155,-122.266,2170,5288 +"7504400620","20150413T000000",418500,3,2,1800,12440,"1",0,0,3,8,1220,580,1978,0,"98074",47.6254,-122.05,2460,12352 +"8029550180","20150325T000000",450000,4,2.5,2240,4616,"2",0,0,3,7,1840,400,2001,0,"98056",47.5118,-122.194,2260,5200 +"5072200040","20140502T000000",403000,3,2,1960,13100,"1",0,2,5,8,1650,310,1957,0,"98166",47.4419,-122.34,1960,10518 +"6141100330","20140612T000000",440000,3,1,1710,6556,"1.5",0,0,4,7,1200,510,1926,0,"98133",47.7185,-122.354,1410,6563 +"7131300063","20150429T000000",350000,4,1.75,2140,4959,"1",0,0,3,7,1080,1060,1965,0,"98118",47.5166,-122.266,1590,5250 +"2807100155","20140515T000000",240000,3,2,1400,6200,"1",0,0,3,6,700,700,1948,0,"98133",47.7634,-122.34,1410,7564 +"1819800286","20140616T000000",460000,2,1,890,2100,"1",0,0,4,6,760,130,1919,0,"98107",47.656,-122.359,1600,4250 +"2663000580","20140919T000000",825000,4,1,1820,4000,"2",0,0,3,8,1820,0,1923,0,"98102",47.6259,-122.321,2050,4000 +"7749500970","20150226T000000",267500,3,2.25,1860,12000,"1",0,0,4,7,1860,0,1976,0,"98092",47.2942,-122.19,1815,9604 +"3599600150","20140904T000000",201000,3,1,1220,22443,"1",0,0,4,7,1220,0,1972,0,"98001",47.2633,-122.245,1260,19950 +"7853310720","20140617T000000",479500,3,2.75,2300,4637,"2",0,0,3,8,2300,0,2008,0,"98065",47.5216,-121.878,2420,5699 +"4239410220","20150402T000000",210000,2,1,1520,4700,"2",0,0,4,7,1520,0,1978,0,"98092",47.3187,-122.182,1140,3906 +"9136103027","20140608T000000",445000,2,1,1440,3225,"1",0,0,3,7,960,480,1915,0,"98103",47.6653,-122.338,1160,3630 +"3432501415","20140714T000000",265000,3,1.75,1170,8148,"1",0,0,3,7,1170,0,1952,0,"98155",47.7479,-122.318,1200,8147 +"3432501415","20141111T000000",399000,3,1.75,1170,8148,"1",0,0,3,7,1170,0,1952,0,"98155",47.7479,-122.318,1200,8147 +"1026069044","20141010T000000",785000,4,2.25,3200,53357,"2",0,0,4,9,3200,0,1972,0,"98077",47.755,-122.035,2650,54014 +"1152600220","20140623T000000",831500,5,2.5,4470,35124,"2.5",0,0,3,11,4470,0,1984,0,"98072",47.7377,-122.084,4050,34118 +"9478500770","20150403T000000",360000,4,2.5,2570,4557,"2",0,0,3,7,2570,0,2009,0,"98042",47.367,-122.115,2200,4500 +"6388920410","20150423T000000",655000,3,2.5,2370,7916,"2",0,0,3,9,2370,0,1990,0,"98056",47.528,-122.171,2500,8221 +"3579800180","20150504T000000",449950,4,1.5,1800,10150,"1.5",0,0,4,7,1800,0,1958,0,"98034",47.7325,-122.242,1630,10660 +"8860300220","20150429T000000",612000,5,2.5,2300,7000,"1",0,0,3,8,1290,1010,1975,0,"98052",47.6875,-122.122,2080,7280 +"1823069287","20140729T000000",575000,3,2.5,3240,33661,"2",0,0,3,8,3240,0,2001,0,"98059",47.4785,-122.095,1870,43560 +"8854000410","20150212T000000",557000,3,2.5,2280,18241,"1",0,0,3,9,960,1320,1995,0,"98011",47.7453,-122.213,3100,12465 +"3344500183","20150128T000000",375000,4,1.75,1870,12500,"1",0,1,5,6,1030,840,1943,0,"98056",47.511,-122.197,2060,14141 +"2891400410","20150227T000000",369000,3,2.25,1820,99752,"1",0,0,4,7,1820,0,1969,0,"98092",47.2838,-122.006,1850,117612 +"7129800063","20150420T000000",330000,5,2.75,2390,6282,"1",0,0,4,7,1290,1100,1966,0,"98118",47.5149,-122.263,1690,5202 +"3179100220","20150427T000000",1.031e+006,4,1.75,2110,6708,"1",0,3,3,8,1410,700,1941,0,"98105",47.67,-122.274,2140,7006 +"1931300815","20150326T000000",550000,2,1,980,4800,"1",0,0,4,7,980,0,1910,0,"98103",47.6569,-122.348,1570,2640 +"6163900333","20141110T000000",338000,3,1.75,1250,7710,"1",0,0,4,7,1250,0,1947,0,"98155",47.7623,-122.317,1340,7710 +"4389201075","20140731T000000",1.9e+006,4,2.5,3680,13351,"2",0,2,5,9,3680,0,1946,1982,"98004",47.6154,-122.214,3410,11700 +"2122700120","20140820T000000",235000,3,1,2230,8163,"1",0,0,3,7,1230,1000,1966,0,"98118",47.5215,-122.275,2380,6874 +"2291401115","20141125T000000",349950,1,1,1230,9300,"1.5",0,0,4,6,1230,0,1918,0,"98133",47.7055,-122.348,1190,6820 +"7229100040","20140729T000000",300000,5,2.5,2093,10350,"1.5",0,0,5,7,2093,0,1963,0,"98058",47.4495,-122.17,1520,10350 +"3204800040","20141103T000000",431000,3,1.75,1660,12865,"1",0,0,5,7,1660,0,1967,0,"98056",47.5375,-122.175,1610,12400 +"8092700220","20150411T000000",280000,5,2.5,1630,20750,"1",0,0,4,7,1100,530,1975,0,"98042",47.3657,-122.113,1630,8640 +"7503800210","20150326T000000",295000,4,2.5,1677,7209,"2",0,0,3,7,1677,0,2011,0,"98023",47.2957,-122.357,2236,7209 +"2781250150","20150423T000000",445000,4,2.5,2990,6383,"2",0,0,3,7,2990,0,2003,0,"98038",47.3499,-122.027,2640,6454 +"2024089011","20140826T000000",550000,5,1,2150,262231,"1.5",0,0,3,7,2150,0,1900,2000,"98065",47.5519,-121.803,1460,46609 +"2427910040","20140826T000000",515000,4,2.5,2890,15067,"2",0,0,3,9,2890,0,2003,0,"98024",47.5666,-121.907,3090,15398 +"3123059107","20140520T000000",555000,3,2.5,3050,158558,"1",0,0,4,9,3050,0,1987,0,"98055",47.4326,-122.208,2960,31050 +"7211400506","20140908T000000",265000,3,2.5,1410,2500,"2",0,0,3,7,1410,0,2006,0,"98146",47.5132,-122.358,1290,5190 +"8129700085","20140924T000000",597000,4,2.5,2280,2432,"2",0,0,5,8,1520,760,1921,0,"98103",47.6605,-122.355,1690,2099 +"3271301175","20140815T000000",661000,2,1,1260,5800,"1",0,0,4,7,1260,0,1939,0,"98199",47.6501,-122.409,1830,5800 +"7203101970","20140715T000000",362764,3,2,1460,4350,"2",0,0,3,7,1460,0,2008,0,"98053",47.696,-122.026,1740,4622 +"1787600146","20140821T000000",427000,4,2.5,1600,14000,"1",0,0,3,8,1310,290,1950,0,"98125",47.7258,-122.326,1600,10200 +"5255200220","20141205T000000",405000,3,1.75,2020,8531,"1",0,0,3,7,2020,0,1965,0,"98011",47.7691,-122.199,1950,8449 +"0937000330","20141224T000000",157000,3,1.5,1170,11530,"1",0,0,3,7,1170,0,1960,0,"98198",47.4211,-122.29,1550,8605 +"0937000330","20150319T000000",246500,3,1.5,1170,11530,"1",0,0,3,7,1170,0,1960,0,"98198",47.4211,-122.29,1550,8605 +"6817800730","20150108T000000",386500,2,1.5,1280,11071,"1",0,0,3,7,850,430,1984,0,"98074",47.6351,-122.033,1280,10879 +"1898900040","20140606T000000",300000,4,2.5,2680,15508,"2",0,0,3,8,2680,0,1999,0,"98023",47.3025,-122.39,1960,15586 +"9264901510","20141107T000000",240000,3,1.75,1770,8571,"1",0,0,3,8,1270,500,1978,0,"98023",47.3109,-122.339,2120,7711 +"3343301490","20140909T000000",818500,5,3.5,4790,12957,"2",0,1,3,9,3110,1680,2005,0,"98006",47.5469,-122.194,2620,13538 +"1645000097","20140809T000000",249000,3,1.75,1300,8500,"1",0,0,4,7,1300,0,1964,0,"98022",47.209,-122.005,1410,7800 +"2923501020","20140929T000000",580000,4,2.25,2610,7700,"1",0,0,3,8,1700,910,1977,0,"98027",47.5659,-122.089,2260,8266 +"4139900180","20150420T000000",2.34e+006,4,2.5,4500,35200,"1",0,0,3,13,4500,0,1988,0,"98006",47.5477,-122.126,4760,35200 +"2621760360","20140926T000000",333000,4,2.5,2100,7366,"2",0,0,3,8,2100,0,1997,0,"98042",47.3703,-122.107,2060,7324 +"5702380730","20140823T000000",230000,2,2,1340,7605,"1",0,0,3,7,1340,0,1992,0,"98022",47.1936,-121.981,1670,7136 +"1604601855","20150213T000000",360500,3,1,970,6180,"1",0,3,3,6,970,0,1974,0,"98118",47.5658,-122.291,1120,4500 +"6777800150","20140722T000000",265000,3,1.75,2200,7200,"1",0,0,3,8,1270,930,1962,0,"98032",47.3745,-122.276,1800,8000 +"1563103040","20141025T000000",490000,2,1,990,5000,"1",0,0,3,7,990,0,1941,0,"98116",47.5666,-122.403,2250,6032 +"7550800736","20150506T000000",600000,2,1.75,1180,5000,"1",0,0,2,7,880,300,1925,0,"98107",47.6749,-122.398,1470,5000 +"1138000410","20140915T000000",307500,3,1,980,6530,"1",0,0,3,7,980,0,1969,0,"98034",47.7133,-122.213,1220,6723 +"7555220150","20141217T000000",670000,4,2.25,2370,9636,"1",0,0,3,8,1660,710,1976,0,"98033",47.6497,-122.194,2350,9588 +"3021059197","20141021T000000",247200,3,1.5,1910,10583,"1.5",0,0,4,7,1910,0,1922,1967,"98002",47.2782,-122.212,1770,9068 +"2923500230","20141216T000000",2.6e+006,4,4.5,5270,12195,"2",1,4,3,11,3400,1870,1979,0,"98027",47.5696,-122.09,3390,9905 +"4039500610","20140820T000000",440000,3,1.75,1430,8400,"1",0,0,4,7,1430,0,1961,0,"98008",47.6073,-122.127,1570,7800 +"3904910610","20150506T000000",700000,4,2.5,2490,7694,"2",0,0,3,8,2490,0,1987,0,"98029",47.567,-122.016,2140,8126 +"2489200230","20150311T000000",756100,4,2,2000,8317,"1.5",0,0,4,8,2000,0,1917,0,"98126",47.5394,-122.379,1390,6001 +"2600100180","20141020T000000",555000,4,2.75,2600,19275,"1",0,0,3,8,1620,980,1978,0,"98006",47.5523,-122.162,2230,10119 +"6909200355","20150424T000000",830000,5,3.5,2880,3750,"2",0,2,3,8,2270,610,2001,0,"98144",47.5905,-122.292,2060,4000 +"7575500040","20141212T000000",180000,3,1,1010,8863,"1",0,0,4,6,1010,0,1990,0,"98022",47.1955,-121.999,1090,8410 +"6192400180","20141006T000000",775000,5,3.5,3290,5600,"2",0,0,3,9,2670,620,2004,0,"98052",47.7056,-122.119,3130,5600 +"5125400385","20140805T000000",220000,4,1.75,1530,18400,"1.5",0,0,4,6,1530,0,1938,0,"98002",47.329,-122.219,1620,13535 +"7811100230","20140724T000000",650000,4,2.75,2020,15810,"1",0,0,4,9,1620,400,1967,0,"98005",47.5921,-122.155,2210,10160 +"6608500220","20141224T000000",410000,3,1.75,1340,9975,"1",0,0,4,7,1340,0,1961,0,"98033",47.7012,-122.169,1340,10050 +"0705730180","20141021T000000",339995,4,2.5,2180,5367,"2",0,0,3,7,2180,0,2000,0,"98038",47.3775,-122.022,2180,5130 +"4039700870","20150219T000000",1.16e+006,5,1.75,2870,9680,"1",0,4,5,9,1440,1430,1966,0,"98008",47.6122,-122.111,2940,9729 +"0238000201","20140723T000000",440000,3,2.75,2070,9697,"2",0,0,4,7,1330,740,1929,0,"98188",47.4327,-122.283,2000,14436 +"4365700330","20140730T000000",275000,2,1.75,930,7080,"1",0,0,3,6,930,0,1923,2006,"98106",47.5224,-122.36,1100,7680 +"4249000230","20140829T000000",766000,3,2.5,2270,9822,"2",0,0,3,9,2270,0,1988,0,"98052",47.6685,-122.137,2790,8089 +"1099750610","20140710T000000",231500,3,2.25,1630,7900,"1",0,0,4,7,1130,500,1973,0,"98023",47.3076,-122.377,1630,8200 +"3123089010","20141229T000000",472000,3,2,2770,89298,"2",0,0,3,9,2770,0,2004,0,"98045",47.4291,-121.842,2040,109771 +"9578050120","20140808T000000",1.325e+006,4,2.5,4010,37076,"2",0,0,4,12,4010,0,1990,0,"98052",47.7139,-122.106,4280,35326 +"1423049029","20150306T000000",265000,4,1.75,1970,8390,"1",0,0,3,7,1140,830,1955,0,"98178",47.4861,-122.251,1710,10890 +"1703900155","20141113T000000",325000,2,1,790,6000,"1",0,0,3,7,790,0,1948,0,"98118",47.5543,-122.273,960,6000 +"1397300120","20140729T000000",364500,3,1.75,1740,8424,"1",0,0,5,7,1040,700,1954,0,"98133",47.7508,-122.352,1370,8424 +"7304301085","20150129T000000",322500,2,1,1130,8184,"1",0,0,3,6,1130,0,1947,0,"98155",47.7473,-122.32,1010,8184 +"0603001020","20150416T000000",338900,3,1.75,1180,4000,"1",0,0,3,7,1040,140,1929,0,"98118",47.5226,-122.284,1430,4000 +"5332200530","20140613T000000",910000,5,2.5,2350,4000,"2",0,0,3,9,2350,0,1993,0,"98112",47.6265,-122.296,1840,4000 +"5332200530","20150424T000000",1.015e+006,5,2.5,2350,4000,"2",0,0,3,9,2350,0,1993,0,"98112",47.6265,-122.296,1840,4000 +"4475800065","20140613T000000",459950,3,1.75,1850,6869,"1",0,2,5,6,1100,750,1919,1934,"98166",47.4648,-122.363,1850,10096 +"4305500180","20141014T000000",584950,4,3,3220,6224,"1.5",0,0,3,9,3220,0,2009,0,"98059",47.4813,-122.129,2950,6224 +"9269750220","20141223T000000",252000,3,1.75,2050,11313,"1",0,0,3,7,1520,530,1987,0,"98023",47.2837,-122.358,1620,8065 +"6802210330","20150429T000000",270000,3,2.5,1430,8470,"1",0,0,3,7,1190,240,1992,0,"98022",47.1943,-121.991,1670,8418 +"0098020220","20141030T000000",750000,4,2.5,3210,8938,"2",0,0,3,10,3210,0,2005,0,"98075",47.582,-121.971,3740,8108 +"6837700175","20141201T000000",775000,3,1.75,3520,12350,"1",0,4,4,8,1530,1990,1960,0,"98116",47.5837,-122.382,2140,7800 +"1895450230","20150218T000000",325000,3,2.5,2260,8120,"2",0,0,3,8,2260,0,2004,0,"98023",47.2924,-122.357,2250,7784 +"1853080180","20141026T000000",810000,5,3.25,3290,6422,"2",0,0,3,9,3290,0,2012,0,"98074",47.5933,-122.061,3210,6891 +"3582750120","20140715T000000",409000,2,2.25,1640,2128,"2",0,0,4,8,1640,0,1974,0,"98028",47.753,-122.252,1640,2128 +"3319500385","20140616T000000",400000,4,1.75,1580,5340,"1",0,0,3,7,1130,450,1947,0,"98144",47.6003,-122.306,830,980 +"2783100230","20150512T000000",530000,4,2.25,1940,8270,"2",0,0,5,7,1940,0,1962,0,"98133",47.7567,-122.333,1800,7743 +"1238501098","20150313T000000",580000,3,2.25,1580,8506,"2",0,0,3,7,1580,0,1987,0,"98033",47.686,-122.185,2253,8515 +"8562900180","20140509T000000",491300,3,1.75,1750,11340,"1",0,1,4,7,1300,450,1987,0,"98074",47.6099,-122.058,2310,11340 +"7140200450","20141231T000000",272000,4,2.75,1810,7350,"1",0,0,4,7,1200,610,1980,0,"98030",47.3703,-122.171,1750,7350 +"0220069106","20150401T000000",599950,3,2.5,1970,106722,"1",0,4,3,9,1970,0,1985,0,"98022",47.2498,-122.003,2910,101494 +"3905040040","20150226T000000",464000,3,2.5,1770,5146,"2",0,0,3,8,1770,0,1992,0,"98029",47.5704,-121.999,1870,5146 +"3797000330","20140623T000000",471001,3,1.75,1800,6000,"1",0,0,5,7,900,900,1905,0,"98103",47.6867,-122.349,1800,3000 +"6669150530","20141117T000000",230000,3,1.5,1500,11616,"1",0,0,3,7,1100,400,1980,0,"98031",47.4062,-122.174,1830,8288 +"3298200620","20140714T000000",358000,3,1,940,6695,"1",0,0,4,6,940,0,1959,0,"98008",47.6195,-122.12,1230,7400 +"8024202170","20140820T000000",510000,3,2.25,2340,6183,"1",0,0,3,7,1210,1130,1929,0,"98115",47.6979,-122.31,1970,6183 +"1788900230","20140722T000000",86500,3,1,840,9480,"1",0,0,3,6,840,0,1960,0,"98023",47.3277,-122.341,840,9420 +"1788900230","20150403T000000",199950,3,1,840,9480,"1",0,0,3,6,840,0,1960,0,"98023",47.3277,-122.341,840,9420 +"3220200040","20140616T000000",1.7125e+006,3,3.25,2940,5432,"3",0,3,4,10,2440,500,1978,0,"98109",47.6299,-122.354,4400,5500 +"7645900355","20150313T000000",850000,3,2.75,3180,3680,"2",0,0,4,9,2190,990,1918,0,"98126",47.577,-122.38,2000,3680 +"0458000065","20140923T000000",542000,4,2.5,2020,3440,"1.5",0,0,4,7,1480,540,1928,0,"98117",47.6885,-122.376,1520,5080 +"0123039604","20140701T000000",102500,2,1,820,4320,"1",0,0,3,5,820,0,1937,0,"98106",47.514,-122.359,780,7424 +"1223089077","20150401T000000",718000,3,1.75,4060,136290,"1",0,0,3,8,2810,1250,1995,0,"98045",47.4843,-121.719,1300,51836 +"4039800180","20141222T000000",625000,4,2.25,2660,22194,"1",0,0,4,8,2180,480,1977,0,"98008",47.6142,-122.107,2660,18135 +"7304301005","20140523T000000",350000,3,1,1010,11244,"1",0,0,4,7,1010,0,1947,0,"98155",47.7467,-122.321,1220,11242 +"7899800915","20150209T000000",216000,2,1,710,5120,"1",0,0,3,6,710,0,1918,0,"98106",47.5224,-122.357,1150,1252 +"0164000271","20140905T000000",340000,3,1,980,7228,"1.5",0,0,3,7,980,0,1946,0,"98133",47.7294,-122.353,1070,7228 +"7010700976","20141114T000000",505000,3,1,1100,5400,"1.5",0,0,3,7,1100,0,1908,0,"98199",47.6604,-122.396,1770,4400 +"6699300330","20150513T000000",372000,5,2.5,2840,6010,"2",0,0,3,8,2840,0,2003,0,"98001",47.3161,-122.27,2740,5509 +"8732020770","20140904T000000",263850,4,2.25,2300,7524,"2",0,0,4,8,2300,0,1978,0,"98023",47.313,-122.388,2270,8025 +"1795800040","20140903T000000",1.35e+006,4,3.25,5370,20388,"2",0,4,4,11,5370,0,1990,0,"98198",47.405,-122.331,2770,22270 +"5104450720","20141119T000000",325000,4,2.5,2280,9899,"2",0,0,3,8,2280,0,1987,0,"98058",47.461,-122.148,1970,9451 +"2113200065","20141027T000000",289000,2,1,1010,7740,"1",0,0,3,6,890,120,1924,0,"98106",47.5323,-122.355,1030,6000 +"4027700799","20150226T000000",364000,3,2.25,1420,6600,"1",0,0,3,7,1160,260,1987,0,"98028",47.77,-122.265,1920,7902 +"3902310210","20140822T000000",610000,4,2.5,2100,8800,"1",0,0,5,8,1250,850,1980,0,"98033",47.6909,-122.186,2100,9000 +"9283800230","20140625T000000",531500,4,2.75,3110,49765,"1",0,0,4,8,3110,0,1958,1972,"98010",47.3343,-122.044,1880,19709 +"0114100234","20150430T000000",402500,3,2.25,2160,9540,"2",0,0,3,8,2160,0,1979,0,"98028",47.7668,-122.243,1720,12593 +"7625703065","20140604T000000",375000,2,1,820,6250,"1",0,0,4,5,820,0,1922,0,"98136",47.5479,-122.384,1300,6250 +"0427000065","20150126T000000",537500,5,2.5,4340,9108,"1",0,0,5,8,2170,2170,1979,0,"98118",47.5384,-122.276,2030,6812 +"7844200040","20140731T000000",375000,3,1.75,2100,9066,"1",0,0,3,8,1440,660,1962,0,"98188",47.4294,-122.292,2000,9132 +"9315300230","20140820T000000",293550,4,1.75,1250,8840,"1",0,0,4,7,910,340,1979,0,"98198",47.4138,-122.317,1410,8378 +"1774200230","20150120T000000",585000,6,3,3870,43787,"2",0,0,3,8,2700,1170,1976,0,"98077",47.7642,-122.098,2600,35381 +"2781250530","20140812T000000",225000,2,2.5,1360,2693,"2",0,0,3,6,1360,0,2003,0,"98038",47.3492,-122.025,1360,2693 +"7796600085","20150108T000000",185000,4,1,1400,8684,"1.5",0,0,3,7,1400,0,1957,0,"98146",47.4887,-122.344,1520,8712 +"3205400150","20140617T000000",402000,3,1.5,1450,7375,"1",0,0,3,7,1010,440,1968,0,"98034",47.7212,-122.179,1350,7440 +"2207200455","20150409T000000",585000,5,1.75,1880,16617,"1",0,0,3,7,960,920,1963,0,"98007",47.6003,-122.132,1720,8400 +"9523100458","20140617T000000",549000,2,2.5,1380,953,"3",0,0,3,9,1380,0,2006,0,"98103",47.6654,-122.355,1430,3400 +"5035300325","20150414T000000",1.81e+006,3,2.25,2910,15626,"1.5",0,0,4,9,2510,400,1923,0,"98199",47.6534,-122.412,2370,6519 +"3840700593","20150406T000000",345000,3,1.75,1380,10529,"1",0,0,3,7,1380,0,1967,0,"98034",47.7119,-122.233,1670,5694 +"1683800120","20141117T000000",302500,3,2.25,3100,11985,"1",0,0,4,7,1790,1310,1963,0,"98198",47.3825,-122.31,1770,7954 +"2722059183","20141014T000000",218500,4,1.75,1400,25500,"1",0,0,4,7,1400,0,1964,0,"98042",47.36,-122.164,2170,25500 +"4083305870","20141001T000000",705000,2,2,1650,6840,"1.5",0,0,5,7,1650,0,1916,0,"98103",47.6512,-122.338,1700,4560 +"8651400730","20150428T000000",191000,3,1,840,5525,"1",0,0,5,6,840,0,1969,0,"98042",47.3607,-122.085,920,5330 +"7302000120","20140610T000000",695000,3,2.5,2550,45254,"2",0,0,3,9,2550,0,2001,0,"98053",47.6498,-121.964,2190,49222 +"0797000258","20150402T000000",350000,2,2.75,2820,11770,"2",0,0,3,7,1630,1190,1947,0,"98168",47.5102,-122.324,1690,12500 +"9100000040","20140807T000000",480000,3,1.75,1710,4080,"1",0,0,4,7,1130,580,1979,0,"98136",47.5563,-122.392,1200,4080 +"8651441520","20150302T000000",220000,3,1,820,5200,"1",0,0,4,6,820,0,1977,0,"98042",47.363,-122.094,1120,5200 +"6843310120","20141029T000000",535000,4,2.25,2620,33578,"2",0,0,3,7,2620,0,1977,0,"98075",47.5921,-122.013,2520,35160 +"3585900150","20140519T000000",1e+006,2,1.75,2430,23400,"1",0,4,3,10,2430,0,1951,0,"98177",47.7616,-122.372,3150,23600 +"9144100206","20141125T000000",592000,3,1.75,1560,7424,"1",0,0,5,8,1560,0,1940,0,"98117",47.6981,-122.374,1370,7424 +"2871000360","20141124T000000",775000,4,2.5,3060,6826,"2",0,0,3,9,3060,0,2004,0,"98052",47.7006,-122.112,3110,6932 +"4307330120","20140917T000000",320000,3,2.5,1680,4584,"2",0,0,3,7,1680,0,2003,0,"98056",47.4794,-122.182,2160,4621 +"6117900120","20150317T000000",760000,3,3.25,3320,15022,"2",0,0,3,10,3320,0,1989,0,"98166",47.429,-122.341,3430,15018 +"1939120540","20140722T000000",640000,3,2.5,2390,8315,"2",0,0,4,9,2390,0,1990,0,"98074",47.6271,-122.028,2370,7816 +"0421000455","20150502T000000",253200,3,1,1360,5840,"1",0,0,4,5,1360,0,1953,0,"98056",47.4945,-122.166,1250,6708 +"6600790210","20140716T000000",228000,2,1,1800,9236,"1",0,0,3,7,1800,0,1954,0,"98030",47.3792,-122.198,1730,5701 +"1771000540","20141104T000000",325000,3,1,1160,9525,"1",0,0,4,7,1160,0,1968,0,"98077",47.7431,-122.073,1160,10640 +"5561300730","20140605T000000",530000,4,3.25,4160,35654,"2",0,0,3,8,2760,1400,1973,0,"98027",47.4683,-122.008,2500,35675 +"9542830210","20150211T000000",300000,4,2.25,1660,3200,"2",0,0,3,7,1660,0,2011,0,"98038",47.3666,-122.019,1960,3558 +"0263000155","20140505T000000",418000,3,2,1410,6030,"1.5",0,0,4,7,1410,0,1930,0,"98103",47.6994,-122.347,1410,6300 +"4058801575","20141217T000000",415000,4,1.75,2230,9625,"1",0,4,3,8,1180,1050,1955,0,"98178",47.508,-122.244,2300,8211 +"7852150120","20140520T000000",384000,3,2.5,1700,4000,"2",0,0,3,7,1700,0,2003,0,"98065",47.5327,-121.871,1700,4417 +"2095500040","20140613T000000",325000,3,2.5,2070,8337,"2",0,0,3,8,2070,0,1997,0,"98030",47.3658,-122.176,2030,7248 +"8832900120","20141222T000000",600000,3,1.75,2300,12682,"1",0,2,3,8,2300,0,1955,0,"98028",47.7588,-122.27,2720,14643 +"9542850580","20141010T000000",760000,4,2.25,3040,9690,"1",0,0,4,9,1940,1100,1978,0,"98005",47.5923,-122.169,2430,9690 +"3530430155","20140530T000000",168000,2,1.5,1220,3568,"1.5",0,0,4,8,1220,0,1976,0,"98198",47.3804,-122.318,1180,3678 +"2225039081","20141020T000000",405000,3,1,960,3960,"1",0,0,3,7,960,0,1943,0,"98199",47.6465,-122.404,1550,6050 +"7923300230","20150504T000000",479000,3,1,1480,10094,"1",0,0,4,7,1480,0,1956,0,"98007",47.5942,-122.136,1430,10083 +"8021701115","20140826T000000",549000,3,2,1560,5130,"1",0,0,5,7,1150,410,1915,0,"98103",47.6913,-122.333,1560,4500 +"5515600087","20141209T000000",215000,3,1.5,1100,33600,"1",0,0,3,7,1100,0,1967,0,"98001",47.3185,-122.29,1570,32700 +"0952006680","20150129T000000",550000,2,1.5,900,5750,"1",0,2,3,7,900,0,1940,0,"98116",47.5623,-122.384,1300,1413 +"6411600043","20140702T000000",389000,4,1.75,2400,7700,"1.5",0,0,4,7,1500,900,1927,0,"98133",47.7125,-122.332,1530,7700 +"1523089266","20140722T000000",447500,3,2.5,2320,15024,"2",0,0,3,8,2320,0,1990,0,"98045",47.4829,-121.766,2300,15145 +"0866400040","20141013T000000",540000,5,3,2570,5590,"1",0,0,3,8,1580,990,2009,0,"98034",47.7271,-122.228,2020,10500 +"8092500150","20150428T000000",273500,4,2.75,1300,9638,"1",0,0,2,7,1300,0,1983,0,"98042",47.3683,-122.109,1670,9638 +"5637200450","20141017T000000",257000,5,2.75,2930,10148,"2",0,0,3,9,2930,0,2002,0,"98059",47.4887,-122.145,2930,8425 +"5126400230","20140524T000000",199000,2,1,720,7200,"1",0,0,5,6,720,0,1943,0,"98058",47.4763,-122.177,970,8027 +"7137950720","20150304T000000",339100,4,2.5,2350,10655,"2",0,0,3,8,2350,0,1992,0,"98092",47.3284,-122.171,2210,7028 +"1473120230","20141223T000000",435000,4,2.5,2940,7590,"2",0,0,3,9,2940,0,1991,0,"98058",47.4341,-122.16,2550,8360 +"1604600085","20140711T000000",400000,3,2.5,2020,3000,"1",0,0,4,6,1010,1010,1910,0,"98118",47.5621,-122.291,1670,3000 +"0123079023","20141124T000000",356000,2,1,1430,365904,"1",0,0,3,7,1010,420,1991,0,"98065",47.513,-121.857,2300,253519 +"0705000120","20150406T000000",395000,3,1,950,6951,"1",0,0,4,7,950,0,1950,0,"98125",47.7263,-122.3,1410,7200 +"1930300410","20150304T000000",575000,2,1,1250,4320,"1",0,0,4,7,850,400,1911,0,"98103",47.6549,-122.352,1520,4320 +"9393700065","20150423T000000",515000,3,1.75,1300,5120,"1.5",0,0,4,6,1300,0,1925,0,"98116",47.5589,-122.394,1090,5124 +"6814600355","20140619T000000",618250,4,3.25,2520,3360,"1.5",0,0,4,8,1550,970,1931,0,"98115",47.6801,-122.315,1730,3360 +"9477100620","20150219T000000",245000,3,1.5,1330,7125,"2",0,0,3,7,1330,0,1968,0,"98034",47.7308,-122.194,1570,7350 +"6788203060","20141010T000000",690000,3,2.75,2480,3240,"1.5",0,0,3,9,1890,590,1929,0,"98112",47.6399,-122.311,2160,3240 +"5706200360","20141106T000000",465000,5,2.25,3020,10010,"1",0,0,3,7,1510,1510,1959,0,"98027",47.5249,-122.044,1760,10878 +"8732130730","20141120T000000",280000,3,1.75,1770,8240,"1",0,0,4,7,1240,530,1978,0,"98023",47.3066,-122.378,2060,8250 +"4202400395","20150316T000000",285000,3,1.75,1930,6533,"1",0,0,3,7,1230,700,1960,0,"98055",47.4883,-122.221,2030,5954 +"0705700210","20150316T000000",320000,3,2.25,1650,7047,"2",0,0,3,7,1650,0,1994,0,"98038",47.3826,-122.027,2010,7763 +"2817100040","20150213T000000",355000,4,3,2580,9601,"2",0,0,4,7,2130,450,1992,0,"98070",47.3726,-122.433,1900,10092 +"0686300880","20150427T000000",670000,3,2,2570,10078,"1.5",0,0,3,8,2570,0,1965,0,"98008",47.6275,-122.12,2660,8013 +"8122100355","20140924T000000",550000,1,1,2880,7560,"1",0,0,3,7,1440,1440,1925,2014,"98126",47.537,-122.375,1400,5040 +"3797000145","20141015T000000",765000,4,2.75,2660,4500,"1.5",0,0,5,8,1860,800,1909,0,"98103",47.6864,-122.347,1830,4000 +"1704900180","20141030T000000",430000,3,1,1560,5225,"1.5",0,0,3,7,1260,300,1927,0,"98118",47.5554,-122.279,1560,5322 +"9241900150","20140827T000000",950000,3,2.5,3080,8448,"2",0,2,3,9,3080,0,2000,0,"98199",47.6469,-122.389,2500,6400 +"5249803185","20141015T000000",525000,4,1.75,2540,7200,"1",0,0,4,7,1270,1270,1947,0,"98118",47.5579,-122.271,1650,7200 +"1598600209","20141020T000000",300000,6,2.5,3080,8163,"1",0,0,3,7,1580,1500,1985,0,"98030",47.3859,-122.221,1850,8658 +"3260810580","20150417T000000",345000,3,2.75,2190,7258,"2",0,0,3,8,2190,0,2000,0,"98003",47.3486,-122.301,2190,8645 +"2423059060","20150420T000000",838000,3,3.75,2930,150945,"2",0,0,3,8,2930,0,1972,2000,"98058",47.4658,-122.115,2070,43935 +"5461300150","20141211T000000",1.795e+006,5,2.75,2880,20274,"1",0,3,4,9,1660,1220,1959,0,"98004",47.6267,-122.222,3750,20220 +"3422059010","20150327T000000",390000,3,1.75,2160,98445,"2",0,0,3,8,2160,0,1978,0,"98042",47.35,-122.162,2004,44431 +"6795100330","20140625T000000",1.15e+006,3,2,2110,18815,"2",0,0,5,7,2110,0,1979,0,"98075",47.5836,-122.042,2690,21010 +"1776420150","20140723T000000",295000,4,2.25,1830,5720,"2",0,0,3,7,1830,0,2003,0,"98030",47.3604,-122.179,1960,5754 +"3735900770","20141017T000000",775000,4,4,3180,7650,"2",0,0,3,8,2530,650,1920,0,"98115",47.6887,-122.319,2000,4080 +"4123840210","20150318T000000",380000,3,2.5,1880,6047,"2",0,0,3,8,1880,0,1993,0,"98038",47.3722,-122.044,2120,7188 +"5076700145","20150427T000000",550000,3,1,1140,8180,"1",0,0,3,7,1140,0,1959,0,"98005",47.5851,-122.172,1510,8588 +"2482500040","20140717T000000",199900,5,1.75,1798,11232,"1",0,0,3,7,1798,0,1967,0,"98001",47.3266,-122.291,1300,15582 +"2589300065","20140916T000000",329900,3,1.75,1670,5209,"1.5",0,0,5,7,1670,0,1908,0,"98118",47.5362,-122.271,1990,4960 +"2332700081","20140901T000000",898000,3,2.25,2580,11060,"1",0,0,3,8,2580,0,1964,0,"98005",47.6113,-122.164,2580,13868 +"9201000610","20140603T000000",875000,4,2.25,3720,12384,"1",0,2,5,8,1860,1860,1970,0,"98075",47.5836,-122.074,3180,15541 +"2822049254","20140516T000000",375000,4,2.5,2790,7956,"2",0,0,3,9,2790,0,2005,0,"98198",47.3681,-122.31,1660,8192 +"2310110120","20140808T000000",365000,3,2.5,2190,5091,"2",0,0,3,8,2190,0,2004,0,"98038",47.3506,-122.039,2200,5948 +"2887700995","20140508T000000",530000,4,2.75,2280,2850,"1.5",0,0,4,7,1540,740,1930,0,"98115",47.6871,-122.307,1680,3800 +"8651410120","20150318T000000",225500,3,1,1100,5200,"1",0,0,4,6,1100,0,1969,0,"98042",47.3643,-122.081,920,5200 +"7399000580","20141117T000000",318000,4,2.25,2180,7000,"1",0,0,3,8,1680,500,1969,0,"98055",47.4651,-122.192,2000,8000 +"7524950210","20150401T000000",910000,4,2.5,2770,9798,"2",0,0,4,9,2770,0,1986,0,"98027",47.562,-122.081,3040,11100 +"1021049057","20141008T000000",207000,3,1,1980,18730,"1",0,0,4,7,1280,700,1943,0,"98001",47.3221,-122.282,1356,9450 +"0824059042","20140530T000000",1.8867e+006,5,3.5,4180,17935,"2",0,0,3,11,4180,0,2004,0,"98004",47.5873,-122.202,2950,13760 +"7525410120","20140905T000000",624500,6,3,3030,31920,"1",0,0,4,8,1670,1360,1980,0,"98075",47.575,-122.033,2890,35100 +"2770600841","20140604T000000",640000,3,2.5,1690,1553,"2.5",0,0,3,8,1690,0,2007,0,"98199",47.6443,-122.385,1910,1553 +"2423069164","20150410T000000",500000,3,2,1990,65340,"2",0,0,3,8,1990,0,1986,0,"98027",47.4726,-121.99,2120,59241 +"3876000120","20150304T000000",390000,5,1.75,2250,8970,"1",0,0,4,7,1500,750,1966,0,"98034",47.7217,-122.188,1940,8710 +"3705000120","20140729T000000",284000,3,2.25,2080,2050,"1.5",0,0,3,7,1550,530,2003,0,"98042",47.4199,-122.157,2080,2275 +"0323069158","20140626T000000",620000,3,2,2460,41343,"1",0,0,4,8,2460,0,1988,0,"98027",47.5142,-122.021,2500,53885 +"6669240230","20150317T000000",306000,3,2.5,2588,5702,"2",0,0,3,8,2588,0,2008,0,"98042",47.3453,-122.151,2403,5703 +"7504400120","20140919T000000",495000,4,1.75,2570,12039,"1",0,0,3,8,1910,660,1978,0,"98074",47.626,-122.048,2200,12384 +"1038000040","20140605T000000",499950,3,2.5,2370,12753,"2",0,0,3,7,2370,0,2001,0,"98019",47.7359,-121.984,2280,16808 +"9238450330","20141110T000000",330000,3,1,1070,10563,"1",0,0,3,7,1070,0,1969,0,"98072",47.7687,-122.166,1840,9638 +"1982200330","20140513T000000",665000,3,2,1940,5820,"1.5",0,0,5,7,1150,790,1944,0,"98107",47.6638,-122.362,990,3880 +"1732800175","20140630T000000",850000,3,2.5,2650,2387,"2",0,0,3,8,1830,820,1920,0,"98119",47.6315,-122.362,1870,2216 +"8078350220","20140911T000000",599950,4,2.5,2290,6318,"2",0,0,4,8,2290,0,1988,0,"98029",47.57,-122.02,2150,7350 +"3990200065","20141022T000000",360000,4,2.5,2050,9143,"2",0,0,3,8,2050,0,1992,0,"98166",47.4597,-122.355,1510,9484 +"3825311210","20140827T000000",699000,3,2.5,2680,5497,"2",0,0,3,9,2680,0,2001,0,"98052",47.7043,-122.128,2780,5497 +"1862400087","20150313T000000",475000,3,1.75,1520,8100,"1",0,0,5,6,760,760,1945,0,"98117",47.6966,-122.375,1040,8100 +"3522029124","20141203T000000",575000,3,2,2690,435600,"2",0,0,3,8,2690,0,1992,0,"98070",47.3477,-122.519,1700,163350 +"1250200418","20140527T000000",345000,2,1.5,1180,844,"2",0,0,3,7,990,190,2005,0,"98144",47.5998,-122.3,1170,1400 +"7967900150","20150430T000000",367950,4,2.5,3030,9500,"2",0,0,3,8,3030,0,1989,0,"98001",47.3511,-122.287,2650,9500 +"5631501073","20140625T000000",374500,3,2.25,1400,11400,"2",0,0,3,8,1400,0,1984,0,"98028",47.7428,-122.231,2180,9248 +"2826049197","20140804T000000",607500,4,2.5,3000,8100,"2",0,0,3,8,3000,0,1992,0,"98125",47.7151,-122.305,1550,8100 +"1775920210","20140530T000000",374000,3,1,1200,9800,"1",0,0,4,7,1200,0,1971,0,"98072",47.7412,-122.109,1220,10220 +"5272200035","20140903T000000",390000,3,1,1000,6947,"1",0,0,3,7,1000,0,1947,0,"98125",47.7142,-122.319,1000,6947 +"9525100040","20150407T000000",705000,4,3.25,2740,5339,"2.5",0,0,3,9,2740,0,2004,0,"98103",47.6706,-122.356,1770,4820 +"7853221010","20141029T000000",467000,3,2.5,1990,4978,"2",0,0,3,8,1990,0,2004,0,"98065",47.5323,-121.856,2650,6816 +"2500600297","20140814T000000",243500,3,3,2110,7794,"1",0,0,3,6,2110,0,1981,0,"98198",47.4005,-122.293,1330,10044 +"8562791010","20140707T000000",593000,3,2.75,1830,1850,"2",0,0,3,10,1690,140,2011,0,"98027",47.5307,-122.074,2310,2680 +"3550800040","20141114T000000",223000,3,1,940,7980,"1",0,0,3,6,940,0,1961,0,"98146",47.5107,-122.345,1050,7980 +"8857640210","20150420T000000",574000,4,2.5,2980,10179,"2",0,2,3,9,2980,0,2003,0,"98038",47.3895,-122.033,2980,8828 +"8898700120","20140604T000000",400000,3,2,2260,11305,"1",0,0,3,7,1130,1130,1986,0,"98055",47.4544,-122.204,2080,10248 +"1242700035","20141103T000000",772000,4,2.75,3470,70131,"1",0,0,4,8,1750,1720,1962,0,"98005",47.6339,-122.18,2950,43560 +"7200001005","20150501T000000",593777,3,1.75,1510,10450,"1",0,0,4,7,1510,0,1964,0,"98052",47.684,-122.113,1310,9450 +"4174600072","20141223T000000",539500,4,3.5,2710,5722,"2",0,0,4,8,2040,670,1997,0,"98108",47.5591,-122.302,2500,5722 +"3630060150","20150401T000000",550000,3,2.5,2080,2625,"2",0,0,3,8,2080,0,2006,0,"98029",47.5469,-121.997,1760,2772 +"3348401490","20140630T000000",265000,2,2,1860,10856,"1",0,0,3,8,1260,600,1952,0,"98178",47.4989,-122.265,1250,10008 +"7214810150","20141002T000000",428000,3,1.75,2120,9350,"1",0,0,3,7,1280,840,1979,0,"98072",47.7562,-122.145,2200,9000 +"1566100450","20150428T000000",505000,3,2,1110,8375,"1",0,0,5,7,1110,0,1951,0,"98115",47.6978,-122.297,1410,7734 +"7851990120","20140701T000000",925000,5,5.5,5190,12637,"2",0,2,3,11,5190,0,2001,0,"98065",47.5424,-121.872,3840,12637 +"8937500040","20150102T000000",230000,3,1.75,1520,15344,"1",0,0,3,8,1520,0,1968,0,"98023",47.3308,-122.365,2270,14981 +"1149600120","20140820T000000",695000,4,2.5,2650,9990,"2",0,0,3,10,2650,0,1990,0,"98029",47.5605,-122.016,2710,8012 +"7853240040","20150414T000000",700000,4,2.75,3350,7857,"2",0,2,3,9,3350,0,2004,0,"98065",47.5398,-121.859,3870,7886 +"7517500085","20150425T000000",712500,3,1.75,1770,2800,"1.5",0,0,3,7,1770,0,1914,0,"98103",47.6631,-122.357,1630,3254 +"9527310180","20150403T000000",480000,3,2.5,2200,4692,"2",0,0,3,8,2200,0,2005,0,"98011",47.7761,-122.169,2440,3833 +"3558900580","20140922T000000",470000,3,2.5,2000,8424,"1",0,0,4,7,1300,700,1968,0,"98034",47.7089,-122.201,2110,8400 +"4046500180","20140724T000000",335000,3,1.75,1730,15003,"1",0,0,3,7,1150,580,1980,0,"98014",47.6923,-121.92,1900,15483 +"6386300120","20150417T000000",270000,3,1.5,1300,7907,"1",0,0,3,7,900,400,1970,0,"98030",47.3737,-122.224,1630,7600 +"3395350210","20150324T000000",810000,5,3.25,2950,67475,"1",0,0,3,8,2530,420,1981,2004,"98072",47.7233,-122.117,2620,39820 +"9578080040","20140812T000000",589000,3,3,1720,954,"3",0,0,3,8,1460,260,2006,0,"98119",47.648,-122.358,1720,1294 +"5683500085","20140926T000000",415000,2,1,880,4558,"1",0,0,3,7,880,0,1951,0,"98115",47.6803,-122.287,1370,5243 +"8645500360","20150311T000000",197000,4,2.25,1790,13200,"1",0,0,3,7,1220,570,1979,0,"98058",47.4672,-122.185,1740,8950 +"4222310220","20140825T000000",235500,3,1.5,1380,7600,"1",0,0,4,7,790,590,1971,0,"98003",47.3489,-122.306,1570,7904 +"2394600157","20150407T000000",460000,3,2.25,1530,1840,"2",0,0,3,8,1240,290,2008,0,"98144",47.587,-122.301,1800,3431 +"9238900085","20141029T000000",572500,5,1.75,2330,4947,"1",0,0,4,8,1380,950,1955,0,"98136",47.5352,-122.392,2120,5605 +"2739200040","20140924T000000",302000,5,2,1540,9629,"1",0,0,4,7,1540,0,1960,0,"98059",47.4915,-122.143,2260,9600 +"3893100456","20140813T000000",870000,3,2.5,3210,8630,"2",0,0,4,10,2530,680,1990,0,"98033",47.6939,-122.189,2630,8630 +"1370803940","20141007T000000",485000,3,1,1130,5758,"1",0,0,3,7,960,170,1939,0,"98199",47.6413,-122.401,1510,6000 +"4222200120","20150205T000000",240000,3,2,1460,7526,"1",0,0,3,7,1460,0,1968,0,"98003",47.3463,-122.304,1580,7526 +"9477000120","20141022T000000",383000,3,1.75,1410,7215,"1",0,0,3,7,1410,0,1967,0,"98034",47.7343,-122.193,1550,7600 +"7228501065","20140626T000000",750000,4,2.75,1750,5080,"1.5",0,0,3,8,1750,0,1903,0,"98122",47.6143,-122.305,1700,4572 +"9266701085","20140603T000000",409950,2,1.75,1370,5125,"1",0,0,5,6,1370,0,1944,0,"98103",47.6926,-122.346,1200,5100 +"0985001082","20140521T000000",246000,3,1.5,1780,23819,"1",0,0,3,7,1780,0,1953,0,"98168",47.4912,-122.312,1130,14450 +"8815400410","20150403T000000",860000,4,1.75,1890,4500,"2",0,0,5,7,1490,400,1937,0,"98115",47.6751,-122.289,1890,5000 +"2459500210","20140507T000000",339950,3,2.25,1630,12295,"2",0,0,4,7,1630,0,1985,0,"98058",47.4279,-122.161,1730,9948 +"1219000043","20140509T000000",315000,5,1.75,2320,8100,"1",0,0,4,7,1160,1160,1956,0,"98166",47.4631,-122.341,1410,7271 +"4379400580","20140813T000000",698000,3,2.5,2580,4636,"2",0,0,3,9,2580,0,2006,0,"98074",47.6201,-122.025,2480,4500 +"2159900120","20140822T000000",419000,2,2.5,1470,2034,"2",0,0,4,8,1470,0,1985,0,"98007",47.6213,-122.153,1510,2055 +"1243100191","20150122T000000",372000,3,1,2298,10140,"1",0,0,3,7,2298,0,1969,0,"98052",47.6909,-122.083,2580,24724 +"7852150530","20140911T000000",425000,3,2.5,1960,4709,"2",0,0,3,7,1960,0,2003,0,"98065",47.5322,-121.871,1700,4444 +"7508700085","20140724T000000",386500,3,2.25,2950,8036,"1.5",0,0,3,8,1950,1000,1963,0,"98125",47.7239,-122.313,2060,7200 +"8820903370","20141117T000000",348000,2,1,670,7312,"1",0,0,3,5,670,0,1942,0,"98125",47.7145,-122.285,860,8242 +"1923000150","20150424T000000",754000,5,3.5,3020,15305,"2",0,0,3,10,2230,790,1978,0,"98040",47.5627,-122.216,3680,14486 +"3920900220","20141215T000000",269950,4,3,2390,7309,"2",0,0,4,7,2390,0,1944,1981,"98002",47.294,-122.218,930,7308 +"8835700330","20141211T000000",891500,3,2.5,3090,20785,"2",0,0,4,10,3090,0,1991,0,"98075",47.5602,-122.03,3400,7566 +"7338402160","20141009T000000",349950,4,1.75,1780,5000,"1",0,0,5,7,890,890,1903,0,"98108",47.5329,-122.292,1860,5000 +"3223059141","20140509T000000",360000,2,1,1420,81892,"1",0,0,3,7,1180,240,1956,0,"98055",47.4342,-122.195,1490,1863 +"0524059052","20141209T000000",975000,4,2.25,2420,15482,"2",0,0,4,8,2420,0,1925,1997,"98004",47.5907,-122.196,2870,13905 +"6145600865","20140505T000000",449250,4,2,1480,3844,"1.5",0,0,5,7,1480,0,1928,0,"98133",47.7042,-122.352,1480,3844 +"2325400330","20141201T000000",350000,4,2.25,2190,3850,"2",0,0,3,7,2190,0,2006,0,"98059",47.4854,-122.16,1900,3850 +"9530100085","20150401T000000",790000,4,1.75,1820,6137,"1.5",0,3,4,7,1690,130,1911,0,"98107",47.6681,-122.36,2130,5100 +"3024059044","20140909T000000",990000,3,1.75,1810,24586,"1",0,4,4,9,930,880,1983,0,"98040",47.5314,-122.222,3540,14200 +"5015000596","20141201T000000",834000,3,2.25,2550,4089,"2",0,0,3,9,2550,0,1983,0,"98112",47.6272,-122.297,1680,4089 +"4443801285","20140814T000000",466950,3,1,1360,3880,"1",0,0,3,7,1060,300,1963,0,"98117",47.6837,-122.391,1110,3880 +"3751606606","20140717T000000",262500,3,1.75,2259,26831,"1.5",0,3,5,7,1491,768,1908,0,"98001",47.2741,-122.266,1980,15794 +"1829300210","20140506T000000",762300,4,2.5,3880,14550,"2",0,0,3,10,3880,0,1987,0,"98074",47.6378,-122.04,3240,14045 +"2767601085","20150126T000000",733000,6,2.75,2730,5000,"1",0,0,3,8,1780,950,1962,0,"98107",47.6751,-122.38,2090,5000 +"8832900155","20150414T000000",439000,4,2.5,2800,17279,"1",0,2,3,7,1560,1240,1957,0,"98028",47.7596,-122.269,3060,13423 +"8805900065","20141112T000000",1.16e+006,5,3.25,4290,7019,"2.5",0,0,4,10,3590,700,1927,0,"98112",47.6439,-122.302,1920,4000 +"8635760040","20141008T000000",420000,3,2.5,1770,3993,"2",0,0,3,8,1770,0,1999,0,"98074",47.6027,-122.02,1820,4046 +"8651540040","20140718T000000",549000,3,2.25,1920,10961,"2",0,0,3,8,1920,0,1981,0,"98074",47.6432,-122.057,2000,10706 +"9818700455","20140826T000000",518000,4,2.5,2320,4000,"1.5",0,0,5,8,1510,810,1905,0,"98122",47.6048,-122.298,1490,4500 +"0924069210","20140603T000000",695000,4,2.5,2961,12146,"2",0,0,3,9,2961,0,1998,0,"98075",47.5839,-122.052,2620,17749 +"1954430180","20150105T000000",485000,3,2.5,1680,7385,"2",0,0,3,8,1680,0,1988,0,"98074",47.6194,-122.041,1970,7470 +"5111400081","20140603T000000",280000,3,1.75,1590,27200,"1.5",0,0,4,6,1590,0,1926,0,"98038",47.4238,-122.052,1820,74052 +"5559200065","20150507T000000",306500,2,1,1420,16400,"1.5",0,0,4,6,1420,0,1943,0,"98023",47.3221,-122.344,1900,16400 +"1266200120","20150321T000000",720000,2,1,1370,9460,"1",0,0,3,6,1370,0,1950,0,"98004",47.6238,-122.191,1690,9930 +"8141310180","20141118T000000",277500,3,2.5,2620,4558,"2",0,3,3,7,2620,0,2010,0,"98022",47.1944,-121.974,1670,4558 +"6102400166","20140905T000000",649000,3,2,1810,17006,"2",1,4,3,8,1810,0,1913,1987,"98166",47.4663,-122.369,2180,24911 +"3126059023","20150303T000000",3.395e+006,4,3.5,4730,47870,"1",1,4,3,10,2940,1790,1954,0,"98033",47.6967,-122.216,3250,49346 +"0408100150","20140514T000000",267800,2,1,700,6000,"1",0,0,4,6,700,0,1949,0,"98155",47.7515,-122.316,920,6000 +"3905081520","20150325T000000",625000,4,2.75,2390,6979,"2",0,0,3,8,2390,0,1993,0,"98029",47.5703,-121.996,2090,6321 +"9324800220","20140917T000000",600000,4,2.5,2070,8127,"1.5",0,0,3,9,1590,480,1924,2003,"98125",47.7316,-122.289,2050,8131 +"3996900555","20141017T000000",395000,4,2,1780,8149,"1.5",0,0,4,7,1780,0,1948,0,"98155",47.745,-122.302,1180,8149 +"9456200450","20150427T000000",212000,4,2.5,1900,21780,"1.5",0,0,3,7,1900,0,1940,1987,"98198",47.3776,-122.314,1240,9166 +"9165100330","20141212T000000",425000,2,1,1040,4040,"1",0,0,3,7,940,100,1928,0,"98117",47.6829,-122.393,1420,4040 +"2877103615","20150511T000000",870000,4,1.75,2370,5000,"1.5",0,2,3,8,1770,600,1919,0,"98103",47.6779,-122.357,2100,4550 +"7853210210","20150325T000000",420000,3,2.5,1970,3667,"2",0,0,3,7,1970,0,2004,0,"98065",47.5321,-121.851,1970,3739 +"7524950540","20150403T000000",800000,4,2.25,2120,9921,"2",0,0,3,8,2120,0,1981,0,"98027",47.5593,-122.082,1890,7845 +"0200500410","20150506T000000",575000,3,2.5,1960,9535,"2",0,0,3,8,1960,0,1989,0,"98011",47.7371,-122.215,2520,9206 +"9103000365","20140620T000000",915000,3,3.25,2660,4000,"2",0,0,3,9,2170,490,2003,0,"98122",47.6186,-122.288,2660,4000 +"6076500220","20140903T000000",400000,3,2.25,1180,14258,"2",0,0,3,7,1180,0,1987,0,"98034",47.7112,-122.238,1860,10390 +"1818800144","20140502T000000",750000,3,2.5,2390,6550,"1",0,2,4,8,1440,950,1955,0,"98116",47.5714,-122.408,2010,6550 +"2569600150","20141103T000000",235000,3,1,1250,7592,"1",0,0,5,7,1250,0,1961,0,"98042",47.3604,-122.111,1250,7592 +"3448000344","20141112T000000",599950,5,3,2600,13674,"1",0,0,5,8,1300,1300,1967,0,"98125",47.7176,-122.302,2150,7800 +"7170200085","20150327T000000",481203,2,1,940,3800,"1",0,0,3,7,940,0,1929,0,"98115",47.6798,-122.292,1680,3800 +"4094800120","20140619T000000",1.815e+006,5,3,3880,13000,"2",0,0,3,10,3880,0,1972,2003,"98040",47.5467,-122.234,3470,13701 +"2591010180","20140709T000000",379000,3,2.5,1530,2913,"2",0,0,4,7,1530,0,1986,0,"98033",47.6939,-122.184,1370,3783 +"3052701135","20140626T000000",626000,3,1.75,2430,5000,"2",0,0,4,7,1760,670,1945,0,"98117",47.6785,-122.372,1320,4062 +"0625049281","20140521T000000",535000,2,1,1030,4841,"1",0,0,3,7,920,110,1939,0,"98103",47.686,-122.341,1530,4944 +"5427110040","20140609T000000",1.225e+006,4,2.5,2740,16007,"2",0,0,3,9,2740,0,1984,0,"98039",47.6353,-122.229,2760,16008 +"9528103443","20140724T000000",410000,2,1.5,1180,1034,"2",0,0,3,7,1120,60,2001,0,"98115",47.678,-122.322,1137,1034 +"7855800730","20150210T000000",940000,4,2.5,3090,9238,"1",0,3,4,8,1680,1410,1967,0,"98006",47.5654,-122.163,2690,8500 +"0395300650","20140721T000000",326250,3,1,1060,9663,"1",0,0,3,7,1060,0,1967,0,"98034",47.7244,-122.226,1320,10162 +"7812800995","20140905T000000",200000,2,1,790,5985,"1",0,0,3,6,790,0,1944,0,"98178",47.4941,-122.24,1030,5985 +"9541600355","20140813T000000",880000,4,2.5,3070,8250,"1",0,0,5,8,2100,970,1958,0,"98005",47.5935,-122.172,2270,8800 +"0774100355","20141103T000000",370000,2,2,2100,58488,"2",0,0,3,9,2100,0,2005,0,"98014",47.72,-121.402,1440,59346 +"2781280150","20140801T000000",190000,2,2.5,1100,1737,"2",0,0,3,8,1100,0,2006,0,"98055",47.4499,-122.189,1610,2563 +"7338000150","20150129T000000",160000,2,1,1070,4200,"1",0,0,4,6,1070,0,1983,0,"98002",47.3336,-122.215,1150,4200 +"6977000040","20140823T000000",625000,4,3,2190,12825,"1",0,0,3,9,1520,670,1989,0,"98034",47.7107,-122.229,3050,4673 +"9558050230","20150507T000000",590000,4,3.5,3450,6873,"2",0,0,3,10,2750,700,2004,0,"98058",47.459,-122.118,3450,6873 +"1241500155","20140805T000000",575000,3,2.5,2070,3599,"2",0,0,3,8,2070,0,1999,0,"98033",47.6679,-122.165,2070,6844 +"9266700256","20141013T000000",470000,2,1,1190,5200,"1",0,0,5,7,1190,0,1912,0,"98103",47.6939,-122.348,1550,5100 +"2354300456","20150311T000000",130000,2,1,600,1500,"1",0,0,4,4,600,0,1900,0,"98027",47.5289,-122.033,1130,6000 +"7789000120","20150421T000000",229000,3,1,940,8400,"1",0,0,3,7,940,0,1958,0,"98056",47.5108,-122.165,1190,8400 +"3210200395","20140822T000000",279900,3,1,1280,12928,"1.5",0,0,3,6,1280,0,1942,0,"98023",47.3215,-122.399,1610,19467 +"8658303065","20140519T000000",307000,3,1,1370,7500,"1",0,0,3,7,1370,0,1960,0,"98014",47.6499,-121.915,1160,7500 +"4046601010","20141023T000000",399950,3,1.75,2450,15001,"1",0,0,3,7,1980,470,1989,0,"98014",47.6957,-121.913,1790,15323 +"0526059183","20140801T000000",405000,4,2.25,1970,15743,"1",0,0,3,7,1370,600,1962,0,"98011",47.7673,-122.202,2390,11336 +"5056500210","20141007T000000",539950,4,2.75,2910,9000,"1",0,0,4,8,2130,780,1966,0,"98006",47.544,-122.176,1970,9000 +"6146600175","20141107T000000",129000,2,1,760,5240,"1",0,0,3,6,760,0,1949,0,"98032",47.388,-122.234,980,5080 +"6057700120","20140917T000000",340000,3,1.75,1270,8422,"1",0,0,3,7,1270,0,1967,0,"98011",47.7601,-122.197,1470,8500 +"8651442060","20140611T000000",214950,3,1.75,1570,4875,"1",0,0,4,7,1310,260,1977,0,"98042",47.3621,-122.094,1380,5200 +"7129301445","20140625T000000",450000,4,2.75,2310,5650,"1",0,2,3,8,1330,980,1952,2012,"98118",47.513,-122.252,2300,5650 +"7881500330","20150304T000000",515000,3,1.75,1900,5000,"1",0,0,4,7,950,950,1925,0,"98106",47.5677,-122.363,1420,5000 +"1336800880","20140822T000000",1.4e+006,4,2.25,3780,5160,"2",0,0,4,9,2510,1270,1907,0,"98112",47.6275,-122.308,2740,5160 +"7147600220","20140626T000000",230000,3,1,1060,9946,"1",0,0,4,7,1060,0,1956,0,"98188",47.4432,-122.282,1310,10619 +"2600030210","20140707T000000",681000,3,1.75,1880,10032,"1",0,0,4,8,1880,0,1984,0,"98006",47.5527,-122.16,2430,9732 +"6303400150","20140929T000000",255000,3,1,1160,8636,"1",0,0,3,6,1160,0,1923,0,"98146",47.5097,-122.357,1300,8636 +"9136103136","20150313T000000",580000,2,1,860,4013,"1",0,0,3,7,860,0,1925,0,"98103",47.6652,-122.338,1490,4013 +"8898700880","20150317T000000",295000,2,2,1590,8000,"1",0,0,3,7,910,680,1984,0,"98055",47.459,-122.205,1590,8364 +"4318200360","20140730T000000",286000,2,1,1170,6543,"1",0,0,3,7,1170,0,1913,0,"98136",47.537,-122.385,1550,7225 +"6798100610","20150108T000000",425000,3,1.5,1190,8100,"1",0,0,3,7,830,360,1947,0,"98125",47.7146,-122.311,1256,8100 +"7466900220","20141212T000000",170000,2,1,1300,11400,"1",0,0,3,7,1300,0,1961,0,"98003",47.3459,-122.299,1360,9750 +"7435500085","20140528T000000",380000,3,2,1660,8281,"1",0,0,3,7,1660,0,1949,0,"98136",47.5568,-122.382,1660,7559 +"7977200995","20150506T000000",506000,3,2,1160,6120,"1",0,0,3,7,1160,0,1947,0,"98115",47.6853,-122.293,1150,5100 +"1862900360","20140922T000000",315000,3,2.5,1950,9618,"2",0,0,3,7,1950,0,1992,0,"98031",47.4068,-122.18,1890,7133 +"7852040210","20140617T000000",449950,4,2.5,2470,3811,"2",0,0,3,8,2470,0,1999,0,"98065",47.5362,-121.877,2400,4266 +"3343901961","20150331T000000",255000,3,1,1430,12420,"1",0,0,3,7,1430,0,1964,0,"98056",47.5116,-122.191,1900,10350 +"3874010220","20140624T000000",289000,3,2.5,1970,9607,"2",0,0,3,7,1090,880,1988,0,"98001",47.3462,-122.286,2020,9608 +"2724069103","20140828T000000",389000,3,1.75,1400,10018,"1",0,0,4,7,1400,0,1962,0,"98027",47.5327,-122.032,1350,9300 +"1520069052","20140721T000000",327000,3,1.5,1510,344124,"1",0,2,4,7,1510,0,1964,0,"98022",47.2156,-122.029,1750,169884 +"5316101075","20140926T000000",2.885e+006,7,3,5350,14400,"2.5",0,0,4,10,5020,330,1910,0,"98112",47.6295,-122.285,3050,7469 +"8113100150","20140714T000000",210000,3,1,920,6612,"1",0,0,3,6,920,0,1948,0,"98118",47.548,-122.284,1860,8424 +"3459900230","20141125T000000",1.68e+006,4,3.75,7620,29536,"2",0,3,3,11,5980,1640,2005,0,"98006",47.5571,-122.14,2840,20809 +"3955900150","20141229T000000",360000,4,2.5,2490,4751,"2",0,0,3,7,2490,0,2001,0,"98056",47.4813,-122.188,2510,5233 +"7701960210","20150427T000000",875000,4,2.5,3030,16000,"2",0,0,3,11,3030,0,1990,0,"98077",47.7125,-122.081,3670,16641 +"0686450210","20141104T000000",550000,4,2.25,1650,7200,"1",0,0,3,8,1650,0,1967,0,"98008",47.6384,-122.116,2180,7950 +"3451000442","20140717T000000",257500,3,1.5,1210,12500,"1",0,0,3,7,1210,0,1962,0,"98146",47.503,-122.351,1210,12500 +"5700003221","20141210T000000",1.075e+006,4,2.75,2990,7389,"1.5",0,0,4,8,2090,900,1923,0,"98144",47.5711,-122.284,2510,6157 +"8651402700","20141028T000000",202950,2,1,1060,5144,"1",0,0,5,6,1060,0,1969,0,"98042",47.3613,-122.088,1130,5200 +"3526039101","20141030T000000",622000,4,1.75,2680,6120,"1",0,0,5,8,1340,1340,1959,0,"98117",47.6965,-122.393,2320,6840 +"1136100072","20150213T000000",455000,4,1.75,1790,45738,"1",0,0,3,8,1410,380,1976,0,"98072",47.7453,-122.129,1870,47480 +"2050100210","20141117T000000",805000,3,2.5,2690,17461,"2",0,3,3,10,2690,0,1997,0,"98074",47.654,-122.088,3610,16887 +"9141100210","20140908T000000",257000,2,1,770,9497,"1",0,0,3,6,770,0,1950,0,"98133",47.7407,-122.351,1550,7532 +"1153000150","20140625T000000",744500,5,2.5,2700,16570,"1",0,0,4,8,1750,950,1967,0,"98005",47.6144,-122.167,2570,11840 +"1245000438","20150413T000000",885000,4,2.5,2620,9157,"2",0,0,3,8,2620,0,1996,0,"98033",47.6916,-122.203,2240,7405 +"1498300775","20140624T000000",355000,2,2.25,930,747,"2",0,0,3,8,630,300,2007,0,"98144",47.5844,-122.316,940,6000 +"4051100230","20140820T000000",240000,3,1,1340,7000,"1",0,0,4,7,1340,0,1978,0,"98042",47.3742,-122.149,1850,7904 +"0121039038","20140819T000000",169000,3,1.5,1470,18459,"2",0,0,4,6,1470,0,1916,0,"98023",47.3302,-122.36,1750,16074 +"1523550220","20150328T000000",639900,3,2.5,2330,4160,"2",0,0,4,8,2330,0,1992,0,"98052",47.6367,-122.109,2940,4500 +"1622059095","20140604T000000",292000,3,1.75,1730,11325,"1",0,0,5,7,1730,0,1972,0,"98031",47.3921,-122.182,2030,17859 +"7853220210","20140922T000000",563500,4,2.5,2780,7838,"2",0,3,3,9,2780,0,2004,0,"98065",47.5312,-121.861,3160,7848 +"8682291510","20150126T000000",389000,2,2,1200,7131,"1",0,0,3,8,1200,0,2006,0,"98053",47.7199,-122.022,1670,4601 +"7397300220","20140529T000000",2.75e+006,4,3.25,4430,21000,"2",0,0,3,10,4430,0,1952,2007,"98039",47.6398,-122.237,3930,20000 +"3764500230","20140821T000000",661000,3,2,1820,4418,"2",0,0,4,8,1820,0,1994,0,"98033",47.6947,-122.19,1920,13402 +"8682260870","20140912T000000",344000,2,2,1300,4659,"1",0,0,3,8,1300,0,2005,0,"98053",47.7132,-122.033,1640,4780 +"0369000365","20150422T000000",510000,1,1,680,6600,"1",0,0,3,5,480,200,1916,0,"98199",47.6567,-122.392,1170,5500 +"9238901020","20140916T000000",289000,2,1,780,4132,"1",0,0,3,7,780,0,1942,0,"98136",47.5324,-122.387,1100,5100 +"3343901641","20140827T000000",365000,3,2.25,2430,7614,"1.5",0,0,3,8,1900,530,1979,0,"98056",47.5065,-122.191,1720,11250 +"3024079057","20140730T000000",410000,3,1.5,1750,32500,"1",0,0,4,7,1750,0,1966,0,"98027",47.5316,-121.959,1820,102801 +"7518507330","20140724T000000",535610,3,1,1610,5100,"1.5",0,0,5,7,1010,600,1901,0,"98117",47.6765,-122.386,1270,5100 +"2968801510","20141113T000000",397950,4,1.75,2120,7620,"2",0,0,3,8,2120,0,1971,2002,"98166",47.457,-122.346,1820,7620 +"2822100175","20140827T000000",284000,3,1.75,1430,4850,"1",0,0,3,7,930,500,1978,0,"98108",47.5472,-122.303,1430,4850 +"3826000385","20141217T000000",201000,4,1.5,1360,8100,"1.5",0,0,3,7,1360,0,1962,0,"98168",47.4931,-122.305,1300,8100 +"2301400540","20141215T000000",734000,4,2.25,2530,5000,"1.5",0,0,4,7,1690,840,1925,0,"98117",47.6806,-122.36,1530,5000 +"2111010760","20150108T000000",357500,5,3,3270,9146,"2",0,0,3,7,3270,0,2002,0,"98092",47.3342,-122.169,3200,6300 +"0023500220","20141015T000000",550120,5,2.5,2620,8050,"1",0,0,3,8,1520,1100,1975,0,"98052",47.6919,-122.115,2030,7676 +"8001600150","20150310T000000",300000,3,1.5,1810,8232,"1",0,0,3,8,1810,0,1988,0,"98001",47.3195,-122.273,2260,8491 +"9149000180","20140819T000000",374950,3,2.5,2120,9653,"2",0,0,3,8,2120,0,1992,0,"98030",47.3843,-122.213,1780,9801 +"7525420150","20150413T000000",602500,4,1.75,2190,41000,"2",0,0,3,8,2190,0,1980,0,"98075",47.5755,-122.033,2590,35370 +"1003000175","20141222T000000",221000,3,1,980,7606,"1",0,0,3,7,980,0,1954,0,"98188",47.4356,-122.29,980,8125 +"2902200874","20150410T000000",920000,5,3,2230,4400,"2",0,0,3,7,1730,500,1913,0,"98102",47.6404,-122.325,1280,1800 +"7131300032","20150306T000000",235000,4,2,1540,9279,"1",0,0,3,7,1540,0,1955,0,"98118",47.5163,-122.268,1540,5110 +"3581100330","20140804T000000",375000,3,1,980,7296,"1",0,0,3,7,980,0,1967,0,"98034",47.7292,-122.231,1280,7296 +"3629970870","20140827T000000",599000,4,2.5,2120,3640,"2",0,0,3,8,2120,0,2005,0,"98029",47.5521,-121.996,2190,3640 +"2561360210","20140603T000000",562100,3,2.25,2090,12112,"2",0,0,3,8,2090,0,1983,0,"98052",47.7015,-122.13,1760,12112 +"9828702245","20150316T000000",640000,3,2.5,1620,1377,"2",0,0,3,8,1100,520,2009,0,"98112",47.6195,-122.299,1620,1251 +"8687800150","20141120T000000",294000,3,2,1650,11256,"1",0,0,4,7,1250,400,1957,0,"98168",47.4707,-122.26,1860,11256 +"3825310760","20141229T000000",714000,4,2.5,3230,7766,"2",0,0,3,9,3230,0,2005,0,"98052",47.7069,-122.131,3740,8344 +"7284900385","20140521T000000",970000,4,3.25,2790,5420,"1",0,3,3,9,1130,1660,1963,2013,"98177",47.7698,-122.386,2530,7200 +"5702380770","20150428T000000",280000,4,2.25,1600,7916,"2",0,0,3,7,1600,0,1991,0,"98022",47.194,-121.981,1540,7242 +"2095600150","20141112T000000",260000,4,2.5,1790,4358,"2",0,0,3,7,1790,0,1993,0,"98031",47.3994,-122.204,1790,4305 +"4166600230","20141119T000000",294000,3,1.5,2060,15050,"1.5",0,0,4,7,2060,0,1938,0,"98023",47.3321,-122.373,1900,15674 +"3521059042","20140728T000000",255500,4,1,1370,41194,"1.5",0,2,5,5,1370,0,1900,0,"98092",47.2716,-122.144,1590,84070 +"3625059043","20140904T000000",3.3e+006,5,4.75,6200,13873,"2",1,4,4,11,4440,1760,1989,0,"98008",47.605,-122.112,2940,13525 +"1926069054","20140508T000000",450000,3,2,1510,43560,"1",0,0,3,7,1510,0,1954,0,"98077",47.7218,-122.079,2060,67756 +"9238450150","20140512T000000",368000,3,1,1280,9898,"1",0,0,3,7,1280,0,1968,0,"98072",47.7677,-122.163,1290,9625 +"8146200150","20141110T000000",830000,4,2.25,2180,11056,"1",0,0,3,8,1370,810,1963,0,"98004",47.6042,-122.193,2090,8747 +"3841600220","20140715T000000",282500,2,1.75,1440,11210,"1",0,0,4,6,1130,310,1935,0,"98146",47.498,-122.35,1250,9381 +"0943100683","20140502T000000",335000,3,2.25,1580,16215,"1",0,0,4,7,1580,0,1978,0,"98024",47.5643,-121.897,1450,16215 +"0952001765","20140707T000000",558000,2,2,1580,5750,"1",0,0,5,6,790,790,1910,0,"98116",47.5668,-122.384,1580,5750 +"3744600704","20150224T000000",270000,4,1.5,1730,8505,"1.5",0,0,4,7,1730,0,1961,0,"98146",47.4905,-122.347,1510,8505 +"1822059057","20140725T000000",152000,2,1,700,13500,"1",0,0,3,4,700,0,1920,0,"98031",47.3882,-122.208,1600,10124 +"2126059219","20140617T000000",493000,4,1.75,2030,18295,"1.5",0,0,4,7,2030,0,1975,0,"98034",47.7326,-122.179,1970,7307 +"4139400910","20140815T000000",740000,4,2.5,2500,10330,"2",0,0,3,10,2500,0,1992,0,"98006",47.5595,-122.114,2710,8375 +"9808630210","20150313T000000",789800,3,2.5,2605,2216,"2",0,2,3,9,2090,515,1979,0,"98033",47.6536,-122.203,2605,2300 +"2920700220","20150508T000000",275000,2,1,910,4191,"1",0,0,3,6,910,0,1910,0,"98117",47.6929,-122.36,1480,6050 +"1338800365","20140507T000000",1.5e+006,6,2.5,3560,6480,"2.5",0,0,4,11,3560,0,1914,0,"98112",47.627,-122.304,2780,6480 +"1175001135","20140929T000000",424000,3,1.75,1140,3395,"1",0,0,5,7,620,520,1925,0,"98107",47.6712,-122.393,1480,3500 +"3867400180","20150327T000000",715000,2,1,1000,3513,"1",0,4,4,5,1000,0,1914,0,"98116",47.5935,-122.39,1930,4920 +"7954300220","20140730T000000",600000,4,2.5,3010,7953,"2",0,0,3,9,3010,0,2000,0,"98056",47.522,-122.19,2670,6202 +"7784400035","20140813T000000",802000,2,1.75,2110,8700,"1",0,4,4,9,1760,350,1960,0,"98146",47.4912,-122.365,2120,9500 +"4435600330","20140726T000000",165000,3,1,910,8700,"1",0,0,4,6,910,0,1943,0,"98188",47.449,-122.29,1090,8700 +"5016001285","20140609T000000",750000,4,3.25,2050,5000,"2",0,0,4,8,1370,680,1987,0,"98112",47.6235,-122.298,1720,5000 +"6817800330","20140812T000000",405000,2,1,1090,10481,"1",0,0,2,7,780,310,1981,0,"98074",47.632,-122.03,1160,10533 +"8680500220","20141203T000000",521900,3,2.5,2100,12338,"2",0,0,3,9,2100,0,1997,0,"98072",47.7412,-122.168,2320,6257 +"3211600650","20140722T000000",275000,3,1,1000,8018,"1",0,0,3,7,1000,0,1969,0,"98034",47.7285,-122.198,1270,8000 +"4008400035","20141015T000000",600000,5,3.25,4410,58157,"2",0,0,4,9,2330,2080,2001,0,"98058",47.4395,-122.111,2460,42565 +"2473002060","20140519T000000",442500,3,1.75,1800,10200,"1",0,0,3,8,1800,0,1967,0,"98058",47.4496,-122.146,2140,10128 +"4059400515","20140909T000000",229950,2,1,920,7716,"1",0,0,3,6,920,0,1944,0,"98178",47.5028,-122.243,1410,7128 +"2916610150","20150120T000000",274950,3,2,1410,7265,"1",0,0,4,7,1410,0,1983,0,"98042",47.3654,-122.076,1390,8060 +"8887001215","20141107T000000",407185,3,1.75,1860,48076,"1.5",0,0,4,8,1860,0,1929,0,"98070",47.5051,-122.461,1410,23066 +"3876313040","20140709T000000",468000,4,2.5,2100,8400,"1",0,0,4,7,1240,860,1976,0,"98072",47.735,-122.17,1980,8610 +"6021501320","20140930T000000",450000,2,1,1030,4365,"1",0,0,3,7,1030,0,1942,0,"98117",47.6875,-122.387,1420,4268 +"2372800145","20141023T000000",219950,2,1,940,8997,"1",0,0,5,7,940,0,1955,0,"98022",47.2005,-121.999,1110,9126 +"7120000210","20150122T000000",275000,2,2.5,1340,5995,"2",0,0,3,7,1340,0,1989,0,"98028",47.7366,-122.233,1540,6616 +"1180003175","20150410T000000",229950,2,1,850,6000,"1",0,0,3,6,850,0,1924,0,"98178",47.4972,-122.224,1100,6000 +"2902200915","20141125T000000",675000,3,1.75,2130,4400,"1",0,0,3,7,1430,700,1922,0,"98102",47.6417,-122.325,1710,3300 +"2473530150","20150323T000000",412950,4,2.5,2430,6796,"2",0,0,3,8,2430,0,1993,0,"98058",47.4499,-122.127,2450,8400 +"2366400150","20150429T000000",670000,5,2.25,2290,39000,"2",0,0,3,8,2290,0,1979,0,"98052",47.7012,-122.12,2750,39900 +"4040800360","20140923T000000",420000,3,1.75,1230,10005,"1",0,0,4,7,1230,0,1963,0,"98008",47.621,-122.114,1530,8560 +"1269200150","20150113T000000",358000,3,1.5,1150,27319,"1",0,0,4,6,1150,0,1976,0,"98070",47.3933,-122.454,1700,30691 +"9510970530","20150424T000000",680000,3,2.5,2120,3600,"2",0,0,3,9,2120,0,2005,0,"98052",47.6649,-122.082,2540,4592 +"3856904825","20141104T000000",380000,2,1,980,3400,"1",0,0,3,7,980,0,1923,0,"98105",47.6688,-122.323,1200,3420 +"0326069101","20141205T000000",515000,3,2.5,2130,219978,"2",0,0,3,8,2130,0,1986,0,"98077",47.7754,-122.032,3340,217800 +"0254000175","20140819T000000",325000,2,1,1050,4800,"1",0,0,4,7,1050,0,1969,0,"98146",47.5128,-122.388,1230,4800 +"8086000201","20141204T000000",875000,3,2.5,1820,6848,"1",0,0,4,7,1820,0,1953,0,"98004",47.6287,-122.207,2080,11700 +"9284800085","20150420T000000",426000,3,2.5,2210,5750,"2",0,0,3,7,1710,500,1914,2000,"98106",47.5525,-122.366,1350,5750 +"2287000330","20140915T000000",868500,5,2.5,2490,9639,"1",0,0,4,8,1610,880,1959,0,"98040",47.551,-122.22,2290,9958 +"2025760210","20140611T000000",657500,4,2.75,4140,24190,"2",0,0,3,11,4140,0,2002,0,"98092",47.3062,-122.15,3950,24190 +"3330500085","20140918T000000",366000,2,1,1210,3090,"1",0,0,3,6,860,350,1926,0,"98118",47.5532,-122.277,1210,3348 +"1231001225","20140916T000000",385000,2,1,1010,4000,"1",0,0,3,6,1010,0,1911,0,"98118",47.5536,-122.267,1040,4000 +"0984000650","20140908T000000",300000,4,2,2050,8750,"1",0,0,3,7,1300,750,1967,0,"98058",47.4324,-122.171,2050,8750 +"1962200145","20150320T000000",810000,3,1.75,2060,3300,"2",0,0,4,9,1500,560,1918,0,"98102",47.6498,-122.32,1830,3712 +"4074300150","20150417T000000",460000,4,1.75,1560,7200,"1",0,0,3,6,860,700,1943,0,"98115",47.7001,-122.279,1420,7200 +"8665050220","20141021T000000",459000,3,2.5,1780,4000,"2",0,0,4,8,1780,0,1995,0,"98029",47.5677,-122.003,1730,4000 +"2212700180","20150319T000000",260000,3,1.75,1460,10000,"1",0,0,4,8,1460,0,1967,0,"98092",47.342,-122.195,1930,14175 +"8077200360","20141112T000000",557865,4,2.5,3030,6813,"2",0,0,3,9,3030,0,1987,0,"98074",47.6296,-122.029,2310,8682 +"8850000180","20150420T000000",295000,4,1,980,3000,"1.5",0,0,4,7,980,0,1914,0,"98144",47.5892,-122.312,1525,3000 +"1643500072","20140905T000000",375000,4,2.25,1450,7245,"1",0,0,5,7,1450,0,1950,1983,"98133",47.7643,-122.343,1660,7800 +"6065300330","20140620T000000",2.11e+006,3,2.25,3230,17833,"2",0,0,4,9,3230,0,1973,0,"98006",47.5683,-122.188,3690,17162 +"6149700191","20140819T000000",307300,2,2,1520,1020,"3",0,0,3,7,1520,0,1999,0,"98133",47.7292,-122.343,1500,1245 +"1555200180","20140827T000000",225000,4,1,1410,7000,"1.5",0,0,3,7,1410,0,1963,0,"98032",47.3767,-122.287,1540,7000 +"9407100720","20141107T000000",290000,3,1.75,1390,13200,"2",0,0,3,7,1390,0,1979,0,"98045",47.4429,-121.771,1430,10725 +"5700000515","20141120T000000",690000,4,2,2230,5000,"1.5",0,0,4,7,1510,720,1922,0,"98144",47.5772,-122.292,2140,5000 +"5451200530","20140705T000000",825000,4,2.25,2110,12653,"2",0,0,4,8,2110,0,1972,0,"98040",47.536,-122.225,2350,10980 +"0868000530","20140702T000000",645000,3,1.75,2270,11472,"1",0,0,4,7,1370,900,1956,0,"98177",47.7057,-122.374,2270,8340 +"1777600210","20150217T000000",590000,4,2.25,2530,10611,"1",0,0,5,8,1320,1210,1977,0,"98006",47.5698,-122.132,2530,10125 +"7174800760","20140725T000000",667000,5,2,1900,5470,"1",0,0,3,7,1180,720,1930,1965,"98105",47.6666,-122.303,1300,3250 +"8635750330","20140925T000000",664000,4,2.5,2390,8432,"2",0,0,3,9,2390,0,1998,0,"98074",47.6027,-122.024,2710,7417 +"4058800925","20150428T000000",452100,4,2.5,3160,6540,"1",0,3,3,8,1580,1580,1959,0,"98178",47.5037,-122.24,1990,7090 +"0272000620","20141202T000000",290000,2,1,900,2728,"2",0,0,3,7,900,0,1998,0,"98144",47.5877,-122.298,900,2728 +"7779200355","20150422T000000",950000,3,3,3610,17483,"2",0,2,4,8,3610,0,1954,0,"98146",47.4852,-122.357,2230,12600 +"0510000641","20150130T000000",662500,3,2,2070,4200,"1.5",0,0,4,7,1670,400,1906,0,"98103",47.6624,-122.333,1490,4560 +"8835200230","20140702T000000",475000,4,2.5,1850,5444,"2",0,0,5,7,1850,0,1981,0,"98034",47.7227,-122.16,1540,5000 +"8718500555","20140915T000000",450000,3,1.5,1440,9711,"1",0,0,3,7,1140,300,1956,0,"98028",47.7394,-122.252,1590,9711 +"1722049154","20140707T000000",538250,3,2.25,2590,15229,"2",0,3,3,8,2590,0,1984,0,"98198",47.3948,-122.325,2590,15229 +"6450304130","20140505T000000",329950,2,1,1140,5250,"1.5",0,0,4,6,1140,0,1949,0,"98133",47.731,-122.341,1450,5250 +"6908200155","20150122T000000",1.10399e+006,4,3.5,2760,5040,"2",0,2,3,9,2760,0,1955,2005,"98117",47.6756,-122.401,2370,5760 +"1773101020","20141020T000000",307000,5,1.5,1310,4800,"1.5",0,0,3,6,1110,200,1929,0,"98106",47.5545,-122.365,960,4800 +"1105000571","20140610T000000",433000,3,1.75,1870,7189,"1",0,0,3,7,1270,600,1959,0,"98118",47.5412,-122.27,1780,6200 +"5153200666","20150114T000000",212000,3,2.25,1900,18000,"1",0,0,4,7,1280,620,1968,0,"98023",47.3251,-122.354,1920,15000 +"7660100085","20140908T000000",750000,5,2.75,2860,6000,"2.5",0,0,4,8,2380,480,1902,0,"98144",47.5906,-122.316,2240,6000 +"1843130530","20141125T000000",279000,3,2,1640,5650,"1",0,0,3,7,1640,0,2003,0,"98042",47.3736,-122.13,2250,5488 +"7010700905","20140611T000000",476000,3,1,1140,5500,"1.5",0,0,4,6,1140,0,1908,0,"98199",47.6606,-122.395,1690,4400 +"6790600790","20150326T000000",368000,5,1.75,2590,9394,"1",0,0,4,7,1390,1200,1963,0,"98198",47.3941,-122.307,2580,9049 +"8651442520","20141015T000000",228950,4,3,2160,5200,"1",0,0,3,7,1320,840,1978,0,"98042",47.3627,-122.091,1460,5144 +"2722059010","20140618T000000",568450,5,3.5,3260,58806,"2",0,0,4,8,3260,0,1969,0,"98042",47.3703,-122.159,1810,17927 +"6884800210","20140605T000000",619000,4,1.75,1660,3800,"1.5",0,0,3,7,1660,0,1926,0,"98115",47.6883,-122.314,1660,3767 +"7349600230","20140729T000000",275000,3,2.25,1640,6044,"2",0,0,3,7,1640,0,1996,0,"98002",47.2844,-122.205,1600,7418 +"6699300210","20141027T000000",321500,4,2.5,2620,5457,"2",0,0,3,8,2620,0,2003,0,"98001",47.3148,-122.27,2740,5816 +"7883607520","20140508T000000",230000,3,1.75,950,6000,"1",0,0,3,6,790,160,1939,0,"98108",47.5271,-122.316,1360,6000 +"1450000210","20150128T000000",179500,3,1,900,8100,"1",0,0,4,6,900,0,1959,0,"98002",47.2866,-122.221,1000,7830 +"1387301430","20140818T000000",460000,3,2.25,1650,7313,"1",0,0,3,7,1220,430,1975,0,"98011",47.7375,-122.194,1690,7252 +"2517010230","20150226T000000",286000,3,2.5,1800,3980,"2",0,0,3,7,1800,0,2006,0,"98042",47.4006,-122.162,2580,4307 +"9828201020","20141031T000000",427500,3,1,1480,4200,"1.5",0,0,3,7,1480,0,1925,0,"98122",47.6147,-122.298,1460,3600 +"2461900175","20140522T000000",400000,3,1,1040,6250,"1",0,0,3,7,1040,0,1942,0,"98136",47.5526,-122.385,1770,6250 +"8682250330","20140624T000000",675000,3,3.5,2300,5611,"1",0,0,3,8,2300,0,2004,0,"98053",47.7122,-122.026,2170,5926 +"3031200230","20150226T000000",350000,3,1,2480,8906,"1",0,0,3,7,1240,1240,1969,0,"98118",47.5366,-122.289,1800,8906 +"3824100166","20141122T000000",385000,4,1.75,1970,10358,"1",0,0,3,8,1540,430,1977,0,"98028",47.7719,-122.255,1900,10358 +"7011201445","20140702T000000",525000,2,1.75,1530,3503,"1",0,1,4,7,830,700,1916,0,"98119",47.6368,-122.371,1280,1531 +"7262200150","20150121T000000",315000,2,1,970,18557,"1",0,0,3,6,970,0,1939,0,"98146",47.5116,-122.37,1150,7200 +"1623069023","20140729T000000",820000,4,2.5,2920,252648,"2",0,0,3,10,2920,0,2002,0,"98027",47.4784,-122.048,2180,71874 +"7523700210","20150415T000000",205000,3,1,970,7700,"1",0,0,4,7,970,0,1959,0,"98032",47.3793,-122.304,1160,8250 +"2915200210","20141205T000000",500000,2,1,680,5250,"1",0,0,4,6,680,0,1922,0,"98177",47.7013,-122.359,1620,5461 +"3904990210","20140822T000000",599000,4,2.5,2640,6738,"2",0,0,4,8,2640,0,1989,0,"98029",47.5787,-122,2180,5782 +"1333300145","20150304T000000",2.225e+006,3,4,4200,30120,"2",0,2,4,11,3600,600,1933,0,"98112",47.6379,-122.311,2760,12200 +"7461400360","20150421T000000",299000,1,2.5,1980,7521,"1",0,0,4,7,1180,800,1979,0,"98055",47.4343,-122.192,1980,8000 +"7631200085","20140512T000000",947500,3,2.75,2980,27144,"1.5",1,2,5,8,2180,800,1917,0,"98166",47.4522,-122.378,1890,12514 +"6145600040","20140623T000000",385000,3,3.25,1630,1677,"3",0,0,3,8,1630,0,2007,0,"98133",47.7048,-122.353,1220,1677 +"6372000155","20140811T000000",639950,2,1.75,1780,4520,"1",0,0,5,7,890,890,1925,0,"98116",47.5798,-122.404,1560,4520 +"6821600145","20141110T000000",824000,2,1,1210,8400,"1",0,0,3,8,780,430,2000,0,"98199",47.6503,-122.393,1860,6000 +"7983100150","20140602T000000",199950,3,1,1010,7245,"1",0,0,3,7,1010,0,1969,0,"98003",47.3338,-122.306,1300,8236 +"0723000150","20150408T000000",1.005e+006,3,2.5,2570,5000,"1",0,0,4,8,1480,1090,1940,0,"98105",47.6578,-122.285,2420,5484 +"2493200155","20150403T000000",950000,4,2.25,2770,5320,"2",0,1,3,9,2440,330,2013,0,"98136",47.5283,-122.385,2100,6011 +"2592210150","20140923T000000",822000,3,2.5,2290,9158,"2",0,0,4,8,2290,0,1984,0,"98006",47.5476,-122.14,2210,9588 +"2595300210","20141106T000000",473600,4,1.5,1780,8400,"1",0,0,3,7,1080,700,1969,0,"98136",47.5173,-122.385,1660,8400 +"3902100150","20150202T000000",490000,5,2,2150,4500,"1.5",0,0,3,8,2150,0,1938,0,"98116",47.5582,-122.388,1300,4500 +"3329520410","20140505T000000",245000,3,1.75,1920,9306,"1",0,0,3,7,1000,920,1984,0,"98001",47.3319,-122.267,1860,8458 +"4013800206","20140828T000000",199000,4,1,1220,11730,"1",0,0,4,7,1220,0,1960,0,"98001",47.3229,-122.283,1270,9520 +"1370803460","20140507T000000",1.34e+006,3,3,2960,5500,"2",0,2,3,10,2440,520,1937,1990,"98199",47.6356,-122.402,2960,5876 +"4046600220","20141017T000000",418000,3,1.75,1500,19113,"1",0,0,3,7,1500,0,1984,0,"98014",47.6976,-121.916,1820,18151 +"6190701484","20150311T000000",450000,7,3.5,2830,8625,"1",0,0,4,8,1830,1000,1957,0,"98133",47.7493,-122.355,1570,8400 +"8016200530","20140718T000000",280000,3,2.5,1580,7000,"2",0,0,3,8,1580,0,1992,0,"98030",47.3659,-122.17,2110,7062 +"6802210210","20150303T000000",273000,3,2.25,1230,11601,"1",0,0,4,7,910,320,1992,0,"98022",47.1955,-121.991,1820,8465 +"4305600040","20140505T000000",549000,4,2.5,2910,6338,"2",0,0,3,8,2910,0,2008,0,"98059",47.4804,-122.126,2500,5877 +"7856570150","20140625T000000",913888,5,2.25,2370,15512,"2",0,0,4,9,2370,0,1981,0,"98006",47.5555,-122.15,2380,15100 +"7576200040","20140718T000000",689888,4,2.25,1930,3500,"1.5",0,0,5,8,1540,390,1916,0,"98122",47.6167,-122.29,1800,5000 +"6300500183","20141212T000000",305000,4,2,1780,5043,"1",0,0,3,7,870,910,1993,0,"98133",47.7045,-122.342,1350,5044 +"3204950120","20140529T000000",602500,4,2.5,2760,6850,"2",0,0,3,9,2760,0,1999,0,"98056",47.5346,-122.185,2640,9803 +"7857004225","20150424T000000",355000,2,1.75,1620,3640,"1",0,0,3,7,900,720,1929,0,"98108",47.543,-122.299,1590,5538 +"7732400360","20140821T000000",756000,3,2.5,2160,7525,"2",0,0,3,9,2160,0,1986,0,"98052",47.6608,-122.145,2470,7941 +"4388000120","20150423T000000",289950,4,2.25,2190,6906,"1",0,0,4,7,1040,1150,1977,0,"98023",47.319,-122.373,1250,6440 +"8653900150","20140505T000000",800000,3,2.5,3240,7857,"2",0,0,3,10,3240,0,1994,0,"98075",47.5857,-122.038,2970,7857 +"3362400472","20141202T000000",403000,2,1,720,3255,"1",0,0,4,6,720,0,1905,0,"98103",47.6823,-122.348,1430,3170 +"8857100180","20150413T000000",350000,3,2.25,1410,1340,"2",0,0,3,8,1370,40,1967,0,"98008",47.6108,-122.113,1730,2748 +"8156600210","20150326T000000",1.285e+006,5,3.5,2980,5100,"2",0,0,3,10,2370,610,2015,0,"98115",47.6782,-122.299,1780,5100 +"4038700720","20140918T000000",525126,5,2.25,1950,8025,"1",0,2,3,7,1150,800,1960,0,"98008",47.6159,-122.114,1780,8560 +"2634500085","20140812T000000",241450,3,1,1100,8138,"1",0,0,3,7,1100,0,1949,0,"98155",47.7393,-122.325,1440,8131 +"1077100035","20150122T000000",320000,3,1.5,1400,9087,"1",0,0,3,7,1400,0,1954,0,"98133",47.7711,-122.34,1490,8380 +"5466700360","20141023T000000",234000,4,2,1710,7455,"1",0,0,3,7,1030,680,1975,0,"98031",47.3965,-122.173,1710,7350 +"1250201165","20141121T000000",441000,5,2.5,2000,3600,"1",0,0,3,6,1150,850,1987,0,"98144",47.5971,-122.295,1410,3600 +"1250201165","20150317T000000",474500,5,2.5,2000,3600,"1",0,0,3,6,1150,850,1987,0,"98144",47.5971,-122.295,1410,3600 +"4083301120","20150422T000000",705000,3,1,1440,2618,"1.5",0,0,4,7,1440,0,1906,0,"98103",47.6582,-122.336,1850,3990 +"3905100610","20150409T000000",517500,4,2.5,1520,3370,"2",0,0,3,8,1520,0,1994,0,"98029",47.5696,-122.004,1860,4486 +"4330600360","20140617T000000",142500,4,0.75,1440,13300,"1",0,0,3,6,1440,0,1948,0,"98166",47.4761,-122.337,1460,11100 +"0345700150","20141106T000000",310000,2,1.5,1010,10005,"2",0,0,3,7,1010,0,1981,0,"98056",47.5118,-122.189,1210,7794 +"7732100150","20141028T000000",749500,4,2.5,2440,9727,"2",0,0,3,9,2440,0,1987,0,"98052",47.6613,-122.132,2370,11503 +"5379800862","20150429T000000",360000,5,3,2480,7200,"1",0,0,3,7,1560,920,1999,0,"98188",47.4586,-122.283,1910,9432 +"4396000180","20141121T000000",267500,3,1,1090,22080,"1",0,0,5,7,1090,0,1967,0,"98038",47.3991,-121.964,1590,19457 +"1447600410","20141009T000000",290000,3,1,1480,32700,"1",0,0,4,6,1380,100,1942,0,"98168",47.4949,-122.327,1500,22600 +"3325059177","20141105T000000",850000,5,2.5,2800,11325,"1",0,0,4,8,1400,1400,1970,0,"98005",47.6166,-122.172,2510,13700 +"2652500155","20141029T000000",815000,4,1.75,1820,4500,"1.5",0,0,3,8,1820,0,1921,0,"98119",47.6429,-122.36,1870,3600 +"0824059305","20150108T000000",2.2e+006,5,4,5840,11652,"2",0,1,3,11,4410,1430,1988,0,"98004",47.5835,-122.202,3120,13639 +"5318101565","20140703T000000",1.625e+006,4,3.25,2980,3600,"2",0,0,3,9,2150,830,1999,0,"98112",47.6352,-122.284,2980,4800 +"2460600040","20140616T000000",175000,3,1.5,1220,7300,"1",0,0,3,7,1220,0,1973,0,"98001",47.3341,-122.279,1260,7347 +"9527000040","20141002T000000",429950,3,1.75,1830,9758,"1",0,0,3,8,1300,530,1977,0,"98034",47.7107,-122.23,1850,8000 +"2909300150","20140714T000000",675000,4,2.5,2900,5505,"2",0,0,3,8,2900,0,2002,0,"98074",47.6063,-122.02,2970,5251 +"8078600330","20140708T000000",580000,3,2.25,1940,5980,"1",0,0,3,7,1520,420,1987,0,"98027",47.5476,-122.075,1910,6309 +"4338800720","20150224T000000",240000,4,2,1750,7800,"1",0,0,4,6,1750,0,1944,0,"98166",47.4791,-122.347,1270,7800 +"4016800120","20140820T000000",374000,3,2.5,1850,17808,"1",0,0,4,8,1210,640,1982,0,"98032",47.3631,-122.271,2260,16754 +"2021201085","20141212T000000",862500,4,2.5,3220,4400,"2",0,2,3,9,2180,1040,1937,0,"98199",47.6325,-122.394,3000,5000 +"1922059010","20150121T000000",140000,2,1,1080,6052,"1",0,0,5,6,1080,0,1908,0,"98030",47.3857,-122.215,1810,7830 +"1133000385","20140530T000000",740000,5,3.75,3990,18897,"2",0,0,3,8,3090,900,1937,2010,"98125",47.7228,-122.31,2080,9793 +"2397100155","20150224T000000",589000,3,1.75,920,3600,"1",0,0,4,6,820,100,1904,0,"98119",47.6386,-122.365,1620,3600 +"7461420210","20150223T000000",275000,3,1.75,1290,9760,"1",0,0,3,7,1290,0,1979,0,"98058",47.4265,-122.148,1410,8034 +"6204050040","20140711T000000",489900,4,2.5,2090,4196,"2",0,0,3,8,2090,0,2006,0,"98011",47.7453,-122.192,2640,4503 +"4099100210","20140813T000000",545000,3,2.5,1900,3366,"2",0,0,3,9,1900,0,1996,0,"98033",47.6679,-122.184,2500,3954 +"0316000145","20150325T000000",235000,4,1,1360,7132,"1.5",0,0,3,6,1360,0,1941,0,"98168",47.5054,-122.301,1280,7175 +"3331000455","20150217T000000",230000,3,1,1000,4000,"1.5",0,0,4,6,1000,0,1915,0,"98118",47.5523,-122.286,1040,4240 +"9839300775","20140710T000000",655000,4,2.25,2170,4080,"2",0,0,3,7,1920,250,1980,0,"98122",47.6124,-122.293,1890,4400 +"2320069107","20140822T000000",185000,2,1,820,16030,"1",0,0,4,5,820,0,1923,0,"98022",47.2039,-122.003,1880,14046 +"2599001010","20150326T000000",196000,3,1,1090,7400,"1",0,0,4,7,1090,0,1962,0,"98092",47.2923,-122.19,1140,8165 +"2193340120","20140604T000000",572000,3,2.25,1830,7897,"1",0,0,4,8,1290,540,1986,0,"98052",47.6914,-122.103,1990,8306 +"7954310210","20150430T000000",615000,4,2.5,3010,6903,"2",0,0,3,9,3010,0,2001,0,"98056",47.5213,-122.193,2860,6435 +"2425049107","20150305T000000",1.95e+006,4,3.75,4150,17424,"1",0,0,3,9,3130,1020,1963,2000,"98039",47.639,-122.236,3930,21420 +"1338300555","20150320T000000",1.225e+006,6,2.25,2930,4320,"2",0,0,3,9,2130,800,1913,0,"98112",47.6295,-122.306,2860,4320 +"8944310330","20140819T000000",375000,3,2.5,1520,5649,"2",0,0,4,7,1520,0,1989,0,"98034",47.7221,-122.162,1540,5000 +"2551500180","20140905T000000",295000,3,1.75,1250,9486,"1",0,0,4,6,1250,0,1971,0,"98070",47.4341,-122.446,1270,9600 +"9212900180","20140625T000000",760000,4,2.5,2760,6000,"2",0,0,5,7,2230,530,1942,0,"98115",47.6877,-122.295,1600,6000 +"2473460650","20150407T000000",347000,3,1.75,1330,7848,"1",0,0,3,8,1330,0,1978,0,"98058",47.4463,-122.127,2110,8497 +"2856101755","20150504T000000",712000,3,2,1700,5100,"1.5",0,0,4,7,1500,200,1924,0,"98117",47.679,-122.39,1700,5100 +"3080000040","20140515T000000",495000,4,2,2050,4000,"1.5",0,0,5,7,1210,840,1941,0,"98144",47.5799,-122.306,1310,4000 +"1224049080","20140620T000000",925000,4,2,3140,10437,"1",0,0,4,8,2040,1100,1959,0,"98040",47.5786,-122.229,2010,10437 +"9547200835","20150402T000000",775000,3,1,2030,4080,"1.5",0,0,4,7,1840,190,1908,0,"98115",47.6765,-122.308,2030,4080 +"4363700365","20140801T000000",429000,4,2.5,2100,7920,"1.5",0,0,4,6,1400,700,1916,0,"98126",47.5293,-122.371,1230,7920 +"7683800212","20141218T000000",229000,3,1,1010,12705,"1",0,0,4,7,1010,0,1959,0,"98003",47.3348,-122.303,1490,10200 +"1324079054","20140922T000000",400000,4,1.5,1980,113691,"1",0,0,3,7,1980,0,1962,0,"98024",47.5606,-121.853,1980,89298 +"2141330360","20140729T000000",625000,4,2.25,2100,8290,"2",0,0,4,8,2100,0,1978,0,"98006",47.5595,-122.129,2100,8290 +"6450302546","20141021T000000",130000,2,1,840,6654,"1",0,0,3,7,840,0,1951,0,"98133",47.7319,-122.335,1350,5831 +"7972600676","20141104T000000",349000,3,1.75,1690,5080,"1",0,0,3,7,1190,500,1976,0,"98106",47.5312,-122.348,1300,5080 +"0922059161","20140922T000000",365000,3,2,2140,26600,"1",0,0,4,7,2140,0,1983,0,"98031",47.4066,-122.169,2310,8783 +"2770601461","20150317T000000",487500,3,2.5,1810,1988,"2",0,0,3,7,1350,460,1997,0,"98199",47.6513,-122.385,1600,1525 +"8079010230","20140603T000000",475000,3,2.5,2600,7210,"2",0,0,3,8,2600,0,1989,0,"98059",47.5123,-122.151,2350,7225 +"5458800620","20140924T000000",685000,3,1.75,1650,8400,"1",0,0,3,8,1470,180,1959,0,"98040",47.5766,-122.236,2020,7777 +"5318101075","20140811T000000",960000,3,1.75,2460,4800,"1",0,0,4,7,1230,1230,1938,0,"98112",47.6343,-122.282,2860,4800 +"5430300120","20141113T000000",1.1e+006,5,2.25,4320,7620,"2",0,0,3,7,2880,1440,1973,2014,"98115",47.6824,-122.287,1880,7620 +"1442700360","20150320T000000",428000,3,2.25,2600,15000,"2",0,0,3,9,2600,0,1978,0,"98038",47.3719,-122.056,2380,15000 +"5651010150","20150510T000000",435000,3,2.5,1930,5790,"2",0,0,4,7,1930,0,1988,0,"98011",47.7733,-122.17,1790,4901 +"6908200021","20141028T000000",769950,3,2,2190,5400,"1",0,2,5,7,1260,930,1952,0,"98107",47.6737,-122.4,2160,5400 +"2201500555","20140929T000000",385000,3,1,1420,10980,"1",0,0,4,7,1200,220,1954,0,"98006",47.574,-122.138,1630,9763 +"0255550150","20141118T000000",352000,3,2.5,2090,3002,"2",0,0,3,7,1670,420,2005,0,"98019",47.745,-121.984,2090,3163 +"0524069011","20140911T000000",622500,3,2.5,2290,14374,"2",0,0,3,8,2290,0,1983,2012,"98075",47.5886,-122.074,2290,33450 +"7504010760","20150212T000000",660000,3,3,2470,11900,"2",0,0,3,9,2290,180,1976,0,"98074",47.641,-122.057,2590,11900 +"1788800610","20140902T000000",105000,3,1,840,8400,"1",0,0,3,6,840,0,1959,0,"98023",47.3277,-122.343,840,9450 +"7192800145","20141202T000000",420000,2,1,2100,4480,"1",0,0,5,7,1400,700,1908,0,"98126",47.574,-122.372,1570,4400 +"5566100145","20140903T000000",499950,3,1.5,1360,11250,"1",0,0,4,7,1360,0,1955,0,"98006",47.5697,-122.177,1440,11250 +"2024059052","20140814T000000",975000,6,3,3420,22421,"1",0,0,5,9,2270,1150,1948,0,"98006",47.5508,-122.189,2430,15560 +"2436700540","20141001T000000",665000,3,2.75,1930,2960,"1.5",0,0,5,7,1490,440,1929,0,"98105",47.6659,-122.287,2080,3760 +"7200001608","20140701T000000",540000,4,2.5,2180,10140,"1",0,0,4,7,1180,1000,1968,0,"98052",47.6822,-122.111,1840,9375 +"5612100065","20140529T000000",400000,4,2,1670,12056,"1",0,0,3,7,1670,0,1955,0,"98028",47.7418,-122.244,1860,12056 +"7785380150","20141215T000000",469950,4,2.75,2720,6427,"1",0,0,3,8,1650,1070,2008,0,"98146",47.4931,-122.354,2720,8484 +"4178310040","20141016T000000",777000,4,2.5,3170,9900,"2",0,0,4,8,3170,0,1979,0,"98007",47.6181,-122.147,2540,12400 +"1708400555","20140625T000000",346500,2,1.75,1610,6300,"1",0,0,3,7,1010,600,1941,0,"98108",47.554,-122.304,1370,5225 +"3629760330","20150311T000000",685000,3,2.5,2370,4950,"2",0,0,3,8,2370,0,2003,0,"98029",47.5465,-122.013,2230,4950 +"5469501830","20140624T000000",396500,3,2.5,2590,18980,"1",0,0,4,10,2590,0,1976,0,"98042",47.3839,-122.153,3110,14652 +"9829201058","20140504T000000",783500,3,2.5,2850,7130,"2",0,0,3,10,1990,860,1980,0,"98122",47.603,-122.289,2280,6459 +"1931300175","20140702T000000",575000,4,2,1660,4800,"1.5",0,0,3,7,1660,0,1922,0,"98103",47.6556,-122.345,1660,4800 +"7237500360","20141106T000000",1.5e+006,4,4.25,5550,12968,"2",0,0,3,11,5550,0,2005,0,"98059",47.5305,-122.135,4750,13001 +"0923000120","20150408T000000",515000,3,1.5,2200,7620,"1",0,0,4,7,1130,1070,1942,0,"98177",47.7263,-122.363,2170,7672 +"1446800995","20140805T000000",300000,3,2.5,2020,6628,"1",0,0,4,7,1250,770,1963,0,"98168",47.4934,-122.332,1540,9995 +"8732000410","20150114T000000",272000,3,1.5,1760,9600,"1",0,0,4,7,1760,0,1966,0,"98031",47.4085,-122.195,1450,9600 +"7303100210","20140527T000000",355000,4,2.25,1810,4970,"2",0,0,3,7,1810,0,2003,0,"98059",47.5003,-122.156,1810,4858 +"3348401622","20140731T000000",223000,3,2,1310,8440,"1",0,0,5,6,1310,0,1951,0,"98178",47.5003,-122.269,1790,10775 +"3793501400","20140820T000000",397000,4,2.5,3000,8584,"2",0,0,3,7,3000,0,2003,0,"98038",47.369,-122.032,2610,7570 +"2872100385","20150318T000000",460000,2,2,1080,5000,"1",0,0,5,6,1080,0,1923,0,"98117",47.6826,-122.394,1530,5000 +"1689400150","20150206T000000",848000,3,2.75,2170,2738,"1.5",0,0,4,9,1550,620,1930,0,"98109",47.6389,-122.349,1170,1062 +"2887701251","20141007T000000",392800,2,1,740,4275,"1",0,0,5,6,740,0,1924,0,"98115",47.688,-122.308,1900,4275 +"3528000040","20141001T000000",1.69e+006,3,3.25,5290,224442,"2",0,0,4,11,4540,750,1988,0,"98053",47.6671,-122.051,3750,84936 +"3528000040","20150326T000000",1.8e+006,3,3.25,5290,224442,"2",0,0,4,11,4540,750,1988,0,"98053",47.6671,-122.051,3750,84936 +"3787000120","20150122T000000",577000,3,2.25,2370,7878,"2",0,0,3,8,2370,0,1985,0,"98034",47.7281,-122.168,1870,7766 +"5693500760","20140707T000000",570000,3,1,1890,3330,"1.5",0,0,4,7,1390,500,1901,0,"98103",47.6597,-122.352,1530,3330 +"8892900180","20140617T000000",250000,3,1.75,1160,6134,"1",0,0,3,7,1160,0,1998,0,"98002",47.3414,-122.218,1330,6301 +"5458800330","20140904T000000",645000,4,1.75,1550,7350,"1.5",0,0,4,8,1550,0,1958,0,"98040",47.5795,-122.235,1860,7350 +"1560930450","20141024T000000",567500,3,2.5,3090,67082,"2",0,0,3,9,3090,0,1990,0,"98038",47.4032,-122.023,3650,62290 +"6699930360","20140722T000000",337000,4,2.5,2610,5240,"2",0,0,3,8,2610,0,2004,0,"98038",47.345,-122.042,2480,5240 +"1423900580","20140625T000000",280000,3,1.75,1230,8250,"1",0,0,3,7,1230,0,1966,0,"98058",47.4526,-122.176,1250,8250 +"7338000730","20140728T000000",167000,3,1.5,1280,5547,"2",0,0,4,6,1280,0,1985,0,"98002",47.3344,-122.215,1150,4500 +"4364700730","20140530T000000",280000,2,1,1880,7560,"1",0,0,3,6,940,940,1919,0,"98126",47.5261,-122.374,1280,7560 +"7305300760","20141222T000000",317500,2,1.5,1220,8409,"1",0,0,4,6,1220,0,1948,0,"98155",47.7534,-122.324,1130,8409 +"2488200455","20140703T000000",405500,2,2.75,1350,1252,"2",0,0,3,8,1120,230,2006,0,"98136",47.522,-122.39,1410,1265 +"0318900120","20150123T000000",495000,4,2.5,2370,15336,"2",0,0,3,8,2370,0,1995,0,"98024",47.5633,-121.901,2110,15925 +"7504110330","20150128T000000",691000,4,3,3040,11651,"2",0,0,3,10,3040,0,1987,0,"98074",47.6348,-122.038,2540,11815 +"2222039011","20141103T000000",480000,5,1.75,2080,217800,"1",0,0,5,7,2080,0,1963,0,"98070",47.3884,-122.404,1670,213008 +"6021502300","20150211T000000",549010,2,1.75,1560,4141,"1",0,0,4,7,880,680,1942,0,"98117",47.6863,-122.382,1210,4141 +"3630110360","20150422T000000",750000,5,3.5,2980,5809,"2",0,2,3,8,2980,0,2005,0,"98029",47.5537,-121.996,2120,3416 +"1529300410","20150224T000000",365000,2,1,870,5689,"1",0,0,4,7,870,0,1948,0,"98103",47.6988,-122.351,1100,5711 +"2426049154","20150305T000000",412500,3,1.75,1660,10716,"1",0,0,3,7,1100,560,1988,0,"98034",47.7326,-122.234,1630,7626 +"6204420180","20140603T000000",425000,3,2.25,1870,9000,"1",0,0,3,7,1440,430,1978,0,"98011",47.7373,-122.198,1870,8640 +"8085400410","20150331T000000",920000,3,1,1410,9656,"1",0,0,3,7,960,450,1953,0,"98004",47.6354,-122.208,2410,9384 +"8731980880","20141222T000000",340000,4,2.25,2180,8000,"1",0,0,4,9,1630,550,1975,0,"98023",47.317,-122.378,2310,8000 +"0626049115","20141105T000000",405000,4,2.5,2620,8960,"1",0,0,5,7,1520,1100,1955,0,"98133",47.7642,-122.335,1880,8960 +"6388910040","20150324T000000",537100,3,2.5,2450,7051,"1",0,0,3,8,1870,580,1990,0,"98056",47.5308,-122.171,2450,8788 +"1748800120","20150318T000000",353500,4,2.5,3250,4650,"2",0,0,3,8,3250,0,2007,0,"98031",47.4004,-122.203,2960,4650 +"4077800582","20140912T000000",522000,3,1,1150,7080,"1",0,0,3,7,1150,0,1952,0,"98125",47.7106,-122.288,1490,7921 +"7202260210","20141010T000000",710000,4,2.75,2780,6978,"2",0,0,3,8,2780,0,2001,0,"98053",47.6881,-122.04,2760,5460 +"5095600360","20150312T000000",329950,3,1.75,1360,13320,"1",0,0,4,7,1360,0,1985,0,"98059",47.4625,-122.069,1580,13625 +"2607801120","20150420T000000",830000,5,2.5,2810,14207,"1",0,3,3,9,1540,1270,1979,0,"98008",47.5742,-122.11,3190,14000 +"9542200610","20150219T000000",800500,4,2.5,1780,11130,"1",0,0,5,8,1780,0,1962,0,"98005",47.5931,-122.178,2610,11130 +"8092000330","20140528T000000",168500,3,1,1100,10125,"1",0,0,3,7,1100,0,1969,0,"98042",47.367,-122.107,1570,10650 +"7852020790","20140627T000000",490000,3,2.5,2230,5348,"2",0,0,3,8,2230,0,2000,0,"98065",47.5347,-121.866,2190,5205 +"6379500227","20141006T000000",579000,3,2.5,1710,1904,"2",0,0,3,8,1140,570,2003,0,"98116",47.5827,-122.387,1260,1316 +"6790200180","20140603T000000",600000,4,2.5,2620,9873,"2",0,0,3,8,2620,0,1987,0,"98075",47.5822,-122.051,2520,9935 +"1781500155","20140529T000000",445000,4,1.75,1990,4725,"1.5",0,0,4,7,1190,800,1944,0,"98126",47.5275,-122.38,1240,4961 +"3424069154","20140624T000000",362500,4,1.75,1450,8450,"1",0,0,3,7,1450,0,1960,0,"98027",47.5289,-122.028,1540,8450 +"1683500180","20140514T000000",234000,4,2,1630,9010,"1",0,0,4,7,1050,580,1975,0,"98092",47.317,-122.196,1670,7820 +"1523300180","20140709T000000",321500,1,1,730,1942,"1",0,0,3,7,730,0,2008,0,"98144",47.5939,-122.299,1020,2183 +"1868901120","20140606T000000",660000,3,1.75,1980,3300,"1.5",0,0,4,7,1140,840,1926,0,"98115",47.6733,-122.298,1590,5000 +"0822059101","20140925T000000",319000,4,1,1730,36356,"1.5",0,0,4,6,1730,0,1954,0,"98031",47.4135,-122.199,1380,14060 +"3421069020","20141020T000000",314000,3,1.75,1350,217852,"1",0,0,3,8,1100,250,1953,0,"98022",47.2628,-122.03,2190,217800 +"2769602710","20141006T000000",517950,3,2,1410,5000,"1",0,0,5,7,740,670,1908,0,"98107",47.6752,-122.361,1830,4000 +"6071300180","20140714T000000",525000,5,2.5,2360,10081,"1",0,0,4,7,1180,1180,1961,0,"98006",47.5552,-122.178,2200,10461 +"3211101010","20150211T000000",319500,3,1,1190,8450,"1",0,0,5,6,1190,0,1961,0,"98059",47.4807,-122.157,1660,8450 +"9471201175","20140506T000000",1.58e+006,4,3.25,3760,10920,"1.5",0,0,5,9,2400,1360,1950,0,"98105",47.6687,-122.264,3430,11050 +"2009003136","20140822T000000",325000,1,1,1220,12426,"1",0,4,4,6,1220,0,1946,0,"98198",47.4047,-122.331,2770,22270 +"7574910220","20140731T000000",795000,4,2.5,2920,32219,"2",0,0,5,10,2920,0,1995,0,"98077",47.7439,-122.041,3420,37206 +"1370801465","20140619T000000",850000,2,1.75,1590,5136,"1.5",0,3,3,9,1320,270,1927,0,"98199",47.6424,-122.411,2520,5243 +"1245500730","20141208T000000",1.01e+006,5,3.25,3510,10930,"2",0,0,3,9,3510,0,2013,0,"98033",47.6914,-122.21,1970,7488 +"2767603591","20140804T000000",475000,3,2.5,1320,1310,"3",0,0,3,8,1320,0,2006,0,"98107",47.6719,-122.38,1350,1250 +"8718500665","20140724T000000",375000,3,1,1610,11250,"1",0,0,3,7,1090,520,1975,0,"98028",47.7391,-122.256,2040,10692 +"0106000395","20140624T000000",405000,3,1,1410,8053,"1",0,0,4,7,1410,0,1951,0,"98177",47.704,-122.367,1170,8042 +"5538300120","20141015T000000",420000,4,2.5,2170,10500,"1",0,0,3,7,1570,600,1962,0,"98155",47.7512,-122.295,1850,11127 +"9405800040","20141016T000000",775000,4,1.75,1890,4800,"1.5",0,0,3,7,1390,500,1906,0,"98119",47.6405,-122.367,1890,4800 +"3630180450","20150407T000000",800000,4,2.75,3260,5000,"2",0,0,3,9,3260,0,2007,0,"98027",47.5395,-121.997,3450,6218 +"8126300610","20150401T000000",436800,3,1.75,2080,12714,"2",0,0,4,8,1540,540,1984,0,"98052",47.7056,-122.162,2080,12107 +"0546000910","20141203T000000",620000,3,1.75,2040,4005,"1.5",0,0,4,8,1740,300,1930,0,"98117",47.6885,-122.38,1380,4005 +"2268000180","20150325T000000",230000,3,1,1250,9035,"1",0,0,4,7,1250,0,1970,0,"98003",47.275,-122.302,1350,10425 +"3333002450","20140708T000000",165000,1,1,850,8050,"1",0,0,2,6,850,0,1906,0,"98118",47.5427,-122.288,1590,5180 +"3333002450","20150122T000000",490000,1,1,850,8050,"1",0,0,2,6,850,0,1906,0,"98118",47.5427,-122.288,1590,5180 +"6072000910","20140806T000000",480000,3,1.75,1600,8400,"1",0,0,5,8,1600,0,1963,0,"98006",47.5479,-122.179,2210,8400 +"4113800330","20140606T000000",570000,3,2.5,2400,6975,"2",0,0,3,9,2400,0,1993,0,"98056",47.534,-122.179,2640,11172 +"3764500180","20150124T000000",615000,3,2.25,1870,4894,"2",0,0,4,8,1750,120,1992,0,"98033",47.6943,-122.19,1920,5988 +"1326049170","20140924T000000",280000,3,1,1720,9605,"1",0,0,3,7,860,860,1969,0,"98028",47.7439,-122.242,1720,9998 +"9238450210","20140623T000000",326000,3,1,1030,9834,"1",0,0,3,7,1030,0,1969,0,"98072",47.7676,-122.164,1210,9875 +"2436700666","20150216T000000",550700,2,2.25,1190,1499,"2",0,0,3,9,1100,90,2004,0,"98105",47.6666,-122.285,1430,1332 +"3043200035","20140701T000000",600000,2,1,910,2002,"1.5",0,0,3,6,910,0,1900,0,"98112",47.6188,-122.306,1190,1208 +"1424069044","20140910T000000",450000,3,1,1290,47044,"1",0,0,3,7,1150,140,1968,0,"98029",47.5655,-121.998,1960,49658 +"3037200141","20150309T000000",546000,2,2.25,1530,1324,"2",0,0,3,8,1280,250,2010,0,"98122",47.6032,-122.311,1410,1689 +"1323089107","20150121T000000",585000,3,2.5,2330,33750,"2",0,0,3,9,2330,0,1983,2001,"98045",47.4787,-121.723,2270,35000 +"8024201714","20141117T000000",489000,3,1.75,2090,7667,"1",0,2,3,7,1200,890,1952,0,"98115",47.7007,-122.312,1480,7666 +"9829200325","20140617T000000",765000,3,2,1570,7000,"2",0,2,4,8,1050,520,1971,0,"98122",47.6061,-122.286,1990,6675 +"0723039189","20150102T000000",519000,3,1.75,1560,26099,"1",0,3,4,8,1560,0,1973,0,"98070",47.5023,-122.467,1760,19687 +"1352300120","20140529T000000",262000,2,1,1500,4120,"1.5",0,0,3,5,880,620,1928,0,"98055",47.4857,-122.2,1300,4120 +"5101404351","20140702T000000",550000,4,2.75,2160,5005,"1",0,0,3,7,1430,730,1987,0,"98115",47.6971,-122.302,1770,5326 +"7211401485","20140606T000000",285000,2,1,780,5000,"1",0,0,4,6,780,0,1943,0,"98146",47.5112,-122.357,1030,5000 +"5631500967","20150204T000000",476000,4,1.75,2340,17541,"1",0,0,4,7,1360,980,1956,0,"98028",47.745,-122.229,2250,9212 +"2425049061","20140825T000000",2.2e+006,3,2,3570,30456,"1",0,1,3,8,2070,1500,1946,1982,"98039",47.6413,-122.24,3570,27418 +"7518503065","20140623T000000",335000,1,1,720,5100,"1",0,0,3,6,720,0,1907,0,"98117",47.6821,-122.38,1320,5100 +"1796000120","20141023T000000",510000,4,2,2990,102366,"1",0,0,4,8,2990,0,1974,0,"98092",47.3068,-122.088,2820,57140 +"1922059197","20140918T000000",291000,3,2.25,1860,13939,"1",0,0,4,7,1860,0,1961,0,"98030",47.3746,-122.217,1530,10018 +"7849201020","20140821T000000",335000,4,1.75,1950,13440,"1.5",0,0,4,6,1950,0,1931,0,"98065",47.5232,-121.821,1300,7432 +"1126049103","20140829T000000",415000,3,1.5,1860,9003,"1",0,0,3,7,1490,370,1955,0,"98028",47.7624,-122.26,2090,11574 +"0065000085","20140708T000000",430000,3,2,1550,6039,"1",0,0,5,7,830,720,1942,0,"98126",47.5436,-122.378,1330,6042 +"9211510410","20150407T000000",270000,3,1.75,1610,6205,"1",0,0,4,7,1210,400,1979,0,"98023",47.3004,-122.383,1780,8056 +"2301400325","20150407T000000",760000,3,2,1810,4500,"1",0,0,4,7,980,830,1906,0,"98117",47.681,-122.359,1800,4500 +"7132300540","20150508T000000",450000,2,2,1730,4248,"2",0,0,3,7,1730,0,1905,0,"98144",47.5933,-122.308,1380,4000 +"0323059103","20150403T000000",425000,3,2.5,1230,23522,"1",0,0,4,7,1230,0,1978,0,"98059",47.515,-122.162,2340,23522 +"4083306705","20141121T000000",725000,4,2.5,2130,3420,"1.5",0,0,4,7,1730,400,1916,0,"98103",47.649,-122.336,1520,3420 +"1245001216","20140721T000000",700000,3,2.75,2190,11060,"1",0,0,4,7,1610,580,1973,0,"98033",47.6893,-122.208,2020,8588 +"0293760210","20140826T000000",998000,5,4.5,4130,10404,"2",0,0,3,10,4130,0,2004,0,"98029",47.5556,-122.03,3890,11531 +"3782400040","20150508T000000",396000,3,2.25,1680,9766,"2",0,0,3,7,1680,0,1989,0,"98019",47.7341,-121.981,1590,9757 +"2726049164","20140605T000000",547000,3,2.5,1480,8381,"1",0,0,4,7,1480,0,1968,0,"98125",47.7078,-122.288,1710,8050 +"9183701085","20150415T000000",302000,4,1.5,1790,10200,"1",0,0,4,8,1210,580,1963,0,"98030",47.3774,-122.225,1540,6600 +"1623300325","20141021T000000",999000,5,3.5,2810,2700,"2",0,0,5,9,1900,910,1910,0,"98117",47.6799,-122.363,1510,3800 +"7987401010","20140703T000000",633000,4,2.5,2360,10000,"1",0,3,3,8,1980,380,1977,0,"98126",47.573,-122.374,2480,5000 +"2131200065","20141211T000000",265800,3,1.75,1460,7361,"1",0,0,3,6,1460,0,1982,0,"98019",47.7436,-121.979,1460,7505 +"6141600065","20141016T000000",530000,3,2.25,2160,8114,"1",0,0,3,8,1460,700,1960,0,"98133",47.7176,-122.35,2160,8000 +"1562100220","20150501T000000",605000,6,2,2610,9132,"1",0,0,4,8,1320,1290,1965,0,"98007",47.622,-122.14,2170,8000 +"7853300970","20150421T000000",489000,4,2.5,2170,4587,"2",0,0,3,7,2170,0,2006,0,"98065",47.5396,-121.889,2170,5211 +"8687800065","20140702T000000",305000,2,1,2160,12960,"1",0,0,3,7,1360,800,1968,0,"98168",47.4702,-122.261,2070,12960 +"1504800097","20140613T000000",513000,4,2.75,2020,7070,"1",0,0,5,7,1010,1010,1958,0,"98126",47.5202,-122.378,1390,6000 +"3630160610","20140716T000000",765000,4,2.5,2980,5000,"2",0,0,3,10,2980,0,2006,0,"98027",47.5431,-121.997,3140,5500 +"6852700477","20140916T000000",550000,2,1.5,1300,2970,"1",0,0,3,7,990,310,1903,0,"98102",47.6233,-122.319,1700,3000 +"2592220040","20140724T000000",974350,4,2.5,3090,10730,"2",0,0,5,8,2420,670,1985,0,"98006",47.5458,-122.141,2220,7875 +"7524950730","20150327T000000",653675,4,2.25,2280,7229,"2",0,0,4,8,2280,0,1984,0,"98027",47.5609,-122.081,2320,7735 +"1545807920","20141015T000000",245000,3,1.75,1260,8614,"1",0,0,4,7,1260,0,1985,0,"98038",47.3586,-122.056,1600,8614 +"3213200180","20150505T000000",700180,2,1.75,1530,4387,"1",0,0,3,8,1020,510,1952,0,"98115",47.6726,-122.264,1870,5029 +"3577300040","20150430T000000",510000,3,2.5,1830,8133,"1",0,0,3,8,1390,440,1996,0,"98028",47.7478,-122.247,2310,11522 +"2064800610","20141025T000000",390000,3,2.5,1610,10292,"1",0,0,4,7,1190,420,1969,0,"98056",47.5349,-122.174,1940,8700 +"7215730120","20150504T000000",606500,3,2.5,2170,5500,"2",0,0,3,8,2170,0,2000,0,"98075",47.5975,-122.018,2170,5862 +"0629800540","20140909T000000",1.5e+006,4,4.25,5020,26319,"2",0,0,3,12,5020,0,1998,0,"98074",47.6008,-122.01,4930,26319 +"7575610760","20150507T000000",290000,3,2.25,1620,7772,"2",0,0,4,8,1620,0,1988,0,"98003",47.3521,-122.302,1710,6455 +"0104500730","20150224T000000",115000,3,1.75,1080,7942,"1",0,0,3,7,1080,0,1981,0,"98023",47.3141,-122.355,1380,8244 +"8137500730","20140507T000000",500000,3,2.5,1940,37565,"1",0,0,4,8,1940,0,1987,0,"98027",47.4801,-122.063,2560,37565 +"9543000205","20150413T000000",139950,0,0,844,4269,"1",0,0,4,7,844,0,1913,0,"98001",47.2781,-122.25,1380,9600 +"3543900418","20140515T000000",580050,3,2.5,2360,4638,"2",0,3,3,9,2360,0,1996,0,"98115",47.6837,-122.321,1620,4638 +"8929000230","20150306T000000",550000,3,2.5,2010,2261,"2",0,0,3,8,1390,620,2014,0,"98029",47.5514,-121.998,1690,1899 +"2856100360","20150409T000000",465000,3,1,800,3060,"1.5",0,0,4,6,800,0,1903,0,"98117",47.6769,-122.389,1180,3060 +"6413600276","20150324T000000",354950,3,1,970,5922,"1.5",0,0,3,7,970,0,1949,0,"98125",47.719,-122.321,1730,6128 +"8562720230","20141107T000000",980000,4,3.25,3720,7150,"2",0,2,3,11,3720,0,2007,0,"98027",47.5359,-122.069,4040,7442 +"3579000410","20140905T000000",500000,3,2.25,2010,7447,"2",0,0,3,8,2010,0,1985,0,"98028",47.747,-122.248,2230,7846 +"3856904655","20150329T000000",667750,4,1,1430,4080,"1.5",0,0,3,7,1430,0,1924,0,"98105",47.6696,-122.324,1760,4080 +"8832900360","20150428T000000",735000,3,1.75,2250,11520,"1",0,1,3,8,2250,0,1956,0,"98028",47.7619,-122.268,2730,12445 +"4058200040","20140917T000000",361000,3,1.75,2130,8742,"1",0,3,3,7,1330,800,1955,0,"98178",47.5057,-122.231,2380,7448 +"4178501020","20150105T000000",276750,3,2,1620,12482,"1",0,0,4,7,1290,330,1989,0,"98042",47.3584,-122.086,1560,8499 +"8562790730","20140822T000000",760000,4,3.25,3140,3680,"2",0,0,3,10,2310,830,2009,0,"98027",47.5319,-122.076,2620,2664 +"0455000841","20140829T000000",475000,2,1,870,7975,"1",0,2,3,7,870,0,1946,0,"98107",47.6698,-122.361,1080,5722 +"2154900330","20140827T000000",234000,4,2.5,1820,8217,"1",0,0,3,7,1120,700,1987,0,"98001",47.263,-122.242,1310,8217 +"8159610150","20141117T000000",234950,3,2,1510,9153,"1",0,0,4,7,1510,0,1974,0,"98001",47.3412,-122.273,1780,9286 +"1545800730","20150222T000000",269950,2,1.75,1320,7540,"1",0,0,3,7,1320,0,1968,0,"98038",47.3634,-122.052,1570,7540 +"3904980360","20150112T000000",495000,3,2.5,1800,7318,"2",0,0,3,8,1800,0,1989,0,"98029",47.5747,-122.008,1800,5414 +"5100403321","20150318T000000",438000,2,1,1120,6380,"1",0,0,3,7,1120,0,1942,1994,"98115",47.6951,-122.316,1230,6380 +"1326069151","20150224T000000",260000,3,1.75,2160,22702,"1",0,0,4,7,2160,0,1981,0,"98019",47.7355,-121.982,1820,22687 +"0629410180","20141208T000000",697000,4,2.5,3220,6399,"2",0,0,3,9,3220,0,2004,0,"98075",47.5883,-121.991,2850,6399 +"7452500815","20150310T000000",212625,2,1,960,5000,"1",0,0,3,6,960,0,1951,0,"98126",47.5188,-122.372,930,5000 +"6840701135","20141110T000000",593000,5,2.5,2640,4400,"1.5",0,0,5,7,1840,800,1925,0,"98122",47.605,-122.3,1720,4400 +"5104512060","20141212T000000",410000,4,3,2430,7243,"2",0,0,3,8,2430,0,2003,0,"98038",47.3533,-122.016,2430,7084 +"2917200365","20140610T000000",445434,2,1,1470,7137,"1",0,0,3,7,1020,450,1941,0,"98103",47.7008,-122.352,1470,7067 +"5151600040","20140911T000000",200126,3,2.5,2040,15463,"1",0,0,3,8,1340,700,1968,0,"98003",47.3334,-122.322,2370,12672 +"2025700790","20140811T000000",290700,3,2.5,1670,6666,"2",0,0,4,7,1670,0,1992,0,"98038",47.3488,-122.033,1370,6170 +"7686204675","20150129T000000",248000,4,1,1010,7515,"1",0,0,4,6,1010,0,1955,0,"98198",47.4174,-122.316,1330,7515 +"0126039305","20141013T000000",345000,1,1,540,10125,"1",0,0,3,5,540,0,1961,0,"98177",47.7739,-122.358,1840,10125 +"1930300915","20140820T000000",525000,3,1,1240,4800,"1",0,0,3,7,800,440,1951,0,"98103",47.6563,-122.353,1440,4800 +"9477100330","20141212T000000",400000,3,1.75,1510,8385,"1",0,0,3,7,1510,0,1968,0,"98034",47.7279,-122.195,1570,7480 +"0513000665","20150408T000000",532000,3,1,1820,5750,"1",0,0,3,7,1120,700,1918,0,"98116",47.5773,-122.383,1500,5750 +"8581400450","20141028T000000",159995,2,1,1000,5026,"1",0,0,5,5,760,240,1915,0,"98002",47.297,-122.225,990,5026 +"1061500360","20141016T000000",287000,5,1.5,2040,11772,"1",0,0,4,7,1030,1010,1963,0,"98056",47.5015,-122.166,1560,9435 +"1373800330","20150420T000000",1.115e+006,4,2.5,3690,11191,"1",0,3,4,10,2190,1500,1951,0,"98199",47.6434,-122.412,3460,8160 +"2597520790","20150423T000000",765000,3,2.5,2310,11993,"2",0,0,3,9,2310,0,1988,0,"98006",47.5438,-122.139,2830,10031 +"2525300540","20141114T000000",185000,3,1.5,1090,9605,"1",0,0,4,6,1090,0,1969,0,"98038",47.3609,-122.028,1160,10487 +"3797000035","20140521T000000",430000,3,1,1150,3000,"1",0,0,5,6,1150,0,1906,0,"98103",47.6867,-122.345,1460,3200 +"3709600180","20140526T000000",346000,4,2.5,2100,3916,"2",0,0,3,8,2100,0,2009,0,"98058",47.4324,-122.185,2100,3916 +"3902300210","20140715T000000",607000,4,2.75,2150,16728,"1",0,0,4,8,1240,910,1982,0,"98033",47.6915,-122.183,2200,9257 +"2113700620","20140804T000000",417000,3,1.5,2500,6000,"1.5",0,0,5,7,1730,770,1941,1984,"98106",47.5297,-122.354,1340,5000 +"5700003705","20140619T000000",930000,5,2,3530,9385,"1.5",0,0,3,9,3530,0,1925,0,"98144",47.5774,-122.285,4100,9203 +"0034001540","20150423T000000",573300,2,1.75,1290,6600,"1",0,2,3,7,870,420,1951,0,"98136",47.531,-122.39,2380,7370 +"2976800145","20150406T000000",260000,4,1.75,2010,10816,"1",0,0,3,7,1410,600,1955,0,"98178",47.5048,-122.251,1610,9360 +"7549801385","20140612T000000",280000,1,0.75,420,6720,"1",0,0,3,5,420,0,1922,0,"98108",47.552,-122.311,1420,6720 +"9103000360","20141218T000000",825000,4,2.5,2180,4000,"2",0,0,3,8,2180,0,1920,2005,"98122",47.6186,-122.288,2660,4000 +"7304300720","20140610T000000",307000,4,1,1150,8184,"1.5",0,0,3,6,1150,0,1947,0,"98155",47.7431,-122.319,990,8184 +"1254200835","20140813T000000",595000,4,1.75,2000,5100,"1",0,0,4,7,1130,870,1949,0,"98117",47.6798,-122.391,1540,5100 +"8562700410","20150415T000000",528000,5,1.75,2780,7786,"1",0,0,3,8,1390,1390,1966,0,"98052",47.6694,-122.157,2130,7918 +"7558800620","20140822T000000",600000,2,1.75,1550,7764,"1",1,4,4,8,1550,0,1965,1986,"98070",47.358,-122.446,1690,11620 +"2122049038","20150302T000000",275000,2,1,2180,12875,"1",0,0,3,7,1480,700,1959,0,"98198",47.3757,-122.303,1800,7447 +"2397101075","20140702T000000",782000,2,1.5,1570,3600,"1.5",0,2,4,7,1320,250,1906,0,"98119",47.6366,-122.363,2140,3600 +"7695470120","20140808T000000",610000,3,2.5,2260,33042,"1",0,0,3,9,1660,600,1986,0,"98077",47.7634,-122.086,2600,40115 +"4083304700","20141125T000000",488000,3,1,1600,3200,"1.5",0,0,3,7,1600,0,1909,0,"98103",47.653,-122.331,1860,3420 +"7857001225","20150403T000000",320000,3,1,1630,5000,"1",0,0,3,7,930,700,1954,0,"98108",47.5497,-122.295,1630,5480 +"4356200210","20150318T000000",153500,3,1,890,4810,"1",0,0,3,6,890,0,1910,0,"98118",47.5153,-122.266,1230,6057 +"3840700205","20150319T000000",414500,3,1,1350,9450,"1",0,0,3,7,1350,0,1979,0,"98034",47.7186,-122.236,1460,9461 +"7739100155","20140804T000000",750000,5,1.75,2850,11860,"1",0,0,3,9,2850,0,1951,0,"98155",47.7503,-122.28,2640,11604 +"1720069029","20150313T000000",349990,3,1,1350,165092,"1",0,3,5,6,1350,0,1925,0,"98022",47.2217,-122.063,2300,211266 +"0921049141","20141201T000000",645000,3,2.25,3280,79279,"1",0,0,3,10,3280,0,2001,0,"98003",47.3207,-122.293,1860,24008 +"6909700205","20150406T000000",425000,2,1,1090,6000,"1",0,0,3,7,1090,0,1922,0,"98144",47.5886,-122.292,1960,5000 +"2725069164","20140805T000000",785000,4,2.5,2990,9374,"2",0,0,3,9,2990,0,2003,0,"98074",47.6287,-122.024,2440,8711 +"3523069060","20141107T000000",290000,3,1.75,1340,63597,"1",0,0,4,7,1340,0,1963,0,"98038",47.4379,-122.011,1950,87120 +"3523069060","20150401T000000",415000,3,1.75,1340,63597,"1",0,0,4,7,1340,0,1963,0,"98038",47.4379,-122.011,1950,87120 +"4302200790","20140814T000000",248500,2,1,720,5160,"1",0,0,3,6,720,0,1949,0,"98106",47.5274,-122.357,990,5160 +"8899210610","20140723T000000",325000,3,2.5,2330,8627,"1",0,0,4,7,1480,850,1980,0,"98055",47.4543,-122.21,1940,9607 +"5631500905","20140723T000000",272925,2,1,1280,5728,"1.5",0,0,5,6,1280,0,1941,0,"98028",47.7477,-122.232,2480,9775 +"2770601530","20140826T000000",500000,2,2.25,1570,1269,"2",0,0,3,9,1280,290,2015,0,"98199",47.6514,-122.385,1570,6000 +"7831800411","20141020T000000",250000,4,1.75,1510,5500,"1.5",0,0,3,7,1510,0,1920,0,"98106",47.535,-122.359,1320,6431 +"0326049103","20140922T000000",470000,4,2.5,2470,8536,"2",0,0,3,8,2470,0,2002,0,"98155",47.7699,-122.292,1690,8840 +"1231001115","20141001T000000",440000,2,1,1190,3400,"1",0,0,4,7,990,200,1917,0,"98118",47.5539,-122.268,1180,4000 +"1041440360","20150105T000000",299999,4,2.5,1981,4828,"2",0,0,3,8,1981,0,2013,0,"98092",47.3252,-122.167,1981,3783 +"5001700040","20150327T000000",255000,3,1.75,1590,7810,"1",0,0,4,7,1590,0,1959,0,"98002",47.2932,-122.22,1470,7810 +"4037200665","20140813T000000",415950,3,1.75,1150,7700,"1",0,0,3,7,1150,0,1957,0,"98008",47.6048,-122.121,1650,8000 +"5249802520","20140805T000000",402000,5,2.75,2160,7200,"1.5",0,0,3,7,1220,940,1955,0,"98118",47.5576,-122.273,1900,7200 +"3585300410","20150424T000000",729000,3,1.5,1770,30689,"1",0,4,3,9,1770,0,1953,0,"98177",47.7648,-122.37,2650,30280 +"1624049087","20140917T000000",635000,2,2.5,2470,8840,"2",0,0,4,8,1780,690,2001,0,"98108",47.5693,-122.301,1940,8840 +"8121200530","20141008T000000",479000,3,2.5,1710,8998,"2",0,0,3,8,1710,0,1982,0,"98052",47.7236,-122.11,1710,9859 +"6705120540","20141222T000000",462370,2,2.25,1860,2670,"2",0,0,4,8,1860,0,1986,0,"98006",47.5436,-122.187,1860,2531 +"3353402390","20150501T000000",171500,3,1,1150,6480,"1.5",0,0,4,5,1150,0,1946,0,"98001",47.2642,-122.258,1100,7300 +"6190000035","20140715T000000",925000,5,3,3850,9457,"2",0,0,4,9,2910,940,1963,0,"98177",47.727,-122.362,2830,9608 +"1313000220","20140513T000000",675000,5,3,3410,9600,"1",0,0,4,8,1870,1540,1968,0,"98052",47.6358,-122.103,2390,9679 +"0921059161","20140623T000000",320000,4,1.5,1890,43560,"1",0,0,4,8,1890,0,1974,0,"98092",47.3267,-122.166,2376,5820 +"1823069279","20140520T000000",499950,5,3.5,3200,43560,"2",0,0,3,7,3200,0,1989,0,"98059",47.475,-122.093,2730,43560 +"0826059152","20141117T000000",435000,5,1,2170,65340,"1.5",0,0,4,7,1670,500,1930,0,"98011",47.7555,-122.204,3170,12884 +"4136930360","20140605T000000",359800,4,2.5,2390,6426,"2",0,0,3,9,2390,0,1999,0,"98092",47.2586,-122.221,2520,6700 +"7697870530","20140507T000000",239900,3,2,1410,7566,"1",0,0,3,7,1410,0,1985,0,"98030",47.3674,-122.182,1570,7210 +"1024000109","20140710T000000",295000,2,1,740,4459,"1",0,2,3,5,740,0,1915,0,"98116",47.5704,-122.409,1490,4700 +"5112800234","20150304T000000",380000,3,2.5,2150,25705,"1.5",0,0,3,6,2150,0,1980,2009,"98058",47.4514,-122.089,1850,20160 +"8122101115","20150421T000000",435000,4,2.5,2180,6500,"2",0,0,3,7,1410,770,1945,0,"98126",47.5365,-122.37,920,6500 +"6933600540","20140820T000000",508000,2,1,820,5040,"1",0,0,3,7,820,0,1953,0,"98199",47.6498,-122.388,1730,5760 +"6169900790","20140620T000000",2.4e+006,6,4.5,5480,10800,"2",0,3,4,9,4430,1050,1999,0,"98119",47.6307,-122.367,2970,7200 +"8001210120","20140916T000000",234500,4,2.5,1960,7875,"1",0,0,3,7,1220,740,1978,0,"98001",47.3427,-122.274,2030,7650 +"1931300870","20140528T000000",355000,2,1,1270,3200,"1",0,0,4,7,960,310,1920,0,"98103",47.6565,-122.348,1410,1320 +"8651441210","20140801T000000",230000,3,2,1710,5200,"1",0,0,5,7,1030,680,1977,0,"98042",47.3651,-122.094,1390,5200 +"1217000481","20150211T000000",345000,3,1.75,1930,9000,"1",0,1,4,7,1150,780,1951,0,"98166",47.4539,-122.348,1590,9000 +"7925100271","20140520T000000",430000,3,1.75,1200,4500,"1",0,0,5,7,1200,0,1906,0,"98108",47.5553,-122.316,1340,4500 +"1233100366","20141215T000000",500000,3,1.5,1680,17409,"1",0,0,3,7,1680,0,1962,0,"98033",47.6766,-122.176,1680,9101 +"9250900124","20150505T000000",378000,4,1,1300,6075,"1",0,0,5,7,1300,0,1954,0,"98133",47.773,-122.349,1450,7320 +"7852050220","20140808T000000",345000,3,2.5,1540,3237,"2",0,0,3,7,1540,0,1999,0,"98065",47.5299,-121.878,1780,3411 +"9297301520","20150329T000000",410000,2,1.75,870,4000,"1",0,0,3,6,870,0,1941,0,"98126",47.5657,-122.376,1420,4000 +"8615800325","20140822T000000",750000,2,2.25,1890,5400,"2",0,0,5,8,1610,280,1905,0,"98105",47.6688,-122.31,2820,4860 +"9512500610","20150122T000000",485000,4,1.75,2050,8913,"1",0,0,3,7,1330,720,1968,0,"98052",47.6735,-122.151,1290,8550 +"4311700120","20150317T000000",105000,3,1,880,18109,"1",0,0,4,6,880,0,1970,0,"98042",47.3634,-122.101,940,11193 +"1930301325","20150423T000000",1.025e+006,3,2.75,2780,4000,"2",0,2,5,8,1960,820,1904,0,"98103",47.6565,-122.355,1490,4800 +"3888100133","20141014T000000",360000,3,1,1160,10988,"1",0,0,3,7,1160,0,1965,0,"98033",47.6818,-122.165,1670,51376 +"9510900610","20141030T000000",294000,5,2.75,2300,7600,"1",0,0,4,7,1400,900,1969,0,"98023",47.3084,-122.372,1750,8500 +"5469502060","20141009T000000",400000,4,2.5,3140,12792,"2",0,0,4,9,3140,0,1977,0,"98042",47.3863,-122.156,2510,12792 +"2946002914","20150102T000000",325000,3,1.75,2300,6200,"1",0,0,4,7,1150,1150,1970,0,"98198",47.4176,-122.323,1740,6600 +"7856640180","20140904T000000",770000,3,2.5,2900,23550,"1",0,0,3,10,1490,1410,1987,0,"98006",47.5708,-122.153,2900,19604 +"6204200180","20140709T000000",443000,3,2.25,1920,8223,"2",0,0,4,7,1920,0,1989,0,"98011",47.735,-122.201,1940,7274 +"5145100180","20140917T000000",325000,3,1,1150,7486,"1",0,0,3,7,1150,0,1970,0,"98034",47.7261,-122.219,1510,7486 +"3905090410","20150123T000000",760000,4,2.5,3120,8792,"2",0,0,4,9,3120,0,1992,0,"98029",47.5699,-121.993,2150,7688 +"5363200180","20140515T000000",640000,4,2,2560,7798,"1",0,0,4,7,1890,670,1947,0,"98115",47.6914,-122.296,1330,7798 +"8806900040","20150406T000000",415000,3,2,1410,4303,"1.5",0,0,4,7,1410,0,1900,0,"98108",47.5541,-122.317,1660,4326 +"3674400035","20140512T000000",156000,3,1,970,8580,"1",0,0,3,7,970,0,1959,0,"98003",47.3363,-122.311,1430,11907 +"6648150150","20140922T000000",996000,3,3.25,3620,8131,"2",0,0,4,10,2730,890,1988,0,"98040",47.5776,-122.214,2040,3776 +"9266700175","20150327T000000",415000,2,1,880,5100,"1",0,0,4,7,880,0,1941,0,"98103",47.694,-122.346,980,5100 +"3678900450","20140926T000000",615000,3,1.75,1900,3783,"1.5",0,0,5,7,1110,790,1927,0,"98144",47.5742,-122.315,1530,5098 +"9526600210","20141007T000000",717000,4,2.5,2540,4241,"2",0,0,3,8,2540,0,2009,0,"98052",47.7073,-122.112,3010,4929 +"0631000040","20150331T000000",548000,4,1.75,1690,7794,"1",0,0,3,7,1090,600,1968,0,"98033",47.6888,-122.203,1380,7325 +"2026049122","20150401T000000",425000,3,1.5,1120,6653,"1",0,0,4,7,1120,0,1937,0,"98133",47.7321,-122.334,1580,7355 +"7523850150","20141027T000000",325250,4,2.75,2130,9339,"1",0,0,3,7,1330,800,1991,0,"98198",47.3788,-122.316,2090,7628 +"2326059080","20140801T000000",1.225e+006,3,2.5,3420,79279,"2",0,0,3,11,3420,0,1990,0,"98052",47.7225,-122.126,4240,40500 +"3211700035","20140625T000000",557500,3,1.75,1900,11165,"1",0,0,4,7,1900,0,1959,0,"98008",47.5789,-122.118,2030,11165 +"9365700385","20140714T000000",1.2605e+006,4,2.5,3730,16950,"2",0,0,3,10,3730,0,1990,0,"98040",47.5678,-122.228,3200,16950 +"2734100736","20140910T000000",249950,3,3,1790,2003,"2",0,0,3,7,1480,310,2006,0,"98108",47.5421,-122.321,1220,4000 +"5029460180","20140916T000000",260000,4,2.75,2250,7345,"1",0,0,4,8,1320,930,1984,0,"98023",47.2895,-122.37,1800,6950 +"0632000065","20140611T000000",1.989e+006,3,2.5,2880,13500,"1",0,4,5,8,1520,1360,1950,0,"98004",47.6281,-122.216,3710,20486 +"6821101765","20140621T000000",442900,4,1.75,1780,2788,"1",0,0,4,6,890,890,1943,0,"98199",47.6511,-122.4,1760,5664 +"7525050150","20140613T000000",475000,3,2.25,1580,12177,"1",0,0,3,7,1200,380,1981,0,"98074",47.6254,-122.045,1660,11374 +"2591780180","20140813T000000",365000,5,2.75,3260,9253,"2",0,0,3,8,3260,0,2004,0,"98042",47.3674,-122.07,2770,8067 +"4027700666","20150426T000000",780000,4,2.5,3180,9603,"2",0,2,3,9,3180,0,2002,0,"98155",47.7717,-122.277,2440,15261 +"4083300620","20150227T000000",930000,3,1.75,2460,4240,"1",0,0,4,7,1230,1230,1925,0,"98103",47.6593,-122.337,1700,4240 +"2303900035","20140611T000000",2.888e+006,5,6.25,8670,64033,"2",0,4,3,13,6120,2550,1965,2003,"98177",47.7295,-122.372,4140,81021 +"6300500515","20140818T000000",350000,3,1,1020,4980,"1",0,0,4,7,850,170,1941,0,"98133",47.7039,-122.34,970,4980 +"6163900952","20141218T000000",357500,3,1.75,1630,9403,"1",0,0,3,7,1630,0,1983,0,"98155",47.757,-122.316,1430,8461 +"5631500369","20140521T000000",520000,4,2.5,3290,11446,"2",0,0,3,8,3290,0,1992,0,"98028",47.7399,-122.234,2050,11933 +"9558010230","20140509T000000",330000,4,2.5,1940,3784,"2",0,0,3,8,1940,0,2003,0,"98058",47.4513,-122.119,1940,4499 +"9407102245","20140604T000000",310000,3,2,1350,11150,"1",0,0,3,7,1110,240,1995,0,"98045",47.446,-121.776,1290,10043 +"1430800191","20150213T000000",279000,3,1,1110,6060,"1",0,0,3,6,1110,0,1949,0,"98166",47.4705,-122.352,1480,8100 +"7635801371","20140725T000000",540000,4,1.5,2993,19400,"2",0,0,4,7,2233,760,1921,0,"98166",47.4692,-122.365,2060,15100 +"2215450150","20140530T000000",322000,4,2.5,2280,7200,"2",0,0,3,8,2280,0,1994,0,"98030",47.3829,-122.207,2250,7200 +"7146400040","20150312T000000",380000,5,3.25,3800,15500,"1",0,0,3,7,2490,1310,1965,0,"98032",47.3862,-122.28,2000,13980 +"7635800180","20150428T000000",320000,2,1,850,8400,"1",0,0,4,6,850,0,1941,0,"98166",47.4696,-122.359,1280,8400 +"0114100297","20140922T000000",400000,3,1.75,1560,8456,"1",0,0,5,7,1560,0,1970,0,"98028",47.7769,-122.25,2230,13109 +"6145601510","20140822T000000",412000,3,1,1000,3844,"1",0,0,5,7,900,100,1928,0,"98133",47.7031,-122.349,1000,3920 +"9550200155","20150407T000000",887200,3,1,1400,5100,"1.5",0,0,3,7,1400,0,1900,0,"98103",47.6677,-122.333,1740,3060 +"8122100905","20140624T000000",395000,4,1.75,1540,5120,"1",0,0,5,6,770,770,1943,0,"98126",47.5359,-122.372,1080,5120 +"2025069025","20150429T000000",895000,4,3,3570,10273,"1.5",0,3,3,9,2630,940,1935,2007,"98074",47.6394,-122.077,3640,15324 +"5595900210","20141119T000000",195000,2,1,800,5280,"1",0,0,5,6,800,0,1918,0,"98022",47.205,-121.995,1240,7670 +"3157600325","20140620T000000",390000,3,1,1160,3750,"1.5",0,0,3,7,1160,0,1910,0,"98106",47.5652,-122.359,1530,3750 +"1432400120","20141111T000000",165000,3,1,1010,7690,"1",0,0,4,6,1010,0,1958,0,"98058",47.4501,-122.176,1010,7619 +"1432400120","20150508T000000",255000,3,1,1010,7690,"1",0,0,4,6,1010,0,1958,0,"98058",47.4501,-122.176,1010,7619 +"3811000230","20150316T000000",589000,4,2.25,2390,57599,"2",0,0,3,8,2390,0,1981,0,"98053",47.6651,-122.067,2390,38186 +"8665050770","20140619T000000",505000,3,2.5,1610,4611,"2",0,0,3,8,1610,0,1996,0,"98029",47.5678,-122.004,1730,4461 +"2976800360","20150223T000000",335750,3,3,2400,7260,"1",0,0,3,7,1440,960,1955,0,"98178",47.5045,-122.251,1060,7200 +"0871001484","20150115T000000",719000,3,1.75,1800,5816,"1",0,0,5,7,900,900,1947,0,"98199",47.6529,-122.407,1650,5816 +"9528104910","20140909T000000",796000,4,3.25,2110,3000,"2",0,0,3,8,2110,0,2001,0,"98115",47.6769,-122.328,1780,4000 +"6929602721","20150408T000000",95000,2,1,960,7000,"1",0,0,3,4,960,0,1918,0,"98198",47.3864,-122.307,1850,8120 +"7203600530","20140529T000000",525000,3,3,2600,5238,"1.5",0,3,3,9,1890,710,1989,0,"98198",47.3448,-122.327,2220,4853 +"2206500395","20140515T000000",417000,3,1.5,1340,10224,"1",0,0,4,7,1340,0,1956,0,"98006",47.5752,-122.157,1340,10440 +"9277200180","20150420T000000",410000,3,1,1410,5000,"1",0,0,3,6,980,430,1925,0,"98116",47.5769,-122.397,1410,5000 +"6672900220","20150112T000000",984000,4,2.25,2390,12292,"1",0,0,5,9,2390,0,1962,0,"98040",47.5528,-122.221,2870,12337 +"1139000072","20150403T000000",325000,2,1.5,1180,834,"3",0,0,3,8,1180,0,2009,0,"98133",47.7074,-122.356,1180,1207 +"7229900975","20140507T000000",314950,3,1,1040,16986,"1",0,0,4,7,1040,0,1968,0,"98059",47.4812,-122.097,1660,16986 +"5631500594","20140923T000000",350000,3,2.25,1840,9929,"1",0,0,3,7,1200,640,1987,0,"98028",47.7408,-122.236,1710,9929 +"6861700156","20141027T000000",1.045e+006,4,2.25,2630,4000,"2",0,0,5,9,1810,820,1909,0,"98102",47.6393,-122.317,2370,4700 +"6388930620","20140710T000000",657000,4,2.5,2640,25038,"2",0,0,4,8,2640,0,1995,0,"98056",47.5277,-122.174,2630,16668 +"2887970040","20150408T000000",234950,2,2.5,1720,3132,"2",0,0,3,8,1720,0,1999,0,"98042",47.3728,-122.157,1740,4220 +"0726049213","20150320T000000",410000,4,1.75,2320,7500,"1",0,0,3,7,1220,1100,1955,0,"98133",47.7574,-122.343,2230,7500 +"0442000210","20150417T000000",625000,3,1.75,1840,5664,"2",0,0,3,7,1270,570,1948,0,"98115",47.6899,-122.283,1480,5664 +"5525400530","20150423T000000",706000,5,2.5,2890,15891,"2",0,0,3,9,2890,0,1990,0,"98059",47.5286,-122.16,2590,10556 +"6093000065","20140519T000000",485000,3,1.75,2200,7706,"2",0,2,3,7,2200,0,1908,1988,"98198",47.3878,-122.326,1170,70973 +"7519000085","20141002T000000",685000,4,2.75,1660,5150,"1.5",0,0,5,7,1280,380,1928,0,"98117",47.6835,-122.362,1490,4017 +"2525310220","20141016T000000",242050,3,2.5,2170,9900,"1",0,0,3,7,1690,480,1980,0,"98038",47.3634,-122.031,1420,10614 +"3630120970","20140922T000000",770000,3,3.25,3310,5000,"2",0,0,3,9,3310,0,2006,0,"98029",47.5558,-122.001,2670,4907 +"1232001985","20150428T000000",557000,2,1.5,1450,3840,"1",0,0,3,7,950,500,1947,0,"98117",47.684,-122.381,1450,3840 +"3422049158","20140711T000000",246000,3,1.75,1440,11325,"1",0,0,4,8,1440,0,1966,0,"98001",47.3503,-122.279,1440,20000 +"2501600150","20150310T000000",194000,4,2,1760,7700,"1",0,0,4,7,1760,0,1962,0,"98003",47.3299,-122.318,1870,7316 +"3326059254","20141124T000000",720000,3,2.5,3170,7187,"2",0,0,3,9,3170,0,2005,0,"98033",47.6934,-122.166,2790,7336 +"2624049103","20150325T000000",449000,2,1,1250,4576,"1",0,0,3,6,1040,210,1925,0,"98118",47.5387,-122.266,1550,5000 +"1525069095","20140619T000000",925000,4,2.5,3280,209088,"2",0,0,3,10,3280,0,1994,0,"98053",47.6553,-122.023,2460,39498 +"4077800455","20150326T000000",570000,4,3,2460,10401,"1",0,0,5,7,1700,760,1947,0,"98125",47.7106,-122.285,1470,7727 +"0968000120","20141112T000000",395000,3,2,1470,10125,"1",0,0,4,7,1470,0,1962,0,"98011",47.7751,-122.222,1440,10125 +"0629000704","20140729T000000",1e+006,4,2,1780,15648,"1.5",0,0,5,8,1780,0,1918,0,"98004",47.5849,-122.198,2320,14963 +"7129300175","20140701T000000",406000,4,1,1580,8475,"1.5",0,2,4,7,1580,0,1928,0,"98178",47.5104,-122.254,1700,5650 +"2887703186","20141023T000000",574800,3,1.5,1630,2946,"1.5",0,0,4,8,1630,0,1932,0,"98115",47.6865,-122.31,1550,3800 +"3832500790","20150420T000000",309000,4,2,2240,9240,"1",0,0,3,7,1120,1120,1968,0,"98032",47.3666,-122.288,2040,8250 +"2423069170","20140603T000000",770000,3,2.5,2430,54059,"2",0,0,3,10,2430,0,1987,0,"98027",47.4664,-121.992,2910,49658 +"0225039029","20150317T000000",525000,3,1.5,1940,5625,"1",0,0,4,7,1440,500,1941,0,"98117",47.6818,-122.388,1460,5500 +"7852180650","20140718T000000",419000,3,2.5,1970,4058,"2",0,0,3,7,1970,0,2004,0,"98065",47.5308,-121.853,2340,4067 +"5422500220","20150411T000000",479000,4,2.5,2050,6705,"1",0,0,4,7,1230,820,1973,0,"98034",47.7242,-122.217,1610,7292 +"8649400790","20150113T000000",160000,3,1,1340,18552,"1.5",0,0,4,5,1340,0,1935,0,"98014",47.7129,-121.325,960,15141 +"2473001210","20140916T000000",333000,4,1.75,1880,9880,"1",0,0,4,8,1880,0,1967,0,"98058",47.4551,-122.151,1880,9600 +"9485700175","20140930T000000",310000,2,1,860,12160,"1",0,0,4,6,860,0,1921,0,"98106",47.5267,-122.361,1010,7611 +"7694800180","20150205T000000",666000,3,2.5,2140,2868,"2",0,0,3,8,1770,370,2007,0,"98052",47.6668,-122.132,2140,2527 +"7936500109","20140725T000000",2.23e+006,3,3,3620,28064,"2",1,4,5,10,2370,1250,1977,0,"98136",47.5516,-122.398,2550,34713 +"0104560540","20140917T000000",310000,4,2.75,2370,7320,"2",0,0,3,7,2370,0,1989,0,"98023",47.3071,-122.36,1960,7320 +"8161000220","20141227T000000",350000,3,2.5,1860,21876,"2",0,0,3,8,1860,0,1992,0,"98014",47.6455,-121.901,2450,21876 +"2487200775","20140512T000000",610000,4,3,2110,5000,"1.5",0,2,4,7,1640,470,1930,0,"98136",47.5195,-122.391,1380,5000 +"3905030330","20141008T000000",564800,3,2.25,1990,8501,"2",0,0,3,8,1990,0,1991,0,"98029",47.5707,-121.996,2090,6459 +"2881700522","20150421T000000",438000,3,2.25,1820,9150,"1",0,0,3,7,1320,500,1961,0,"98133",47.737,-122.334,1780,8055 +"7856620870","20140813T000000",855000,3,2,3120,9400,"1",0,0,5,9,1820,1300,1978,0,"98006",47.5612,-122.15,2770,9500 +"0179001046","20140508T000000",229000,3,2.5,1190,3000,"2",0,0,3,7,1190,0,2002,0,"98178",47.4933,-122.275,1190,3000 +"7562100065","20140725T000000",260000,3,2,1170,5450,"1",0,0,5,6,1170,0,1902,0,"98118",47.5276,-122.273,1340,6384 +"6891800360","20140918T000000",609000,3,2.5,2630,10131,"2",0,0,3,9,2630,0,1989,0,"98028",47.7695,-122.259,2800,10123 +"7211400760","20140528T000000",277000,4,1,1450,6250,"1",0,0,3,6,990,460,1964,0,"98146",47.5131,-122.357,1440,4000 +"0123039207","20141209T000000",283000,4,2,2100,8160,"1",0,0,3,7,1200,900,1959,0,"98106",47.5145,-122.365,1140,8160 +"3426049124","20150318T000000",334000,2,1.75,1680,8367,"1",0,0,3,6,840,840,1914,0,"98115",47.6976,-122.288,1830,6720 +"4222500410","20150226T000000",267000,4,1.75,2000,7350,"1",0,0,3,7,1100,900,1963,0,"98003",47.3428,-122.303,1720,7350 +"6716700325","20140714T000000",385000,3,1,1030,3000,"1",0,0,3,7,830,200,1924,0,"98115",47.6813,-122.317,1830,3000 +"0431500155","20141024T000000",640000,5,1.75,2020,6565,"1",0,0,3,8,1120,900,1956,0,"98115",47.6821,-122.283,2020,6552 +"0626059220","20150506T000000",532500,4,2,2220,23750,"1",0,0,3,7,2220,0,1963,0,"98011",47.7759,-122.214,2650,21167 +"1328340540","20140523T000000",335000,4,2.5,1750,8476,"1",0,0,4,7,1240,510,1983,0,"98058",47.4447,-122.137,1660,7875 +"9269200120","20141030T000000",415000,3,2.5,1710,4920,"2",0,0,3,7,1710,0,1990,0,"98126",47.5347,-122.376,1500,4920 +"2225059170","20140917T000000",1.098e+006,6,3.25,3560,107362,"1.5",0,0,4,8,2760,800,1963,0,"98005",47.6356,-122.15,3210,35001 +"8835900220","20140828T000000",1.4425e+006,2,2.5,2720,16637,"1",0,3,3,10,2160,560,1953,0,"98118",47.5499,-122.264,2880,7320 +"3192000085","20140807T000000",180000,3,1,1010,10215,"1",0,0,3,6,1010,0,1955,0,"98146",47.4872,-122.345,1320,10245 +"5104520610","20140714T000000",335000,4,2.5,1830,4500,"2",0,0,3,7,1830,0,2004,0,"98038",47.3504,-122.005,2080,5100 +"3530210180","20140723T000000",835000,4,3,4480,42717,"2",0,0,3,9,4480,0,1987,0,"98077",47.7711,-122.088,3140,41632 +"6840701225","20141003T000000",592500,4,1.5,2080,4400,"1.5",0,0,3,7,2080,0,1925,0,"98122",47.606,-122.299,1680,4400 +"7979900210","20140808T000000",418900,3,1.5,1470,11112,"1",0,0,3,7,1470,0,1954,0,"98155",47.7462,-122.294,1460,11407 +"3343901183","20140709T000000",340000,3,1,1600,7324,"1",0,0,4,7,1600,0,1958,0,"98056",47.5054,-122.19,1430,7249 +"5249804825","20140702T000000",545000,3,2,1340,7200,"1.5",0,0,4,7,1340,0,1923,0,"98118",47.5601,-122.265,1630,5760 +"1234000704","20150403T000000",1.378e+006,5,3.5,3680,8680,"2",0,0,3,9,3680,0,2003,0,"98033",47.6575,-122.197,2020,8847 +"0646910150","20150326T000000",183750,3,2.5,1770,3451,"2",0,0,3,7,1770,0,2004,0,"98055",47.4325,-122.197,1490,2138 +"9407001320","20140522T000000",295000,4,2,980,10640,"1",0,0,5,7,980,0,1978,0,"98045",47.4462,-121.773,1230,9750 +"9527000180","20140711T000000",625000,4,3,2530,5625,"1",0,0,3,8,1470,1060,1976,0,"98034",47.7094,-122.233,1840,7070 +"7225000155","20140609T000000",290000,4,3,2390,4500,"2",0,0,3,7,2390,0,1974,0,"98055",47.4872,-122.204,1320,4500 +"3622069103","20150123T000000",760000,4,2.5,3600,155509,"2",0,0,3,9,3600,0,2004,0,"98010",47.3538,-121.986,3410,34412 +"3345100286","20150219T000000",560000,4,2.5,3270,24750,"1",0,0,4,8,1690,1580,1979,0,"98056",47.5221,-122.178,1520,13480 +"0203100910","20140923T000000",475000,5,2.5,2300,28480,"2",0,0,3,6,2300,0,1994,0,"98053",47.6403,-121.964,1880,26720 +"1257201530","20140513T000000",620000,3,1,1710,4050,"1.5",0,0,3,7,1710,0,1909,0,"98103",47.6732,-122.331,1790,4896 +"3083000365","20150508T000000",330000,4,2,1170,4000,"1",0,0,3,7,1170,0,1955,0,"98144",47.5797,-122.305,1720,4000 +"1245000865","20150408T000000",620000,3,2.25,1990,6256,"1",0,0,3,7,1390,600,1960,0,"98033",47.6903,-122.206,2080,9300 +"5104220120","20150107T000000",320000,4,1.75,1710,10480,"1.5",0,0,4,6,1710,0,1969,0,"98059",47.4743,-122.143,1750,10480 +"9828701608","20140915T000000",525000,3,2.5,1740,2350,"2",0,0,3,8,1120,620,1996,0,"98112",47.6206,-122.297,1750,3802 +"0098020410","20140721T000000",802500,4,3.75,3320,8030,"2",0,0,3,10,3320,0,2005,0,"98075",47.5818,-121.972,3740,8030 +"3416601021","20140926T000000",569500,4,1,1960,3194,"2",0,0,3,7,1960,0,1907,0,"98144",47.6005,-122.296,1870,4200 +"3052700610","20141216T000000",850000,6,3.5,2820,5400,"1",0,0,3,8,1620,1200,1958,0,"98117",47.6791,-122.374,1560,2276 +"8818400155","20150405T000000",630000,3,1,1590,4080,"1.5",0,0,3,7,1590,0,1922,0,"98105",47.662,-122.326,1570,4080 +"8562901830","20140805T000000",454800,4,2.25,2490,10720,"1",0,1,4,7,1400,1090,1979,0,"98074",47.6137,-122.06,3080,10720 +"8651430870","20150303T000000",177000,3,1,870,5200,"1",0,0,5,6,870,0,1969,0,"98042",47.3695,-122.081,870,5200 +"0721049207","20140619T000000",275000,3,1.75,1860,15681,"1",0,0,4,7,1860,0,1971,0,"98023",47.3191,-122.339,1860,22979 +"3463400330","20150416T000000",460000,3,2,2930,29136,"2",0,0,3,8,2240,690,1990,0,"98010",47.3102,-122.042,2110,29362 +"6003500995","20140617T000000",729000,3,1,1580,3840,"2",0,0,3,8,1580,0,1908,0,"98102",47.6192,-122.319,1680,2624 +"4139430910","20141021T000000",935000,4,3.25,4110,15488,"2",0,2,3,11,4110,0,1995,0,"98006",47.5493,-122.117,4190,14973 +"1232000915","20140509T000000",481450,3,2,1410,4800,"1",0,0,3,7,1410,0,1940,0,"98117",47.6852,-122.378,1190,3840 +"1954700365","20150317T000000",860000,3,2,2090,4190,"1.5",0,0,4,8,1490,600,1930,0,"98122",47.6178,-122.284,2090,6270 +"8074200175","20141106T000000",274000,3,1.75,1400,8364,"1",0,0,4,7,1400,0,1958,0,"98056",47.4918,-122.178,1210,8160 +"6821101762","20140605T000000",499000,3,3.5,1690,1432,"2",0,0,3,7,1360,330,2008,0,"98199",47.6513,-122.4,1650,2788 +"1774230180","20140917T000000",696500,5,2.25,3210,61419,"1.5",0,0,3,8,3210,0,1979,0,"98077",47.7632,-122.09,2820,48351 +"2051200506","20150413T000000",390000,3,1,1190,85226,"1.5",0,0,5,5,1190,0,1935,0,"98070",47.365,-122.462,1360,46960 +"7851200040","20141216T000000",265000,3,1,960,9748,"1",0,0,3,5,960,0,1922,0,"98065",47.5259,-121.815,1600,9958 +"4027701326","20140709T000000",470000,4,2.25,2380,17199,"2",0,0,3,8,1530,850,1979,0,"98028",47.7668,-122.27,2280,11529 +"0923049110","20150129T000000",168500,2,1,1020,7742,"1",0,0,4,6,1020,0,1935,1978,"98168",47.499,-122.301,1510,7742 +"3329500730","20141111T000000",220000,3,1.75,1290,8250,"1",0,0,3,7,1290,0,1983,0,"98001",47.3353,-122.27,1410,7823 +"5476800201","20141020T000000",295000,3,2,1830,17321,"1",0,0,4,7,1100,730,1948,0,"98178",47.5072,-122.272,1450,10706 +"4139910180","20150114T000000",1.475e+006,5,4,4770,31570,"2",0,0,3,12,4770,0,1990,0,"98006",47.5468,-122.123,4520,32070 +"7278100515","20140821T000000",1.295e+006,2,2.5,2910,19449,"2",1,4,5,9,1940,970,1985,0,"98177",47.7729,-122.393,2540,23598 +"9353300220","20150408T000000",285000,3,1,950,10723,"1",0,0,4,6,950,0,1959,0,"98059",47.4899,-122.133,1520,10723 +"5253300173","20141022T000000",294950,3,1,1160,8950,"1",0,0,3,7,1160,0,1968,0,"98133",47.7499,-122.338,1210,8193 +"0098000150","20150102T000000",1.465e+006,4,4,4930,22093,"2",0,3,3,12,4930,0,2004,0,"98075",47.5874,-121.965,4630,18889 +"8608900205","20150403T000000",565500,3,1.75,1780,5850,"1",0,0,5,7,980,800,1944,0,"98116",47.5589,-122.392,1550,5850 +"2895200150","20141013T000000",230000,3,2,1410,10625,"1",0,0,3,7,1410,0,1980,0,"98042",47.3649,-122.117,1410,9744 +"0621069057","20150323T000000",569950,4,3.5,2700,443440,"1.5",0,0,3,8,2700,0,1948,1997,"98042",47.333,-122.098,3210,298182 +"8712100760","20140924T000000",721000,2,1.5,1790,4250,"1",0,0,3,7,920,870,1915,2014,"98112",47.6367,-122.301,1910,4250 +"0255520180","20141218T000000",565000,3,2.5,4040,8653,"2",0,0,3,9,2900,1140,2006,0,"98019",47.7378,-121.975,3360,8653 +"1025059186","20140917T000000",438000,3,1.75,1990,9885,"1",0,0,4,7,1030,960,1978,0,"98052",47.6722,-122.162,1560,10000 +"0797000330","20150402T000000",369900,3,1.75,2150,19127,"1",0,0,3,7,1650,500,1978,0,"98168",47.5061,-122.324,1550,15000 +"6403510410","20140905T000000",405000,4,2.5,1850,9136,"2",0,0,3,8,1850,0,1997,0,"98059",47.4943,-122.157,1930,7873 +"4324210120","20140527T000000",282000,3,2.5,1680,15711,"1",0,0,3,7,1240,440,1994,0,"98031",47.423,-122.171,1420,8588 +"6381500450","20141104T000000",380950,2,1,1430,7819,"1",0,0,3,7,1110,320,1944,0,"98125",47.7307,-122.302,1380,7473 +"7609700065","20140630T000000",349810,3,1,960,8855,"1",0,0,4,7,960,0,1958,0,"98155",47.7689,-122.328,1250,8855 +"6192410760","20140526T000000",690000,4,2.5,2700,8810,"2",0,0,3,9,2700,0,2004,0,"98052",47.7041,-122.116,2730,5100 +"0441000065","20150505T000000",653000,2,1.5,1290,5141,"1",0,0,4,7,1050,240,1947,0,"98115",47.6878,-122.29,1290,5406 +"9238510220","20141028T000000",526500,3,2.5,1860,43170,"2",0,0,3,8,1860,0,1986,0,"98072",47.7712,-122.136,2270,40835 +"0293760150","20141017T000000",1.04e+006,4,3.5,4320,8490,"2",0,0,3,10,3280,1040,2005,0,"98029",47.5568,-122.029,4030,11008 +"3331001765","20140923T000000",335000,3,1,2130,3825,"1.5",0,0,3,7,2130,0,1917,0,"98118",47.5506,-122.281,1780,5150 +"1423069077","20140915T000000",570000,2,1.75,2870,102366,"2",0,2,4,8,1770,1100,1994,0,"98027",47.4847,-122,2960,108900 +"8123450450","20150310T000000",1.08e+006,5,3.5,3740,11340,"2",0,0,3,10,3740,0,2013,0,"98052",47.6628,-122.143,2040,8715 +"1795910360","20140922T000000",475000,3,2.5,2130,8022,"2",0,0,3,8,2130,0,1985,0,"98052",47.7252,-122.106,2130,7605 +"7883603965","20150212T000000",315000,4,2,1210,4250,"1",0,0,4,7,1210,0,1941,0,"98108",47.5275,-122.321,1210,6000 +"7937600087","20141209T000000",405000,6,2,2800,29985,"1",0,0,5,7,1400,1400,1954,0,"98058",47.4398,-122.08,1980,29985 +"3396820150","20140506T000000",562000,5,2.25,3040,8111,"2",0,0,3,8,3040,0,1984,0,"98052",47.7157,-122.103,2020,8304 +"3654800040","20150424T000000",295000,3,2.5,1570,6932,"2",0,0,3,7,1570,0,1993,0,"98038",47.3902,-122.049,1570,6271 +"8039900360","20140708T000000",383000,3,2.25,2090,15000,"1",0,0,3,7,2090,0,1961,0,"98045",47.4885,-121.783,1690,14400 +"3876540410","20150413T000000",242000,3,2.25,1690,7292,"1",0,0,3,7,1250,440,1985,0,"98003",47.2639,-122.303,1670,7747 +"7230300610","20150403T000000",352500,3,1.5,1470,17577,"1",0,0,5,7,1470,0,1967,0,"98059",47.4695,-122.116,2300,13832 +"1180005280","20140723T000000",239950,4,1,1460,6000,"1",0,0,4,7,730,730,1941,0,"98178",47.4952,-122.224,1190,6000 +"0714000210","20140903T000000",998000,4,2.5,3030,6820,"2",0,0,3,9,2530,500,1947,2000,"98105",47.6695,-122.266,2070,6820 +"3902100205","20150417T000000",515000,3,1.75,1190,4500,"1",0,0,3,6,1190,0,1922,2012,"98116",47.5576,-122.388,1820,4500 +"9285800790","20150406T000000",590000,5,1,1840,6710,"1.5",0,0,3,7,1840,0,1920,0,"98126",47.5686,-122.378,1410,4880 +"1922000180","20150402T000000",1.16e+006,4,3.75,3560,13959,"2",0,0,4,9,3560,0,1972,0,"98040",47.5575,-122.211,3320,11834 +"6121800065","20141104T000000",289000,3,1.75,1580,9750,"1",0,0,5,7,1580,0,1954,0,"98148",47.427,-122.331,1460,9750 +"4427100145","20150323T000000",424000,3,1.5,1230,7200,"1",0,0,3,7,1230,0,1953,0,"98125",47.7281,-122.311,1400,6240 +"7227800065","20141016T000000",199000,4,2,1440,9477,"1",0,0,3,5,1440,0,1943,0,"98056",47.5093,-122.182,1440,9546 +"7853220330","20141006T000000",730000,4,3.5,4420,7902,"2",0,0,3,10,3350,1070,2004,0,"98065",47.5327,-121.86,3440,7851 +"1430800258","20140527T000000",244000,3,1,910,5250,"1",0,0,4,6,910,0,1971,0,"98166",47.4729,-122.352,1650,10442 +"7454001075","20140618T000000",240000,2,1,670,10920,"1",0,0,3,6,670,0,1942,0,"98146",47.5128,-122.372,900,7425 +"4038500210","20150422T000000",797000,4,2.75,2650,8610,"2",0,0,3,8,2650,0,1959,2007,"98008",47.6155,-122.121,1680,8316 +"2310040230","20140520T000000",350000,4,2.25,2220,6953,"2",0,0,4,8,2220,0,1999,0,"98038",47.3509,-122.041,2240,6716 +"1727500230","20141119T000000",415000,3,1.75,1640,6435,"1",0,0,3,7,1190,450,1972,0,"98034",47.7197,-122.217,1770,6930 +"3874900205","20150414T000000",378510,2,1,770,5185,"1",0,0,3,7,770,0,1947,0,"98126",47.5459,-122.379,1260,6550 +"0269000085","20140708T000000",1.195e+006,4,3.5,3960,6654,"2",0,0,3,10,2850,1110,2006,0,"98199",47.6461,-122.389,2840,6400 +"7972602510","20141006T000000",379900,2,1.5,1140,7620,"1",0,0,4,6,1140,0,1925,0,"98106",47.5277,-122.351,1300,7620 +"7202340720","20140520T000000",620000,3,2.5,2480,9041,"2",0,0,3,7,2480,0,2004,0,"98053",47.6797,-122.035,2480,6500 +"1254201106","20140829T000000",524500,3,1.5,1580,3172,"1",0,0,4,8,900,680,1946,0,"98117",47.6796,-122.393,1580,5000 +"7349650330","20140609T000000",270000,4,2.75,1990,7252,"1",0,0,3,7,1270,720,1999,0,"98002",47.2839,-122.202,2100,7535 +"9211520150","20140528T000000",236000,4,2.25,1830,9485,"1",0,0,4,7,1200,630,1989,0,"98023",47.2995,-122.387,1730,10109 +"3438501020","20141105T000000",308500,2,2,840,14564,"1.5",0,0,5,6,840,0,1942,0,"98106",47.5499,-122.36,1430,7920 +"5460900120","20141208T000000",989900,5,2.25,3320,11350,"1",0,0,5,8,1660,1660,1963,0,"98040",47.5749,-122.213,3320,11085 +"7459810210","20141002T000000",299000,4,2.25,2050,26000,"2",0,0,4,8,2050,0,1977,0,"98042",47.3423,-122.063,2330,31100 +"4032500035","20140913T000000",295000,2,1.75,1560,43748,"2",0,0,3,8,1560,0,1967,2000,"98065",47.5729,-121.676,1000,24602 +"8018600880","20140611T000000",110000,2,1,800,15000,"1",0,0,3,6,800,0,1927,0,"98168",47.4932,-122.316,1170,15000 +"2807100156","20140703T000000",295950,2,1,1190,6200,"1",0,0,3,7,1190,0,1948,0,"98133",47.7634,-122.34,1470,7800 +"2112700845","20140528T000000",270000,3,1.75,1300,4127,"1",0,0,4,6,650,650,1918,1953,"98106",47.5353,-122.352,1420,4000 +"3022079087","20140521T000000",712000,4,2.5,3400,247421,"2",0,0,3,9,3400,0,2001,0,"98010",47.3623,-121.971,3180,222156 +"2767603577","20150506T000000",475000,2,1.5,1170,1250,"3",0,0,3,8,1170,0,2000,0,"98107",47.6719,-122.38,1310,1308 +"3955900220","20150317T000000",410000,4,2.5,2510,5258,"2",0,0,3,7,2510,0,2001,0,"98056",47.4818,-122.188,2570,5119 +"3761100276","20150313T000000",588000,4,2.25,2510,19550,"1",0,0,4,9,1810,700,1977,0,"98034",47.7041,-122.241,2450,19250 +"6979970150","20141212T000000",420000,3,2.5,2390,3903,"2",0,0,3,8,1970,420,2006,0,"98072",47.7515,-122.174,2390,3431 +"8857640410","20150119T000000",355000,4,2.25,2200,3404,"2",0,0,3,8,2200,0,2005,0,"98038",47.3895,-122.034,2200,3449 +"6052400175","20140623T000000",446000,2,1,2550,21675,"1",0,1,4,7,1610,940,1958,0,"98198",47.4013,-122.319,2030,10591 +"2525059077","20140520T000000",765000,4,2.25,2560,12100,"1",0,0,4,8,1760,800,1976,0,"98052",47.631,-122.108,2240,12100 +"5040800120","20140527T000000",967500,3,3.75,3250,5797,"2",0,2,4,8,2370,880,1951,0,"98199",47.6481,-122.405,1840,5797 +"8682262380","20140905T000000",381000,2,2,1340,4447,"1",0,0,3,8,1340,0,2004,0,"98053",47.7175,-122.033,1350,4458 +"2521059060","20150501T000000",490000,3,2.25,2840,107157,"2",0,0,4,9,2840,0,1983,0,"98092",47.2848,-122.118,2600,215622 +"7526800040","20140827T000000",716000,4,2.25,2480,9780,"1",0,0,4,8,1900,580,1975,0,"98052",47.6388,-122.099,2640,9780 +"4104900150","20150414T000000",605000,5,3.5,3060,8862,"2",0,0,3,8,3060,0,1989,0,"98056",47.5322,-122.185,2680,8398 +"5409800120","20140919T000000",312200,4,2.5,2910,8596,"2",0,0,3,8,2910,0,2004,0,"98003",47.2596,-122.304,2770,8602 +"2423039122","20140718T000000",327000,4,1,1900,9000,"1",0,0,4,7,1290,610,1948,0,"98166",47.4629,-122.361,1950,10800 +"6143600555","20140609T000000",229950,4,1.75,1300,21000,"1",0,0,4,7,1300,0,1969,0,"98001",47.3067,-122.285,2120,9920 +"5029451010","20140711T000000",160000,3,1.5,1480,7000,"1",0,0,3,7,1000,480,1980,0,"98023",47.2866,-122.368,1470,7022 +"6649500040","20140812T000000",255000,3,1,1250,9472,"1",0,0,4,6,1250,0,1972,0,"98059",47.495,-122.154,1590,9600 +"2922700155","20141125T000000",530000,4,2.5,2000,4700,"1.5",0,0,4,7,1220,780,1944,0,"98117",47.6902,-122.368,1560,4700 +"0422049203","20141024T000000",239000,3,1.5,1330,6540,"1",0,0,3,7,900,430,1971,0,"98188",47.4239,-122.292,1400,11500 +"5412200180","20150228T000000",285000,3,2.25,1840,6214,"1",0,0,4,7,1270,570,1983,0,"98031",47.4043,-122.185,1840,6214 +"6338000032","20140827T000000",537000,4,2,1560,7104,"1.5",0,0,3,7,1140,420,1945,0,"98105",47.6714,-122.28,1850,7105 +"8161000210","20140814T000000",530000,3,2.5,3150,21893,"2",0,0,3,9,3150,0,2006,0,"98014",47.6455,-121.901,2280,21886 +"5028600360","20140725T000000",213675,3,2.25,1560,6013,"2",0,0,3,7,1560,0,1990,0,"98023",47.2862,-122.352,1640,6290 +"1952000150","20140506T000000",530000,5,2.5,2910,9636,"1",0,0,4,7,1690,1220,1964,0,"98008",47.5803,-122.119,2830,10385 +"9510920040","20150305T000000",780000,3,2.5,2940,15875,"2",0,0,3,10,2940,0,1994,0,"98075",47.5947,-122.016,2980,15875 +"9834200411","20141113T000000",390000,3,1,950,3621,"1",0,0,4,6,950,0,1947,0,"98144",47.575,-122.289,1540,4080 +"2960900040","20140521T000000",450000,2,1,1200,4000,"1",0,0,3,7,1070,130,1940,0,"98126",47.5766,-122.378,1770,4000 +"1112000035","20150311T000000",420000,2,1,1000,5375,"1",0,0,3,7,1000,0,1953,0,"98118",47.5404,-122.268,1380,5000 +"1982200790","20150127T000000",550000,3,2,1490,3880,"1",0,0,3,7,1490,0,1959,0,"98107",47.662,-122.363,1490,3880 +"3361401011","20150219T000000",110000,2,1,600,6120,"1",0,0,3,5,600,0,1943,0,"98168",47.4997,-122.317,1060,6120 +"1695900150","20140528T000000",700000,2,1.75,2320,5500,"1.5",0,2,3,8,1720,600,1925,2000,"98144",47.586,-122.292,2380,5000 +"1240100065","20150424T000000",807500,4,2.5,3190,24170,"2",0,0,3,10,3190,0,2002,0,"98074",47.6209,-122.052,2110,26321 +"0421049254","20141002T000000",179000,2,1,990,8760,"1",0,0,3,7,990,0,1977,0,"98003",47.3302,-122.305,1560,11880 +"9412400220","20140710T000000",1.6125e+006,4,2.75,5470,18200,"2",1,4,3,11,3730,1740,1992,0,"98118",47.5316,-122.263,3620,15100 +"1726069060","20150409T000000",655000,4,2.75,2890,46609,"2",0,0,4,9,2890,0,1981,0,"98077",47.7454,-122.061,2880,68824 +"6150200040","20150316T000000",472500,3,2,1790,6800,"1",0,0,4,7,1240,550,1964,0,"98133",47.728,-122.339,1470,6800 +"7300400150","20141027T000000",299000,4,2.5,2350,6958,"2",0,0,3,9,2350,0,1998,0,"98092",47.3321,-122.172,2480,6395 +"2621730220","20140514T000000",740000,4,2.5,3430,10157,"2",0,0,3,10,3430,0,2000,0,"98034",47.723,-122.158,3480,10157 +"4122700040","20141010T000000",860000,3,1.75,2600,15064,"1",0,0,4,8,1700,900,1967,0,"98004",47.64,-122.204,2940,14984 +"9161100730","20140701T000000",620000,4,3,2130,6325,"1",0,0,5,7,1440,690,1948,0,"98116",47.5683,-122.396,1240,6325 +"9357001010","20141010T000000",410000,3,1.75,1660,5987,"1",0,0,3,7,960,700,1982,0,"98146",47.5107,-122.381,1510,6000 +"8643000210","20150304T000000",343000,5,3.5,2473,9282,"2",0,1,5,7,2473,0,1963,0,"98198",47.3966,-122.308,2040,10920 +"9828701739","20140617T000000",465000,2,2.75,1430,1425,"2",0,0,3,7,995,435,2006,0,"98112",47.621,-122.298,1500,1749 +"3204400040","20150304T000000",273950,3,2.25,1570,3109,"2",0,0,3,8,1570,0,2002,0,"98092",47.3258,-122.186,1680,3590 +"3342103282","20141017T000000",825000,2,1,1240,42247,"1",0,1,4,7,1240,0,1915,0,"98056",47.5169,-122.201,1550,12459 +"2420069604","20150330T000000",255000,3,2.5,1720,6200,"2",0,0,3,7,1720,0,2014,0,"98022",47.2137,-121.989,1710,9520 +"8078050040","20140908T000000",250000,3,2,1140,11161,"1",0,0,4,7,1140,0,1998,0,"98022",47.209,-122.012,1720,8587 +"7663700150","20140822T000000",635000,4,3.25,2690,7200,"2",0,3,3,9,1720,970,1978,0,"98155",47.7341,-122.288,2400,8845 +"4167700210","20140826T000000",240000,3,1.75,1520,9600,"1",0,0,3,8,1520,0,1966,0,"98023",47.3263,-122.365,2060,9600 +"2423020180","20150507T000000",670000,4,2.25,2040,7031,"2",0,0,3,8,2040,0,2012,0,"98033",47.7016,-122.17,1670,7031 +"2824600180","20141024T000000",713414,3,2.5,2830,6000,"1",0,3,3,9,1730,1100,1954,0,"98126",47.5751,-122.378,2040,5300 +"2013801086","20150513T000000",245000,3,1.5,1340,7391,"1",0,0,4,7,1340,0,1966,0,"98198",47.3837,-122.317,1300,7391 +"4022900150","20141209T000000",600000,4,2.5,2520,10850,"1",0,0,4,8,1680,840,1968,0,"98155",47.7751,-122.284,2590,10800 +"3295710150","20141015T000000",270000,3,2.5,1660,5550,"2",0,0,3,7,1660,0,2002,0,"98198",47.375,-122.304,1810,5550 +"9476200035","20141120T000000",190000,2,1,880,6900,"1",0,0,3,6,880,0,1943,0,"98056",47.4903,-122.191,1060,8000 +"1937300180","20140606T000000",435000,3,2,980,5000,"1",0,0,3,6,980,0,1940,0,"98144",47.595,-122.308,1970,3025 +"4226900211","20141023T000000",560000,4,1,1360,5814,"1.5",0,0,2,6,1360,0,1900,0,"98122",47.6038,-122.314,1010,5814 +"0424069018","20140905T000000",998000,3,3.75,3710,34412,"2",0,0,3,10,2910,800,1978,0,"98075",47.5888,-122.04,2390,34412 +"6684500040","20141202T000000",725000,3,1,940,8377,"1",0,0,4,7,940,0,1952,0,"98004",47.5974,-122.2,1710,6900 +"8948500065","20141124T000000",210000,2,1,970,8874,"1",0,0,3,7,970,0,1968,0,"98056",47.4943,-122.178,1340,8175 +"1972201960","20140825T000000",513000,3,2.25,1500,1312,"3",0,0,3,8,1500,0,2007,0,"98103",47.6534,-122.346,1500,1282 +"7436200040","20141105T000000",290000,5,2.5,2780,9652,"1",0,0,4,8,1390,1390,1967,0,"98001",47.3444,-122.271,1790,9652 +"3835502815","20140925T000000",1.26e+006,3,2.5,3110,9930,"1",0,1,3,8,1640,1470,1954,0,"98039",47.6112,-122.226,3650,14399 +"8856960540","20140620T000000",330000,3,2.25,1860,11227,"2",0,0,3,7,1860,0,1995,0,"98038",47.3879,-122.031,1820,8800 +"1432400065","20140605T000000",189000,3,1,1010,7560,"1",0,0,3,6,1010,0,1958,0,"98058",47.4497,-122.176,1170,7560 +"4370700065","20150504T000000",907500,3,2.25,2850,6281,"2",0,2,4,7,1900,950,1947,0,"98115",47.6911,-122.326,1680,7006 +"1725079047","20141104T000000",410000,3,2.25,2280,200811,"1",0,0,3,7,2280,0,1978,0,"98014",47.6522,-121.941,2280,206038 +"7855000325","20150220T000000",1.05e+006,4,3,3080,10757,"2",0,3,5,8,3080,0,1961,0,"98006",47.5671,-122.159,2810,10757 +"2826049098","20141204T000000",622100,4,2.5,2280,14290,"1.5",0,0,4,7,1510,770,1942,0,"98125",47.7054,-122.297,2140,9890 +"3750603685","20140723T000000",250000,3,1.5,2030,14400,"1",0,0,4,7,1310,720,1969,0,"98001",47.2639,-122.285,1330,14400 +"1797500230","20140818T000000",1.18e+006,4,3,2570,4000,"2",0,0,3,8,1750,820,1909,2014,"98115",47.6743,-122.313,1970,4000 +"3459600330","20150209T000000",925000,3,2.75,3640,10300,"1",0,0,4,9,2060,1580,1979,0,"98006",47.5612,-122.146,3110,10625 +"0546001020","20150218T000000",554000,3,2,1760,4046,"1",0,0,3,7,960,800,1931,0,"98117",47.6876,-122.381,1500,4046 +"7227502507","20140709T000000",545000,3,2.5,2760,17377,"2",0,0,3,9,2760,0,2002,0,"98056",47.4929,-122.188,1940,8504 +"0326049060","20140909T000000",660000,3,2.5,2650,11250,"2",0,0,3,9,2650,0,2005,0,"98155",47.7644,-122.29,2200,10013 +"1525059261","20150505T000000",1.9e+006,5,4.5,5160,44315,"2",0,0,3,12,5160,0,1996,0,"98005",47.6568,-122.154,4760,44315 +"7399300120","20140502T000000",260000,4,2,1480,8625,"1",0,0,4,7,1480,0,1974,0,"98055",47.462,-122.193,2130,8502 +"7812801590","20141030T000000",219900,3,1,860,6664,"1",0,0,3,6,860,0,1944,0,"98178",47.4931,-122.247,1150,6857 +"6699930530","20150325T000000",373500,4,2.5,2610,4978,"2",0,0,3,8,2610,0,2004,0,"98038",47.3438,-122.04,2470,5024 +"1523069151","20140711T000000",380000,2,1,1470,81021,"1",0,0,4,6,1470,0,1949,0,"98027",47.4771,-122.03,2600,69696 +"7525950180","20140701T000000",1.06e+006,4,2.5,4570,16015,"2",0,2,3,11,4570,0,1990,0,"98074",47.6246,-122.067,4490,17668 +"3623500408","20150330T000000",2.6e+006,3,3,3410,16015,"2",1,4,4,10,2220,1190,1973,0,"98040",47.5721,-122.239,3760,16572 +"7312200120","20140723T000000",450000,3,2.25,1760,10013,"2",0,0,4,8,1760,0,1983,0,"98056",47.5336,-122.189,1810,9768 +"4123810210","20140716T000000",379950,3,1.75,2040,12065,"1",0,0,3,8,2040,0,1987,0,"98038",47.3756,-122.044,2010,11717 +"3902600150","20140820T000000",834800,3,3.5,3470,4171,"3",0,0,3,9,3470,0,2008,0,"98034",47.711,-122.229,3430,4268 +"9126101201","20140916T000000",365000,2,1,680,4800,"1",0,0,3,6,680,0,1917,0,"98122",47.6084,-122.304,1610,4800 +"2423029009","20140617T000000",465000,2,2,1494,19271,"2",1,4,3,7,1494,0,1943,1997,"98070",47.4728,-122.497,1494,43583 +"3300701285","20140730T000000",452000,3,1.5,1250,4000,"1",0,0,3,7,1250,0,1955,0,"98117",47.6916,-122.379,1030,4000 +"2391601445","20150304T000000",840000,3,3,3570,6250,"2",0,2,3,10,2710,860,1985,0,"98116",47.5624,-122.399,2550,7596 +"7625701175","20141103T000000",465000,4,2,2000,6250,"1.5",0,0,3,7,1480,520,1930,0,"98136",47.5532,-122.389,1110,6250 +"1843130360","20150507T000000",295000,3,2.5,2030,4867,"2",0,0,3,7,2030,0,2003,0,"98042",47.3747,-122.128,2030,5000 +"6150700264","20150224T000000",396000,3,1,1390,6160,"1",0,0,4,7,1390,0,1949,0,"98133",47.7289,-122.338,1230,6160 +"3226049080","20150224T000000",397000,2,1,1030,12350,"1.5",0,0,3,7,1030,0,1942,0,"98115",47.6984,-122.324,1790,6900 +"7889602020","20140819T000000",240000,3,1,1280,9000,"1.5",0,0,4,6,1280,0,1954,0,"98146",47.4915,-122.338,1430,4500 +"3613600150","20150105T000000",300523,3,2.5,2370,6840,"2",0,0,3,9,2370,0,1987,0,"98119",47.6503,-122.366,1590,4400 +"3599600276","20141106T000000",215500,3,2,1380,9000,"2",0,0,2,7,1380,0,1946,1982,"98001",47.2613,-122.248,1460,9732 +"2193320210","20140805T000000",552500,5,3,2320,7229,"1",0,0,4,8,1370,950,1986,0,"98052",47.697,-122.097,2090,7554 +"9117100040","20140828T000000",375000,5,1.5,2050,9360,"1",0,0,3,7,1520,530,1968,0,"98055",47.436,-122.195,1840,9383 +"0522039106","20140606T000000",160000,3,1,1210,103237,"1",0,0,2,6,1210,0,1918,1960,"98070",47.4208,-122.445,1880,40510 +"2424059018","20140612T000000",1.07e+006,4,2.5,3270,35445,"2",0,0,3,11,3270,0,1989,0,"98006",47.548,-122.121,4180,32130 +"1959700540","20141104T000000",952000,3,2.5,2450,4400,"2",0,0,4,9,1800,650,1922,0,"98102",47.6439,-122.319,2220,5500 +"2767900355","20140627T000000",523460,5,1.75,1890,5000,"1.5",0,0,3,7,1090,800,1906,0,"98107",47.6711,-122.372,1610,5000 +"1310820150","20140812T000000",305950,4,2.5,2007,4968,"2",0,0,3,9,2007,0,2009,0,"98092",47.3301,-122.191,2189,5852 +"6802200230","20150209T000000",220000,3,2.5,1430,9044,"2",0,0,3,7,1430,0,1991,0,"98022",47.1956,-121.986,1580,8624 +"3421049044","20150409T000000",289000,2,1.75,2056,52333,"1",0,0,4,7,1048,1008,1980,0,"98001",47.2592,-122.291,2220,6458 +"4036400040","20150209T000000",648000,5,2.5,2210,10772,"1",0,2,3,9,1430,780,1964,0,"98155",47.7383,-122.288,2720,9858 +"1193000450","20150410T000000",825000,5,1.75,2330,6000,"1.5",0,0,3,8,2080,250,1937,0,"98199",47.6461,-122.392,2150,6000 +"3819800580","20141204T000000",400000,4,2,2070,10800,"2",0,0,3,7,2070,0,1982,0,"98011",47.7264,-122.237,1880,10800 +"6873000120","20140512T000000",420000,2,2.5,1480,1369,"3",0,0,3,7,1480,0,2009,0,"98052",47.676,-122.121,1390,1337 +"9830200230","20150120T000000",389000,2,1.75,1160,4848,"2",0,1,4,7,1160,0,1949,0,"98118",47.542,-122.265,1990,7440 +"2301400276","20140908T000000",865000,4,2.5,2520,4950,"2",0,0,3,8,2520,0,1906,2002,"98117",47.6814,-122.359,1810,3500 +"5153200150","20141203T000000",345000,2,1,1770,16660,"1",0,3,3,8,1220,550,1957,0,"98023",47.3346,-122.354,2790,20504 +"1465400120","20150326T000000",700000,3,2.5,3110,123710,"2",0,0,3,8,2430,680,1995,0,"98038",47.3879,-122.002,2420,92782 +"8121200620","20150416T000000",550000,3,2.5,1680,10455,"2",0,0,3,8,1680,0,1982,0,"98052",47.7229,-122.11,1860,10063 +"0324000530","20140708T000000",201500,3,1,1320,5000,"1.5",0,0,3,7,1320,0,1912,0,"98116",47.5711,-122.386,1320,4179 +"0324000530","20150323T000000",459000,3,1,1320,5000,"1.5",0,0,3,7,1320,0,1912,0,"98116",47.5711,-122.386,1320,4179 +"1328320760","20141218T000000",327000,3,2.5,1810,7350,"1",0,0,3,8,1310,500,1984,0,"98058",47.4434,-122.125,2240,7350 +"3626039268","20140516T000000",540000,1,1,1140,6700,"1.5",0,0,3,7,1140,0,1920,0,"98103",47.6958,-122.357,1350,6700 +"3585900665","20140606T000000",805000,5,2.5,4600,19831,"1",0,3,3,9,2300,2300,1956,2015,"98177",47.7608,-122.378,2890,19831 +"7625701830","20141023T000000",521000,3,2,1840,6000,"1",0,0,4,6,1840,0,1908,1944,"98136",47.5508,-122.392,2010,6000 +"3524049042","20140527T000000",375000,3,1.5,2000,7294,"1",0,0,3,7,1520,480,1965,0,"98118",47.5297,-122.267,2000,6000 +"9211500150","20150117T000000",235000,3,1.75,1480,6592,"1",0,0,4,7,1080,400,1978,0,"98023",47.2982,-122.378,1660,7150 +"7760400880","20140929T000000",240000,4,2.5,2040,11841,"2",0,0,3,7,2040,0,1994,0,"98042",47.3691,-122.074,1730,8808 +"0686450330","20140915T000000",575000,4,2.25,2060,12155,"1",0,0,4,8,2060,0,1968,0,"98008",47.6378,-122.117,2360,8625 +"2617900035","20141201T000000",1.52e+006,6,3.5,3720,11690,"2",0,0,3,10,3720,0,2003,0,"98040",47.5699,-122.226,3030,11686 +"7936800150","20140702T000000",394500,4,2.5,3002,6042,"2",0,0,3,8,3002,0,2004,0,"98055",47.4231,-122.186,2566,6390 +"8651441750","20140515T000000",174950,3,1,1060,5200,"1",0,0,5,6,1060,0,1970,0,"98042",47.3636,-122.093,1380,5200 +"3664500133","20141117T000000",383000,4,2,1830,21183,"1",0,0,4,7,1060,770,1966,0,"98059",47.4826,-122.128,1950,6120 +"1823069213","20140505T000000",249950,3,2,1550,15040,"1",0,0,4,6,1550,0,1958,0,"98059",47.4873,-122.099,1510,41416 +"7525211520","20150318T000000",431000,3,2.5,1690,2752,"2",0,0,3,8,1690,0,1979,0,"98052",47.6332,-122.108,1690,2855 +"4034900065","20140530T000000",459900,3,1.75,2580,11000,"1",0,0,4,7,1290,1290,1951,0,"98006",47.5646,-122.181,2280,17643 +"2558690150","20140707T000000",475000,5,2.5,2510,8050,"1",0,0,4,7,1490,1020,1977,0,"98034",47.7212,-122.172,1840,8471 +"5016001325","20140516T000000",605000,3,2.25,1290,2500,"2",0,0,4,8,1290,0,1987,0,"98112",47.6229,-122.298,1700,3750 +"1311800220","20150218T000000",234950,4,2,1450,7560,"1",0,0,3,7,1450,0,1967,0,"98001",47.3375,-122.276,1430,7560 +"4128000020","20140613T000000",419000,4,2.5,2690,7947,"2",0,0,3,8,2690,0,1993,0,"98058",47.4248,-122.153,2160,8328 +"1125059071","20140522T000000",910000,4,3.25,3340,10890,"1.5",0,0,3,9,2240,1100,1963,2000,"98052",47.6677,-122.136,2880,9794 +"3274850130","20141203T000000",392000,4,2.5,2600,8921,"2",0,0,3,8,2600,0,1991,0,"98058",47.4423,-122.178,2550,8683 +"1925069099","20140825T000000",915000,3,2.5,3140,9808,"2",0,0,3,9,2500,640,2001,0,"98052",47.6383,-122.097,2370,10014 +"3395050050","20141114T000000",630000,3,3.25,3800,13995,"2",0,3,3,9,3800,0,1983,0,"98011",47.7741,-122.203,2480,8434 +"4058800500","20140710T000000",416100,4,1.75,2320,5490,"1",0,3,3,8,1160,1160,1956,0,"98178",47.5091,-122.241,2240,7200 +"1311600020","20140821T000000",285000,4,2.5,2360,7350,"1",0,0,4,7,1440,920,1965,0,"98001",47.3417,-122.277,1450,7305 +"8679400130","20150506T000000",353000,4,1.5,1100,9600,"1",0,0,4,6,1100,0,1960,0,"98033",47.7,-122.175,1100,9630 +"9485760050","20140826T000000",297950,3,2,1390,5127,"1",0,0,3,8,1390,0,1990,0,"98055",47.4504,-122.206,1960,5019 +"4055700920","20141007T000000",750000,2,2,2180,21392,"2",0,0,3,8,2180,0,1934,1979,"98034",47.7162,-122.246,2890,22000 +"8673400177","20150402T000000",525000,3,3,1730,1074,"3.5",0,0,3,8,1730,0,2006,0,"98107",47.6692,-122.392,1370,1185 +"3500100089","20140715T000000",495000,5,1.75,2760,18112,"1",0,0,3,8,1510,1250,1968,0,"98155",47.7363,-122.298,1720,8482 +"8730600050","20140825T000000",710000,3,1.75,2430,11448,"1",0,1,5,7,1620,810,1949,0,"98117",47.6971,-122.391,2140,8144 +"3755100005","20140730T000000",310000,3,2,2010,12950,"1",0,0,3,8,2010,0,1953,0,"98034",47.7222,-122.229,1490,10181 +"8651442880","20140516T000000",205000,5,1.75,1730,5200,"1",0,0,4,7,1050,680,1978,0,"98042",47.3628,-122.089,1350,5200 +"1720069075","20150508T000000",530000,3,3,2450,211266,"1.5",0,3,3,8,2450,0,2004,0,"98022",47.2215,-122.067,2300,263492 +"4309700190","20140724T000000",725000,4,2.5,3300,28433,"2",0,0,3,9,3300,0,1998,0,"98059",47.5072,-122.112,3550,26386 +"3972300169","20141125T000000",195000,2,1,720,9520,"1",0,0,4,6,720,0,1947,0,"98155",47.7678,-122.316,1450,8612 +"6817810190","20140701T000000",401000,3,2,1240,11172,"1",0,0,3,7,1000,240,1984,0,"98074",47.6364,-122.037,1330,14102 +"7855400630","20140922T000000",1.03e+006,5,2.5,3050,8200,"1",0,4,4,8,1650,1400,1962,0,"98006",47.5647,-122.155,2970,8792 +"1163400020","20150403T000000",251000,3,1.5,1590,21600,"1.5",0,0,4,7,1590,0,1971,0,"98022",47.2159,-121.966,1780,21600 +"7214400095","20141027T000000",667500,3,2,2040,4841,"1",0,0,4,7,1020,1020,1949,0,"98115",47.6778,-122.302,1600,4841 +"6799300130","20140623T000000",300000,4,2.5,1840,5550,"2",0,0,3,8,1840,0,2004,0,"98031",47.3937,-122.183,2030,5500 +"4376800010","20140814T000000",610000,4,2.25,1960,9021,"2",0,0,4,8,1960,0,1973,0,"98052",47.6349,-122.096,1960,9975 +"2125059163","20140703T000000",1.04203e+006,4,5,4110,43560,"2",0,0,4,11,4110,0,1978,0,"98005",47.6353,-122.18,3650,43995 +"1770000460","20141203T000000",430000,3,2.25,1830,19965,"1",0,0,3,8,1400,430,1976,0,"98072",47.7412,-122.088,1830,17250 +"1125079088","20150402T000000",455000,2,1,1330,92782,"1",0,0,2,6,1330,0,1950,0,"98014",47.6624,-121.868,1280,168141 +"1842300050","20140702T000000",600000,5,2,2190,9072,"1",0,0,5,7,1110,1080,1965,0,"98052",47.6696,-122.149,1660,8327 +"9828702156","20150219T000000",638000,3,3.25,1720,1587,"2.5",0,2,3,9,1410,310,2004,0,"98122",47.6187,-122.299,1490,1620 +"7625702155","20141014T000000",561000,3,1.75,1710,5000,"1",0,0,4,7,1360,350,1918,0,"98136",47.5492,-122.389,1490,6250 +"0585000095","20141216T000000",625000,3,2.5,2180,5000,"1",0,0,4,8,1240,940,1977,0,"98116",47.5828,-122.396,2000,5000 +"3903200050","20150324T000000",263950,3,1.75,1700,11613,"1",0,0,5,7,1180,520,1977,0,"98092",47.2874,-122.187,1500,12377 +"8563080020","20141028T000000",740000,3,2.5,2960,9350,"2",0,2,4,9,2960,0,1978,0,"98008",47.6218,-122.094,2960,11745 +"5379805475","20140609T000000",234999,3,1,1330,8912,"1",0,0,3,6,1330,0,1948,0,"98188",47.4493,-122.274,1200,8913 +"9558050780","20150414T000000",380000,4,2.5,1940,3200,"2",0,0,3,8,1940,0,2004,0,"98058",47.4583,-122.118,1900,3200 +"3782400190","20140812T000000",329500,3,2.25,1500,9656,"1",0,0,3,7,1170,330,1989,0,"98019",47.7327,-121.982,1690,9656 +"1423069063","20140711T000000",464950,4,2.5,2230,64438,"1",0,0,4,7,1230,1000,1978,0,"98027",47.4754,-122.007,2230,71002 +"2926049504","20150402T000000",500000,3,2.25,1700,9008,"1",0,0,3,8,1340,360,1985,0,"98125",47.7161,-122.317,2340,8003 +"0126039252","20140709T000000",415000,4,1.5,1840,11367,"1.5",0,0,4,7,1840,0,1950,0,"98177",47.7656,-122.358,1690,9800 +"2622029073","20140905T000000",437500,3,2.25,2100,205603,"2",0,0,3,8,2100,0,1983,0,"98070",47.3668,-122.505,2396,187308 +"9187200345","20140709T000000",599000,7,2.5,2580,5750,"1",0,0,4,7,1880,700,1901,0,"98122",47.6025,-122.294,2280,5750 +"2621760480","20141014T000000",367000,4,2.5,2350,8182,"2",0,0,3,8,2350,0,1997,0,"98042",47.3697,-122.106,2330,7000 +"7986401205","20150425T000000",530000,2,1,760,3000,"1",0,0,3,6,760,0,1922,0,"98107",47.6633,-122.357,1630,3600 +"4447300137","20140604T000000",989000,5,3.5,3280,4000,"2",0,0,3,9,2440,840,2003,0,"98117",47.689,-122.396,1980,4000 +"2147300050","20140822T000000",462600,3,2,1320,4000,"1",0,0,4,6,1020,300,1940,0,"98118",47.5515,-122.262,2410,6212 +"4458300190","20150424T000000",875000,3,2.5,1690,10592,"1",0,0,3,8,1690,0,1973,2009,"98040",47.58,-122.231,2260,9945 +"3751606785","20140722T000000",335000,3,2.25,2060,47318,"1",0,2,4,8,1600,460,1976,0,"98001",47.2758,-122.265,1870,19663 +"4287400005","20140731T000000",393000,4,2,1450,5456,"1",0,0,5,7,1450,0,1951,0,"98108",47.5442,-122.297,980,6100 +"6613000715","20140721T000000",1.34e+006,4,3,2760,4905,"2",0,1,4,9,1840,920,1938,0,"98105",47.6591,-122.27,3200,5424 +"7702010050","20150323T000000",590000,3,2.5,2830,5788,"2",0,0,3,9,2830,0,2001,0,"98028",47.7604,-122.235,2500,5802 +"2770602360","20150421T000000",671000,4,2.75,1890,1475,"2",0,0,3,9,1200,690,2015,0,"98199",47.6472,-122.383,1650,1682 +"9551201155","20140728T000000",925000,3,3.25,2610,4500,"1.5",0,0,4,9,1660,950,1909,0,"98103",47.6701,-122.339,2110,4500 +"1823049242","20141006T000000",245000,3,2.25,1900,7250,"1",0,0,3,7,1250,650,1967,0,"98146",47.4869,-122.344,1560,9420 +"1513800170","20150402T000000",392500,3,1,930,6572,"1",0,0,3,7,930,0,1952,0,"98115",47.6889,-122.301,960,5840 +"4027700396","20140828T000000",505000,4,2,2730,12000,"1",0,0,4,8,1410,1320,1998,0,"98155",47.7733,-122.271,2730,9039 +"7203210170","20140819T000000",702000,4,2.5,2650,6240,"2",0,0,3,8,2650,0,2013,0,"98053",47.6885,-122.021,2640,6524 +"3013300895","20140718T000000",337000,2,1,1010,4000,"1",0,0,3,7,1010,0,1947,0,"98136",47.5311,-122.382,1480,4366 +"5608010050","20141229T000000",920000,4,2.5,3550,10233,"2",0,0,3,9,3550,0,1996,0,"98027",47.5499,-122.1,3310,9157 +"6370000005","20140827T000000",495500,3,1.75,2130,6360,"1",0,0,3,7,1720,410,1959,0,"98125",47.7059,-122.301,1540,6361 +"1922059102","20140924T000000",245000,2,1.75,1840,7230,"1",0,0,3,7,1570,270,1938,0,"98030",47.3815,-122.228,1282,6769 +"6738700005","20140529T000000",395000,2,1,1320,1824,"1.5",0,0,4,6,1320,0,1909,0,"98144",47.585,-122.294,1320,4000 +"1138020020","20150217T000000",335000,3,1,990,6315,"1",0,0,3,7,990,0,1970,0,"98034",47.7116,-122.214,1450,6702 +"5437820250","20141110T000000",187000,2,1.75,1020,10346,"1",0,0,4,6,1020,0,1983,0,"98022",47.1958,-122.002,1160,8610 +"7923700020","20141121T000000",450000,4,2,1570,7320,"1",0,0,4,7,1570,0,1960,0,"98007",47.5967,-122.14,1530,8800 +"0293600080","20140617T000000",280000,4,2.25,1930,7207,"1",0,0,4,7,1360,570,1988,0,"98030",47.3783,-122.182,1760,7207 +"3627800050","20140715T000000",1.375e+006,5,4,3760,22763,"1",0,3,4,11,1910,1850,1969,0,"98040",47.5333,-122.22,3730,11201 +"4047200950","20140609T000000",265000,2,1,1000,31505,"1",0,0,3,6,1000,0,1960,0,"98019",47.7659,-121.899,1560,22597 +"5458800425","20150423T000000",795000,3,1.75,1930,9600,"1",0,0,3,8,1930,0,1958,0,"98040",47.5747,-122.237,2350,9840 +"2887700826","20140529T000000",510000,3,1.5,2240,3800,"2",0,0,3,8,1370,870,1929,0,"98115",47.6887,-122.307,1690,4275 +"7856700920","20140628T000000",699900,4,2.5,2190,11500,"1",0,0,4,8,1430,760,1972,0,"98006",47.5668,-122.147,2580,9700 +"0627300190","20140812T000000",839000,4,2.75,2400,12469,"1",0,2,4,8,1760,640,1958,0,"98008",47.5861,-122.112,2400,10400 +"5634500182","20140715T000000",396000,4,1.75,1970,12409,"1",0,0,4,7,1220,750,1968,0,"98028",47.7489,-122.236,1690,10720 +"2472950170","20150507T000000",365000,3,2.25,2860,8458,"2",0,0,3,7,2860,0,1983,0,"98058",47.4269,-122.148,1760,8458 +"9557300190","20140711T000000",440000,3,2.25,1900,7225,"1",0,0,3,8,1220,680,1970,0,"98008",47.6394,-122.113,1900,7399 +"2314300170","20141104T000000",405000,4,2.5,2090,6667,"2",0,0,3,8,2090,0,1997,0,"98058",47.4648,-122.15,2250,6165 +"7547300050","20140515T000000",295000,3,1.5,850,2500,"1",0,0,3,7,850,0,1986,0,"98106",47.5677,-122.36,850,5000 +"7985400089","20140515T000000",275000,4,2.5,1840,1562,"2",0,0,3,7,1400,440,2004,0,"98106",47.5345,-122.364,1840,1766 +"0322059049","20141003T000000",295000,2,1,820,288367,"1",0,0,3,6,820,0,1930,1986,"98042",47.4196,-122.165,1580,8154 +"2344300170","20140815T000000",1.5e+006,5,3.5,4370,12240,"2",0,0,3,11,3270,1100,1990,0,"98004",47.582,-122.199,2980,12800 +"0011501330","20140902T000000",795000,3,3.5,3190,10223,"2",0,0,3,10,2560,630,1994,0,"98052",47.6968,-122.102,3120,9735 +"7300200290","20140506T000000",650000,5,3.5,3480,36615,"2",0,0,4,8,2490,990,1983,0,"98075",47.5741,-122.05,2540,35910 +"4331000595","20140910T000000",260000,3,1,1690,13184,"1",0,0,4,7,1690,0,1959,0,"98166",47.476,-122.343,1130,13451 +"7853340660","20140806T000000",382000,2,2.5,1650,2710,"2",0,2,3,8,1650,0,2008,0,"98065",47.5173,-121.878,1760,2992 +"7525570020","20150421T000000",790100,4,2.5,2590,9341,"2",0,0,3,8,2590,0,1985,0,"98052",47.6496,-122.114,2280,9510 +"6306100190","20140521T000000",220000,4,2.5,2160,8005,"2",0,0,3,7,2160,0,1993,0,"98001",47.2668,-122.231,1790,8016 +"1424059142","20140605T000000",799000,4,3.5,3500,8547,"2",0,0,3,9,2500,1000,1994,0,"98006",47.5613,-122.126,2350,10270 +"5700003810","20140723T000000",1.48e+006,4,2.25,3920,7200,"2",0,0,3,10,3120,800,1928,0,"98144",47.5731,-122.284,3400,7200 +"2595650170","20140609T000000",367300,4,2.75,2190,14937,"2",0,0,3,8,2190,0,1993,0,"98001",47.3535,-122.273,1920,11360 +"9530100225","20150409T000000",805000,4,2,1890,4500,"1.5",0,0,3,7,1490,400,1907,1993,"98103",47.6684,-122.356,1640,4010 +"3856901760","20141215T000000",730000,2,1,1860,3400,"1",0,0,3,7,1010,850,1920,0,"98105",47.6714,-122.329,1540,3997 +"1387301350","20141123T000000",402000,3,2,1720,7704,"1",0,0,4,7,1160,560,1969,0,"98011",47.7368,-122.195,1620,7600 +"7974200822","20140530T000000",750000,4,2.75,2600,4674,"1",0,0,3,8,1560,1040,1976,0,"98115",47.6782,-122.286,2600,6099 +"8039900130","20140730T000000",458000,3,1.5,1570,12196,"1",0,0,4,7,1570,0,1972,0,"98045",47.4866,-121.786,1740,12196 +"4139460290","20140828T000000",898000,3,2.5,3530,9753,"2",0,0,3,10,3530,0,1997,0,"98006",47.5539,-122.103,3220,9234 +"8078520280","20150323T000000",308000,4,2.5,1960,5642,"2",0,0,3,7,1960,0,1998,0,"98092",47.3167,-122.187,1870,5250 +"8691510290","20150506T000000",385000,3,2.5,2230,8296,"2",0,0,3,7,2230,0,2004,0,"98058",47.4386,-122.116,2480,5940 +"4217400680","20141006T000000",1.02e+006,4,3,2720,4800,"1.5",0,0,5,8,1790,930,1928,0,"98105",47.6595,-122.283,2260,4800 +"1336800670","20141229T000000",1.425e+006,5,3,2840,6240,"2",0,0,5,9,2440,400,1905,0,"98112",47.6285,-122.309,2940,6000 +"1545801850","20140723T000000",240000,3,1.75,1260,7362,"1",0,0,3,7,1260,0,1984,0,"98038",47.3602,-122.052,1530,7232 +"6386600170","20141001T000000",217000,3,1.5,1860,8505,"1",0,0,4,7,1860,0,1967,0,"98023",47.3106,-122.365,1810,8262 +"1373800170","20140630T000000",972000,4,1.75,2010,6300,"1",0,2,5,8,1610,400,1937,0,"98199",47.6457,-122.412,3290,6300 +"1394300005","20140507T000000",361280,2,1,820,6400,"1",0,0,4,7,820,0,1944,0,"98126",47.55,-122.379,1490,6400 +"7011201087","20140804T000000",385000,3,1.75,1220,1450,"1",0,0,3,6,620,600,1905,0,"98119",47.6361,-122.368,1660,2960 +"1623069071","20141105T000000",475000,3,2.5,2220,60984,"2",0,0,4,8,2220,0,1987,0,"98027",47.4802,-122.052,1930,55333 +"1982200480","20150402T000000",724950,4,2.5,2860,3638,"1.5",0,2,5,7,1720,1140,1924,0,"98107",47.6631,-122.361,1760,3880 +"8089510170","20141027T000000",935000,5,4.5,4230,9701,"2",0,0,3,10,4230,0,1999,0,"98006",47.5444,-122.131,4130,12253 +"5560000480","20140908T000000",169950,3,1,840,8470,"1",0,0,4,6,840,0,1961,0,"98023",47.3275,-122.338,840,8450 +"6308000010","20141208T000000",585000,3,2.5,2290,5089,"2",0,0,3,9,2290,0,2001,0,"98006",47.5443,-122.172,2290,7984 +"6308000010","20150423T000000",585000,3,2.5,2290,5089,"2",0,0,3,9,2290,0,2001,0,"98006",47.5443,-122.172,2290,7984 +"4136960010","20150327T000000",480000,5,3.5,3480,12821,"2",0,2,3,10,2890,590,2004,0,"98092",47.2641,-122.215,3400,9870 +"8665900168","20141105T000000",635000,4,2.5,4260,36360,"1.5",0,0,4,8,4100,160,1935,0,"98155",47.764,-122.302,2430,17888 +"8691510170","20150204T000000",368750,3,2.5,2230,5717,"2",0,0,3,7,2230,0,2004,0,"98058",47.4388,-122.117,2230,5194 +"9187200095","20141202T000000",432500,6,2,3080,5500,"2",0,0,1,7,3080,0,1900,0,"98122",47.6031,-122.296,1830,5000 +"4221260050","20140903T000000",589000,3,2.5,2250,4337,"2",0,0,3,8,2250,0,2004,0,"98075",47.5908,-122.017,2250,4721 +"8562740480","20150414T000000",840000,4,3.25,3160,6327,"2",0,0,3,9,2280,880,2004,0,"98027",47.536,-122.066,3160,5946 +"6806100250","20150305T000000",316500,3,2.5,1770,3873,"2",0,0,3,7,1770,0,2005,0,"98058",47.4648,-122.144,2280,4330 +"7853300280","20150213T000000",536000,4,2.5,2880,8833,"2",0,0,3,7,2880,0,2006,0,"98065",47.5388,-121.89,2570,5234 +"6446200190","20150420T000000",563750,4,2.75,2690,25000,"1",0,0,3,8,1750,940,1978,0,"98029",47.5537,-122.026,2640,28250 +"4222310010","20141226T000000",152500,4,1,1730,7350,"1.5",0,0,4,6,1730,0,1970,0,"98003",47.3467,-122.307,1440,7752 +"4222310010","20150420T000000",267950,4,1,1730,7350,"1.5",0,0,4,6,1730,0,1970,0,"98003",47.3467,-122.307,1440,7752 +"4054550010","20150413T000000",1.64e+006,5,4,4780,118047,"2",0,0,3,11,4780,0,1994,0,"98077",47.7243,-122.052,4040,31760 +"1440700190","20140623T000000",269950,4,2.5,2540,8400,"2",0,0,5,7,2540,0,1977,0,"98032",47.3754,-122.277,1600,8050 +"5569620050","20140721T000000",731688,4,3,2630,5772,"2",0,0,3,9,2630,0,2006,0,"98052",47.6952,-122.133,3460,6158 +"1840200080","20141203T000000",240000,3,1.5,1890,9000,"1",0,0,3,7,1190,700,1959,0,"98188",47.4425,-122.272,2060,9000 +"9268200585","20140903T000000",555950,2,1,1220,5040,"1",0,0,3,7,1220,0,1961,0,"98117",47.6957,-122.364,1420,5040 +"7454000585","20150427T000000",289000,2,1,710,6300,"1",0,0,3,6,710,0,1942,0,"98126",47.5155,-122.374,740,6300 +"7504021310","20140506T000000",525000,3,2.5,2970,11985,"1",0,0,3,9,1770,1200,1995,0,"98074",47.6359,-122.052,2990,12049 +"7504021310","20141204T000000",745000,3,2.5,2970,11985,"1",0,0,3,9,1770,1200,1995,0,"98074",47.6359,-122.052,2990,12049 +"8024201795","20141117T000000",397000,2,1,1000,7664,"1",0,2,3,7,1000,0,1939,0,"98115",47.7001,-122.311,1570,6350 +"8638500170","20150422T000000",233000,3,1,1980,8505,"1",0,0,3,7,1030,950,1965,0,"98106",47.538,-122.353,1830,8505 +"5437400630","20141016T000000",625000,4,2.25,1920,8259,"2",0,0,4,8,1920,0,1979,0,"98027",47.5616,-122.088,2030,8910 +"9264000010","20140729T000000",535000,3,2,2740,23505,"2",0,4,3,10,2740,0,1988,0,"98001",47.319,-122.26,2800,16400 +"3832600080","20150504T000000",270000,3,2.25,1740,7345,"1",0,0,3,7,1380,360,1973,0,"98032",47.3663,-122.285,1770,8250 +"9477001350","20140722T000000",360000,3,1.75,1300,7770,"1",0,0,3,7,1300,0,1967,0,"98034",47.7347,-122.192,1520,7600 +"0809001060","20140513T000000",1.105e+006,4,1.5,2740,4000,"2",0,0,5,9,1930,810,1905,0,"98109",47.6343,-122.352,1680,4000 +"2771604120","20141111T000000",970000,4,1.75,4060,4000,"2",0,3,3,10,2890,1170,1953,1995,"98199",47.6375,-122.389,1860,4000 +"9541800190","20141010T000000",915000,5,2.5,3490,18850,"1",0,4,4,9,1840,1650,1958,0,"98005",47.5955,-122.176,2690,11625 +"4038400130","20140711T000000",412000,4,1.75,1430,10500,"1",0,0,4,7,1130,300,1960,0,"98007",47.6083,-122.132,2070,8640 +"1253200290","20150212T000000",265000,4,1.75,1860,9112,"1",0,0,4,7,1110,750,1963,0,"98032",47.3792,-122.282,1570,9112 +"2558650130","20140916T000000",426000,4,2.25,2120,7700,"1",0,0,4,7,1490,630,1976,0,"98034",47.7207,-122.165,1890,8203 +"8732190170","20141210T000000",266000,4,2.25,1860,12693,"1",0,0,3,8,1140,720,1978,0,"98023",47.3114,-122.395,1950,8740 +"1703400585","20141215T000000",325000,3,2,2330,4950,"1.5",0,0,3,6,1430,900,1900,0,"98118",47.5585,-122.29,1160,5115 +"1250202115","20150120T000000",615000,3,1.75,1670,5100,"1",0,2,5,7,990,680,1954,0,"98144",47.5898,-122.291,2140,4452 +"9264911150","20150423T000000",310000,3,1.75,2130,7140,"1",0,0,3,8,1580,550,1979,0,"98023",47.3074,-122.341,2180,7906 +"7696300080","20140914T000000",340000,4,1.75,1900,7313,"1",0,0,3,7,1900,0,1973,0,"98034",47.7311,-122.232,1420,7384 +"1931300010","20150501T000000",562500,2,1,1170,2800,"1.5",0,0,4,5,1170,0,1905,0,"98103",47.6574,-122.345,1660,4996 +"2771602425","20140721T000000",447000,2,1,980,1600,"2",0,0,3,8,980,0,2010,0,"98119",47.638,-122.375,1180,1600 +"2210500010","20140930T000000",2.45e+006,7,4.25,4670,23115,"2",0,2,3,11,4670,0,1992,0,"98039",47.6183,-122.227,3240,13912 +"1253200170","20140520T000000",250000,4,1.5,2500,6300,"1",0,0,4,7,1500,1000,1961,0,"98032",47.3781,-122.284,1720,8925 +"6646200420","20150102T000000",633000,4,2.5,2020,8044,"2",0,0,3,8,2020,0,1990,0,"98074",47.6247,-122.043,2320,7328 +"8822901024","20150423T000000",310000,3,2,1290,886,"3",0,0,3,7,1290,0,2004,0,"98125",47.7161,-122.295,1270,1152 +"1323089056","20141110T000000",439000,2,1.75,1620,113862,"1.5",0,0,3,7,1620,0,1995,0,"98045",47.4821,-121.719,1560,54806 +"3629950010","20140820T000000",470000,3,3.25,1710,2381,"2",0,0,3,8,1360,350,2003,0,"98029",47.5477,-122.004,1420,1163 +"7889100020","20150414T000000",270000,3,2.5,1720,8550,"1",0,0,4,7,1720,0,1968,0,"98002",47.2837,-122.207,1460,8550 +"7212680020","20141219T000000",299500,3,1.75,1820,8813,"2",0,0,3,7,1820,0,1994,0,"98003",47.2622,-122.303,1780,7349 +"2222049108","20140918T000000",227000,3,1,1130,10018,"1",0,0,4,6,1130,0,1954,0,"98032",47.3733,-122.275,1770,7700 +"7129303070","20140820T000000",735000,4,2.75,3040,2415,"2",1,4,3,8,3040,0,1966,0,"98118",47.5188,-122.256,2620,2433 +"6744700424","20140626T000000",537000,3,3,2410,7479,"2",0,2,3,7,2410,0,1942,1988,"98155",47.7394,-122.288,2610,7479 +"1727000680","20141209T000000",699000,4,2.5,2440,14470,"1",0,0,4,9,1660,780,1970,0,"98005",47.6401,-122.168,2810,15564 +"3226049134","20140902T000000",330000,2,1,800,4533,"1",0,0,3,6,600,200,1929,0,"98115",47.6979,-122.325,1720,6800 +"1760600009","20140829T000000",229000,3,1,1030,7800,"1",0,0,3,7,1030,0,1954,0,"98168",47.473,-122.324,1630,12664 +"3352400351","20141121T000000",200000,3,1,1480,5600,"1",0,0,4,6,940,540,1947,0,"98178",47.5045,-122.27,1350,11100 +"8563000250","20140812T000000",522500,3,1.75,1710,9707,"1",0,0,4,8,1710,0,1966,0,"98008",47.623,-122.105,1820,8700 +"1370800680","20150324T000000",1.295e+006,3,2.75,3450,5350,"1.5",0,3,4,9,2590,860,1925,0,"98199",47.6389,-122.407,2910,5350 +"2726049034","20141110T000000",2e+006,3,3.25,2610,16387,"2",1,4,3,9,2610,0,2006,0,"98125",47.7175,-122.278,2590,12958 +"3623059027","20141022T000000",200000,2,0.75,780,55764,"1",0,0,4,4,780,0,1945,0,"98058",47.442,-122.105,1620,30847 +"3205500020","20150408T000000",352000,3,1.75,1260,7200,"1",0,0,3,7,1260,0,1971,0,"98034",47.7189,-122.178,1460,7200 +"8924100305","20150325T000000",855000,4,3,2590,6250,"2",0,2,3,9,2240,350,1964,0,"98115",47.6774,-122.267,2260,6780 +"7524300020","20140820T000000",267000,3,2.5,1580,12250,"2",0,0,3,8,1580,0,1993,0,"98198",47.3771,-122.315,1560,9900 +"2436200715","20140506T000000",484000,2,1.75,1660,6000,"1",0,0,3,7,1160,500,1942,0,"98105",47.6624,-122.291,1660,4000 +"5469501850","20140629T000000",402000,4,2.75,2950,15540,"1",0,0,4,8,2120,830,1974,0,"98042",47.3845,-122.152,2840,17136 +"9187200275","20150420T000000",905000,4,2.25,2240,5000,"2",0,0,3,8,1770,470,1900,2014,"98122",47.6027,-122.295,2120,5000 +"0274000020","20140808T000000",274000,4,1.75,1940,7500,"1",0,0,4,7,1720,220,1966,0,"98030",47.3736,-122.215,2000,9000 +"6151800225","20150409T000000",475000,3,1.75,1850,26445,"1",0,0,4,7,1850,0,1962,1977,"98010",47.3412,-122.051,2110,23280 +"8924600020","20141114T000000",1.535e+006,4,4.5,5770,10050,"1",0,3,5,9,3160,2610,1949,0,"98115",47.677,-122.275,2950,6700 +"4003000285","20140504T000000",628000,4,2,2280,6010,"1",0,0,3,7,1140,1140,1900,0,"98122",47.6034,-122.289,2240,6200 +"0290000095","20140617T000000",675000,6,1.75,2740,6360,"1",0,3,3,8,1370,1370,1953,0,"98146",47.5062,-122.385,2150,6600 +"1565930130","20141104T000000",429900,4,3.25,3760,4675,"2",0,0,3,8,2740,1020,2007,0,"98038",47.3862,-122.048,3280,4033 +"6123000225","20140625T000000",260000,3,1.5,1580,8184,"1",0,0,3,7,1140,440,1954,0,"98148",47.4294,-122.331,1540,9476 +"4385700285","20140903T000000",690000,3,1.75,1600,4400,"1",0,0,3,7,1030,570,1941,0,"98112",47.6348,-122.281,2150,4000 +"2469000010","20150323T000000",1.081e+006,4,2.25,2100,12172,"1",0,0,5,9,2100,0,1961,0,"98040",47.5458,-122.227,2400,10713 +"5205000020","20150409T000000",360000,4,2.5,2610,7333,"2",0,0,3,8,2610,0,1988,0,"98003",47.2721,-122.293,2280,9033 +"0461002890","20140619T000000",499000,3,1.75,1840,5000,"1",0,0,4,7,920,920,1910,0,"98117",47.6808,-122.376,1220,5000 +"1823059030","20140818T000000",159000,3,1,1320,6534,"1",0,0,3,7,1320,0,1952,0,"98055",47.4806,-122.223,2140,7405 +"8848400020","20150327T000000",430000,3,1.75,1540,8100,"1",0,0,4,7,940,600,1947,0,"98133",47.749,-122.351,1840,8100 +"4122500095","20150413T000000",1.05e+006,5,2.75,2520,18625,"1",0,0,3,8,1660,860,1959,0,"98004",47.6409,-122.207,3000,16624 +"2597300020","20141113T000000",725000,5,2.5,3780,20000,"1",0,1,4,9,1890,1890,1978,0,"98155",47.7603,-122.273,2840,19908 +"2788400020","20140710T000000",150000,3,1,1200,9527,"1",0,0,3,7,1200,0,1959,0,"98168",47.5112,-122.316,1510,9457 +"7856610130","20140721T000000",840000,4,2.25,2720,8712,"2",0,0,4,9,2720,0,1976,0,"98006",47.5616,-122.153,2470,8714 +"3303860460","20150415T000000",499000,4,2.5,3100,5700,"2",0,0,3,9,3100,0,2011,0,"98038",47.3696,-122.058,3060,6000 +"2112700920","20141014T000000",285000,3,1.75,1630,4000,"1",0,0,3,7,1100,530,1968,0,"98106",47.5351,-122.353,1300,4000 +"6880210020","20150308T000000",340000,4,2.5,1910,7201,"1",0,0,3,7,1210,700,1987,0,"98198",47.3908,-122.316,1690,7554 +"6139100101","20150505T000000",405100,4,2,1580,7300,"1",0,0,4,7,1580,0,1955,0,"98155",47.7598,-122.328,1180,9450 +"7202330920","20140807T000000",464000,3,2.5,1690,4898,"2",0,0,3,7,1690,0,2003,0,"98053",47.6834,-122.038,2220,4933 +"8146300020","20140529T000000",723000,4,2.25,1960,8680,"1",0,0,4,8,1290,670,1959,0,"98004",47.6076,-122.192,2160,8680 +"7418000130","20141211T000000",430000,8,3.25,4300,10441,"2",0,0,4,8,2800,1500,1979,0,"98059",47.4786,-122.131,1780,10457 +"9276200635","20150430T000000",645000,3,1.75,1840,4255,"1",0,0,3,7,940,900,1907,2005,"98116",47.58,-122.392,1600,4255 +"0251610020","20150508T000000",1.58e+006,4,2.75,3480,19991,"2",0,2,4,10,2630,850,1979,0,"98004",47.6354,-122.214,3770,20271 +"8825900020","20140811T000000",925000,5,3,2710,4200,"2",0,0,3,7,1890,820,1919,2014,"98115",47.6754,-122.307,2150,4200 +"3856903495","20140709T000000",759000,4,1.75,2100,4750,"1",0,0,3,7,1340,760,1975,0,"98103",47.6695,-122.333,1700,4125 +"6382500020","20140805T000000",690000,4,2,1760,7800,"1",0,0,3,8,1760,0,1954,0,"98117",47.6945,-122.38,1950,7800 +"0522059352","20150326T000000",358800,4,2.5,2155,8140,"2",0,0,3,8,2155,0,1996,0,"98031",47.4204,-122.201,2155,7245 +"1778500595","20150413T000000",683000,5,1.5,1720,4000,"1.5",0,0,3,7,1520,200,1925,0,"98112",47.6197,-122.287,2280,4000 +"4083300595","20141208T000000",650000,3,1,1430,4240,"1.5",0,0,3,7,1430,0,1924,0,"98103",47.6595,-122.337,1660,4240 +"2100200020","20141209T000000",288000,5,2.75,2790,4807,"1.5",0,0,4,7,2140,650,1949,0,"98002",47.3098,-122.223,1056,4807 +"2597500840","20140707T000000",209950,3,1.5,1180,7300,"1",0,0,4,7,1180,0,1968,0,"98002",47.2857,-122.197,2030,8424 +"7935000595","20141008T000000",939000,3,3.5,2450,9248,"2",0,4,3,8,1960,490,1933,1993,"98136",47.5476,-122.397,2620,10207 +"7857003318","20140816T000000",320000,3,1,1330,5850,"1",0,0,3,7,930,400,1954,0,"98108",47.5498,-122.298,1440,5850 +"9211520020","20140822T000000",283748,3,2.25,1940,9560,"2",0,0,3,7,1940,0,1989,0,"98023",47.2998,-122.387,1800,9560 +"1460000080","20140731T000000",370000,3,2.25,1600,7620,"1",0,0,3,7,1280,320,1987,0,"98011",47.774,-122.208,1600,8215 +"3444120130","20150327T000000",399950,4,2.75,3210,41689,"1",0,0,4,8,1610,1600,1989,0,"98042",47.3493,-122.062,2100,41384 +"0908000010","20141212T000000",360000,5,2.5,2880,6902,"1",0,0,3,8,1680,1200,1976,2007,"98058",47.4332,-122.144,2080,5586 +"3123800080","20141112T000000",365000,2,1.5,1160,8060,"1",0,0,4,7,1160,0,1950,0,"98136",47.5146,-122.386,1500,8060 +"8641500345","20141219T000000",396900,3,2,1360,3120,"2",0,0,3,7,1360,0,1989,0,"98115",47.6943,-122.307,1360,3120 +"3717000250","20150422T000000",321000,3,2.5,2014,4500,"2",0,0,3,7,2014,0,2005,0,"98001",47.3371,-122.256,2014,4500 +"7697860130","20150106T000000",245000,3,2,1440,7008,"1",0,0,3,7,1440,0,1985,0,"98030",47.3702,-122.182,1680,7200 +"9169100130","20141007T000000",502000,2,1,1570,4704,"1.5",0,1,3,8,1570,0,1931,0,"98136",47.5256,-122.392,1820,4704 +"2944500470","20140605T000000",257000,4,2.75,2330,7642,"1",0,0,3,8,1800,530,1990,0,"98023",47.2946,-122.37,2320,7933 +"7424110130","20140515T000000",423000,4,1.75,1880,7303,"1",0,0,3,7,1010,870,1976,0,"98034",47.7129,-122.203,1710,7200 +"4037000635","20150327T000000",485000,4,2.25,1850,9911,"1",0,0,4,7,1850,0,1957,0,"98008",47.6019,-122.116,1650,8670 +"2141500020","20141217T000000",500000,4,2.5,2230,8560,"2",0,0,3,8,2230,0,2002,0,"98059",47.4877,-122.143,2400,7756 +"0952000725","20141021T000000",442000,2,1,990,4313,"1.5",0,2,4,6,990,0,1917,0,"98126",47.5677,-122.38,1480,5750 +"9550204620","20150512T000000",475000,3,1.75,1720,3825,"1.5",0,0,3,7,1720,0,1925,0,"98105",47.666,-122.327,2000,3825 +"6891800250","20150406T000000",625000,4,2.25,3230,9935,"2",0,0,3,8,3230,0,1986,0,"98028",47.7685,-122.257,2820,9722 +"7812801850","20141015T000000",194000,3,1,1180,6050,"1",0,0,3,6,820,360,1944,0,"98178",47.4945,-122.249,1070,6050 +"7504180170","20140707T000000",410000,3,2.25,1450,19206,"2",0,0,3,7,1450,0,1989,0,"98074",47.62,-122.052,1710,21485 +"0686800080","20140612T000000",1.0345e+006,4,2.5,2370,10858,"2",0,0,3,9,2370,0,2003,0,"98004",47.6336,-122.192,2510,21673 +"7853300290","20150324T000000",490000,4,2.5,2570,6157,"2",0,0,3,7,2570,0,2006,0,"98065",47.5389,-121.89,2060,5292 +"7905380380","20141209T000000",348500,4,1.75,1870,7575,"1",0,0,3,7,1480,390,1972,0,"98034",47.7205,-122.218,1670,7575 +"1972202320","20150427T000000",380000,3,1,1220,3000,"1.5",0,0,3,6,1220,0,1901,0,"98103",47.6506,-122.346,1350,3000 +"1710400007","20141211T000000",660000,3,2,1770,2150,"3",0,0,3,8,1770,0,1999,0,"98122",47.6102,-122.314,2010,3200 +"2985800225","20150401T000000",525000,3,1,1500,6800,"1",0,0,3,7,1500,0,1943,0,"98105",47.6706,-122.268,1500,6800 +"1721059069","20140717T000000",235000,3,2,1110,8724,"1",0,0,4,7,1110,0,1990,0,"98002",47.3056,-122.206,1390,7750 +"7852160170","20150422T000000",1.21e+006,4,3.75,4980,18069,"2",0,3,3,11,4980,0,2006,0,"98065",47.5348,-121.856,4080,14577 +"0626049102","20150324T000000",397950,4,1.75,2360,8116,"1",0,0,4,7,1180,1180,1916,1970,"98133",47.7635,-122.335,1670,8160 +"7349660050","20141118T000000",268000,3,1.75,1600,7711,"1",0,0,3,7,1600,0,1999,0,"98002",47.284,-122.202,2100,7711 +"1231000660","20140521T000000",525000,3,1,1450,4000,"1",0,1,4,8,950,500,1948,0,"98118",47.5554,-122.266,1880,4000 +"9558900010","20141006T000000",549950,3,2.5,2680,5860,"2",0,0,3,8,2680,0,2001,0,"98011",47.7557,-122.223,2680,5860 +"3897100170","20140827T000000",370000,3,1.75,1150,6600,"1.5",0,0,4,6,1150,0,1970,0,"98033",47.6709,-122.185,1530,6600 +"1150700170","20140926T000000",299000,4,2.25,1870,6693,"2",0,0,3,7,1870,0,1996,0,"98003",47.2774,-122.299,1650,6518 +"2769600305","20150115T000000",715000,6,2.75,3400,5000,"2",0,2,3,8,2860,540,1977,0,"98107",47.6728,-122.362,1800,5000 +"3876001330","20150424T000000",430000,4,1.5,1810,7200,"1",0,0,3,7,1810,0,1966,0,"98034",47.7207,-122.186,2060,7200 +"0984220290","20150210T000000",345000,3,1.75,1860,7191,"1",0,0,4,7,1260,600,1975,0,"98058",47.4338,-122.168,1850,7490 +"3616600250","20140527T000000",1.6e+006,3,3.25,3790,19000,"2",0,4,3,10,3790,0,1985,0,"98177",47.724,-122.373,2740,18628 +"1529200480","20140518T000000",534640,3,2.5,2130,3500,"1",0,0,4,8,1210,920,1994,0,"98072",47.736,-122.159,2030,3710 +"2533300680","20141007T000000",1.225e+006,3,2.5,2860,4500,"2",0,2,3,8,1980,880,1915,0,"98119",47.6463,-122.371,2310,4500 +"6752600130","20150413T000000",351000,4,2.5,2370,7274,"2",0,0,3,7,2370,0,1997,0,"98031",47.3982,-122.171,2090,7656 +"9332800020","20140715T000000",745000,4,2.25,2290,10409,"2",0,0,3,8,2290,0,1972,0,"98005",47.6351,-122.168,2040,10409 +"1121000095","20141105T000000",320000,2,1,1120,5329,"1",0,1,3,6,750,370,1929,0,"98126",47.5421,-122.378,1530,5330 +"6751500285","20140731T000000",555700,3,2,1810,12420,"1",0,0,4,7,1810,0,1957,0,"98008",47.5888,-122.127,2230,12330 +"1310370020","20140708T000000",690000,4,2.5,3220,35400,"2",0,0,3,9,3220,0,1991,0,"98072",47.7547,-122.114,3050,35252 +"4019300680","20141231T000000",449000,3,1.75,1660,9697,"1",0,0,4,7,1660,0,1952,0,"98155",47.7564,-122.286,2060,20624 +"4408100095","20140502T000000",308500,2,1,850,6174,"1",0,0,4,7,850,0,1950,0,"98155",47.7352,-122.328,1100,6174 +"8944460020","20150305T000000",340000,4,2.5,2665,5868,"2",0,0,3,9,2665,0,2006,0,"98030",47.3831,-122.185,2665,6092 +"8824900020","20150327T000000",937750,4,2.75,2580,3560,"1.5",0,0,5,7,1710,870,1917,0,"98115",47.6753,-122.304,1980,3800 +"7135520780","20140506T000000",725126,4,2.5,3200,12369,"2",0,0,3,10,3200,0,1998,0,"98059",47.5273,-122.143,3770,12960 +"0179001101","20150105T000000",135000,3,1,840,3000,"1",0,0,3,5,840,0,1943,0,"98178",47.494,-122.275,1010,6000 +"4177100005","20150403T000000",635000,4,2.5,2970,7961,"1",0,0,3,8,2020,950,1969,0,"98125",47.7118,-122.29,1410,7959 +"0910000104","20140806T000000",245500,2,1,790,7500,"1",0,0,3,6,790,0,1950,0,"98011",47.7644,-122.198,1970,8970 +"3353400840","20141202T000000",230000,6,1.5,2140,36509,"1.5",0,0,4,8,2140,0,1903,1979,"98001",47.2668,-122.252,1710,12000 +"8964800050","20150304T000000",1.77e+006,3,2.5,2580,14603,"1",0,2,4,9,2580,0,1951,0,"98004",47.6199,-122.212,2410,14347 +"0726049217","20141110T000000",425000,5,2.5,2180,7875,"1",0,0,4,7,1200,980,1955,0,"98133",47.7543,-122.341,1840,5105 +"2926049376","20150420T000000",220000,2,1,1060,10423,"1.5",0,0,3,7,1060,0,1965,0,"98125",47.705,-122.313,2240,10200 +"5589300715","20140829T000000",370000,3,2,1860,9100,"1.5",0,0,3,8,1860,0,1939,2006,"98155",47.7522,-122.304,1620,9519 +"7229900285","20140917T000000",390000,3,2,1840,16815,"1",0,0,5,7,960,880,1972,0,"98059",47.4837,-122.11,1810,16732 +"2722059215","20140603T000000",239000,3,1.75,1340,16480,"1",0,0,4,7,1340,0,1968,0,"98042",47.364,-122.162,1520,10451 +"2473372040","20150102T000000",345000,4,2.25,2320,7350,"2",0,0,3,8,2320,0,1973,0,"98058",47.4512,-122.131,2170,7350 +"3546000630","20140826T000000",289000,3,2.5,2110,8304,"1",0,0,4,7,2110,0,1985,0,"98030",47.3558,-122.173,1680,7508 +"7888400500","20150508T000000",285000,5,1.5,1840,8050,"1.5",0,0,4,7,1840,0,1962,0,"98198",47.3668,-122.312,1690,8151 +"1823049182","20140915T000000",147400,3,2,1080,9225,"1",0,0,2,7,1080,0,1955,0,"98146",47.4842,-122.346,1410,9840 +"8712100020","20150127T000000",600000,2,1,1290,4636,"1",0,0,3,7,1290,0,1924,0,"98112",47.6393,-122.301,1940,4635 +"7961500010","20140806T000000",245000,3,2.25,2210,10794,"1",0,0,3,7,1540,670,1967,0,"98178",47.4911,-122.224,2230,10753 +"7961500010","20150304T000000",520000,3,2.25,2210,10794,"1",0,0,3,7,1540,670,1967,0,"98178",47.4911,-122.224,2230,10753 +"2424400130","20140518T000000",352500,3,2.25,1410,14110,"1",0,2,3,7,1170,240,1987,0,"98065",47.5336,-121.76,1560,18336 +"9406510130","20150505T000000",448000,5,3.5,3740,24684,"2",0,0,3,9,2760,980,1998,0,"98038",47.3832,-122.057,2880,26023 +"3832700250","20140929T000000",270000,4,2.75,2440,7150,"1",0,0,3,7,1200,1240,1963,1985,"98032",47.3662,-122.282,1790,7150 +"0809000525","20140826T000000",872500,3,2.5,2040,6000,"1",0,0,3,8,1840,200,1951,0,"98109",47.6334,-122.35,1820,4920 +"1370800225","20150318T000000",2.1525e+006,4,3.25,3840,6214,"1.5",0,3,4,10,2590,1250,1939,0,"98199",47.6388,-122.406,3280,5915 +"3388100020","20140812T000000",225000,3,1.5,1660,7221,"1",0,0,3,7,980,680,1962,0,"98168",47.4962,-122.32,1770,8083 +"2770604615","20141121T000000",735000,4,2,1640,6000,"1.5",0,0,4,9,1640,0,1911,0,"98119",47.6505,-122.375,1900,6000 +"3754700420","20150401T000000",375000,3,1,1310,8400,"1",0,0,3,7,1310,0,1972,1989,"98034",47.7253,-122.197,1680,8000 +"6669020290","20141023T000000",169000,3,1.75,1720,9775,"1",0,0,3,8,1720,0,1978,0,"98032",47.3731,-122.286,1970,8400 +"6669020290","20150304T000000",279950,3,1.75,1720,9775,"1",0,0,3,8,1720,0,1978,0,"98032",47.3731,-122.286,1970,8400 +"5493110020","20150116T000000",1.95e+006,4,2.75,4020,18745,"2",0,4,4,10,2830,1190,1989,0,"98004",47.6042,-122.21,3150,20897 +"6064800470","20140805T000000",310000,3,2.25,1960,2345,"2",0,0,3,7,1750,210,2003,0,"98118",47.5419,-122.288,1760,1958 +"9304400010","20140730T000000",975000,4,2.5,3240,35083,"2",0,0,4,9,3240,0,1978,0,"98005",47.6337,-122.154,3340,24501 +"5566100170","20141029T000000",650000,10,2,3610,11914,"2",0,0,4,7,3010,600,1958,0,"98006",47.5705,-122.175,2040,11914 +"3025049028","20141216T000000",930000,2,1.5,1800,4500,"1",0,2,3,7,1000,800,1942,0,"98109",47.6305,-122.347,2270,3840 +"2848700095","20150402T000000",412000,4,1.5,1960,5000,"1",0,0,3,7,980,980,1912,0,"98106",47.5688,-122.363,1300,5000 +"2172000894","20150417T000000",225000,3,1,1250,10200,"1",0,0,3,6,1250,0,1965,0,"98178",47.4902,-122.256,1800,8283 +"3034200660","20140619T000000",507000,3,2.5,2120,7201,"2",0,0,3,8,2120,0,2003,0,"98133",47.7174,-122.337,1930,7206 +"3304700130","20150128T000000",1.755e+006,4,4,3860,67953,"2",0,2,4,12,3860,0,1927,0,"98177",47.7469,-122.378,4410,128066 +"6661200080","20141117T000000",230000,3,2.5,1340,3011,"2",0,0,3,7,1340,0,1995,0,"98038",47.3839,-122.038,1060,3232 +"8835800480","20150223T000000",316000,1,2,1780,188465,"2",0,0,3,10,1780,0,2001,0,"98045",47.4506,-121.768,1780,21094 +"7853430660","20140910T000000",616200,5,3.25,3920,4832,"2",0,0,3,9,3030,890,2014,0,"98065",47.5202,-121.885,2660,4832 +"7511200020","20140829T000000",509900,3,1.75,1690,53578,"1",0,0,3,8,1690,0,1984,0,"98053",47.6546,-122.049,2290,52707 +"2597670080","20150316T000000",370000,4,2.5,2570,7753,"2",0,0,3,8,2570,0,1987,0,"98058",47.4237,-122.162,2140,7615 +"2423010130","20150306T000000",619100,3,1.75,1870,7030,"1",0,0,3,7,1870,0,1977,0,"98033",47.6999,-122.17,1820,7500 +"2927600415","20140821T000000",805000,3,2.25,2860,11250,"1",0,1,5,8,2290,570,1956,0,"98166",47.4534,-122.372,2030,11250 +"2770604665","20150202T000000",612125,2,1.5,1670,6000,"1",0,0,3,7,1090,580,1950,0,"98119",47.6517,-122.374,1670,6000 +"0425049181","20140912T000000",350000,2,1.5,1070,937,"3",0,0,3,8,1070,0,2003,0,"98115",47.6761,-122.3,1100,3200 +"3223059217","20141104T000000",225000,2,1,940,15000,"1",0,0,3,7,940,0,1960,0,"98055",47.4312,-122.195,1450,15000 +"6669240130","20141022T000000",335000,3,2.5,2588,5701,"2",0,0,3,8,2588,0,2008,0,"98042",47.3449,-122.151,2389,5702 +"3303960080","20150331T000000",972800,5,3.25,3500,10457,"2",0,0,3,11,3500,0,2001,0,"98059",47.5198,-122.157,3500,11734 +"2413910190","20150202T000000",500000,3,1.75,1690,48096,"1",0,0,3,7,1690,0,1973,0,"98053",47.6745,-122.061,2070,35160 +"9185700285","20141223T000000",2.2e+006,4,3.75,3790,7200,"2",0,0,3,10,2530,1260,1931,0,"98112",47.6264,-122.289,3250,7200 +"4040800050","20141119T000000",415000,3,1.5,1090,8400,"1",0,0,4,7,1090,0,1966,0,"98008",47.6219,-122.115,1320,8400 +"3438500742","20140826T000000",399000,3,3,2240,10479,"2",0,0,4,7,1710,530,1950,0,"98106",47.5529,-122.356,1530,5244 +"2326300010","20140520T000000",376000,2,1,1150,4000,"1",0,0,3,7,1150,0,1947,0,"98199",47.6575,-122.394,1150,4288 +"4322200050","20141217T000000",340000,3,2,1870,3378,"1",0,0,3,7,1120,750,1913,0,"98136",47.5371,-122.393,1870,1872 +"6403510130","20141114T000000",490000,5,2.75,2990,7200,"2",0,0,3,8,2990,0,1997,0,"98059",47.4955,-122.16,2710,7620 +"4307340130","20140622T000000",374000,4,2.5,2580,6260,"2",0,0,3,7,2580,0,2004,0,"98056",47.4858,-122.185,2160,3600 +"7237600130","20150326T000000",852000,4,1,2220,3588,"1.5",0,0,4,7,1470,750,1927,0,"98115",47.6854,-122.308,1740,3588 +"5706300020","20141125T000000",473000,3,2.25,1620,12309,"2",0,0,3,7,1620,0,1987,0,"98074",47.6188,-122.029,2030,13963 +"6446200050","20150504T000000",540000,3,1.75,2590,25992,"1",0,0,3,8,1970,620,1968,0,"98029",47.5521,-122.03,2590,29250 +"7744500020","20140826T000000",431000,2,2,1390,12530,"1",0,0,3,8,970,420,1959,0,"98155",47.7499,-122.29,1940,12530 +"3971700635","20150506T000000",435000,4,3,2270,7245,"1",0,0,3,7,1410,860,1979,0,"98155",47.7722,-122.315,1740,7571 +"3625059109","20140508T000000",1.051e+006,4,3,2920,33976,"1",0,3,5,8,1460,1460,1964,0,"98008",47.6164,-122.104,2970,15210 +"6379500216","20140513T000000",450000,3,2.75,1250,892,"2",0,0,3,8,1040,210,2010,0,"98116",47.5826,-122.387,1250,1296 +"1123049027","20150319T000000",157500,3,1,1100,27008,"1",0,0,3,6,960,140,1935,0,"98178",47.4963,-122.249,1280,8890 +"1938400010","20141217T000000",244000,3,1.75,1500,7475,"1",0,0,4,8,1500,0,1976,0,"98023",47.3155,-122.365,1940,7475 +"3204900010","20150211T000000",550000,3,2.5,2800,10603,"2",0,0,3,9,2800,0,2001,0,"98011",47.7528,-122.195,2580,10603 +"6979900010","20140905T000000",975000,4,2.5,3420,183387,"2",0,0,3,10,3420,0,2000,0,"98053",47.633,-121.972,2260,34613 +"1422069069","20150205T000000",426500,4,2.75,2100,88426,"1",0,0,3,6,2100,0,1990,0,"98038",47.399,-122.011,2150,63162 +"9834200305","20140716T000000",350000,3,1,1790,3876,"1.5",0,0,5,7,1090,700,1904,0,"98144",47.575,-122.288,1360,4080 +"9834200305","20150210T000000",615000,3,1,1790,3876,"1.5",0,0,5,7,1090,700,1904,0,"98144",47.575,-122.288,1360,4080 +"3396820010","20150223T000000",542000,3,2.25,2220,12056,"2",0,0,3,8,2220,0,1985,0,"98052",47.7148,-122.101,2320,12025 +"1929300415","20141119T000000",710000,4,1.75,2000,6000,"1",0,3,5,7,1000,1000,1956,0,"98109",47.6428,-122.348,2610,4377 +"8001600130","20150501T000000",289950,3,2.5,1770,9450,"1",0,0,3,8,1770,0,1988,0,"98001",47.3196,-122.272,2200,8582 +"3835500585","20141016T000000",1.9e+006,4,2.75,4280,12668,"2",0,0,3,9,3900,380,1947,2008,"98004",47.6185,-122.219,3590,12670 +"7518505910","20141119T000000",528000,2,1,1260,5100,"1.5",0,0,4,7,1120,140,1925,0,"98117",47.6805,-122.384,1260,5100 +"7518505610","20150325T000000",471000,2,1,840,5100,"1",0,0,4,7,840,0,1949,0,"98117",47.6779,-122.384,1550,5100 +"5412100920","20141203T000000",250000,4,2.75,1830,6643,"2",0,0,3,8,1830,0,2001,0,"98001",47.2601,-122.286,2400,6472 +"2329700440","20141027T000000",155000,3,1.5,970,8400,"1",0,0,3,7,970,0,1966,0,"98003",47.3284,-122.331,1230,8400 +"0923000413","20140818T000000",515000,4,1.5,1740,8160,"1.5",0,0,4,7,1400,340,1946,0,"98177",47.7243,-122.363,1600,8160 +"9406521150","20150305T000000",336600,3,2.25,1654,8464,"2",0,0,3,7,1654,0,1995,0,"98038",47.3618,-122.033,1975,8515 +"0810000080","20150310T000000",915000,3,2.25,2390,2750,"2",0,0,5,8,1580,810,1925,0,"98109",47.6339,-122.354,2200,5160 +"3762900130","20140715T000000",350000,2,1.75,1080,7242,"2",0,0,4,7,1080,0,1984,0,"98034",47.7065,-122.235,1800,7321 +"1651800010","20140702T000000",1.3e+006,4,1.75,2610,21600,"1",0,0,4,8,2610,0,1966,0,"98004",47.6245,-122.227,2920,20330 +"3876500290","20150305T000000",175000,3,1,1070,6164,"1",0,0,3,7,1070,0,1967,0,"98001",47.3377,-122.291,1320,7920 +"4443800545","20150330T000000",545000,2,2,1430,3880,"1",0,0,4,7,1430,0,1949,0,"98117",47.6844,-122.392,1430,3880 +"9218400050","20141227T000000",475000,4,3,2400,5400,"2",0,2,4,7,1600,800,1965,0,"98178",47.5099,-122.26,2400,5400 +"1023059108","20150430T000000",390000,2,1,670,11505,"1",0,0,3,5,670,0,2003,0,"98059",47.499,-122.157,2180,11505 +"2787250190","20140717T000000",645000,4,2.5,2860,14000,"2",0,0,3,8,2860,0,1995,0,"98019",47.7306,-121.973,2650,14564 +"4019301205","20141202T000000",410000,3,1.5,2270,8187,"1",0,0,4,8,1420,850,1954,0,"98155",47.7573,-122.278,2020,14092 +"2607760190","20150331T000000",480000,4,2.5,2180,9861,"2",0,2,3,8,2180,0,1997,0,"98045",47.4817,-121.802,2390,9761 +"1250203135","20140701T000000",725000,3,1.75,1860,6000,"2",0,2,4,8,1860,0,1959,0,"98144",47.5981,-122.288,3030,7119 +"1424069069","20140522T000000",1.15e+006,6,4.5,6040,219542,"2",0,0,3,11,4100,1940,1996,0,"98029",47.5622,-122.003,2010,32362 +"7304301300","20140702T000000",300000,2,1,1010,11919,"1",0,0,3,6,1010,0,1947,0,"98155",47.7461,-122.322,1220,11240 +"8835400290","20150309T000000",752000,4,2.5,2570,8178,"1",0,2,3,8,1710,860,1961,0,"98118",47.5483,-122.261,2050,7500 +"3630030440","20140923T000000",585000,4,2.5,1950,3720,"2",0,0,3,8,1950,0,2004,0,"98029",47.5503,-121.997,1720,3720 +"1088000050","20150213T000000",678700,3,1.75,1970,10548,"1",0,0,4,8,1300,670,1973,0,"98033",47.6669,-122.179,2500,8548 +"7504010480","20150417T000000",603000,4,2.25,2110,11155,"2",0,0,3,9,2110,0,1975,0,"98074",47.6386,-122.058,2660,11900 +"8644500010","20150320T000000",715000,3,1.75,1650,7276,"1.5",0,4,4,7,1150,500,1928,0,"98117",47.6989,-122.399,2300,8088 +"1326059142","20141028T000000",1.395e+006,4,3,3520,128502,"2",0,2,4,10,3520,0,1981,0,"98072",47.7448,-122.117,3260,79714 +"3754501205","20150429T000000",1.085e+006,3,2.5,2840,7500,"2",0,3,3,11,2840,0,1997,0,"98034",47.7049,-122.224,2580,5918 +"7625701900","20150222T000000",467500,2,1.75,1490,4800,"1",0,0,4,7,750,740,1918,0,"98136",47.5496,-122.391,1400,6000 +"1926049398","20141013T000000",359000,3,2.25,1650,7218,"1",0,0,3,7,1230,420,1985,0,"98133",47.7237,-122.335,1690,7459 +"6372000190","20140826T000000",745000,4,2,1960,4520,"1",0,0,3,8,960,1000,1922,2001,"98116",47.58,-122.405,1680,4520 +"3622059088","20140513T000000",450000,3,2.25,2450,42180,"1",0,0,4,7,2450,0,1978,2000,"98042",47.3549,-122.111,1440,42180 +"0809003105","20150408T000000",935000,3,2,1720,2000,"1.5",0,0,3,8,1060,660,1910,2000,"98109",47.6384,-122.35,1590,4000 +"8956000250","20140903T000000",615000,3,2.5,1980,3128,"2",0,0,3,8,1890,90,2009,0,"98027",47.5456,-122.016,2160,2240 +"1241500351","20140929T000000",1.031e+006,3,2.5,4110,35741,"2",0,0,3,7,4110,0,1976,0,"98033",47.6642,-122.171,2710,8865 +"7457400250","20150106T000000",283500,4,2.5,1990,5577,"2",0,0,3,7,1990,0,1999,0,"98092",47.3191,-122.191,2020,6400 +"6154900130","20141202T000000",340000,2,1,860,7102,"1",0,0,3,6,860,0,1947,0,"98177",47.7042,-122.369,1450,7102 +"1853500130","20150225T000000",370000,4,2.5,2320,9264,"2",0,0,3,8,2320,0,1994,0,"98188",47.4449,-122.274,2320,9129 +"1854750010","20140820T000000",1.15e+006,3,2.5,4190,9624,"2",0,0,3,10,4190,0,1999,0,"98006",47.5642,-122.127,3650,8321 +"9320500080","20140510T000000",265000,4,1,1940,9533,"1",0,0,3,7,1080,860,1962,0,"98031",47.4139,-122.208,1940,8839 +"7228500415","20140826T000000",480000,4,2.25,2520,2370,"2",0,0,3,8,1690,830,1908,0,"98122",47.6109,-122.303,1530,2370 +"3142600130","20140617T000000",667500,3,2,1880,3800,"1",0,0,5,7,1030,850,1927,0,"98115",47.6841,-122.309,1700,3800 +"0629000605","20150227T000000",1.398e+006,3,2.5,2910,10044,"2",0,0,4,10,2910,0,1989,0,"98004",47.5845,-122.199,2420,12287 +"5536100005","20140808T000000",2.3e+006,7,4.75,5310,8816,"2",0,0,3,10,3650,1660,2013,0,"98004",47.6221,-122.208,2920,10610 +"3990000050","20140616T000000",465000,3,2.25,2670,7500,"1",0,0,4,7,1640,1030,1966,0,"98166",47.4608,-122.354,1970,9598 +"1320069249","20141020T000000",192500,1,1,470,63737,"1",0,2,5,5,470,0,1924,0,"98022",47.2163,-121.984,1350,46762 +"9357000635","20150323T000000",345000,3,1,1060,5600,"1",0,0,4,6,760,300,1943,0,"98146",47.5116,-122.379,1310,5600 +"2207200635","20140602T000000",439800,3,1.5,1120,6900,"1",0,0,5,7,1120,0,1956,0,"98007",47.6023,-122.132,1300,7000 +"3798000130","20140725T000000",468000,4,1.75,2250,8580,"1",0,0,4,7,1330,920,1958,0,"98011",47.7633,-122.199,2250,10032 +"2680700010","20140724T000000",775000,4,2.5,2070,8473,"1",0,0,4,8,1250,820,1976,0,"98033",47.6608,-122.19,2070,9499 +"3066200440","20140608T000000",684680,4,2.25,2370,9360,"2",0,0,4,8,2370,0,1979,0,"98052",47.6518,-122.123,2370,9720 +"3293400020","20150116T000000",910000,4,3.5,3570,27699,"2",0,0,3,11,3570,0,1990,0,"98052",47.7173,-122.098,3800,35880 +"2425049063","20140911T000000",3.6409e+006,4,3.25,4830,22257,"2",1,4,4,11,4830,0,1990,0,"98039",47.6409,-122.241,3820,25582 +"0114101426","20140617T000000",375000,3,1.75,1160,22470,"1",0,0,4,7,1160,0,1976,0,"98028",47.7595,-122.23,1940,15999 +"0100500020","20140911T000000",250000,3,2.5,1610,6600,"2",0,0,3,7,1610,0,1994,0,"98003",47.2827,-122.302,1660,7689 +"1732800780","20150212T000000",3.065e+006,5,3,4150,7500,"2.5",0,4,5,11,3510,640,1909,0,"98119",47.6303,-122.362,2250,4050 +"7955050250","20141125T000000",442500,4,2.25,1840,7575,"1",0,0,4,7,1390,450,1973,0,"98034",47.7328,-122.198,1820,7500 +"3521059134","20140523T000000",900000,3,3.5,4080,217697,"1.5",0,3,3,10,4080,0,2000,0,"98092",47.2604,-122.139,2710,217790 +"6908200006","20140919T000000",699000,3,2,1820,4080,"2",0,2,3,8,1820,0,1937,1987,"98107",47.6735,-122.401,2160,5400 +"4012800010","20140506T000000",360000,4,2,2680,18768,"1",0,0,5,8,2680,0,1965,0,"98001",47.3182,-122.279,1230,15750 +"0629800660","20140909T000000",1.675e+006,4,4.75,4790,25412,"2",0,0,3,12,4790,0,1999,0,"98074",47.603,-122.012,3830,16314 +"0425059024","20150129T000000",675000,5,2,2420,21000,"1.5",0,0,3,8,2420,0,1966,0,"98033",47.677,-122.165,1940,8085 +"8911000425","20140918T000000",345000,2,1,1130,8081,"1",0,0,4,7,1130,0,1921,0,"98133",47.7064,-122.355,1220,7800 +"3438502066","20150408T000000",229000,4,1,1320,5000,"1.5",0,0,3,7,1320,0,1928,0,"98106",47.5457,-122.363,1640,5164 +"3022039069","20150326T000000",300000,3,1,1290,12415,"1.5",0,0,3,6,1290,0,1908,0,"98070",47.3719,-122.461,1620,12415 +"1862400471","20140820T000000",392500,3,3.25,1600,1289,"3",0,0,3,8,1600,0,1998,0,"98117",47.6957,-122.375,1600,1376 +"7518505851","20140616T000000",552000,3,1,1120,2300,"1",0,0,4,7,820,300,1912,0,"98117",47.6797,-122.384,1430,5100 +"5101408678","20141120T000000",457000,2,1.75,2060,7192,"1",0,0,3,7,1420,640,1940,0,"98125",47.7038,-122.317,1860,7140 +"3296900130","20141007T000000",518000,4,2.5,2830,13760,"2",0,0,3,8,2830,0,1993,0,"98019",47.7334,-121.97,2350,14029 +"9513900050","20140812T000000",237000,3,2,1210,6634,"1",0,0,4,7,1210,0,1985,0,"98031",47.4097,-122.193,1560,7200 +"2624089022","20150314T000000",399950,3,2.25,1560,11997,"1",0,0,3,7,1260,300,1988,0,"98065",47.5378,-121.742,1820,36590 +"4024100670","20150506T000000",605000,3,2.25,2260,17114,"2",0,0,3,7,2260,0,1990,0,"98155",47.7537,-122.296,2360,14893 +"1862910050","20140722T000000",295000,4,2.5,1850,8198,"2",0,0,3,7,1850,0,1993,0,"98031",47.4079,-122.186,1850,7924 +"8651720420","20150428T000000",513000,4,2.5,1930,8040,"1",0,0,3,7,1380,550,1978,0,"98034",47.7283,-122.218,2080,7200 +"2619920170","20141001T000000",772500,4,2.5,3230,4290,"2",0,0,3,9,3230,0,2004,0,"98033",47.6874,-122.161,3220,5083 +"2619920170","20141219T000000",765000,4,2.5,3230,4290,"2",0,0,3,9,3230,0,2004,0,"98033",47.6874,-122.161,3220,5083 +"0225039069","20141010T000000",696950,4,2.75,2450,5376,"1.5",0,0,4,7,1550,900,1920,0,"98117",47.6865,-122.396,1920,5264 +"3878900525","20150213T000000",329000,3,1,1200,5650,"1.5",0,0,3,7,1200,0,1928,0,"98178",47.5065,-122.249,1610,5650 +"7137970130","20141218T000000",339999,3,2.5,2360,8093,"2",0,0,3,8,2360,0,1995,0,"98092",47.3257,-122.17,1860,6762 +"6632300122","20140714T000000",364500,3,1,1060,9506,"1",0,0,3,7,1060,0,1959,0,"98125",47.7317,-122.31,1520,8469 +"2770602135","20140514T000000",607500,5,1.75,2220,6000,"1.5",0,0,3,7,1420,800,1923,0,"98199",47.648,-122.384,1550,1715 +"3584800010","20150408T000000",550000,3,1,880,6664,"1",0,0,3,6,880,0,1961,0,"98033",47.6855,-122.199,1690,6564 +"8950500250","20150421T000000",479900,4,2,2510,9750,"1",0,0,3,8,1630,880,1960,0,"98028",47.7438,-122.229,1980,9750 +"7011201306","20150212T000000",1.12028e+006,4,4,2530,1774,"3",0,2,3,9,2100,430,2013,0,"98119",47.6362,-122.369,2160,2400 +"4438400020","20140512T000000",192000,2,1,700,10540,"1",0,0,3,6,700,0,1953,0,"98166",47.438,-122.336,890,10540 +"8651440250","20150413T000000",250000,3,2,1500,5200,"1",0,0,3,7,1060,440,1977,0,"98042",47.3653,-122.09,1640,5200 +"0203900920","20140715T000000",340000,3,2,1130,9879,"2",0,0,3,6,1130,0,1996,0,"98053",47.635,-121.964,1900,14907 +"2458400345","20141028T000000",340000,3,2,1420,6060,"1",0,0,5,7,830,590,1942,0,"98146",47.5102,-122.372,1420,6360 +"6664000130","20141013T000000",635250,3,2.25,2210,22040,"1",0,0,5,8,1510,700,1976,0,"98004",47.5904,-122.194,2470,14258 +"2685600005","20150407T000000",324800,2,1,1170,5043,"1",0,0,3,6,880,290,1949,0,"98108",47.5492,-122.302,1430,5692 +"0040000362","20140506T000000",78000,2,1,780,16344,"1",0,0,1,5,780,0,1942,0,"98168",47.4739,-122.28,1700,10387 +"3582700130","20150409T000000",400000,4,1.75,1770,12875,"1",0,0,3,8,1770,0,1988,0,"98028",47.7438,-122.247,2150,12875 +"3013300980","20150506T000000",640500,3,1,1070,4505,"1",0,2,4,7,1070,0,1919,0,"98136",47.5305,-122.384,1380,4505 +"2597000130","20150430T000000",570000,3,2,1930,10929,"1",0,0,3,8,1260,670,1964,0,"98155",47.7657,-122.272,2030,8750 +"6169900545","20140625T000000",1.33e+006,3,1.5,1940,2885,"1.5",0,2,3,8,1940,0,1900,0,"98119",47.6308,-122.369,2550,3600 +"1328340630","20150403T000000",330490,3,2.75,1440,7350,"1",0,0,4,7,1040,400,1980,0,"98058",47.4431,-122.138,1510,7350 +"0705730280","20140819T000000",325000,3,2.5,1740,5267,"2",0,0,3,7,1740,0,1999,0,"98038",47.3777,-122.023,2180,5000 +"0705730280","20150421T000000",335000,3,2.5,1740,5267,"2",0,0,3,7,1740,0,1999,0,"98038",47.3777,-122.023,2180,5000 +"5379805910","20141113T000000",314000,5,2.75,2210,13500,"1",0,0,5,7,1460,750,1963,0,"98188",47.4468,-122.282,1590,10850 +"2887700091","20140923T000000",625000,4,2,2190,3622,"1.5",0,0,5,8,1990,200,1925,0,"98115",47.6887,-122.312,1450,3082 +"7732410420","20140617T000000",809000,3,2.5,2590,7720,"2",0,0,3,9,2590,0,1988,0,"98007",47.659,-122.146,2600,9490 +"7806500290","20140818T000000",535000,3,2.5,2790,19485,"2",0,0,3,9,2790,0,1990,0,"98059",47.4688,-122.124,2580,17859 +"1565600130","20140821T000000",275000,5,1.75,2180,9178,"1",0,0,3,7,1140,1040,1963,0,"98188",47.4364,-122.28,2140,9261 +"2473100280","20150417T000000",358000,4,2.75,2580,11900,"1",0,0,4,7,1620,960,1967,0,"98058",47.4475,-122.159,1570,9375 +"3826000460","20150313T000000",297975,3,2.25,2820,8100,"1",0,0,4,7,1720,1100,1947,0,"98168",47.4944,-122.304,1040,8100 +"1823069088","20150504T000000",492000,2,1.75,1300,22239,"1",0,0,4,7,1300,0,1945,1986,"98059",47.4801,-122.092,1300,14810 +"1901600095","20140626T000000",210000,2,1,720,8040,"1",0,0,3,6,720,0,1943,0,"98166",47.4662,-122.359,2300,9500 +"9285800020","20140827T000000",622500,3,2.5,2260,4550,"1.5",0,0,4,7,1380,880,1928,0,"98126",47.5714,-122.376,1870,4582 +"3383900048","20141022T000000",550000,3,2.5,1550,1092,"3",0,0,3,8,1390,160,2004,0,"98102",47.6355,-122.324,1550,1079 +"1423700680","20150226T000000",190000,3,1.75,1390,7700,"1",0,0,5,7,1390,0,1965,0,"98058",47.4559,-122.183,1260,7700 +"9264930980","20140728T000000",340000,4,2.5,2380,9362,"2",0,0,3,8,2380,0,2000,0,"98023",47.3148,-122.349,2190,9840 +"3825311190","20140725T000000",678000,3,2.5,2640,5964,"2",0,0,3,9,2640,0,2003,0,"98052",47.7043,-122.128,2680,5211 +"9122500080","20150428T000000",275000,5,2,2260,11970,"1",0,0,4,7,1250,1010,1962,0,"98031",47.3896,-122.218,1950,11970 +"1189000130","20140915T000000",493000,3,2.75,1720,6720,"1",0,0,4,7,1270,450,1947,0,"98122",47.6138,-122.298,1690,3248 +"3347400525","20141216T000000",147000,3,1,1070,14000,"1",0,0,3,7,1070,0,1960,0,"98178",47.4971,-122.279,920,12500 +"8091411100","20150204T000000",334000,3,2.25,2000,7225,"2",0,0,4,7,2000,0,1985,0,"98030",47.349,-122.167,1950,7464 +"4384000020","20140703T000000",605000,4,2.5,2800,10786,"1",0,0,3,8,1420,1380,1970,0,"98008",47.5959,-122.116,2140,10788 +"0321059132","20150427T000000",365000,3,1.75,1450,61419,"1",0,0,4,8,1450,0,1976,0,"98092",47.3343,-122.16,2256,82328 +"1016000080","20141125T000000",345000,3,1,1620,10610,"1",0,0,4,6,1620,0,1958,0,"98059",47.474,-122.125,1680,10795 +"3585900305","20141030T000000",999000,3,2.5,2710,23292,"1",0,4,3,9,2080,630,1956,0,"98177",47.7608,-122.374,2430,20000 +"2922701305","20150402T000000",470000,2,1.75,1520,4220,"1",0,0,4,7,840,680,1910,0,"98117",47.6876,-122.366,1120,5700 +"8123500050","20140624T000000",599000,5,2.75,2730,22572,"1",0,0,3,7,2080,650,1968,1992,"98075",47.5951,-122.037,2260,15458 +"5547500050","20140917T000000",255000,3,2.25,1740,10378,"1",0,0,5,7,1740,0,1977,0,"98042",47.3815,-122.09,1420,10167 +"5469700020","20150206T000000",295000,4,1.75,1800,28650,"1",0,0,4,7,1800,0,1975,0,"98031",47.3926,-122.166,1800,5234 +"9358400080","20140627T000000",550000,4,3.5,4150,16197,"2",0,0,3,10,4150,0,2006,0,"98003",47.3423,-122.183,3618,15210 +"1257200050","20140731T000000",1.305e+006,5,3.5,3270,4080,"2",0,0,3,9,2180,1090,2011,0,"98115",47.6754,-122.327,1410,4080 +"1180005220","20150505T000000",225000,2,1,1070,6000,"1",0,0,4,5,1070,0,1922,0,"98178",47.495,-122.227,1910,6000 +"9536600010","20141223T000000",520000,4,0.75,1960,8277,"1",1,4,4,7,1320,640,1923,1986,"98198",47.3648,-122.325,1940,8402 +"6140100022","20140826T000000",345000,3,3.25,1600,1882,"2",0,0,3,8,1360,240,2000,0,"98133",47.7151,-122.355,1390,1379 +"6140100095","20140520T000000",475000,4,1.75,1650,7775,"1",0,0,4,7,1150,500,1950,0,"98133",47.715,-122.354,1390,7200 +"4037800020","20141008T000000",497500,5,1.5,2170,8610,"1",0,0,4,7,1230,940,1959,0,"98008",47.6111,-122.126,1670,8610 +"0322069180","20141120T000000",649500,3,3,3730,383328,"1.5",0,0,4,9,2230,1500,1990,0,"98038",47.4257,-122.03,1940,217800 +"9348700020","20140825T000000",734500,4,2.75,3280,6845,"2",0,0,3,10,3280,0,2003,0,"98052",47.7042,-122.107,3280,7467 +"7414200010","20141218T000000",276000,3,1,870,8040,"1",0,0,3,7,870,0,1953,0,"98177",47.7048,-122.368,1440,8040 +"7849200635","20140630T000000",235000,2,1,900,28800,"1",0,0,1,6,900,0,1928,0,"98065",47.5245,-121.822,1360,7200 +"1524800005","20140812T000000",325000,2,1,1400,10800,"1",0,0,4,7,1400,0,1974,0,"98011",47.7726,-122.21,1560,11280 +"8045600130","20140528T000000",425000,4,2.75,1680,9545,"1",0,0,4,7,1080,600,1979,0,"98028",47.739,-122.243,1890,9545 +"5559200170","20150430T000000",307000,4,2,2390,23972,"2",0,0,3,7,1720,670,1949,0,"98023",47.3197,-122.343,1950,22750 +"5700000275","20140528T000000",635000,3,2.5,2300,5500,"1.5",0,0,4,8,2000,300,1921,0,"98144",47.5785,-122.293,2100,5000 +"3224900130","20140514T000000",223000,3,1.75,1340,7473,"1",0,0,4,7,1340,0,1973,0,"98002",47.3087,-122.206,1510,8240 +"4397010480","20150413T000000",425000,3,2.75,2600,10874,"2",0,0,3,9,2600,0,1994,0,"98042",47.3815,-122.146,2800,11504 +"2310000250","20150506T000000",190000,3,2.25,1640,7730,"1",0,0,4,7,1220,420,1989,0,"98038",47.3576,-122.039,1560,7566 +"8731902340","20140918T000000",275000,4,1.75,1960,6177,"1",0,0,4,8,1960,0,1967,0,"98023",47.3131,-122.383,2010,8162 +"3630000080","20140606T000000",450000,3,2.5,1480,1961,"2",0,0,3,8,1480,0,2005,0,"98029",47.5478,-122,1400,1138 +"4139900050","20140519T000000",1.468e+006,4,3.25,5010,34460,"2",0,0,3,12,5010,0,1988,0,"98006",47.5469,-122.127,4760,34460 +"9191200380","20141222T000000",550000,4,2,1540,5000,"1.5",0,0,4,7,1540,0,1913,0,"98105",47.6713,-122.3,1790,4000 +"0930000415","20141204T000000",835000,4,2.75,4030,10240,"2",0,2,3,8,3310,720,1943,1994,"98177",47.7168,-122.365,2490,7680 +"5450300020","20140618T000000",900000,6,3,3020,13783,"2",0,0,3,8,3020,0,1952,2002,"98040",47.5722,-122.226,1720,13500 +"8898700440","20141124T000000",290000,2,2,1590,9375,"1",0,0,3,7,910,680,1983,0,"98055",47.4585,-122.205,1560,8524 +"1238501188","20140808T000000",1.035e+006,4,2.5,2910,9131,"2",0,0,3,10,2910,0,2014,0,"98033",47.6826,-122.186,1880,11212 +"0644210020","20150105T000000",780000,4,2.5,3020,15164,"1",0,0,4,8,1730,1290,1976,0,"98004",47.5882,-122.192,2600,11556 +"3066200460","20141218T000000",572500,3,2,2290,11200,"2",0,0,3,9,2290,0,1979,0,"98052",47.6517,-122.124,2250,10000 +"3422049088","20150324T000000",389000,3,1.75,2180,9220,"1",0,0,4,7,1090,1090,1938,0,"98001",47.3547,-122.285,2050,22400 +"6433000050","20140821T000000",350000,4,1.75,2740,10086,"1",0,0,3,7,1440,1300,1972,0,"98168",47.5112,-122.329,1710,9840 +"7215410430","20140728T000000",476000,4,2.5,2740,33158,"2",0,0,3,9,2740,0,1993,0,"98042",47.3333,-122.074,2740,36074 +"5316100255","20140904T000000",1.04625e+006,2,3,2330,3600,"2",0,0,5,10,1870,460,1927,1979,"98112",47.6316,-122.282,2950,7200 +"2413300980","20141217T000000",287000,3,2.25,2300,7200,"1",0,0,4,8,1550,750,1978,0,"98003",47.324,-122.328,2000,7350 +"1175000280","20141107T000000",707500,4,4,1550,6596,"1.5",0,0,5,7,1550,0,1907,0,"98107",47.6711,-122.398,1830,4850 +"7304300420","20140801T000000",464500,4,2.5,1750,11381,"1",0,0,4,7,1610,140,1947,0,"98155",47.7425,-122.321,1080,11375 +"0059000250","20141203T000000",720000,3,1.5,2180,5000,"1",0,3,4,8,1090,1090,1941,0,"98116",47.5787,-122.402,2070,5000 +"1441300130","20141224T000000",319000,3,2.5,1610,8544,"2",0,0,5,7,1610,0,1994,0,"98038",47.3714,-122.054,1840,8190 +"1075100050","20140916T000000",330000,3,1,1570,9136,"1",0,0,3,7,1570,0,1953,0,"98133",47.7688,-122.337,1380,9127 +"7972000010","20140520T000000",120750,3,1.75,1140,9628,"1",0,0,4,7,1140,0,1969,0,"98023",47.2933,-122.372,1510,9633 +"7972000010","20141021T000000",195000,3,1.75,1140,9628,"1",0,0,4,7,1140,0,1969,0,"98023",47.2933,-122.372,1510,9633 +"5113400364","20150126T000000",650000,4,1.5,2480,6383,"1",0,0,3,7,1380,1100,1946,0,"98119",47.6445,-122.374,1440,6000 +"5076900010","20140513T000000",530000,3,1.75,1690,8190,"1",0,0,4,8,1690,0,1958,0,"98005",47.5857,-122.172,1840,8705 +"3526039193","20150407T000000",825000,4,3,2910,8027,"1",0,0,5,8,1800,1110,1970,0,"98117",47.6939,-122.391,2390,7660 +"7905380280","20140822T000000",436000,4,2,1600,15044,"1",0,0,3,7,1600,0,1972,0,"98034",47.72,-122.216,1660,8102 +"7936500221","20150114T000000",658000,2,1,1010,14244,"1",1,4,1,5,1010,0,1926,0,"98136",47.5476,-122.399,1820,15792 +"5100404761","20140813T000000",547500,3,2,1850,9570,"1",0,0,4,7,950,900,1940,0,"98115",47.697,-122.322,1430,6380 +"0510000050","20141203T000000",762000,3,1.75,2150,2527,"2",0,0,4,8,1400,750,1906,0,"98103",47.6629,-122.329,1610,3663 +"7148700050","20150126T000000",340000,3,1.75,2650,7378,"1",0,0,3,7,1460,1190,1952,0,"98155",47.7525,-122.315,1600,7616 +"3271800185","20141121T000000",880000,4,1.75,2510,5800,"1",0,2,4,9,1830,680,1953,0,"98199",47.648,-122.41,2190,5800 +"2652501470","20140521T000000",1.22e+006,4,2.5,3240,3600,"2",0,0,3,9,2060,1180,2008,0,"98109",47.6405,-122.356,1820,3600 +"1568100920","20150408T000000",1.95e+006,4,2.5,3440,14554,"2",1,4,3,8,2170,1270,2012,0,"98155",47.7364,-122.286,3170,11810 +"7738500185","20140923T000000",382500,3,2,1150,6249,"1",0,0,3,7,1150,0,1952,2006,"98155",47.7489,-122.284,2470,7751 +"9133600130","20150105T000000",344500,3,1.75,1890,9535,"1",0,0,3,7,1210,680,1976,0,"98055",47.4872,-122.223,2040,11108 +"3298720010","20150412T000000",375000,4,2.75,1430,7403,"1",0,0,3,7,1030,400,1982,0,"98106",47.5346,-122.344,1480,7663 +"2856101479","20140701T000000",276000,1,0.75,370,1801,"1",0,0,5,5,370,0,1923,0,"98117",47.6778,-122.389,1340,5000 +"5710610250","20140701T000000",500000,5,3.25,3130,12087,"2",0,0,3,8,2180,950,1975,0,"98027",47.5336,-122.052,2410,10350 +"0163000010","20140702T000000",330000,4,2.5,2105,6093,"2",0,0,3,8,2105,0,2003,0,"98042",47.3531,-122.147,1930,8022 +"1062100095","20140822T000000",328000,3,1,890,5965,"1",0,0,3,7,890,0,1950,0,"98155",47.7518,-122.279,1930,7500 +"1437900020","20150225T000000",450000,3,1.5,1340,7200,"1",0,0,3,7,1340,0,1972,0,"98034",47.718,-122.193,1730,8820 +"8073000585","20140715T000000",840500,4,2.25,2290,12174,"1",1,4,3,7,1490,800,1948,0,"98178",47.5114,-122.245,2290,9379 +"3342700491","20140814T000000",679000,3,2.5,2770,9350,"2",0,3,3,8,2770,0,1957,2000,"98056",47.5253,-122.201,2660,9695 +"3395800305","20140605T000000",270000,3,1.5,1890,9450,"1",0,0,3,7,1090,800,1957,0,"98146",47.4829,-122.341,1470,8100 +"2923500010","20150114T000000",757500,5,2.25,3160,8065,"2",0,0,3,8,3160,0,1977,0,"98027",47.5678,-122.089,2540,7917 +"3629970680","20141112T000000",524950,2,2.5,1830,2856,"2",0,0,3,7,1830,0,2005,0,"98029",47.5524,-121.996,1850,2667 +"2408800130","20140723T000000",424900,4,2.75,2950,49658,"1",0,0,4,8,2950,0,1960,1998,"98010",47.3596,-121.922,1720,54672 +"2204500480","20150107T000000",551100,3,1,1430,8640,"1",0,0,5,7,1430,0,1954,0,"98006",47.572,-122.147,1430,9840 +"7708000010","20141107T000000",421000,3,2,1420,12655,"1",0,0,5,7,1420,0,1968,0,"98056",47.5309,-122.186,2020,9655 +"2639400020","20140801T000000",635000,4,1.75,2460,7560,"2",0,0,4,8,2460,0,1952,0,"98177",47.7256,-122.367,2760,8918 +"7883604095","20141209T000000",255000,3,1,1340,6120,"1.5",0,0,4,7,1340,0,1920,0,"98108",47.5272,-122.322,1260,6000 +"3055800020","20150310T000000",419950,4,1,1530,7920,"1",0,0,3,7,1030,500,1955,0,"98166",47.4544,-122.36,1690,7920 +"7195800009","20141210T000000",325000,6,3,2650,12870,"1",0,0,4,7,2650,0,1977,0,"98022",47.2069,-121.989,1450,8668 +"8946750170","20150421T000000",281000,4,2.25,1677,3600,"2",0,0,3,7,1677,0,2012,0,"98092",47.32,-122.178,1677,3600 +"5603700095","20140610T000000",655275,3,1.75,2050,11856,"1",0,0,3,7,1460,590,1962,0,"98006",47.5735,-122.162,2670,11856 +"8819900170","20140825T000000",861000,3,2,2520,3959,"1",0,0,5,8,1270,1250,1931,0,"98105",47.6693,-122.289,1660,3959 +"3999300290","20141016T000000",850000,3,3.5,2620,11148,"2",0,4,4,9,2060,560,1977,0,"98008",47.5845,-122.115,2590,10796 +"2791500280","20141119T000000",246000,3,2.5,1650,6675,"1",0,0,3,8,1290,360,1990,0,"98023",47.2899,-122.372,1880,6675 +"8820903560","20141216T000000",380000,2,1,700,4836,"1",0,0,4,6,700,0,1926,0,"98125",47.7139,-122.288,1190,7050 +"4401200460","20141020T000000",813000,4,2.5,3430,7508,"2",0,0,3,10,3430,0,1998,0,"98052",47.6866,-122.11,3110,8741 +"3394100020","20141120T000000",990000,4,2.5,3140,11049,"2",0,0,3,10,3140,0,1988,0,"98004",47.5817,-122.192,2750,11049 +"2880100795","20141105T000000",650000,3,2.5,2350,3750,"2",0,0,3,7,1740,610,2003,0,"98117",47.6767,-122.365,1590,4700 +"0104560280","20140522T000000",273000,4,3,1990,6180,"2",0,0,3,7,1990,0,1990,0,"98023",47.3083,-122.36,1910,6180 +"2133010290","20140724T000000",398000,4,2.5,2050,14724,"2",0,0,3,7,2050,0,1989,0,"98019",47.73,-121.969,1920,12841 +"1723049008","20140822T000000",200000,2,1,930,8665,"1",0,0,4,6,930,0,1938,0,"98168",47.4822,-122.318,1630,12375 +"8146100095","20140515T000000",839000,3,1,1230,12305,"1",0,0,3,7,1230,0,1955,1990,"98004",47.6095,-122.195,2100,7960 +"7715800430","20141104T000000",502000,3,2.5,1870,9135,"1",0,0,3,7,1250,620,1984,0,"98074",47.6269,-122.06,1550,9100 +"9510900630","20140617T000000",305000,3,2.25,2110,7665,"1",0,0,4,7,1360,750,1973,0,"98023",47.3082,-122.372,1660,8436 +"9414610020","20140618T000000",574950,5,3.25,3160,10000,"2",0,0,4,8,3160,0,1980,0,"98027",47.52,-122.047,2130,10000 +"1160000255","20140818T000000",311000,3,1,1120,8631,"1",0,0,3,7,1120,0,1942,0,"98125",47.7077,-122.314,1350,7714 +"0777100005","20141122T000000",1.65e+006,3,2.25,2750,6203,"1",1,4,5,7,1620,1130,1959,0,"98074",47.6163,-122.068,2570,7009 +"3205100130","20140506T000000",387000,3,1,1230,9568,"1",0,0,5,7,1230,0,1962,0,"98056",47.539,-122.179,1270,9575 +"2929600020","20140805T000000",375000,3,1.5,1190,20672,"1.5",0,3,3,7,1190,0,1948,0,"98166",47.4459,-122.359,2150,16239 +"2420069242","20140925T000000",175000,2,1,740,3434,"1",0,0,5,6,740,0,1920,0,"98022",47.2088,-121.992,1160,6000 +"5009600010","20140612T000000",248000,4,2.5,1770,5855,"2",0,0,3,7,1770,0,2003,0,"98038",47.3483,-122.053,1790,5679 +"2414600255","20150403T000000",336750,4,2.25,1720,7803,"1",0,0,3,8,1350,370,1955,0,"98146",47.5119,-122.337,1720,7803 +"9359300250","20140604T000000",685000,4,2.5,2770,45514,"2",0,0,4,9,2770,0,1989,0,"98077",47.7751,-122.088,2940,49495 +"3629980920","20140715T000000",645000,4,2.75,2330,3917,"2",0,0,3,9,2330,0,2004,0,"98029",47.5527,-121.99,2620,4400 +"6679001060","20141218T000000",279000,3,2.5,1660,7388,"2",0,0,3,7,1660,0,2003,0,"98038",47.3865,-122.027,2240,6228 +"1702900664","20150416T000000",479000,2,2.5,1730,1037,"3.5",0,0,3,8,1730,0,2008,0,"98118",47.5594,-122.285,1280,1026 +"0928000020","20150128T000000",466000,3,2.25,1880,7279,"1",0,0,3,7,1280,600,1962,0,"98155",47.7574,-122.322,2020,8274 +"0705710290","20150420T000000",361500,4,2.75,2190,6740,"2",0,0,3,7,2190,0,1995,0,"98038",47.3804,-122.027,1950,7150 +"8155830020","20141202T000000",404000,3,1.75,1720,7202,"1",0,0,3,7,1720,0,1995,0,"98056",47.5044,-122.19,1720,7625 +"9378700190","20150316T000000",319000,4,3.25,2360,8344,"2",0,0,3,8,2360,0,1990,0,"98058",47.4403,-122.126,1860,8410 +"5104200420","20150316T000000",320000,3,1.5,1490,10132,"1",0,0,4,6,1490,0,1969,0,"98059",47.4779,-122.145,1720,9915 +"9550202140","20141117T000000",1.311e+006,4,3.75,3490,5625,"2",0,0,3,9,2610,880,2014,0,"98103",47.6685,-122.332,1940,5000 +"7855300460","20140923T000000",1e+006,3,2.75,2370,8900,"1",0,4,4,9,1670,700,1971,0,"98006",47.5648,-122.156,2840,8956 +"9346960050","20141107T000000",660000,4,2.5,2290,9120,"2",0,0,4,8,2290,0,1977,0,"98006",47.5613,-122.128,2290,9120 +"2254501440","20150421T000000",546000,4,3,1790,3600,"1.5",0,0,3,8,1790,0,1901,0,"98122",47.6117,-122.313,1770,3119 +"3732800525","20140709T000000",300000,4,1.75,1820,5015,"1",0,0,4,6,1190,630,1926,0,"98108",47.5569,-122.31,1530,9130 +"2525059134","20141016T000000",500000,2,1.5,1760,12000,"1",0,0,4,7,1760,0,1964,0,"98052",47.6288,-122.109,2200,12088 +"8562891100","20140910T000000",381500,4,2.5,2430,5556,"2",0,0,4,8,2430,0,2003,0,"98042",47.3762,-122.126,2430,5556 +"4094800380","20150427T000000",990000,3,2.25,2630,12899,"2",0,0,4,9,2630,0,1966,0,"98040",47.5479,-122.233,3140,15320 +"5104530680","20150116T000000",278226,4,2.5,2390,4639,"2",0,0,3,8,2390,0,2006,0,"98038",47.3527,-121.999,2390,4521 +"2917200675","20150127T000000",340000,2,1.75,1500,4158,"1",0,0,4,7,1220,280,1947,0,"98103",47.7006,-122.35,1270,4081 +"8732030440","20140813T000000",305000,4,2.5,2510,12000,"1",0,0,3,8,1520,990,1977,0,"98023",47.3086,-122.384,2210,8320 +"7779200275","20140613T000000",760000,4,2.5,2420,10285,"1",0,4,3,8,1700,720,1958,0,"98146",47.4871,-122.36,2540,9900 +"6121800050","20141029T000000",195000,4,1.5,2170,9948,"2",0,0,3,7,2170,0,1952,0,"98148",47.4263,-122.331,1500,9750 +"5652601155","20150415T000000",564000,4,1.75,1960,6138,"1",0,0,4,7,1260,700,1960,0,"98115",47.6968,-122.299,2000,7057 +"3261020080","20141224T000000",539500,4,2.25,2280,8550,"1",0,0,3,8,1660,620,1977,0,"98034",47.701,-122.231,2590,9500 +"4060000020","20140918T000000",299980,4,1.5,1580,10230,"1",0,0,3,6,790,790,1945,2008,"98178",47.5002,-122.246,1130,6955 +"5468730280","20141013T000000",290000,4,2.5,1850,5674,"2",0,0,3,7,1850,0,1993,0,"98042",47.3536,-122.142,1750,6875 +"7304301045","20150203T000000",257000,2,1,770,11084,"1",0,0,4,6,770,0,1947,0,"98155",47.7482,-122.321,1010,11084 +"4077800507","20140821T000000",518500,4,3,2120,5520,"1.5",0,0,3,8,1420,700,1985,0,"98125",47.7085,-122.286,2020,8700 +"1041500020","20140908T000000",657000,4,2.75,3060,35380,"1",0,0,3,9,1810,1250,1982,0,"98074",47.6198,-122.038,1980,10425 +"1423089134","20140815T000000",590000,3,2.25,2680,41250,"2",0,0,3,7,2680,0,1984,0,"98045",47.4817,-121.749,1940,47044 +"3992700048","20140718T000000",526000,4,1.75,2220,6350,"1",0,0,3,7,1110,1110,1959,0,"98125",47.7136,-122.29,1950,8100 +"2172000285","20150323T000000",254500,2,1,1150,11250,"1",0,0,3,6,1150,0,1920,0,"98178",47.486,-122.264,1100,11400 +"8813400345","20150414T000000",575000,2,1,980,3663,"1",0,0,5,7,980,0,1909,0,"98105",47.6645,-122.288,1620,3706 +"5487300020","20150121T000000",464550,3,1.5,1690,10500,"1",0,0,4,7,1690,0,1967,0,"98033",47.7018,-122.165,1570,10500 +"7201800280","20140715T000000",409950,3,1.75,1320,6030,"1",0,0,4,7,1320,0,1969,0,"98052",47.6993,-122.13,1840,6565 +"8856000545","20140507T000000",100000,2,1,910,22000,"1",0,0,3,6,910,0,1956,0,"98001",47.2777,-122.252,1326,9891 +"0567000380","20150302T000000",365000,2,1.5,820,1270,"2",0,0,3,7,820,0,2009,0,"98144",47.5925,-122.295,1130,1201 +"1450100020","20150209T000000",208000,3,1,1300,7420,"1",0,0,4,6,1300,0,1960,0,"98002",47.2899,-122.219,1250,7420 +"7950302995","20141110T000000",497950,4,2.5,1950,3000,"2",0,0,3,7,1550,400,1998,0,"98118",47.565,-122.281,1540,4300 +"1446110020","20140910T000000",405000,5,3.5,3672,9742,"2",0,0,3,9,3006,666,2006,0,"98092",47.3255,-122.192,2140,9118 +"8914100080","20150311T000000",568000,3,2.5,2740,22499,"2",0,0,3,9,2740,0,1994,0,"98058",47.4597,-122.153,2710,22499 +"3333000655","20150511T000000",334000,2,1,890,6000,"1",0,0,3,6,890,0,1941,0,"98118",47.5437,-122.281,1090,5900 +"8019201061","20150115T000000",235000,3,2,1090,8400,"1",0,0,4,6,1090,0,1961,0,"98168",47.4942,-122.322,1100,10850 +"8570900328","20140603T000000",295000,2,1,1170,10621,"1",0,0,3,7,1170,0,1963,0,"98045",47.497,-121.78,1340,9832 +"5631500947","20150122T000000",610000,4,3,2600,29539,"1",0,0,3,8,2600,0,1994,0,"98028",47.746,-122.231,1810,11600 +"0254000020","20140605T000000",453500,4,1.75,2000,6032,"1",0,2,3,7,1300,700,1959,0,"98146",47.5132,-122.389,1930,6032 +"1929300305","20140623T000000",1.22e+006,4,3.75,3520,3944,"1.5",0,0,5,8,2200,1320,1913,0,"98109",47.6424,-122.348,2310,4725 +"4202400078","20150128T000000",175000,2,1,1410,7000,"1",0,0,3,7,1410,0,1968,0,"98055",47.4908,-122.223,1540,6000 +"4202400078","20150428T000000",335000,2,1,1410,7000,"1",0,0,3,7,1410,0,1968,0,"98055",47.4908,-122.223,1540,6000 +"2968800010","20140904T000000",275000,3,1.5,1950,7620,"1",0,0,4,7,1010,940,1956,0,"98166",47.4594,-122.346,1850,7620 +"2880100675","20140514T000000",400000,2,1,980,2130,"1",0,0,4,6,860,120,1918,0,"98117",47.6769,-122.366,980,2800 +"1024000050","20140718T000000",915000,3,2.75,3390,7000,"1",0,3,4,8,1740,1650,1979,0,"98116",47.5701,-122.408,1770,6500 +"6072400280","20140619T000000",619850,4,2.5,2270,9247,"1",0,0,5,8,1500,770,1972,0,"98006",47.5602,-122.176,2270,9163 +"2329600280","20150202T000000",225900,3,1,1510,8800,"1",0,0,4,7,1010,500,1963,0,"98003",47.329,-122.33,1290,8470 +"6822100050","20140918T000000",525000,2,1.5,960,7200,"1",0,0,3,7,960,0,1910,1987,"98199",47.649,-122.403,1550,6000 +"1420400130","20141226T000000",215000,4,2.25,1900,9600,"1",0,0,4,7,1900,0,1967,0,"98031",47.4208,-122.2,2040,9600 +"7732400280","20140514T000000",802000,3,2.5,2580,13096,"2",0,0,3,9,2580,0,1986,0,"98052",47.6616,-122.144,2580,7988 +"4397000500","20140630T000000",330000,4,2.5,2340,11784,"2",0,0,3,9,2340,0,1997,0,"98042",47.384,-122.149,2250,10760 +"9560700010","20140801T000000",549800,3,2.25,1580,11680,"1",0,0,4,7,1580,0,1958,0,"98005",47.5872,-122.17,2270,10948 +"6131600285","20141024T000000",195500,4,1,1230,8636,"1.5",0,0,4,6,1230,0,1954,0,"98002",47.3231,-122.219,1168,8316 +"8956500020","20140818T000000",338000,3,2.5,1590,7819,"2",0,0,3,7,1590,0,1992,0,"98055",47.4367,-122.199,1790,7733 +"0624069108","20140812T000000",3.2e+006,4,3.25,7000,28206,"1",1,4,4,12,3500,3500,1991,0,"98075",47.5928,-122.086,4913,14663 +"1727500280","20140820T000000",480000,4,2.25,1770,7000,"1",0,0,5,7,1770,0,1972,0,"98034",47.7193,-122.218,1780,6500 +"4029400080","20150406T000000",383000,4,2.5,1850,8310,"1",0,0,3,7,1200,650,1962,0,"98155",47.7717,-122.29,1840,10080 +"2873000920","20150331T000000",257000,3,1.75,1430,7210,"1",0,0,3,7,1430,0,1975,0,"98031",47.4189,-122.168,1220,7777 +"1402900460","20150223T000000",335000,4,2.75,2190,9209,"2",0,0,4,8,2190,0,1996,0,"98092",47.3341,-122.188,2430,6687 +"8125200480","20150508T000000",422000,4,2.5,2310,6650,"2",0,2,3,8,2310,0,2012,0,"98166",47.4513,-122.267,1800,9819 +"1087900050","20140603T000000",560000,3,1.75,2000,10182,"1",0,0,5,7,1400,600,1963,0,"98033",47.6616,-122.175,2050,10182 +"7937900280","20150424T000000",680000,4,2.75,3620,35429,"2",0,0,3,10,3620,0,2006,0,"98058",47.4238,-122.098,3310,54193 +"1096100010","20141028T000000",320000,2,1,1210,7040,"1",0,0,3,7,1210,0,1952,0,"98155",47.745,-122.297,1210,7205 +"2050100250","20140903T000000",665000,3,2.5,2330,15536,"1",0,2,3,10,2330,0,1996,0,"98074",47.655,-122.087,3320,17461 +"8691370500","20150326T000000",751000,3,2.5,2840,6854,"2",0,0,3,9,2840,0,2002,0,"98075",47.6006,-121.978,2840,7398 +"7147600225","20141113T000000",320000,6,2.75,2410,10763,"1",0,0,5,7,1310,1100,1957,0,"98188",47.4429,-122.282,1310,10746 +"4021100095","20150121T000000",290000,4,1.75,1820,22043,"2.5",0,0,4,7,1820,0,1918,0,"98155",47.7606,-122.28,1880,19961 +"7524000280","20141030T000000",250000,4,2,1470,7412,"1",0,0,3,7,1470,0,1967,0,"98198",47.3702,-122.318,1390,7825 +"3205200430","20150415T000000",423000,3,1.75,1100,10005,"1",0,0,5,7,1100,0,1964,0,"98056",47.5374,-122.173,1340,9709 +"7922720250","20150506T000000",601002,4,2.5,2050,8094,"1",0,0,3,8,1050,1000,1976,0,"98052",47.6614,-122.138,1990,9020 +"3644100095","20150205T000000",352900,2,1.5,1240,1892,"2",0,0,3,7,1240,0,2002,0,"98144",47.5915,-122.295,1220,1740 +"3425079088","20140819T000000",509950,3,2.5,2210,70567,"2",0,3,3,9,2210,0,1995,0,"98014",47.6087,-121.895,2000,73616 +"8730000250","20150205T000000",360000,2,1.75,1340,1050,"3",0,0,3,8,1340,0,2009,0,"98133",47.7053,-122.343,1340,1090 +"2581900235","20141110T000000",1.075e+006,4,2.75,2580,8100,"2",0,1,4,8,1780,800,1964,0,"98040",47.5387,-122.215,2840,10006 +"3793500920","20140731T000000",349950,3,2.5,2390,6441,"2",0,0,3,7,2390,0,2002,0,"98038",47.3659,-122.029,2180,7346 +"2472920780","20141126T000000",395000,4,2.5,2250,6840,"2",0,0,3,9,2250,0,1987,0,"98058",47.4398,-122.151,2480,7386 +"8860200010","20150107T000000",273500,3,1.5,2000,15265,"1",0,0,3,8,1540,460,1967,0,"98032",47.387,-122.281,1920,15265 +"6823100225","20150414T000000",700000,4,1.75,1870,6000,"1",0,0,5,8,1670,200,1949,0,"98199",47.6435,-122.399,1710,6000 +"6669070080","20150417T000000",699000,3,2.5,2370,10968,"2",0,0,4,9,2370,0,1985,0,"98033",47.6679,-122.172,2380,8144 +"7214810050","20150416T000000",537000,4,2.25,2640,8800,"1",0,0,3,8,1620,1020,1980,0,"98072",47.7552,-122.148,2500,11700 +"3791500050","20150429T000000",405000,3,1.5,1240,9975,"1",0,0,3,6,1240,0,1977,0,"98024",47.5667,-121.905,1390,10735 +"4340610080","20140804T000000",269500,2,1,800,1200,"2",0,0,3,7,800,0,1999,0,"98103",47.6969,-122.347,806,1200 +"7686203620","20140925T000000",260000,4,2.5,2050,12500,"1",0,0,3,7,1300,750,1965,0,"98198",47.42,-122.319,1790,7900 +"2013800095","20140904T000000",266750,3,2.25,1650,10000,"2",0,0,3,7,1650,0,1988,0,"98198",47.3862,-122.315,1420,10000 +"4030100005","20141209T000000",1.8e+006,5,3.75,4320,39094,"2",1,4,3,8,4320,0,1938,0,"98155",47.7519,-122.276,1920,7750 +"8931100095","20140821T000000",779000,2,2.25,2130,5920,"1",0,0,3,8,1830,300,1950,0,"98115",47.6792,-122.275,2130,7192 +"1954630080","20140619T000000",500000,3,2.5,2840,48716,"1",0,3,3,9,1870,970,1994,0,"98014",47.6832,-121.915,2710,43676 +"3361402066","20150403T000000",365000,4,1.75,3080,32997,"1.5",0,0,4,7,3080,0,1950,1982,"98168",47.498,-122.321,1980,5711 +"0579000595","20140906T000000",724000,2,1,1560,5000,"1.5",0,1,4,7,1560,0,1942,0,"98117",47.7006,-122.386,2620,5400 +"7701960250","20140811T000000",890000,4,2.75,3220,15467,"2",0,0,3,11,3220,0,1994,0,"98077",47.7128,-122.083,3670,16641 +"1250200595","20140724T000000",431000,4,2.5,1450,3600,"1.5",0,0,3,7,1250,200,1902,0,"98144",47.5985,-122.298,1680,3600 +"2632000080","20140710T000000",242000,2,1,960,21850,"1",0,0,3,6,960,0,1947,0,"98032",47.4122,-122.267,1020,21850 +"9323000010","20150416T000000",415000,4,2.5,2670,8279,"2",0,0,3,7,2670,0,1999,0,"98148",47.4292,-122.328,2290,7504 +"3052700225","20140814T000000",727160,7,3.75,2310,5000,"2",0,0,3,8,2310,0,1984,0,"98117",47.6781,-122.376,1360,1552 +"3459900305","20141211T000000",1.11e+006,4,3.25,3520,19354,"1",0,2,4,9,2010,1510,1978,0,"98006",47.5572,-122.147,2630,19354 +"3530410020","20150114T000000",265000,2,1.75,1090,3272,"1",0,0,5,8,1090,0,1970,0,"98198",47.3794,-122.32,1160,5475 +"0461005435","20150202T000000",519000,3,1.75,2000,5680,"1",0,0,4,7,1080,920,1903,0,"98117",47.6805,-122.366,1230,4535 +"8851500050","20150112T000000",262000,4,1.5,1840,9009,"2",0,0,3,7,1840,0,1965,0,"98198",47.406,-122.318,1390,8025 +"4094800190","20140623T000000",1.19e+006,4,2.5,3160,13194,"2",0,0,5,10,3160,0,1965,0,"98040",47.5472,-122.233,3490,13194 +"2025701190","20150507T000000",295000,3,1.75,1520,6559,"1",0,0,4,7,1170,350,1992,0,"98038",47.35,-122.037,1520,6095 +"0226059120","20150123T000000",615000,3,1.75,2110,56192,"1",0,0,3,7,1480,630,1978,0,"98072",47.7701,-122.138,2570,46609 +"1818800235","20140905T000000",1.1e+006,4,2.75,3410,7750,"1",0,4,5,8,1710,1700,1958,0,"98116",47.5718,-122.406,3080,8525 +"3905080250","20140926T000000",575000,4,2.5,2630,6247,"2",0,0,3,8,2630,0,1992,0,"98029",47.5662,-122,2130,4668 +"3126049415","20150407T000000",388000,3,1.75,1350,2325,"3",0,0,3,7,1350,0,1999,0,"98103",47.6965,-122.35,1520,1652 +"1245000500","20141103T000000",750500,4,2.5,2860,9159,"1",0,0,4,8,1530,1330,1989,0,"98033",47.6923,-122.2,2070,8680 +"2924069132","20140527T000000",527500,3,1.75,2310,78844,"1",0,0,3,8,1760,550,1977,0,"98027",47.5406,-122.066,2830,6230 +"0922069169","20140529T000000",503000,3,2,2590,108900,"2",0,0,3,8,1980,610,1988,0,"98038",47.4088,-122.055,3170,108900 +"5015000346","20141104T000000",1.047e+006,4,3.5,3500,4000,"2",0,0,3,10,2560,940,2000,0,"98112",47.628,-122.299,1910,4000 +"8122101440","20140708T000000",325000,2,1,800,7260,"1",0,0,3,7,800,0,1953,0,"98126",47.5359,-122.367,1010,7440 +"6413600285","20140825T000000",402000,3,1.75,1580,6127,"1.5",0,0,5,7,1580,0,1947,0,"98125",47.7192,-122.32,1500,6128 +"6145601995","20140924T000000",370000,3,1.5,1560,6774,"1",0,0,4,6,1060,500,1927,0,"98133",47.7024,-122.35,1320,3844 +"1214000080","20140626T000000",329950,3,1,1750,7800,"1",0,0,4,7,1150,600,1956,0,"98166",47.4596,-122.343,1750,7560 +"3361400980","20150512T000000",135000,2,1,600,6120,"1",0,0,3,5,600,0,1943,1989,"98168",47.5,-122.317,1090,6120 +"2826049260","20140620T000000",482500,4,3,1630,7626,"1",0,0,5,7,1110,520,1990,0,"98125",47.7168,-122.308,1630,8082 +"1001200050","20140923T000000",259000,4,1.5,1260,7248,"1.5",0,0,5,7,1260,0,1955,0,"98188",47.433,-122.292,1300,7732 +"8732130680","20141027T000000",210000,3,2.25,2140,9775,"1",0,0,4,7,1470,670,1978,0,"98023",47.306,-122.379,2050,8625 +"1310430130","20141009T000000",459000,4,2.75,2790,6600,"2",0,0,3,9,2790,0,2000,0,"98058",47.4362,-122.109,2900,6752 +"2380000190","20140701T000000",375000,3,1.75,2530,35150,"1",0,0,4,7,1800,730,1977,0,"98042",47.3913,-122.121,2460,36386 +"0123039626","20141022T000000",295000,3,2.25,1330,7200,"1",0,0,3,7,900,430,1974,0,"98146",47.5102,-122.364,1380,9570 +"1257200290","20140512T000000",910000,3,2,2700,6120,"1",0,0,4,8,1350,1350,1962,0,"98115",47.6731,-122.327,1700,4590 +"0318900080","20141010T000000",470000,4,1,1740,37238,"1.5",0,0,4,7,1740,0,1932,0,"98024",47.5651,-121.902,1810,18352 +"8118600080","20150220T000000",565000,4,2,2070,7980,"1.5",0,0,4,7,2070,0,1940,0,"98146",47.5092,-122.386,1600,7980 +"2023049372","20141107T000000",339950,4,2.25,2670,9040,"1",0,0,3,8,2170,500,1955,0,"98148",47.4666,-122.326,1880,2648 +"0126059005","20150115T000000",547000,5,3,2200,103237,"1",0,0,3,7,1160,1040,1971,0,"98072",47.7726,-122.111,2300,103237 +"6303401150","20140924T000000",125000,2,1,810,8382,"1",0,0,4,5,810,0,1942,0,"98146",47.5033,-122.358,1040,8382 +"1732801150","20140701T000000",2.3e+006,4,4.75,3970,9778,"2",0,2,4,11,3390,580,1928,0,"98119",47.6312,-122.366,3970,8460 +"7893800250","20150430T000000",348000,3,2.5,2370,7500,"1",0,3,3,8,1620,750,1979,0,"98198",47.4091,-122.331,1960,8062 +"1922059298","20150414T000000",175000,3,1,1460,11880,"1",0,0,2,7,1460,0,1961,0,"98030",47.3762,-122.219,1310,9315 +"2391600950","20140502T000000",439950,3,2.5,1770,2875,"2",0,0,3,8,1770,0,1990,0,"98116",47.5631,-122.397,1770,3833 +"3623029034","20150311T000000",230000,3,1,1120,32250,"1",0,0,4,6,1120,0,1934,0,"98070",47.447,-122.482,1010,335289 +"0013001991","20140902T000000",207000,3,2.5,1520,2550,"2",0,0,3,7,1520,0,2005,0,"98108",47.5245,-122.33,1460,2550 +"1156000250","20140602T000000",320000,5,2.5,3020,21441,"1",0,0,4,8,1510,1510,1978,0,"98042",47.3392,-122.131,1610,16445 +"1326059182","20150406T000000",1.089e+006,5,3.25,5600,107157,"2",0,0,3,10,3440,2160,1988,0,"98072",47.7341,-122.102,3470,75794 +"3755500080","20140606T000000",510000,4,1.5,1320,14250,"1",0,0,4,7,1320,0,1954,0,"98033",47.7016,-122.199,1720,14250 +"5042300095","20141031T000000",730000,4,1,1870,4992,"1.5",0,0,4,7,1670,200,1940,0,"98199",47.6437,-122.396,2160,5239 +"7772800020","20140813T000000",750000,3,3.75,2460,7630,"1",0,0,5,8,1940,520,1976,0,"98177",47.7147,-122.373,2000,7326 +"3629000080","20150410T000000",237000,3,1.5,960,7400,"1",0,0,3,7,960,0,1962,0,"98198",47.3798,-122.306,1640,8060 +"5126210280","20140926T000000",560000,3,2.5,3440,103672,"2",0,0,3,9,3440,0,1990,0,"98038",47.3895,-121.986,2710,112820 +"3062600050","20140714T000000",745000,3,2.75,3010,12432,"1",0,0,4,8,1890,1120,1970,0,"98052",47.6392,-122.108,2500,12432 +"5493110080","20140815T000000",1.825e+006,3,3.75,6030,39317,"2",0,0,3,11,4440,1590,1991,0,"98004",47.6055,-122.21,4040,12333 +"2560801222","20140618T000000",180000,3,2.25,1990,6350,"2",0,0,3,7,1990,0,1967,0,"98198",47.3822,-122.316,1220,6250 +"2560801222","20141113T000000",309950,3,2.25,1990,6350,"2",0,0,3,7,1990,0,1967,0,"98198",47.3822,-122.316,1220,6250 +"2660500095","20150506T000000",715000,4,1,1710,6050,"1.5",0,0,3,7,1410,300,1913,0,"98118",47.5569,-122.288,1560,4950 +"4083800345","20150427T000000",620000,4,2.25,1890,4300,"1.5",0,0,3,7,1350,540,1918,0,"98103",47.6649,-122.337,1830,3800 +"0587800130","20141231T000000",330000,3,2.5,1990,9995,"2",0,0,3,7,1990,0,1996,0,"98198",47.383,-122.305,1680,7511 +"8901000585","20150401T000000",525000,4,1.75,1600,7400,"1",0,0,3,7,1210,390,1973,0,"98125",47.7111,-122.309,1640,7500 +"8650000250","20140607T000000",611000,6,2.5,3820,53173,"1",0,0,4,9,2040,1780,1974,0,"98027",47.5209,-122.052,2510,15314 +"4137050130","20140612T000000",294000,4,2.5,2210,8465,"1",0,0,3,8,1490,720,1990,0,"98092",47.2647,-122.221,2210,7917 +"3288300920","20150421T000000",463000,3,1.75,2020,11095,"1",0,0,4,7,1480,540,1975,0,"98034",47.7351,-122.183,2030,10710 +"3374500290","20140714T000000",320900,3,2,1770,7251,"1",0,0,4,8,1770,0,1990,0,"98031",47.4087,-122.17,2560,7210 +"1137400420","20141028T000000",369950,4,2.5,2050,4502,"2",0,0,3,7,2050,0,2005,0,"98059",47.5002,-122.15,2480,4504 +"3222059130","20140616T000000",565000,4,2.75,3130,139392,"2",0,0,4,9,3130,0,1981,0,"98030",47.3535,-122.19,2720,104544 +"3959400345","20150311T000000",589500,4,1.5,3520,4933,"1.5",0,0,4,8,2270,1250,1929,0,"98108",47.5655,-122.315,1710,5400 +"3971701990","20140812T000000",400000,4,1.75,1810,9750,"2",0,0,4,7,1810,0,1977,0,"98155",47.7681,-122.311,1570,10000 +"0686530170","20141022T000000",458000,3,2.25,2150,9900,"1",0,0,3,8,1450,700,1977,0,"98052",47.6647,-122.149,2170,9500 +"0808300470","20141202T000000",436000,4,2.5,2495,5751,"2",0,0,3,7,2495,0,2002,0,"98019",47.7243,-121.957,2490,6300 +"7129303180","20141002T000000",310000,3,2,1290,6150,"1",0,1,5,6,1290,0,1950,0,"98118",47.5181,-122.257,1960,6150 +"8944460290","20141023T000000",398000,5,2.5,3004,5700,"2",0,0,3,9,3004,0,2006,0,"98030",47.3801,-122.185,2665,5700 +"2128000050","20140815T000000",625000,4,2.25,2070,7200,"1",0,0,5,8,1390,680,1977,0,"98033",47.697,-122.169,2110,8400 +"4139910170","20141216T000000",1.005e+006,5,3.25,4050,35600,"2",0,0,3,12,4050,0,1990,0,"98006",47.5465,-122.122,4770,33880 +"8122100235","20150413T000000",435000,2,1,960,6250,"1",0,0,4,6,740,220,1940,0,"98126",47.5378,-122.375,1090,6000 +"1117000050","20150313T000000",250000,3,2.25,1900,9990,"1",0,0,3,7,1300,600,1961,0,"98003",47.3478,-122.298,1900,9990 +"5361700020","20150317T000000",430000,3,1.5,1450,7316,"1",0,0,3,7,1450,0,1961,0,"98133",47.7725,-122.349,1440,7316 +"1315300095","20140812T000000",790000,4,3.5,2720,3000,"2",0,0,3,9,2250,470,2014,0,"98136",47.5371,-122.388,1600,4600 +"5093300280","20140709T000000",1.681e+006,5,5.25,4830,18707,"2",0,1,5,9,3930,900,1952,1998,"98040",47.5858,-122.247,2880,10520 +"3438503214","20150407T000000",250000,4,2.75,1920,7102,"1",0,0,3,7,1130,790,1992,0,"98106",47.539,-122.356,1830,6440 +"2346800461","20140613T000000",1.12e+006,5,1.5,2540,6660,"2",0,3,4,8,2340,200,1954,0,"98136",47.5144,-122.393,2460,9000 +"1826049408","20150427T000000",383900,3,1.5,1600,8040,"1",0,0,4,7,1050,550,1965,0,"98133",47.7471,-122.337,1810,7819 +"5468780020","20150326T000000",330000,4,2.5,2210,5929,"2",0,0,3,8,2210,0,2004,0,"98042",47.35,-122.139,2200,5901 +"1126059091","20140915T000000",624000,3,2.5,2510,47044,"1",0,0,4,7,1910,600,1975,0,"98072",47.7531,-122.14,2510,42803 +"3010300415","20150211T000000",383000,5,2,2280,5750,"1",0,0,4,8,1140,1140,1951,0,"98116",47.5672,-122.39,1780,5750 +"0619079016","20140602T000000",687000,4,3.25,4400,186846,"2",0,0,4,9,4400,0,1993,0,"98022",47.1593,-121.957,2280,186846 +"3449800010","20150309T000000",558000,4,3.25,3160,8876,"2",0,0,3,9,2460,700,1997,0,"98056",47.5153,-122.178,2900,10000 +"1231000500","20140905T000000",275000,3,2,1380,3500,"2",0,0,3,7,1380,0,1971,0,"98118",47.5558,-122.27,1620,3900 +"4191500130","20140728T000000",687500,5,2.75,3320,10500,"1",0,0,4,7,2020,1300,1963,0,"98033",47.692,-122.166,1840,10425 +"0104550660","20140728T000000",275000,3,2.5,1870,6821,"2",0,0,3,7,1870,0,1989,0,"98023",47.3065,-122.358,1970,6821 +"1769600066","20141211T000000",700000,3,3.5,3030,11550,"2",0,2,3,8,3030,0,1971,2011,"98146",47.5051,-122.381,2340,10560 +"3762900020","20140624T000000",342500,2,1.75,1210,7507,"1",0,0,3,7,1210,0,1982,0,"98034",47.7078,-122.234,1840,7500 +"1626069253","20140506T000000",483500,4,2.5,2740,45732,"2",0,0,3,8,2740,0,1995,0,"98077",47.74,-122.048,2080,43560 +"3904100089","20140801T000000",190000,3,1.75,1350,7370,"1",0,0,4,6,1350,0,1912,0,"98118",47.5336,-122.278,1440,6000 +"3904100089","20150318T000000",300000,3,1.75,1350,7370,"1",0,0,4,6,1350,0,1912,0,"98118",47.5336,-122.278,1440,6000 +"1797500780","20140521T000000",540000,3,2,1470,1691,"2",0,0,3,8,1000,470,2007,0,"98115",47.6743,-122.316,1660,4000 +"7614100080","20150211T000000",140000,3,1.75,1270,8991,"2",0,0,3,7,1270,0,1981,0,"98042",47.3563,-122.149,1270,8993 +"0087000006","20150413T000000",275000,4,1.75,1680,19405,"1",0,0,4,7,1560,120,1959,0,"98055",47.4552,-122.202,2000,12900 +"8074200185","20140825T000000",370000,3,2.75,2120,7650,"1",0,0,4,7,2120,0,1958,0,"98056",47.4923,-122.178,1180,7650 +"9310300185","20150325T000000",227000,2,1,1040,9100,"1",0,0,4,7,1040,0,1937,0,"98133",47.7407,-122.347,1950,13228 +"1433100010","20150128T000000",312000,4,1,1730,8706,"1",0,0,4,7,1010,720,1962,0,"98058",47.4586,-122.175,1369,8418 +"7129302555","20141003T000000",260000,2,1,1410,5650,"1.5",0,0,3,6,1410,0,1918,0,"98118",47.5159,-122.258,1430,5650 +"0809002705","20140710T000000",797000,3,2.5,1370,1911,"2",0,0,3,9,1370,0,1907,2011,"98109",47.6375,-122.354,1630,2090 +"3026079005","20141017T000000",640000,6,2,2840,228690,"1.5",0,0,3,6,2720,120,1948,0,"98019",47.7158,-121.966,2330,228690 +"2413910050","20150213T000000",605000,4,1.75,3280,35160,"1",0,0,3,7,2080,1200,1976,0,"98053",47.6728,-122.061,2510,31331 +"8078550190","20150302T000000",329950,3,2.25,2070,7995,"1",0,0,3,7,1350,720,1987,0,"98031",47.403,-122.175,1620,6799 +"2225079030","20141212T000000",180000,2,1,960,87991,"1.5",0,0,3,5,960,0,1946,0,"98014",47.63,-121.9,1940,392040 +"2019200480","20140813T000000",220000,3,2.25,1470,7518,"1",0,0,3,7,1160,310,1985,0,"98003",47.2725,-122.3,1720,8300 +"9274202005","20140702T000000",723000,4,2.25,2430,4748,"1.5",0,0,3,8,1630,800,1928,0,"98116",47.5904,-122.389,2430,4748 +"3834500170","20150116T000000",375000,3,1.75,1430,8412,"1",0,0,4,7,1070,360,1928,0,"98125",47.7218,-122.299,1490,8410 +"1223039242","20150126T000000",388000,3,1.75,1760,9277,"1",0,0,4,7,1760,0,1962,0,"98146",47.4977,-122.358,1760,7650 +"7657600005","20141031T000000",249950,5,2,1730,7375,"1",0,0,4,6,1730,0,1944,0,"98178",47.4953,-122.238,1550,7125 +"8963300005","20141106T000000",390000,5,1.75,2290,7900,"1",0,0,4,7,1190,1100,1965,0,"98133",47.7577,-122.358,1870,8250 +"2287000280","20140917T000000",705000,4,1.75,1690,11739,"1",0,0,4,8,1690,0,1959,0,"98040",47.552,-122.219,2300,11600 +"0686300420","20140623T000000",590000,4,2.5,3220,7875,"1.5",0,0,4,8,3220,0,1966,0,"98008",47.626,-122.12,1600,7875 +"9335400005","20141010T000000",292000,4,1.75,2130,11097,"1",0,0,3,7,1370,760,1952,0,"98166",47.4629,-122.356,1850,11097 +"2321059093","20140805T000000",506000,3,2.5,2100,213008,"1",0,0,3,8,2100,0,1990,0,"98092",47.2984,-122.144,1330,214315 +"7732410380","20140604T000000",907500,4,2.5,2770,8642,"2",0,0,4,9,2770,0,1987,0,"98007",47.6599,-122.146,2670,9000 +"3625049088","20140702T000000",2.27115e+006,4,3.25,4040,18916,"1",0,0,4,9,4040,0,1954,0,"98039",47.6155,-122.238,3000,18831 +"0013001795","20141014T000000",319500,4,2.75,2500,5100,"1.5",0,0,4,7,1420,1080,1907,0,"98108",47.523,-122.332,1430,5100 +"1604602195","20150223T000000",265000,5,1.75,1580,5292,"1",0,0,3,6,980,600,1913,0,"98118",47.5677,-122.29,1600,2976 +"1003400250","20140605T000000",237000,3,1,1130,10650,"1",0,0,3,7,1130,0,1954,0,"98188",47.4363,-122.286,1320,10650 +"0042000006","20140910T000000",235000,5,1,1500,9282,"1.5",0,0,5,6,1500,0,1966,0,"98168",47.4702,-122.281,1520,9639 +"1193000380","20150330T000000",740000,4,2.25,2230,6000,"1.5",0,2,3,8,1810,420,1928,0,"98199",47.6464,-122.391,2840,6000 +"6300500545","20140709T000000",359000,3,1.5,1550,4980,"1",0,0,3,7,1080,470,1978,0,"98133",47.7035,-122.34,940,4980 +"0538000190","20150213T000000",334950,4,2.5,2230,5500,"2",0,0,3,7,2230,0,1999,0,"98038",47.3533,-122.023,1910,5500 +"2826049091","20140929T000000",259950,2,1,790,8100,"1",0,0,3,6,790,0,1947,0,"98125",47.7159,-122.305,1420,8100 +"6147650170","20140514T000000",253000,4,2.5,2230,4541,"2",0,0,3,7,2230,0,2006,0,"98042",47.3848,-122.1,2800,4860 +"3630030500","20140612T000000",561000,3,2.25,1710,4140,"2",0,0,3,8,1710,0,2004,0,"98029",47.5498,-121.997,1730,3680 +"6844701680","20150325T000000",455000,2,1.5,1260,5100,"1",0,0,3,7,1260,0,1941,0,"98115",47.6914,-122.288,1640,5100 +"9542000275","20150406T000000",675000,4,2.5,2420,18470,"1",0,0,3,8,920,1500,1968,0,"98005",47.6001,-122.176,2690,13800 +"1423600020","20140626T000000",267000,3,1.5,1090,8160,"1",0,0,3,7,1090,0,1967,2014,"98058",47.4551,-122.175,1260,7560 +"8944460170","20141106T000000",368000,4,2.5,2689,5724,"2",0,0,3,9,2689,0,2006,0,"98030",47.3799,-122.184,2665,5700 +"6431000005","20141123T000000",599995,3,1,1620,3000,"1.5",0,0,5,7,1620,0,1928,0,"98103",47.6888,-122.347,1420,3060 +"3755000020","20140917T000000",342500,3,1,940,10500,"1",0,0,4,7,940,0,1966,0,"98034",47.7268,-122.229,1660,10500 +"1503200050","20141118T000000",252000,4,1.75,1940,13370,"1",0,0,4,8,1940,0,1974,0,"98023",47.3215,-122.369,2405,11769 +"2599000130","20140716T000000",247200,3,1,1590,11200,"1",0,0,4,7,1590,0,1961,0,"98092",47.2894,-122.188,1560,9750 +"0871001980","20140506T000000",910000,3,3.5,3020,4082,"2",0,0,3,9,2080,940,1954,2004,"98199",47.651,-122.409,2060,5102 +"1774000170","20150105T000000",419950,4,1.75,1870,16549,"1",0,0,3,8,1870,0,1969,0,"98072",47.7482,-122.083,1870,10804 +"8945300290","20150226T000000",160000,3,1,880,8976,"1",0,0,4,6,880,0,1966,0,"98023",47.3056,-122.368,990,8760 +"9433000480","20140922T000000",799950,4,3.5,3030,5494,"3",0,0,3,9,3030,0,2014,0,"98052",47.7103,-122.109,2910,5314 +"6672920050","20140617T000000",400000,3,2.25,2140,11266,"2",0,0,3,7,2140,0,1986,0,"98019",47.7267,-121.966,2000,14174 +"7893805650","20140505T000000",210000,5,2,2050,10200,"1",0,0,3,6,1430,620,1956,0,"98198",47.4136,-122.333,1940,8625 +"7893805650","20150313T000000",475000,5,2,2050,10200,"1",0,0,3,6,1430,620,1956,0,"98198",47.4136,-122.333,1940,8625 +"9542830480","20150504T000000",355900,3,2.5,2090,3821,"2",0,0,3,7,2090,0,2008,0,"98038",47.3655,-122.017,2040,4200 +"3824100364","20150120T000000",420000,3,2.25,2520,26943,"1",0,0,3,7,1760,760,1977,0,"98028",47.7728,-122.25,2300,10004 +"9542850290","20140825T000000",710000,4,2.5,2630,8580,"1",0,0,4,9,1700,930,1977,0,"98005",47.5916,-122.166,2430,10240 +"5726500130","20150407T000000",518000,4,1.75,2560,15000,"1",0,0,3,7,1880,680,1974,0,"98075",47.5952,-122.053,2210,15150 +"1862400285","20141016T000000",375000,3,1,1200,5404,"1",0,0,3,6,1200,0,1937,0,"98117",47.6969,-122.368,1200,5987 +"6123600285","20141107T000000",185000,3,1.5,1010,7755,"1",0,0,3,6,1010,0,1953,0,"98148",47.4238,-122.332,1270,8350 +"6838000170","20140829T000000",402000,3,2.5,1520,3425,"2",0,0,3,7,1520,0,1986,0,"98052",47.6801,-122.161,1640,3425 +"2922069134","20140829T000000",585000,3,1.75,2170,153767,"1",0,0,3,7,2170,0,1976,0,"98042",47.3694,-122.065,2840,49500 +"2767603165","20150122T000000",500000,4,2,1980,4500,"2",0,0,4,7,1980,0,1910,0,"98107",47.6728,-122.379,1550,2541 +"1118001835","20141223T000000",1.715e+006,4,2.5,3070,7207,"2",0,0,4,10,2670,400,1927,0,"98112",47.6325,-122.29,3190,7523 +"4030100290","20141001T000000",1.68e+006,5,3.5,5170,7197,"3",1,4,3,11,3520,1650,1998,0,"98155",47.7561,-122.271,3020,12880 +"9828702335","20150212T000000",570000,2,2,1140,690,"2",0,0,3,8,760,380,2014,0,"98112",47.6205,-122.3,1480,1171 +"8141200080","20140814T000000",680000,8,2.75,2530,4800,"2",0,0,4,7,1390,1140,1901,0,"98112",47.6241,-122.305,1540,4800 +"9407101850","20141209T000000",345000,3,2.25,1690,14615,"2",0,0,4,7,1690,0,1979,0,"98045",47.4492,-121.78,1390,11360 +"9542830050","20150422T000000",355000,4,2.5,2150,3600,"2",0,0,3,7,2150,0,2010,0,"98038",47.3658,-122.019,2220,3915 +"4038300010","20140922T000000",390000,3,1.5,1180,7700,"1",0,0,4,7,1180,0,1959,0,"98007",47.6133,-122.133,1510,8800 +"1898700050","20150428T000000",128000,3,1,1400,9690,"1",0,0,3,7,1400,0,1969,0,"98023",47.3201,-122.398,1280,9600 +"0826000480","20140826T000000",448500,3,1.75,1300,4800,"2",0,1,4,7,1300,0,1912,0,"98136",47.5457,-122.383,1300,4800 +"6163901150","20141109T000000",346000,3,1.75,1590,9636,"1.5",0,0,4,6,1590,0,1953,0,"98155",47.754,-122.321,1800,9975 +"3956900480","20140903T000000",779000,3,1.75,1990,5600,"1",0,1,3,8,1330,660,1941,0,"98199",47.65,-122.415,2630,6780 +"3824100020","20150203T000000",335000,3,1.75,1510,9720,"1",0,0,3,7,1510,0,1948,1976,"98028",47.7728,-122.258,1520,10037 +"5026900235","20140911T000000",1.85e+006,4,3.25,2910,1880,"2",0,3,5,9,1830,1080,1914,0,"98122",47.616,-122.282,3100,8200 +"1330850130","20150218T000000",799990,3,2.5,2850,21780,"2",0,0,3,10,2850,0,1994,0,"98053",47.6455,-122.04,3020,21798 +"1726059134","20141010T000000",1.075e+006,3,2.5,2830,56628,"2",0,0,3,11,2830,0,2001,0,"98011",47.7409,-122.198,2830,16430 +"2767604551","20140822T000000",371000,2,1.5,1110,1189,"3",0,0,3,8,1110,0,2000,0,"98107",47.6711,-122.377,1420,1311 +"7424600020","20141027T000000",620000,4,2.5,1900,9775,"1",0,0,5,7,1900,0,1967,0,"98033",47.6856,-122.168,1990,10500 +"8731000010","20140515T000000",343000,4,1.75,2290,10290,"1",0,0,3,7,1340,950,1960,0,"98146",47.5045,-122.369,1800,7605 +"5104200380","20141014T000000",265000,3,1,1010,14948,"1",0,0,5,6,1010,0,1969,0,"98059",47.4772,-122.144,1510,9600 +"1311030430","20140804T000000",1e+006,5,2.5,4670,15857,"2",0,0,3,11,4670,0,1998,0,"98074",47.63,-122.011,3810,14824 +"3585900190","20141006T000000",825000,3,2.5,3400,38400,"1",0,4,3,8,1870,1530,1955,2015,"98177",47.7611,-122.372,3400,24338 +"0098020630","20150414T000000",889000,4,3.5,4070,10976,"2",0,0,3,10,4070,0,2004,0,"98075",47.5805,-121.97,4080,10106 +"3826500470","20150415T000000",305000,3,2.25,1630,10962,"1",0,0,4,8,1100,530,1977,0,"98030",47.3801,-122.166,1830,8470 +"5422560660","20141030T000000",407000,2,2.5,1700,6635,"2",0,0,4,8,1700,0,1976,0,"98052",47.6655,-122.13,1700,6635 +"0267000130","20140603T000000",613000,5,2.5,2070,12000,"1",0,0,4,7,1340,730,1967,0,"98008",47.626,-122.104,2090,12000 +"6117502230","20141201T000000",1.6375e+006,3,3.5,4660,21164,"2",1,4,3,12,4660,0,1975,1990,"98166",47.4418,-122.354,3140,24274 +"2402100675","20150210T000000",645000,3,3.75,2050,6000,"2",0,0,5,7,1550,500,1910,0,"98103",47.6873,-122.332,1780,4000 +"1624059224","20140618T000000",1.16e+006,4,3.5,4680,9700,"2",0,0,3,10,3360,1320,2005,0,"98006",47.5703,-122.165,2800,12343 +"3811000250","20140929T000000",610000,3,2.25,2320,38186,"2",0,0,3,8,2320,0,1980,0,"98053",47.6645,-122.068,2875,37523 +"8029520250","20150318T000000",450000,3,2.5,3800,13071,"2",0,0,3,10,2730,1070,1994,0,"98023",47.3076,-122.397,2980,11110 +"3438501150","20140728T000000",300000,3,2,720,7598,"1",0,0,5,6,720,0,1947,0,"98106",47.5483,-122.36,1080,7209 +"3582900280","20140606T000000",1.12e+006,5,2.75,4400,18500,"1",0,3,5,9,2250,2150,1963,0,"98028",47.7424,-122.263,3290,19257 +"3521069142","20150224T000000",418200,3,2.5,2260,74297,"2",0,0,3,9,2260,0,1992,0,"98022",47.2704,-122.013,3110,98000 +"0646910020","20140828T000000",250000,3,2.5,1650,2802,"2",0,0,3,7,1650,0,2004,0,"98055",47.4328,-122.196,1490,2084 +"1026069134","20140825T000000",619000,3,2.5,2560,43608,"2",0,0,3,9,2560,0,2002,0,"98077",47.7614,-122.026,3000,54088 +"5230000020","20140630T000000",500000,4,3,3720,15048,"3",0,0,3,7,3720,0,1979,2014,"98059",47.5116,-122.144,2020,15180 +"1442740010","20141107T000000",465000,4,2.5,2590,16437,"2",0,0,3,8,2590,0,1986,0,"98038",47.3714,-122.059,2320,15625 +"7937600010","20141212T000000",322000,4,1,1750,68841,"1",0,0,3,7,1750,0,1942,0,"98058",47.4442,-122.081,1550,32799 +"1545801410","20150128T000000",276900,3,2.5,1620,7320,"2",0,0,3,7,1620,0,1989,0,"98038",47.3617,-122.054,1550,7686 +"1235700073","20150318T000000",660000,3,2.25,1700,12615,"1",0,0,4,7,1300,400,1990,0,"98033",47.6965,-122.197,1950,13163 +"7806450050","20141029T000000",480000,3,2.5,2450,28185,"2",0,0,3,9,2450,0,1990,0,"98058",47.4665,-122.122,2440,33541 +"3250500103","20150408T000000",925000,3,1.75,1610,10796,"1",0,0,3,7,1070,540,1951,0,"98004",47.6272,-122.208,1940,10796 +"2624300080","20140724T000000",825000,3,3,3730,35900,"1",0,0,3,9,2960,770,1979,0,"98008",47.5814,-122.122,2280,16026 +"7568700525","20150318T000000",326000,2,1,1210,7440,"1",0,0,3,6,780,430,1940,0,"98155",47.7376,-122.322,1070,7440 +"7683800010","20150421T000000",205000,3,1,1300,9880,"1",0,0,4,7,1300,0,1959,0,"98003",47.3352,-122.297,2140,9600 +"3089000005","20140724T000000",150000,2,1,850,54000,"1.5",0,0,1,4,850,0,1950,0,"98023",47.2959,-122.377,1550,14440 +"9510970010","20150429T000000",593567,3,2.5,1770,3205,"2",0,0,3,9,1770,0,2005,0,"98052",47.6658,-122.084,2120,4134 +"9560800290","20140814T000000",440000,3,2.5,2060,11231,"2",0,0,3,8,2060,0,1987,0,"98072",47.7571,-122.141,2140,10224 +"1385100050","20140716T000000",751000,3,2.5,3090,13316,"2",0,0,3,10,3090,0,1992,0,"98075",47.588,-122.079,2980,14437 +"3294700101","20140909T000000",295000,2,1.75,1050,6500,"1.5",0,2,4,6,1050,0,1925,0,"98055",47.4727,-122.2,1320,10075 +"8021700725","20140904T000000",422500,3,2,1300,2250,"2",0,0,3,7,1300,0,1988,0,"98103",47.6923,-122.332,1300,4500 +"4038200480","20141201T000000",480000,3,1,1160,8800,"1",0,0,4,7,1160,0,1959,0,"98008",47.6112,-122.128,1750,8400 +"3630180380","20140725T000000",890900,4,2.5,3420,6233,"2",0,0,3,9,3420,0,2006,0,"98027",47.5416,-121.998,3350,5000 +"2782100280","20140529T000000",672500,4,2.75,2620,6707,"2",0,0,3,9,2620,0,2000,0,"98075",47.5965,-122.038,2590,6530 +"3797002575","20141010T000000",605000,4,1.5,1880,3500,"1",0,0,4,7,1080,800,1926,0,"98103",47.6835,-122.347,1690,3500 +"9315600050","20150317T000000",1.675e+006,5,3.25,4560,19080,"1",0,0,5,9,2490,2070,1963,0,"98004",47.6291,-122.226,3390,20140 +"1939110080","20140926T000000",565000,4,2.5,2330,7936,"2",0,0,3,9,2330,0,1987,0,"98074",47.6269,-122.03,2460,8137 +"5423030380","20150506T000000",725000,4,1.75,2350,7574,"1",0,0,3,8,1720,630,1979,0,"98027",47.5634,-122.087,2220,8496 +"5693501100","20140731T000000",640000,3,3,1560,1466,"3",0,0,3,8,1560,0,2006,0,"98103",47.6604,-122.352,1530,2975 +"1612500170","20150226T000000",253750,4,1,1380,7110,"1.5",0,0,3,6,1380,0,1939,0,"98030",47.3846,-122.226,1430,7110 +"6116500290","20140714T000000",799950,6,2.75,3040,36721,"1",0,3,4,9,1760,1280,1958,0,"98166",47.4488,-122.356,2420,21075 +"2450000275","20140716T000000",595000,4,1.5,1350,8113,"1",0,0,4,7,1350,0,1959,0,"98004",47.5807,-122.196,1930,8113 +"2194100050","20140929T000000",850000,4,2.5,3180,11652,"2",0,1,3,9,3180,0,1977,0,"98040",47.567,-122.212,3110,15183 +"3782760280","20141002T000000",366000,3,2.5,1790,4065,"2",0,0,3,8,1790,0,2009,0,"98019",47.7344,-121.965,2480,4252 +"4320200020","20140922T000000",715000,4,3,1986,6000,"2",0,2,4,8,1746,240,1922,0,"98136",47.5374,-122.39,1930,6200 +"2944500420","20141211T000000",300000,4,2.5,2400,7215,"2",0,0,3,8,2400,0,1992,0,"98023",47.2944,-122.371,2220,7760 +"3616600231","20140603T000000",960000,4,3,4590,9150,"2",0,0,3,10,3490,1100,1981,0,"98177",47.7234,-122.372,2910,12348 +"6758700050","20150401T000000",812000,3,2,1970,3420,"2",0,3,5,8,1970,0,1913,0,"98103",47.6762,-122.354,1770,3420 +"2545900050","20140509T000000",234950,3,1,1360,9948,"1",0,0,3,6,1360,0,1977,0,"98010",47.3422,-122.053,1670,8475 +"8824900050","20140612T000000",656500,4,2,2710,4750,"1",0,0,4,7,1460,1250,1919,0,"98115",47.6756,-122.305,1700,3800 +"6300000213","20140703T000000",255000,2,1.5,920,1598,"2",0,0,3,7,920,0,1995,0,"98133",47.7081,-122.342,1110,1598 +"2211700290","20141204T000000",538000,3,2.75,2000,7204,"1",0,0,5,7,1250,750,1960,0,"98006",47.565,-122.116,2480,17633 +"0739500050","20140701T000000",260000,3,2.25,1920,9680,"1",0,0,4,7,1300,620,1961,0,"98031",47.412,-122.195,1500,9516 +"6190500380","20141027T000000",546200,3,2.5,2678,6607,"2",0,0,3,9,2678,0,1998,0,"98028",47.738,-122.235,2780,6607 +"5129000006","20150419T000000",280500,3,1,1220,4541,"1",0,0,3,7,890,330,1952,0,"98108",47.5387,-122.294,1670,3429 +"2112700280","20140811T000000",295000,3,1.75,1440,4000,"1",0,0,4,7,1050,390,1979,0,"98106",47.5329,-122.354,1560,4000 +"9828702895","20141022T000000",700000,4,1.75,2420,520,"1.5",0,0,3,7,2420,0,1900,0,"98112",47.6209,-122.302,1200,1170 +"2026059181","20141120T000000",560000,3,2,2090,15790,"1",0,0,3,9,2090,0,1992,0,"98034",47.7296,-122.199,1820,8770 +"3295610080","20150401T000000",912000,4,2.75,4030,10888,"2",0,0,3,10,4030,0,1997,0,"98075",47.5651,-122.034,3720,10756 +"1474000050","20140508T000000",437000,3,1.75,1310,9282,"1",0,0,4,7,1310,0,1976,0,"98052",47.6844,-122.111,1310,8748 +"2896400170","20150316T000000",447000,3,2.5,1800,3074,"2",0,0,3,7,1800,0,2003,0,"98072",47.7631,-122.149,1610,2929 +"3342103281","20141020T000000",500000,4,1,1160,20100,"1",0,0,4,6,820,340,1913,0,"98056",47.5175,-122.201,1670,10200 +"7172200080","20150319T000000",508300,3,1,1160,5969,"1",0,0,3,7,880,280,1930,0,"98115",47.6844,-122.306,1550,5120 +"5209200010","20140731T000000",485000,3,1.5,1870,7853,"1",0,0,3,7,1300,570,1962,0,"98125",47.7045,-122.281,1870,8300 +"6744700427","20140507T000000",540000,7,5.75,3700,7647,"2",0,1,3,8,3700,0,1948,1984,"98155",47.7393,-122.289,2510,7479 +"1328310440","20140916T000000",356000,3,2.25,2280,8765,"2",0,0,3,8,2280,0,1977,0,"98058",47.4419,-122.133,1920,8265 +"2710600080","20140825T000000",525000,4,2,1720,6099,"1",0,0,4,7,860,860,1949,0,"98115",47.6765,-122.287,1100,5671 +"8651611980","20150324T000000",962800,4,2.75,3630,11775,"2",0,0,3,10,3630,0,1999,0,"98074",47.6378,-122.066,3800,12451 +"1541700010","20141001T000000",315000,4,2.5,2040,6300,"2",0,0,3,8,2040,0,2003,0,"98031",47.3918,-122.185,2260,5877 +"0477000019","20140620T000000",525000,3,2.25,1750,1879,"3",0,0,3,8,1750,0,2001,0,"98107",47.6722,-122.391,1750,3155 +"8165501700","20150430T000000",325000,2,2.25,1550,2285,"2",0,0,3,8,1550,0,2007,0,"98106",47.5398,-122.369,1550,2135 +"9534400010","20150423T000000",965800,4,1.75,2500,8725,"1",0,0,4,8,1500,1000,1966,0,"98004",47.6304,-122.205,1900,8998 +"7577700185","20140709T000000",550000,4,1,1440,3600,"1.5",0,0,4,7,1440,0,1924,0,"98116",47.5694,-122.385,1010,5175 +"0257000263","20141021T000000",182200,4,1,1130,13927,"1.5",0,0,3,6,1130,0,1929,0,"98168",47.4939,-122.3,1800,8274 +"8638500020","20140911T000000",315000,3,1,1210,8505,"1.5",0,0,3,7,1210,0,1958,0,"98106",47.5389,-122.353,1430,8505 +"0452001310","20140825T000000",500000,2,1,960,5000,"1",0,0,4,7,960,0,1900,0,"98107",47.6755,-122.367,1330,5000 +"7852000500","20140702T000000",480000,5,2.5,2160,7737,"2",0,0,3,7,2160,0,1998,0,"98065",47.5381,-121.872,2460,7737 +"4219401236","20140520T000000",1.69e+006,3,1.75,3400,8965,"1",0,2,5,9,1820,1580,1957,0,"98105",47.6569,-122.273,3200,8500 +"1622069127","20141118T000000",525000,5,3.25,3960,321908,"2",0,0,4,9,2690,1270,1989,0,"98038",47.3984,-122.055,2360,96703 +"2644300005","20150412T000000",407500,4,2.5,1900,9075,"2",0,0,3,7,1900,0,1988,0,"98133",47.7776,-122.352,1800,8460 +"3211260290","20150309T000000",443000,4,3,2620,35124,"2",0,0,3,9,2620,0,1987,0,"98092",47.3067,-122.116,2920,35807 +"3625500130","20140530T000000",1.2565e+006,4,2.5,3150,13700,"2",0,0,4,9,3150,0,1966,0,"98040",47.5309,-122.224,3200,11900 +"6819100380","20140830T000000",642000,3,1,1040,4480,"1",0,0,3,7,870,170,1924,0,"98109",47.6461,-122.356,1730,4200 +"8562600500","20150109T000000",520000,3,1.75,1540,7558,"1",0,0,3,8,1540,0,1964,0,"98052",47.6707,-122.156,1540,7863 +"9279200280","20140623T000000",750000,3,2,1820,5000,"1.5",0,0,4,8,1720,100,1941,0,"98116",47.5845,-122.395,2220,7200 +"6788201440","20150407T000000",855000,5,1.5,1930,4500,"1.5",0,0,3,8,1930,0,1929,0,"98112",47.6401,-122.303,2083,4500 +"2624089026","20141002T000000",275000,4,1,1430,27153,"1.5",0,0,4,5,1430,0,1934,0,"98065",47.5372,-121.744,1880,27153 +"8698600080","20140910T000000",265000,5,2.75,2920,5250,"1.5",0,0,5,7,1800,1120,1911,0,"98002",47.3072,-122.221,1220,5250 +"0425069136","20150410T000000",894400,3,2.5,3100,45738,"2",0,0,3,10,3100,0,1991,0,"98053",47.6854,-122.048,3340,45738 +"5528600050","20150211T000000",546000,2,1,1200,12856,"1",0,0,4,6,1200,0,1948,0,"98027",47.5321,-122.034,1740,6098 +"8682290660","20141126T000000",699950,2,2.5,2390,7489,"1",0,0,3,8,2390,0,2007,0,"98053",47.7243,-122.032,2170,7489 +"1839920050","20150414T000000",435000,3,2,1270,10713,"1",0,0,4,7,1270,0,1969,0,"98034",47.7247,-122.181,1620,8250 +"6624010010","20150506T000000",259500,4,1.5,1300,7200,"1",0,0,4,7,1300,0,1970,0,"98031",47.4179,-122.181,1420,7200 +"9406590010","20141029T000000",359950,4,3.25,2290,4785,"2",0,0,3,9,2290,0,2007,0,"98038",47.3833,-122.037,2290,4785 +"3575305362","20141215T000000",517000,3,1.75,1740,10000,"1",0,0,3,7,1740,0,1976,2009,"98074",47.617,-122.058,1350,7500 +"8835900010","20140804T000000",579000,3,1,1590,5400,"1",0,1,3,8,1280,310,1948,0,"98118",47.5509,-122.261,2140,7161 +"7199000290","20140905T000000",525000,4,2,2420,10735,"1.5",0,0,3,7,2420,0,1967,0,"98052",47.6899,-122.122,1570,9540 +"6669150280","20150414T000000",320000,4,2.5,2130,9653,"1",0,0,3,7,1500,630,1978,0,"98031",47.4068,-122.175,2000,7988 +"2619600010","20140513T000000",635000,4,1.75,1950,13320,"1",0,0,4,8,1370,580,1969,0,"98007",47.6196,-122.139,2120,12051 +"2314300420","20140916T000000",400000,4,2.5,2150,5397,"2",0,0,3,8,2150,0,1998,0,"98058",47.4644,-122.151,2260,5080 +"9512500380","20141010T000000",455000,3,1.75,1270,7700,"1",0,0,4,7,1270,0,1968,0,"98052",47.6711,-122.148,1510,7700 +"8653600050","20150225T000000",572000,3,1.75,1850,22767,"1.5",0,4,5,6,1850,0,1908,0,"98074",47.6144,-122.067,2700,17906 +"4045900020","20150413T000000",650000,2,1.5,1440,136778,"1",0,0,4,8,1140,300,1956,0,"98072",47.7608,-122.118,1740,21600 +"1311800130","20150123T000000",162500,3,1.5,1390,7417,"1",0,0,3,7,1390,0,1967,0,"98001",47.3369,-122.275,1390,7665 +"9542890010","20141113T000000",400000,2,2.5,1340,1240,"2",0,0,3,8,1150,190,2008,0,"98052",47.6858,-122.102,1280,1312 +"4027700795","20150318T000000",268300,3,1,1190,9000,"1",0,0,3,7,1190,0,1968,0,"98028",47.77,-122.264,1960,7200 +"7013200280","20140702T000000",989000,6,4.5,3830,4800,"3",0,0,3,9,3050,780,1919,2004,"98119",47.6404,-122.361,1990,4800 +"2460700430","20140627T000000",342000,3,1.75,1780,10409,"1",0,0,3,7,1280,500,1981,0,"98058",47.4627,-122.168,1780,7415 +"6147650280","20150325T000000",315000,4,2.5,3130,5999,"2",0,0,3,7,3130,0,2006,0,"98042",47.3837,-122.099,3020,5997 +"3574800010","20150428T000000",485000,4,2.75,1830,8384,"1",0,0,3,7,1320,510,1979,0,"98034",47.733,-122.22,2190,7695 +"8731981640","20141204T000000",277500,4,2.5,2550,7500,"1",0,0,3,8,1750,800,1976,0,"98023",47.3165,-122.386,2260,8800 +"1525069134","20150312T000000",1.295e+006,4,3.5,3790,90169,"2",0,0,3,11,3790,0,1998,0,"98053",47.6587,-122.022,3410,46951 +"2824069180","20140806T000000",385000,4,1.75,1800,10890,"1.5",0,0,4,6,1800,0,1912,0,"98027",47.5312,-122.04,1530,9818 +"0751000080","20141117T000000",426000,2,1,1630,7680,"1",0,0,3,7,830,800,1947,0,"98125",47.7092,-122.291,1250,7740 +"2044500213","20140617T000000",310000,4,2,1870,6000,"1.5",0,0,3,7,1870,0,1956,0,"98125",47.7155,-122.315,1520,7169 +"2044500213","20150126T000000",449000,4,2,1870,6000,"1.5",0,0,3,7,1870,0,1956,0,"98125",47.7155,-122.315,1520,7169 +"1703400470","20141219T000000",375000,2,1,980,3915,"1",0,0,4,7,980,0,1919,0,"98118",47.5589,-122.29,1425,1576 +"7363600185","20150330T000000",1.1875e+006,3,2.25,2860,10625,"1",0,4,3,10,1920,940,1976,0,"98115",47.6915,-122.273,2860,8075 +"3904901300","20150414T000000",468000,3,2.25,1470,5597,"2",0,0,3,7,1470,0,1985,0,"98029",47.5674,-122.019,1610,5217 +"7548300425","20150403T000000",336000,1,1,1160,5000,"2",0,0,3,7,1160,0,2000,0,"98144",47.5883,-122.311,2060,5000 +"4123830480","20140610T000000",392000,4,2.75,1940,6555,"2",0,0,3,8,1940,0,1990,0,"98038",47.3701,-122.041,1840,6912 +"9477000280","20140807T000000",412500,4,2.25,1630,7969,"1",0,0,3,7,1100,530,1977,0,"98034",47.7336,-122.19,1580,7440 +"8567450080","20150325T000000",545000,4,2.5,2755,11612,"2",0,0,3,8,2755,0,2001,0,"98019",47.7394,-121.965,2820,12831 +"7129304540","20141220T000000",133000,5,2,1430,5600,"1.5",0,0,3,6,1430,0,1947,0,"98118",47.5192,-122.266,1860,5980 +"7129304540","20150514T000000",440000,5,2,1430,5600,"1.5",0,0,3,6,1430,0,1947,0,"98118",47.5192,-122.266,1860,5980 +"2250000010","20141205T000000",294450,4,2.25,1400,7341,"1",0,0,3,7,1300,100,1961,0,"98155",47.7565,-122.305,2090,7410 +"5162100660","20140826T000000",335000,4,2.5,2520,7205,"2",0,0,3,8,2520,0,1987,0,"98003",47.343,-122.316,2350,7632 +"4140500050","20140908T000000",362000,3,1,1290,10125,"1",0,0,4,7,1290,0,1956,0,"98028",47.7641,-122.265,1760,14460 +"2129700525","20141028T000000",322000,3,1.75,1400,18002,"1",0,0,3,6,1400,0,1977,0,"98019",47.725,-121.967,2240,14068 +"4337000275","20150317T000000",230500,2,1,740,8853,"1",0,0,3,6,740,0,1943,0,"98166",47.4793,-122.336,850,8775 +"3942900010","20150305T000000",380000,4,2,1710,9996,"1",0,0,3,7,1710,0,1950,0,"98108",47.5472,-122.3,1550,6768 +"8699100321","20140611T000000",292000,4,2.75,2414,7693,"2",0,0,3,8,2414,0,2006,0,"98002",47.3046,-122.222,1500,7177 +"7686203180","20140812T000000",172500,3,1,1040,7500,"1",0,0,4,6,1040,0,1954,0,"98198",47.4206,-122.316,1270,8000 +"1193000480","20140724T000000",784000,4,2.75,3540,7091,"1.5",0,1,4,8,1970,1570,1947,0,"98199",47.6467,-122.394,2200,6000 +"1234000630","20141002T000000",525000,4,2.75,2530,11549,"1",0,0,3,7,1700,830,1942,0,"98033",47.6557,-122.197,2530,10000 +"8562750250","20140704T000000",600000,3,2.5,2320,7609,"2",0,0,3,8,2320,0,2003,0,"98027",47.5391,-122.069,2590,4000 +"5088500170","20141027T000000",435000,3,2.5,2530,16102,"2",0,0,3,9,2530,0,1989,0,"98038",47.371,-122.055,2370,14957 +"1061500630","20150205T000000",359900,5,2.75,2790,7600,"1.5",0,0,4,7,2790,0,1965,0,"98056",47.4999,-122.165,1480,7600 +"8073000491","20141211T000000",700000,4,1.75,1950,7139,"1",1,4,3,7,1150,800,1957,0,"98178",47.5121,-122.248,1600,13122 +"3277801448","20150312T000000",280000,3,2,1020,889,"2",0,0,3,7,720,300,2009,0,"98126",47.5434,-122.375,1130,972 +"1656600280","20141002T000000",655000,4,2.5,3110,24466,"2",0,0,3,9,3110,0,1997,0,"98059",47.4898,-122.127,3080,22185 +"4139420190","20150512T000000",2.48e+006,4,5,5310,16909,"1",0,4,3,12,3090,2220,1992,0,"98006",47.5515,-122.113,5220,15701 +"5360200052","20150224T000000",499950,3,2.5,2580,23925,"2",0,0,3,9,2580,0,2001,0,"98023",47.2978,-122.376,1660,8460 +"7234601025","20140805T000000",540000,3,2.5,1380,1021,"2",0,0,3,8,1160,220,2008,0,"98122",47.6148,-122.309,1440,1021 +"8001470480","20150306T000000",970000,4,2.75,3980,9209,"2",0,0,3,11,3980,0,2002,0,"98074",47.6286,-122.064,3800,9333 +"2597670470","20140813T000000",330000,4,2.5,2080,7000,"1",0,0,4,8,1400,680,1989,0,"98058",47.4252,-122.163,2090,7082 +"7199330130","20140703T000000",474000,3,1.75,1530,8000,"2",0,0,3,7,1530,0,1978,0,"98052",47.6971,-122.13,1530,7500 +"4039700080","20150317T000000",670000,4,1.75,1930,9310,"1",0,0,4,9,1930,0,1968,0,"98008",47.6158,-122.108,2110,10290 +"5317100780","20140512T000000",1.3e+006,4,3.25,2330,9687,"2",0,3,3,9,2330,0,1918,0,"98112",47.6264,-122.283,3880,9017 +"2597450250","20140730T000000",1.16e+006,4,2.5,3860,10361,"2",0,2,4,10,2940,920,1985,0,"98006",47.5517,-122.147,3720,13155 +"2472920680","20150112T000000",440000,4,2.5,2880,8061,"2",0,0,3,9,2880,0,1988,0,"98058",47.439,-122.152,2650,7660 +"7436300170","20140728T000000",411000,2,2.5,1590,2088,"2",0,0,3,9,1590,0,1997,0,"98033",47.6897,-122.175,2320,3174 +"3964400470","20140725T000000",500000,3,1.5,2150,4000,"1.5",0,0,3,7,1470,680,1928,0,"98144",47.5733,-122.312,1750,4000 +"7351200050","20141218T000000",1.335e+006,4,1.75,2300,13342,"1.5",1,4,3,7,2300,0,1934,1958,"98125",47.7308,-122.282,2500,13342 +"1377800277","20141215T000000",696000,6,3.25,2900,6400,"2",0,0,4,8,2300,600,1977,0,"98199",47.6464,-122.401,2480,6400 +"3862400050","20140506T000000",465000,3,2.25,1970,11088,"1",0,0,4,8,1180,790,1967,0,"98155",47.7651,-122.277,1970,10470 +"7199310170","20140616T000000",518000,4,2.5,1740,7500,"1",0,0,4,7,1220,520,1976,0,"98052",47.6927,-122.124,1790,7350 +"8039900086","20140509T000000",251000,3,1.75,1220,7250,"1",0,0,3,7,1220,0,1962,0,"98045",47.4887,-121.784,1700,15251 +"1137600190","20150430T000000",255000,3,2,1290,13282,"1",0,0,3,7,1290,0,1978,0,"98030",47.3787,-122.169,1290,12357 +"1566100130","20140820T000000",319000,2,1,780,8271,"1",0,0,4,6,780,0,1924,0,"98115",47.7,-122.3,2220,8271 +"9547205610","20140929T000000",719000,4,2.75,2210,3400,"1.5",0,0,5,7,1470,740,1926,0,"98115",47.6826,-122.311,1500,3400 +"5608000190","20140714T000000",1.52e+006,5,3.5,5930,13288,"2",0,2,3,11,3920,2010,1996,0,"98027",47.5542,-122.097,3860,12062 +"3295450050","20150109T000000",322000,4,2.5,1950,4553,"2",0,0,3,7,1950,0,2000,0,"98056",47.5066,-122.175,1780,4598 +"3751602249","20150305T000000",205000,4,1,1340,7920,"1",0,0,4,7,1340,0,1970,0,"98001",47.2845,-122.267,1090,9600 +"7889600190","20150113T000000",229000,3,1,1590,6240,"1",0,0,3,7,1060,530,1956,0,"98146",47.4936,-122.337,1410,6240 +"0217700050","20141030T000000",395000,3,2.25,1780,9672,"1",0,0,3,8,1350,430,1960,0,"98133",47.7774,-122.35,1860,10080 +"7943000020","20150326T000000",183000,2,1,760,7272,"1",0,0,4,7,760,0,1980,0,"98003",47.3205,-122.33,1370,7866 +"7199310290","20140905T000000",583500,3,1.75,1720,7800,"1",0,0,4,7,1170,550,1978,0,"98052",47.6928,-122.125,1760,7276 +"0192700080","20150213T000000",312000,3,2.5,2070,25710,"1",0,0,5,6,2070,0,1917,0,"98022",47.2032,-121.964,1350,17998 +"0023520380","20140909T000000",539000,3,1.75,1790,9860,"1",0,0,4,7,1410,380,1978,0,"98052",47.6989,-122.12,1820,9555 +"8961950050","20150320T000000",409000,4,2.75,3230,12651,"2",0,0,4,8,3230,0,2002,0,"98001",47.3157,-122.251,2550,12081 +"3300701365","20140528T000000",510250,3,1.75,1400,4000,"1",0,0,3,7,870,530,1951,0,"98117",47.6913,-122.381,1400,4000 +"0871000170","20141202T000000",535000,2,2,1370,3827,"1",0,0,3,7,1020,350,1952,0,"98199",47.652,-122.404,1550,5102 +"9407150250","20140924T000000",280000,3,2.5,1600,7936,"2",0,0,3,7,1600,0,1996,0,"98038",47.3673,-122.017,1830,7936 +"7789000235","20150409T000000",286000,3,1,950,8400,"1",0,0,3,7,950,0,1958,0,"98056",47.5104,-122.166,1250,8400 +"8587400050","20150325T000000",710000,3,2.75,2210,7660,"1",0,1,4,7,1460,750,1968,0,"98116",47.5619,-122.4,2110,8750 +"5100401315","20140709T000000",395000,2,1,930,6380,"1",0,0,4,7,930,0,1940,0,"98115",47.6915,-122.321,1180,6380 +"2634500005","20140908T000000",237500,2,1,810,8494,"1",0,0,3,6,810,0,1949,0,"98155",47.7389,-122.324,1050,7975 +"6332000050","20150121T000000",464000,3,2,1630,6550,"1",0,0,5,7,850,780,1912,0,"98126",47.5452,-122.379,1440,6550 +"2126049265","20141021T000000",495000,3,1.75,1770,10080,"1",0,0,3,8,1770,0,1968,0,"98125",47.7218,-122.306,1860,10456 +"7950304095","20150217T000000",257500,1,1,710,6060,"1",0,0,4,6,710,0,1916,0,"98118",47.5621,-122.283,1440,4545 +"0587550010","20150116T000000",570000,4,3.5,3990,23544,"1",0,2,3,10,2300,1690,1999,0,"98023",47.3245,-122.38,3410,15932 +"1402630190","20141111T000000",362000,3,2.5,2310,7485,"2",0,0,3,8,2310,0,1986,0,"98058",47.439,-122.135,2310,8142 +"2402100895","20140625T000000",640000,33,1.75,1620,6000,"1",0,0,5,7,1040,580,1947,0,"98103",47.6878,-122.331,1330,4700 +"3750604417","20140526T000000",172500,3,1,1140,8800,"1",0,0,3,7,1140,0,1972,0,"98001",47.2629,-122.275,1270,13560 +"9547202890","20150120T000000",596000,2,1,1040,4880,"1",0,0,3,7,1040,0,1910,1975,"98115",47.6809,-122.311,1500,4590 +"2600110250","20150430T000000",840000,4,2.5,2170,9796,"1",0,0,4,8,1650,520,1980,0,"98006",47.5505,-122.152,2350,9796 +"7403200050","20141113T000000",1.6e+006,3,2.25,3370,23065,"1",1,4,3,10,1920,1450,1980,0,"98028",47.7434,-122.263,3410,19688 +"9528104360","20140912T000000",435000,2,1.5,901,1245,"3",0,0,3,7,901,0,2001,0,"98115",47.6774,-122.325,1138,1137 +"2634500050","20140910T000000",251000,2,1,840,7870,"1",0,0,3,6,840,0,1949,0,"98155",47.7389,-122.326,1442,8131 +"0268500020","20141106T000000",282500,4,1,1650,9750,"1",0,0,4,7,1650,0,1964,0,"98059",47.4991,-122.164,1650,10112 +"1796361100","20141017T000000",265000,3,2.25,1380,7226,"1",0,0,4,7,1140,240,1987,0,"98042",47.3677,-122.091,1640,7823 +"8807300130","20141217T000000",330000,3,1,910,10240,"1",0,0,4,6,910,0,1969,0,"98053",47.6729,-122.064,1140,10720 +"7170200080","20140617T000000",435000,2,1,1230,3800,"1",0,0,3,7,1230,0,1928,0,"98115",47.6797,-122.292,1610,3800 +"1877500005","20141201T000000",827235,3,1.75,1740,8560,"1",0,0,3,8,1500,240,1948,0,"98199",47.6475,-122.409,2240,5800 +"7211400525","20140530T000000",249950,4,1,1290,5000,"1.5",0,0,3,7,1290,0,1957,0,"98146",47.513,-122.358,1440,2500 +"2549000020","20150324T000000",400000,3,2.5,1950,18533,"2",0,0,3,8,1950,0,1988,0,"98024",47.5647,-121.903,1810,18401 +"4137040250","20141021T000000",300499,4,2.5,2150,7944,"2",0,0,3,8,2150,0,1990,0,"98092",47.259,-122.215,2170,8319 +"5101400461","20150417T000000",449000,4,2,1560,5220,"1",0,0,3,7,1560,0,1959,0,"98115",47.6905,-122.305,1300,5220 +"2306400010","20141017T000000",500000,2,1,1120,3220,"1",0,0,4,7,1120,0,1923,0,"98103",47.6588,-122.344,1440,3220 +"8861000095","20140930T000000",865000,3,1.5,1790,7526,"1",0,0,3,7,1790,0,1953,2014,"98004",47.6387,-122.207,2080,10943 +"3754500010","20140616T000000",899950,4,3.5,3290,5414,"2",0,1,3,9,2360,930,2006,0,"98034",47.7074,-122.219,1820,9609 +"4326000190","20140828T000000",370000,4,1,1540,9541,"1.5",0,0,4,7,1540,0,1961,0,"98034",47.7104,-122.213,1290,9541 +"1525069088","20150504T000000",442500,5,3.25,4240,226097,"2",0,0,3,8,3410,830,1980,0,"98053",47.6472,-122.017,2980,217800 +"9474700020","20140503T000000",310000,3,1,1010,9945,"1",0,0,4,6,1010,0,1973,0,"98065",47.5324,-121.763,1390,12710 +"4389200876","20140701T000000",1.565e+006,4,2.75,2970,12750,"1.5",0,1,4,7,2130,840,1918,1986,"98004",47.6135,-122.213,1980,15300 +"6084600420","20140905T000000",245000,4,2.25,2190,9113,"2",0,0,3,7,2190,0,1986,0,"98001",47.3241,-122.275,1570,8306 +"6668900010","20141117T000000",254950,2,1,700,8100,"1",0,0,3,6,700,0,1949,0,"98155",47.7492,-122.311,1230,8100 +"0125059178","20140722T000000",510000,6,4.5,3300,7480,"2",0,0,3,8,3300,0,1980,0,"98052",47.6796,-122.104,2470,7561 +"2131701410","20150427T000000",299950,3,2.25,1370,5000,"2",0,0,3,7,1370,0,1990,0,"98019",47.7372,-121.981,1600,7724 +"3158500130","20140821T000000",379950,4,2.5,2680,4500,"2",0,0,3,8,2680,0,2011,0,"98038",47.3561,-122.056,2010,4500 +"6300500275","20140807T000000",350000,3,1,1390,4820,"1",0,0,4,7,910,480,1926,0,"98133",47.704,-122.343,1320,4820 +"3395040920","20140618T000000",300000,3,2.5,1700,3575,"2",0,0,3,7,1700,0,2000,0,"98108",47.5418,-122.295,1590,3380 +"1193000280","20140527T000000",994000,3,2.25,2510,6339,"1.5",0,2,5,8,1810,700,1932,0,"98199",47.6496,-122.391,1820,5741 +"8022900005","20141119T000000",315000,3,1.5,1700,8067,"1",0,0,3,7,1250,450,1956,0,"98155",47.7384,-122.324,1340,7869 +"1774000050","20140507T000000",480500,4,2.5,2180,11200,"1",0,0,4,8,2180,0,1968,0,"98072",47.7476,-122.086,1790,11200 +"1725800280","20140616T000000",373000,3,1,1770,5720,"1.5",0,0,4,7,1140,630,1926,0,"98126",47.5546,-122.377,1500,4406 +"8691390980","20140902T000000",728000,4,2.5,3290,5951,"2",0,0,3,9,3290,0,2003,0,"98075",47.5999,-121.976,3240,6159 +"1180008370","20140925T000000",415000,4,3.5,3040,7125,"2",0,1,3,8,2240,800,2002,0,"98178",47.492,-122.225,2220,7800 +"9558020460","20140604T000000",427500,4,2.5,2460,5091,"2",0,0,3,9,2460,0,2003,0,"98058",47.45,-122.121,2490,4750 +"3575302880","20141110T000000",339300,3,2,970,10000,"1",0,0,5,7,970,0,1972,0,"98074",47.6205,-122.063,1230,7500 +"6671900095","20140527T000000",313000,3,1.75,1320,6205,"1",0,0,5,7,1320,0,1948,0,"98133",47.7412,-122.343,1210,6205 +"5637500094","20140522T000000",431500,3,3.5,1900,1612,"2",0,0,3,8,1430,470,2008,0,"98136",47.544,-122.385,1780,1525 +"4310701330","20150309T000000",415000,3,1.5,1220,835,"1.5",0,0,4,6,1220,0,1950,0,"98103",47.6981,-122.341,1360,1251 +"0023520190","20150316T000000",490000,3,1.75,1470,9750,"1",0,0,4,7,1470,0,1978,0,"98052",47.6975,-122.12,1800,9600 +"0098000130","20150324T000000",1.425e+006,4,5,4630,24054,"2",0,3,3,11,4630,0,2005,0,"98075",47.587,-121.966,4630,17584 +"6829900080","20150330T000000",275000,3,1.5,1400,9750,"1",0,0,4,6,1400,0,1964,0,"98030",47.3768,-122.17,1160,9750 +"5370200170","20150217T000000",325000,2,1,1070,5080,"1",0,0,5,6,1070,0,1942,0,"98106",47.5224,-122.35,900,5080 +"3885805896","20140610T000000",1.18e+006,5,3.75,3630,6000,"1.5",0,0,3,9,2470,1160,2004,0,"98033",47.6816,-122.199,2560,7560 +"9550200470","20141001T000000",690000,4,1.5,1970,4590,"2.5",0,0,3,7,1970,0,1909,0,"98103",47.666,-122.332,1900,4590 +"6111400020","20150330T000000",410000,4,2,2010,9474,"2",0,0,3,7,2010,0,1953,2003,"98166",47.4234,-122.342,2140,10164 +"5135000050","20140801T000000",960000,4,2.5,2820,5934,"1",0,3,5,9,1770,1050,1952,0,"98116",47.5706,-122.403,2230,6000 +"8029510010","20141030T000000",299250,3,2.5,2530,8669,"2",0,0,3,9,2530,0,1990,0,"98023",47.3073,-122.395,2530,9469 +"4438400050","20140714T000000",239000,2,1,710,14000,"1",0,0,4,6,710,0,1953,0,"98166",47.4379,-122.337,1500,10540 +"7831800460","20140502T000000",235000,2,1,1210,9400,"1",0,0,2,6,1210,0,1949,0,"98106",47.5342,-122.36,1580,6026 +"2425069069","20140527T000000",587000,3,2.25,2370,217800,"2",0,0,3,7,2370,0,1979,0,"98053",47.6364,-121.984,3100,86248 +"8029550020","20140701T000000",431000,4,2.5,2300,6087,"2",0,0,3,7,2300,0,2001,0,"98056",47.5125,-122.192,1770,5907 +"7533800170","20140707T000000",1.636e+006,3,2.5,3110,6765,"2",0,1,4,9,2550,560,1946,0,"98115",47.6886,-122.276,2630,7626 +"9460000010","20141203T000000",285000,3,1.75,1990,6500,"1",0,0,3,7,1090,900,1961,0,"98055",47.488,-122.221,2150,6500 +"2600130020","20141106T000000",778000,3,3,2630,10156,"1",0,0,4,9,2630,0,1987,0,"98006",47.5481,-122.156,2660,10455 +"4037700285","20140731T000000",415000,3,1,1300,7975,"1",0,0,4,7,1300,0,1958,0,"98008",47.611,-122.122,1570,9075 +"8682261190","20150112T000000",550285,2,1.75,1680,4500,"1",0,0,3,8,1680,0,2004,0,"98053",47.7132,-122.032,1670,4500 +"5453700020","20140825T000000",910000,3,2.25,2180,9865,"1",0,0,4,8,1660,520,1966,0,"98040",47.5358,-122.235,2600,10034 +"4139400630","20140529T000000",860000,3,2.5,2770,9136,"2",0,0,3,10,2770,0,1991,0,"98006",47.5605,-122.115,2890,8442 +"9550201495","20141003T000000",765000,3,1.75,2120,5000,"2",0,0,3,7,1980,140,1920,2010,"98103",47.6666,-122.331,2020,5000 +"9808610190","20140509T000000",782000,4,2.5,2830,20345,"2",0,0,3,10,1980,850,1979,0,"98004",47.6462,-122.191,2830,13732 +"7443000514","20150310T000000",525000,3,3.5,1370,1764,"2",0,0,3,8,1180,190,2000,0,"98119",47.6511,-122.368,1400,1398 +"1823099056","20141222T000000",745000,3,2.5,2810,435600,"2",0,0,3,9,2810,0,1995,0,"98045",47.4816,-121.701,2380,92007 +"6055000010","20140725T000000",470000,3,3.5,3520,35512,"2",0,2,3,8,2760,760,2005,0,"98022",47.2416,-121.979,2860,39614 +"3878900225","20140602T000000",345000,3,1.75,1990,5650,"1",0,1,3,7,1320,670,1963,0,"98178",47.5086,-122.252,2130,5650 +"4222700130","20150304T000000",279000,3,2.25,2070,7800,"1",0,0,3,7,1170,900,1964,0,"98003",47.3431,-122.305,1570,8400 +"1124000010","20140711T000000",500000,3,1.5,1320,8100,"1",0,0,4,7,1320,0,1951,0,"98177",47.7194,-122.371,1480,8100 +"0428000225","20140620T000000",237000,3,1,1300,8160,"1",0,0,4,7,1300,0,1960,0,"98056",47.511,-122.172,1290,8970 +"8133300050","20140626T000000",200500,3,1.75,1260,9346,"1",0,0,4,7,1260,0,1963,0,"98030",47.3713,-122.186,1800,9705 +"2423039134","20150324T000000",387500,4,1.75,2400,9900,"1",0,0,3,7,1250,1150,1957,0,"98166",47.4631,-122.362,1960,9900 +"2726049150","20140717T000000",392500,4,2,1950,8040,"1",0,0,3,7,1950,0,1961,0,"98125",47.7074,-122.29,1950,8092 +"8074200080","20150213T000000",305000,3,2,1430,12430,"1",0,0,4,7,1430,0,1957,0,"98056",47.4903,-122.178,1200,8250 +"7856600170","20140924T000000",981000,4,2.5,2110,10100,"1",0,2,3,8,2110,0,1968,2005,"98006",47.567,-122.151,2230,10100 +"8649900440","20141209T000000",680000,4,2.5,2980,8770,"2",0,0,3,10,2980,0,1990,0,"98075",47.5814,-122.029,2940,9238 +"7696630170","20140605T000000",276000,4,2.5,2068,7242,"2",0,0,4,7,2068,0,1976,0,"98001",47.3318,-122.281,1560,7524 +"0226039075","20140506T000000",655500,4,3.5,3380,8330,"2",0,0,3,8,3380,0,2000,0,"98177",47.7741,-122.379,2220,8330 +"3296000170","20141229T000000",555000,5,2.75,2810,13144,"1",0,0,3,8,1440,1370,1964,0,"98007",47.6199,-122.141,2480,13144 +"3223049073","20150413T000000",235000,2,1,930,10505,"1",0,0,3,6,930,0,1930,0,"98148",47.4337,-122.329,1520,8881 +"7300700050","20150219T000000",325000,3,1,1300,8879,"1",0,0,3,7,920,380,1950,0,"98155",47.7465,-122.326,1530,6960 +"9900000190","20141030T000000",268950,3,1,1320,8100,"1",0,0,3,6,880,440,1943,0,"98166",47.4697,-122.351,1000,8100 +"3751600635","20141110T000000",264500,3,1.5,1580,14040,"1",0,0,3,7,1050,530,1980,0,"98001",47.2932,-122.267,2240,12000 +"7575600430","20141110T000000",240000,3,2.5,1620,5250,"2",0,0,3,8,1620,0,1987,0,"98003",47.3538,-122.301,1650,5250 +"3223039109","20150220T000000",819000,3,2.5,2750,226512,"2",0,0,3,9,2750,0,2000,0,"98070",47.4376,-122.456,1250,211266 +"7151700190","20150331T000000",850000,2,1.5,2210,5000,"1",0,2,3,8,1530,680,1951,0,"98122",47.6122,-122.288,2700,5000 +"2076400050","20141022T000000",294950,4,2.25,1740,9600,"1",0,2,3,7,1160,580,1957,0,"98188",47.432,-122.276,1630,9600 +"2162000190","20141215T000000",693000,3,2.25,2120,13644,"2",0,1,4,9,1420,700,1973,0,"98040",47.5574,-122.214,2950,17060 +"5226500250","20141015T000000",478000,4,2.5,2780,7290,"2",0,0,3,8,2780,0,1989,0,"98059",47.509,-122.157,2450,7738 +"1787600294","20150205T000000",222000,2,1,830,6893,"1",0,0,3,7,830,0,1950,0,"98125",47.7234,-122.328,1470,7200 +"6388930170","20150408T000000",635000,4,2.5,2070,11286,"2",0,0,3,8,2070,0,1996,0,"98056",47.5284,-122.173,2440,10826 +"2767704332","20140930T000000",469000,3,3.25,1390,1278,"2",0,0,3,8,1140,250,2005,0,"98107",47.6735,-122.375,1390,1256 +"6699940250","20140725T000000",350000,4,2.5,2610,5866,"2",0,0,3,8,2610,0,2005,0,"98038",47.3441,-122.04,2480,5188 +"8151601190","20141203T000000",180000,5,1,1460,11726,"1.5",0,0,3,6,1290,170,1936,0,"98146",47.5039,-122.361,1460,10450 +"5561000420","20150408T000000",490000,4,2.25,3390,39356,"1",0,0,4,8,1640,1750,1964,0,"98027",47.461,-121.992,2160,38061 +"3797001900","20140922T000000",360000,3,1.5,1360,6000,"1",0,0,3,6,860,500,1911,0,"98103",47.6846,-122.345,1560,3000 +"6641020050","20140618T000000",630000,4,2.5,2807,9430,"2",0,0,3,8,2807,0,1996,0,"98028",47.7449,-122.223,2028,11056 +"3232200095","20150414T000000",615000,4,1,1340,2006,"1.5",0,0,3,7,1340,0,1931,0,"98119",47.6357,-122.373,2040,3625 +"2310000440","20141027T000000",279950,3,2.25,1340,7202,"2",0,0,4,7,1340,0,1989,0,"98038",47.3563,-122.039,1470,7395 +"6414600321","20140611T000000",317000,3,1,1160,8813,"1",0,0,3,7,1160,0,1952,0,"98125",47.7257,-122.329,1200,7615 +"7199320190","20141016T000000",618000,4,2.25,2470,7350,"1",0,0,3,7,1600,870,1978,0,"98052",47.6936,-122.128,1970,7700 +"7922800190","20150311T000000",620000,5,1.75,2000,8713,"1",0,2,3,7,1000,1000,1962,0,"98008",47.5882,-122.117,2040,8449 +"9553200052","20140506T000000",345000,3,1,1110,6250,"1",0,0,3,7,1110,0,1956,0,"98115",47.6977,-122.292,2010,6944 +"4083802425","20141010T000000",608000,3,1.5,2240,3750,"1",0,0,3,7,1220,1020,1952,0,"98103",47.6624,-122.336,1570,3400 +"0984000130","20141223T000000",325000,4,2.25,1920,11603,"2",0,0,4,7,1920,0,1967,0,"98058",47.4315,-122.169,1840,7350 +"2473002500","20141112T000000",475000,3,1.75,2270,13000,"1",0,0,5,8,2270,0,1968,0,"98058",47.4474,-122.144,2440,10000 +"3356403304","20141016T000000",154000,3,3,1530,9997,"1",0,0,3,6,1020,510,1992,0,"98001",47.2861,-122.252,1410,9997 +"8651200080","20140619T000000",1.19e+006,5,3,3330,19126,"2",0,0,4,11,2610,720,1977,0,"98040",47.5485,-122.214,3330,16893 +"1329300480","20141023T000000",376950,4,2.5,2643,5750,"2",0,0,3,8,2643,0,2012,0,"98030",47.3519,-122.173,2406,5772 +"1972201305","20140729T000000",500000,2,2,1250,3360,"1",0,0,3,7,1250,0,1957,0,"98103",47.6526,-122.349,1250,3360 +"0425079001","20150423T000000",499950,3,2.5,3230,129578,"1",0,0,4,8,2100,1130,1964,0,"98014",47.682,-121.913,2760,62059 +"9347900020","20150127T000000",230000,3,1,880,9035,"1",0,0,4,6,880,0,1967,0,"98059",47.476,-122.151,1440,10350 +"1015000050","20150106T000000",652600,4,2.5,2220,5900,"2",0,0,3,8,2220,0,2014,0,"98117",47.6956,-122.36,1620,5900 +"9542802000","20141229T000000",185000,3,1.75,1130,7000,"1",0,0,3,7,1130,0,1978,0,"98023",47.307,-122.372,1830,8880 +"8088600080","20140602T000000",274950,3,1,1450,8820,"1",0,0,3,6,1050,400,1958,0,"98168",47.4698,-122.264,1510,8820 +"5637500250","20150210T000000",447000,2,1,760,6035,"1",0,0,3,6,760,0,1920,0,"98136",47.5443,-122.382,2110,6046 +"0087000213","20140613T000000",129000,2,1,1150,30184,"1",0,0,3,6,1150,0,1950,0,"98055",47.4492,-122.2,1670,19684 +"5104200470","20150325T000000",436000,5,3,2720,9856,"2",0,0,4,8,2720,0,1969,0,"98059",47.4778,-122.146,1420,9685 +"0455000190","20141006T000000",825000,3,1.75,2080,5000,"2",0,0,5,8,2080,0,1906,0,"98103",47.6717,-122.356,1820,5000 +"3356403140","20141010T000000",225000,3,1,1080,16000,"1",0,0,3,6,1080,0,1952,0,"98001",47.2873,-122.251,1610,10007 +"4472000050","20150309T000000",265000,3,2.5,1890,6088,"2",0,0,3,7,1890,0,1996,0,"98002",47.2886,-122.218,1700,6600 +"5350200425","20150309T000000",765000,3,1.5,1500,5111,"2",0,0,5,8,1500,0,1984,0,"98122",47.6118,-122.284,2380,4519 +"3975400190","20141104T000000",509000,4,2,1960,2166,"1.5",0,0,4,7,1260,700,1926,0,"98103",47.6545,-122.344,1670,4000 +"9541600255","20150310T000000",762450,4,1.75,2570,8640,"1",0,0,4,8,2570,0,1958,0,"98005",47.5956,-122.172,2520,8800 +"5538300460","20141210T000000",465000,5,1.5,1830,9000,"1",0,2,3,7,1030,800,1955,0,"98155",47.7488,-122.292,2610,11175 +"7625700305","20140605T000000",564000,3,1.75,1980,6250,"1",0,1,5,7,1090,890,1910,0,"98136",47.554,-122.385,1980,6250 +"2895600420","20150421T000000",384500,2,1,1130,5236,"1",0,0,4,6,1130,0,1942,0,"98146",47.5103,-122.386,1010,5320 +"2320069260","20141027T000000",415000,3,2,2010,33090,"1.5",0,2,5,8,2010,0,1986,0,"98022",47.2133,-122.007,1840,22620 +"7305300470","20141201T000000",345000,2,1.75,1820,8409,"1",0,0,4,6,910,910,1948,0,"98155",47.7538,-122.327,1300,8409 +"9477940440","20140617T000000",465950,4,2.5,2340,6896,"2",0,0,3,7,2340,0,2001,0,"98059",47.4896,-122.14,2950,6775 +"2561340020","20140804T000000",325000,3,1.75,1780,11096,"1",0,0,3,7,1210,570,1979,0,"98074",47.617,-122.051,1780,10640 +"2561340020","20150217T000000",500000,3,1.75,1780,11096,"1",0,0,3,7,1210,570,1979,0,"98074",47.617,-122.051,1780,10640 +"0524069075","20141024T000000",450000,4,2.5,2450,20348,"1",0,0,3,8,1410,1040,1978,0,"98075",47.5887,-122.064,2450,50094 +"2296700050","20141010T000000",475000,4,3,2410,8284,"1",0,0,5,7,1210,1200,1969,0,"98034",47.7202,-122.22,2050,7940 +"4122900190","20140512T000000",1.3464e+006,5,1.75,3380,20021,"1",0,0,4,8,1690,1690,1963,0,"98004",47.6395,-122.211,3260,19809 +"2754700095","20150316T000000",747000,3,1.5,1710,5120,"2",0,0,4,7,1710,0,1920,0,"98115",47.6801,-122.305,1530,5170 +"9265700005","20140822T000000",395000,3,1.75,1740,6220,"1",0,0,4,6,1740,0,1954,0,"98177",47.762,-122.362,1630,8418 +"9826700726","20141006T000000",505000,3,2.5,1995,1483,"3",0,0,3,8,1760,235,2005,0,"98102",47.6025,-122.31,1520,1173 +"0321049193","20141017T000000",215000,3,2,1760,9282,"1",0,0,5,7,1100,660,1947,0,"98001",47.3413,-122.29,1730,7500 +"1923099034","20150116T000000",775000,4,3.5,3970,210830,"2",0,0,3,9,3970,0,2000,0,"98045",47.4614,-121.713,1680,42665 +"4305600250","20141027T000000",540000,4,2.5,3000,5471,"2",0,0,3,8,3000,0,2013,0,"98059",47.4797,-122.126,2730,5471 +"6648100010","20141119T000000",392500,3,1.75,1540,8925,"1",0,0,4,7,1540,0,1957,0,"98133",47.7762,-122.337,1620,10397 +"5536100020","20141215T000000",987000,3,2,2160,15788,"1",0,0,3,8,2160,0,1951,0,"98004",47.6227,-122.207,2260,9787 +"5536100020","20150512T000000",1.19e+006,3,2,2160,15788,"1",0,0,3,8,2160,0,1951,0,"98004",47.6227,-122.207,2260,9787 +"5104450440","20141113T000000",252500,3,2,1810,10684,"2",0,0,3,8,1810,0,1987,0,"98058",47.4619,-122.153,2140,9657 +"7560000050","20150423T000000",730000,3,3.5,2440,3502,"2",0,0,3,7,1970,470,2000,0,"98005",47.589,-122.165,2440,3417 +"7784400130","20140505T000000",497300,6,2.75,3200,9200,"1",0,2,4,8,1600,1600,1953,0,"98146",47.492,-122.364,2220,9500 +"7298900010","20140924T000000",640000,4,2.5,2970,34981,"2",0,0,3,9,2970,0,1998,0,"98077",47.7365,-122.037,3170,30277 +"0259601100","20140513T000000",580000,5,2,2290,7125,"1",0,0,3,7,1190,1100,1964,0,"98008",47.634,-122.119,1460,7920 +"8041100010","20140818T000000",377000,3,1.75,1820,34800,"1",0,0,4,6,1820,0,1967,0,"98027",47.4616,-121.98,2570,52707 +"5318100840","20140606T000000",1.28e+006,4,3.5,3010,3600,"2",0,0,3,9,2370,640,1999,0,"98112",47.6341,-122.284,2650,4200 +"2771101964","20140812T000000",396500,3,1.5,1360,1488,"2",0,0,3,7,1120,240,2003,0,"98199",47.6526,-122.384,1360,1573 +"1560870470","20140731T000000",300000,4,2.5,2080,2999,"2",0,0,3,8,2080,0,1998,0,"98059",47.4909,-122.157,1630,3148 +"1232000950","20150312T000000",532000,3,1,1110,4800,"1.5",0,0,3,7,1110,0,1946,0,"98117",47.6857,-122.378,1510,4320 +"8682261440","20150113T000000",579000,2,1.75,1560,4500,"1",0,0,3,8,1560,0,2004,0,"98053",47.7128,-122.032,1860,4500 +"1370801440","20150325T000000",1.4e+006,4,2.5,3520,7815,"2",0,3,3,10,3140,380,1929,0,"98199",47.6429,-122.412,2790,6644 +"7680400050","20141022T000000",571000,5,1.75,2280,43560,"1",0,1,4,8,1380,900,1949,0,"98166",47.4558,-122.362,1940,17664 +"6928000440","20140718T000000",301950,3,1.75,1370,9288,"1",0,0,4,7,1370,0,1988,0,"98059",47.4824,-122.152,1500,9864 +"3797000290","20140612T000000",660000,3,3,2340,2970,"2",0,0,5,8,2160,180,1925,0,"98103",47.6868,-122.348,1370,4000 +"9264030470","20140611T000000",455000,4,2.5,3170,10688,"2",0,2,3,9,3170,0,2001,0,"98001",47.3179,-122.257,3100,12610 +"6300000396","20141216T000000",375000,3,1.75,1380,5060,"1",0,0,3,7,1380,0,1986,0,"98133",47.7059,-122.341,1030,5060 +"1786700080","20150115T000000",470000,4,2.5,2700,6769,"2",0,0,3,9,2700,0,1999,0,"98042",47.3753,-122.155,2880,7968 +"5116000170","20150331T000000",374990,3,2.5,1300,10484,"2",0,0,3,8,1300,0,1983,0,"98028",47.7768,-122.268,1380,7868 +"8682282210","20150417T000000",541500,2,2.5,1900,3690,"2",0,0,3,8,1900,0,2006,0,"98053",47.7082,-122.019,1900,5153 +"8651611640","20150424T000000",782500,3,2.5,3750,7821,"2",0,0,3,9,3750,0,2001,0,"98074",47.6325,-122.064,3210,8405 +"8946750020","20150507T000000",264000,3,2.25,1552,3677,"2",0,0,3,7,1552,0,2012,0,"98092",47.3205,-122.178,1677,3677 +"1939130420","20140715T000000",640000,4,2.5,2500,7417,"2",0,0,3,9,2500,0,1991,0,"98074",47.6251,-122.026,2770,8188 +"7640400190","20150213T000000",660000,3,2,1770,8141,"1",0,0,5,8,1770,0,1952,0,"98177",47.7232,-122.371,1770,8100 +"4139420430","20140611T000000",1.365e+006,5,3.5,4210,17258,"2",0,3,3,12,4210,0,1995,0,"98006",47.553,-122.114,4630,17909 +"1509500080","20150317T000000",389950,3,2.5,2170,8140,"2",0,0,3,9,2170,0,1994,0,"98030",47.385,-122.169,2390,8100 +"6341000020","20150304T000000",226000,2,1,1510,19874,"1",0,0,3,7,1510,0,1951,0,"98146",47.4924,-122.34,1540,10000 +"1022069071","20140808T000000",390000,3,1.75,1870,40250,"1",0,0,5,7,1870,0,1959,0,"98038",47.4038,-122.036,1870,40250 +"8078400020","20150223T000000",485000,3,2.25,1570,8111,"2",0,0,3,8,1570,0,1984,0,"98074",47.6324,-122.028,1990,7875 +"9113200250","20150413T000000",840000,4,2.5,2480,4602,"2",0,0,3,9,2480,0,2000,0,"98052",47.6835,-122.161,3480,5739 +"1592300010","20140926T000000",600000,5,3.5,3580,21343,"1.5",0,0,4,8,2140,1440,1937,0,"98155",47.7646,-122.302,2430,21343 +"9250900095","20140819T000000",331000,2,1,1480,6210,"1",0,0,3,7,1080,400,1950,0,"98133",47.774,-122.351,1290,7509 +"8815400670","20141016T000000",780000,3,2,2610,6000,"1",0,0,5,7,1310,1300,1941,0,"98115",47.675,-122.289,2330,4800 +"7212680080","20141015T000000",300000,3,1.75,1700,8481,"2",0,0,3,7,1700,0,1993,0,"98003",47.2623,-122.305,1830,6600 +"2968801315","20140917T000000",361810,3,1.75,1240,7620,"1",0,0,3,7,1240,0,1968,2014,"98166",47.4576,-122.348,1150,7620 +"6141100255","20140515T000000",467000,3,1,1660,6582,"1",0,0,5,7,1000,660,1946,0,"98133",47.7169,-122.353,1110,6584 +"8068000440","20141226T000000",399000,3,1.75,1620,10000,"1.5",0,0,5,6,1620,0,1918,0,"98178",47.5091,-122.262,1880,10000 +"7883605900","20141015T000000",315450,3,1.75,1130,7500,"1.5",0,0,4,7,1130,0,1908,0,"98108",47.5254,-122.318,1240,6000 +"9521101315","20150501T000000",600000,3,1,1310,5000,"1.5",0,0,3,7,1310,0,1906,0,"98103",47.6624,-122.347,1530,4800 +"8651442910","20150325T000000",247500,4,2,1710,5200,"1",0,0,4,7,910,800,1977,0,"98042",47.3634,-122.09,1560,5200 +"8113101233","20150130T000000",330000,3,1,2140,5037,"1",0,0,3,7,2140,0,1957,0,"98118",47.5494,-122.274,1630,6054 +"7016200460","20140826T000000",500000,4,2.25,2350,7210,"1.5",0,0,4,7,2350,0,1972,0,"98011",47.7407,-122.183,1930,7519 +"4189800020","20140820T000000",367500,3,1,1570,10050,"1",0,0,3,7,1570,0,1963,0,"98028",47.736,-122.231,2540,9940 +"5506500170","20140912T000000",560000,3,2.5,2780,32880,"1",0,0,3,9,2780,0,1993,0,"98045",47.4798,-121.727,2780,40091 +"5135000170","20140806T000000",655000,4,1.75,2540,7620,"1",0,3,3,8,1320,1220,1948,0,"98116",47.5709,-122.406,2540,8613 +"8155500020","20141018T000000",530000,5,2.75,2500,7140,"1",0,0,4,7,1250,1250,1968,0,"98008",47.6225,-122.108,2230,8400 +"2597501190","20150512T000000",270000,3,2.25,2080,26574,"1",0,2,3,7,1380,700,1993,0,"98002",47.2846,-122.192,1770,8140 +"5288200225","20141125T000000",437500,3,2,1760,2875,"2",0,2,3,7,1290,470,1988,0,"98126",47.5602,-122.378,1760,4830 +"6189200050","20150203T000000",575000,3,1.75,1760,10349,"1",0,0,3,8,1760,0,1957,0,"98005",47.6347,-122.173,1970,10933 +"6664900470","20141107T000000",278000,4,2.5,1940,6887,"2",0,0,3,7,1940,0,1990,0,"98023",47.2911,-122.353,1870,6144 +"7954300460","20140904T000000",568500,4,2.5,3010,6181,"2",0,0,3,9,3010,0,2000,0,"98056",47.5212,-122.192,2960,6515 +"8018600655","20150326T000000",280000,4,3,2460,9606,"1",0,0,3,8,2460,0,2012,0,"98168",47.4889,-122.317,1730,7500 +"2508000020","20140819T000000",250000,2,1,750,6350,"1",0,0,3,5,750,0,1920,0,"98103",47.6938,-122.356,920,6350 +"1424059130","20150318T000000",247500,3,0.75,1300,72309,"1",0,0,3,6,680,620,1950,1987,"98006",47.567,-122.124,3080,8395 +"7856660130","20141204T000000",1.25e+006,5,2.75,3710,13874,"1.5",0,3,4,9,2340,1370,1977,0,"98006",47.5686,-122.154,3370,13874 +"5302400080","20141015T000000",535000,4,2.5,2360,15008,"1",0,0,3,9,1920,440,1986,0,"98028",47.7363,-122.254,2680,15344 +"3026059368","20140711T000000",814842,3,2.5,3190,6899,"2",0,0,3,9,3190,0,2014,0,"98034",47.7153,-122.221,3190,6899 +"3275910020","20150213T000000",340000,4,2.5,2181,5521,"2",0,0,3,8,2181,0,2006,0,"98001",47.3503,-122.291,2333,5143 +"2229900020","20140610T000000",359950,3,1.75,1890,9100,"2",0,0,4,7,1890,0,1952,0,"98133",47.7676,-122.339,1640,9100 +"7748000020","20140621T000000",750000,3,1.75,2610,5544,"1.5",0,0,3,8,1680,930,1934,0,"98117",47.684,-122.376,1330,5074 +"7457000005","20140926T000000",1.22e+006,4,2,3090,8125,"2.5",0,0,5,8,3090,0,1918,0,"98117",47.6851,-122.395,1560,6250 +"9268200285","20140703T000000",370000,2,1,860,5040,"1",0,0,3,7,860,0,1956,0,"98117",47.6977,-122.365,1570,5040 +"1328330780","20150415T000000",329950,3,1,1000,9170,"1",0,0,3,7,1000,0,1980,0,"98058",47.4405,-122.134,1610,9170 +"7806450190","20150102T000000",500000,3,2.5,2760,35171,"2",0,0,3,9,2760,0,1990,0,"98058",47.465,-122.123,2720,35171 +"0626400020","20140918T000000",734000,4,2.5,3490,18521,"2",0,0,4,9,3490,0,1990,0,"98077",47.7406,-122.07,2850,18521 +"5416510920","20140616T000000",385000,4,2.5,2960,5054,"2",0,0,3,9,2960,0,2006,0,"98038",47.3601,-122.035,2960,5000 +"3330500345","20150420T000000",230000,2,1,1280,4635,"1",0,0,3,6,840,440,1917,0,"98118",47.5532,-122.28,1660,6180 +"3885801190","20140730T000000",1.385e+006,4,3.5,3230,7200,"1",0,1,3,10,1640,1590,2000,0,"98033",47.6838,-122.212,2660,7200 +"1035000007","20141218T000000",210000,3,2,1830,4992,"1",0,0,3,7,1230,600,1953,0,"98118",47.5145,-122.27,2050,7740 +"1471701470","20140731T000000",293000,3,1.75,1420,13187,"1",0,0,4,7,1420,0,1974,0,"98059",47.4608,-122.065,1620,13824 +"7519000225","20141030T000000",465000,3,1,1580,3774,"1.5",0,0,3,6,1580,0,1900,0,"98117",47.6839,-122.361,1580,3860 +"1433290010","20150112T000000",449000,3,2.25,1960,44634,"1",0,0,3,7,1130,830,1984,0,"98028",47.7769,-122.253,1970,44634 +"1223049150","20150414T000000",325000,2,1.75,1670,10725,"1",0,0,3,7,1670,0,1965,0,"98178",47.4893,-122.229,1600,10725 +"5198600010","20140819T000000",180000,3,2,1670,7056,"1",0,0,4,7,1670,0,1958,0,"98002",47.3139,-122.212,1330,8415 +"4310703070","20150413T000000",650000,6,3,2960,5000,"1",0,0,3,8,1790,1170,1968,0,"98103",47.6971,-122.341,1280,1251 +"6154900005","20140924T000000",665000,4,2.75,2420,7102,"1",0,0,5,7,1670,750,1946,0,"98177",47.7042,-122.371,1620,7102 +"3541700170","20141017T000000",324450,3,2,1420,16000,"1",0,0,3,7,1420,0,1966,0,"98166",47.478,-122.358,1900,12630 +"0952001495","20150306T000000",588000,4,1.75,2170,5750,"1",0,2,3,7,1370,800,1975,0,"98116",47.5668,-122.383,1450,5750 +"8122600020","20140521T000000",200000,4,1,1310,5200,"1.5",0,0,3,6,1160,150,1945,0,"98126",47.5384,-122.37,1090,5180 +"3579700080","20140905T000000",383000,4,1.75,1830,11090,"1",0,0,3,7,1060,770,1962,0,"98028",47.7333,-122.246,1990,10917 +"2769602140","20141215T000000",499950,3,2,1360,2500,"1",0,0,3,7,730,630,1986,0,"98107",47.6753,-122.363,1630,5000 +"5152920170","20150421T000000",549000,5,2.5,3440,12350,"1",0,2,4,9,1760,1680,1976,0,"98003",47.3427,-122.325,3440,12763 +"3226049530","20150122T000000",465000,5,3,2010,7264,"1",0,0,3,7,1290,720,1990,0,"98103",47.6945,-122.33,1510,7326 +"4017050020","20140814T000000",450000,3,2.5,2450,19744,"2",0,0,3,10,2450,0,1990,0,"98038",47.3746,-122.026,2650,19597 +"3982700250","20150423T000000",799900,4,2.5,3030,7800,"2",0,0,3,9,1580,1450,1991,0,"98033",47.689,-122.196,2840,7435 +"2523069134","20150406T000000",495000,4,2.5,2480,91911,"1",0,2,4,7,1470,1010,1973,0,"98027",47.4579,-121.981,2540,91911 +"7281300010","20140822T000000",1.2e+006,3,3.5,4310,10842,"2",0,2,3,10,3140,1170,1988,0,"98177",47.7735,-122.386,2280,11106 +"3396800280","20150223T000000",637000,4,2.5,2120,15000,"2",0,0,4,8,2120,0,1983,0,"98052",47.7159,-122.1,2170,15000 +"7234600851","20141216T000000",589000,4,1,2210,4366,"2",0,0,3,8,2210,0,1901,0,"98122",47.6105,-122.309,1740,1745 +"7418000020","20140724T000000",305000,3,1.75,1400,10350,"1",0,0,4,7,1400,0,1976,0,"98059",47.479,-122.132,1780,10457 +"7548300170","20150331T000000",600000,4,2.25,2760,5200,"2",0,0,3,7,1790,970,1910,2003,"98144",47.589,-122.313,1310,2059 +"1446300020","20140531T000000",587000,4,2.5,2550,6256,"2",0,0,3,9,2550,0,1992,0,"98072",47.7742,-122.166,2460,8256 +"4385700425","20140505T000000",1.425e+006,2,2.5,2220,4000,"2",0,0,3,9,2220,0,2000,0,"98112",47.6364,-122.28,1870,4000 +"0016000545","20150312T000000",250000,4,1,1320,11212,"1",0,0,5,6,1320,0,1914,0,"98002",47.3098,-122.209,1060,6766 +"7996720050","20150424T000000",515000,3,3,2440,3202,"2",0,0,4,8,1640,800,1982,0,"98133",47.7152,-122.342,2440,3200 +"8691310840","20140509T000000",833000,4,2.75,3780,10308,"2",0,0,3,10,3780,0,1999,0,"98075",47.589,-121.983,3500,10740 +"4309700130","20140604T000000",860000,3,3.25,4720,32467,"2",0,2,3,10,3190,1530,1998,0,"98059",47.508,-122.113,3260,26386 +"5100401060","20140908T000000",550000,4,3,2360,6678,"1",0,0,3,8,1760,600,1949,0,"98115",47.6919,-122.313,1640,6380 +"1180002580","20150319T000000",180000,2,1,890,6000,"1",0,0,2,6,890,0,1919,0,"98178",47.4976,-122.225,1100,6000 +"3379100130","20140618T000000",507000,4,1.75,1770,9375,"1",0,0,4,7,1170,600,1968,0,"98052",47.6935,-122.112,1540,9375 +"8645900080","20140827T000000",427000,3,2,1720,128066,"1",0,0,3,7,1720,0,1994,0,"98027",47.4487,-121.981,2360,111078 +"7569500010","20141120T000000",616950,3,3.5,2490,2722,"2",0,0,3,8,2020,470,1999,0,"98005",47.5893,-122.165,2490,2755 +"8026200080","20140715T000000",372000,4,1.75,1890,10550,"1",0,0,5,7,1010,880,1969,0,"98056",47.5147,-122.193,1930,7291 +"5101404555","20141006T000000",290000,2,1,1020,6380,"1",0,0,3,7,1020,0,1930,1973,"98115",47.6971,-122.317,1380,6380 +"9432900250","20150309T000000",329990,4,2.75,2420,8438,"2",0,0,3,8,2420,0,1997,0,"98022",47.2089,-122.011,2270,8770 +"3995700250","20141013T000000",393500,3,1.75,1600,8156,"1",0,0,5,7,1600,0,1948,0,"98155",47.7397,-122.3,1200,8156 +"2574900080","20140513T000000",1.55e+006,5,3.25,3370,17458,"1",0,2,5,10,2000,1370,1982,0,"98040",47.5591,-122.229,4240,15202 +"8731982630","20140522T000000",240000,4,2.25,1720,8300,"1",0,0,4,8,1720,0,1973,0,"98023",47.3192,-122.385,2010,8000 +"2968800660","20140513T000000",285000,3,1,1090,8640,"1",0,0,4,6,1090,0,1973,0,"98166",47.459,-122.355,1260,8400 +"2872900010","20150414T000000",382500,3,1.5,1090,9862,"1",0,0,3,8,1090,0,1987,0,"98074",47.6256,-122.036,1710,9862 +"1118000080","20150331T000000",1.925e+006,4,3.75,3600,16101,"1",0,0,3,9,3600,0,1951,0,"98112",47.6308,-122.287,3650,9506 +"8923600185","20140829T000000",800000,3,2.5,2760,9471,"1",0,2,3,8,1760,1000,1956,0,"98115",47.676,-122.272,3040,6765 +"1725059252","20150402T000000",550000,4,3.5,2770,24140,"2",0,0,3,8,2770,0,1967,0,"98033",47.6585,-122.186,1720,16011 +"3818700190","20141215T000000",387846,4,1.75,2520,15205,"1",0,0,4,7,2040,480,1954,0,"98028",47.7642,-122.264,1680,10000 +"5125400305","20140821T000000",367500,4,2,1960,16015,"1",0,0,3,7,1960,0,1980,0,"98002",47.33,-122.22,1960,16015 +"4232400010","20140804T000000",780500,5,1,1760,4264,"2",0,0,3,8,1760,0,1902,0,"98112",47.6246,-122.312,2130,4264 +"5100402606","20150505T000000",680000,3,1.75,1090,6775,"1",0,0,4,7,850,240,1950,0,"98115",47.6934,-122.321,1580,5760 +"3876300080","20141224T000000",434400,5,1.75,1960,7875,"1",0,0,4,7,1960,0,1968,0,"98034",47.7256,-122.18,1800,7764 +"1246700050","20140612T000000",370000,2,1,1220,17172,"1",0,0,4,6,1220,0,1947,0,"98033",47.6934,-122.163,1510,12915 +"1837010010","20150313T000000",465000,3,1.75,1730,8073,"1",0,0,3,8,1350,380,1971,0,"98177",47.7694,-122.367,2500,8073 +"1328320280","20150327T000000",323000,3,2,1830,6925,"1",0,0,4,8,1830,0,1979,0,"98058",47.4445,-122.123,2010,7350 +"5468760050","20150105T000000",270000,4,2.5,1600,9921,"2",0,0,3,7,1600,0,2009,0,"98042",47.3678,-122.124,2140,5806 +"5556300114","20141219T000000",1.32e+006,3,1.75,2040,42693,"1",0,2,3,10,2040,0,1980,0,"98052",47.6479,-122.12,2640,11957 +"2316800020","20140627T000000",560000,4,2.5,2710,6583,"2",0,0,3,9,2710,0,2003,0,"98059",47.4922,-122.141,2710,6583 +"7133300675","20150428T000000",450000,3,1,1140,4500,"1",0,0,3,6,840,300,1907,0,"98144",47.5897,-122.314,1150,3000 +"0751000020","20140626T000000",290000,2,1,930,7740,"1",0,0,3,6,930,0,1924,0,"98125",47.7091,-122.292,1250,7740 +"3578400670","20140924T000000",354000,3,2,1010,21340,"1",0,0,3,8,1010,0,1980,0,"98074",47.6223,-122.043,1700,13045 +"2767603890","20150304T000000",705000,5,3,2380,5000,"2",0,0,5,7,2380,0,1909,0,"98107",47.6722,-122.389,1800,4650 +"9477000190","20140808T000000",445000,3,2.25,1860,7200,"1",0,0,4,7,1240,620,1977,0,"98034",47.7332,-122.192,1560,7630 +"2268000500","20140721T000000",229900,3,1,1440,11925,"1",0,0,3,7,1440,0,1968,0,"98003",47.2738,-122.3,1440,10425 +"7202271060","20150310T000000",610000,4,2.5,2980,5896,"2",0,0,3,8,2980,0,2001,0,"98053",47.6872,-122.036,2900,5712 +"7852020080","20141210T000000",535000,3,3.25,2670,5108,"2",0,2,3,9,2670,0,2000,0,"98065",47.5342,-121.866,2670,6500 +"3298400470","20150204T000000",437400,3,1.75,2150,8925,"1",0,0,4,7,2150,0,1960,0,"98008",47.6253,-122.119,1100,7875 +"8854000010","20140812T000000",540000,5,2.75,3160,10059,"2",0,0,3,10,1740,1420,1978,0,"98011",47.7477,-122.217,3120,11557 +"1624059093","20140630T000000",570000,3,2,1890,29185,"1",0,0,3,7,1470,420,1949,2013,"98006",47.5621,-122.168,2580,11600 +"8564950280","20141009T000000",533000,3,2.5,2810,4607,"2",0,0,3,8,2810,0,2004,0,"98011",47.7735,-122.227,2540,4871 +"7853230460","20150403T000000",555000,3,2.5,2690,4819,"2",0,0,3,7,2690,0,2004,0,"98065",47.5302,-121.849,2360,4829 +"1796350080","20140623T000000",239950,3,1.75,1230,9600,"1",0,0,4,7,1230,0,1984,0,"98042",47.3675,-122.095,1330,8250 +"9477200460","20150108T000000",350000,3,1,950,9451,"1",0,0,4,7,950,0,1977,0,"98034",47.7308,-122.19,1480,8352 +"7972601995","20140616T000000",245000,2,1,1200,4880,"1",0,0,3,6,980,220,1943,0,"98106",47.5276,-122.346,1040,4880 +"1454100440","20140605T000000",456000,4,1.75,1670,9886,"1",0,0,5,7,1670,0,1947,0,"98125",47.7249,-122.287,2590,9997 +"2558690130","20140813T000000",465000,4,2.25,2140,7701,"1",0,0,4,7,1470,670,1977,0,"98034",47.7213,-122.171,2130,8050 +"8682310470","20150107T000000",445000,2,1.75,1440,4660,"1",0,2,3,8,1440,0,2008,0,"98053",47.7092,-122.015,1680,4989 +"3876000440","20140728T000000",517850,5,2.75,3050,7500,"1",0,0,4,8,1800,1250,1966,0,"98034",47.7249,-122.187,2060,7848 +"4137070440","20140930T000000",329000,5,2.75,2570,7260,"2",0,0,3,8,2570,0,1996,0,"98092",47.2622,-122.212,2200,7421 +"2391602500","20140515T000000",512500,3,2.5,1840,2875,"2",0,0,4,7,1840,0,1997,0,"98116",47.562,-122.393,1240,5750 +"8632100010","20140604T000000",365000,2,1,1250,8100,"1",0,0,4,7,1250,0,1947,0,"98125",47.7294,-122.329,1710,8100 +"3034200426","20150320T000000",450500,3,1,1410,9384,"1",0,0,3,7,1410,0,1948,0,"98133",47.7161,-122.33,1990,9384 +"5078400190","20141016T000000",915000,3,1,1560,8232,"1",0,0,3,7,1560,0,1952,0,"98004",47.623,-122.205,1930,8286 +"1450100420","20140620T000000",205000,3,1,960,7314,"1",0,0,5,6,960,0,1960,0,"98002",47.2891,-122.221,990,7314 +"1853500290","20140811T000000",314000,4,2.5,1870,8449,"2",0,0,3,8,1870,0,1992,0,"98188",47.4435,-122.274,2160,8113 +"8133700020","20140702T000000",496000,2,1,900,9260,"1",0,0,3,7,900,0,1946,0,"98107",47.6695,-122.36,1230,6913 +"0723059073","20150416T000000",329950,4,1,2050,7590,"1",0,0,3,7,1280,770,1957,0,"98178",47.4916,-122.224,2050,7800 +"2374200005","20140616T000000",375000,4,2,2400,6000,"2",0,0,3,6,2400,0,1913,1945,"98011",47.7607,-122.209,1780,8732 +"7420200050","20140620T000000",623000,3,2.5,1850,7777,"2",0,0,5,8,1850,0,1989,0,"98033",47.6908,-122.169,1850,8482 +"7211350130","20140619T000000",310000,4,1.5,1220,9600,"1",0,0,3,6,1220,0,1980,0,"98014",47.6462,-121.909,1180,9000 +"7802900500","20150304T000000",532500,3,3.25,3140,37120,"1",0,0,3,9,1760,1380,1984,0,"98065",47.5244,-121.842,2100,13500 +"8081900101","20140528T000000",960000,4,2.25,2410,4560,"2",0,2,5,9,1800,610,1929,0,"98117",47.6796,-122.402,2150,5100 +"9510300130","20140628T000000",598000,4,2.5,3130,40918,"2",0,0,3,9,3130,0,1994,0,"98045",47.4761,-121.723,2760,35440 +"8582010290","20140814T000000",683000,3,2.5,2300,9218,"2",0,2,3,9,2300,0,1998,0,"98027",47.5504,-122.077,2730,9930 +"4023500352","20150217T000000",425000,5,2.5,2840,9425,"1",0,0,4,7,1590,1250,1962,0,"98155",47.7609,-122.297,1900,11600 +"9482700440","20140506T000000",533000,5,2.75,1800,3780,"1.5",0,0,3,7,1400,400,1926,0,"98103",47.6831,-122.343,1400,3780 +"6117502455","20140513T000000",375000,3,1,1190,9486,"1",0,0,4,7,1190,0,1953,0,"98166",47.4319,-122.339,2100,10400 +"2791500020","20140604T000000",250500,3,2,1710,7225,"2",0,0,4,7,1710,0,1988,0,"98023",47.2917,-122.373,1710,7225 +"5643600351","20140806T000000",257000,4,1.75,1900,22896,"1.5",0,0,3,7,1360,540,1922,1990,"98010",47.3102,-122.023,1300,8960 +"4059400585","20140624T000000",218000,3,1,880,18205,"1",0,0,4,6,880,0,1945,0,"98178",47.5013,-122.244,1110,16115 +"9285800585","20140611T000000",460000,3,2,2060,4437,"1",0,0,3,7,1030,1030,1929,0,"98126",47.5705,-122.376,1750,4452 +"5727500561","20150414T000000",255544,3,1,1360,6186,"1.5",0,0,4,6,760,600,1941,0,"98133",47.7503,-122.334,1610,7453 +"8682310430","20140914T000000",560000,2,2,1680,4647,"1",0,0,3,8,1680,0,2008,0,"98053",47.7088,-122.015,1680,4950 +"3782760170","20150211T000000",480000,4,2.5,2980,4074,"2",0,0,3,8,2980,0,2011,0,"98019",47.734,-121.965,2320,4255 +"1925059073","20141010T000000",1.3e+006,5,1.75,2130,19180,"1",0,0,3,8,1500,630,1968,0,"98004",47.638,-122.213,3650,19180 +"6891800500","20150426T000000",580000,3,2.75,2650,9752,"1",0,0,3,9,2650,0,1989,0,"98028",47.768,-122.259,3030,9910 +"4319200605","20140628T000000",475000,3,2.5,1700,9100,"1",0,0,3,8,1160,540,1998,0,"98126",47.5369,-122.378,1590,8374 +"6117500460","20140630T000000",1.3095e+006,4,2.5,2680,12215,"1",1,4,3,9,1590,1090,1956,0,"98166",47.4396,-122.353,2960,19964 +"0522079022","20150327T000000",700000,3,2.5,2530,623779,"1",0,0,4,8,2530,0,1980,0,"98038",47.4188,-121.949,2120,100623 +"3066410080","20140917T000000",590000,3,2.5,2520,10223,"2",0,0,3,10,2520,0,1988,0,"98074",47.631,-122.042,2630,10091 +"4137000280","20150222T000000",264500,3,2.5,1630,8346,"1",0,0,3,8,1630,0,1990,0,"98092",47.2622,-122.219,2110,8619 +"2767600920","20141027T000000",465000,2,1,730,2600,"1",0,0,4,6,730,0,1918,0,"98107",47.6751,-122.379,1480,3900 +"7972601680","20150323T000000",290000,3,1,910,7620,"1",0,2,3,7,910,0,1971,0,"98106",47.5278,-122.343,1660,7620 +"1725059136","20141121T000000",1.815e+006,4,4.5,4510,12873,"2",0,2,3,12,4510,0,1998,0,"98033",47.6491,-122.201,2200,8528 +"4037000080","20140615T000000",416000,3,1,1110,12150,"1",0,0,4,7,1110,0,1957,0,"98008",47.6034,-122.122,1490,8200 +"3580900290","20150128T000000",360000,4,2,1450,8940,"1",0,0,3,7,1450,0,1962,0,"98034",47.7304,-122.24,1310,8914 +"7527410080","20140602T000000",585083,5,2.75,2910,36250,"1",0,0,3,8,1590,1320,1977,0,"98075",47.5916,-122.076,2910,37376 +"2653000005","20140512T000000",840000,4,2.75,2600,2750,"1.5",0,0,3,7,1620,980,1936,0,"98119",47.6413,-122.357,1960,3705 +"3028200080","20150324T000000",81000,2,1,730,9975,"1",0,0,1,5,730,0,1943,0,"98168",47.4808,-122.315,860,9000 +"4218400005","20150130T000000",1.285e+006,3,2.25,2440,9200,"1",0,1,4,8,2440,0,1950,0,"98105",47.6629,-122.269,2750,6211 +"4058802335","20141125T000000",326000,4,1.75,2290,7380,"1",0,0,3,7,1390,900,1963,0,"98178",47.5034,-122.245,1170,7381 +"2487200680","20150224T000000",447000,2,1,720,7500,"1",0,2,3,6,720,0,1925,0,"98136",47.5185,-122.392,1390,5000 +"1950900005","20141003T000000",185000,3,1,940,7125,"1.5",0,0,4,7,940,0,1958,0,"98032",47.3756,-122.297,1170,7125 +"6647400250","20140723T000000",439950,3,2.5,1540,7773,"2",0,0,4,8,1540,0,1982,0,"98034",47.722,-122.194,1630,7340 +"9407000920","20141001T000000",234000,3,1.5,1140,10300,"1.5",0,0,4,6,1140,0,1967,0,"98045",47.4452,-121.77,1250,9975 +"8617000020","20141231T000000",485000,4,2.5,2100,8886,"2",0,0,4,7,2100,0,1964,0,"98007",47.5947,-122.134,1840,9058 +"1193000190","20140715T000000",750000,4,1.75,2670,6250,"2",0,0,4,8,2020,650,1941,0,"98199",47.6499,-122.391,1820,6250 +"7443000480","20150507T000000",865000,4,2,2750,5527,"2",0,0,3,8,2130,620,1901,1987,"98119",47.6513,-122.368,1290,1764 +"2557000380","20140618T000000",287500,4,2.5,2570,9000,"1",0,0,4,8,1590,980,1979,0,"98023",47.2986,-122.372,2120,8571 +"4450700010","20140708T000000",375000,3,1.75,1660,9673,"1",0,0,3,7,1130,530,1976,0,"98072",47.7628,-122.162,1260,9681 +"1236300307","20140905T000000",565000,3,2.25,1700,8800,"1",0,0,5,7,850,850,1969,0,"98033",47.6863,-122.189,2180,8960 +"3422059249","20150219T000000",260000,4,3,1530,8306,"2",0,0,3,7,1530,0,2010,0,"98042",47.3528,-122.146,1930,6925 +"9476200290","20141017T000000",190000,3,1,1260,10900,"1",0,0,4,6,1260,0,1943,0,"98056",47.491,-122.188,1090,8137 +"3812400898","20140909T000000",399950,5,2,2760,6420,"1",0,0,5,7,1380,1380,1964,0,"98118",47.5396,-122.276,1400,7112 +"5422420470","20150326T000000",275000,3,2.5,1830,7062,"2",0,0,3,7,1830,0,1990,0,"98023",47.2895,-122.352,1820,6434 +"2492200280","20141202T000000",528000,3,2.75,2160,4086,"1",0,0,3,7,1380,780,1987,0,"98126",47.5352,-122.38,1300,4080 +"4331000130","20141017T000000",315000,3,2,1770,9685,"1",0,0,3,5,1770,0,1948,0,"98166",47.4753,-122.342,1520,11122 +"6073500190","20140821T000000",614306,2,2.25,2210,5500,"1",0,0,4,8,1410,800,1968,0,"98117",47.697,-122.39,2140,6600 +"9522300010","20150331T000000",1.49e+006,3,3.5,4560,14608,"2",0,2,3,12,4560,0,1990,0,"98034",47.6995,-122.228,4050,14226 +"3629910470","20140729T000000",590000,3,2.5,2110,3870,"2",0,0,3,9,2110,0,2004,0,"98029",47.5513,-121.994,2300,3870 +"1250200285","20150317T000000",261500,3,1,1130,3600,"1",0,0,3,6,1130,0,1908,0,"98144",47.5978,-122.299,1710,2231 +"1509700050","20140523T000000",300000,4,2.5,1960,9898,"2",0,0,3,8,1960,0,2001,0,"98030",47.3834,-122.168,2130,7662 +"2045800006","20140904T000000",439000,3,2.25,2230,4551,"1.5",0,2,5,8,1450,780,1928,0,"98178",47.5078,-122.236,2060,7200 +"2171400199","20140904T000000",277554,5,2.25,2350,13000,"1",0,0,3,7,2350,0,1961,0,"98178",47.4939,-122.256,1570,11440 +"2123049502","20140623T000000",215000,3,2,1340,8505,"1",0,0,3,6,1340,0,1931,0,"98168",47.4727,-122.297,1370,9000 +"0284000095","20140922T000000",1.2e+006,2,2.25,2160,17861,"2",1,4,4,9,2160,0,1956,0,"98146",47.502,-122.385,2660,18530 +"5652600427","20150224T000000",420000,4,2,1700,6375,"1",0,0,4,7,850,850,1950,0,"98115",47.6973,-122.295,1470,8360 +"7202330470","20150408T000000",485000,3,2.5,1650,3436,"2",0,0,3,7,1650,0,2003,0,"98053",47.6819,-122.036,1680,3446 +"6131600255","20141222T000000",202500,3,2,1540,8316,"1",0,0,5,6,1540,0,1954,0,"98002",47.323,-122.216,1250,8316 +"7853301660","20150223T000000",710000,5,3.25,3920,8572,"2",0,0,3,9,3920,0,2007,0,"98065",47.5427,-121.887,3335,7258 +"9211010440","20150430T000000",535000,4,2.5,3250,6933,"2",0,0,3,8,3250,0,2009,0,"98059",47.4956,-122.151,3030,5308 +"1423900080","20141218T000000",260000,4,1.75,1360,7700,"1",0,0,4,7,1360,0,1966,0,"98058",47.4558,-122.177,1321,7756 +"2215901190","20140528T000000",254000,3,2,1480,7480,"1",0,0,4,7,1480,0,1992,0,"98038",47.3542,-122.055,1680,7146 +"0251100020","20140521T000000",600000,4,2.5,2360,5226,"2",0,0,3,8,2360,0,2001,0,"98034",47.712,-122.229,2440,5156 +"3395041206","20140925T000000",285000,3,2.5,1800,2516,"2",0,0,3,7,1800,0,2001,0,"98108",47.5401,-122.293,1800,2562 +"0224069169","20141023T000000",800000,4,3.75,2540,20662,"2",0,0,3,10,2540,0,1998,0,"98075",47.5882,-122.01,2490,37731 +"3365901435","20140623T000000",165000,3,1,1200,13100,"1",0,0,3,6,1200,0,1943,0,"98168",47.475,-122.258,1960,11285 +"7689600630","20141106T000000",216500,2,1,710,6960,"1",0,0,4,6,710,0,1943,0,"98178",47.4886,-122.246,940,7680 +"3158500290","20140919T000000",387990,4,2.5,2640,5595,"2",0,0,3,8,2640,0,2011,0,"98038",47.3551,-122.054,1840,5011 +"7189800095","20141104T000000",500000,4,2.5,3010,5040,"2",0,0,3,8,3010,0,2006,0,"98133",47.709,-122.35,1090,5040 +"7202270440","20141023T000000",650000,4,2.5,2770,5612,"2",0,0,3,7,2770,0,2001,0,"98053",47.686,-122.036,2770,5177 +"3501600114","20140619T000000",646000,4,2.5,2310,4079,"2",0,0,3,8,2310,0,2008,0,"98117",47.6937,-122.361,1220,4800 +"8097000250","20150130T000000",323400,4,3,2060,9138,"1",0,0,3,8,1430,630,1992,0,"98092",47.321,-122.185,2250,7820 +"9542830430","20140806T000000",300000,3,2.5,1880,4200,"2",0,0,3,7,1880,0,2007,0,"98038",47.366,-122.017,2090,4200 +"6012500170","20141007T000000",712500,5,2,2280,5400,"1.5",0,0,4,7,1340,940,1947,0,"98105",47.6674,-122.279,1770,5000 +"7217400895","20140609T000000",550000,3,1.75,1380,3402,"1.5",0,0,3,7,1380,0,1900,2000,"98122",47.6109,-122.302,1500,5496 +"2651100050","20150217T000000",400000,3,1,1180,7537,"1",0,0,3,7,1180,0,1969,0,"98034",47.7233,-122.221,1220,7425 +"2212200050","20141028T000000",255000,4,1.75,1650,7200,"1",0,0,3,7,1100,550,1977,0,"98031",47.3944,-122.187,1620,7374 +"7922900460","20141205T000000",660000,3,1.75,2030,9032,"2",0,2,4,7,2030,0,1963,0,"98008",47.586,-122.117,2350,8937 +"8925100440","20150323T000000",925000,4,2.25,2110,6375,"1",0,2,4,8,1600,510,1941,0,"98115",47.6819,-122.272,2760,6375 +"0259800680","20140805T000000",534000,4,2.25,2130,7210,"1",0,0,5,7,1330,800,1965,0,"98008",47.629,-122.117,1310,7896 +"0271200130","20141119T000000",215000,3,1,1690,7700,"1",0,0,4,7,1690,0,1969,0,"98003",47.3444,-122.304,1590,7700 +"3760500280","20141014T000000",1.95e+006,3,2.5,2510,12779,"1.5",0,4,3,10,2510,0,1968,0,"98034",47.6982,-122.231,2810,12225 +"5315100277","20140513T000000",1.4e+006,5,4.25,3530,7924,"2",0,0,3,10,3530,0,2001,0,"98040",47.5894,-122.243,1750,9226 +"9265410010","20150203T000000",212000,3,1.75,1470,8350,"1",0,0,3,7,1470,0,1990,0,"98001",47.2587,-122.253,1590,8182 +"8731800840","20140619T000000",265000,3,1.75,1840,7300,"1",0,0,3,8,1840,0,1966,0,"98023",47.3122,-122.369,1920,8010 +"7579200715","20141205T000000",400000,3,1.75,1860,5750,"1.5",0,0,5,6,1300,560,1918,0,"98116",47.5586,-122.383,1550,5750 +"9485300010","20150213T000000",311500,4,2.5,1940,10133,"2",0,0,3,8,1940,0,1992,0,"98031",47.3877,-122.171,1940,7265 +"1652500010","20150326T000000",2.328e+006,4,3.5,4420,20759,"2",0,0,3,11,4420,0,2003,0,"98004",47.6354,-122.221,3020,20666 +"4059400190","20141017T000000",225000,2,1,800,6050,"1",0,0,4,6,800,0,1944,0,"98178",47.5001,-122.242,880,6050 +"8965510190","20140610T000000",1.25e+006,4,2.5,3700,21755,"1",0,4,3,11,2620,1080,1988,0,"98006",47.5662,-122.108,3480,13786 +"7100000250","20150211T000000",380000,3,1,1400,8710,"1",0,0,4,7,1400,0,1948,0,"98146",47.5066,-122.377,1460,8710 +"2541100010","20140708T000000",600000,4,2.5,2250,11370,"2",0,0,3,8,2250,0,1991,0,"98034",47.7115,-122.239,2190,9611 +"7732410130","20140521T000000",600000,3,2.25,2230,9053,"2",0,0,4,9,2230,0,1987,0,"98007",47.6594,-122.144,2390,8038 +"7889600285","20141218T000000",315000,3,2.5,1950,3000,"2",0,0,3,7,1950,0,2001,0,"98146",47.4938,-122.337,1620,6000 +"1556200005","20140603T000000",847000,5,1,2550,4623,"2.5",0,0,4,9,2550,0,1905,0,"98122",47.6092,-122.294,1570,3875 +"8691310980","20150409T000000",730000,4,2.5,2750,10351,"2",0,0,3,10,2750,0,1998,0,"98075",47.5894,-121.98,3370,10351 +"1561600095","20140514T000000",1.058e+006,4,2,2290,11137,"1",0,0,4,8,2290,0,1955,0,"98004",47.5887,-122.201,2300,10463 +"3025300250","20150513T000000",1.62e+006,4,2.25,2350,17709,"2",0,0,4,9,2350,0,1977,0,"98039",47.6232,-122.236,3360,19855 +"5297200089","20150415T000000",664000,2,1.75,1720,5785,"1",0,0,3,6,860,860,1948,2002,"98118",47.5554,-122.274,1680,5184 +"3303860630","20150427T000000",454450,4,3,2810,6000,"2",0,0,3,9,2810,0,2007,0,"98038",47.3689,-122.057,2790,6000 +"6430500086","20150116T000000",341000,3,1,940,4200,"1",0,0,3,7,940,0,1955,0,"98103",47.6878,-122.35,1380,4080 +"4025300285","20141029T000000",276693,4,1,1190,8875,"1.5",0,0,4,7,1190,0,1946,0,"98155",47.7487,-122.303,1190,8875 +"0923049400","20141119T000000",185000,2,1,1390,11340,"1",0,0,4,7,1390,0,1969,0,"98168",47.4969,-122.3,1200,10224 +"5466300130","20140917T000000",160000,2,2.5,1660,2258,"2",0,0,3,7,1660,0,1981,0,"98042",47.3793,-122.146,1740,2390 +"4136900250","20140602T000000",270000,4,2.5,1920,8497,"2",0,0,3,8,1920,0,1998,0,"98092",47.2608,-122.209,1940,8436 +"7635800313","20140718T000000",300000,4,1.5,1460,8760,"1",0,0,3,7,1460,0,1958,0,"98166",47.4698,-122.36,1610,9375 +"2938100005","20140829T000000",264950,3,1.5,1370,10115,"1",0,0,4,7,1370,0,1957,0,"98022",47.2027,-122,1450,9282 +"0796000235","20150401T000000",209950,2,1,1050,6250,"1",0,0,4,6,840,210,1943,0,"98168",47.5024,-122.333,1310,12500 +"8682280170","20150330T000000",850000,3,2.5,3360,8708,"2",0,0,3,9,3360,0,2006,0,"98053",47.7037,-122.016,1810,4764 +"7504110780","20140516T000000",645000,4,2.5,3160,11380,"2",0,0,3,9,3160,0,1983,0,"98074",47.6318,-122.039,2970,10385 +"1445500010","20150113T000000",855000,4,2.25,2480,36974,"2",0,0,4,9,2480,0,1973,0,"98005",47.6441,-122.154,3160,35070 +"7574910420","20141201T000000",632500,4,1.5,2720,37258,"2",0,0,3,10,2720,0,1994,0,"98077",47.7402,-122.035,3270,39714 +"2115720130","20140821T000000",289950,3,2.5,2070,5013,"2",0,0,3,8,2070,0,1987,0,"98023",47.3202,-122.395,1670,5013 +"3586500630","20140924T000000",850000,2,1.75,2170,25732,"1",0,2,4,8,2170,0,1952,0,"98177",47.7542,-122.372,3020,23135 +"9475960050","20140620T000000",565000,4,2.75,3260,4900,"2",0,0,3,9,3260,0,2013,0,"98059",47.4812,-122.123,3260,6132 +"7527000020","20150425T000000",792000,3,2.5,2250,19270,"2",0,0,3,8,2250,0,1999,0,"98074",47.6569,-122.088,2940,19541 +"3668000500","20141222T000000",260000,3,2.25,1950,9600,"1",0,0,4,7,1200,750,1987,0,"98092",47.2762,-122.148,1760,8850 +"1549500585","20150427T000000",585000,3,2,2220,209523,"1",0,0,3,7,2220,0,1991,0,"98019",47.7586,-121.911,1600,210830 +"8898700680","20140730T000000",295500,3,1.75,1330,10523,"1",0,0,3,7,1000,330,1981,0,"98055",47.4605,-122.206,1320,8775 +"6163901061","20141211T000000",329000,4,2,1190,7877,"1.5",0,0,5,7,1190,0,1946,0,"98155",47.7538,-122.322,1480,9975 +"7855600080","20150330T000000",750000,3,1.75,2770,15232,"1",0,0,3,8,1570,1200,1976,0,"98006",47.5706,-122.16,2340,11400 +"4024100807","20150225T000000",495000,4,2.5,2310,7555,"2",0,0,3,9,2310,0,1997,0,"98155",47.7544,-122.303,1980,8416 +"5037300130","20150504T000000",672500,3,1.75,1580,5750,"1",0,2,4,8,1330,250,1947,0,"98199",47.6339,-122.392,2480,5750 +"3528900086","20140508T000000",1.307e+006,5,3.25,2800,3200,"1.5",0,0,5,10,1910,890,1932,2002,"98109",47.6421,-122.35,2450,3500 +"1552520010","20140801T000000",405000,3,2.5,1500,9636,"2",0,0,3,7,1500,0,1994,0,"98011",47.75,-122.176,1700,9656 +"5113400168","20150116T000000",620000,3,1.75,2140,5808,"1",0,1,3,7,1070,1070,1947,0,"98119",47.6435,-122.373,1930,5808 +"9346900170","20140922T000000",615000,4,2.25,2330,7020,"1",0,0,4,8,1450,880,1973,0,"98006",47.562,-122.139,2330,8500 +"3999300080","20140904T000000",887000,6,2.25,3830,11180,"1",0,2,5,9,2440,1390,1962,0,"98008",47.5849,-122.113,2500,10400 +"0472000895","20140922T000000",1.057e+006,4,2.75,4510,5000,"2.5",0,2,3,8,3270,1240,1941,2000,"98117",47.6852,-122.4,2010,5000 +"0687600010","20140805T000000",753000,4,1.75,2160,39430,"1",0,0,4,8,1660,500,1974,0,"98005",47.6378,-122.185,2430,35329 +"1130000005","20140715T000000",1.6e+006,3,2.25,3170,5000,"2",0,0,5,10,2230,940,1975,0,"98102",47.6349,-122.318,3170,5400 +"7397300170","20140530T000000",3.71e+006,4,3.5,5550,28078,"2",0,2,4,12,3350,2200,2000,0,"98039",47.6395,-122.234,2980,19602 +"1077100020","20141231T000000",365000,3,1.5,1520,8519,"1",0,0,3,7,1520,0,1954,0,"98133",47.7712,-122.339,1570,9000 +"7856570190","20140822T000000",870000,4,2.75,3410,23000,"2",0,0,4,10,3410,0,1982,0,"98006",47.5559,-122.149,2490,15512 +"5104510010","20140701T000000",321000,4,2.5,1830,9601,"2",0,0,3,7,1830,0,2003,0,"98038",47.3541,-122.015,1830,5892 +"2895550050","20150507T000000",280000,3,2.5,1550,4486,"2",0,0,3,7,1550,0,2000,0,"98001",47.3299,-122.269,1700,4487 +"4142450480","20140703T000000",288000,3,2.5,1520,3593,"2",0,0,3,7,1520,0,2004,0,"98038",47.3842,-122.042,1610,3612 +"5559200020","20150227T000000",248500,3,2,1240,12285,"1",0,0,3,7,620,620,1939,1991,"98023",47.3219,-122.341,1560,11564 +"5381000352","20140622T000000",330000,4,2.5,2380,13550,"2",0,0,3,7,2380,0,1999,0,"98188",47.4486,-122.288,1230,9450 +"2474300050","20140722T000000",740000,5,3.5,2720,11454,"2",0,0,3,9,1830,890,1988,0,"98052",47.6466,-122.119,2920,11310 +"7787110680","20140923T000000",445000,3,2.5,2210,8010,"2",0,0,3,8,2210,0,1998,0,"98045",47.4845,-121.775,2430,9600 +"1788700185","20150306T000000",198500,2,1,1050,9600,"1",0,0,4,6,1050,0,1959,0,"98023",47.3274,-122.346,990,8880 +"2887950020","20140625T000000",280000,7,2.5,1940,5458,"2",0,0,3,7,1940,0,1994,0,"98092",47.3191,-122.177,1710,5688 +"8835210480","20140710T000000",336500,3,2.25,1420,3433,"2",0,0,4,7,1420,0,1981,0,"98034",47.7245,-122.163,1150,3432 +"0844000225","20150211T000000",267000,3,2.5,1690,10336,"2",0,0,4,7,1690,0,1989,0,"98010",47.311,-122.003,1580,7700 +"1771000430","20140502T000000",315000,3,1,1160,9180,"1",0,0,3,7,1160,0,1968,0,"98077",47.7427,-122.072,1160,10282 +"8078430480","20140806T000000",545000,4,2.5,2040,7412,"2",0,0,3,8,2040,0,1988,0,"98074",47.6347,-122.026,2050,7830 +"8001450170","20140804T000000",274950,3,1.75,1840,16679,"1",0,0,3,8,1840,0,1989,0,"98001",47.3207,-122.275,1910,15571 +"8924100430","20141224T000000",500000,2,1,1440,7130,"1",0,2,3,7,1210,230,1948,0,"98115",47.6778,-122.267,1970,7130 +"7418700050","20140528T000000",299000,3,1,1390,9624,"1.5",0,0,4,7,1390,0,1954,0,"98155",47.7758,-122.301,1440,9624 +"3630020430","20150505T000000",420000,3,2.5,1470,1445,"2",0,0,3,8,1160,310,2005,0,"98029",47.5468,-121.998,1470,1525 +"1972200725","20150407T000000",620000,3,2.5,1776,1248,"3",0,0,3,8,1604,172,2006,0,"98103",47.6539,-122.352,1780,1248 +"0267000170","20141210T000000",575950,3,2.25,1640,12000,"1",0,0,3,7,1180,460,1967,0,"98008",47.6252,-122.104,1620,12000 +"8961980290","20140904T000000",666500,4,2.5,2860,6600,"2",0,0,3,9,2860,0,2000,0,"98074",47.6067,-122.017,2790,6723 +"1551500130","20140522T000000",180000,4,1.5,1740,7292,"1",0,0,3,7,1020,720,1962,0,"98168",47.4787,-122.302,1740,7573 +"5557800010","20140623T000000",261350,3,1.75,1390,18200,"1",0,0,4,7,1390,0,1962,0,"98023",47.3208,-122.337,1810,9675 +"3776300010","20150224T000000",1.03e+006,4,3.5,2730,5607,"1",0,0,5,9,1660,1070,1948,0,"98199",47.6387,-122.396,1720,5400 +"2473000680","20150429T000000",390000,3,1.75,1435,8960,"1",0,0,4,8,1435,0,1969,0,"98058",47.4525,-122.149,2030,9450 +"7984400005","20140626T000000",253500,3,1,1640,12384,"1",0,0,4,7,1090,550,1954,0,"98003",47.3256,-122.298,1550,11200 +"9238430680","20140521T000000",625000,4,2.5,2630,48706,"2",0,0,3,8,2630,0,1986,0,"98072",47.775,-122.125,2680,48706 +"3211000170","20140922T000000",255000,4,2.5,1580,7800,"1",0,0,4,7,1580,0,1959,0,"98059",47.481,-122.163,1320,7800 +"7338220280","20141010T000000",257000,3,2.5,1740,3721,"2",0,0,3,8,1740,0,2009,0,"98002",47.3363,-122.213,2030,3794 +"8073000480","20140722T000000",869000,2,1.75,1900,13122,"1",1,4,3,7,1100,800,1954,0,"98178",47.5121,-122.248,1650,13160 +"7525530670","20141112T000000",745000,4,2.5,3130,10860,"2",0,0,3,10,3130,0,1990,0,"98075",47.56,-122.04,3130,10860 +"0191100275","20140926T000000",1.35e+006,4,3.5,3500,9525,"2",0,0,3,10,3500,0,1999,0,"98040",47.5641,-122.221,2630,9525 +"1214000050","20141020T000000",350000,3,1.75,2130,7500,"1",0,0,4,7,1090,1040,1956,0,"98166",47.4593,-122.343,1590,7500 +"6852700279","20140619T000000",475000,3,2.5,950,1110,"2",0,0,3,8,950,0,2003,0,"98102",47.6226,-122.319,1230,1215 +"5423600080","20140918T000000",540000,3,2.5,1720,11656,"2",0,0,3,8,1720,0,1987,1999,"98052",47.6791,-122.113,1890,10336 +"6661200050","20140528T000000",175000,2,1,830,2699,"1",0,0,3,7,830,0,1996,0,"98038",47.3839,-122.038,1030,3574 +"6146600170","20140703T000000",100000,2,0.75,660,5240,"1",0,0,4,4,660,0,1912,0,"98032",47.3881,-122.234,850,5080 +"0366000095","20141009T000000",890000,5,1,2590,4652,"2",0,0,4,8,2310,280,1907,0,"98122",47.6038,-122.294,2360,4650 +"2895550280","20140507T000000",280000,3,2.5,1600,4271,"2",0,0,3,7,1600,0,2000,0,"98001",47.3303,-122.269,1700,4746 +"0293760050","20140627T000000",1.05e+006,4,4.25,4390,13833,"2",0,3,3,10,3320,1070,2003,0,"98029",47.5566,-122.026,3850,11652 +"7298040500","20140709T000000",486000,4,2.5,3560,12047,"2",0,0,3,10,3560,0,1988,0,"98023",47.3019,-122.341,3420,11250 +"7802900224","20140707T000000",670000,5,2.5,2860,68519,"2",0,0,5,8,2860,0,1958,0,"98065",47.5265,-121.835,1670,35910 +"3904910010","20140723T000000",480000,3,2.5,1640,7847,"2",0,0,3,8,1640,0,1987,0,"98029",47.5684,-122.018,1870,6079 +"8121100255","20140507T000000",440000,3,1.75,1500,6180,"1",0,0,4,6,1060,440,1947,0,"98118",47.5689,-122.284,1740,6180 +"5700004040","20140905T000000",1.5e+006,3,3.25,3990,8505,"2",0,2,3,9,2870,1120,1922,1999,"98144",47.5744,-122.283,3640,8505 +"3528000290","20140609T000000",743700,4,2.5,2610,33206,"2",0,0,3,10,2610,0,1988,0,"98053",47.6662,-122.057,2870,28295 +"9268200050","20140814T000000",449950,3,1.75,1470,7590,"1",0,0,3,7,1470,0,1988,0,"98117",47.6964,-122.362,1700,5080 +"6132600221","20140519T000000",367000,2,1,700,2334,"1",0,0,3,7,700,0,1945,0,"98117",47.701,-122.39,2300,5000 +"3303980470","20141201T000000",1.185e+006,4,3.25,3960,12895,"2",0,0,3,11,3960,0,2001,0,"98059",47.5211,-122.151,3870,12040 +"1450000050","20150501T000000",201000,3,1,900,7576,"1",0,0,4,6,900,0,1959,0,"98002",47.2881,-122.22,1220,7452 +"6788200605","20141223T000000",575000,3,1.75,2010,3800,"2",0,0,2,7,2010,0,1922,0,"98112",47.6408,-122.307,1540,3800 +"2214800170","20150415T000000",295000,3,2.5,1940,10350,"1",0,0,3,7,1420,520,1979,0,"98001",47.3385,-122.256,1810,7800 +"7116000225","20150220T000000",190000,3,1,1510,8760,"1",0,0,4,6,1510,0,1946,0,"98002",47.3015,-122.216,1040,7828 +"2767600635","20150507T000000",742500,2,3,2020,5000,"1",0,0,3,8,1350,670,1952,0,"98117",47.6758,-122.375,1160,1118 +"1644500050","20150312T000000",875000,6,3.5,4430,11453,"2",0,0,3,9,3000,1430,2001,0,"98056",47.5156,-122.204,2730,5661 +"2579500101","20150421T000000",1.387e+006,4,3.5,4010,10880,"2",0,3,4,11,3150,860,1990,0,"98040",47.5359,-122.213,3530,17310 +"3876311650","20140619T000000",600000,4,2.25,3070,8400,"2",0,0,4,8,3070,0,1970,0,"98034",47.7316,-122.169,1880,8000 +"7984400050","20140922T000000",207000,3,1.5,1460,11100,"1",0,0,3,7,1460,0,1956,0,"98003",47.3253,-122.298,1460,11100 +"7852170130","20150421T000000",650000,4,2.75,3260,5335,"2",0,0,3,9,3260,0,2003,0,"98065",47.5414,-121.864,3180,5438 +"9358000780","20150512T000000",275000,2,1,830,5610,"1",0,0,3,6,830,0,1922,0,"98126",47.5674,-122.367,1310,2793 +"2663000345","20150408T000000",1.2e+006,4,2.5,2390,4200,"2",0,0,3,9,2150,240,1924,0,"98102",47.6272,-122.318,2800,5250 +"4338800500","20141014T000000",262500,3,2,1130,7200,"1",0,0,4,6,1130,0,1944,0,"98166",47.4779,-122.342,1270,7500 +"5101407350","20140925T000000",399000,2,1,1120,8661,"1",0,0,3,7,1120,0,1946,0,"98125",47.7034,-122.307,1470,7205 +"3512100050","20150224T000000",139000,4,1.5,1410,10648,"1",0,0,4,7,1410,0,1966,0,"98030",47.3736,-122.188,1410,10522 +"6633900050","20140826T000000",575000,3,2.5,1750,4797,"2",0,0,4,7,1750,0,1991,0,"98033",47.6954,-122.199,1750,4293 +"4083301950","20141120T000000",580000,2,1,1040,3200,"1",0,0,3,7,1040,0,1926,0,"98103",47.6558,-122.334,1890,4000 +"7202350010","20140725T000000",468000,3,2.25,1630,2490,"2",0,0,3,7,1630,0,2004,0,"98053",47.6807,-122.031,1630,2680 +"4168100130","20150310T000000",230000,3,1,1380,10112,"1",0,0,4,7,940,440,1963,0,"98023",47.3196,-122.351,1240,10112 +"8155850010","20140507T000000",675000,4,4,3680,18804,"2",0,0,3,10,3680,0,1990,0,"98074",47.6193,-122.014,3200,15954 +"7955030010","20141010T000000",318000,3,1,1250,20040,"1",0,0,3,7,1250,0,1970,0,"98072",47.7514,-122.108,1640,19840 +"4136870020","20141008T000000",332100,5,3.5,2660,6978,"2",0,0,3,8,1980,680,1996,0,"98092",47.2631,-122.212,2220,7294 +"1446401190","20150317T000000",175000,2,1,620,6600,"1",0,0,3,6,620,0,1963,0,"98168",47.4862,-122.33,1050,6600 +"9323600380","20140805T000000",817000,4,2.25,2600,10660,"2",0,0,4,8,2600,0,1979,0,"98006",47.5533,-122.156,3150,10660 +"3262300920","20150408T000000",1.2e+006,4,3,2150,8119,"2",0,0,3,8,2150,0,1953,2004,"98039",47.6335,-122.236,1590,8119 +"6332000130","20150420T000000",525000,3,1.75,1470,6550,"1",0,2,3,7,1070,400,1916,0,"98126",47.5463,-122.381,1440,6550 +"9150100020","20150211T000000",189000,3,1,1380,7282,"1.5",0,0,5,6,1380,0,1915,0,"98002",47.3006,-122.223,860,4826 +"2770604081","20150305T000000",629950,3,2.5,1680,1683,"2",0,0,3,9,1120,560,2014,0,"98119",47.6425,-122.374,1610,1618 +"6329000050","20150310T000000",641500,1,1,1000,9084,"1",1,3,3,7,1000,0,1950,0,"98146",47.5007,-122.382,1090,6536 +"2125400010","20140912T000000",490000,3,2.25,1630,7573,"1",0,2,3,7,1230,400,1983,0,"98034",47.7273,-122.211,1550,7695 +"3876313260","20150218T000000",415000,3,1.75,1790,15142,"1",0,0,3,7,1360,430,1976,0,"98072",47.7362,-122.172,1910,7500 +"5101400561","20141015T000000",250000,2,1,890,6380,"1",0,0,3,6,890,0,1951,0,"98115",47.691,-122.303,990,6380 +"9533100080","20140820T000000",781000,3,1.5,1290,8175,"1",0,0,4,7,820,470,1952,0,"98004",47.6296,-122.205,2130,8577 +"9561100080","20140620T000000",400000,4,2.25,2420,7927,"1",0,0,4,7,1400,1020,1973,0,"98133",47.7583,-122.343,2120,7693 +"5101402618","20140820T000000",935000,4,3,3680,7105,"2",0,2,3,10,2890,790,2008,0,"98115",47.6956,-122.311,1580,6815 +"4027700009","20140515T000000",575000,4,2.5,3020,17810,"1",0,0,3,9,1600,1420,1979,0,"98155",47.7735,-122.281,2500,15815 +"9544200277","20141015T000000",1.66e+006,4,3.25,4240,11189,"2",0,2,3,10,4240,0,2006,0,"98033",47.6526,-122.191,3390,12540 +"8731960050","20141229T000000",302300,5,2.75,3130,9450,"1",0,0,4,8,1580,1550,1973,0,"98023",47.3099,-122.384,1900,9000 +"1393800005","20150507T000000",355000,2,1,900,6656,"1",0,0,3,7,900,0,1940,0,"98126",47.5467,-122.377,1230,6400 +"3896100130","20140617T000000",1.538e+006,3,2.25,2880,7599,"1",0,2,3,9,1710,1170,1958,2002,"98033",47.6938,-122.215,2920,12401 +"7785000130","20150330T000000",926250,4,1.75,2390,17717,"1",0,0,4,8,2390,0,1964,0,"98040",47.5755,-122.218,2390,10730 +"2968800825","20150323T000000",300000,3,1.75,1450,7620,"1",0,0,4,7,1050,400,1955,0,"98166",47.4569,-122.354,1380,7620 +"7199330480","20140721T000000",361500,3,1.75,1070,9000,"1",0,0,4,7,1070,0,1978,0,"98052",47.6984,-122.132,1700,8400 +"5458800415","20141105T000000",616000,3,1.5,1740,9840,"1",0,0,4,8,1740,0,1963,0,"98040",47.5748,-122.237,1930,9840 +"8929000250","20150413T000000",395000,2,1.75,1210,1161,"2",0,0,3,8,1210,0,2014,0,"98029",47.5513,-121.998,1700,2285 +"7893206305","20141006T000000",245000,3,1.5,2100,10000,"1",0,0,4,7,2100,0,1954,0,"98198",47.4222,-122.331,1300,7500 +"7956300020","20140603T000000",206000,3,1,1060,9600,"1",0,0,4,6,1060,0,1962,0,"98023",47.2878,-122.358,1060,9604 +"0240000130","20141013T000000",706000,4,2.5,3280,16575,"1",0,0,3,9,2190,1090,1972,0,"98188",47.426,-122.285,1570,13209 +"1370803730","20150126T000000",578000,3,1.5,1660,6000,"1.5",0,0,3,7,1660,0,1937,0,"98199",47.6409,-122.401,1640,6000 +"4299000130","20140728T000000",341950,5,3,3070,5252,"2",0,0,3,8,3070,0,2005,0,"98042",47.3666,-122.128,2760,5203 +"1233100351","20141211T000000",305000,3,1,1150,9048,"1",0,0,2,7,1150,0,1922,0,"98033",47.6755,-122.177,1550,8207 +"2652500225","20141010T000000",575000,3,2.75,1710,3600,"1",0,0,3,7,1590,120,1909,0,"98119",47.642,-122.36,1710,3600 +"3224069026","20140520T000000",330000,3,1,1180,43124,"1",0,0,4,6,1180,0,1959,0,"98027",47.5278,-122.063,1410,43560 +"2592400250","20150107T000000",445000,4,2.25,2130,7200,"2",0,0,3,7,2130,0,1972,0,"98034",47.7152,-122.168,1990,7200 +"4364700595","20140818T000000",333000,3,1,1050,7560,"1",0,0,3,7,1050,0,1951,0,"98126",47.525,-122.371,1490,7560 +"8562750660","20140807T000000",598500,4,2.5,2520,3980,"2",0,0,3,8,2520,0,2005,0,"98027",47.5401,-122.07,2610,3980 +"7231600098","20141014T000000",225000,2,1,700,6000,"1",0,0,3,6,700,0,1943,0,"98055",47.4671,-122.212,1320,6000 +"8635750980","20140714T000000",570000,4,2.5,2640,4200,"2",0,0,3,8,2640,0,1998,0,"98074",47.6038,-122.02,2460,4200 +"5652600605","20140807T000000",630000,5,2,2330,6783,"1",0,0,3,7,1310,1020,1956,0,"98115",47.6955,-122.295,1930,6783 +"2141310020","20150416T000000",779000,5,2.25,2830,7738,"2",0,0,4,8,2830,0,1977,0,"98006",47.5582,-122.136,2300,9840 +"7852160080","20150121T000000",760000,4,3.5,3720,13591,"2",0,3,3,10,3720,0,2004,0,"98065",47.536,-121.858,4210,14282 +"3649100346","20150109T000000",322968,5,1.75,1890,9600,"1",0,0,4,7,1890,0,1960,0,"98028",47.7391,-122.241,2350,5308 +"7852010840","20140729T000000",595000,4,2.5,2910,7287,"2",0,0,3,8,2910,0,1998,0,"98065",47.5354,-121.869,2420,6180 +"0823059145","20141013T000000",321000,4,1,1300,18836,"1",0,0,4,7,1300,0,1941,0,"98056",47.5029,-122.188,1540,8498 +"9238430660","20150326T000000",653000,3,2.25,2770,57745,"2",0,0,3,8,2770,0,1985,0,"98072",47.775,-122.124,2720,46765 +"6329000190","20140729T000000",750000,4,1.75,2520,21834,"1",1,4,3,8,1420,1100,1960,0,"98146",47.4996,-122.378,1700,8100 +"8818900250","20140507T000000",530000,3,1,1340,4284,"1",0,0,3,7,1080,260,1910,0,"98105",47.6633,-122.324,1960,4080 +"1250200415","20140609T000000",352750,2,1.75,1060,1241,"2",0,0,3,7,960,100,2008,0,"98144",47.5999,-122.3,1170,1400 +"3303951150","20150204T000000",424950,4,2.5,2480,8563,"2",0,0,3,8,2480,0,1992,0,"98038",47.381,-122.033,2460,8660 +"3083000048","20140530T000000",427000,5,2.75,2220,4000,"1",0,0,3,7,1230,990,1973,0,"98144",47.5754,-122.305,1580,4000 +"1102000095","20140805T000000",558000,4,2.5,3220,5120,"2",0,0,3,9,2420,800,2000,0,"98118",47.5434,-122.27,1770,7680 +"3426049153","20141110T000000",438200,2,2,1600,5643,"1",0,0,3,7,1600,0,1954,0,"98115",47.6968,-122.279,1600,5746 +"7625700020","20140929T000000",340000,1,1,640,4800,"1",0,0,3,6,640,0,1918,0,"98136",47.5551,-122.382,1250,2847 +"0586000020","20140828T000000",830005,4,3.75,3610,7904,"3",0,0,3,11,3290,320,1994,0,"98117",47.6992,-122.385,2460,7300 +"8724300010","20140909T000000",548000,4,3.25,3420,5012,"2",0,0,3,10,2330,1090,2008,0,"98019",47.732,-121.982,2320,5465 +"2741100741","20140604T000000",411715,3,1.75,1840,5101,"1",0,0,5,7,1040,800,1952,0,"98108",47.5585,-122.317,1340,5000 +"3425059173","20141028T000000",865000,4,4,2790,16117,"2",0,0,4,9,2790,0,1999,0,"98005",47.6033,-122.155,2740,25369 +"0715010130","20150202T000000",1.75e+006,6,4.25,5860,13928,"2",0,3,3,10,4150,1710,2013,0,"98006",47.5382,-122.114,5790,13928 +"7504100920","20140618T000000",688000,3,3,3450,16200,"2",0,0,3,10,3450,0,1983,0,"98074",47.6319,-122.041,3130,12150 +"5104520460","20150317T000000",399950,4,2.5,2350,5100,"2",0,0,3,8,2350,0,2003,0,"98038",47.3507,-122.007,2190,5100 +"1257200020","20150327T000000",555000,3,1,1250,4590,"1.5",0,0,3,6,970,280,1903,0,"98115",47.6757,-122.327,1830,4080 +"4452300130","20140522T000000",677000,3,2,2000,3207,"1",0,0,4,7,1100,900,1916,0,"98103",47.6561,-122.341,1460,3200 +"8651520420","20140606T000000",539000,3,2,2260,9568,"1",0,0,3,8,1780,480,1985,0,"98074",47.6457,-122.058,2250,9744 +"6401700010","20140819T000000",410000,3,1.75,1510,6597,"1",0,0,4,6,950,560,1939,0,"98144",47.5938,-122.315,1460,5320 +"8857320130","20150310T000000",472000,2,2.25,1800,2748,"2",0,0,4,9,1800,0,1979,0,"98008",47.6104,-122.113,1800,2755 +"1102000759","20141026T000000",755000,3,2.5,2420,8856,"1",0,3,3,9,1620,800,1957,0,"98118",47.5405,-122.263,2650,9750 +"6457000080","20140805T000000",269900,5,1.75,1750,8325,"1",0,0,5,7,1750,0,1966,0,"98031",47.4007,-122.198,1430,8325 +"1126059022","20140722T000000",667400,4,2.5,2660,40312,"2",0,0,4,8,2660,0,1977,0,"98072",47.7532,-122.139,2650,45302 +"4340000010","20141030T000000",1.22e+006,3,2.25,2640,7544,"1",0,0,3,10,2640,0,1995,0,"98004",47.6224,-122.195,2650,7904 +"3052700460","20140630T000000",544000,3,2.5,1460,1613,"2",0,0,3,8,1180,280,2007,0,"98117",47.6781,-122.375,1460,1403 +"0567000020","20150428T000000",800000,2,1,1570,5000,"1.5",0,3,4,8,1570,0,1924,0,"98144",47.5955,-122.294,1760,3000 +"3575304017","20140822T000000",315000,3,1,1010,7500,"1",0,0,4,7,1010,0,1975,0,"98074",47.6172,-122.061,1250,10000 +"7812801700","20140610T000000",227000,4,1,1200,7200,"1.5",0,0,3,6,1200,0,1944,0,"98178",47.4951,-122.248,1070,6050 +"5103300020","20141020T000000",765000,4,2.5,4040,25752,"2",0,0,3,10,4040,0,2000,0,"98038",47.4579,-122.068,3230,22247 +"9578080130","20140702T000000",625000,3,3,1820,1641,"3",0,0,3,8,1540,280,2006,0,"98119",47.6482,-122.358,1720,1501 +"3885803044","20140902T000000",1.875e+006,4,5,5810,7440,"2",0,0,3,10,3790,2020,2004,0,"98033",47.6878,-122.212,3010,7200 +"9323600280","20150211T000000",822600,4,2.5,3010,9600,"1",0,2,3,9,1510,1500,1979,0,"98006",47.5519,-122.156,2780,10000 +"7016100380","20150423T000000",515000,4,2.5,1910,8947,"1",0,0,4,8,1160,750,1970,0,"98011",47.7374,-122.183,1920,7350 +"3438500114","20150512T000000",377000,4,2,1640,5014,"1",0,0,4,7,930,710,1982,0,"98106",47.5545,-122.356,1600,5452 +"2597800010","20150304T000000",600000,3,1,1480,17360,"1",0,1,3,8,1480,0,1954,0,"98136",47.5179,-122.387,2250,8720 +"8018000020","20141114T000000",525300,4,1.75,2520,7770,"1",0,0,3,8,1680,840,1965,0,"98177",47.7721,-122.372,2340,7770 +"4055700167","20140814T000000",760000,4,3,2840,13554,"1",0,2,4,9,1990,850,1974,0,"98034",47.7153,-122.257,2840,16940 +"1863900190","20141229T000000",202000,2,1,840,7200,"1",0,0,4,5,840,0,1907,0,"98032",47.3769,-122.237,1030,7200 +"0522079027","20140619T000000",470000,3,2,1730,38884,"1",0,0,3,8,1730,0,1997,0,"98038",47.4164,-121.951,2130,91040 +"7525530470","20140725T000000",810000,3,2.5,3140,10983,"2",0,0,3,10,3140,0,1991,0,"98075",47.5595,-122.04,3140,10983 +"8858100020","20150316T000000",175000,3,1,1480,8415,"1",0,0,3,7,1080,400,1967,0,"98188",47.4585,-122.283,1780,8512 +"6414100231","20141015T000000",440000,4,1.75,1920,7986,"1",0,0,3,7,960,960,1952,0,"98125",47.7209,-122.318,1700,7452 +"6303400460","20150330T000000",197000,2,1,770,8636,"1",0,0,2,6,770,0,1951,0,"98146",47.5075,-122.358,1110,8636 +"9476200020","20150306T000000",254000,3,1,1010,7384,"1",0,2,5,6,1010,0,1943,0,"98056",47.4905,-122.191,1010,8000 +"3575302938","20140620T000000",405000,3,1,1460,10000,"1.5",0,0,3,7,1460,0,2002,0,"98074",47.6214,-122.063,1910,10000 +"2695600190","20150327T000000",416000,2,1,940,4264,"1",0,0,5,7,940,0,1949,0,"98126",47.5314,-122.378,1630,4472 +"9433000470","20140919T000000",779950,4,2.75,2840,4864,"3",0,0,3,9,2840,0,2014,0,"98052",47.7103,-122.108,2990,5314 +"7140200250","20150112T000000",200000,4,2.75,1910,7210,"1",0,0,4,7,1430,480,1980,0,"98030",47.3693,-122.169,1750,7446 +"3905090130","20140717T000000",658100,4,2.5,2430,8509,"2",0,0,3,9,2430,0,1992,0,"98029",47.5714,-121.991,2760,8509 +"3335000050","20140714T000000",397000,2,1.75,1610,4104,"1",0,0,3,7,950,660,1996,0,"98118",47.5565,-122.275,1510,5284 +"4397650080","20141015T000000",815000,3,3.75,2780,5002,"2",0,0,3,10,2780,0,1999,0,"98007",47.5939,-122.15,3110,5717 +"1568100380","20141016T000000",345000,2,1,1160,8504,"1",0,0,4,7,1160,0,1949,0,"98155",47.7364,-122.295,1320,8504 +"8078570460","20140924T000000",305500,4,2.5,1850,7199,"2",0,0,4,7,1850,0,1989,0,"98031",47.4031,-122.172,1940,7432 +"6382000080","20140708T000000",340000,3,2.25,2120,13090,"1",0,0,3,8,2120,0,1997,0,"98002",47.296,-122.219,1400,12039 +"7905380080","20150226T000000",330000,5,2.5,2620,12763,"1",0,0,3,7,1400,1220,1979,0,"98034",47.72,-122.213,2390,9156 +"6600490250","20150421T000000",269000,4,2.5,2060,3608,"2",0,0,3,7,2060,0,2004,0,"98198",47.362,-122.309,2060,3608 +"7200001756","20140612T000000",349950,3,1,1060,9525,"1",0,0,3,7,1060,0,1966,0,"98052",47.6855,-122.111,1630,9525 +"4427100130","20150304T000000",431000,3,1,1500,6240,"1",0,0,4,7,1500,0,1953,0,"98125",47.7281,-122.311,1230,6240 +"5606000255","20141017T000000",735000,4,1.75,2380,5700,"2",0,1,4,7,1820,560,1946,0,"98105",47.6656,-122.271,2190,5700 +"1402700170","20140717T000000",414000,5,3,3045,5030,"2",0,0,3,8,3045,0,1999,0,"98058",47.4386,-122.127,3045,5322 +"5366200460","20140520T000000",619500,3,2.5,1700,4105,"2",0,0,3,8,1700,0,1992,0,"98122",47.6078,-122.292,1880,3665 +"1245500725","20141030T000000",675000,3,1.75,1240,13869,"1",0,0,4,7,1240,0,1957,0,"98033",47.6919,-122.21,1970,7790 +"9477201060","20150423T000000",380500,3,1,1410,7854,"1",0,0,4,7,1410,0,1971,0,"98034",47.7303,-122.192,1460,7500 +"4060000290","20140617T000000",253000,3,1.5,880,6600,"1",0,0,5,6,880,0,1945,0,"98178",47.5002,-122.247,1020,6600 +"0522059327","20140528T000000",157500,2,1,740,9003,"1",0,0,3,5,740,0,1949,0,"98031",47.4217,-122.197,1230,8050 +"0686530020","20140609T000000",627000,4,2,2030,9300,"1",0,0,4,8,2030,0,1976,0,"98052",47.6658,-122.149,1800,9018 +"5145100460","20140924T000000",469500,4,2.5,2090,7241,"1",0,0,4,7,1140,950,2001,0,"98034",47.726,-122.221,1510,7402 +"6329000380","20140619T000000",319950,2,1,920,8341,"1",0,0,3,7,920,0,1939,0,"98146",47.5015,-122.38,2330,9792 +"8960200280","20150218T000000",249500,3,1,1180,7200,"1",0,0,4,7,1180,0,1968,0,"98058",47.4249,-122.178,1180,7200 +"2867100007","20150223T000000",485000,3,1,1260,3230,"1.5",0,0,3,7,1260,0,1907,0,"98119",47.644,-122.369,1700,3500 +"9542100005","20141024T000000",1.125e+006,5,3,3690,10260,"1",0,4,4,9,2070,1620,1967,0,"98005",47.5919,-122.176,3160,14000 +"1545807280","20140628T000000",314500,3,1.75,1700,17355,"1",0,0,3,7,1200,500,1978,0,"98038",47.3637,-122.057,1900,9528 +"3996900460","20150403T000000",220000,2,1,770,8149,"1",0,0,3,6,770,0,1948,0,"98155",47.7467,-122.3,880,8149 +"0217500005","20141124T000000",444950,3,2.5,2020,7800,"1",0,0,4,7,1330,690,1958,0,"98133",47.7368,-122.337,1870,7800 +"1513800080","20140825T000000",598000,4,2.5,2030,9825,"1",0,0,3,8,1330,700,1985,0,"98115",47.6892,-122.3,2180,7500 +"8691390460","20140616T000000",699850,4,3.5,2690,6164,"2",0,0,3,9,2690,0,2002,0,"98075",47.599,-121.973,2910,5000 +"6633900170","20140508T000000",595000,3,2.5,1750,3354,"2",0,0,4,7,1750,0,1991,0,"98033",47.6953,-122.199,1750,4286 +"0205000050","20141218T000000",735000,4,2.5,3270,45537,"2",0,0,3,9,3270,0,1993,0,"98053",47.6303,-121.984,2670,38827 +"8838900167","20140509T000000",542500,4,2.5,2330,14289,"2",0,0,4,8,2330,0,1978,0,"98007",47.5916,-122.148,2210,12823 +"7199330170","20150512T000000",450000,3,1.75,1720,6960,"1",0,0,3,7,1140,580,1978,0,"98052",47.6972,-122.129,1720,7280 +"0236500050","20140728T000000",298500,3,2,2420,8800,"1",0,0,4,7,1420,1000,1959,0,"98188",47.4322,-122.291,1546,8666 +"2025049028","20140609T000000",403950,2,1,710,1136,"2",0,0,4,7,710,0,1943,0,"98102",47.6414,-122.329,1370,1173 +"3298700305","20141229T000000",271000,2,1,710,4240,"1",0,0,4,6,710,0,1942,0,"98106",47.5226,-122.351,850,5200 +"6145600780","20140911T000000",335000,2,1,1510,3844,"1",0,0,4,7,1510,0,1923,1970,"98133",47.7038,-122.348,1170,3844 +"1332700010","20141216T000000",305000,2,2.25,1610,1968,"2",0,0,5,7,1610,0,1979,0,"98056",47.5184,-122.196,1950,1968 +"2768300655","20150317T000000",630000,3,3,1880,2200,"2",0,0,3,8,1520,360,2007,0,"98107",47.6666,-122.367,1500,1426 +"7224500010","20140603T000000",253000,2,1.75,1220,5000,"1",0,0,5,7,860,360,1921,0,"98055",47.4906,-122.204,1120,5000 +"4037000185","20140919T000000",395000,4,1.75,2060,7900,"1",0,0,4,7,1070,990,1957,0,"98008",47.6028,-122.12,1830,8000 +"7614100020","20141017T000000",265000,3,2.5,1340,10290,"1",0,0,4,7,1140,200,1981,0,"98042",47.3553,-122.149,1760,7903 +"1423400225","20140721T000000",225000,2,1,1030,9192,"1",0,0,4,6,1030,0,1959,0,"98058",47.4565,-122.181,1030,9190 +"5419000050","20140917T000000",338500,4,2.5,2717,4513,"2",0,0,3,8,2717,0,2005,0,"98001",47.3373,-122.266,2550,4841 +"5151200290","20140512T000000",300000,2,1.75,1360,8100,"1",0,0,3,7,860,500,1975,0,"98177",47.7295,-122.359,1830,6766 +"4060000170","20140820T000000",255000,2,1,1260,7810,"2",0,0,3,6,1260,0,1945,0,"98178",47.5003,-122.248,1260,7755 +"1568100290","20140620T000000",337000,4,3,2240,8504,"2",0,0,3,7,2240,0,1992,0,"98155",47.7348,-122.295,1570,8460 +"4137010010","20150416T000000",324900,3,2.25,2080,9740,"2",0,0,3,8,2080,0,1988,0,"98092",47.261,-122.219,2080,8705 +"2581900284","20140707T000000",821000,3,2.75,2760,8476,"1",0,0,4,8,1690,1070,1967,0,"98040",47.5402,-122.215,2610,9835 +"1222069136","20141212T000000",500000,4,2.75,3000,213008,"1",0,0,4,8,3000,0,1975,0,"98038",47.4032,-121.982,2300,74191 +"7625701795","20150302T000000",885000,4,3.5,3310,6000,"2",0,2,3,8,2200,1110,2010,0,"98136",47.5511,-122.391,1420,6000 +"1771100440","20140610T000000",360000,4,2,1630,10375,"1",0,0,5,7,1630,0,1968,0,"98077",47.7566,-122.073,1360,10026 +"3211200290","20140527T000000",304000,3,1,900,7500,"1",0,0,4,7,900,0,1972,0,"98034",47.7314,-122.237,1960,7500 +"4154302045","20150316T000000",376000,2,1,880,2400,"1",0,0,3,6,760,120,1918,0,"98118",47.5643,-122.275,1180,6300 +"4036801315","20141104T000000",425000,4,1.5,1620,7875,"1",0,0,3,7,1620,0,1956,0,"98008",47.6041,-122.126,1890,8400 +"9185700414","20140522T000000",1.1805e+006,3,1.75,1610,7200,"1",0,0,3,8,1090,520,1973,0,"98112",47.6279,-122.287,3790,7200 +"1221000562","20140722T000000",187000,3,2.5,1730,1803,"2",0,0,3,7,1730,0,2005,0,"98166",47.4648,-122.335,1190,7980 +"1890000250","20140627T000000",710000,2,1.5,1640,4080,"1.5",0,0,5,7,1540,100,1916,0,"98105",47.6624,-122.325,1880,4080 +"7436400020","20150325T000000",585000,3,1.75,1840,7350,"1",0,0,3,8,1370,470,1974,0,"98033",47.6729,-122.166,1920,8518 +"3303850290","20150409T000000",1.4e+006,5,4,4700,22326,"2",0,0,3,11,4700,0,2002,0,"98006",47.5417,-122.111,4730,27110 +"2025059026","20150225T000000",1.98e+006,4,3.5,4500,44384,"1",0,0,3,12,3340,1160,1990,0,"98004",47.6323,-122.192,2540,26287 +"3751600430","20141226T000000",250000,3,1.75,1780,35233,"1",0,0,4,8,1420,360,1979,0,"98001",47.2949,-122.269,1950,17334 +"7856640460","20141218T000000",950000,4,2.75,3800,12200,"2",0,3,4,10,3800,0,1986,0,"98006",47.5689,-122.156,3710,14796 +"9510920050","20140902T000000",725000,3,2.5,2980,16996,"2",0,0,3,10,2980,0,1992,0,"98075",47.595,-122.016,2980,15438 +"8651720020","20140512T000000",505000,4,2.5,2780,6369,"1",0,0,3,8,1590,1190,1978,0,"98034",47.7284,-122.216,2170,7490 +"2114700500","20150418T000000",90000,1,1,560,4120,"1",0,0,3,4,560,0,1947,0,"98106",47.5335,-122.348,980,4120 +"7950303530","20150409T000000",400000,4,2,2060,3060,"2",0,0,3,7,2060,0,1968,0,"98118",47.5631,-122.285,1630,3766 +"8910500471","20150217T000000",407000,3,1,1140,7785,"1",0,0,3,8,1140,0,1954,0,"98177",47.709,-122.363,2080,10620 +"9550204450","20141219T000000",651000,3,1.5,1890,4400,"1.5",0,0,5,7,1890,0,1919,0,"98105",47.6662,-122.326,1620,4080 +"4024101990","20150205T000000",485000,3,2.25,2090,7450,"1",0,0,3,7,1350,740,1978,0,"98155",47.7598,-122.303,1740,7644 +"5595900345","20150113T000000",460000,4,2.75,3460,13168,"2",0,0,4,8,3460,0,1932,1986,"98022",47.2046,-121.996,1500,7670 +"1782500095","20150309T000000",369000,2,1,1320,6135,"1",0,0,4,7,880,440,1942,0,"98126",47.5265,-122.379,1050,4693 +"8887001192","20140620T000000",355000,2,1,1240,27042,"1",0,1,3,6,1000,240,1943,0,"98070",47.5026,-122.465,2140,20059 +"4006000307","20140916T000000",155000,2,1,810,4755,"1",0,0,3,7,810,0,1980,0,"98118",47.5313,-122.28,1180,4755 +"5605000440","20141215T000000",1e+006,3,1,1880,5450,"1.5",0,0,4,8,1880,0,1924,0,"98112",47.6453,-122.302,2580,5450 +"2591840050","20150211T000000",419625,4,2.5,2680,11590,"2",0,0,4,9,2680,0,1988,0,"98058",47.4395,-122.163,2580,8225 +"1442300005","20150218T000000",435000,3,2,2040,6880,"2",0,0,4,7,2040,0,1954,0,"98133",47.7601,-122.351,1710,7597 +"3343901440","20150511T000000",379000,4,1.75,2180,7876,"1",0,0,4,7,1290,890,1977,0,"98056",47.5157,-122.191,1960,7225 +"9406590250","20150224T000000",293000,4,2.25,1870,5371,"2",0,0,3,7,1870,0,2009,0,"98038",47.3844,-122.036,2380,4502 +"2212250080","20140806T000000",592100,4,2.75,2310,7851,"1",0,0,4,8,1790,520,1989,0,"98006",47.5473,-122.187,2230,7359 +"3578700073","20141110T000000",362000,3,1.75,1120,9730,"1",0,0,3,7,1120,0,1944,1989,"98011",47.7372,-122.221,2530,8717 +"1123049126","20141203T000000",227000,3,1,1340,10035,"1",0,0,3,7,1340,0,1959,0,"98178",47.4916,-122.254,2090,10035 +"0526059259","20140819T000000",335500,3,1.75,1260,8487,"1",0,0,3,7,1260,0,1970,0,"98011",47.7664,-122.201,1890,13051 +"3222079136","20140818T000000",213000,3,1.75,1200,55321,"1.5",0,0,5,7,1200,0,1977,0,"98010",47.3492,-121.935,1910,54450 +"7237300290","20150326T000000",338000,5,2.5,2400,4496,"2",0,0,3,7,2400,0,2004,0,"98042",47.3692,-122.126,1880,4319 +"7468900235","20141022T000000",163500,3,1,940,7200,"1",0,0,4,7,940,0,1954,0,"98002",47.2979,-122.223,1090,7800 +"3352401476","20141124T000000",199988,2,1,860,5000,"1",0,0,3,7,860,0,1949,0,"98178",47.5005,-122.267,1130,6000 +"4217402162","20140725T000000",1.185e+006,3,2.25,2390,7875,"1",0,1,3,10,1980,410,1948,0,"98105",47.6515,-122.278,3720,9075 +"6147650430","20150407T000000",320000,4,2.5,3130,5200,"2",0,0,3,7,3130,0,2005,0,"98042",47.3828,-122.098,3020,5200 +"1133000235","20140616T000000",450000,6,2.25,3550,11780,"1",0,0,4,8,2960,590,1948,0,"98125",47.7218,-122.312,2360,8850 +"2781270080","20141030T000000",249900,2,2,1470,2541,"2",0,0,3,6,1470,0,2005,0,"98038",47.3502,-122.02,1310,2721 +"1423200170","20140612T000000",223000,2,1,910,9869,"1",0,0,3,6,910,0,1957,0,"98058",47.4572,-122.184,1480,9750 +"3023059071","20150210T000000",631000,4,4,2630,59586,"1",0,0,3,7,1470,1160,1963,0,"98055",47.4496,-122.209,2230,5715 +"0511700170","20150505T000000",350000,4,2.25,1780,10416,"1",0,0,5,7,1060,720,1963,0,"98055",47.4414,-122.189,1780,9975 +"2124089028","20140714T000000",279000,3,1.75,1430,39160,"1",0,0,3,7,900,530,1925,1987,"98065",47.5513,-121.801,1430,40860 +"1431700280","20150409T000000",310000,5,2,2730,7344,"1",0,0,5,7,1510,1220,1962,0,"98058",47.4602,-122.171,1730,7700 +"7686202635","20140812T000000",185000,2,1,900,8000,"1",0,0,4,6,900,0,1954,0,"98198",47.4217,-122.317,1240,8000 +"3874400380","20150316T000000",445000,3,2.5,1740,22089,"1",0,0,4,8,1130,610,1977,0,"98070",47.3948,-122.435,2000,24925 +"0642500080","20141212T000000",365000,4,2.5,2905,4874,"2",0,0,3,9,2905,0,2003,0,"98031",47.4084,-122.169,2900,5271 +"1591600527","20150423T000000",333500,3,1.5,2230,9120,"1",0,0,3,7,1390,840,1959,0,"98146",47.5008,-122.358,1420,8450 +"5587000010","20141120T000000",385000,3,2.25,1680,8450,"1",0,0,3,8,1340,340,1960,0,"98177",47.7575,-122.361,1850,8300 +"2201500440","20140520T000000",345000,3,1.5,1240,11200,"1",0,0,4,7,1240,0,1954,0,"98006",47.5716,-122.138,1240,11008 +"7603100095","20141110T000000",1.26e+006,3,3,3230,8625,"2",0,3,3,10,2220,1010,1998,0,"98116",47.562,-122.404,2330,6022 +"9412200080","20140523T000000",440000,4,2.5,2560,10400,"1",0,0,4,7,1280,1280,1965,0,"98027",47.5225,-122.04,1740,11050 +"7852130080","20140925T000000",444500,3,2.5,2600,4724,"2",0,0,3,7,2600,0,2002,0,"98065",47.5359,-121.878,2400,4724 +"2923039243","20141113T000000",340000,4,1,1200,11834,"1",1,3,3,6,1200,0,1972,0,"98070",47.4557,-122.443,1670,47462 +"6908200250","20150312T000000",680000,4,1,1660,6075,"1.5",0,0,5,7,1660,0,1915,0,"98117",47.6755,-122.403,1810,5400 +"3039000010","20140909T000000",420000,3,1.75,1140,8558,"1",0,0,4,7,1140,0,1982,0,"98033",47.7027,-122.198,1490,10530 +"1657300280","20141229T000000",438500,3,2.25,3050,10689,"2",0,0,4,9,3050,0,1988,0,"98092",47.3326,-122.201,2697,10925 +"9200000050","20140918T000000",109500,2,1,800,10625,"1",0,0,3,6,800,0,1942,0,"98168",47.496,-122.317,1130,10625 +"7508200080","20150410T000000",461000,4,2.75,1700,7495,"1",0,0,4,7,1200,500,1964,0,"98133",47.7589,-122.354,1650,7495 +"5454200080","20140811T000000",968000,4,1.75,2630,9645,"1",0,0,4,9,2630,0,1963,0,"98040",47.5459,-122.228,2690,10439 +"7972601100","20140923T000000",355000,3,1.75,1960,7705,"1",0,0,4,7,980,980,1950,0,"98106",47.53,-122.347,1380,4349 +"5112800190","20150327T000000",249000,3,1.5,1180,11579,"1",0,0,4,7,1180,0,1962,0,"98058",47.4502,-122.089,1780,22486 +"0984210170","20150326T000000",256500,5,2.5,1960,7350,"1",0,0,4,7,1360,600,1969,0,"98058",47.4368,-122.165,1900,7350 +"8081500050","20150302T000000",1.81e+006,5,2.5,4250,20441,"1",0,1,4,11,2490,1760,1984,0,"98004",47.6377,-122.211,3620,16304 +"8731801190","20141223T000000",269000,3,2.25,1950,8661,"1",0,0,4,8,1950,0,1966,0,"98023",47.3127,-122.362,1950,8800 +"9103000715","20141112T000000",1.35e+006,4,3.5,3600,5217,"2",0,0,3,9,2720,880,1947,2014,"98112",47.6189,-122.286,2270,5217 +"8732300430","20140620T000000",885000,3,2.25,2060,9552,"1",0,0,4,9,1610,450,1975,0,"98040",47.5402,-122.231,2930,11212 +"3754700170","20150423T000000",455000,3,2,1640,9825,"1",0,0,4,7,1090,550,1971,0,"98034",47.7244,-122.2,1500,9750 +"2652500795","20140609T000000",980000,4,2.5,2730,4800,"1.5",0,0,5,8,2230,500,1909,0,"98119",47.642,-122.358,2190,4200 +"7454000470","20140801T000000",412500,3,1.75,1530,6300,"1",0,0,3,6,1530,0,1942,2004,"98126",47.516,-122.375,920,6300 +"3630121060","20141217T000000",740000,4,3.5,3060,4777,"2",0,0,3,9,3060,0,2007,0,"98029",47.555,-122,3060,4935 +"1370800825","20140823T000000",1.298e+006,4,2.25,2860,5658,"2",0,3,3,10,2130,730,1933,0,"98199",47.6395,-122.409,2700,5221 +"4310702759","20150312T000000",326000,2,1.5,1030,798,"3",0,0,3,8,1030,0,2008,0,"98103",47.6975,-122.34,1020,1026 +"8635750950","20140607T000000",568500,4,2.5,2460,4200,"2",0,0,3,8,2460,0,1998,0,"98074",47.6041,-122.02,2460,4200 +"3448900420","20140922T000000",620000,4,2.5,2500,8282,"2",0,0,3,9,2500,0,2013,0,"98056",47.5127,-122.169,2500,8046 +"2113700005","20150417T000000",283000,3,1.75,1830,7600,"2",0,0,3,7,1490,340,1947,0,"98106",47.5317,-122.351,1300,4000 +"8615800500","20140814T000000",875000,6,3.25,2820,4536,"2",0,0,4,8,1930,890,1917,0,"98105",47.6688,-122.309,2820,4536 +"9106000005","20150527T000000",1.31e+006,4,2.25,3750,5000,"2",0,0,5,8,2440,1310,1924,0,"98115",47.6747,-122.303,2170,4590 +"0806800420","20141023T000000",289950,3,2.5,2070,6145,"2",0,0,3,7,2070,0,2003,0,"98092",47.3357,-122.172,2070,5297 +"2787311190","20141114T000000",252500,3,2.5,1780,7192,"1",0,0,4,7,1250,530,1974,0,"98031",47.4093,-122.173,1870,8500 +"3342102385","20141029T000000",376000,4,2.25,2200,6750,"1",0,0,5,8,1480,720,1959,0,"98056",47.5215,-122.202,2710,6750 +"7504000290","20140522T000000",635700,4,2.5,3240,13978,"1",0,0,3,9,1860,1380,1977,0,"98074",47.6298,-122.057,3150,12767 +"8691300500","20141028T000000",710000,4,2.5,2880,12349,"2",0,0,3,10,2880,0,1996,0,"98075",47.5879,-121.973,3490,11539 +"0930000425","20150301T000000",440000,3,1.75,1570,5120,"1",0,2,3,7,980,590,1947,0,"98177",47.7166,-122.365,2420,7200 +"3291800670","20140630T000000",439000,3,2.5,3180,7904,"1",0,0,3,8,1810,1370,2006,0,"98056",47.489,-122.181,1950,7800 +"1425059145","20140616T000000",455000,2,1.5,1310,12196,"1.5",0,0,3,6,1310,0,1970,0,"98052",47.6487,-122.122,2970,12196 +"4406000050","20140519T000000",225000,2,1,910,9612,"1",0,0,4,7,910,0,1981,0,"98058",47.4297,-122.152,1410,9611 +"1432700420","20140728T000000",250000,3,1,1460,10914,"1",0,0,4,7,1460,0,1959,0,"98058",47.4511,-122.173,1490,8314 +"5561400470","20150407T000000",585000,4,3.25,3410,34939,"2",0,0,4,9,2470,940,1992,0,"98027",47.459,-122.003,2450,39045 +"8827901350","20150407T000000",685000,3,1.75,2720,4720,"1.5",0,0,4,7,1580,1140,1925,0,"98105",47.6691,-122.29,1660,4640 +"6190700284","20140620T000000",420000,5,2.75,2280,10319,"1",0,0,3,8,1300,980,1959,0,"98177",47.7566,-122.363,2370,8056 +"3644100073","20141122T000000",245000,2,1,670,1675,"1",0,0,5,6,670,0,1960,0,"98144",47.5918,-122.295,1220,1740 +"3223059173","20141104T000000",275000,4,2,1480,15000,"1",0,0,4,7,1480,0,1957,0,"98055",47.4312,-122.196,1450,8768 +"0109210460","20141029T000000",270000,3,2,2330,8000,"1",0,0,3,7,1390,940,1986,0,"98023",47.2958,-122.368,1570,7227 +"9106000050","20141021T000000",767250,4,3,2170,2500,"2",0,0,3,8,1710,460,1997,0,"98115",47.6742,-122.303,2170,4080 +"4337600280","20140904T000000",229000,3,2,1760,9900,"1",0,0,4,7,1760,0,1943,0,"98166",47.4783,-122.338,1190,9900 +"3438501100","20150427T000000",400000,3,1,1240,4000,"1.5",0,0,3,8,1240,0,1928,2000,"98106",47.5467,-122.359,1200,17707 +"7935000280","20140812T000000",2.195e+006,5,3.25,5210,35765,"2.5",0,4,5,10,4940,270,1911,0,"98136",47.5463,-122.397,2590,10250 +"7419700010","20140707T000000",665000,5,2,2800,17788,"1",0,0,4,8,1400,1400,1963,0,"98033",47.6719,-122.163,1760,18282 +"1626069102","20150323T000000",500000,4,2.25,2060,44431,"2",0,0,3,7,2060,0,1988,0,"98077",47.744,-122.046,2160,45657 +"7574000080","20150401T000000",355500,5,2,2360,19899,"1",0,0,4,7,2360,0,1968,0,"98010",47.3299,-122.046,1860,19998 +"3830700010","20141205T000000",369000,4,2.5,2370,6557,"2",0,0,3,9,2370,0,1998,0,"98042",47.423,-122.155,2370,7378 +"1454100010","20150202T000000",338500,2,1,720,6050,"1",0,0,2,5,720,0,1951,0,"98125",47.7259,-122.29,1480,7280 +"0603001045","20150429T000000",256000,3,1,950,4000,"1",0,0,3,7,780,170,1949,0,"98118",47.5232,-122.284,1230,4000 +"2607720440","20150304T000000",470000,3,2.5,1980,9725,"2",0,0,3,8,1980,0,1994,0,"98045",47.4856,-121.802,2070,9834 +"0930000470","20140527T000000",675000,3,2.5,2540,7680,"2",0,1,4,9,2540,0,1940,2001,"98177",47.7175,-122.364,2490,7680 +"2621750280","20141110T000000",369950,4,2.75,2760,7533,"1",0,0,3,8,1400,1360,1997,0,"98042",47.371,-122.108,2340,7943 +"7853220470","20140915T000000",615000,5,3.5,2950,7980,"2",0,3,3,9,2350,600,2005,0,"98065",47.5339,-121.858,2950,7980 +"4139660430","20150505T000000",1.20069e+006,5,3,3640,28531,"2",0,0,3,10,3640,0,1996,0,"98006",47.5502,-122.13,3330,17186 +"1338800430","20140728T000000",950000,3,1.75,2150,3503,"2",0,0,3,8,1870,280,1921,0,"98112",47.6285,-122.303,3920,6402 +"1338800491","20141021T000000",799500,4,2.5,2760,5750,"2",0,0,3,8,2760,0,1993,0,"98112",47.627,-122.303,2760,5390 +"0792000006","20140709T000000",187000,2,1,840,11600,"1",0,0,3,6,840,0,1952,0,"98168",47.492,-122.302,1610,9120 +"7504020670","20140520T000000",598000,5,2.25,2890,12478,"2",0,0,3,9,2890,0,1977,0,"98074",47.6295,-122.052,2570,11880 +"4017600010","20150417T000000",429950,3,2.25,2060,10160,"1",0,0,4,8,1340,720,1967,0,"98155",47.7712,-122.285,2320,11186 +"1471701410","20150331T000000",347950,5,2.25,1700,13500,"1.5",0,0,4,7,1700,0,1962,0,"98059",47.4611,-122.067,1810,14550 +"3528000470","20140509T000000",851000,3,2.5,3560,107290,"2",0,0,3,10,3560,0,1987,0,"98053",47.6652,-122.049,3660,89298 +"3192000080","20141029T000000",205000,3,1,1210,10185,"1",0,0,3,6,1210,0,1957,0,"98146",47.4873,-122.345,1320,10245 +"1565100010","20150327T000000",225000,3,2.25,1590,9200,"1",0,0,4,7,1110,480,1979,0,"98092",47.2917,-122.184,1880,9200 +"9201000460","20141006T000000",705000,4,2.25,2620,10536,"1",0,0,3,8,1520,1100,1979,0,"98075",47.5847,-122.075,2760,12431 +"0323059316","20150505T000000",535000,5,2.5,3190,6178,"2",0,0,3,8,3190,0,2003,0,"98059",47.5104,-122.154,2480,7548 +"6802200190","20150121T000000",222500,3,2,1450,9044,"2",0,0,3,7,1450,0,1990,0,"98022",47.1955,-121.987,1450,9044 +"1773100430","20150424T000000",313500,2,1.5,1270,1282,"2",0,0,3,8,1000,270,2006,0,"98106",47.5581,-122.363,1270,1325 +"6137610190","20150317T000000",632000,3,2.25,2730,7521,"2",0,2,3,9,2730,0,1992,0,"98011",47.7704,-122.196,2700,8204 +"1568100387","20150322T000000",467000,3,2,1840,3432,"2",0,0,3,7,1840,0,2012,0,"98155",47.7368,-122.295,1280,7573 +"3826500290","20150424T000000",339000,3,2.25,1970,7210,"1",0,0,4,8,1380,590,1978,0,"98030",47.3821,-122.171,1970,7350 +"0629410190","20140619T000000",712000,3,2.75,3200,6699,"2",0,0,3,9,3200,0,2004,0,"98075",47.5884,-121.991,3020,6699 +"4189800050","20140520T000000",335000,3,1,1060,10050,"1",0,0,4,7,1060,0,1967,0,"98028",47.7355,-122.231,1570,9938 +"6126600950","20140717T000000",470000,3,3.25,1740,1693,"2",0,0,3,8,1360,380,2007,0,"98116",47.558,-122.382,1130,1626 +"5411800250","20140724T000000",367000,3,1,810,7000,"1",0,0,3,7,810,0,1968,0,"98052",47.6591,-122.134,1820,7589 +"7853302140","20140524T000000",440500,3,2.5,2460,4399,"2",0,0,3,7,2460,0,2007,0,"98065",47.5415,-121.884,2060,4399 +"1423910670","20140527T000000",305000,4,1,2100,9288,"1",0,0,4,7,1050,1050,1968,0,"98058",47.4558,-122.171,1600,8550 +"2301400470","20140908T000000",635000,3,1.75,1530,5000,"1",0,2,3,7,1020,510,1948,0,"98117",47.6806,-122.36,1530,5000 +"1860600290","20140627T000000",1.02e+006,3,2.25,1670,4800,"1.5",0,3,3,8,1670,0,1903,0,"98119",47.6356,-122.367,2300,4800 +"9267200345","20140602T000000",342000,2,2.5,1175,1366,"2",0,0,3,8,740,435,2005,0,"98103",47.6962,-122.342,1710,1255 +"3826500170","20141111T000000",283000,3,2.25,2130,8800,"1",0,0,3,8,1270,860,1978,0,"98030",47.383,-122.168,1960,8075 +"9804500420","20150424T000000",430000,4,2.75,2470,50123,"1",0,0,3,8,1280,1190,1978,0,"98022",47.2504,-122,2200,54520 +"2895550190","20140808T000000",245000,4,2.5,1700,4268,"2",0,0,3,7,1700,0,2000,0,"98001",47.3303,-122.268,1700,4488 +"6699930440","20140605T000000",355500,3,2.5,2600,5540,"2",0,0,3,8,2600,0,2004,0,"98038",47.3446,-122.041,2600,5540 +"3543900380","20150409T000000",395000,3,1,1460,5000,"1",0,0,4,7,1460,0,1934,1960,"98115",47.6837,-122.32,1790,4000 +"0059500050","20141216T000000",324900,4,2.25,2010,7280,"2",0,0,4,8,2010,0,1988,0,"98032",47.3585,-122.286,1660,7579 +"9274202885","20140508T000000",660000,3,1.75,1320,5750,"1.5",0,0,5,7,1320,0,1918,0,"98116",47.5848,-122.391,1440,5750 +"7701930050","20140811T000000",570000,3,2.5,3150,20189,"2",0,0,3,10,3150,0,1990,0,"98058",47.447,-122.088,2920,20612 +"0200800480","20141106T000000",552321,3,2.5,1960,8469,"2",0,0,4,8,1960,0,1984,0,"98052",47.7236,-122.105,2040,8189 +"3835500005","20140528T000000",1.1e+006,2,1.75,2050,11900,"1",0,0,4,8,2050,0,1950,0,"98004",47.6209,-122.219,2980,11900 +"9543000896","20140825T000000",237000,3,1.5,1800,9216,"1",0,0,4,7,1800,0,1950,0,"98001",47.2739,-122.249,1400,10022 +"1090000005","20150504T000000",402000,2,1,1210,5600,"1.5",0,0,3,7,1210,0,1922,0,"98136",47.5322,-122.392,1400,5028 +"5561000430","20141016T000000",470000,3,2.25,1830,39165,"1",0,0,5,8,1830,0,1963,0,"98027",47.4612,-121.992,2020,36184 +"1568100670","20150320T000000",395900,3,1.75,1880,8706,"1",0,0,3,7,940,940,1927,0,"98155",47.7362,-122.292,1880,7200 +"6813600440","20141022T000000",442000,2,1.75,860,5535,"1",0,0,3,7,860,0,1948,0,"98103",47.6901,-122.331,1420,4960 +"7701990380","20141015T000000",795000,4,2.75,2890,16397,"2",0,0,3,10,2890,0,1997,0,"98077",47.7102,-122.072,3170,16397 +"7153400010","20140812T000000",190500,3,2,1390,10155,"1",0,0,3,7,1130,260,1980,0,"98003",47.2575,-122.305,1790,10155 +"5608010420","20141120T000000",808000,4,2.75,3340,7230,"2",0,0,3,9,3340,0,1996,0,"98027",47.549,-122.096,3230,7529 +"9141100073","20140826T000000",500000,4,2.5,2040,6685,"2",0,0,3,8,2040,0,1998,0,"98133",47.7413,-122.354,1890,8253 +"0629400480","20140619T000000",775000,4,2.75,3010,15992,"2",0,0,3,11,3010,0,1996,0,"98075",47.5895,-121.994,3330,12333 +"9250900104","20141110T000000",300000,5,1.75,2110,8500,"1",0,0,3,7,1100,1010,1962,0,"98133",47.7737,-122.35,2020,8500 +"9250900104","20150410T000000",496000,5,1.75,2110,8500,"1",0,0,3,7,1100,1010,1962,0,"98133",47.7737,-122.35,2020,8500 +"5104531700","20140620T000000",448000,4,2.5,2510,6853,"2",0,2,3,9,2510,0,2006,0,"98038",47.3547,-122.003,3400,6965 +"0623039026","20141125T000000",645000,2,2.25,2770,11884,"1",0,3,4,8,1570,1200,1969,0,"98070",47.5098,-122.474,2310,17097 +"7626200235","20140523T000000",464600,3,1.75,1120,5500,"1.5",0,0,4,7,1120,0,1925,0,"98136",47.5445,-122.391,1490,5500 +"7228500425","20140728T000000",590000,3,1,1530,2370,"2",0,0,3,8,1530,0,1901,0,"98122",47.6108,-122.303,1310,2370 +"3332500095","20141007T000000",399000,3,2.5,1800,3300,"2",0,0,3,7,1690,110,2004,0,"98118",47.5491,-122.276,1570,3902 +"7950300440","20141015T000000",305000,2,1,1030,6000,"1",0,0,3,7,1030,0,1925,0,"98118",47.5669,-122.283,1510,5000 +"8143000280","20141121T000000",478000,3,1.75,1210,6175,"1",0,0,3,7,1210,0,1976,0,"98034",47.7291,-122.202,1520,7475 +"4045500715","20141217T000000",598800,1,1,1090,32010,"1",0,0,4,6,1090,0,1958,0,"98014",47.6928,-121.87,1870,25346 +"1155620190","20140603T000000",430000,4,2.25,1790,7203,"1",0,0,4,7,1110,680,1973,0,"98155",47.7709,-122.294,2270,9000 +"3332000715","20140701T000000",433000,4,1.5,1550,5053,"1",0,0,4,7,1180,370,1963,0,"98118",47.5499,-122.274,1450,5639 +"5113000420","20150320T000000",420000,4,2.75,2400,20000,"1",0,0,3,8,1170,1230,1961,2015,"98058",47.4556,-122.087,1690,20000 +"3223039181","20140609T000000",585000,4,1.75,2470,131790,"2",0,2,3,8,2470,0,1937,0,"98070",47.4421,-122.444,1470,92747 +"7399300420","20140818T000000",255000,3,1,1170,7395,"1",0,0,4,7,1170,0,1969,0,"98055",47.4627,-122.19,1430,7920 +"1088400190","20150422T000000",305000,3,1,1120,10125,"1",0,0,3,6,1120,0,1961,0,"98059",47.4794,-122.078,1120,8820 +"1588600177","20150225T000000",396000,4,1,1040,4420,"1.5",0,0,3,6,1040,0,1944,0,"98117",47.6945,-122.368,1310,4920 +"9264950420","20140508T000000",347500,4,2.5,2460,7350,"2",0,0,3,9,2460,0,1989,0,"98023",47.3061,-122.349,2390,8568 +"5418650080","20140814T000000",900000,4,2.5,3690,11468,"2",0,0,3,11,3690,0,1987,0,"98027",47.5699,-122.092,3370,10751 +"9492800020","20140930T000000",425000,3,1.75,1960,43332,"1",0,0,4,7,1400,560,1982,0,"98077",47.739,-122.048,2010,44431 +"0323089173","20140519T000000",429000,3,2.5,1920,15124,"2",0,0,3,8,1920,0,1995,0,"98045",47.5015,-121.773,1920,16477 +"6821102358","20150224T000000",540000,3,2.25,1670,3135,"2",0,0,3,8,1220,450,2002,0,"98199",47.6478,-122.396,1630,1596 +"0943100689","20150127T000000",324950,3,2,1340,9750,"1",0,0,4,7,890,450,1974,0,"98024",47.5644,-121.898,1460,12900 +"8722100825","20150429T000000",1.049e+006,3,2.25,2610,3357,"2",0,0,4,7,1980,630,1926,0,"98112",47.638,-122.306,1940,3357 +"4223000280","20141029T000000",221000,4,1.75,1540,7200,"1",0,0,3,7,1260,280,1966,0,"98003",47.3424,-122.308,1540,8416 +"1454100122","20140611T000000",405000,3,2,1640,7201,"1",0,0,3,8,1640,0,1948,0,"98125",47.7216,-122.289,1750,7201 +"3323500010","20150107T000000",1.15e+006,3,2.5,2100,15120,"1",0,0,4,8,2100,0,1953,0,"98004",47.6201,-122.222,3070,16078 +"9557300080","20140822T000000",588000,4,1.75,1930,7245,"1",0,0,4,8,1510,420,1972,0,"98008",47.6396,-122.112,1880,7245 +"6306100080","20140909T000000",234950,3,2,1430,10850,"1",0,0,3,7,1430,0,1994,0,"98001",47.2671,-122.233,1610,8015 +"5700001100","20141007T000000",580000,4,1.5,2430,4995,"1.5",0,0,4,7,1730,700,1928,0,"98144",47.5782,-122.292,2240,5000 +"6187500080","20140716T000000",637000,5,3,2460,7240,"1",0,0,3,9,1840,620,1991,0,"98006",47.5486,-122.189,2530,7885 +"7369600080","20141030T000000",704000,4,2.25,2490,6973,"1",0,0,4,8,1490,1000,1953,0,"98199",47.6516,-122.409,1780,5612 +"1623049145","20140925T000000",210000,2,1,880,9750,"1",0,0,5,6,880,0,1938,0,"98168",47.4885,-122.298,1220,9406 +"2877102330","20140516T000000",772000,4,2.5,2110,3750,"2",0,0,3,8,2110,0,2000,0,"98117",47.6789,-122.363,1700,5000 +"0546001060","20150427T000000",763000,4,1.75,1850,4388,"2",0,0,5,8,1850,0,1941,0,"98117",47.6885,-122.381,1410,4107 +"2822059091","20150218T000000",213500,2,1.5,2060,7713,"1.5",0,0,4,7,2060,0,1930,0,"98030",47.3722,-122.185,1780,7713 +"3971701300","20141220T000000",255000,2,1,1360,9367,"1",0,0,4,6,680,680,1924,0,"98155",47.7689,-122.315,1360,7543 +"1732600050","20141017T000000",423500,3,2,2000,10490,"1",0,0,3,8,1430,570,1978,0,"98033",47.6976,-122.166,1530,7659 +"3585900430","20141222T000000",520000,3,1.5,1810,18483,"1",0,0,3,8,1810,0,1954,0,"98177",47.7617,-122.378,2920,20279 +"6791000050","20140908T000000",550000,3,2.75,2230,14400,"1",0,0,4,8,1460,770,1977,0,"98075",47.5791,-122.048,2200,13280 +"1818800289","20150121T000000",795000,3,2.75,1820,7517,"1",0,0,3,9,1820,0,1997,0,"98116",47.5705,-122.406,2540,8035 +"2738600080","20140815T000000",495000,4,3,2740,2811,"2",0,0,3,8,2240,500,2003,0,"98072",47.7738,-122.158,2740,3596 +"1310440950","20150302T000000",455000,4,2.5,2710,6558,"2",0,0,3,9,2710,0,1997,0,"98058",47.434,-122.109,2710,7635 +"1322049150","20150305T000000",85000,2,1,910,9753,"1",0,0,3,5,910,0,1947,0,"98032",47.3897,-122.236,1160,7405 +"0007200080","20141104T000000",239000,4,2,1980,10585,"1.5",0,0,2,6,1980,0,1924,0,"98055",47.4836,-122.214,1360,7810 +"1788800080","20140730T000000",184900,3,1,1040,10080,"1",0,0,3,6,1040,0,1959,0,"98023",47.329,-122.343,1000,8736 +"1328320920","20150421T000000",386000,4,2.25,2810,8560,"1",0,0,3,8,1610,1200,1979,0,"98058",47.4437,-122.124,2400,7600 +"7283900185","20140604T000000",415000,4,2.5,2000,5962,"2",0,0,3,8,2000,0,1999,0,"98133",47.7695,-122.35,1790,10500 +"8685500020","20150512T000000",387000,3,1,1530,6372,"1",0,0,3,7,1210,320,1962,0,"98118",47.535,-122.289,1960,6426 +"1338800425","20150304T000000",2.14e+006,6,4,5110,7128,"2.5",0,0,4,11,5110,0,1906,0,"98112",47.6285,-122.304,4110,6480 +"0282500010","20150107T000000",685000,4,2.25,3133,16197,"2",0,0,3,9,2533,600,1965,2010,"98166",47.4255,-122.338,3090,15588 +"0798000630","20141031T000000",340000,4,2.5,2020,32710,"1",0,0,3,7,1070,950,1941,0,"98168",47.4969,-122.33,1340,17700 +"5583200345","20150511T000000",422000,2,1,750,4000,"1",0,0,4,6,750,0,1926,0,"98118",47.5547,-122.272,1120,5038 +"1036100130","20140808T000000",442000,3,2.5,1980,39932,"2",0,0,3,8,1980,0,1994,0,"98011",47.7433,-122.196,2610,12769 +"0795002375","20140527T000000",280000,3,1,1200,6250,"1",0,0,3,6,920,280,1943,0,"98168",47.5095,-122.331,1280,9375 +"1245000461","20140703T000000",1.15e+006,5,2.5,3580,8921,"2",0,0,3,9,3580,0,2000,0,"98033",47.693,-122.202,2710,9308 +"6802200280","20141110T000000",279000,3,2.5,2010,11618,"2",0,0,3,7,2010,0,1990,0,"98022",47.1956,-121.985,1550,9354 +"9521100795","20140623T000000",569000,4,2,1730,3884,"1",0,0,5,7,1060,670,1924,0,"98103",47.6624,-122.349,1360,3563 +"4039800080","20140529T000000",1.355e+006,5,3.5,5960,13703,"2",0,2,3,10,4770,1190,1984,0,"98008",47.6151,-122.107,2810,17320 +"6146600595","20150410T000000",209950,2,1,860,5080,"1",0,0,3,7,860,0,1960,0,"98032",47.39,-122.236,1250,6477 +"6380500151","20150317T000000",468000,3,1.5,1370,7697,"1",0,0,3,7,1370,0,1939,0,"98177",47.7153,-122.361,1370,7697 +"8643000185","20150430T000000",237100,3,1.75,1360,9603,"1",0,0,3,7,1360,0,1963,0,"98198",47.3959,-122.309,2240,10605 +"7212650950","20140708T000000",336000,4,2.5,2530,8169,"2",0,0,3,8,2530,0,1993,0,"98003",47.2634,-122.312,2220,8013 +"0357000005","20141222T000000",500000,4,2,1680,3813,"2",0,0,4,7,1680,0,1900,0,"98144",47.593,-122.293,2540,3996 +"5648600010","20150426T000000",290000,3,2.5,1580,6860,"2",0,0,3,7,1580,0,1995,0,"98055",47.4447,-122.188,1580,7050 +"2818600010","20150314T000000",1.185e+006,7,3.5,3890,8342,"2",0,4,3,9,2840,1050,1968,0,"98117",47.7011,-122.392,2870,8342 +"9842300095","20140725T000000",365000,5,2,1600,4168,"1.5",0,0,3,7,1600,0,1927,0,"98126",47.5297,-122.381,1190,4168 +"3977630130","20150325T000000",146300,3,1,1200,9668,"1",0,0,5,6,1200,0,1975,0,"98092",47.3156,-122.128,1200,9800 +"5160300020","20140609T000000",554000,3,1.75,1760,10780,"1",0,0,3,8,1760,0,1977,0,"98005",47.5938,-122.154,2090,10780 +"3754700050","20140618T000000",424000,3,2,1670,7700,"1",0,0,3,7,1170,500,1972,0,"98034",47.725,-122.2,1500,7875 +"0629860010","20150429T000000",1.348e+006,4,3.5,4640,9827,"2",0,2,3,10,3210,1430,2007,0,"98027",47.5524,-122.078,3810,8207 +"0446000010","20141119T000000",508500,4,1.5,1800,6750,"1.5",0,0,4,7,1800,0,1950,0,"98115",47.6868,-122.285,1420,5900 +"8562000010","20150501T000000",244500,3,1.75,1210,8864,"1",0,0,3,7,1210,0,1985,0,"98042",47.3639,-122.08,1510,8062 +"0646910480","20141120T000000",206000,2,2.5,1280,1566,"2",0,0,3,7,1280,0,2005,0,"98055",47.4336,-122.195,1460,1845 +"0868000415","20140905T000000",643500,3,2,1650,7104,"2",0,0,3,8,1650,0,1945,1986,"98177",47.7053,-122.374,1730,7104 +"1826049430","20140520T000000",372500,4,1.75,1590,10523,"2",0,0,4,7,1590,0,1922,0,"98133",47.7358,-122.342,1610,8568 +"2769600190","20140715T000000",630000,5,2,1900,5000,"1",0,2,3,8,1720,180,1957,0,"98107",47.6735,-122.362,1770,5000 +"3630070280","20140710T000000",418000,2,2.5,1500,3608,"2",0,0,3,8,1500,0,2005,0,"98029",47.5472,-121.994,2080,2686 +"8944460190","20150225T000000",425000,4,2.5,2689,6688,"2",0,0,3,9,2689,0,2006,0,"98030",47.3803,-122.184,2665,5700 +"3630180470","20150205T000000",800000,4,2.75,3250,5500,"2",0,0,3,9,3250,0,2007,0,"98027",47.5398,-121.997,3920,6000 +"6099400293","20141208T000000",208000,2,1,960,13438,"1",0,0,3,7,960,0,1951,0,"98168",47.4745,-122.295,1630,11656 +"6791000280","20140714T000000",476000,3,1.75,1650,9600,"1",0,0,4,7,1650,0,1977,0,"98075",47.5779,-122.044,2040,12220 +"7796450190","20150202T000000",277500,3,2.5,1690,5171,"2",0,0,3,8,1690,0,2003,0,"98023",47.2779,-122.347,2550,5025 +"2294900010","20140813T000000",478000,3,1.75,2790,36585,"1",0,0,4,8,1410,1380,1970,0,"98027",47.4734,-121.999,1900,45302 +"1186000095","20140708T000000",890000,4,2.75,2310,4020,"3",0,0,5,8,2310,0,1979,0,"98122",47.6154,-122.291,2270,3750 +"2770601763","20150323T000000",450000,3,3.5,1790,1288,"3",0,0,3,8,1390,400,2000,0,"98199",47.651,-122.384,1560,1426 +"3392100050","20140625T000000",205000,3,1,1230,8750,"1",0,0,3,6,1230,0,1965,0,"98003",47.3266,-122.334,1230,8750 +"2878600655","20140718T000000",665000,3,2,1620,2640,"1.5",0,0,5,8,1620,0,1929,0,"98115",47.6884,-122.322,1470,4080 +"3299200080","20141003T000000",518000,4,2.75,2440,12051,"1",0,0,5,8,1440,1000,1966,0,"98133",47.7456,-122.351,2030,8006 +"2564900020","20140924T000000",465000,4,2.25,2100,7350,"2",0,0,3,8,2100,0,1979,0,"98033",47.7019,-122.171,1780,7350 +"2111010080","20140617T000000",330000,3,2.5,3040,7232,"2",0,0,3,7,3040,0,2003,0,"98092",47.3355,-122.168,2760,6926 +"6669080020","20141226T000000",449400,4,3,2490,5064,"2",0,0,3,7,2490,0,2007,0,"98056",47.5139,-122.189,2470,5064 +"8682300010","20150206T000000",829000,3,2.75,2690,10443,"1",0,0,3,9,2690,0,2007,0,"98053",47.7185,-122.024,1440,4185 +"1974200020","20150220T000000",450000,4,1.75,2190,9752,"1",0,0,3,8,2190,0,1964,0,"98034",47.7108,-122.239,2040,9964 +"3211000190","20141001T000000",310000,3,1.75,1490,9120,"1",0,0,5,7,1490,0,1959,0,"98059",47.4806,-122.163,1340,8040 +"6354000050","20140908T000000",615000,3,2.25,2530,45234,"2",0,0,4,9,2530,0,1985,0,"98072",47.7221,-122.12,3110,35617 +"0625049153","20140603T000000",605000,3,2,2060,4040,"1",0,0,4,8,1120,940,1947,0,"98103",47.6798,-122.352,1500,4000 +"5561000190","20140502T000000",437500,3,2.25,1970,35100,"2",0,0,4,9,1970,0,1977,0,"98027",47.4635,-121.991,2340,35100 +"4449800595","20140922T000000",545000,3,1.75,1400,4000,"1.5",0,0,4,7,1400,0,1925,0,"98117",47.6902,-122.388,1050,4330 +"1115750190","20140717T000000",770000,3,2.5,3680,35617,"1",0,0,3,10,2390,1290,1985,0,"98052",47.7213,-122.12,3570,35633 +"8644300170","20140703T000000",600000,5,2.25,3000,13899,"2",0,0,4,8,3000,0,1975,0,"98052",47.6373,-122.105,2270,10763 +"9523102660","20140513T000000",560000,3,1,1440,5000,"2",0,0,3,7,1440,0,1910,0,"98103",47.6741,-122.354,1850,4500 +"1630700380","20150130T000000",1.92e+006,5,5.75,7730,230868,"2",0,0,3,12,6660,1070,2004,0,"98077",47.7615,-122.084,2660,39292 +"7588700007","20141124T000000",457000,3,1,1170,3348,"1.5",0,0,4,7,1170,0,1924,0,"98117",47.687,-122.378,1590,4219 +"3501600235","20140505T000000",585000,2,1,1770,8640,"1.5",0,0,3,6,1520,250,1949,0,"98117",47.6926,-122.363,1060,4804 +"9545230280","20140507T000000",560000,3,2,1860,13374,"1",0,0,3,8,1860,0,1985,0,"98027",47.5397,-122.054,1960,9797 +"7905200130","20150405T000000",345000,2,1,770,3008,"1",0,0,4,5,770,0,1917,0,"98116",47.5686,-122.389,1550,4563 +"2742100250","20140720T000000",550000,4,3.5,3820,17745,"2",0,2,3,8,2440,1380,1955,0,"98108",47.557,-122.295,2520,9640 +"5104540500","20140624T000000",589950,4,2.5,3190,8195,"2",0,0,3,10,3190,0,2006,0,"98038",47.3555,-122.003,3400,7607 +"0638100073","20140602T000000",327000,3,1.5,1320,13200,"1",0,0,3,7,1320,0,1970,0,"98059",47.5009,-122.143,1730,13200 +"3022039071","20140530T000000",800000,2,2.25,1730,31491,"2",1,2,4,7,1730,0,1947,1988,"98070",47.373,-122.464,1400,12410 +"3426079024","20140521T000000",150000,3,1,1010,25000,"1",0,0,3,6,1010,0,1966,0,"98014",47.6927,-121.901,2020,101494 +"2767604254","20140603T000000",425000,2,2.5,1140,1182,"3",0,0,3,8,1140,0,2007,0,"98107",47.6713,-122.383,1290,1189 +"1138010170","20140801T000000",350000,3,1,860,7030,"1",0,0,3,7,860,0,1973,0,"98034",47.7151,-122.211,1360,7500 +"9407100500","20150311T000000",273000,3,1.75,1540,10545,"2",0,0,4,6,1540,0,1978,0,"98045",47.4451,-121.763,1540,10000 +"0191100250","20150320T000000",750000,4,2.25,2160,9525,"1",0,0,3,8,1080,1080,1961,0,"98040",47.5651,-122.221,2780,9525 +"1557000190","20141009T000000",240000,3,1.5,1450,9477,"1",0,0,4,7,1450,0,1963,0,"98031",47.4215,-122.203,1460,9477 +"8732020670","20150320T000000",400000,3,1.75,1830,9620,"1",0,0,4,8,1830,0,1978,0,"98023",47.3123,-122.389,1990,8280 +"5029450290","20141003T000000",230000,3,1.5,1630,6625,"1",0,0,5,7,980,650,1980,0,"98023",47.29,-122.368,1440,7145 +"8035600290","20150413T000000",372000,4,2.5,2500,8215,"2",0,0,3,8,2500,0,1990,0,"98031",47.4124,-122.204,2360,7801 +"6450301835","20140705T000000",459500,3,1.75,1470,4950,"1",0,0,3,7,1030,440,1984,0,"98133",47.7325,-122.337,1100,5250 +"6388930420","20140805T000000",582000,3,2.5,2380,19860,"2",0,0,4,8,2380,0,1995,0,"98056",47.5255,-122.173,2450,10220 +"2296700470","20141106T000000",465000,4,2.5,2170,7700,"1",0,0,3,7,1420,750,1969,0,"98034",47.7216,-122.219,1710,7770 +"1473120190","20140530T000000",386000,3,2,2120,7560,"1",0,0,3,9,2120,0,1991,0,"98058",47.435,-122.16,2660,7700 +"0011200290","20140609T000000",546000,3,2.5,1530,3464,"2",0,0,3,8,1530,0,1998,0,"98007",47.6179,-122.141,1530,3446 +"5530000050","20141027T000000",278000,3,1.75,2710,9088,"1",0,0,4,7,2060,650,1965,0,"98001",47.3073,-122.272,1690,10454 +"7853220670","20140918T000000",540000,3,2.5,2860,8935,"2",0,0,3,8,2860,0,2004,0,"98065",47.5336,-121.855,2650,6167 +"3124089049","20141208T000000",529000,4,1.75,2800,90169,"2",0,0,3,7,2800,0,1934,1985,"98065",47.5204,-121.829,1600,27194 +"0868000305","20140617T000000",554000,4,1,1120,7104,"1.5",0,0,3,7,1120,0,1946,0,"98177",47.7055,-122.372,1370,7104 +"1311200380","20140827T000000",210000,3,1,1730,7210,"1",0,0,3,7,1430,300,1963,0,"98001",47.3404,-122.28,1820,7210 +"9197100101","20150504T000000",225000,2,1,1010,5408,"1",0,0,4,6,1010,0,1926,0,"98032",47.3759,-122.238,980,7800 +"6646200280","20140715T000000",561600,4,2.5,2350,6624,"2",0,0,3,9,2350,0,1990,0,"98074",47.6262,-122.045,2590,11240 +"7116500920","20140520T000000",300000,6,5.25,2860,5682,"2",0,0,3,7,2860,0,1978,0,"98002",47.303,-122.221,1390,5956 +"1068000255","20140827T000000",1.65e+006,4,3.5,4285,9567,"2",0,1,5,10,3485,800,1946,0,"98199",47.6434,-122.409,2960,6902 +"1240700170","20140609T000000",1.0171e+006,4,3.75,4060,19290,"2",0,0,3,10,4060,0,2002,0,"98074",47.6051,-122.053,4020,13250 +"4031000250","20140626T000000",150000,3,1,1310,9612,"1",0,0,3,7,960,350,1962,0,"98001",47.2958,-122.285,1310,9812 +"7625703260","20140924T000000",400950,2,1.75,2320,6250,"1",0,0,3,7,1400,920,1948,0,"98136",47.5468,-122.386,1420,6250 +"8651580660","20150121T000000",620000,4,2.25,2210,8101,"2",0,0,3,9,2210,0,1985,0,"98074",47.6475,-122.07,2330,8842 +"6117500980","20140818T000000",449000,4,2.75,2090,14141,"1.5",0,0,4,8,1680,410,1941,0,"98166",47.4333,-122.347,1990,12920 +"9547205380","20140728T000000",630000,4,2.5,2240,4025,"1",0,2,3,7,1250,990,1926,2005,"98115",47.6818,-122.311,1380,3500 +"0414100280","20150414T000000",336000,2,1,1180,7200,"1",0,0,4,6,1180,0,1949,0,"98133",47.7475,-122.342,1180,7200 +"0321059091","20140605T000000",299950,4,1.75,1560,31299,"1",0,0,4,7,1560,0,1965,0,"98092",47.3384,-122.164,2460,44907 +"7772000010","20150309T000000",352500,4,2,1970,7451,"1",0,0,3,8,1350,620,1962,0,"98133",47.765,-122.335,1980,7510 +"0007200179","20141016T000000",150000,2,1,840,12750,"1",0,0,3,6,840,0,1925,0,"98055",47.484,-122.211,1480,6969 +"0007200179","20150424T000000",175000,2,1,840,12750,"1",0,0,3,6,840,0,1925,0,"98055",47.484,-122.211,1480,6969 +"8029500380","20140731T000000",305000,3,2,1830,10873,"1",0,0,3,8,1830,0,1989,0,"98023",47.3066,-122.394,2490,8976 +"0825059178","20140923T000000",2.574e+006,4,3.75,4475,20424,"2",1,4,3,12,2659,1816,1999,0,"98033",47.6646,-122.208,4340,5250 +"6021502750","20140715T000000",607500,3,1.5,1800,4700,"1",0,0,3,7,1200,600,1941,0,"98117",47.6858,-122.385,1580,4700 +"9268200380","20141118T000000",505000,2,1,1250,5040,"1",0,0,3,7,950,300,1920,0,"98117",47.6959,-122.365,1290,5040 +"2008000420","20141027T000000",280500,3,1.75,2440,10179,"1",0,0,4,7,1220,1220,1962,0,"98198",47.4118,-122.314,1650,9711 +"8914100170","20140731T000000",610000,3,2.5,2910,12283,"2",0,2,3,10,2910,0,1993,0,"98058",47.4602,-122.152,2680,22499 +"6654700250","20140812T000000",381000,5,2.75,3060,6895,"2",0,0,3,8,3060,0,2003,0,"98042",47.3809,-122.098,2590,6895 +"6139800430","20140522T000000",482000,5,2.25,2230,9600,"1",0,0,3,8,1320,910,1978,0,"98077",47.7466,-122.076,2080,9760 +"9477201470","20141022T000000",379950,3,1,1270,6900,"1",0,0,3,7,1270,0,1977,0,"98034",47.7279,-122.192,1480,7280 +"3025300095","20141009T000000",2.5e+006,4,4.5,4300,19844,"2",0,0,3,11,4300,0,1985,1999,"98039",47.6218,-122.237,3070,19845 +"3211290050","20140623T000000",425000,3,2.25,1580,39189,"1",0,0,3,7,1180,400,1992,0,"98053",47.6365,-121.972,1580,29649 +"7511200190","20140910T000000",580000,4,2.25,2570,36465,"2",0,0,4,8,2570,0,1980,0,"98053",47.6555,-122.042,2390,41454 +"5739601300","20150330T000000",605000,2,1,860,6510,"1",0,0,3,7,860,0,1952,0,"98004",47.6021,-122.202,1740,10800 +"3278602660","20140520T000000",194000,1,1,820,1060,"1",0,0,3,8,760,60,2007,0,"98126",47.5472,-122.372,1770,1853 +"8078410250","20150401T000000",546200,4,2.25,2090,8579,"2",0,0,3,8,2090,0,1987,0,"98074",47.6364,-122.03,1850,8843 +"2798000020","20140815T000000",1.395e+006,4,3.5,3560,16782,"2",0,0,3,10,2560,1000,2014,0,"98040",47.5569,-122.225,3100,18047 +"2739200050","20150403T000000",315000,3,1.75,1860,9629,"1",0,0,4,7,1240,620,1961,0,"98059",47.4913,-122.143,1940,9629 +"9278200095","20141217T000000",465000,3,1.5,900,8690,"1.5",0,0,5,6,900,0,1941,0,"98116",47.5751,-122.393,1000,6150 +"3222079120","20141001T000000",330000,2,1,1160,32251,"1",0,0,3,6,580,580,1963,2000,"98010",47.3537,-121.939,1160,33656 +"4401200010","20140808T000000",795000,4,2.75,3100,7501,"2",0,0,3,10,3100,0,1998,0,"98052",47.6859,-122.109,3140,8672 +"2473250280","20140826T000000",265000,4,2.25,2300,9100,"1",0,0,3,7,1280,1020,1977,0,"98058",47.4576,-122.16,1640,9100 +"4441300170","20150112T000000",1.3e+006,4,2.5,3110,11857,"2",0,4,3,11,2040,1070,1990,0,"98117",47.6952,-122.402,3110,11570 +"0723049530","20150505T000000",126500,3,1,1130,12212,"1",0,0,3,6,1130,0,1942,0,"98146",47.4952,-122.34,1190,9240 +"6752510010","20140805T000000",760000,4,2.5,2920,7901,"2",0,0,3,9,2920,0,2004,0,"98052",47.7036,-122.125,3020,7900 +"0955000430","20140903T000000",540000,2,1.25,1230,1569,"2",0,0,3,9,1050,180,2009,0,"98112",47.6193,-122.304,1100,1230 +"8663100050","20140519T000000",446000,5,2.75,2190,12687,"1",0,0,5,7,1370,820,1978,0,"98028",47.7762,-122.257,2280,10784 +"0226109056","20150326T000000",170000,1,0.75,850,5600,"1",0,2,3,6,850,0,1903,1994,"98019",47.7654,-121.48,900,12250 +"2558600130","20141023T000000",379000,3,2.5,1500,7420,"1",0,0,3,7,1000,500,1972,0,"98034",47.7236,-122.174,1840,7272 +"8823900290","20150317T000000",1.4e+006,9,4,4620,5508,"2.5",0,0,3,11,3870,750,1915,0,"98105",47.6684,-122.309,2710,4320 +"8691400080","20140620T000000",800000,4,2.75,3150,7035,"2",0,0,3,9,3150,0,2004,0,"98075",47.5979,-121.974,3200,7035 +"0621069102","20150316T000000",260000,3,1,1300,10139,"1",0,0,3,7,1300,0,1962,2007,"98042",47.3427,-122.087,1260,10139 +"5456000280","20150310T000000",820000,5,2.5,3160,8000,"1",0,0,4,7,1580,1580,1960,0,"98040",47.5735,-122.208,2440,8079 +"2891400380","20150414T000000",449950,3,1.75,2070,96703,"1",0,3,4,7,2070,0,1999,0,"98092",47.2853,-122.008,1820,117612 +"2297400020","20140902T000000",392000,3,2.25,1790,7125,"1",0,0,3,7,1220,570,1974,0,"98034",47.7184,-122.226,2040,7950 +"7215721350","20150422T000000",465000,3,2.5,1650,4636,"2",0,0,3,8,1650,0,1999,0,"98075",47.5997,-122.016,1650,4504 +"5490210670","20140822T000000",449950,4,2.5,2070,7312,"1",0,0,4,7,1230,840,1977,0,"98052",47.6958,-122.12,1770,7668 +"6431500122","20150428T000000",520000,3,1.5,1580,8841,"1.5",0,0,5,7,1180,400,1923,0,"98103",47.6931,-122.352,1580,7512 +"3376600170","20140828T000000",546800,4,2.25,2170,10000,"1",0,0,3,8,1420,750,1975,0,"98008",47.6219,-122.109,2390,11000 +"8861000235","20150324T000000",825000,4,2.75,2220,11925,"1",0,0,3,7,1560,660,1953,1985,"98004",47.6381,-122.205,2500,11377 +"2881700231","20150422T000000",337000,3,1.75,1440,11364,"1",0,0,3,7,1440,0,1985,0,"98155",47.743,-122.328,1950,9390 +"0534000080","20140611T000000",333000,2,1,720,6686,"1",0,0,3,6,720,0,1942,0,"98117",47.7003,-122.362,1200,6686 +"6371000020","20141111T000000",380000,2,2,1120,780,"2",0,0,3,8,760,360,2004,0,"98116",47.5788,-122.41,1120,1322 +"7212651440","20150428T000000",280000,3,2.5,1970,8426,"2",0,0,3,8,1970,0,1992,0,"98003",47.2674,-122.306,1970,9197 +"7575500080","20141120T000000",202000,3,1.5,1420,9081,"1",0,0,4,6,1420,0,1990,0,"98022",47.1948,-121.999,1090,8410 +"7197800020","20150427T000000",585000,4,2.5,2250,4119,"2",0,0,3,8,2250,0,2001,0,"98075",47.5973,-122.034,2290,3115 +"5592900285","20141104T000000",435000,4,2,2630,9663,"1",0,1,4,8,1330,1300,1956,0,"98056",47.4841,-122.19,1900,8894 +"0525069127","20140523T000000",1.2e+006,4,3.5,4740,172497,"2",0,0,3,11,4740,0,2003,0,"98053",47.6779,-122.075,2120,49658 +"2460900010","20140924T000000",364000,2,2.25,1280,2574,"2",0,0,3,7,1280,0,1992,0,"98144",47.5939,-122.302,1250,3960 +"1566100595","20140514T000000",300000,3,1,1260,8280,"1",0,0,3,6,1260,0,1946,0,"98115",47.7,-122.299,2100,8280 +"8682291680","20150317T000000",558000,2,1.75,1930,4601,"1",0,0,3,8,1930,0,2006,0,"98053",47.7196,-122.022,1670,4500 +"7841300285","20140811T000000",199950,1,1.5,1048,4800,"1",0,0,3,7,1048,0,1942,0,"98055",47.4759,-122.212,950,4800 +"6071700020","20140827T000000",515000,3,2.25,1640,8400,"1",0,0,4,8,1640,0,1962,0,"98006",47.5484,-122.172,2110,8400 +"4315700275","20141107T000000",590000,4,2.5,2380,4950,"2",0,0,3,8,2380,0,2004,0,"98136",47.5382,-122.391,1370,5120 +"2330000130","20140723T000000",813500,4,2,2530,15520,"1",0,0,5,8,2220,310,1964,0,"98005",47.613,-122.167,2500,13300 +"1246700103","20150423T000000",725000,4,2.5,2700,25870,"2",0,0,4,8,2700,0,1992,0,"98033",47.6934,-122.161,1540,20720 +"7504200250","20150428T000000",490000,3,2.25,2330,3600,"1.5",0,0,3,8,2330,0,1971,0,"98074",47.631,-122.061,2050,4275 +"3797310010","20140827T000000",277000,3,2.25,2160,9612,"2",0,0,3,7,2160,0,1994,0,"98022",47.1927,-122.011,1970,9247 +"4058000010","20140509T000000",325000,4,1.5,1470,70800,"1",0,0,3,7,1470,0,1976,0,"98010",47.3458,-121.948,1810,72337 +"3888100022","20140925T000000",649800,4,2.5,2280,9827,"2",0,0,3,8,2280,0,1995,0,"98033",47.6883,-122.168,1660,9827 +"1934800022","20140723T000000",425000,3,1,1280,3200,"1.5",0,0,3,7,1280,0,1903,0,"98122",47.6029,-122.307,1320,1676 +"3501100280","20150329T000000",460000,2,1,850,4650,"1",0,0,3,7,850,0,1975,0,"98117",47.6926,-122.365,980,4700 +"2725069108","20140805T000000",750000,3,3.25,4610,81935,"2",0,0,4,9,4610,0,1984,0,"98074",47.6217,-122.021,2900,43500 +"0126039413","20140710T000000",469000,5,2.5,2690,11745,"1",0,0,3,8,1790,900,1960,0,"98177",47.7708,-122.362,2670,7905 +"0461001435","20140610T000000",566000,4,1.75,2440,5000,"1",0,0,3,8,1340,1100,1954,0,"98117",47.6823,-122.371,2170,5000 +"6403500290","20140502T000000",407500,3,2.5,1930,10460,"2",0,0,3,8,1930,0,1996,0,"98059",47.4938,-122.161,2290,8228 +"2826049108","20141028T000000",353500,2,1,800,8775,"1",0,0,3,6,800,0,1942,0,"98125",47.7171,-122.307,1470,8976 +"1823069102","20140508T000000",524000,3,2.25,2430,73151,"1",0,0,3,8,2430,0,1974,0,"98059",47.4749,-122.092,2800,39250 +"4233400280","20140822T000000",264950,4,2.5,1990,9656,"2",0,0,3,7,1990,0,1994,0,"98010",47.3125,-121.998,1500,9656 +"1088800470","20141028T000000",547500,3,2.5,2550,10355,"2",0,0,3,9,2550,0,1990,0,"98011",47.739,-122.203,2550,10084 +"2025701060","20141117T000000",264500,3,2.25,1370,7087,"2",0,0,3,7,1370,0,1993,0,"98038",47.3504,-122.035,1400,6600 +"7922900250","20140520T000000",507500,3,2,2020,8118,"1",0,0,3,7,1020,1000,1963,0,"98008",47.5866,-122.118,1670,8118 +"6372000280","20141008T000000",560000,3,3.5,1560,2198,"2",0,0,3,8,1180,380,2006,0,"98116",47.5812,-122.403,1550,1467 +"1424130050","20141216T000000",995000,5,4,5610,22529,"2",0,0,3,11,4090,1520,1996,0,"98072",47.7239,-122.092,3860,24751 +"7942601435","20150324T000000",835000,6,2,3560,5120,"2.5",0,2,3,9,3560,0,1900,0,"98122",47.6056,-122.311,2130,5120 +"3959401284","20140626T000000",440000,3,1.5,2120,6290,"1",0,0,4,8,1220,900,1949,0,"98108",47.5658,-122.318,1620,5400 +"1370802335","20140728T000000",1.015e+006,3,2.5,2920,5629,"1",0,2,5,8,1460,1460,1955,0,"98199",47.642,-122.405,2380,5000 +"4058801680","20140523T000000",300000,2,1,1340,7788,"1",0,2,3,7,1340,0,1947,0,"98178",47.5094,-122.244,2550,7788 +"3501100050","20141210T000000",125000,3,1,1230,4800,"1.5",0,0,1,6,1230,0,1916,0,"98117",47.6941,-122.365,1230,4800 +"1231000895","20141105T000000",986000,4,3.5,2840,5900,"2",0,0,3,10,1920,920,1910,2008,"98118",47.5543,-122.268,1300,4900 +"7129300500","20140812T000000",315000,4,2.5,2080,5650,"1",0,0,3,7,1680,400,1950,0,"98178",47.5107,-122.257,1270,5650 +"6752600050","20140812T000000",320000,4,2.5,2070,7007,"2",0,0,3,7,2070,0,1996,0,"98031",47.3968,-122.171,2130,8100 +"3303990380","20141204T000000",972000,4,3.25,4010,13797,"2",0,0,3,11,4010,0,2003,0,"98059",47.5229,-122.152,3980,12120 +"2579500006","20140909T000000",760000,3,2.5,2190,10000,"1",0,0,4,7,1540,650,1957,0,"98040",47.5419,-122.214,2880,11782 +"3365900462","20140903T000000",265000,4,3,1730,7264,"2",0,0,3,6,1730,0,1920,0,"98168",47.4738,-122.264,1500,12104 +"2695600130","20141118T000000",355000,2,1,1250,4558,"1",0,0,3,7,1250,0,1948,0,"98126",47.5318,-122.379,1180,4494 +"3438501700","20140827T000000",300000,3,1,1300,20812,"1",0,0,3,6,1300,0,1927,0,"98106",47.5435,-122.359,1210,17340 +"3876311350","20140826T000000",474950,5,2.5,2080,8347,"1",0,0,4,7,1460,620,1975,0,"98034",47.7334,-122.168,1840,7713 +"4046710050","20140827T000000",470000,4,2,2180,17180,"2",0,0,4,7,2180,0,1977,0,"98014",47.698,-121.92,1880,14043 +"1725059259","20141125T000000",437500,3,1,1630,16393,"1",0,0,3,7,1630,0,1969,0,"98033",47.6576,-122.186,1880,23497 +"7518503220","20141028T000000",520000,2,1.5,1840,3825,"1",0,0,3,8,1040,800,1928,0,"98117",47.6808,-122.38,1290,5100 +"3445000005","20141117T000000",237600,2,1,1370,11584,"1",0,0,4,6,1370,0,1950,0,"98198",47.4224,-122.293,1330,8012 +"3530420020","20140711T000000",162950,2,1,950,2784,"1",0,0,4,8,950,0,1972,0,"98198",47.3793,-122.321,1080,3899 +"6893300290","20141111T000000",457000,3,1.75,1690,6375,"1",0,0,3,8,1690,0,1903,2002,"98024",47.5247,-121.926,1270,7774 +"7856560480","20140808T000000",635000,3,2.5,1780,11000,"1",0,0,4,8,1210,570,1980,0,"98006",47.5574,-122.149,2310,9700 +"8121100415","20140530T000000",735000,4,3,2840,4120,"1.5",0,0,4,8,2060,780,1931,0,"98118",47.5683,-122.283,1840,5871 +"3754501060","20140918T000000",910000,2,2.5,2000,5150,"2",0,4,3,9,2000,0,1992,0,"98034",47.7056,-122.223,2510,6800 +"3278602040","20141021T000000",346500,3,3.25,1570,2048,"2",0,0,3,8,1290,280,2006,0,"98126",47.548,-122.375,1570,2006 +"1592000050","20140905T000000",655000,4,2.5,2370,9517,"1",0,0,3,9,1630,740,1984,0,"98074",47.6222,-122.034,2440,9035 +"1324079007","20141110T000000",425000,3,1.75,1610,144619,"1",0,0,3,7,1610,0,1977,0,"98024",47.5659,-121.863,2220,144619 +"7140600225","20150217T000000",137000,3,1,1300,10125,"1",0,0,4,6,1300,0,1959,0,"98002",47.2921,-122.215,1300,10125 +"0200500680","20140715T000000",557500,3,2.5,2620,11056,"2",0,0,3,9,2620,0,1988,0,"98011",47.7378,-122.218,2560,8688 +"0421079142","20140509T000000",415000,4,2.25,3060,48787,"2",0,0,3,8,3060,0,1992,0,"98010",47.3397,-121.918,2090,48787 +"9346700280","20140620T000000",830000,5,2.25,2780,10192,"2",0,0,4,9,2780,0,1978,0,"98007",47.6134,-122.152,2740,9900 +"0293800680","20150415T000000",949000,4,3,4270,85643,"2",0,0,3,11,4270,0,1991,0,"98077",47.7711,-122.048,3760,51170 +"0339600190","20141014T000000",420000,3,1,1310,3963,"1",0,0,5,7,1310,0,1986,0,"98052",47.6826,-122.096,1010,3363 +"1787600190","20150403T000000",353000,2,1,1100,7500,"1",0,0,3,7,1100,0,1951,0,"98125",47.7235,-122.326,1920,7149 +"2026079016","20140904T000000",560000,3,1.75,1480,383328,"1.5",0,0,3,8,1480,0,1980,0,"98019",47.7192,-121.932,1480,67082 +"8673400086","20140502T000000",445700,3,2.5,1270,1180,"3",0,0,3,8,1270,0,2001,0,"98107",47.6697,-122.392,1320,1180 +"2760200050","20140717T000000",226000,4,1,1270,6459,"1.5",0,0,3,7,1270,0,1918,0,"98118",47.5441,-122.273,1300,4100 +"3205000050","20141205T000000",358000,3,1,890,9870,"1",0,0,4,7,890,0,1960,0,"98056",47.5398,-122.178,1270,9861 +"2201500680","20150305T000000",501000,3,1.75,1480,8667,"1",0,0,5,7,740,740,1954,0,"98006",47.5718,-122.136,1600,10644 +"4022902555","20150321T000000",609000,4,2.5,3240,23870,"1",0,0,3,9,1840,1400,1972,0,"98155",47.7731,-122.282,2290,13340 +"3410600080","20140709T000000",734950,4,3.25,4280,47179,"2",0,0,3,10,3050,1230,2002,0,"98092",47.3017,-122.127,2820,43401 +"7385300020","20140613T000000",725000,5,2.5,3210,12000,"1",0,0,4,8,1830,1380,1968,0,"98007",47.6205,-122.148,2450,12000 +"3876312570","20140811T000000",350500,3,2.25,1870,7200,"1",0,0,3,7,1390,480,1975,0,"98072",47.734,-122.174,1830,7876 +"5016002275","20140602T000000",610000,5,2.5,3990,3839,"1",0,0,4,8,1990,2000,1962,0,"98112",47.6236,-122.299,2090,5000 +"3213200250","20141106T000000",605125,2,1,1160,5029,"1",0,0,3,7,910,250,1940,0,"98115",47.6723,-122.266,1220,5029 +"6448000010","20150428T000000",1.388e+006,4,2.25,2940,20384,"2",0,0,4,9,2940,0,1970,0,"98004",47.6214,-122.227,3410,19910 +"1330900050","20150421T000000",550000,3,2.25,1850,37264,"2",0,0,3,8,1850,0,1981,0,"98053",47.6486,-122.035,2390,36036 +"2810600022","20141007T000000",335000,2,1.75,1060,1202,"2",0,0,3,7,760,300,2003,0,"98136",47.5426,-122.388,1060,1493 +"1761600050","20141231T000000",397000,3,2,1100,9165,"1",0,0,4,7,1100,0,1969,0,"98034",47.7304,-122.231,1510,8500 +"4233400480","20141124T000000",240000,3,2,1190,10299,"1",0,0,3,7,1190,0,1994,0,"98010",47.314,-122,1700,9849 +"4222310680","20140926T000000",240000,3,2,1030,11118,"1",0,0,5,7,1030,0,1970,0,"98003",47.3463,-122.308,1300,7920 +"5630500005","20141120T000000",262500,2,1.5,1140,14373,"1",0,0,3,7,1140,0,1949,1996,"98011",47.7354,-122.219,2140,9860 +"9523102040","20140922T000000",440000,3,1.5,2260,5300,"1",0,0,3,7,1200,1060,1940,0,"98103",47.6756,-122.348,1950,5000 +"2626119028","20150323T000000",160000,3,1,1140,3240,"1.5",0,0,4,6,1140,0,1910,0,"98014",47.7093,-121.364,1140,4700 +"5015001680","20140611T000000",427000,4,1,1860,4736,"1.5",0,0,1,7,1860,0,1901,0,"98112",47.6251,-122.3,1800,4000 +"7202360430","20140701T000000",920000,4,3.5,4080,10666,"2",0,0,3,9,4080,0,2005,0,"98053",47.6818,-122.023,3920,8154 +"3880900170","20140805T000000",2.3e+006,4,2.5,3280,7100,"2",0,4,3,10,2180,1100,1911,1987,"98119",47.6285,-122.362,3240,6674 +"0926069142","20141124T000000",480000,4,2.5,2870,35757,"2",0,0,4,9,2870,0,1977,0,"98077",47.7568,-122.05,2700,41221 +"2790410250","20140505T000000",615000,4,1.75,2300,11700,"1",0,0,4,9,1960,340,1977,0,"98052",47.6331,-122.094,2840,12000 +"6681500080","20140822T000000",736500,3,2,2230,4800,"1.5",0,0,4,7,1290,940,1915,0,"98199",47.645,-122.386,1650,5040 +"9274201809","20141119T000000",542500,3,2.5,1920,1649,"2.5",0,0,3,8,1600,320,2004,0,"98116",47.5901,-122.388,1650,3053 +"0418000415","20150319T000000",191000,2,1,700,5000,"1",0,0,5,6,700,0,1952,0,"98056",47.4927,-122.172,1040,5200 +"8078460050","20140718T000000",730000,4,2.5,2740,11975,"2",0,0,4,8,2740,0,1991,0,"98074",47.6315,-122.028,2310,9068 +"7151700585","20141125T000000",1.225e+006,5,2.25,3440,5000,"2",0,2,5,9,3440,0,1901,0,"98122",47.6127,-122.286,2822,5000 +"2722059292","20140604T000000",129000,1,1,650,15364,"1",0,0,4,5,650,0,1967,0,"98042",47.3721,-122.159,1630,7952 +"2223059099","20140709T000000",284000,3,1.5,1500,10018,"1",0,0,4,7,1500,0,1957,0,"98058",47.468,-122.163,1500,10937 +"1703050500","20150321T000000",645000,3,2.5,2490,5978,"2",0,0,3,9,2490,0,2003,0,"98074",47.6298,-122.022,2710,6629 +"6386600130","20140624T000000",218000,3,1.5,1330,7600,"1",0,0,4,7,1330,0,1968,0,"98023",47.3103,-122.366,1500,7776 +"9194102188","20141009T000000",675000,4,3.5,3190,6875,"2",0,2,3,8,2120,1070,1999,0,"98034",47.7082,-122.221,2550,6875 +"2464400285","20141229T000000",575000,3,2.5,1590,2910,"2",0,0,3,7,1110,480,1984,0,"98115",47.6855,-122.321,1590,3880 +"6450301310","20141030T000000",225000,2,1,830,5720,"1",0,0,4,6,830,0,1950,0,"98133",47.7339,-122.339,1150,5250 +"7427800080","20150408T000000",626000,3,2.25,1810,5107,"2",0,0,3,8,1810,0,1989,0,"98033",47.6882,-122.171,1760,5454 +"0040000669","20150319T000000",499950,4,2.5,2910,20067,"2",0,0,3,9,2910,0,2001,0,"98168",47.4714,-122.273,1730,21420 +"5538300225","20140513T000000",405000,4,1.75,2180,13529,"1",0,0,3,7,1090,1090,1956,0,"98155",47.7516,-122.294,2000,13529 +"4239400840","20141029T000000",152500,3,1,1090,3523,"1",0,0,4,6,1090,0,1969,0,"98092",47.3161,-122.182,1030,3200 +"8035650500","20140716T000000",325000,4,2.5,2160,6825,"2",0,0,3,8,2160,0,1994,0,"98031",47.4111,-122.2,2020,7035 +"3888100029","20140529T000000",475300,3,1,2110,10005,"1",0,0,5,7,1110,1000,1924,0,"98033",47.688,-122.168,1360,9827 +"4364700585","20150408T000000",485000,3,1.75,2180,7318,"1",0,0,4,7,1210,970,1967,0,"98126",47.5251,-122.37,2140,7560 +"9839300285","20150412T000000",720000,3,2.5,2100,2200,"2",0,0,4,7,1500,600,1919,0,"98122",47.614,-122.294,1750,4400 +"6141100380","20140515T000000",465000,3,1.75,1410,6886,"1",0,0,3,7,1410,0,1924,2013,"98133",47.7183,-122.353,1410,6561 +"5652601330","20140604T000000",489000,3,1.5,1020,9072,"1",0,0,3,7,920,100,1930,0,"98115",47.695,-122.301,1620,7930 +"3025059093","20140729T000000",3.1e+006,5,5.25,5090,23669,"2",0,0,3,12,5090,0,2006,0,"98004",47.6297,-122.216,3830,22605 +"5466700290","20150108T000000",288000,3,2.25,2090,7500,"1",0,0,4,7,1280,810,1977,0,"98031",47.3951,-122.172,1800,7350 +"5437800020","20140808T000000",225000,3,1.75,1350,9793,"1",0,0,4,7,1350,0,1968,0,"98022",47.1981,-122.003,1690,8080 +"7784400185","20150421T000000",499000,3,1.75,2650,11774,"1",0,1,3,8,2240,410,1952,0,"98146",47.4909,-122.363,2650,10120 +"5561301150","20141111T000000",632000,5,3,3520,36558,"2",0,0,4,8,2100,1420,1985,0,"98027",47.4658,-122.007,3000,36558 +"1523550480","20140613T000000",580000,3,2.5,2040,4627,"2",0,0,3,8,2040,0,1992,0,"98052",47.6365,-122.108,2230,4500 +"8083400066","20150423T000000",730000,4,1.5,2340,5000,"2",0,0,3,8,2100,240,1912,0,"98122",47.6065,-122.291,2320,5500 +"3797710020","20150327T000000",325000,4,2.25,1770,7799,"2",0,0,3,7,1770,0,1998,0,"98031",47.4192,-122.202,1770,7778 +"3205200480","20150415T000000",421000,3,1.75,1100,8662,"1",0,0,5,7,1100,0,1964,0,"98056",47.5368,-122.173,1100,9240 +"0869700050","20150120T000000",316000,3,2.5,1490,4078,"2",0,0,3,8,1490,0,1998,0,"98059",47.4915,-122.155,1310,2767 +"2877101310","20140804T000000",415000,2,1,1460,4200,"1",0,0,4,6,880,580,1914,0,"98117",47.6774,-122.361,1540,4200 +"7202330280","20140922T000000",401000,3,2.25,1350,2839,"2",0,0,3,7,1350,0,2003,0,"98053",47.6824,-122.036,1650,3093 +"6146600420","20150224T000000",229950,3,0.75,1030,12700,"1",0,0,4,5,1030,0,1944,0,"98032",47.3877,-122.236,1140,6955 +"8563030500","20150330T000000",539950,3,1.75,1820,9875,"1",0,0,4,8,1820,0,1966,0,"98008",47.6243,-122.094,2670,10000 +"3624039150","20140605T000000",335000,3,2,1170,5360,"1",0,0,3,6,1170,0,1919,0,"98106",47.5181,-122.364,1180,7200 +"7853210050","20140707T000000",339000,3,2.5,1450,3748,"2",0,0,3,7,1450,0,2004,0,"98065",47.532,-121.85,1970,3748 +"3293700480","20141020T000000",414950,4,1.75,2200,8545,"1",0,0,4,7,1100,1100,1918,1982,"98133",47.7481,-122.353,1940,9315 +"3210700170","20141202T000000",650000,4,2,1610,8976,"1",0,0,4,8,1610,0,1966,0,"98004",47.6011,-122.192,1930,8976 +"8161020050","20141203T000000",445000,3,2.5,2690,21883,"2",0,0,3,8,2690,0,1994,0,"98014",47.6462,-121.904,2370,21781 +"8731983340","20150320T000000",295000,3,2.25,1850,7800,"2",0,0,3,9,1850,0,1974,0,"98023",47.3146,-122.379,2360,8000 +"7871500280","20150413T000000",975000,4,2.25,2250,3600,"2",0,0,4,9,2010,240,1912,1994,"98119",47.643,-122.37,1910,3990 +"3276200280","20141219T000000",296500,3,1.5,1580,10100,"1",0,0,4,7,1580,0,1961,0,"98055",47.4423,-122.193,1650,10032 +"0826069180","20141021T000000",440000,4,2.75,2030,56192,"1",0,0,3,8,1550,480,1979,0,"98077",47.752,-122.073,2510,44866 +"3955800080","20141229T000000",420000,5,1.5,1890,10880,"1",0,0,3,7,1890,0,1962,0,"98034",47.7196,-122.197,1670,9750 +"1657310170","20140723T000000",302000,3,2.5,2140,9492,"2",0,0,3,8,2140,0,1994,0,"98092",47.3289,-122.204,2180,9184 +"2597690050","20150409T000000",350000,4,1.75,1770,7336,"1",0,0,4,8,1770,0,1986,0,"98058",47.4265,-122.163,2030,8183 +"0720079001","20140626T000000",667000,3,1.75,3320,478288,"1.5",0,3,4,8,2260,1060,1933,1982,"98022",47.2407,-121.953,2960,217800 +"3975400185","20150513T000000",645000,3,2,1640,4218,"1",0,0,4,7,910,730,1941,0,"98103",47.6546,-122.344,1670,4000 +"3342101795","20141111T000000",430000,4,2.75,1820,5400,"1",0,0,4,7,1220,600,1988,0,"98056",47.5204,-122.205,1630,5400 +"9297301190","20140513T000000",413000,4,1,1410,6000,"1",0,0,3,7,810,600,1925,0,"98126",47.566,-122.373,1500,4800 +"7424100050","20141201T000000",420000,3,1,1240,7300,"1",0,0,3,7,1240,0,1968,0,"98033",47.6775,-122.168,1240,8260 +"7199340480","20141029T000000",495000,3,2.25,1780,8050,"1",0,0,4,7,1230,550,1979,0,"98052",47.6977,-122.126,1780,7200 +"2525049259","20140812T000000",2.18773e+006,4,4.5,4240,13162,"2",0,0,3,10,4240,0,2004,0,"98039",47.6193,-122.229,3010,12163 +"8835700250","20150426T000000",965000,4,2.5,3570,17411,"2",0,0,3,10,3570,0,1990,0,"98075",47.5617,-122.03,3510,16153 +"6150700005","20141201T000000",500000,4,2.5,1900,5001,"1",0,0,3,8,1200,700,2008,0,"98133",47.7289,-122.335,1950,4680 +"6819100080","20141001T000000",636100,3,1,1010,6000,"1.5",0,0,3,7,1010,0,1919,1977,"98119",47.6438,-122.357,1960,4000 +"3904902630","20140603T000000",720000,4,2.5,2870,12648,"2",0,0,4,9,2870,0,1986,0,"98029",47.5632,-122.017,2560,12648 +"5152200020","20150504T000000",298000,3,1.75,1620,12825,"1",0,0,3,8,1340,280,1962,0,"98003",47.3321,-122.323,2076,11200 +"3300701440","20140729T000000",409000,2,1.75,1480,4000,"1",0,0,4,6,740,740,1925,0,"98117",47.6916,-122.38,1060,4000 +"1152700020","20141226T000000",370000,4,2.5,2650,5706,"2",0,0,3,9,2650,0,2005,0,"98042",47.3515,-122.164,2760,5749 +"8944300010","20140725T000000",230000,5,1,1410,9000,"1",0,0,5,7,1410,0,1967,0,"98023",47.3054,-122.369,1200,8346 +"8680300010","20150324T000000",290000,3,2,1360,6685,"1",0,0,3,7,1360,0,1952,0,"98155",47.7365,-122.324,1300,8138 +"8731950080","20150219T000000",420000,4,2.25,2930,9840,"1",0,0,4,8,1560,1370,1977,0,"98023",47.3103,-122.382,2800,8374 +"5608000080","20140722T000000",917000,4,2.5,3500,10891,"2",0,2,3,10,3500,0,1995,0,"98027",47.5533,-122.093,3820,13521 +"2225039130","20140625T000000",957000,5,3.25,3160,5000,"2",0,2,3,10,2180,980,2005,0,"98199",47.6464,-122.405,3160,5746 +"7504180130","20140701T000000",482000,3,2.25,1710,21485,"2",0,0,3,7,1710,0,1989,0,"98074",47.6198,-122.053,1680,21485 +"3956100190","20141121T000000",488000,3,1.75,2180,14734,"2",0,0,3,9,2180,0,1990,0,"98045",47.4831,-121.767,2300,21618 +"2346200050","20141017T000000",760369,5,2.5,2870,4712,"2",0,0,3,9,2870,0,2014,0,"98006",47.5463,-122.182,2870,6768 +"0040000471","20140604T000000",170000,2,1,1500,18540,"1",0,0,3,8,1500,0,1950,0,"98168",47.4727,-122.281,1700,9355 +"9346950050","20150429T000000",625000,3,2.5,2120,10021,"1",0,0,4,8,1230,890,1976,0,"98006",47.5621,-122.135,2690,10183 +"9477201150","20141202T000000",357000,3,1.5,1590,6750,"1",0,0,3,7,1080,510,1976,0,"98034",47.73,-122.191,1590,7400 +"8078430130","20150407T000000",583000,3,2.25,1830,8276,"1",0,0,3,8,1350,480,1989,0,"98074",47.6336,-122.025,1920,8276 +"6404600006","20140820T000000",173250,3,2,1210,9097,"1",0,0,4,7,1210,0,1954,0,"98168",47.4849,-122.303,1360,10125 +"6415100122","20140716T000000",414050,4,2,1590,10331,"1.5",0,0,4,7,1590,0,1956,0,"98133",47.7273,-122.332,1400,9434 +"5505700020","20140618T000000",400000,3,1.75,1050,6150,"1.5",0,0,4,6,950,100,1928,0,"98116",47.5715,-122.394,1360,6150 +"1117300050","20150327T000000",537000,3,2,1550,27003,"1.5",0,0,3,8,1550,0,1982,0,"98074",47.606,-122.056,2400,27003 +"8651710430","20140606T000000",465000,4,2.25,2070,7500,"2",0,0,4,7,2070,0,1977,0,"98034",47.727,-122.217,2080,7700 +"9292000380","20140818T000000",425000,3,2.25,1740,9682,"1",0,0,5,8,1740,0,1969,0,"98056",47.5138,-122.173,2100,9536 +"2525059127","20141118T000000",445000,4,2,1700,21780,"1",0,0,4,6,1080,620,1940,0,"98052",47.6289,-122.108,2070,12054 +"1788300010","20141211T000000",179950,2,1,1200,9000,"1",0,0,3,6,1200,0,1958,0,"98023",47.3277,-122.349,1040,9600 +"1150700130","20150421T000000",275000,3,2.5,1710,7230,"2",0,0,3,7,1710,0,1996,0,"98003",47.2778,-122.298,1720,6537 +"3354400545","20140715T000000",190000,4,2.5,1840,13493,"2",0,0,3,7,1840,0,1994,0,"98001",47.2649,-122.242,1430,11463 +"2742100009","20140506T000000",385000,3,1.75,1900,5520,"1",0,0,3,7,1280,620,1982,0,"98118",47.5549,-122.292,1330,5196 +"2475900170","20150429T000000",303000,4,1,2300,9583,"1",0,0,3,6,1220,1080,1928,0,"98024",47.5671,-121.89,1200,11325 +"9189700255","20150105T000000",165000,3,1,970,7503,"1",0,0,4,6,970,0,1967,0,"98058",47.4688,-122.163,1230,9504 +"2769600480","20150430T000000",600000,2,2,1270,5000,"1",0,0,3,6,1270,0,1944,0,"98107",47.6729,-122.363,2190,5000 +"2260800170","20140718T000000",710000,3,2.25,3130,65775,"2",0,0,4,8,3130,0,1978,0,"98027",47.5462,-122.085,3130,72309 +"1118500010","20150327T000000",875000,5,3.25,4230,21455,"2",0,0,3,10,2720,1510,1990,0,"98074",47.6375,-122.015,3280,22393 +"5636010280","20140902T000000",269950,3,2.5,1480,9743,"2",0,0,4,7,1480,0,1996,0,"98010",47.3293,-122.001,1810,9601 +"2326059099","20140502T000000",838000,4,2.5,3310,42998,"2",0,0,3,9,3310,0,2001,0,"98052",47.7232,-122.131,3350,42847 +"4423100095","20140523T000000",670500,4,2,1590,6750,"1",0,0,3,7,1590,0,1951,0,"98102",47.6406,-122.317,2370,4500 +"8142000080","20150212T000000",420000,4,1.5,1690,9391,"1",0,0,3,7,1290,400,1960,0,"98155",47.7438,-122.329,1780,9390 +"3222059007","20140913T000000",370000,3,1.5,1690,161913,"1",0,0,2,7,1430,260,1952,0,"98030",47.356,-122.189,1930,12548 +"6648000050","20140624T000000",360000,3,1.75,1500,7200,"1",0,0,3,7,1500,0,1957,0,"98133",47.7748,-122.337,1650,7392 +"3574900170","20141003T000000",562500,4,2.5,2320,8721,"2",0,0,3,8,2320,0,1991,0,"98034",47.7326,-122.226,2260,8268 +"2008000130","20140818T000000",360500,3,2.5,3300,11525,"1",0,0,5,8,1650,1650,1961,0,"98198",47.4113,-122.315,1950,9680 +"0291300010","20140521T000000",389999,3,2.25,1445,1471,"2",0,0,3,7,1300,145,2003,0,"98027",47.5342,-122.072,1410,1399 +"9412200280","20140827T000000",450000,4,3,1890,13140,"1",0,0,4,7,1270,620,1967,0,"98027",47.5221,-122.044,1900,11160 +"9315000010","20150303T000000",247500,4,2,1760,8400,"1",0,0,3,7,1060,700,1962,0,"98003",47.3258,-122.323,1280,8415 +"7889600080","20150219T000000",208000,3,1,1050,6240,"1",0,0,5,5,1050,0,1948,0,"98146",47.4933,-122.338,1410,6240 +"8663310010","20141226T000000",455000,3,2.5,1980,7309,"2",0,0,3,7,1980,0,1993,0,"98034",47.7257,-122.172,2060,9681 +"0930000305","20141110T000000",379400,4,1.75,2120,7680,"1",0,0,4,7,1060,1060,1950,0,"98177",47.7172,-122.361,1530,7680 +"7606200275","20141230T000000",190000,3,1.5,760,40039,"1",0,0,3,6,760,0,1906,0,"98065",47.5295,-121.829,980,6000 +"0203900380","20140821T000000",326188,3,1,1300,8800,"1",0,0,3,7,1300,0,1977,0,"98053",47.64,-121.966,1600,12210 +"0880000005","20140522T000000",168000,2,2.5,1160,2174,"2",0,0,3,7,1160,0,1998,0,"98106",47.5264,-122.366,1380,1919 +"9406570290","20140516T000000",314000,4,2.5,2340,8990,"2",0,0,3,8,2340,0,2003,0,"98038",47.3781,-122.03,2980,6718 +"5561000920","20140502T000000",630000,4,2.75,2710,37277,"2",0,0,3,9,2710,0,2000,0,"98027",47.4634,-121.987,2390,39299 +"4037000470","20150316T000000",550000,3,1.75,1440,8957,"1",0,0,4,7,1440,0,1957,0,"98008",47.6008,-122.118,1340,8780 +"8651511060","20140630T000000",530000,4,2.25,1980,15086,"2",0,0,3,8,1980,0,1981,0,"98074",47.647,-122.064,2100,10927 +"9413600010","20150206T000000",637500,3,1.75,1680,10685,"1",0,0,4,7,1680,0,1966,0,"98033",47.6556,-122.193,3340,10390 +"9358001732","20150428T000000",400000,3,2.5,1390,2815,"2",0,0,3,8,1390,0,1999,0,"98126",47.566,-122.366,1390,3700 +"8820900029","20140610T000000",700000,5,2.75,3100,9825,"2",0,2,4,8,3100,0,1950,1982,"98125",47.7188,-122.281,2120,8400 +"6802200670","20141114T000000",272000,3,2.5,1680,8512,"2",0,0,3,7,1680,0,1991,0,"98022",47.1952,-121.986,1580,8512 +"7852190630","20150417T000000",600000,4,2.5,2710,6474,"2",0,0,3,8,2710,0,2004,0,"98065",47.5383,-121.878,2870,6968 +"2815600235","20150402T000000",450600,2,1,840,7020,"1.5",0,0,4,7,840,0,1943,0,"98136",47.5513,-122.394,1310,7072 +"3013300660","20141028T000000",550000,3,2.25,2090,8095,"2",0,2,3,10,2090,0,1988,0,"98136",47.5287,-122.385,1940,5635 +"8091600080","20150123T000000",225000,3,1,1120,8407,"1",0,0,5,6,1120,0,1987,0,"98022",47.2051,-122.006,1250,8658 +"8651402750","20150218T000000",132825,3,1.5,1210,5200,"1",0,0,5,6,1210,0,1969,0,"98042",47.3615,-122.087,1120,5200 +"8651402750","20150430T000000",219950,3,1.5,1210,5200,"1",0,0,5,6,1210,0,1969,0,"98042",47.3615,-122.087,1120,5200 +"2215500080","20140528T000000",580000,5,2,1940,6000,"1",0,0,5,7,970,970,1945,0,"98115",47.6875,-122.287,1700,6000 +"0225069016","20140722T000000",568000,3,1.75,1930,213008,"1",0,2,3,7,1300,630,1980,0,"98053",47.6751,-121.993,2860,208652 +"0766900250","20150402T000000",406000,3,1.75,1270,6017,"1",0,0,4,7,1030,240,1990,0,"98028",47.737,-122.225,1630,7381 +"2922703260","20140716T000000",469000,3,1.75,1680,2400,"1.5",0,0,3,7,1170,510,1929,0,"98117",47.6849,-122.367,1080,4560 +"8011100095","20140610T000000",415000,3,2.5,2090,6045,"2",0,0,3,8,2090,0,2000,0,"98056",47.4947,-122.174,2040,6392 +"2206700280","20141208T000000",390000,3,1.5,1000,13991,"1",0,0,4,7,1000,0,1956,0,"98006",47.5643,-122.138,1520,11465 +"7985000010","20150415T000000",251000,3,1.75,1350,10125,"1",0,0,3,8,1350,0,1967,0,"98003",47.3334,-122.298,1520,9720 +"1504800050","20150312T000000",750000,3,2.5,3280,6750,"2",0,1,3,9,2440,840,2001,0,"98126",47.5219,-122.38,1770,6387 +"5351200280","20150407T000000",845000,4,2.5,2390,5071,"2",0,0,3,9,1760,630,1988,0,"98122",47.6144,-122.283,1940,5071 +"7229900005","20141010T000000",350000,3,1.5,1860,17640,"1",0,0,4,7,1860,0,1966,0,"98059",47.484,-122.111,1860,17820 +"3126049217","20150225T000000",322000,3,1,1380,5864,"1",0,0,3,7,790,590,1944,0,"98133",47.7049,-122.339,1509,5864 +"7446500010","20150507T000000",664500,4,2.25,3070,9210,"2",0,0,3,8,2740,330,2010,0,"98011",47.7638,-122.196,2580,9660 +"2721600010","20150107T000000",988000,3,1.75,2190,3800,"1.5",0,2,4,8,2190,0,1923,0,"98109",47.643,-122.355,2190,3880 +"3392900080","20140706T000000",625000,2,1.75,1990,4000,"1",0,0,5,7,1090,900,1952,0,"98103",47.6889,-122.342,1270,5700 +"1524059027","20140506T000000",675000,2,1,930,36478,"1",0,2,3,6,930,0,1951,0,"98006",47.5699,-122.164,2800,11141 +"9414500480","20150407T000000",503000,3,1.75,2070,9827,"1",0,0,4,7,1420,650,1967,0,"98027",47.522,-122.05,2150,9827 +"8576400050","20140509T000000",431000,4,2.25,2170,10500,"1",0,2,4,8,1270,900,1960,0,"98166",47.4394,-122.338,2080,11019 +"5252000170","20141126T000000",250000,3,1.75,1910,10230,"1",0,0,4,7,1290,620,1964,0,"98031",47.4185,-122.207,1590,10800 +"2676500080","20140605T000000",268500,4,2.5,2100,4237,"2",0,0,3,8,2100,0,2006,0,"98031",47.3901,-122.174,2100,4575 +"3585900080","20150326T000000",1.07e+006,6,3.25,3560,21400,"2",0,4,4,9,3560,0,1952,0,"98177",47.7602,-122.372,3560,24338 +"5126900321","20140529T000000",295000,4,2.5,2290,4539,"2",0,0,3,7,2290,0,2001,0,"98058",47.4753,-122.172,1710,7200 +"8563500020","20140725T000000",780000,3,2.25,2130,11782,"1",0,0,4,8,1590,540,1977,0,"98040",47.5423,-122.215,2700,11782 +"6624030050","20150428T000000",354000,3,2.5,2160,15817,"2",0,0,3,8,2160,0,1999,0,"98031",47.4166,-122.183,1990,15817 +"4343800080","20140818T000000",305000,2,1,860,7250,"1",0,0,3,6,860,0,1949,0,"98133",47.7206,-122.35,1270,7250 +"1873100050","20150401T000000",733000,5,2.75,2880,4425,"2",0,0,3,8,2880,0,2005,0,"98052",47.7048,-122.109,2940,6581 +"3210700380","20140916T000000",640000,4,2.75,2100,11894,"1",0,0,4,8,1720,380,1968,0,"98004",47.6006,-122.194,2390,9450 +"4099500605","20150417T000000",840000,4,2.5,2360,9600,"1",0,2,3,8,1630,730,1973,0,"98040",47.5889,-122.249,2140,6300 +"4217401365","20141210T000000",1.475e+006,5,3.25,3680,10300,"1.5",0,0,4,10,3680,0,1927,0,"98105",47.6548,-122.28,2690,7200 +"0923000095","20150326T000000",525000,3,1,1560,8100,"1",0,0,4,8,1140,420,1952,0,"98177",47.7261,-122.364,2130,8100 +"1828000050","20140514T000000",625000,4,2.75,1680,11180,"1",0,0,4,7,1680,0,1966,0,"98052",47.6557,-122.127,2400,9627 +"9126100346","20140617T000000",350000,3,2,1380,3600,"3",0,0,3,8,1380,0,2015,0,"98122",47.6074,-122.305,1480,3600 +"2919201365","20140616T000000",650000,4,2.75,2610,4160,"3",0,0,5,8,1910,700,1910,0,"98103",47.6901,-122.357,1470,4140 +"9297300500","20141023T000000",435000,2,1,870,4000,"1",0,2,3,7,870,0,1950,0,"98126",47.5682,-122.374,1690,4000 +"6073200010","20140626T000000",660000,3,1,1210,9622,"1",0,1,3,8,1210,0,1955,2009,"98006",47.5728,-122.179,1580,9714 +"8807810660","20150302T000000",350000,3,1,1150,12877,"1",0,0,4,6,1150,0,1970,0,"98053",47.6614,-122.056,1490,12150 +"2112700185","20150325T000000",435000,3,2.5,3110,6000,"1",0,2,3,8,1560,1550,1967,0,"98106",47.5331,-122.353,2060,6000 +"1789800020","20140603T000000",375900,6,1.5,2550,33740,"1",0,0,4,8,1750,800,1958,0,"98023",47.3222,-122.362,2010,28200 +"3275300050","20141124T000000",272000,3,3,2430,10500,"1",0,0,4,8,2150,280,1983,0,"98003",47.2579,-122.312,1670,9800 +"3279000420","20150115T000000",233000,3,1.75,1460,7800,"1",0,0,2,7,1040,420,1979,0,"98023",47.3035,-122.382,1310,7865 +"0952001660","20140916T000000",500000,4,1.5,1330,5750,"1.5",0,2,3,7,1330,0,1915,0,"98116",47.5681,-122.384,1360,5750 +"4023500362","20150402T000000",540000,4,1.75,2040,9322,"1",0,0,3,8,1440,600,1977,0,"98155",47.7611,-122.298,1910,10026 +"9510910050","20140701T000000",712000,3,2.5,2375,4094,"2",0,0,3,9,2375,0,2002,0,"98052",47.6627,-122.086,2095,4442 +"1137400050","20140925T000000",425000,4,2.5,2480,4504,"2",0,0,3,7,2480,0,2005,0,"98059",47.4998,-122.15,2950,4504 +"8864000425","20140805T000000",242000,3,1.75,1580,6099,"1",0,0,5,7,790,790,1944,0,"98168",47.4807,-122.29,1330,6099 +"5518800010","20140703T000000",515000,5,3.25,2740,9629,"1",0,0,5,7,1390,1350,1977,0,"98011",47.7645,-122.197,2150,10500 +"3204800430","20140708T000000",415000,4,1.75,1920,7700,"2",0,0,4,7,1920,0,1970,0,"98056",47.5381,-122.177,1310,7700 +"5152960080","20141210T000000",375000,3,2.75,2200,9600,"1",0,3,4,8,1570,630,1977,0,"98003",47.3438,-122.323,2680,9896 +"7696500280","20141027T000000",182500,3,1,910,7194,"1",0,0,4,7,910,0,1971,0,"98001",47.3337,-122.275,1530,7200 +"8643000190","20150323T000000",310000,3,1.5,1860,10379,"1",0,0,3,7,1240,620,1963,0,"98198",47.3962,-122.309,2240,11328 +"7625701045","20141027T000000",360000,3,1.75,1510,6000,"1",0,0,3,7,1060,450,1947,0,"98136",47.5535,-122.39,1610,6000 +"7202360670","20150408T000000",889000,4,3.5,3920,9555,"2",0,0,3,9,3920,0,2004,0,"98053",47.6797,-122.025,3920,8598 +"4305700086","20150410T000000",450500,2,1,1330,3698,"1",0,0,3,7,1330,0,1952,0,"98117",47.6866,-122.372,1900,5000 +"0731500170","20150422T000000",342000,4,2.25,1964,3541,"2",0,0,3,9,1964,0,2013,0,"98030",47.3594,-122.201,1757,3547 +"5096300130","20140714T000000",413000,3,2,1520,3451,"1",0,0,3,8,1520,0,1996,0,"98177",47.7753,-122.375,1800,3451 +"1441600020","20140527T000000",960000,5,4,3720,15200,"2",0,0,3,10,3720,0,2005,0,"98075",47.5956,-122.026,4100,19036 +"6163900073","20140905T000000",180000,2,1,770,9370,"1",0,0,3,7,770,0,1947,0,"98155",47.762,-122.321,1060,9352 +"5581400080","20140618T000000",770000,4,2.5,3210,14910,"2",0,0,3,10,3210,0,1995,0,"98074",47.6073,-122.062,3280,14910 +"8100000080","20140813T000000",224400,3,1.75,1070,7200,"1",0,0,3,7,1070,0,1994,0,"98010",47.3129,-122.023,1280,7200 +"5379806590","20150430T000000",280000,3,1.5,1430,8861,"1",0,0,3,7,1430,0,1956,0,"98188",47.4454,-122.289,1080,9425 +"9286100250","20150319T000000",500000,3,2.5,1670,2575,"2",0,0,3,8,1670,0,2000,0,"98027",47.531,-122.047,1670,2897 +"4337600005","20150203T000000",153000,2,1,710,9000,"1",0,0,5,6,710,0,1943,0,"98166",47.4811,-122.339,1230,9000 +"3645100280","20140613T000000",385000,3,2.25,1920,4833,"1",0,0,4,7,1060,860,1921,0,"98133",47.7067,-122.352,1580,5134 +"6170900190","20140819T000000",325000,2,1,750,5534,"1",0,0,3,7,750,0,1947,0,"98177",47.7017,-122.36,1050,5534 +"8581400345","20150409T000000",315000,4,3,2210,4191,"2",0,0,3,7,2210,0,2004,0,"98002",47.2959,-122.225,890,4288 +"4345300050","20140617T000000",294999,4,2.5,1660,9760,"2",0,0,3,7,1660,0,1994,0,"98030",47.3635,-122.188,1580,9614 +"6143000020","20141027T000000",175000,3,1.75,1910,17003,"1.5",0,0,4,8,1910,0,1963,0,"98001",47.3095,-122.283,1820,14806 +"6143000020","20150406T000000",299000,3,1.75,1910,17003,"1.5",0,0,4,8,1910,0,1963,0,"98001",47.3095,-122.283,1820,14806 +"0111000190","20150209T000000",146000,2,1,780,9750,"1",0,0,3,6,780,0,1937,0,"98168",47.4816,-122.322,1670,9750 +"5306100255","20141105T000000",290000,3,2.25,1650,10336,"1",0,0,3,7,1500,150,1962,0,"98133",47.7757,-122.35,1420,10260 +"1370803180","20140808T000000",1.776e+006,3,3.25,3230,7800,"2",0,3,3,10,3230,0,2005,0,"98199",47.6348,-122.403,3030,6600 +"5249803745","20140529T000000",367500,2,1,810,4800,"1",0,0,3,6,810,0,1919,0,"98118",47.5614,-122.27,1040,4800 +"2787250080","20150327T000000",535000,4,2.5,2750,15099,"2",0,0,3,8,2750,0,1994,0,"98019",47.7298,-121.972,2500,14564 +"8656300345","20140805T000000",334999,3,2.5,1650,13816,"2",0,0,3,7,1650,0,1998,0,"98014",47.6553,-121.913,1630,18750 +"0582000185","20140821T000000",655000,3,1.75,1960,5520,"1",0,0,4,7,1080,880,1952,0,"98199",47.6535,-122.397,1720,5760 +"0191100235","20140603T000000",1.298e+006,4,3.5,2790,10125,"1.5",0,0,5,8,2790,0,1985,0,"98040",47.5651,-122.22,2570,10125 +"6662410250","20150321T000000",480000,4,2.25,2230,11200,"1",0,0,4,7,1300,930,1977,0,"98011",47.7691,-122.167,2090,10563 +"1053000010","20150421T000000",465000,3,1.5,1280,4720,"1",0,0,4,7,850,430,1941,0,"98126",47.5509,-122.377,1280,4720 +"2473100635","20140508T000000",297950,3,2,1240,10800,"1",0,0,3,7,1240,0,1967,2010,"98058",47.449,-122.155,1480,8840 +"7960100050","20150415T000000",590000,3,2,1860,3600,"1.5",0,0,3,7,1110,750,1915,0,"98122",47.6102,-122.296,1680,3695 +"1177000130","20140522T000000",805000,4,2.75,2410,6000,"1",0,0,5,8,1410,1000,1950,0,"98107",47.6707,-122.399,1760,6000 +"8732160250","20150120T000000",204250,3,2.25,1960,7708,"1",0,0,4,7,1490,470,1984,0,"98023",47.2981,-122.374,1580,8063 +"3905100630","20140716T000000",500000,3,2.25,1710,4561,"2",0,0,4,8,1710,0,1994,0,"98029",47.5691,-122.004,1810,4770 +"5469501410","20140917T000000",490000,4,2.5,3480,12696,"1",0,0,4,9,1980,1500,1977,0,"98042",47.3816,-122.153,3480,14175 +"4107100190","20150324T000000",2.5e+006,4,3.75,3480,14850,"1",0,4,3,9,1870,1610,1951,2013,"98004",47.6227,-122.216,4780,18480 +"5215200050","20140729T000000",750000,3,2.5,2960,69351,"2",1,3,4,9,2960,0,1990,0,"98070",47.4,-122.42,2350,41433 +"4027700006","20150409T000000",405000,4,2.5,2670,20894,"2",0,0,3,9,2330,340,2002,0,"98155",47.7735,-122.281,2440,15815 +"0421000500","20140721T000000",209995,2,1,700,7303,"1",0,0,5,5,700,0,1953,0,"98056",47.4934,-122.166,960,6060 +"0305010190","20141016T000000",680000,4,2.5,2830,8399,"2",0,0,3,9,2830,0,1998,0,"98075",47.5851,-122.034,2520,6890 +"0751000190","20141002T000000",355000,3,1.75,1120,7740,"1",0,0,4,6,860,260,1948,0,"98125",47.7107,-122.291,1240,7740 +"1446400715","20150422T000000",280000,2,1,1310,6600,"1",0,0,3,6,1310,0,1942,0,"98168",47.4834,-122.332,1240,6600 +"4027701284","20140605T000000",385000,3,2.25,1710,11500,"1",0,0,3,7,1210,500,1978,0,"98028",47.7675,-122.267,1800,11500 +"6072000380","20140701T000000",505000,4,2.75,2200,9778,"1",0,0,4,8,1100,1100,1962,0,"98006",47.5472,-122.176,2140,11321 +"7212651100","20140822T000000",429900,4,3.25,3310,8897,"2",0,0,3,9,2380,930,1991,0,"98003",47.2655,-122.31,2490,8638 +"6977000080","20140721T000000",560000,4,2.5,2280,9874,"2",0,0,3,9,2280,0,1989,0,"98034",47.7099,-122.229,2670,9782 +"8651440780","20140929T000000",231000,3,2,1640,4875,"1",0,0,4,7,1040,600,1977,0,"98042",47.3661,-122.094,1640,5200 +"3298701025","20150427T000000",135000,2,1,750,5217,"1",0,0,4,6,750,0,1943,0,"98106",47.5188,-122.353,760,4440 +"0475000605","20140623T000000",800000,4,3,3520,4895,"1",0,0,3,8,1980,1540,1954,0,"98107",47.6678,-122.361,1570,2153 +"1023059430","20141220T000000",420000,3,2.5,2720,8622,"2",0,0,3,8,2720,0,2002,0,"98059",47.4954,-122.163,1950,8603 +"3760000020","20141022T000000",360000,3,1,1660,9600,"1",0,0,3,7,1660,0,1963,0,"98034",47.708,-122.216,2020,9600 +"3905090080","20140530T000000",642000,4,2.5,2560,8780,"2",0,0,3,9,2560,0,1992,0,"98029",47.5717,-121.991,2780,8357 +"0339600290","20150406T000000",379950,3,2,1080,5077,"1",0,0,3,7,1080,0,1985,0,"98052",47.6836,-122.095,1070,3471 +"9542400010","20140711T000000",745000,3,1.75,2050,11041,"1.5",0,0,5,9,2050,0,1959,0,"98005",47.5968,-122.174,2530,11041 +"1498303895","20140729T000000",630000,4,2,2670,3240,"1.5",0,0,4,9,1780,890,1930,0,"98144",47.5841,-122.294,1820,4000 +"0739820050","20150505T000000",250000,3,2.5,1730,7200,"2",0,0,4,7,1730,0,1985,0,"98031",47.4029,-122.196,1770,7396 +"9238450430","20140624T000000",275000,3,1,990,9798,"1",0,0,3,7,990,0,1968,0,"98072",47.767,-122.164,1210,9870 +"3336000050","20150501T000000",435000,6,3,3560,4290,"1",0,0,4,7,1780,1780,1957,0,"98118",47.5282,-122.269,3040,6000 +"5269200050","20150305T000000",175000,2,1,700,8174,"1",0,0,3,5,700,0,1941,0,"98146",47.5136,-122.349,1250,8046 +"1982200430","20140612T000000",560000,4,1.75,1880,3880,"1.5",0,0,4,7,1090,790,1944,0,"98107",47.6635,-122.362,1390,3880 +"3763300005","20140520T000000",325000,4,2.25,1870,9680,"1",0,0,4,7,1170,700,1959,0,"98034",47.7157,-122.234,2000,9790 +"1336800185","20140617T000000",1.185e+006,3,2.75,2500,5568,"2",0,0,5,9,2500,0,1905,0,"98112",47.6258,-122.312,2810,5568 +"1561910190","20140627T000000",399950,3,2.5,2570,10431,"2",0,0,3,9,2570,0,1989,0,"98031",47.4188,-122.213,2590,10078 +"5415350480","20140617T000000",752000,4,2.5,2940,10382,"2",0,0,4,9,2940,0,1991,0,"98059",47.5333,-122.151,2980,10547 +"1126059108","20150423T000000",1.2e+006,4,3.5,3930,43560,"2",0,0,3,10,3930,0,2003,0,"98072",47.7497,-122.121,2860,36460 +"3818700185","20140925T000000",400000,4,1.5,2150,11026,"1",0,0,4,7,2150,0,1952,0,"98028",47.7635,-122.263,1760,10283 +"7883601155","20140530T000000",240000,3,2,1330,6000,"1",0,0,4,7,630,700,1900,0,"98108",47.5255,-122.327,1140,6000 +"7559600430","20141111T000000",640000,5,2.5,3220,4759,"2",0,0,3,8,3220,0,2003,0,"98075",47.5957,-122.032,2550,4759 +"3449820380","20150402T000000",564450,3,2.5,2710,6174,"2",0,0,3,9,2710,0,1998,0,"98056",47.512,-122.174,2730,7266 +"1523069022","20150506T000000",300000,3,1.5,1630,82764,"1",0,0,4,6,1630,0,1948,0,"98027",47.4743,-122.026,1680,199069 +"7569450480","20150317T000000",286000,3,2.5,1680,4226,"2",0,0,3,8,1680,0,2003,0,"98042",47.3684,-122.123,1800,5559 +"7202340190","20150219T000000",531800,3,2.5,1930,5344,"2",0,0,3,7,1930,0,2004,0,"98053",47.6783,-122.032,2410,5080 +"8651710190","20141024T000000",502000,4,2.25,2140,10943,"1",0,0,3,7,1550,590,1977,0,"98034",47.7271,-122.215,2350,9000 +"5450900010","20140821T000000",993500,4,2.25,4070,23321,"2",0,0,4,10,4070,0,1968,0,"98040",47.5563,-122.219,2820,10871 +"2201500980","20141020T000000",450000,3,1,1350,10000,"1",0,0,4,7,1350,0,1954,0,"98006",47.5741,-122.133,1450,10000 +"2624079028","20141027T000000",997950,4,3.5,4270,117176,"2",0,0,3,9,4270,0,2008,0,"98024",47.5352,-121.883,2610,5251 +"3095000185","20141013T000000",526000,3,1,1320,5250,"1.5",0,0,5,7,1320,0,1913,0,"98126",47.5566,-122.378,1490,5250 +"4476400275","20150114T000000",335000,3,1.75,2100,8298,"1",0,0,4,7,1230,870,1952,0,"98166",47.4601,-122.36,1700,10830 +"8018600980","20141203T000000",187250,2,1,710,14700,"1",0,0,5,6,710,0,1926,0,"98168",47.4939,-122.318,1320,14700 +"7173700591","20140811T000000",735000,3,2.25,2350,6000,"1",0,0,5,7,1020,1330,1948,0,"98115",47.6809,-122.305,1570,5000 +"2568800290","20150218T000000",425000,3,1,1180,8400,"1",0,0,3,7,1180,0,1951,0,"98125",47.7028,-122.295,1740,7020 +"5111400086","20140512T000000",110000,3,1,1250,53143,"1",0,0,5,6,1250,0,1945,0,"98038",47.4235,-122.051,1820,217800 +"1079350020","20140821T000000",305000,3,2,1490,7697,"1",0,0,3,7,1490,0,1994,0,"98059",47.4852,-122.164,1540,7529 +"0088000591","20150414T000000",212000,3,1,1000,9450,"1",0,0,3,6,1000,0,1962,0,"98055",47.4562,-122.193,1300,13500 +"2524049108","20150512T000000",1.38e+006,5,4.25,4050,18827,"1",0,2,4,10,2150,1900,1979,0,"98040",47.5323,-122.237,3600,25120 +"1552800280","20140918T000000",298950,5,2.25,2300,11505,"1",0,0,3,8,1300,1000,1963,0,"98030",47.3812,-122.223,2350,11505 +"2423020010","20150316T000000",525000,3,1.75,1330,8136,"1",0,0,4,7,1330,0,1977,0,"98033",47.7001,-122.173,1330,8136 +"0629410130","20140514T000000",707000,4,3.25,3200,7081,"2",0,0,3,9,3200,0,2004,0,"98075",47.5886,-121.989,3120,6094 +"4139440480","20140626T000000",695000,3,2.75,2590,12063,"2",0,0,3,10,2590,0,1993,0,"98006",47.5527,-122.12,2850,8469 +"4139440480","20141201T000000",796500,3,2.75,2590,12063,"2",0,0,3,10,2590,0,1993,0,"98006",47.5527,-122.12,2850,8469 +"7016300050","20140723T000000",420000,4,2.5,2030,8100,"1",0,0,3,7,1150,880,1973,0,"98034",47.7404,-122.186,1770,8071 +"3425059099","20140625T000000",625000,5,2.5,2700,21208,"1",0,0,4,8,1950,750,1955,0,"98005",47.6078,-122.154,2550,20409 +"9541600280","20140823T000000",620000,3,1.75,1670,9900,"1",0,0,4,8,1670,0,1957,0,"98005",47.595,-122.172,2410,8800 +"3025300225","20141031T000000",1.45e+006,5,2.75,3090,19865,"1",0,0,4,9,3090,0,1953,0,"98039",47.6232,-122.235,2970,19862 +"7214770020","20150409T000000",549950,5,2.5,2650,54380,"2",0,0,3,9,2650,0,1984,0,"98077",47.7726,-122.081,2560,49044 +"7227801630","20150227T000000",275000,4,2,1440,10920,"1",0,0,3,5,1440,0,1943,0,"98056",47.5049,-122.18,1500,11902 +"7284900098","20140924T000000",705000,3,2.5,2820,7200,"1",0,3,3,9,1780,1040,1979,0,"98177",47.7691,-122.388,2300,7200 +"7696630080","20140506T000000",197000,3,1.75,1690,7735,"1",0,0,4,7,1060,630,1976,0,"98001",47.3324,-122.28,1580,7503 +"3235390010","20150505T000000",265000,3,1.75,1420,8126,"1",0,0,3,8,1420,0,1991,0,"98031",47.3871,-122.189,1730,7954 +"2966800010","20141120T000000",297000,4,1.75,1790,5341,"1",0,0,4,7,1050,740,1951,0,"98166",47.4663,-122.363,1540,6916 +"6600410290","20140819T000000",207500,3,1.75,1320,12528,"1",0,0,4,7,1320,0,1970,0,"98042",47.3234,-122.142,1340,11039 +"6300500479","20140819T000000",410000,3,2.5,1509,1418,"3",0,0,3,8,1509,0,2014,0,"98133",47.7047,-122.34,1509,1991 +"1450900020","20141003T000000",268000,3,2,1610,8416,"1",0,0,3,7,1610,0,1994,0,"98031",47.397,-122.187,1600,8308 +"1284000010","20140805T000000",330000,4,1.75,1550,50094,"1",0,3,4,6,1550,0,1967,0,"98022",47.2194,-122.059,1720,50094 +"3626039028","20140818T000000",417500,3,1,1160,7491,"1",0,0,4,6,1160,0,1917,0,"98177",47.7024,-122.359,1800,2267 +"7856560380","20140804T000000",760000,4,2.25,2500,8500,"2",0,0,4,8,2500,0,1979,0,"98006",47.5569,-122.151,2470,9100 +"2770604346","20140705T000000",499000,3,2.5,1540,1326,"3",0,0,3,8,1390,150,1995,0,"98119",47.6457,-122.374,1680,1592 +"9202650130","20140618T000000",620000,4,2.5,1910,7683,"2",0,0,3,8,1910,0,1987,0,"98027",47.5644,-122.092,1980,8485 +"8700100010","20140710T000000",315000,3,2.5,2340,6837,"2",0,0,3,7,2340,0,1992,0,"98030",47.3608,-122.194,1850,6209 +"4045750010","20150409T000000",624950,3,2.5,2060,4730,"2",0,0,4,8,2060,0,1994,0,"98033",47.6874,-122.178,1980,5010 +"5706201470","20150428T000000",525000,3,2.25,1960,12350,"1",0,0,4,7,1960,0,1961,0,"98027",47.5247,-122.052,1920,13608 +"8835210130","20140808T000000",300000,2,1.5,1150,3927,"2",0,0,3,7,1150,0,1982,0,"98034",47.7248,-122.162,1400,3425 +"8731990440","20150310T000000",299900,4,2.75,2330,7200,"1",0,0,4,8,1560,770,1977,0,"98023",47.3203,-122.385,2350,7600 +"5540000050","20140612T000000",299000,3,2.5,2210,10119,"1",0,0,4,7,1450,760,1966,0,"98030",47.3783,-122.22,2110,10119 +"2470200020","20140514T000000",1.88e+006,4,2.75,3260,19542,"1",0,0,4,10,2170,1090,1968,0,"98039",47.6245,-122.236,3480,19863 +"9500900430","20140613T000000",265000,4,1.75,1900,10588,"1",0,0,5,6,1900,0,1958,0,"98002",47.289,-122.212,1530,10587 +"3024089049","20140609T000000",280000,2,1.75,1610,158558,"1.5",0,0,2,6,1610,0,1948,0,"98065",47.5319,-121.84,1800,3572 +"6600410170","20140528T000000",124740,3,1,1340,15600,"1",0,0,4,6,1340,0,1978,0,"98042",47.3224,-122.143,1320,9800 +"7796000095","20150106T000000",1.085e+006,3,2.75,3170,34850,"1",0,0,5,9,3170,0,1957,0,"98033",47.6611,-122.169,3920,36740 +"1338600225","20140528T000000",1.97e+006,8,3.5,4440,6480,"2",0,3,5,10,3140,1300,1959,0,"98112",47.631,-122.303,4440,8640 +"0316000190","20150215T000000",219000,4,1,1370,5339,"1.5",0,0,4,6,1370,0,1948,0,"98168",47.5046,-122.3,1280,7048 +"9276200190","20150416T000000",569950,5,1,1420,6250,"1.5",0,0,4,8,1420,0,1926,0,"98116",47.5807,-122.389,1420,6250 +"1447600285","20140609T000000",212500,2,2,1030,21712,"1",0,0,4,6,1030,0,1938,0,"98168",47.4905,-122.331,1790,9199 +"5307100280","20140811T000000",680000,3,2.25,1820,8316,"1",0,0,5,7,1320,500,1960,0,"98005",47.5849,-122.169,1780,8400 +"1338800280","20140929T000000",1.457e+006,4,1.5,2650,6900,"2",0,0,4,9,2400,250,1909,0,"98112",47.6275,-122.305,2420,6900 +"3211200420","20140618T000000",300000,3,1,910,7700,"1",0,0,4,7,910,0,1971,0,"98034",47.7303,-122.238,1250,7700 +"2770604082","20150310T000000",629950,3,2.5,1680,1683,"2",0,0,3,9,1120,560,2014,0,"98119",47.6424,-122.374,1610,1249 +"7334600280","20141202T000000",349900,2,1.75,1550,9230,"1",0,0,3,6,970,580,1969,0,"98045",47.4701,-121.744,1550,10856 +"5406500440","20140812T000000",690000,4,2.5,2780,6235,"2",0,0,3,8,2780,0,2001,0,"98075",47.5976,-122.039,2670,4410 +"1235100328","20150225T000000",1.454e+006,5,4,4070,11334,"2",0,0,3,10,4070,0,2014,0,"98033",47.6771,-122.187,2640,9401 +"4141010050","20150121T000000",1.288e+006,3,2.5,3240,12625,"2",0,0,3,11,3240,0,1987,0,"98040",47.5327,-122.232,3470,12331 +"9510310280","20140709T000000",696000,4,3.5,3650,38546,"2",0,0,3,9,2550,1100,1996,0,"98045",47.4776,-121.73,2860,34284 +"0725069102","20150330T000000",650000,3,2.25,2180,60112,"2",0,0,3,8,2180,0,1976,0,"98053",47.6723,-122.082,2060,120225 +"8562901350","20140812T000000",640000,3,3.5,2480,10800,"2",0,0,3,8,2480,0,1998,0,"98074",47.6083,-122.06,2380,11310 +"1442700430","20140808T000000",499950,5,2.5,3180,23809,"1",0,0,3,9,3180,0,1978,0,"98038",47.3727,-122.054,2500,15778 +"6806300980","20141223T000000",490000,4,2.5,3630,8387,"2",0,0,3,10,3630,0,1997,0,"98042",47.3623,-122.127,3370,8869 +"8562740290","20141010T000000",685000,5,2.5,3160,5635,"2",0,0,3,9,3160,0,2003,0,"98027",47.5362,-122.067,3670,6087 +"7454001405","20150403T000000",387500,4,1,1370,7140,"2",0,0,3,6,1370,0,1942,0,"98146",47.512,-122.376,1090,6300 +"0952007141","20150421T000000",401750,2,1.5,1070,1236,"2",0,0,3,8,1000,70,2005,0,"98116",47.5619,-122.382,1170,1888 +"1545806720","20140826T000000",254950,4,2,2180,8800,"1",0,0,5,7,1170,1010,1977,0,"98038",47.3676,-122.046,1630,8800 +"5561300980","20150320T000000",500000,4,2.25,2420,36680,"2",0,0,4,8,2420,0,1977,0,"98027",47.4663,-122.006,2410,36680 +"9348700480","20140715T000000",856500,4,2.5,3290,8147,"2",0,0,3,10,3290,0,2003,0,"98052",47.7048,-122.107,3290,7467 +"1868900285","20140523T000000",552000,3,1,1430,5000,"1",0,0,4,6,1080,350,1919,0,"98115",47.6724,-122.296,1630,4600 +"8651720470","20140910T000000",506500,4,2.5,1890,7200,"1",0,0,4,7,1500,390,1978,0,"98034",47.7278,-122.218,2070,7200 +"3904950190","20140527T000000",500000,3,2.25,1760,4539,"2",0,0,3,8,1760,0,1988,0,"98029",47.5754,-122.013,1960,4808 +"5300200050","20140729T000000",280000,4,2.75,2230,10160,"1",0,0,3,7,1400,830,1968,0,"98168",47.5123,-122.32,1740,10080 +"7334501300","20150306T000000",308000,3,1.75,1630,11475,"1",0,0,4,7,1330,300,1979,0,"98045",47.4635,-121.746,1630,11475 +"8078350280","20150205T000000",613500,3,2.5,2350,7035,"2",0,0,3,8,2350,0,1989,0,"98029",47.5713,-122.02,2270,7192 +"4068300280","20140708T000000",255000,3,1.75,1550,9720,"1",0,0,3,7,1050,500,1976,0,"98010",47.3433,-122.037,1550,9750 +"2625079030","20141028T000000",545000,3,2.5,3550,136343,"2",0,0,3,10,3550,0,1977,0,"98014",47.6223,-121.869,3080,215186 +"1024069063","20140923T000000",620000,4,2.5,2720,34498,"1",0,0,5,7,1360,1360,1966,0,"98075",47.5832,-122.02,1920,22474 +"3624039102","20141025T000000",450000,3,1.75,1740,6800,"1.5",0,0,4,7,1740,0,1949,0,"98126",47.5314,-122.373,990,6800 +"8025700460","20150508T000000",279000,4,1.75,1840,7275,"1",0,0,3,7,1090,750,1976,0,"98031",47.4002,-122.189,1840,7275 +"8956000460","20150123T000000",625000,3,2.5,2010,3200,"2",0,0,3,9,2010,0,2009,0,"98027",47.5463,-122.015,2250,3200 +"2329800630","20140527T000000",274950,3,1.75,1670,7415,"1",0,0,3,7,1320,350,1987,0,"98042",47.3776,-122.116,1650,8585 +"2491200050","20141023T000000",423000,3,1.75,1820,6038,"1",0,0,4,7,1040,780,1952,0,"98126",47.5233,-122.378,1700,6040 +"6181700250","20150226T000000",350000,2,1,720,5820,"1",0,1,5,6,720,0,1950,0,"98028",47.7598,-122.255,952,5820 +"2460500020","20150330T000000",305000,4,1.75,2370,10140,"1",0,0,3,7,1460,910,1968,0,"98001",47.3352,-122.278,1450,7800 +"7893801760","20141117T000000",368000,3,1.75,2120,11340,"1",0,3,4,7,1060,1060,1966,0,"98198",47.4109,-122.329,1830,8650 +"5259800440","20140926T000000",232000,3,1.75,1290,6604,"1",0,0,3,7,1290,0,1984,0,"98023",47.323,-122.349,1440,6682 +"7338402850","20141126T000000",250000,4,3,1800,2500,"2",0,0,3,7,1800,0,2000,0,"98108",47.5333,-122.294,1830,6900 +"1423910130","20150211T000000",220000,3,1.75,1230,8917,"1",0,0,4,7,1230,0,1966,0,"98058",47.4528,-122.172,1420,7938 +"2769602135","20140813T000000",435000,3,2,1380,2500,"1",0,0,3,7,750,630,1986,0,"98107",47.6753,-122.363,1630,3800 +"4365200425","20140624T000000",350000,2,1,740,7680,"1",0,0,4,6,740,0,1922,0,"98126",47.5245,-122.371,1080,7680 +"2473380920","20140813T000000",206325,5,2.5,1720,10202,"1.5",0,0,3,7,1720,0,1970,0,"98058",47.4572,-122.167,1720,8478 +"2473380920","20150227T000000",339000,5,2.5,1720,10202,"1.5",0,0,3,7,1720,0,1970,0,"98058",47.4572,-122.167,1720,8478 +"2787700630","20150318T000000",399000,4,2.5,2100,7355,"1",0,0,5,7,2100,0,1969,0,"98059",47.5078,-122.161,1750,7200 +"6917700305","20150219T000000",529000,2,1,1210,7667,"1",0,0,3,6,900,310,1950,0,"98199",47.6571,-122.396,1330,6462 +"7215720420","20150304T000000",640000,4,2.5,2210,7722,"2",0,0,3,9,2210,0,1999,0,"98075",47.5992,-122.019,2970,8683 +"2856100250","20141106T000000",735000,4,2.5,2470,2550,"3",0,0,3,8,2470,0,2004,0,"98117",47.6765,-122.389,1270,3060 +"9421500130","20140616T000000",378000,5,2.5,2760,8015,"1",0,0,4,8,1600,1160,1960,0,"98125",47.7255,-122.297,460,18000 +"1250201640","20140507T000000",775000,3,2,2540,7200,"1.5",0,3,4,8,1600,940,1905,0,"98144",47.5972,-122.292,2040,5900 +"5316100920","20140725T000000",2.25e+006,3,4.25,5150,7800,"2.5",0,2,3,11,4170,980,1954,0,"98112",47.6288,-122.282,4270,7800 +"6813600605","20150128T000000",1.35e+006,4,4.5,3420,7440,"3",0,0,3,9,3420,0,2014,0,"98103",47.6875,-122.33,1360,5580 +"1974300020","20140827T000000",380000,4,2.5,2270,11500,"1",0,0,3,8,1540,730,1967,0,"98034",47.7089,-122.241,2020,10918 +"1974300020","20150218T000000",624900,4,2.5,2270,11500,"1",0,0,3,8,1540,730,1967,0,"98034",47.7089,-122.241,2020,10918 +"3630020380","20141107T000000",379770,3,2.5,1470,1779,"2",0,0,3,8,1160,310,2005,0,"98029",47.5472,-121.998,1470,1576 +"1771000290","20141203T000000",340000,3,1.75,1280,16200,"1",0,0,3,8,1030,250,1976,0,"98077",47.7427,-122.071,1160,10565 +"5126310470","20150115T000000",515500,4,2.75,2830,8126,"2",0,0,3,8,2830,0,2005,0,"98059",47.4863,-122.14,2830,7916 +"1870400605","20141117T000000",600000,4,2.25,1970,7125,"1.5",0,0,3,7,1500,470,1908,0,"98115",47.6725,-122.293,1980,4750 +"4047200825","20141011T000000",400000,1,1,1390,60984,"1",0,0,3,6,1390,0,1960,0,"98019",47.7652,-121.903,1620,24225 +"7304300430","20141201T000000",364000,4,1,1020,11383,"1.5",0,0,5,6,1020,0,1947,0,"98155",47.7429,-122.321,1290,11213 +"8079010190","20140626T000000",440000,4,2.5,2250,7526,"2",0,0,3,8,2250,0,1989,0,"98059",47.5123,-122.15,1980,7526 +"1453600182","20140528T000000",285000,2,1,800,6240,"1",0,0,3,6,800,0,1954,0,"98125",47.7257,-122.296,1530,8000 +"9828700235","20150401T000000",669000,3,1,1560,4500,"1.5",0,0,5,7,1560,0,1915,0,"98112",47.6204,-122.292,1530,4500 +"3448002285","20140702T000000",475000,4,2,2100,13468,"1",0,0,5,7,1050,1050,1962,0,"98125",47.7139,-122.292,1470,8675 +"2513500010","20150504T000000",747000,2,1,990,4000,"1",0,0,4,7,990,0,1911,0,"98103",47.6589,-122.341,1560,4000 +"9284801100","20150105T000000",317000,3,1.5,1060,5750,"1",0,0,2,7,1060,0,1981,0,"98126",47.5532,-122.372,1060,5750 +"8901000491","20140828T000000",390000,2,1,1270,8164,"1",0,0,4,6,1270,0,1941,0,"98125",47.7116,-122.311,1580,9095 +"0452002135","20150422T000000",1.07e+006,4,2.5,2740,5000,"2",0,0,3,9,2740,0,2012,0,"98107",47.674,-122.371,1660,5000 +"6610000591","20141021T000000",1.205e+006,4,2.75,2470,5500,"1",0,3,3,9,1570,900,1960,2005,"98107",47.6586,-122.358,1620,5500 +"7518501025","20150327T000000",580000,3,1.75,1970,5100,"1",0,0,3,7,1130,840,1908,1965,"98117",47.6831,-122.379,1250,4080 +"6072400470","20141113T000000",518000,4,2.5,2070,10244,"1",0,0,3,8,1370,700,1969,0,"98006",47.5592,-122.178,2070,9683 +"1865800250","20141204T000000",147500,3,1.75,1010,6552,"1",0,0,3,7,1010,0,1969,0,"98042",47.375,-122.117,1010,6552 +"6072650250","20150424T000000",555000,4,2.25,2220,8125,"1",0,0,4,8,1450,770,1965,0,"98006",47.5429,-122.177,1980,8700 +"8807900233","20140630T000000",427500,2,2,1090,934,"3",0,0,3,8,1090,0,2008,0,"98109",47.6341,-122.342,1090,1376 +"3585901025","20140613T000000",1.735e+006,3,2.5,4310,32093,"1.5",0,4,5,10,2510,1800,1982,0,"98177",47.7624,-122.38,3810,26400 +"9238440020","20140717T000000",265950,3,2.5,1490,3840,"2",0,0,3,7,1490,0,2002,0,"98042",47.374,-122.133,2060,4384 +"9325800005","20141201T000000",247500,2,1,700,6046,"1",0,0,3,6,700,0,1950,0,"98133",47.7172,-122.34,990,6790 +"7520000020","20140523T000000",244000,4,1,1450,8960,"1",0,0,3,6,1450,0,1943,0,"98146",47.4972,-122.348,1160,7680 +"3904920380","20150323T000000",578550,3,2.5,2120,6602,"2",0,0,4,8,2120,0,1989,0,"98029",47.5669,-122.012,2330,7795 +"3630080430","20140617T000000",451000,4,2.5,1670,3315,"2",0,0,3,7,1670,0,2005,0,"98029",47.5532,-121.998,1650,2051 +"8682262230","20140826T000000",489000,2,1.75,1810,4220,"2",0,0,3,8,1810,0,2004,0,"98053",47.7177,-122.034,1350,4479 +"3326079016","20150504T000000",190000,2,1,710,1164794,"1",0,0,2,5,710,0,1915,0,"98014",47.6888,-121.909,1680,16730 +"7214800430","20150305T000000",475000,3,3,2540,18900,"1",0,0,3,7,1580,960,1978,0,"98072",47.754,-122.144,2270,16000 +"6430000275","20140506T000000",485000,3,2,1420,4080,"1.5",0,0,3,7,1420,0,1905,2013,"98103",47.6872,-122.349,1420,4590 +"1924079090","20141016T000000",530000,3,2.75,2440,45738,"2",0,0,3,8,1840,600,1987,0,"98027",47.5453,-121.957,2440,189100 +"1509500380","20150128T000000",379000,4,2.5,2570,10155,"2",0,0,3,9,2570,0,1994,0,"98030",47.3842,-122.17,2770,10155 +"9809000010","20150106T000000",1.629e+006,5,2.5,3090,16583,"2",0,0,4,9,3090,0,1964,0,"98004",47.6458,-122.218,3740,17853 +"8722101100","20150319T000000",739000,3,1.75,2050,5160,"1.5",0,0,4,8,1300,750,1926,0,"98112",47.6374,-122.304,2220,5960 +"8651410670","20141125T000000",189950,3,1,920,6460,"1",0,0,5,6,920,0,1969,0,"98042",47.3665,-122.082,920,4770 +"3629830250","20141222T000000",637500,4,3,2320,4468,"2",0,0,3,8,2160,160,1999,0,"98029",47.546,-122.009,2330,3541 +"0868001435","20150127T000000",2.225e+006,3,3,3450,16740,"1",0,4,4,9,1960,1490,1949,1993,"98177",47.7067,-122.38,3220,12528 +"4168100020","20141204T000000",209950,3,1,1660,8800,"1",0,0,4,7,960,700,1963,0,"98023",47.3212,-122.352,1370,10112 +"0814000020","20150220T000000",460000,3,1,1130,7000,"1",0,0,3,6,830,300,1944,0,"98125",47.7132,-122.283,1050,7000 +"7852010950","20141020T000000",543500,4,2.5,2550,5835,"2",0,0,3,8,2550,0,1998,0,"98065",47.5373,-121.87,2420,5817 +"2395710010","20140605T000000",376000,4,2.75,2420,5773,"2",0,0,3,8,2420,0,2005,0,"98038",47.3772,-122.029,2420,6200 +"3630000130","20141028T000000",430000,3,2.25,1470,1703,"2",0,0,3,8,1470,0,2005,0,"98029",47.5478,-121.999,1380,1107 +"2105200010","20140904T000000",515000,4,2.5,2030,39049,"1",0,0,4,7,1530,500,1953,0,"98166",47.4413,-122.345,2400,14605 +"2856100381","20140711T000000",580000,7,2.75,2310,2400,"1.5",0,0,3,6,2310,0,1915,0,"98117",47.6775,-122.39,1340,3825 +"5608030020","20150203T000000",600000,5,3.5,3370,16846,"2",0,1,3,9,2650,720,1998,0,"98027",47.5584,-122.089,3330,13000 +"3404700080","20141112T000000",476800,3,1.75,1900,43700,"1.5",0,0,4,6,1900,0,1919,0,"98052",47.7265,-122.136,2070,43995 +"1890000275","20150429T000000",815000,3,1.5,1940,3570,"2",0,0,4,8,1740,200,1916,0,"98105",47.6618,-122.325,1580,3570 +"7852000010","20140527T000000",455600,3,2.5,2420,8252,"2",0,0,3,7,2420,0,1998,0,"98065",47.5382,-121.871,2420,5818 +"5230300280","20140515T000000",270000,3,1,1010,9514,"1",0,0,3,7,1010,0,1969,0,"98059",47.4936,-122.105,1010,9514 +"4232902335","20140814T000000",1.2e+006,5,4,2710,2800,"3",0,0,3,10,2380,330,1974,2008,"98119",47.6346,-122.364,1530,3600 +"4232900250","20140710T000000",525000,2,1.5,1340,3600,"1.5",0,0,3,7,1340,0,1903,0,"98119",47.6358,-122.364,1340,3600 +"1312930250","20140528T000000",242000,3,1.75,1310,9645,"1",0,0,3,7,1310,0,1979,0,"98198",47.4051,-122.29,1440,9893 +"6446200305","20140623T000000",715000,4,2.5,2650,30500,"1",0,0,4,8,1680,970,1960,0,"98029",47.5535,-122.028,2650,30500 +"7852020670","20150402T000000",475000,3,2.75,1890,3938,"2",0,0,3,8,1890,0,1999,0,"98065",47.5336,-121.867,1890,4142 +"4475000170","20141111T000000",370000,4,3,2580,5511,"2",0,0,3,8,2580,0,1999,0,"98058",47.4286,-122.185,2010,5600 +"7202360170","20140523T000000",788600,4,2.75,3500,7200,"2",0,0,3,9,3500,0,2005,0,"98053",47.6818,-122.025,3920,7666 +"6146600185","20140507T000000",160000,2,1,1040,13100,"1",0,0,5,6,1040,0,1912,0,"98032",47.3877,-122.234,910,5080 +"2825079001","20140814T000000",800000,5,1.75,1930,501376,"2",0,0,3,7,1930,0,1930,0,"98014",47.6294,-121.911,1710,87120 +"3905040780","20140924T000000",520000,4,3,2190,5085,"2",0,0,4,8,2190,0,1992,0,"98029",47.5693,-122.002,2130,5142 +"2488200168","20140718T000000",725000,3,1.75,1530,4000,"2",0,0,3,8,1530,0,1985,0,"98136",47.5239,-122.388,2140,5000 +"3336000170","20141003T000000",335000,4,1,1480,6500,"1.5",0,0,4,7,1480,0,1914,0,"98118",47.5282,-122.267,2380,6000 +"8835700010","20150116T000000",919000,4,2.5,3620,17133,"1",0,4,3,10,2220,1400,1993,0,"98075",47.5604,-122.027,3530,17026 +"0303800020","20150513T000000",425000,3,2.75,3370,13929,"2",0,0,3,9,2650,720,1986,0,"98092",47.3411,-122.197,2150,14048 +"3971700670","20150314T000000",420000,5,2.5,2100,14395,"1",0,0,3,7,1140,960,1983,0,"98155",47.7723,-122.317,1830,8700 +"2481610050","20141124T000000",905000,4,3,3370,47959,"2",0,0,4,10,3370,0,1981,0,"98072",47.733,-122.129,3370,38896 +"4154304505","20140919T000000",435000,2,1,2240,7200,"1",0,0,4,7,1120,1120,1940,0,"98118",47.5631,-122.271,1390,6000 +"7202330170","20140717T000000",438000,3,2.5,1650,3031,"2",0,0,3,7,1650,0,2003,0,"98053",47.682,-122.034,1560,3070 +"9430100020","20140617T000000",725000,4,2.75,2630,7505,"2",0,0,3,8,2630,0,1994,0,"98052",47.6846,-122.163,2670,7506 +"2436700280","20140528T000000",840000,4,1.75,2330,4000,"2",0,0,5,8,1300,1030,1924,0,"98105",47.666,-122.289,2040,4000 +"7525211410","20140715T000000",425500,3,2.5,1970,2752,"2",0,0,3,8,1970,0,1978,0,"98052",47.6345,-122.108,1850,2778 +"3760500514","20140912T000000",853505,3,2.5,2820,14890,"1",0,4,3,9,1770,1050,1985,0,"98034",47.7019,-122.228,3740,14890 +"4067600255","20140522T000000",398000,2,1,590,10945,"1.5",0,0,3,5,590,0,1983,0,"98010",47.3364,-122.033,2020,15180 +"7853302130","20140604T000000",418500,3,2.5,2060,4399,"2",0,0,3,7,2060,0,2007,0,"98065",47.5415,-121.884,2060,4399 +"0811000050","20141231T000000",826000,3,1.5,1890,5000,"1.5",0,0,3,9,1890,0,1929,0,"98109",47.6312,-122.353,2560,5000 +"8691330130","20140611T000000",742000,4,2.5,2810,10986,"2",0,0,3,10,2810,0,1997,0,"98075",47.5943,-121.981,3540,10986 +"6623400050","20140909T000000",180000,4,1,1470,18581,"1.5",0,0,3,6,1470,0,1924,0,"98055",47.4336,-122.197,1770,18581 +"9542801410","20150114T000000",286000,4,1.75,2190,8400,"2",0,0,2,8,2190,0,1978,0,"98023",47.3003,-122.373,2410,7700 +"7202330190","20141001T000000",421200,3,2.5,1440,3060,"2",0,0,3,7,1440,0,2003,0,"98053",47.6821,-122.035,1650,3060 +"3303950660","20140731T000000",390000,3,3,2480,14141,"1",0,0,3,8,1500,980,1994,0,"98038",47.3778,-122.033,2480,10667 +"4140930010","20140919T000000",739000,4,2.5,2780,6737,"2",0,0,3,9,2780,0,2002,0,"98006",47.5656,-122.122,2750,7950 +"2724069169","20140724T000000",499900,4,3,2180,12196,"2",0,0,4,7,2180,0,1968,0,"98027",47.5338,-122.033,1500,6534 +"7979900430","20141203T000000",670000,3,2.25,3340,13805,"1",0,0,3,8,3340,0,1950,1992,"98155",47.744,-122.292,2060,12304 +"1338300010","20141013T000000",842500,3,2.25,2560,3996,"1.5",0,0,3,8,2150,410,1910,0,"98112",47.6321,-122.306,2970,4320 +"5238800020","20141208T000000",492500,2,2.25,1600,80400,"2",0,0,4,7,1600,0,1978,0,"98070",47.4422,-122.505,1600,198414 +"4154305575","20140903T000000",836500,3,2.5,2230,7200,"3",0,3,3,9,2230,0,1996,0,"98118",47.558,-122.265,2230,7200 +"6821102385","20150326T000000",334000,2,1,900,1818,"2",0,0,4,7,900,0,1945,0,"98199",47.6485,-122.397,1570,1830 +"6600410480","20140828T000000",179900,3,1,1010,9920,"1",0,0,3,6,1010,0,1977,0,"98042",47.3238,-122.14,1270,9680 +"4146800050","20141126T000000",563000,3,2,1580,5289,"1",0,0,3,7,870,710,1940,0,"98103",47.6881,-122.342,1310,5535 +"3793500050","20150303T000000",310000,3,2.5,1890,6300,"2",0,0,3,7,1890,0,2003,0,"98038",47.3673,-122.031,2100,6525 +"0641900050","20140819T000000",335000,4,2.25,2160,8817,"1",0,0,3,7,1460,700,1965,0,"98133",47.7595,-122.356,1880,8817 +"0641900050","20150206T000000",499950,4,2.25,2160,8817,"1",0,0,3,7,1460,700,1965,0,"98133",47.7595,-122.356,1880,8817 +"2402100715","20140726T000000",658500,2,1,1410,5101,"1.5",0,0,3,8,1410,0,1927,0,"98103",47.6872,-122.333,1410,4224 +"1453602313","20141029T000000",297000,2,1.5,1430,1650,"3",0,0,3,7,1430,0,1999,0,"98125",47.7222,-122.29,1430,1650 +"1890000225","20140620T000000",725000,6,1.75,2380,4080,"2",0,0,3,8,2380,0,1917,0,"98105",47.6629,-122.325,2030,4080 +"7525900050","20141205T000000",780000,3,2.25,2206,82031,"1",0,2,3,6,866,1340,1983,0,"98074",47.6302,-122.069,2590,53024 +"6413600290","20140509T000000",252500,3,1,1030,6127,"1",0,0,3,7,880,150,1947,0,"98125",47.7192,-122.32,1610,6127 +"0952006728","20140613T000000",330000,3,2.5,1070,1155,"2",0,0,3,7,720,350,2005,0,"98102",47.5617,-122.385,1120,2594 +"1088801350","20150210T000000",525000,3,2.5,2320,9610,"1",0,0,3,9,1730,590,1990,0,"98011",47.7394,-122.204,2450,9608 +"3575302759","20140806T000000",365000,2,1.75,1270,7500,"1",0,0,4,7,1270,0,1982,0,"98074",47.6186,-122.063,1280,7500 +"3508100161","20150327T000000",500000,4,3,2570,9104,"2",0,2,3,7,2570,0,1930,0,"98116",47.5821,-122.401,1630,4950 +"8651410190","20141112T000000",179950,3,1,920,4875,"1",0,0,5,6,920,0,1969,0,"98042",47.3648,-122.081,960,5200 +"1823099028","20140722T000000",440000,3,2,1790,32379,"1",0,0,3,7,1790,0,2007,0,"98045",47.4826,-121.698,2290,43560 +"0745000005","20140825T000000",145000,1,0.75,480,9750,"1",0,0,2,4,480,0,1948,0,"98146",47.4982,-122.362,1550,9924 +"9414700020","20150422T000000",331000,4,3,2483,5701,"2",0,0,3,8,2483,0,2005,0,"98030",47.3623,-122.199,2075,5720 +"2331300415","20140620T000000",780000,3,2.25,2140,3000,"2",0,0,3,9,2140,0,1905,2006,"98103",47.6767,-122.351,1430,4712 +"6815100380","20150514T000000",855000,3,1.75,1900,4000,"1",0,0,3,7,1300,600,1965,0,"98103",47.6854,-122.331,1880,4000 +"7575610250","20141014T000000",225000,3,2.25,1650,7739,"1",0,0,3,8,1290,360,1986,0,"98003",47.3532,-122.304,1650,6033 +"5153900080","20140714T000000",199000,3,1,1510,9100,"1",0,0,3,7,1510,0,1966,0,"98003",47.3331,-122.319,1180,7220 +"7525410190","20140502T000000",550000,3,1.75,2910,35200,"1.5",0,0,3,8,2910,0,1979,0,"98075",47.5747,-122.035,2590,37500 +"6819100020","20140529T000000",1.425e+006,4,4.25,4960,6000,"2.5",0,0,3,11,3680,1280,1909,2003,"98109",47.6437,-122.356,2160,4080 +"1868902745","20140502T000000",805000,3,2,2710,4500,"1.5",0,0,4,8,1880,830,1929,0,"98115",47.6747,-122.295,2060,4500 +"3783100080","20140604T000000",261000,3,1.5,1810,29308,"1",0,0,3,7,950,860,1983,0,"98042",47.3585,-122.067,1790,37531 +"3327750020","20140909T000000",347000,3,1,940,9198,"1",0,0,3,7,940,0,1968,0,"98052",47.6889,-122.117,1430,8370 +"1112700010","20140619T000000",390000,3,2.25,1600,10240,"1",0,0,3,7,1090,510,1979,0,"98034",47.7281,-122.232,1520,9394 +"9269260420","20141110T000000",436000,4,2.5,2640,3899,"2",0,0,3,7,2640,0,2000,0,"98011",47.754,-122.217,2460,4057 +"9286730020","20150331T000000",1.80275e+006,5,3.25,3890,20005,"1",0,0,3,10,2260,1630,1977,0,"98004",47.6312,-122.224,3450,20176 +"8673400190","20140723T000000",557000,3,2.5,1630,1587,"3",0,0,3,8,1630,0,2004,0,"98107",47.6693,-122.393,1500,1527 +"1951600250","20150406T000000",135000,3,1,830,9600,"1",0,0,3,7,830,0,1959,0,"98032",47.3698,-122.297,1240,9198 +"3296900280","20150325T000000",425000,3,2.5,1800,14036,"2",0,0,3,8,1800,0,1993,0,"98019",47.7334,-121.97,2450,14025 +"5459000305","20150408T000000",648752,3,2.25,2060,9953,"1",0,0,5,8,1070,990,1964,0,"98040",47.5767,-122.233,2340,9600 +"4122900020","20140626T000000",1.388e+006,4,3,4040,20001,"1",0,0,3,9,2020,2020,1972,2001,"98004",47.6408,-122.212,2990,20098 +"5212000020","20150324T000000",630100,4,2.75,1910,11356,"1",0,0,5,7,1160,750,1977,0,"98033",47.6999,-122.2,1770,11357 +"1825079005","20140609T000000",739000,4,2.5,2800,246114,"2",0,0,3,9,2800,0,1999,0,"98014",47.6586,-121.962,2750,60351 +"6450303235","20140818T000000",269000,3,1.5,1320,2625,"2",0,0,3,7,1320,0,1986,0,"98133",47.7316,-122.338,1230,5250 +"7227501190","20150427T000000",250000,3,1,1220,5038,"1",0,0,5,6,1220,0,1942,0,"98056",47.496,-122.189,1140,5038 +"7853300020","20150320T000000",475000,5,2.75,3100,5298,"2",0,0,3,7,3100,0,2007,0,"98065",47.5369,-121.887,2440,5250 +"2922703235","20141119T000000",290000,1,1,550,5700,"1",0,0,2,6,550,0,1916,0,"98117",47.6846,-122.366,1100,4560 +"6138000095","20141118T000000",219000,3,1,1080,10639,"1.5",0,0,3,7,1080,0,1953,0,"98002",47.3171,-122.219,1470,10600 +"2356800020","20140929T000000",416000,2,1,880,6650,"1",0,0,5,6,880,0,1918,0,"98117",47.6914,-122.372,1250,6650 +"5379805495","20150413T000000",179000,2,1,720,8914,"1",0,0,3,6,720,0,1949,0,"98188",47.4488,-122.274,1100,8916 +"3861440010","20140715T000000",302000,4,2.75,2030,9120,"1",0,0,4,7,2030,0,1988,0,"98003",47.282,-122.303,1790,7627 +"2505500009","20150427T000000",565000,4,2,2040,8281,"2",0,1,3,7,2040,0,1961,0,"98033",47.6689,-122.195,2560,8281 +"3388000080","20150422T000000",281700,3,1,1570,8316,"1",0,0,3,7,1070,500,1962,0,"98031",47.3943,-122.198,2030,8295 +"0480000170","20140627T000000",480000,2,1,1500,3420,"1",0,0,3,7,1500,0,1902,0,"98103",47.661,-122.338,2050,3420 +"2597650660","20141013T000000",775000,4,2.5,3180,15358,"2",0,0,3,9,3180,0,1988,0,"98027",47.5172,-122.053,3020,15522 +"7304300470","20140904T000000",375000,3,1.75,1260,11224,"1",0,0,5,7,1260,0,1947,0,"98155",47.7444,-122.321,1570,11052 +"7334600170","20141013T000000",345000,3,1.5,1390,13860,"2",0,0,3,7,1390,0,1979,0,"98045",47.4704,-121.747,1390,11860 +"7222000244","20150223T000000",300000,3,3,2850,9375,"1",0,0,3,8,2240,610,1977,0,"98055",47.4655,-122.209,1800,9375 +"9558020840","20150422T000000",364950,4,2.5,2070,2992,"2",0,0,3,8,2070,0,2002,0,"98058",47.4496,-122.12,1900,2957 +"5592900020","20141202T000000",410000,3,3.25,2650,7819,"1",0,2,4,8,1760,890,1956,0,"98056",47.4821,-122.192,2400,7727 +"8732190380","20150414T000000",231000,3,1.75,1220,8817,"1",0,0,3,7,1220,0,1978,0,"98023",47.3111,-122.396,2000,8028 +"2249800080","20140523T000000",445000,3,2,1630,8702,"1",0,0,3,9,1630,0,1987,0,"98056",47.5168,-122.193,2250,9890 +"2062600020","20140708T000000",530000,2,2.5,1785,779,"2",0,0,3,7,1595,190,1975,0,"98004",47.5959,-122.198,1780,794 +"7660100309","20141226T000000",353500,3,2.5,1260,972,"2",0,0,3,8,840,420,2008,0,"98144",47.5872,-122.316,1270,925 +"6093900280","20140507T000000",209950,3,1.5,1380,11130,"1",0,0,3,7,1380,0,1960,0,"98003",47.3146,-122.323,1380,9200 +"4154303125","20150423T000000",650000,3,1.75,2330,7200,"1",0,0,4,8,1320,1010,1950,0,"98118",47.565,-122.274,1820,7200 +"2695600005","20140620T000000",325000,2,1,840,4239,"1",0,0,3,7,840,0,1948,0,"98126",47.5319,-122.382,1120,4494 +"3826500020","20140828T000000",257000,3,2.25,1730,9516,"1",0,0,3,8,1180,550,1978,0,"98030",47.3823,-122.166,1870,8165 +"9238440130","20140630T000000",337000,4,2.5,2230,5970,"2",0,0,4,7,2230,0,2002,0,"98042",47.3745,-122.131,1970,4919 +"3630030010","20140926T000000",541000,3,2.5,1790,4038,"2",0,0,3,8,1790,0,2005,0,"98029",47.5499,-121.998,1700,3365 +"1592000130","20141114T000000",577500,3,2.5,2280,10879,"2",0,0,3,9,2280,0,1984,0,"98074",47.6217,-122.034,2400,9536 +"2487200279","20141124T000000",560000,3,2.5,2430,5128,"1",0,1,3,8,1270,1160,1978,0,"98136",47.5198,-122.389,2510,5330 +"1959703070","20141029T000000",979700,5,3,3730,5500,"1.5",0,0,3,7,2160,1570,1927,0,"98102",47.6507,-122.32,1890,5500 +"4038700680","20140725T000000",750000,5,3,2230,8560,"1",0,0,3,8,1150,1080,1960,2014,"98008",47.6154,-122.115,2040,8560 +"9390700095","20140808T000000",407500,2,1,770,2971,"1",0,2,3,7,770,0,1923,0,"98102",47.6358,-122.322,1440,4000 +"6392003810","20140523T000000",530000,4,1.75,1814,5000,"1",0,0,4,7,944,870,1951,0,"98115",47.684,-122.281,1290,5000 +"7806210250","20150406T000000",235000,4,1.75,1920,9350,"1",0,0,4,7,1000,920,1977,0,"98002",47.292,-122.195,1910,8400 +"2919200440","20150407T000000",715000,4,2.5,1860,3840,"1.5",0,0,3,7,1170,690,1928,2014,"98117",47.6886,-122.359,1400,3840 +"6751500185","20150421T000000",795000,5,3,2750,10000,"1",0,0,4,7,1730,1020,1957,0,"98008",47.5878,-122.13,2520,10000 +"5137300130","20140509T000000",465000,4,2.5,1930,9653,"1",0,0,4,9,1930,0,1968,0,"98023",47.3367,-122.335,2100,10454 +"2744000010","20140513T000000",287600,3,2.5,1950,8251,"2",0,0,3,7,1950,0,1990,0,"98001",47.343,-122.28,1540,8588 +"4279600010","20141230T000000",630000,6,3,2470,9328,"2",0,0,3,8,2470,0,1982,0,"98007",47.6025,-122.153,2470,9454 +"2540830020","20150401T000000",445000,3,2.25,1630,6449,"1",0,0,3,7,1310,320,1986,0,"98011",47.7275,-122.232,1620,7429 +"7214800190","20150105T000000",490000,4,2.25,2110,16200,"1",0,0,3,8,1630,480,1978,0,"98072",47.752,-122.144,2370,16000 +"9169100185","20150225T000000",565000,3,1.75,1490,5000,"1",0,1,3,8,1250,240,1954,0,"98136",47.5257,-122.392,1980,5000 +"0859000022","20140819T000000",330000,3,2.5,1740,1844,"2",0,0,3,8,1320,420,2008,0,"98106",47.5248,-122.365,1740,1789 +"1180005050","20141218T000000",463000,4,2.75,1900,6000,"1",0,2,3,7,1300,600,1961,0,"98178",47.495,-122.229,2230,6000 +"3625700010","20140506T000000",1.87e+006,5,4,4510,15175,"2",0,0,3,10,4510,0,1969,2002,"98040",47.5309,-122.228,3510,13500 +"7335400020","20140626T000000",219500,3,1,1090,6710,"1.5",0,0,5,5,1090,0,1912,0,"98002",47.3066,-122.217,1170,6708 +"8902000050","20141027T000000",622200,3,1.75,1720,7200,"1",0,0,3,7,1420,300,1959,0,"98125",47.7062,-122.304,1380,8000 +"1972200698","20140528T000000",474800,2,3.25,1400,1243,"3",0,0,3,8,1400,0,2000,0,"98103",47.6534,-122.353,1400,1335 +"0415100010","20140611T000000",465000,4,2.5,2090,9702,"1",0,0,5,7,1320,770,1965,0,"98133",47.7467,-122.339,1850,7200 +"5500200010","20141014T000000",389950,3,1.75,1580,9049,"1",0,0,3,8,1580,0,1966,0,"98177",47.7776,-122.375,2100,8446 +"1842390130","20141024T000000",650000,4,2.5,2620,19864,"2",0,0,4,8,2620,0,1984,0,"98052",47.7014,-122.122,2500,13285 +"6362900007","20140905T000000",395000,3,2,1500,2506,"1",0,0,3,7,870,630,2003,0,"98144",47.5962,-122.301,1500,4662 +"5466380050","20141219T000000",304500,4,2.5,2030,5202,"2",0,0,3,8,2030,0,2001,0,"98031",47.388,-122.176,2260,5232 +"7417700185","20150314T000000",307000,3,1,1020,8484,"1",0,0,3,6,1020,0,1949,0,"98155",47.7719,-122.31,1180,9660 +"4127000050","20150107T000000",485000,3,2.5,1540,7120,"1",0,0,3,7,770,770,1938,2013,"98038",47.3729,-122.037,1000,6638 +"8084900170","20141023T000000",1.562e+006,5,3,3910,16200,"1",0,0,4,9,2890,1020,1960,0,"98004",47.6326,-122.217,3620,16200 +"2205700470","20150122T000000",650500,5,4.25,3920,11412,"2",0,0,3,7,3920,0,1955,2005,"98006",47.5766,-122.151,1400,9750 +"3629200020","20150202T000000",960000,4,2.5,3180,10105,"2",0,0,4,9,3180,0,1986,0,"98040",47.5328,-122.226,2670,10355 +"6070800050","20150213T000000",710000,3,2.5,2330,9160,"2",0,0,3,9,2330,0,1997,0,"98006",47.5467,-122.181,2460,9160 +"6329000185","20150329T000000",540000,3,2.5,2600,23361,"1.5",1,4,3,8,2150,450,1912,0,"98146",47.4997,-122.379,1700,14700 +"8815400020","20140724T000000",601000,4,1.75,1950,4200,"1",0,0,5,7,1040,910,1951,0,"98115",47.6755,-122.285,1450,5000 +"1742800430","20150504T000000",463828,5,1.75,3250,13702,"1",0,2,3,8,1650,1600,1965,0,"98055",47.4883,-122.225,2620,11328 +"5006000170","20150211T000000",293000,4,1,1130,8308,"1.5",0,0,4,6,1130,0,1944,0,"98166",47.4669,-122.355,1130,8652 +"7202310010","20141020T000000",597500,3,2.5,2620,4800,"2",0,0,3,7,2620,0,2002,0,"98053",47.6849,-122.037,2400,4756 +"0323089005","20150326T000000",240000,2,1,1120,45302,"1",0,2,4,5,1120,0,1932,0,"98045",47.5105,-121.77,2150,101930 +"1525079056","20140502T000000",284000,3,1.75,1800,23103,"1",0,0,3,7,1800,0,1968,0,"98014",47.6517,-121.906,1410,18163 +"4140900050","20150126T000000",440000,4,1.75,2180,10200,"1",0,2,3,8,2000,180,1966,0,"98028",47.7638,-122.27,2590,10445 +"7387500235","20140515T000000",340000,3,1.75,1960,8136,"1",0,0,3,7,980,980,1948,0,"98106",47.5208,-122.364,1070,7480 +"7387500235","20150317T000000",363000,3,1.75,1960,8136,"1",0,0,3,7,980,980,1948,0,"98106",47.5208,-122.364,1070,7480 +"3726800010","20140714T000000",270000,2,1,1150,3600,"1",0,0,3,6,1150,0,1910,0,"98144",47.5729,-122.31,1160,4000 +"2621760290","20140827T000000",365000,4,2.5,2800,6820,"2",0,0,4,7,2800,0,1997,0,"98042",47.3695,-122.108,2060,6820 +"6046401300","20140609T000000",428000,3,2,1310,2550,"1",0,0,3,7,780,530,1986,0,"98103",47.6911,-122.35,1460,5100 +"3326069026","20150401T000000",600000,3,1.75,2340,57499,"1",0,0,3,8,2340,0,1988,0,"98053",47.6989,-122.044,3260,137649 +"6608500290","20141024T000000",405000,3,2.5,1430,10200,"1",0,0,3,7,1430,0,1960,0,"98033",47.7012,-122.166,1470,10350 +"1862700290","20140711T000000",339900,4,2.5,2340,9748,"1",0,1,3,8,1610,730,1981,0,"98003",47.3363,-122.331,2070,8241 +"4331000190","20141223T000000",275000,3,1,1290,11250,"1",0,0,3,7,1290,0,1956,0,"98166",47.4743,-122.341,1410,11196 +"5101400994","20140717T000000",361600,2,1,760,6380,"1",0,0,3,6,760,0,1941,0,"98115",47.6914,-122.31,1590,6380 +"1615900020","20150320T000000",325000,6,2,2780,13950,"2.5",0,0,4,7,2780,0,1955,1964,"98030",47.3738,-122.226,2120,13950 +"2804600005","20141219T000000",1.05e+006,3,2,2090,4077,"1.5",0,0,4,8,1530,560,1931,0,"98112",47.6433,-122.3,2010,4132 +"7431500280","20141110T000000",959750,4,3,3060,50002,"1",0,2,4,8,2460,600,1957,0,"98008",47.6205,-122.096,2740,16181 +"6303401365","20140603T000000",210000,3,1,1110,7962,"1",0,0,3,7,1110,0,1962,0,"98146",47.5035,-122.36,1200,8094 +"2817850290","20141201T000000",258000,3,2,1790,7879,"1.5",0,0,3,7,1790,0,1998,0,"98001",47.2634,-122.289,1790,7879 +"3205100080","20140708T000000",468000,3,1.5,1830,9848,"1",0,0,5,7,1830,0,1962,0,"98056",47.539,-122.18,1830,8168 +"2464400280","20150504T000000",710000,4,3.5,2850,2910,"2",0,2,3,8,1970,880,1905,1996,"98115",47.6855,-122.321,1460,3880 +"7889601300","20150421T000000",268000,3,1,1420,6000,"1",0,0,3,6,1420,0,1941,0,"98146",47.4913,-122.336,1480,6000 +"8151600101","20150116T000000",115000,2,1,790,7252,"1",0,0,3,5,790,0,1930,0,"98146",47.5048,-122.365,1260,11470 +"3764650010","20150513T000000",500000,3,2.5,2300,4307,"2",0,0,3,8,2300,0,1998,0,"98034",47.7326,-122.197,2010,4307 +"3521069150","20141017T000000",431000,3,2.5,2440,71002,"1",0,0,4,9,2440,0,1996,0,"98022",47.2689,-122.01,3170,84000 +"4345000440","20150223T000000",241500,3,2,1310,7349,"1",0,0,3,7,870,440,1995,0,"98030",47.3639,-122.186,1690,6580 +"1822059073","20150414T000000",300000,3,1,1380,12000,"1",0,0,3,7,1380,0,1963,0,"98031",47.3997,-122.215,1890,22001 +"2600130190","20141107T000000",982000,4,2.5,2790,10289,"2",0,0,3,9,2790,0,1987,0,"98006",47.5483,-122.158,2650,10126 +"7985100190","20150106T000000",248500,3,2.5,1360,7293,"2",0,0,3,8,1360,0,1988,0,"98003",47.3304,-122.302,1540,7353 +"0305010050","20141231T000000",665000,4,2.5,2510,5936,"2",0,0,3,9,2510,0,1998,0,"98075",47.5847,-122.032,2760,6060 +"3761100257","20140714T000000",1.215e+006,3,3,4560,16339,"2",0,2,3,10,4040,520,2001,0,"98034",47.7024,-122.243,2620,11561 +"0952003340","20140709T000000",380000,2,1,780,3910,"1",0,0,3,6,780,0,1918,0,"98126",47.566,-122.38,1500,5060 +"3347401315","20140616T000000",220000,3,2,1410,7998,"1",0,0,4,7,1410,0,1940,0,"98178",47.4968,-122.277,1780,8278 +"0513000585","20140707T000000",631500,4,2,2530,5650,"1.5",0,0,4,8,1910,620,1910,0,"98116",47.5778,-122.382,1310,5750 +"1049010050","20141219T000000",386100,3,2,1270,6760,"1",0,0,5,7,1270,0,1972,0,"98034",47.7381,-122.179,1550,5734 +"1370802455","20140813T000000",1.05e+006,4,4.5,3180,4606,"2",0,3,4,9,1990,1190,1929,0,"98199",47.6402,-122.405,2110,5323 +"4206901435","20150122T000000",650000,2,1.75,1450,4000,"1.5",0,0,4,7,1350,100,1903,0,"98105",47.6571,-122.326,1310,4000 +"1467400095","20150224T000000",545000,4,1.75,2040,53578,"1",0,0,5,7,1160,880,1959,0,"98038",47.3844,-122,2040,53578 +"2592210290","20141010T000000",870000,4,2.5,2650,12001,"2",0,0,4,9,2650,0,1984,0,"98006",47.5496,-122.14,2880,14054 +"3034200275","20140817T000000",380000,3,1.75,1240,8611,"1",0,0,4,7,1240,0,1973,0,"98133",47.7175,-122.331,1700,8037 +"7221400285","20150209T000000",265000,2,1,820,8423,"1",0,2,3,6,820,0,1957,0,"98055",47.4741,-122.2,1960,9140 +"7518502210","20140530T000000",645500,2,1,1890,5202,"1.5",0,0,4,7,1890,0,1909,0,"98117",47.6786,-122.379,1670,5100 +"1646501845","20140913T000000",570000,3,2,1270,3090,"2",0,0,5,7,1270,0,1911,0,"98117",47.685,-122.359,1440,3090 +"8081020380","20150217T000000",1.2e+006,4,2.5,3350,11688,"1",0,2,3,10,1760,1590,1995,0,"98006",47.5507,-122.133,4240,10804 +"2158900095","20141027T000000",605000,2,1,1550,3200,"1.5",0,0,3,8,1550,0,1927,0,"98112",47.6368,-122.306,1800,3937 +"4031000460","20140610T000000",199500,3,1,920,9812,"1",0,0,4,7,920,0,1962,0,"98001",47.2958,-122.284,1188,9812 +"3881900605","20150315T000000",445000,2,1,950,4800,"1",0,0,3,6,950,0,1941,0,"98144",47.5864,-122.301,1420,5400 +"5700002285","20141016T000000",495000,4,1.75,2040,3570,"1",0,0,4,7,1020,1020,1917,0,"98144",47.5754,-122.288,1790,4206 +"6392002635","20140612T000000",594000,4,1.75,1870,5200,"2",0,0,4,7,1200,670,1937,0,"98115",47.6843,-122.283,1790,5000 +"6822100305","20140819T000000",465000,3,1.75,1720,5280,"1",0,0,4,8,900,820,1943,0,"98199",47.6493,-122.401,1600,6000 +"1871400585","20150422T000000",160000,2,1,1020,13647,"1",0,0,5,6,1020,0,1915,1974,"98022",47.2848,-121.927,980,8250 +"7300410010","20141204T000000",340000,4,2.5,2690,6099,"2",0,0,3,9,2690,0,1998,0,"98092",47.3314,-122.171,2520,6168 +"0925069134","20140910T000000",870000,4,2,3090,41147,"1",0,0,3,7,3090,0,1990,0,"98052",47.6748,-122.049,3300,34280 +"2114700460","20140818T000000",249000,3,1.5,1070,5150,"1",0,0,4,6,1070,0,1940,0,"98106",47.5335,-122.349,1020,4800 +"3326059238","20150506T000000",500000,4,2.25,2050,7201,"2",0,0,3,8,2050,0,1994,0,"98033",47.7003,-122.165,1970,7350 +"3750606890","20140626T000000",220000,3,1.5,1660,15600,"2",0,0,3,7,1660,0,1981,0,"98001",47.2589,-122.279,1660,14400 +"9117100130","20140812T000000",368500,5,1.75,2810,9360,"1",0,0,4,7,1520,1290,1965,0,"98055",47.4361,-122.193,1770,9360 +"5469502660","20140929T000000",439950,4,2.25,2460,14600,"1",0,0,4,8,1720,740,1977,0,"98042",47.3762,-122.16,2460,14600 +"3356402232","20140924T000000",179900,3,1.75,1230,12000,"1",0,0,3,6,1230,0,1970,0,"98001",47.2878,-122.251,1550,12000 +"8030500010","20140528T000000",490000,4,2.5,2360,4367,"2",0,0,3,8,2360,0,2003,0,"98011",47.7731,-122.167,2360,4868 +"2425700022","20140929T000000",425000,4,1.75,1730,11890,"1",0,0,2,7,980,750,1955,0,"98004",47.5979,-122.194,2100,12325 +"3956100050","20140829T000000",533300,4,2.5,2770,21806,"2",0,0,3,9,2770,0,1991,0,"98045",47.4815,-121.768,2500,21656 +"5292200010","20150116T000000",447500,4,2,1770,3332,"2",0,0,3,7,1630,140,1924,1975,"98118",47.5563,-122.281,1640,4000 +"4178310080","20140723T000000",768000,5,2.75,3030,13640,"2",0,0,4,8,3030,0,1980,0,"98007",47.6186,-122.146,2500,13225 +"1180002745","20140521T000000",285000,3,1.75,2380,6000,"1.5",0,0,3,7,1320,1060,1935,0,"98178",47.498,-122.222,1290,6000 +"4047200655","20140509T000000",336900,3,1.75,1780,120661,"1",0,0,4,6,1780,0,1979,0,"98019",47.7731,-121.897,1440,25000 +"9477000080","20140714T000000",415000,4,1.5,1540,7886,"2",0,0,3,7,1540,0,1967,0,"98034",47.734,-122.193,1550,7396 +"3905100840","20140723T000000",500000,3,2.25,1580,4379,"2",0,0,4,8,1580,0,1994,0,"98029",47.5694,-122.005,1770,4187 +"7885800290","20141103T000000",337000,4,2.5,3200,5772,"2",0,0,3,8,3200,0,2003,0,"98042",47.3486,-122.153,3010,5772 +"9475710170","20140919T000000",419950,4,2.5,2220,6800,"2",0,0,3,7,2220,0,2002,0,"98059",47.49,-122.15,2220,5303 +"6885900415","20150107T000000",290000,4,2.75,2240,8162,"2",0,0,5,7,1380,860,1946,0,"98133",47.7427,-122.34,1550,8163 +"5285200020","20140718T000000",349950,2,1.75,1640,4176,"1",0,0,4,7,1040,600,1948,0,"98118",47.5162,-122.26,1460,5200 +"4039400430","20140516T000000",330000,3,1.5,1170,4950,"1",0,0,4,7,1170,0,1960,0,"98007",47.6057,-122.135,1570,7700 +"2481610170","20140609T000000",965000,4,2.25,3160,34560,"1",0,0,4,10,3160,0,1981,0,"98072",47.7337,-122.132,3530,38045 +"1795910420","20141031T000000",515000,3,2.5,2100,7851,"2",0,0,3,8,2100,0,1986,0,"98052",47.7242,-122.105,2100,8187 +"7135521680","20140522T000000",665000,4,2.5,2600,17388,"2",0,0,3,9,2600,0,1996,0,"98059",47.5283,-122.146,2950,11553 +"2011000020","20140826T000000",265000,3,1.75,1630,5999,"1.5",0,0,4,7,1630,0,1985,0,"98198",47.3816,-122.313,1540,7500 +"1196002395","20140917T000000",545400,3,2,2850,19200,"1",0,3,3,8,2340,510,2004,0,"98023",47.3378,-122.348,2860,18240 +"3876590420","20140624T000000",350000,4,3,2560,5606,"2",0,0,3,9,2560,0,2004,0,"98092",47.3274,-122.178,2667,7334 +"4358700164","20141113T000000",260000,2,1.5,980,1296,"2",0,0,3,7,840,140,2001,0,"98133",47.7075,-122.336,1100,1228 +"7631800015","20150407T000000",2.51e+006,3,3.25,5480,57990,"2",1,4,3,11,5480,0,1991,0,"98166",47.4558,-122.371,2500,22954 +"3260810150","20140926T000000",355000,3,2,2160,8091,"1.5",0,0,3,8,2160,0,2000,0,"98003",47.3474,-122.303,2190,8297 +"7015201015","20141028T000000",879000,3,3,3030,5156,"1.5",0,0,4,9,2080,950,1929,0,"98119",47.647,-122.369,1910,5720 +"9348700450","20140818T000000",833000,4,3.5,3560,7178,"2",0,3,3,10,2590,970,2006,0,"98052",47.7054,-122.107,3290,6978 +"3151600035","20150107T000000",261590,2,1,760,6407,"1",0,0,3,6,760,0,1943,0,"98178",47.4977,-122.259,1050,8580 +"2254502070","20141105T000000",512500,3,3,2260,2400,"2",0,0,3,7,2260,0,1909,1972,"98122",47.6094,-122.31,1320,2790 +"8127700210","20150427T000000",600000,2,1.75,1560,3200,"1",0,0,5,7,880,680,1946,0,"98199",47.6419,-122.394,2060,4940 +"2926049237","20141006T000000",417500,5,3,2270,6664,"1",0,0,3,7,1340,930,1995,0,"98125",47.7191,-122.315,1870,6187 +"7785000230","20140527T000000",970000,5,3,3480,15185,"2",0,0,4,8,3480,0,1964,0,"98040",47.5757,-122.216,3030,14257 +"2025701390","20140812T000000",316000,3,2.25,1900,7479,"2",0,0,4,7,1900,0,1992,0,"98038",47.3495,-122.037,1520,6559 +"1561900330","20150306T000000",397500,4,3,2350,9952,"1",0,0,3,9,1650,700,1989,0,"98031",47.4194,-122.211,2440,9100 +"1370800940","20140721T000000",1.35e+006,3,2.5,2390,5500,"1",0,3,3,9,1700,690,1952,0,"98199",47.6389,-122.409,2700,5500 +"8691300900","20140821T000000",840000,4,2.5,3730,9847,"2",0,0,3,10,3730,0,1997,0,"98075",47.587,-121.976,3490,10219 +"3751606514","20140626T000000",270000,2,1,1780,81021,"1",0,3,4,9,1780,0,1954,0,"98001",47.2712,-122.265,1780,26723 +"5104510490","20140527T000000",312900,4,2.5,1630,4473,"2",0,0,3,7,1630,0,2003,0,"98038",47.3546,-122.015,1830,5082 +"3432500210","20150326T000000",325000,2,1,1130,6908,"1.5",0,0,3,6,1130,0,1945,0,"98155",47.745,-122.313,1150,6908 +"2771604791","20140719T000000",680000,3,1.75,2140,3584,"1",0,0,3,7,1070,1070,1952,0,"98199",47.636,-122.391,1620,4000 +"2537500040","20150304T000000",763000,4,2.5,3220,7873,"2",0,0,3,10,3220,0,1994,0,"98075",47.5849,-122.03,2610,8023 +"1222069089","20140904T000000",375000,1,1,800,533610,"1.5",0,0,5,5,800,0,1950,0,"98038",47.4134,-121.986,1790,216057 +"3332500100","20150408T000000",475000,3,2.5,1800,3300,"2",0,0,3,7,1690,110,2004,0,"98118",47.5491,-122.276,1570,4097 +"7625702616","20141121T000000",219000,2,2.5,809,940,"2",0,0,3,7,809,0,2003,0,"98136",47.5499,-122.384,1260,4240 +"2561330040","20150323T000000",415000,3,2.25,1820,9694,"1",0,0,3,7,1240,580,1977,0,"98074",47.6157,-122.05,1820,9694 +"1423049019","20140523T000000",90000,2,1,580,7500,"1",0,0,3,5,580,0,1943,0,"98178",47.4852,-122.251,1700,11250 +"1423049019","20150331T000000",220000,2,1,580,7500,"1",0,0,3,5,580,0,1943,0,"98178",47.4852,-122.251,1700,11250 +"9277200065","20150226T000000",616000,3,2,2900,5650,"1",0,2,3,8,1520,1380,1959,0,"98116",47.5789,-122.396,1810,6250 +"1920079039","20140815T000000",269500,2,1,1140,74052,"1",0,0,4,6,1140,0,1968,0,"98022",47.2093,-121.962,1730,43560 +"7515000035","20150424T000000",395350,2,1,1060,5754,"1",0,0,4,6,1060,0,1917,0,"98117",47.6931,-122.372,1460,7200 +"5315101728","20150319T000000",770000,4,3,2320,7200,"1",0,0,3,7,1260,1060,1943,2000,"98040",47.5893,-122.232,1760,7200 +"0326069164","20150429T000000",840000,4,2.5,3450,43216,"2",0,0,3,9,3450,0,2000,0,"98072",47.7625,-122.025,3030,50481 +"2695600410","20141106T000000",428950,2,1,1760,4441,"1",0,0,3,8,1310,450,1950,0,"98126",47.5311,-122.381,1350,5748 +"9348700610","20141217T000000",800000,4,3.75,3370,6766,"2",0,0,3,9,3370,0,2005,0,"98052",47.7063,-122.106,3530,6766 +"7308900100","20140619T000000",401000,4,1,1940,5753,"1.5",0,0,3,7,1940,0,1947,0,"98177",47.7188,-122.358,2170,6075 +"1453601502","20150226T000000",303697,4,2,2520,7334,"1",0,0,3,7,1600,920,1955,0,"98125",47.7263,-122.291,2040,7937 +"4077800593","20140915T000000",355000,3,1,1360,8968,"1",0,0,3,7,1360,0,1956,0,"98125",47.7105,-122.289,1490,7355 +"9268200641","20140820T000000",350000,2,1,800,5040,"1",0,0,3,6,800,0,1960,0,"98117",47.6953,-122.362,1020,5040 +"6705850300","20150414T000000",754999,4,2.5,3010,9323,"2",0,0,3,10,3010,0,1992,0,"98075",47.578,-122.053,2840,8413 +"3720800115","20150331T000000",982218,3,1.75,2340,5500,"2",0,2,3,9,2340,0,1988,0,"98102",47.6451,-122.319,2830,5500 +"8079040330","20140927T000000",406500,3,2,1780,8621,"1",0,0,3,8,1780,0,1992,0,"98059",47.5062,-122.149,2470,8542 +"1824079052","20150401T000000",1.65e+006,4,3.25,4200,210394,"2",0,0,4,10,4200,0,1993,0,"98024",47.5607,-121.961,2370,184694 +"1923300315","20150217T000000",565000,2,1.75,1720,3000,"1",0,0,5,7,860,860,1925,0,"98103",47.686,-122.351,1360,4500 +"3336001316","20141106T000000",160000,2,1,830,4500,"1",0,0,3,6,830,0,1920,0,"98118",47.5248,-122.265,1092,5350 +"9382200025","20150115T000000",220000,3,1,1090,6320,"1",0,0,3,6,890,200,1954,0,"98146",47.4976,-122.35,1460,7080 +"7237500650","20150213T000000",1.284e+006,5,4.25,5040,9466,"2",0,0,3,11,5040,0,2004,0,"98059",47.5282,-122.133,4300,9417 +"3100500065","20140708T000000",970000,5,2.75,3500,5040,"2",0,2,3,9,2950,550,1927,2007,"98126",47.5527,-122.379,1450,5040 +"0795000620","20140924T000000",115000,3,1,1080,6250,"1",0,0,2,5,1080,0,1950,0,"98168",47.5045,-122.33,1070,6250 +"0795000620","20141215T000000",124000,3,1,1080,6250,"1",0,0,2,5,1080,0,1950,0,"98168",47.5045,-122.33,1070,6250 +"0795000620","20150311T000000",157000,3,1,1080,6250,"1",0,0,2,5,1080,0,1950,0,"98168",47.5045,-122.33,1070,6250 +"8651430220","20140725T000000",183000,3,1,870,5200,"1",0,0,5,6,870,0,1969,0,"98042",47.3702,-122.078,870,5200 +"7954300740","20140909T000000",527000,4,2.5,2830,6163,"2",0,0,3,9,2830,0,2000,0,"98056",47.5227,-122.19,2730,6202 +"4046601460","20140606T000000",407193,4,2,1880,14653,"2",0,0,3,8,1880,0,1978,0,"98014",47.6959,-121.921,1750,14858 +"6933600456","20150313T000000",970000,4,2.75,3600,5040,"2",0,0,3,9,2610,990,2004,0,"98199",47.6487,-122.388,1590,5040 +"9357000650","20140527T000000",535000,4,2.5,2340,5600,"2",0,0,3,7,2340,0,1921,2013,"98146",47.5117,-122.379,1310,5600 +"7347600490","20140814T000000",245000,3,2,2040,13125,"1",0,0,3,6,810,1230,1910,0,"98168",47.478,-122.278,1460,10582 +"5095400760","20140623T000000",337000,3,1.75,1310,12750,"1",0,0,3,7,1310,0,1993,0,"98059",47.4695,-122.07,1790,13500 +"1245003660","20150321T000000",630000,3,2,1470,6000,"1",0,0,3,8,1090,380,1950,1996,"98033",47.6829,-122.202,1880,7799 +"3275300040","20140606T000000",320000,3,1.75,1370,9900,"1",0,0,4,7,1370,0,1983,0,"98003",47.2575,-122.312,1490,9600 +"2407000405","20150226T000000",228500,3,1,1080,7486,"1.5",0,0,3,6,990,90,1942,0,"98146",47.4838,-122.335,1170,7800 +"6664900330","20150223T000000",293000,3,2.5,1990,7577,"2",0,0,3,7,1990,0,1990,0,"98023",47.2908,-122.351,1900,7152 +"4036800900","20140924T000000",447000,3,1,1310,7000,"1",0,0,4,7,1310,0,1958,0,"98008",47.6019,-122.123,1280,7300 +"8648220150","20140507T000000",226500,3,1.75,1640,10762,"1",0,0,3,7,1130,510,1988,0,"98042",47.3586,-122.074,1680,10259 +"3876313170","20141209T000000",436000,3,2.25,1770,8000,"1",0,0,4,7,1350,420,1976,0,"98072",47.7358,-122.17,1850,7875 +"2738600220","20140804T000000",451000,3,2.5,2050,4876,"2",0,0,3,8,2050,0,2005,0,"98072",47.7746,-122.158,2320,4065 +"1593000690","20150408T000000",315000,3,1,1170,62290,"2",0,0,3,5,1170,0,1986,0,"98045",47.5104,-121.787,1810,42173 +"5101406536","20141028T000000",450000,2,1,1340,7250,"1",0,0,4,7,1340,0,1951,0,"98125",47.7015,-122.32,1450,7026 +"2267000485","20141201T000000",635000,3,1.5,2240,5300,"1",0,0,5,7,1120,1120,1955,0,"98117",47.6927,-122.395,1740,7110 +"0822059059","20150325T000000",292500,2,1,880,17743,"1",0,0,4,5,880,0,1951,0,"98031",47.4115,-122.197,1217,13000 +"2310110230","20140520T000000",329900,3,2.5,2170,4905,"2",0,0,3,8,2170,0,2004,0,"98038",47.3503,-122.039,2300,4935 +"7974200777","20141118T000000",531000,2,1.5,1260,6660,"1.5",0,0,4,7,1260,0,1926,0,"98115",47.6792,-122.287,2140,4770 +"2025059201","20140731T000000",725000,3,1.75,1880,13300,"1",0,0,3,7,1380,500,1967,0,"98004",47.634,-122.204,3550,10883 +"1074100110","20140525T000000",355300,3,2.5,1620,7410,"1",0,0,5,7,1620,0,1955,0,"98133",47.7708,-122.335,1450,8121 +"8000200090","20150427T000000",280000,3,2.5,1610,10022,"2",0,0,3,7,1610,0,1996,0,"98003",47.2583,-122.3,1820,10017 +"1247100035","20140630T000000",1.095e+006,4,2.75,3330,9143,"2",0,0,4,10,3330,0,1995,0,"98033",47.6821,-122.19,2390,9143 +"7010700210","20140605T000000",605004,4,2,1370,4000,"2",0,0,3,9,1370,0,1951,1994,"98199",47.6593,-122.394,2010,5720 +"7950304065","20150309T000000",260000,2,1,690,6000,"1",0,0,3,6,690,0,1949,0,"98118",47.5621,-122.283,840,3030 +"9523100026","20140723T000000",748000,4,2.5,3170,4979,"2",0,0,4,7,2570,600,1925,0,"98103",47.6655,-122.34,2060,5000 +"1093000090","20150416T000000",776000,2,2,1990,6180,"1",0,0,4,7,1010,980,1941,0,"98115",47.6792,-122.303,1470,5150 +"1532300155","20140916T000000",425000,4,1,1080,6095,"1.5",0,0,4,6,1080,0,1924,0,"98103",47.6962,-122.346,1200,5060 +"4006000423","20150108T000000",230000,4,1,1870,14703,"1.5",0,0,3,6,1090,780,1928,0,"98118",47.5274,-122.281,1650,6045 +"8665900331","20150130T000000",418000,3,1.75,1670,12075,"1",0,0,3,7,1370,300,1958,0,"98155",47.7681,-122.307,1800,12123 +"3370000150","20140804T000000",440000,4,2.5,2800,28254,"2",0,0,3,9,2800,0,2001,0,"98038",47.3552,-122.063,2530,4694 +"1853080540","20141124T000000",858450,5,2.75,3460,7977,"2",0,0,3,9,3460,0,2011,0,"98074",47.5908,-122.062,3390,6630 +"1023089197","20141007T000000",390000,3,2,1930,12443,"1",0,0,3,7,1930,0,1969,0,"98045",47.4906,-121.775,1400,12183 +"1175001075","20140916T000000",957000,4,3,2370,3836,"2",0,0,3,9,1750,620,1969,2008,"98107",47.6718,-122.394,1690,4698 +"6392001810","20140904T000000",507000,3,1,1180,6000,"1",0,0,3,7,1180,0,1950,0,"98115",47.6853,-122.286,1680,6000 +"2767603160","20150225T000000",575000,2,1,1320,4750,"1.5",0,0,4,7,1320,0,1928,0,"98107",47.6729,-122.38,1360,2873 +"8129700985","20150427T000000",700000,3,1.75,1350,4000,"1.5",0,0,4,7,1350,0,1925,0,"98103",47.6581,-122.354,1880,4000 +"9406500600","20150205T000000",239950,2,1.5,1068,1452,"2",0,0,3,7,1068,0,1990,0,"98028",47.753,-122.244,1078,1357 +"3830620300","20141103T000000",253000,3,1,1580,8240,"1",0,0,4,7,1040,540,1978,0,"98030",47.3542,-122.181,1480,9200 +"4237901250","20150327T000000",540000,4,1,1690,3417,"1.5",0,0,3,7,1690,0,1907,0,"98199",47.663,-122.402,1970,4800 +"3754501240","20150206T000000",1.55e+006,3,4,5120,4600,"3",0,2,3,11,4490,630,2008,0,"98034",47.7052,-122.223,2510,5918 +"2226069018","20141112T000000",805000,4,2.5,3960,38615,"2",0,0,3,10,3960,0,2000,0,"98077",47.7249,-122.024,3290,43560 +"4206901215","20140612T000000",920000,4,3.25,2420,4000,"1.5",0,0,5,9,1870,550,1911,0,"98105",47.6567,-122.325,1810,4000 +"3904930730","20141105T000000",496600,3,2.5,1910,5562,"2",0,0,3,8,1910,0,1988,0,"98029",47.5738,-122.017,1940,4647 +"2115510300","20141016T000000",246000,3,2.25,1440,10500,"1",0,0,3,8,1130,310,1983,0,"98023",47.318,-122.391,1510,8125 +"1773100620","20150505T000000",350000,5,3,2320,8400,"1",0,0,3,7,1510,810,1963,0,"98106",47.557,-122.365,1200,4800 +"5075400150","20140523T000000",585000,3,2,1670,4572,"1.5",0,0,3,8,1670,0,1931,0,"98117",47.6854,-122.373,1480,4890 +"3893100319","20150323T000000",450000,3,1.75,1390,11700,"1",0,0,4,7,1390,0,1966,0,"98033",47.7002,-122.192,1060,8686 +"4139440610","20140512T000000",746000,3,2.5,2620,8950,"2",0,0,3,9,2620,0,1992,0,"98006",47.5523,-122.119,2850,8809 +"2481590090","20141027T000000",598555,3,2.5,3040,7880,"2",0,0,3,9,3040,0,2004,0,"98056",47.5277,-122.184,3040,7880 +"3222049151","20141030T000000",820000,3,2.5,2990,10711,"1",1,4,3,9,1560,1430,1976,1991,"98198",47.3573,-122.324,2870,11476 +"1545805030","20141021T000000",266500,3,2.25,1740,5460,"1",0,0,3,7,1210,530,1998,0,"98038",47.3648,-122.046,1740,7500 +"0620079042","20150323T000000",370000,2,1,2360,105850,"1",0,2,2,6,1180,1180,1947,0,"98022",47.2495,-121.97,2640,386812 +"6848200325","20140904T000000",625000,3,2.75,2240,3600,"2.5",0,0,3,7,1650,590,1901,0,"98102",47.6244,-122.326,1716,3120 +"6929603207","20141210T000000",243500,4,2,1610,6200,"1",0,0,4,7,1610,0,1979,0,"98198",47.3833,-122.306,1610,7500 +"3626039229","20150317T000000",340000,2,1,700,5829,"1",0,0,3,6,700,0,1945,0,"98103",47.6958,-122.357,1160,6700 +"5589900610","20140918T000000",559950,5,3,2730,9519,"1",0,0,3,8,1670,1060,2014,0,"98155",47.7504,-122.307,1150,9519 +"7153400100","20150219T000000",315000,3,2.75,1780,15114,"1",0,0,3,7,1080,700,1980,0,"98003",47.258,-122.305,1792,10155 +"1125069086","20150428T000000",753000,3,2.5,3070,223463,"2",0,0,3,9,3070,0,2003,0,"98053",47.664,-121.993,3640,223463 +"2902200076","20150128T000000",800000,3,3,2060,3200,"2",0,0,3,8,2060,0,1907,1984,"98102",47.637,-122.324,1760,2669 +"8024201210","20140911T000000",550000,3,2.25,1360,5111,"1.5",0,0,5,7,1360,0,1934,0,"98115",47.6988,-122.313,1900,5111 +"3755500065","20141106T000000",465000,3,2,1430,14250,"1",0,0,3,7,1430,0,1953,0,"98033",47.701,-122.199,1530,11475 +"3890600150","20140528T000000",465000,3,2.25,1840,5752,"2",0,0,3,7,1840,0,2003,0,"98034",47.7042,-122.187,1670,2462 +"2141320230","20150410T000000",710000,4,2.25,2000,8068,"2",0,0,5,8,2000,0,1976,0,"98006",47.5584,-122.137,2080,7837 +"8078430360","20141216T000000",505000,3,2.5,1820,11012,"2",0,0,3,8,1820,0,1988,0,"98074",47.6358,-122.026,1860,7767 +"0333100209","20150318T000000",690000,3,1.75,2330,16300,"2",0,0,3,9,2330,0,1964,0,"98034",47.7037,-122.24,2330,16300 +"5419800090","20141121T000000",217500,2,2,1070,8400,"1",0,0,4,7,1070,0,1980,0,"98031",47.4014,-122.186,1430,8190 +"1868900395","20140902T000000",500000,2,1,930,3750,"1",0,0,4,7,930,0,1909,0,"98115",47.6733,-122.296,1740,4300 +"1568100730","20150218T000000",325000,2,2,1040,5796,"1",0,2,4,6,1040,0,1921,0,"98155",47.7362,-122.29,2300,5796 +"1785400770","20140825T000000",500000,4,2.25,1960,12436,"2",0,0,3,8,1960,0,1984,0,"98074",47.6276,-122.037,1960,12436 +"2724079014","20150331T000000",721500,3,3.25,2970,234788,"2",0,3,3,9,2040,930,1991,0,"98024",47.5353,-121.897,2970,220413 +"1370801800","20140519T000000",924000,3,1.5,2200,5000,"1.5",0,0,3,9,2200,0,1932,0,"98199",47.6404,-122.408,2860,5000 +"3585901085","20140604T000000",2.005e+006,6,4.5,3810,28176,"1",0,4,5,10,3810,0,1969,0,"98177",47.7612,-122.381,3810,26400 +"0424049283","20150415T000000",345000,2,1.5,830,1034,"2",0,0,3,8,830,0,2009,0,"98144",47.5926,-122.3,1130,2534 +"7851990230","20150316T000000",825000,4,3.5,3920,11086,"2",0,0,3,10,3920,0,1999,0,"98065",47.5416,-121.869,3740,10880 +"1423069076","20140926T000000",560000,3,2,2870,95396,"1",0,0,4,9,1350,1520,1980,0,"98027",47.4834,-122.001,2870,102366 +"1786830090","20140708T000000",599000,3,2,2560,14680,"1",0,0,3,8,1330,1230,1987,0,"98052",47.648,-122.118,2390,13848 +"2968801240","20140512T000000",211000,3,1.5,1350,7620,"1",0,0,5,6,1350,0,1941,0,"98166",47.4565,-122.35,1350,7620 +"3344500210","20150424T000000",425000,4,2.25,1240,21190,"1",0,0,3,8,910,330,1974,0,"98056",47.5123,-122.197,1760,8200 +"0226039317","20150107T000000",750000,4,2.75,3210,8520,"1",0,2,4,7,1810,1400,1976,0,"98177",47.7743,-122.388,2450,7360 +"7202330530","20150116T000000",479000,3,2.5,1690,3322,"2",0,0,3,7,1690,0,2003,0,"98053",47.6824,-122.036,1650,3446 +"3905090230","20150227T000000",612500,4,2.5,2550,10623,"2",0,0,3,9,2550,0,1992,0,"98029",47.5695,-121.992,2750,8100 +"6446200365","20150505T000000",605000,5,1.75,3240,34510,"2",0,0,4,7,2690,550,1963,0,"98029",47.5529,-122.027,2650,28250 +"0856001130","20150223T000000",1.364e+006,4,2.5,3560,8960,"2",0,0,3,10,3560,0,2001,0,"98033",47.6903,-122.213,1660,7680 +"7861500150","20141202T000000",389900,3,2.5,2160,59241,"1",0,0,3,7,2160,0,2007,0,"98042",47.3304,-122.13,2290,125017 +"5014600210","20141215T000000",710000,4,2.5,3060,5000,"2",0,0,3,9,3060,0,2006,0,"98059",47.5395,-122.188,2870,5548 +"2215900900","20150505T000000",295000,3,2.5,1690,8564,"2",0,0,4,7,1690,0,1992,0,"98038",47.3518,-122.057,1690,7532 +"2025700740","20140702T000000",275250,3,2.25,1520,7199,"2",0,0,4,7,1520,0,1992,0,"98038",47.3492,-122.034,1410,6751 +"2591730230","20140912T000000",250000,4,2.5,2040,5770,"2",0,0,3,7,2040,0,1994,0,"98038",47.3522,-122.059,1570,6753 +"7611200195","20150220T000000",709000,3,2,2360,18000,"1",0,0,4,8,2180,180,1951,0,"98177",47.7133,-122.367,2600,17300 +"9297800090","20140708T000000",399500,4,1.75,1360,4840,"1.5",0,0,4,7,1360,0,1928,0,"98126",47.556,-122.376,1320,4840 +"2215900930","20140509T000000",225000,3,2.5,2000,9202,"2",0,0,4,7,2000,0,1992,0,"98038",47.3516,-122.057,1750,7827 +"7215730930","20150112T000000",500000,3,2.5,1650,4648,"2",0,0,3,8,1650,0,2001,0,"98075",47.5968,-122.015,1800,5637 +"5201810110","20140609T000000",364900,3,3,2500,8304,"2",0,0,3,8,2500,0,1997,0,"98031",47.4022,-122.166,2290,7855 +"3575302562","20141113T000000",356000,3,1.5,1140,7500,"1",0,0,3,7,1140,0,1976,0,"98074",47.619,-122.064,1380,7500 +"3438502290","20150202T000000",616750,3,1.5,2140,47743,"1.5",0,0,3,9,2140,0,1978,0,"98106",47.5402,-122.365,1060,6016 +"8881900230","20141202T000000",755000,3,2.75,2870,6600,"2",0,2,3,8,2870,0,1984,0,"98008",47.5745,-122.113,2570,7925 +"3500100015","20140812T000000",327500,2,1,830,8183,"1",0,0,5,6,830,0,1950,0,"98155",47.7366,-122.302,1180,8184 +"8651511250","20150415T000000",605000,3,2.25,1960,10139,"2",0,0,3,8,1960,0,1984,0,"98074",47.6481,-122.061,2080,9753 +"8651401960","20150413T000000",179950,4,1.5,1130,5200,"1",0,0,3,6,1130,0,1968,0,"98042",47.3616,-122.089,1140,5200 +"7937900040","20141219T000000",633000,5,2.75,3630,30570,"2",0,0,3,11,3630,0,2000,0,"98058",47.4243,-122.097,3620,41965 +"6199000141","20150312T000000",349950,4,2,1764,15600,"1",0,0,5,7,1764,0,1942,0,"98058",47.4318,-122.181,1490,22387 +"3271300365","20150407T000000",1.08e+006,3,2.75,2770,5800,"1",0,0,4,8,1650,1120,1959,0,"98199",47.6496,-122.413,2340,5800 +"9264030040","20150430T000000",425000,3,2.5,2650,12247,"2",0,0,3,9,2650,0,2002,0,"98001",47.3185,-122.259,2920,8965 +"9829200580","20140917T000000",990000,3,2.75,2500,6350,"2",0,0,5,9,2370,130,1979,0,"98122",47.6035,-122.285,2090,5454 +"2929600035","20140627T000000",410000,3,1,2710,19000,"2",0,3,4,7,2710,0,1950,0,"98166",47.4462,-122.359,2150,19000 +"3459410230","20141111T000000",590000,3,2.25,2490,8800,"2",0,0,4,8,2490,0,1975,0,"98006",47.5666,-122.132,2690,10000 +"7303200450","20150408T000000",242000,3,1.75,1500,7560,"1",0,0,3,7,1500,0,1979,0,"98003",47.3467,-122.296,1500,7560 +"0924069042","20141125T000000",775000,3,2,1160,13747,"1",0,0,5,5,580,580,1931,0,"98075",47.585,-122.051,2961,16320 +"0287000110","20140625T000000",680000,4,1.5,1880,6200,"1",0,2,5,8,1440,440,1954,0,"98146",47.5035,-122.384,2070,6500 +"1018000276","20150327T000000",217000,3,2.5,1340,4200,"2",0,0,3,7,1340,0,2002,0,"98002",47.2942,-122.226,990,4520 +"1560870040","20150421T000000",395000,3,2.5,1960,3953,"2",0,0,3,8,1960,0,1999,0,"98059",47.4904,-122.158,1690,3593 +"7135500120","20140519T000000",572500,3,2.25,2030,9791,"1",0,0,4,8,1500,530,1984,0,"98059",47.534,-122.161,2030,11031 +"5101408835","20140909T000000",559900,5,3,2200,6380,"1",0,0,3,7,1440,760,1987,0,"98125",47.7033,-122.322,1960,5800 +"0472000590","20140624T000000",845000,3,2,2540,4750,"1.5",0,0,5,9,1840,700,1930,0,"98117",47.6838,-122.4,2190,4750 +"0104550750","20140728T000000",241000,3,2,1520,7131,"1",0,0,3,8,1520,0,1993,0,"98023",47.3061,-122.361,1890,7379 +"7576700150","20141001T000000",1.325e+006,3,2.25,2360,5504,"2",0,0,4,8,2080,280,1913,0,"98122",47.617,-122.288,2840,5470 +"7137300245","20150429T000000",475000,3,1.75,1340,2805,"1.5",0,0,3,7,1340,0,1919,0,"98144",47.5922,-122.297,1650,2805 +"5511600315","20150218T000000",575000,2,1.5,1400,5810,"2",0,0,3,7,1400,0,1940,0,"98103",47.6843,-122.341,1470,3920 +"1422059039","20140828T000000",455000,4,2.75,3030,117378,"1",0,0,4,8,1680,1350,1959,0,"98042",47.401,-122.135,2060,110957 +"1026069095","20140624T000000",839000,3,2.5,3200,203425,"1",0,0,3,10,3200,0,2000,0,"98077",47.7614,-122.015,3200,203425 +"2207100165","20150430T000000",475000,4,1.5,1580,10260,"1",0,0,4,7,1030,550,1955,0,"98007",47.5984,-122.147,1520,7000 +"1705400361","20141208T000000",600000,2,1,2120,6897,"1",0,0,4,7,1060,1060,1923,0,"98118",47.5566,-122.278,1900,4462 +"1370804115","20141106T000000",515000,2,1,1640,5200,"1",0,0,4,7,1040,600,1937,0,"98199",47.6426,-122.403,1780,5040 +"9527000090","20150318T000000",425000,3,2.25,1890,8400,"1",0,0,3,8,1520,370,1977,0,"98034",47.7103,-122.232,1830,7980 +"1556200145","20141007T000000",565000,4,2,1710,3875,"1.5",0,0,4,7,1710,0,1907,0,"98122",47.6086,-122.294,1710,3812 +"1245500286","20140523T000000",498000,2,2,1140,8282,"1",0,0,3,6,1140,0,1924,2009,"98033",47.6949,-122.21,1650,9000 +"8824900120","20140606T000000",739000,4,3,2720,3800,"2",0,0,5,8,1800,920,1919,0,"98115",47.6756,-122.306,1940,4001 +"3959401645","20140604T000000",355000,2,1.75,1650,4000,"1",0,0,4,7,950,700,1947,0,"98108",47.5622,-122.319,1060,4110 +"9264900880","20140715T000000",263000,3,1.75,1790,7485,"1",0,0,4,8,1330,460,1979,0,"98023",47.3118,-122.34,1970,8097 +"2826049160","20140905T000000",375000,4,1.75,1680,6834,"1.5",0,0,3,7,1680,0,1948,0,"98125",47.716,-122.307,950,7425 +"3449500035","20140930T000000",322000,3,1.75,2200,12231,"1",0,0,4,7,1250,950,1964,0,"98056",47.5076,-122.173,2200,9825 +"9266700845","20150429T000000",325000,2,1,830,5100,"1",0,0,3,6,830,0,1941,0,"98103",47.6932,-122.346,1050,5100 +"2493200455","20141021T000000",290000,2,1,770,4800,"1",0,0,3,7,770,0,1943,0,"98136",47.527,-122.383,1390,4800 +"6352600210","20140611T000000",809950,4,2.5,3280,6181,"2",0,0,3,10,3280,0,2001,0,"98074",47.6484,-122.081,3110,7570 +"4278900110","20141009T000000",969500,3,3.25,2080,3025,"2",0,2,4,8,1220,860,1984,0,"98122",47.6051,-122.289,2680,6518 +"7214790110","20140613T000000",665000,4,2.5,2790,43091,"2",0,0,4,9,2790,0,1989,0,"98077",47.7759,-122.08,2750,35290 +"9358400150","20150206T000000",635000,5,3.5,4150,13232,"2",0,0,3,11,4150,0,2006,0,"98003",47.3417,-122.182,3840,15121 +"1545802100","20141029T000000",272450,3,2.25,1780,7332,"2",0,0,3,7,1780,0,1987,0,"98038",47.3593,-122.051,1510,7625 +"8563000110","20150424T000000",427000,4,1.75,1460,9750,"1",0,0,4,7,1460,0,1967,0,"98008",47.6205,-122.102,1820,9840 +"8074400150","20150401T000000",261500,3,1,1410,8174,"1",0,0,3,8,1410,0,1958,0,"98056",47.4969,-122.178,1500,8058 +"1951800040","20140620T000000",488800,4,2.25,2170,9665,"1",0,0,4,8,1300,870,1976,0,"98006",47.5444,-122.165,2170,12054 +"7934000090","20150225T000000",340000,2,1,690,5200,"1",0,0,3,6,690,0,1918,0,"98136",47.556,-122.395,1380,5700 +"0050300090","20140811T000000",398950,4,3,3000,10297,"2",0,0,3,8,3000,0,2003,0,"98042",47.3684,-122.073,2520,8366 +"8651430210","20150321T000000",217000,3,1,870,5200,"1",0,0,5,6,870,0,1969,0,"98042",47.3701,-122.078,1020,5200 +"0126059019","20150316T000000",799000,4,2.5,3170,94855,"1",0,0,4,9,1910,1260,1978,0,"98072",47.7648,-122.112,2590,65340 +"2599700040","20141230T000000",160000,4,1,1540,7350,"1",0,0,4,6,770,770,1969,0,"98023",47.3318,-122.34,910,8000 +"9512501400","20140902T000000",447000,3,1,1270,8800,"1",0,0,3,7,1270,0,1968,0,"98052",47.6703,-122.15,1560,8250 +"9169600043","20150424T000000",765000,3,1.75,2190,6450,"1",0,0,3,8,1480,710,1957,0,"98136",47.5284,-122.391,2190,6450 +"4139900210","20140620T000000",1.32e+006,4,3.5,4410,36200,"2",0,0,3,11,4410,0,1989,0,"98006",47.5487,-122.126,4760,35860 +"9558010090","20140822T000000",445000,4,2.5,2790,8111,"2",0,0,3,9,2480,310,2004,0,"98058",47.4492,-122.116,2550,7634 +"8101900100","20150328T000000",310000,3,1,1510,6000,"1",0,0,3,8,1170,340,1953,0,"98118",47.5168,-122.285,1125,6000 +"5592900205","20150409T000000",380000,2,1.75,1800,7191,"1",0,3,4,7,990,810,1952,0,"98056",47.4828,-122.191,1940,7400 +"1624049228","20141124T000000",325000,4,1,2410,6975,"1",0,0,3,7,1510,900,1957,0,"98108",47.5692,-122.295,1880,6255 +"2473410360","20140617T000000",345000,4,2.75,2250,7412,"1",0,0,4,8,1480,770,1975,0,"98058",47.4449,-122.129,2070,7632 +"7750500120","20141118T000000",300000,3,1,950,4760,"1.5",0,0,3,6,950,0,1929,0,"98106",47.5236,-122.348,1080,4760 +"1630700361","20140627T000000",530000,4,1.75,2860,48351,"1",0,0,3,8,1710,1150,1978,0,"98077",47.7605,-122.085,2460,43560 +"1630700361","20150409T000000",583500,4,1.75,2860,48351,"1",0,0,3,8,1710,1150,1978,0,"98077",47.7605,-122.085,2460,43560 +"4025300210","20150217T000000",410000,2,1,1560,10125,"1",0,0,4,7,1130,430,1954,0,"98155",47.7488,-122.304,1680,10125 +"2922701175","20140919T000000",535000,2,1.5,1940,5700,"1",0,0,3,7,970,970,1937,0,"98117",47.6881,-122.367,1250,5700 +"7352200450","20150115T000000",2.05e+006,4,3.25,3580,19989,"1.5",1,4,4,7,3480,100,1915,1965,"98125",47.7087,-122.276,2410,6389 +"9320990120","20140703T000000",345000,4,2.5,2040,5523,"2",0,0,3,7,2040,0,1999,0,"98148",47.432,-122.328,1720,6646 +"1238500281","20150410T000000",539000,5,1,1700,11727,"1.5",0,0,4,7,1700,0,1954,0,"98033",47.686,-122.172,1740,8212 +"1951800580","20141024T000000",590000,4,2.5,3700,12500,"1",0,0,5,8,1920,1780,1973,0,"98006",47.5403,-122.168,2020,8350 +"3530430100","20140815T000000",187000,2,1.75,1050,2926,"1",0,0,4,8,1050,0,1974,0,"98198",47.3811,-122.317,1150,3802 +"1623059092","20140509T000000",270000,3,2,1690,9583,"1",0,0,4,7,1690,0,1969,0,"98059",47.4825,-122.164,1690,9583 +"7177300735","20150329T000000",546000,2,1,1120,6180,"1",0,0,4,7,1120,0,1939,0,"98115",47.6824,-122.301,1420,5356 +"1525039057","20140702T000000",520000,3,1.75,1490,1036,"2",0,0,3,10,1090,400,2008,0,"98199",47.6588,-122.403,1460,1206 +"5393601635","20141229T000000",515000,5,2,2220,6000,"1.5",0,0,4,7,1390,830,1925,0,"98144",47.5822,-122.295,1600,6000 +"4217401240","20140717T000000",990000,3,2.5,2160,6000,"1.5",0,0,4,8,1880,280,1939,0,"98105",47.6582,-122.28,2300,6000 +"3438501450","20150507T000000",382000,2,1,870,10492,"1",0,0,3,7,870,0,1937,0,"98106",47.5467,-122.365,1300,7987 +"1872900065","20150410T000000",1.21e+006,3,1.75,1900,13600,"1",0,0,4,8,1900,0,1956,0,"98004",47.6163,-122.219,2510,16600 +"9285800180","20140626T000000",900000,4,3.5,3370,5000,"2",0,2,3,8,2470,900,2008,0,"98126",47.5714,-122.38,1820,5000 +"4322200220","20150421T000000",675000,3,2.75,3370,5350,"1.5",0,1,4,7,2310,1060,1910,0,"98136",47.5373,-122.39,1720,5618 +"1819800042","20141114T000000",460000,2,1,880,3300,"1",0,0,4,7,880,0,1909,0,"98107",47.6566,-122.36,1960,5500 +"2946001675","20140603T000000",234000,2,1,940,5375,"1",0,0,4,5,940,0,1952,0,"98198",47.4206,-122.324,1200,7500 +"1138010530","20150429T000000",399000,3,1,1340,7191,"1",0,0,3,7,1340,0,1974,0,"98034",47.7148,-122.212,1340,7215 +"7763400035","20150402T000000",253500,3,1.5,1440,12040,"1",0,0,4,7,1440,0,1959,0,"98042",47.3715,-122.16,1720,12040 +"0925059107","20140820T000000",475000,3,1.5,1750,12632,"1",0,0,4,7,1750,0,1952,0,"98033",47.6736,-122.176,1740,12196 +"1112000100","20150330T000000",740000,5,3.5,3990,5000,"2",0,0,3,8,2910,1080,2004,0,"98118",47.54,-122.27,1310,5000 +"7010700936","20140613T000000",799000,3,2.5,2860,4442,"2",0,0,3,8,2860,0,2000,0,"98199",47.661,-122.396,1440,4400 +"9558010300","20150423T000000",390000,4,2.5,1940,3864,"2",0,0,3,8,1940,0,2003,0,"98058",47.4507,-122.12,1900,3864 +"7304301010","20140915T000000",421000,2,1.5,1400,11245,"1",0,0,5,7,1400,0,1947,0,"98155",47.7469,-122.321,1220,11241 +"2329800110","20150128T000000",296500,3,2.5,1770,6033,"2",0,0,4,7,1770,0,1987,0,"98042",47.3764,-122.119,1590,6510 +"8712100530","20140813T000000",895000,4,2,1710,4178,"1.5",0,0,4,8,1710,0,1926,0,"98112",47.6373,-122.3,1760,4178 +"3814800300","20140811T000000",386000,4,2.5,2810,11897,"2",0,0,3,8,2810,0,2003,0,"98092",47.3251,-122.186,1770,4240 +"4022300035","20141009T000000",424000,3,1,1580,13912,"1",0,0,4,8,1580,0,1955,0,"98155",47.7552,-122.276,2130,16420 +"6021503840","20140610T000000",749000,3,1,1580,5000,"1.5",0,0,3,7,1580,0,1926,0,"98117",47.684,-122.386,1280,4000 +"5210200081","20141110T000000",523000,3,1,1440,8681,"1.5",0,0,3,7,1440,0,1937,0,"98115",47.6976,-122.283,1700,7770 +"0821049123","20141028T000000",389000,4,2.5,2420,9147,"2",0,0,3,10,2420,0,1998,0,"98003",47.3221,-122.322,1400,7200 +"6929600945","20140825T000000",270000,4,1.5,1930,15000,"1",0,0,5,7,1930,0,1946,0,"98198",47.3864,-122.312,1620,7500 +"5229300027","20140910T000000",275000,3,1,1190,27215,"1",0,0,5,7,1190,0,1943,1989,"98059",47.4978,-122.115,1450,56628 +"2214800730","20140905T000000",287500,4,2.5,2240,6944,"1",0,2,3,7,1310,930,1979,0,"98001",47.338,-122.258,1780,7477 +"3521059124","20140924T000000",345000,2,2.5,2550,216344,"2.5",0,0,3,7,2550,0,1993,0,"98092",47.2584,-122.124,1750,289978 +"1931300850","20140527T000000",427000,2,1,920,3780,"1",0,0,3,6,920,0,1910,0,"98103",47.6576,-122.348,1570,2640 +"2206500110","20140905T000000",508450,4,1.75,1520,9600,"1",0,0,4,7,1000,520,1955,0,"98006",47.5763,-122.154,1510,9000 +"3856903515","20141222T000000",705000,3,2,1460,6250,"1.5",0,0,4,7,1460,0,1912,0,"98103",47.6693,-122.333,1690,4750 +"5561401530","20141029T000000",550000,1,1.5,1900,40600,"1.5",0,0,5,9,1450,450,1977,0,"98027",47.4718,-122.009,2920,40427 +"2206900065","20150501T000000",380000,3,1.5,1430,11173,"1",0,0,1,7,1430,0,1955,0,"98006",47.5734,-122.153,1520,11659 +"7852090820","20140729T000000",539900,3,2.5,2500,4203,"2",0,0,3,8,2500,0,2001,0,"98065",47.5346,-121.875,2460,4798 +"2354300915","20140903T000000",330000,2,1,720,7250,"1",0,0,3,5,720,0,1943,0,"98027",47.5267,-122.032,1760,7250 +"9214400120","20140602T000000",455000,2,1,1140,5720,"1",0,0,3,7,850,290,1947,0,"98115",47.6827,-122.298,1410,5832 +"7298050090","20141007T000000",510000,4,4,3530,10935,"2",0,0,3,10,3530,0,1992,0,"98023",47.3016,-122.342,3360,11250 +"1323059098","20150402T000000",315000,3,2,1220,14645,"1",0,0,3,6,1220,0,1970,0,"98059",47.4842,-122.117,1980,24960 +"7345000120","20140617T000000",206000,3,1,1320,7000,"1",0,0,4,7,1320,0,1967,0,"98002",47.2787,-122.205,1260,7455 +"8563050110","20140522T000000",592500,4,3,2170,8240,"1",0,0,4,8,1370,800,1968,0,"98052",47.6291,-122.093,2020,7944 +"3754010040","20141023T000000",744000,3,2.5,2020,7512,"2",0,0,4,8,2020,0,1981,0,"98033",47.6927,-122.206,2410,8500 +"8944320100","20141027T000000",334500,3,2.5,1990,3694,"2",0,0,3,8,1990,0,1989,0,"98042",47.3872,-122.154,2110,3842 +"6788201781","20140605T000000",886000,4,2,2660,3900,"1.5",0,0,4,7,1480,1180,1923,0,"98112",47.6398,-122.306,2350,3900 +"1036400100","20141021T000000",600000,4,2.5,2360,13500,"1",0,0,4,8,1780,580,1973,0,"98052",47.6315,-122.103,2780,12400 +"0323089085","20150422T000000",850000,3,2,2740,101930,"1",0,2,3,9,2740,0,1999,0,"98045",47.5056,-121.77,2140,83635 +"7905200365","20150408T000000",550000,3,1.75,1360,5850,"1",0,0,4,7,1000,360,1938,0,"98116",47.5711,-122.391,1540,5850 +"2420069268","20140821T000000",184900,2,1,1230,5000,"1",0,0,5,6,1230,0,1911,0,"98022",47.2064,-121.988,1230,5413 +"7957600025","20140508T000000",245000,3,1.5,1260,7964,"1",0,0,4,7,1260,0,1955,0,"98148",47.4307,-122.334,1510,8776 +"1338600090","20140923T000000",370000,2,1,1040,4172,"1",0,0,3,7,1040,0,1946,0,"98112",47.6308,-122.302,3120,4800 +"5255690100","20150421T000000",480000,4,2.5,2700,9700,"1",0,0,3,8,1670,1030,1978,0,"98011",47.7752,-122.198,2470,9228 +"1646500365","20141121T000000",579000,3,1.75,1800,4429,"2",0,0,4,7,1800,0,1906,0,"98103",47.6842,-122.357,1310,4429 +"2645500021","20141009T000000",339275,3,1.5,1590,7260,"1",0,0,3,7,1080,510,1964,0,"98133",47.7753,-122.353,1590,7594 +"2220069003","20150223T000000",425000,3,2.75,1360,542322,"1",0,2,4,7,1140,220,1955,0,"98022",47.2069,-122.024,1700,60548 +"2123049498","20150120T000000",170000,3,1.75,1370,10780,"1",0,0,3,7,1370,0,1959,0,"98168",47.4727,-122.298,1370,10317 +"4139450360","20140514T000000",950000,4,2.5,3320,7644,"2",0,0,3,10,3320,0,1995,0,"98006",47.5541,-122.106,3320,9472 +"2600100300","20140916T000000",623000,4,2.5,2980,9235,"1",0,0,4,8,1690,1290,1977,0,"98006",47.5513,-122.162,2690,10046 +"2767600150","20140519T000000",477000,3,2.5,1350,2053,"3",0,0,3,8,1350,0,2005,0,"98117",47.6758,-122.386,1350,4150 +"1771000970","20141010T000000",330000,3,1,1160,9600,"1",0,0,4,7,1160,0,1967,0,"98077",47.7419,-122.073,1160,9730 +"7960100120","20140612T000000",600000,3,2.25,1480,5400,"2",0,0,4,8,1480,0,1914,0,"98122",47.6095,-122.296,1280,3600 +"0424049039","20140707T000000",570000,3,2,1640,2808,"1",0,3,4,7,820,820,1924,0,"98144",47.5945,-122.291,2270,5328 +"7853220970","20140528T000000",515000,4,2.5,2680,7178,"2",0,0,3,8,2680,0,2004,0,"98065",47.5325,-121.856,2540,7133 +"0439000230","20150429T000000",805000,4,2.25,2440,9889,"1",0,0,3,7,1540,900,1952,0,"98115",47.6932,-122.3,1710,6284 +"9406510040","20150206T000000",555000,4,2.5,2920,24074,"2",0,0,3,9,2920,0,1997,0,"98038",47.381,-122.056,2760,26023 +"7697850360","20150204T000000",245000,3,2.25,1780,9598,"2",0,0,4,7,1780,0,1985,0,"98030",47.3718,-122.182,1820,7533 +"2923500750","20140718T000000",638150,4,2.5,2170,7275,"1",0,0,3,8,1820,350,1978,0,"98027",47.5672,-122.09,2390,7275 +"3024059057","20150501T000000",1.65e+006,4,4.5,5550,16065,"2",0,0,3,9,3880,1670,2003,0,"98040",47.5455,-122.214,3470,16488 +"0322059095","20140811T000000",269950,4,2.5,2060,13500,"1",0,0,3,7,1260,800,1968,0,"98042",47.4229,-122.153,1610,10714 +"8651400580","20140920T000000",195000,3,1.5,1050,5525,"1",0,0,5,6,1050,0,1969,0,"98042",47.3608,-122.083,1100,5200 +"7812800855","20150311T000000",159100,2,1,790,7095,"1",0,0,3,6,790,0,1944,0,"98178",47.4928,-122.239,1150,7200 +"4151800265","20150306T000000",550000,3,1,1010,6120,"1",0,0,3,6,1010,0,1942,0,"98033",47.6648,-122.204,1260,5977 +"1005000062","20140801T000000",299000,2,1,1040,4600,"1",0,0,4,6,1040,0,1950,0,"98118",47.5387,-122.277,1390,5897 +"9528105305","20150121T000000",1.375e+006,4,3.5,3130,4500,"2",0,0,3,9,2060,1070,2014,0,"98103",47.677,-122.33,1500,4500 +"7225000215","20150407T000000",249500,2,1,900,4500,"1",0,0,3,6,900,0,1951,0,"98055",47.4881,-122.204,860,4500 +"5605000215","20150225T000000",700000,4,1,1470,5450,"1.5",0,0,3,7,1470,0,1918,0,"98112",47.6458,-122.306,2160,5450 +"1922059401","20140725T000000",275000,4,1,1080,26114,"1.5",0,0,5,5,1080,0,1900,0,"98030",47.3834,-122.215,1720,20360 +"3824100286","20150319T000000",565000,3,2.25,2440,8378,"1",0,0,3,7,1480,960,1962,0,"98028",47.7705,-122.26,2510,9602 +"1226039058","20150503T000000",425000,4,1.75,2520,11017,"1",0,0,4,7,1320,1200,1956,0,"98133",47.7604,-122.356,1660,8775 +"2770605175","20150227T000000",620047,4,1.75,1760,6000,"1",0,0,3,7,880,880,1946,0,"98119",47.6508,-122.373,2040,6000 +"6791200120","20140923T000000",480000,3,2.25,1820,13362,"1",0,0,3,8,1220,600,1977,0,"98075",47.5898,-122.052,2050,15000 +"6791200120","20150407T000000",515000,3,2.25,1820,13362,"1",0,0,3,8,1220,600,1977,0,"98075",47.5898,-122.052,2050,15000 +"4137010590","20140514T000000",420000,4,2.5,3040,24123,"2",0,0,3,8,3040,0,1999,0,"98092",47.2667,-122.216,2420,10026 +"5495200040","20150126T000000",610000,5,3.25,3490,23400,"1",0,0,4,8,1890,1600,1957,0,"98006",47.5701,-122.124,2660,12400 +"0868000175","20141001T000000",849000,4,1.5,2440,8040,"1",0,0,4,8,1440,1000,1950,0,"98177",47.7081,-122.374,2140,7920 +"8820902549","20141119T000000",718000,3,1.75,2280,3446,"2",0,0,3,8,2280,0,1949,1991,"98125",47.715,-122.282,1610,6670 +"8731980040","20140506T000000",295000,3,2.25,1980,8000,"1",0,0,4,9,1560,420,1974,0,"98023",47.3149,-122.378,2360,8000 +"3096000040","20150430T000000",871000,5,1.75,2360,6150,"1",0,0,5,7,1180,1180,1940,0,"98107",47.6732,-122.4,2100,5500 +"4058800215","20140528T000000",430000,3,3.75,3890,7140,"1",0,2,3,8,2390,1500,1943,2007,"98178",47.5073,-122.239,1820,7320 +"3579800405","20140825T000000",440000,4,2.5,2300,10880,"1",0,0,4,7,1190,1110,1961,0,"98028",47.7341,-122.242,1960,10400 +"3188100065","20140527T000000",405000,2,1,910,6490,"1",0,0,3,7,910,0,1942,0,"98115",47.6892,-122.306,1040,6490 +"8570900038","20140811T000000",340000,3,2,1140,11620,"1",0,0,3,7,1140,0,1994,0,"98045",47.4991,-121.783,1140,8400 +"4379400490","20140710T000000",675000,4,2.5,2390,5249,"2",0,0,3,9,2390,0,2006,0,"98074",47.6194,-122.026,2600,5342 +"0952003575","20140527T000000",480000,3,1,1150,4945,"1",0,2,3,7,1150,0,1943,0,"98126",47.5663,-122.379,1390,4945 +"0162500015","20141020T000000",362500,5,2,2330,8586,"1",0,0,4,7,1270,1060,1961,0,"98133",47.7671,-122.334,1550,8287 +"7732410360","20140822T000000",752888,3,2.5,2420,9000,"2",0,0,4,9,2420,0,1987,0,"98007",47.6599,-122.146,2630,9000 +"3031200120","20141118T000000",255000,4,1.75,960,8863,"1",0,0,5,6,580,380,1949,0,"98118",47.5372,-122.289,1720,8249 +"2131700900","20140813T000000",283700,1,1.75,1010,10900,"1",0,0,4,6,1010,0,1968,0,"98019",47.7391,-121.982,1410,8359 +"2122059198","20140825T000000",335000,4,2.5,2370,6000,"2",0,0,3,8,2370,0,2001,0,"98030",47.3732,-122.179,2190,6070 +"7340600735","20140603T000000",285000,3,1.75,2880,18296,"1",0,0,3,8,1580,1300,1958,0,"98168",47.4881,-122.281,1380,9592 +"2923049393","20140813T000000",278000,4,2.25,2400,7738,"1.5",0,0,3,8,2400,0,1964,0,"98148",47.4562,-122.33,2170,8452 +"7922710450","20150327T000000",731000,5,2.5,3670,8960,"1.5",0,0,3,8,3670,0,1973,0,"98052",47.6654,-122.142,2340,9425 +"0192450180","20150310T000000",335000,3,1.5,1140,15890,"1",0,0,3,7,840,300,1985,0,"98045",47.4752,-121.757,1200,15247 +"0782700120","20150323T000000",334200,3,1.75,1410,45302,"1",0,0,3,7,1410,0,1980,0,"98019",47.7077,-121.914,2240,49222 +"2887703155","20150225T000000",642000,6,1,1530,4305,"1.5",0,0,4,7,1530,0,1921,0,"98115",47.6862,-122.31,1530,3800 +"5700000245","20140602T000000",540000,4,1.75,1720,4240,"1.5",0,0,4,7,1460,260,1925,0,"98144",47.579,-122.294,1930,4280 +"2420069003","20150331T000000",299000,3,2.5,1620,79993,"1",0,2,4,6,1620,0,1960,0,"98022",47.2138,-121.982,1620,15680 +"9274202165","20150120T000000",560000,3,1.75,1570,4375,"1",0,0,3,7,970,600,1940,0,"98116",47.5889,-122.389,1790,5750 +"9287802410","20140822T000000",852000,5,2.75,1990,3750,"1.5",0,0,4,7,1990,0,1913,0,"98107",47.6733,-122.358,1820,5000 +"2324039077","20150427T000000",306000,2,1,930,5650,"1",0,2,3,7,930,0,1941,0,"98126",47.5478,-122.377,1340,6400 +"9329300040","20140910T000000",440000,3,1.75,1550,7820,"1",0,0,4,7,1210,340,1981,0,"98034",47.717,-122.163,1550,6900 +"0259700180","20150428T000000",517000,4,1,1650,8250,"1",0,0,3,7,1650,0,1966,0,"98008",47.6366,-122.118,2240,9776 +"5100400315","20140523T000000",379000,2,1,800,6380,"1",0,2,3,7,800,0,1940,0,"98115",47.691,-122.309,920,5940 +"3424069076","20141013T000000",360000,2,1,930,6098,"1",0,0,4,6,930,0,1919,0,"98027",47.5289,-122.03,1730,9000 +"9138100261","20141029T000000",645000,4,1.5,2550,4000,"1.5",0,0,4,7,1760,790,1926,0,"98115",47.6811,-122.318,1840,4000 +"7227500740","20141107T000000",217000,2,1,720,4760,"1",0,0,5,5,720,0,1942,0,"98056",47.496,-122.186,840,4760 +"8150100265","20141118T000000",255000,2,1,620,4760,"1",0,0,3,6,620,0,1941,0,"98126",47.5292,-122.376,620,4760 +"1150000040","20140721T000000",625000,3,2.5,2360,12164,"2",0,0,3,10,2360,0,1987,0,"98029",47.5596,-122.022,2400,11260 +"9238900616","20140610T000000",680000,3,1.75,1760,8400,"1",0,0,4,8,1460,300,1960,0,"98136",47.5355,-122.39,1980,8400 +"9289900065","20140911T000000",440000,3,1.75,2100,29735,"1",0,0,4,7,1080,1020,1957,0,"98155",47.7622,-122.302,2100,11250 +"7504020610","20140618T000000",615000,5,2.25,2480,12070,"2",0,0,3,9,2480,0,1978,0,"98074",47.631,-122.052,2570,12000 +"7454001210","20140603T000000",239000,3,1,1040,6860,"2",0,0,3,6,1040,0,1942,0,"98146",47.5121,-122.375,1030,6512 +"2122039137","20150413T000000",462500,3,2.5,1656,108900,"1",0,0,4,7,1656,0,1985,0,"98070",47.3758,-122.425,2030,29859 +"6884800180","20140611T000000",619400,4,2,2090,3610,"1.5",0,0,5,7,1790,300,1927,0,"98115",47.6881,-122.313,1660,3767 +"7110000068","20140703T000000",975000,6,2.75,2520,54160,"2",1,4,3,7,2520,0,1954,0,"98146",47.4969,-122.376,2790,26809 +"7625701935","20141013T000000",330000,2,1,700,4000,"1",0,0,3,6,700,0,1943,0,"98136",47.5487,-122.391,1060,6000 +"4054500180","20140724T000000",985000,4,3.25,4030,36762,"2",0,0,3,11,4030,0,1988,0,"98077",47.7235,-122.039,4090,40371 +"2917200475","20150323T000000",430000,2,1,760,7114,"1",0,0,3,6,760,0,1946,0,"98103",47.7005,-122.352,780,7102 +"3262300555","20140708T000000",2.458e+006,4,5.25,6500,14986,"2",0,0,3,11,5180,1320,2001,0,"98039",47.6304,-122.236,2270,8119 +"1245003740","20140723T000000",778000,3,2,1840,6000,"2",0,0,5,7,1720,120,1946,0,"98033",47.6828,-122.207,1390,6000 +"1796381120","20140728T000000",219000,3,2,1090,7350,"1",0,0,4,7,1090,0,1990,0,"98042",47.3687,-122.085,1490,7741 +"3761100180","20140917T000000",1.595e+006,4,2.5,2980,13341,"1.5",1,4,5,8,1800,1180,1928,0,"98034",47.704,-122.245,2340,19810 +"6666800180","20150130T000000",715000,4,2.25,1900,8272,"1",0,0,4,9,1460,440,1966,0,"98040",47.5803,-122.227,2040,8479 +"8651200040","20140814T000000",950000,4,2.5,2790,15653,"2",0,0,4,10,2790,0,1964,0,"98040",47.5477,-122.215,3520,15653 +"5100402310","20141212T000000",425000,2,1,1280,5026,"1",0,2,4,8,1020,260,1951,0,"98115",47.6938,-122.312,1540,6380 +"0421049170","20140717T000000",239000,3,1,1510,15022,"1",0,0,3,7,1510,0,1962,0,"98003",47.3304,-122.304,1510,12970 +"0726059047","20141216T000000",310000,1,1,920,8282,"1.5",0,0,3,6,920,0,1944,1980,"98011",47.761,-122.214,2260,14025 +"5100403636","20150223T000000",400000,2,1,700,8120,"1",0,0,3,7,700,0,1927,0,"98115",47.6962,-122.321,1130,5599 +"1535204365","20141124T000000",428000,2,1.75,1980,44550,"2",0,1,5,7,1280,700,1977,0,"98070",47.4193,-122.444,1680,25343 +"4240400155","20140812T000000",600000,3,1,1440,4300,"1.5",0,0,3,8,1440,0,1929,0,"98117",47.6847,-122.372,1640,4500 +"5468750040","20150126T000000",415000,4,4,2740,8250,"2",0,0,4,9,2740,0,1990,0,"98042",47.3735,-122.156,2290,8250 +"9158100040","20140808T000000",401000,2,1,1400,8220,"1",0,0,3,7,1400,0,1949,0,"98133",47.7228,-122.357,1760,8220 +"7460000040","20141215T000000",292000,3,1.75,2270,7156,"1",0,0,3,7,1370,900,1948,0,"98168",47.4864,-122.316,1210,7156 +"2927600155","20140722T000000",291750,3,2.25,1310,12825,"1",0,0,3,7,1310,0,1950,2013,"98166",47.4515,-122.368,1600,11250 +"8731950910","20150218T000000",227000,3,1.75,1680,7455,"1",0,0,4,8,1680,0,1968,0,"98023",47.3112,-122.378,2040,8214 +"1726600110","20140717T000000",675000,3,2.25,2260,13209,"1",0,0,3,9,2260,0,1977,0,"98005",47.6385,-122.167,2820,12534 +"3320000212","20141006T000000",397500,3,2.25,1350,980,"2",0,0,3,8,1050,300,2007,0,"98144",47.5998,-122.312,1350,1245 +"1670400068","20140618T000000",206000,2,1.5,1820,8867,"2",0,0,3,7,1820,0,1921,0,"98168",47.4764,-122.269,1430,9288 +"7424700145","20140730T000000",1.19e+006,3,3.5,3380,3333,"3",0,0,3,10,2800,580,2008,0,"98122",47.6162,-122.288,2790,5000 +"2408800120","20140716T000000",360000,4,1.75,2140,49658,"1",0,0,5,7,2140,0,1959,0,"98010",47.3583,-121.922,1720,99316 +"1776230180","20141008T000000",427500,4,2.5,2430,3249,"2",0,0,3,8,2430,0,2010,0,"98059",47.5048,-122.155,2650,3844 +"7889601320","20140725T000000",115000,2,1,940,6000,"1",0,0,3,6,940,0,1943,0,"98146",47.4907,-122.336,1310,6000 +"7589200153","20140609T000000",559000,3,1.5,2070,5386,"1",0,0,4,7,1140,930,1948,0,"98117",47.6896,-122.374,1770,5386 +"8032700175","20141027T000000",420000,4,1,1510,1501,"1.5",0,0,3,7,1510,0,1906,0,"98103",47.6526,-122.342,1560,1602 +"9238430300","20141106T000000",550000,4,1.75,2550,39460,"1",0,0,3,8,1890,660,1982,0,"98072",47.7707,-122.123,2560,38638 +"6150700180","20140922T000000",282150,2,1,700,5940,"1",0,0,3,7,700,0,1948,0,"98133",47.7289,-122.337,1070,5995 +"3330501645","20150223T000000",260000,3,1,1150,3090,"1",0,0,3,6,1150,0,1910,0,"98118",47.5506,-122.276,1150,5664 +"7853210180","20141002T000000",428000,3,2.5,2340,3466,"2",0,0,3,7,2340,0,2004,0,"98065",47.5322,-121.851,1970,3739 +"6149700194","20141015T000000",319950,3,3.25,1510,1245,"3",0,0,3,7,1510,0,2007,0,"98133",47.7293,-122.343,1510,1245 +"3625049079","20140801T000000",1.35e+006,3,2,2070,9600,"1",0,1,3,7,1590,480,1946,0,"98039",47.616,-122.239,3000,16215 +"2979800750","20140911T000000",552000,2,1,1150,5000,"1",0,0,4,7,1050,100,1924,0,"98115",47.6846,-122.317,1463,4320 +"2887700970","20150209T000000",637000,4,2.75,2190,2867,"1.5",0,0,5,7,1470,720,1929,0,"98115",47.6868,-122.308,1600,3800 +"8732130940","20140609T000000",213000,4,1.75,1980,9000,"1",0,0,2,7,1480,500,1978,0,"98023",47.3071,-122.381,1980,9360 +"2968800645","20150428T000000",215000,3,1,960,7200,"1",0,0,4,6,960,0,1958,0,"98166",47.4583,-122.353,1060,7620 +"2351800065","20150217T000000",590000,3,1.75,2180,6120,"1",0,2,3,8,1380,800,1949,0,"98199",47.6501,-122.405,2020,6122 +"2822069080","20141121T000000",390000,4,2.5,2560,43560,"2",0,0,3,8,2560,0,1989,0,"98038",47.3692,-122.047,2130,10150 +"5018200110","20140922T000000",287000,4,2.25,2270,11997,"1",0,2,4,7,1540,730,1959,0,"98198",47.4095,-122.296,1920,9634 +"1235100371","20140717T000000",580000,5,2.75,3550,9600,"2",0,0,3,7,3550,0,1960,0,"98033",47.6766,-122.186,3370,9600 +"3904930410","20141028T000000",424000,3,2,1330,5632,"1",0,0,3,8,1330,0,1988,0,"98029",47.5745,-122.017,1900,4842 +"3529000880","20150309T000000",610000,4,2.5,2110,6360,"2",0,0,3,8,2110,0,1988,0,"98029",47.5641,-122.012,2050,7000 +"8081020330","20140729T000000",1.32e+006,4,3.25,3470,11843,"1",0,3,3,11,2270,1200,1989,0,"98006",47.5513,-122.135,3910,13247 +"2516000515","20141218T000000",623500,4,3,1550,3350,"1",0,0,3,7,860,690,1918,2014,"98107",47.6583,-122.362,1310,5000 +"3223039010","20140804T000000",260000,2,1,570,81893,"1",0,1,3,6,570,0,1936,0,"98070",47.4433,-122.444,2040,115434 +"9828702588","20150311T000000",906000,3,2.5,2030,1800,"3",0,0,3,9,2030,0,2013,0,"98112",47.6199,-122.3,1450,1441 +"6672920150","20150406T000000",330000,3,2,1500,11233,"1",0,0,3,7,1500,0,1987,0,"98019",47.7279,-121.967,1580,14013 +"9485700150","20150304T000000",275000,2,1,920,7688,"1",0,0,3,6,920,0,1955,0,"98106",47.5281,-122.362,1040,7440 +"3500100208","20141119T000000",290000,3,1,1470,8200,"1",0,0,3,7,1040,430,1953,0,"98155",47.7347,-122.302,1420,8200 +"4083302915","20140917T000000",599950,2,1,1150,3775,"1",0,0,3,7,1150,0,1917,0,"98103",47.6539,-122.329,2240,3753 +"1560920450","20140924T000000",550000,4,3,4180,35169,"2",0,0,3,11,4180,0,1986,1998,"98038",47.4,-122.027,3010,35190 +"2475200930","20140722T000000",289000,3,1.75,1690,3449,"1",0,0,3,7,1690,0,1987,0,"98055",47.4719,-122.191,1530,4093 +"2064800120","20140602T000000",411000,4,2.75,2150,9915,"1",0,0,5,8,1240,910,1976,0,"98056",47.5378,-122.17,1980,9325 +"0272000945","20150325T000000",826000,3,3.25,2330,4000,"1",0,2,3,10,1730,600,1964,2000,"98144",47.5882,-122.295,2080,4000 +"9476700035","20140710T000000",400000,4,2,2680,13680,"2",0,2,4,7,2350,330,1943,1965,"98056",47.4887,-122.192,1430,11000 +"0859000018","20140814T000000",342000,3,2.5,1740,2226,"2",0,0,3,8,1320,420,2008,0,"98106",47.525,-122.366,1740,1789 +"4237900645","20141010T000000",475000,2,1.75,1320,3420,"1",0,1,3,7,1080,240,1955,0,"98199",47.6639,-122.399,2070,6000 +"2436200436","20140708T000000",1.205e+006,4,3.5,3150,5500,"2",0,0,3,9,3150,0,2014,0,"98105",47.6644,-122.293,1550,4200 +"7635801321","20140723T000000",455000,4,3,2480,9238,"1",0,0,5,7,2050,430,1913,0,"98166",47.4701,-122.364,1820,12214 +"3975400085","20140624T000000",850000,4,3,3330,4000,"1",0,0,3,8,1790,1540,1958,0,"98103",47.6559,-122.344,1610,4000 +"1099600220","20150108T000000",185000,3,1,1010,6400,"1",0,0,3,7,1010,0,1971,0,"98023",47.3027,-122.376,1820,6500 +"8952900245","20140715T000000",850000,6,3.25,4920,20590,"1",0,3,4,9,2730,2190,1960,0,"98118",47.5468,-122.267,3700,14994 +"1622049140","20140805T000000",239900,4,1.75,1570,18730,"1",0,0,3,7,1200,370,1960,0,"98198",47.3999,-122.301,1920,18295 +"2824069373","20140515T000000",765000,5,3.75,3580,14275,"2",0,0,3,10,3190,390,1999,0,"98027",47.5322,-122.056,2740,14300 +"1774000330","20140707T000000",437000,3,1.75,2220,17568,"1",0,0,4,8,2220,0,1967,0,"98072",47.749,-122.083,2070,11745 +"1555300530","20140714T000000",240000,3,1.5,1010,10350,"1",0,0,3,7,1010,0,1969,0,"98032",47.379,-122.29,1640,7700 +"4402700593","20150428T000000",395000,2,1,1440,7808,"1",0,0,4,7,860,580,1949,0,"98133",47.7431,-122.336,1550,7682 +"2556500040","20150106T000000",320000,3,1,1230,7492,"1",0,0,3,7,1230,0,1955,0,"98155",47.7633,-122.315,1710,7238 +"1737100040","20141022T000000",525000,3,1.75,1710,7350,"1",0,0,3,8,1280,430,1981,0,"98033",47.699,-122.167,2100,7560 +"7575620120","20150422T000000",260000,3,3,2390,8993,"2",0,0,3,8,1680,710,1988,0,"98003",47.3532,-122.306,1820,10362 +"2817900100","20150330T000000",450000,3,2.75,2840,39324,"1",0,0,3,9,2200,640,1988,0,"98092",47.3076,-122.101,2840,39413 +"1939100610","20140623T000000",560000,4,2.5,2300,7989,"2",0,0,3,9,2300,0,1990,0,"98074",47.6273,-122.034,2280,8835 +"4174600386","20150414T000000",310000,5,3,2270,5001,"1",0,0,3,7,1360,910,1989,0,"98108",47.5539,-122.3,1950,5500 +"1310440590","20150413T000000",440000,3,2.5,2290,6302,"2",0,0,3,9,2290,0,1997,0,"98058",47.435,-122.107,2700,7500 +"4037200690","20141208T000000",458450,4,1,1330,9715,"1",0,0,4,7,970,360,1957,0,"98008",47.6038,-122.122,1590,8400 +"8072000035","20150326T000000",200000,3,1,1200,10703,"1.5",0,0,2,7,1200,0,1918,0,"98118",47.5209,-122.28,1380,8068 +"2125410210","20141206T000000",430000,3,2.25,2160,6527,"2",0,0,4,7,1580,580,1987,0,"98034",47.7292,-122.212,1950,9675 +"3755000120","20150226T000000",360000,3,1,1120,10500,"1",0,0,4,7,1120,0,1966,0,"98034",47.7267,-122.226,1320,10500 +"3598600088","20150109T000000",311000,4,2.5,2090,11645,"1",0,0,3,7,1200,890,1962,0,"98168",47.4759,-122.299,1450,9481 +"4083305633","20140722T000000",615000,3,3.25,1470,1152,"3",0,0,3,8,1470,0,2003,0,"98103",47.6516,-122.337,1470,1506 +"9545200180","20141126T000000",575000,3,1.75,2270,10136,"2",0,0,3,8,2270,0,1979,0,"98027",47.535,-122.056,2260,9600 +"0046100504","20140617T000000",2.027e+006,4,3.75,4100,22798,"1.5",0,3,5,11,2540,1560,1934,1979,"98040",47.5648,-122.21,3880,18730 +"0952000925","20140922T000000",430000,3,1.75,1440,4025,"1",0,0,4,6,720,720,1917,0,"98126",47.567,-122.38,1500,5750 +"4039300490","20140603T000000",400000,3,1.5,1200,4800,"1",0,0,4,7,1200,0,1962,0,"98007",47.6084,-122.136,1510,7668 +"8151600941","20140828T000000",340000,3,1.75,1720,10710,"1",0,0,3,7,860,860,1957,0,"98146",47.5092,-122.362,1480,10359 +"3448001975","20150504T000000",351000,1,0.75,930,6600,"1",0,0,3,6,930,0,1924,0,"98125",47.7127,-122.296,1590,6600 +"2141500040","20140912T000000",440000,4,2.5,2400,8038,"2",0,0,3,8,2400,0,2002,0,"98059",47.4881,-122.143,2040,7756 +"2798600120","20150422T000000",298000,4,2.5,1960,11798,"2",0,0,3,8,1960,0,1999,0,"98092",47.3293,-122.205,2360,11785 +"2227900040","20150114T000000",300000,4,1.75,1890,9205,"1",0,0,3,8,1260,630,1964,0,"98133",47.774,-122.348,1430,6775 +"3395040580","20141023T000000",310000,3,2.25,1590,3056,"2",0,0,3,7,1590,0,2001,0,"98108",47.5432,-122.293,1540,2890 +"6137610620","20140808T000000",500000,4,2.5,2590,9354,"2",0,0,4,9,2590,0,1993,0,"98011",47.7703,-122.193,2730,9264 +"7518505375","20150505T000000",399900,3,1,860,1664,"1.5",0,0,3,7,860,0,1927,0,"98117",47.6761,-122.384,1540,4080 +"9206950100","20140617T000000",343000,3,2.5,1270,2509,"2",0,0,3,8,1270,0,2004,0,"98106",47.5357,-122.365,1420,2206 +"9542890100","20141229T000000",415000,2,2.25,1130,2191,"2",0,0,3,8,1130,0,2010,0,"98052",47.6861,-122.103,1140,1710 +"4254000620","20141007T000000",410000,3,2.5,1860,15457,"2",0,0,3,8,1860,0,1997,0,"98019",47.7383,-121.955,2040,14055 +"6414100026","20150108T000000",320000,2,1,1802,11225,"1",0,0,3,7,1802,0,1961,0,"98125",47.7205,-122.323,1810,7332 +"1346300035","20140626T000000",1.99e+006,5,3,4480,5000,"2.5",0,0,5,12,3420,1060,1902,0,"98112",47.6275,-122.315,3220,5600 +"2212210360","20140702T000000",253000,2,1,1310,7128,"1",0,0,4,7,940,370,1980,0,"98031",47.3958,-122.189,1400,7161 +"0205000410","20140915T000000",630000,3,2.5,2320,32772,"2",0,0,3,9,2320,0,1992,0,"98053",47.6304,-121.988,2610,33305 +"2892600056","20150106T000000",216000,2,1,1130,12500,"1",0,0,4,7,1130,0,1953,0,"98055",47.4514,-122.187,1270,10798 +"3396800120","20150427T000000",540000,3,2.5,2180,11100,"1",0,0,3,8,1230,950,1983,0,"98052",47.717,-122.101,1930,12000 +"2320069089","20140930T000000",212000,3,1.5,1830,12233,"1.5",0,0,4,5,1830,0,1930,0,"98022",47.2057,-122.003,1520,12233 +"4036400110","20150129T000000",300000,3,2.75,2340,12282,"1",0,2,3,8,1470,870,1978,0,"98155",47.7379,-122.289,2640,8887 +"7518506716","20140827T000000",969950,3,2.5,2830,3750,"3",0,0,3,10,2830,0,2014,0,"98117",47.6798,-122.385,1780,5100 +"9826701765","20140808T000000",715000,3,1,1610,7680,"1",0,0,3,6,900,710,1956,0,"98122",47.6038,-122.303,1940,2880 +"1438700040","20140825T000000",1.32162e+006,5,2.75,2410,19447,"2",0,2,3,10,2290,120,1968,0,"98040",47.5549,-122.211,2980,19447 +"5494000040","20141201T000000",1.444e+006,4,2.75,2660,9547,"1",0,1,3,8,1930,730,1968,2006,"98004",47.616,-122.218,2410,10001 +"7224500375","20140715T000000",305000,3,1,1030,5350,"1",0,0,3,7,1030,0,1924,2009,"98055",47.4905,-122.206,1030,5250 +"1025049254","20141204T000000",458000,3,4,1390,1569,"2",0,0,3,9,1150,240,2006,0,"98105",47.671,-122.269,1620,1855 +"2407000110","20150414T000000",275000,3,1.75,1580,8775,"1",0,0,3,6,1220,360,1942,0,"98146",47.4845,-122.335,1180,8775 +"7203600745","20141014T000000",550000,3,2.75,2330,4780,"2",0,3,3,8,1730,600,1930,1988,"98198",47.3459,-122.326,1100,5336 +"7234601198","20140604T000000",742000,3,3.25,1540,704,"3",0,0,3,9,1540,0,2011,0,"98122",47.6177,-122.308,1540,1456 +"1931300110","20140725T000000",700000,3,1,1570,4000,"2",0,0,5,8,1570,0,1908,0,"98103",47.6575,-122.346,1640,4000 +"8624700015","20141112T000000",640000,4,3,2940,5763,"1",0,0,5,8,1640,1300,1955,0,"98108",47.5589,-122.295,2020,7320 +"6149700315","20150410T000000",352000,3,0.75,1240,7200,"1",0,0,3,7,1240,0,1947,0,"98133",47.7298,-122.342,1210,7200 +"2064800880","20150201T000000",301500,3,1,1410,7419,"1",0,0,3,7,1050,360,1969,0,"98056",47.534,-122.173,1800,8000 +"3902300450","20140702T000000",630000,4,2.5,2190,9880,"1",0,0,4,8,1410,780,1979,0,"98033",47.6926,-122.186,2190,9198 +"1332300110","20150223T000000",340000,3,2.5,3040,6255,"2",0,0,3,7,3040,0,1999,0,"98030",47.3817,-122.206,2670,6259 +"7663700610","20150310T000000",477500,4,1.75,1860,9364,"1",0,0,3,7,1080,780,1953,0,"98125",47.731,-122.301,1800,9364 +"7520000330","20140813T000000",285000,3,2.5,1690,7460,"1",0,0,3,7,870,820,1997,0,"98146",47.4964,-122.353,1900,7302 +"1521049156","20141010T000000",255000,3,2.75,1900,16117,"1",0,0,4,7,1900,0,1958,0,"98001",47.3144,-122.278,1640,19166 +"6648760150","20140728T000000",315000,3,2.5,1600,7982,"2",0,0,3,8,1600,0,1993,0,"98001",47.3397,-122.266,1890,9830 +"1807900300","20141217T000000",830000,6,3,2530,9000,"1",0,0,3,6,2530,0,1978,0,"98033",47.6716,-122.199,1886,6000 +"4310700778","20150210T000000",539950,3,2.25,1860,1558,"3",0,0,3,8,1860,0,2014,0,"98103",47.7006,-122.339,1760,2456 +"5364200620","20140814T000000",980000,3,2.25,2390,4590,"2",0,0,3,8,2090,300,1941,1998,"98105",47.6615,-122.276,2280,5179 +"1939130120","20140718T000000",735000,4,2.5,3100,8529,"2",0,0,3,9,3100,0,1990,0,"98074",47.6252,-122.029,2710,8344 +"7280300375","20150122T000000",536000,5,2.25,2650,9140,"1",0,1,3,8,1350,1300,1965,0,"98177",47.7772,-122.387,2700,7800 +"2767602720","20150223T000000",575000,3,2,1520,5000,"1.5",0,0,3,7,1140,380,1945,0,"98107",47.6733,-122.389,1530,4650 +"3300701185","20140925T000000",500000,2,1,1510,4000,"1",0,0,3,6,930,580,1924,0,"98117",47.6917,-122.38,1300,4000 +"8731901910","20140616T000000",285500,4,1.75,1960,7950,"1",0,0,4,8,1960,0,1967,0,"98023",47.3109,-122.377,1960,8400 +"2558640110","20140514T000000",498000,4,2.75,2270,7375,"1",0,0,4,7,1290,980,1973,0,"98034",47.7222,-122.168,1750,7760 +"9465200405","20140821T000000",412000,2,1,910,6282,"1",0,0,4,7,910,0,1939,0,"98103",47.6967,-122.354,970,6281 +"2896000450","20150323T000000",607000,4,2.5,2100,8220,"1",0,0,4,8,1300,800,1975,0,"98052",47.6733,-122.145,2160,8348 +"1320069255","20140624T000000",199000,3,1,1000,8512,"1",0,0,3,6,1000,0,1991,0,"98022",47.2151,-121.993,1490,10395 +"8651720150","20140721T000000",492500,4,2.75,2760,18306,"1",0,0,3,7,1630,1130,1978,0,"98034",47.7302,-122.215,2470,9856 +"3840700757","20140619T000000",585000,4,2.5,2840,11044,"2",0,0,3,8,2840,0,2001,0,"98034",47.7134,-122.237,1934,9605 +"8856970530","20141208T000000",326995,3,2.5,1860,5321,"2",0,0,3,7,1860,0,2000,0,"98038",47.3848,-122.033,1940,5205 +"2473351050","20140813T000000",372500,4,2.25,1920,9660,"1",0,0,4,8,1920,0,1968,0,"98058",47.4544,-122.143,1890,7800 +"7003200120","20140627T000000",528000,2,0.75,840,40642,"1",1,4,4,6,840,0,1937,0,"98070",47.404,-122.447,1850,64069 +"1321059097","20140924T000000",400000,3,1.5,2390,32109,"1",0,0,3,7,2390,0,1975,2007,"98092",47.3028,-122.102,1370,32109 +"2571910100","20141029T000000",344000,4,2.5,2100,8501,"2",0,0,5,7,2100,0,1993,0,"98022",47.1951,-122.01,2130,8560 +"5104511050","20140902T000000",409950,4,3,2430,7163,"2",0,0,3,8,2430,0,2003,0,"98038",47.3558,-122.013,2430,6028 +"2771603990","20140715T000000",625000,3,2,1880,4000,"1",0,2,3,8,1280,600,1950,0,"98199",47.6375,-122.391,1920,4000 +"9407001770","20150512T000000",304950,3,1.75,1350,9000,"1",0,0,3,7,1350,0,1987,0,"98045",47.4487,-121.773,1370,9500 +"3211230300","20140929T000000",381500,2,2,2160,35183,"1",0,0,3,9,2160,0,1985,0,"98092",47.312,-122.115,2450,34992 +"3229200040","20140723T000000",215000,3,1.75,1430,13399,"1",0,0,4,7,900,530,1946,0,"98168",47.4787,-122.275,1720,6415 +"3810000843","20150427T000000",345000,5,1.75,2840,12870,"2",0,2,4,7,2840,0,1925,0,"98178",47.4961,-122.235,2170,9612 +"4045700455","20150316T000000",363000,3,0.75,2510,20000,"2",0,0,4,7,2510,0,1961,0,"98001",47.2871,-122.287,2130,20000 +"3322049095","20150205T000000",240000,3,1,1690,20063,"1.5",0,0,4,7,1690,0,1913,0,"98001",47.3556,-122.294,1700,15899 +"8682280970","20150204T000000",548050,2,2,1930,5479,"1",0,0,3,8,1930,0,2005,0,"98053",47.7054,-122.011,1900,5479 +"9269200650","20141027T000000",314000,2,1,720,4920,"1",0,0,3,6,720,0,1941,0,"98126",47.5352,-122.371,670,4920 +"7701961220","20140626T000000",800000,4,2.5,2990,16809,"2",0,0,3,11,2990,0,1990,0,"98077",47.7123,-122.073,3340,18752 +"7883603945","20140715T000000",400000,5,1.75,2300,6720,"2",0,0,3,7,2300,0,1905,0,"98108",47.528,-122.32,1200,6000 +"1352300580","20141114T000000",247000,1,1,460,4120,"1",0,0,3,4,460,0,1937,0,"98055",47.4868,-122.199,990,4120 +"8714600145","20150401T000000",540000,2,1.75,1240,4120,"1",0,0,4,7,890,350,1906,0,"98105",47.6689,-122.314,1640,3740 +"0323089172","20140718T000000",410000,4,2.5,1900,15123,"2",0,0,3,8,1900,0,1995,0,"98045",47.5015,-121.772,1900,16477 +"8651511030","20141002T000000",525000,3,1.75,2120,9146,"1",0,0,3,8,1260,860,1981,0,"98074",47.6475,-122.064,2040,10485 +"7015200900","20150410T000000",820000,4,2.5,2440,5737,"2",0,0,4,8,1700,740,1929,0,"98119",47.6472,-122.367,2020,5543 +"0736100065","20150310T000000",1.25e+006,4,2.25,3300,15375,"1.5",0,3,3,8,2820,480,1933,1984,"98040",47.526,-122.225,3250,15375 +"3123049131","20141218T000000",244000,2,1,1180,10200,"1",0,0,4,7,1180,0,1955,0,"98148",47.4358,-122.336,1330,10200 +"1773101530","20141218T000000",275000,1,1,520,4800,"1",0,0,3,5,520,0,1930,0,"98106",47.5533,-122.363,800,4960 +"6917700650","20141008T000000",577000,2,1.75,2070,23160,"1",0,0,3,7,1260,810,1946,0,"98199",47.6551,-122.394,1690,5458 +"3574800090","20141202T000000",446950,5,2.5,2250,7945,"1",0,0,4,7,1360,890,1977,0,"98034",47.7316,-122.221,1820,7866 +"7853220610","20140729T000000",457000,3,2.5,2050,5694,"2",0,2,3,8,2050,0,2004,0,"98065",47.5331,-121.855,2680,7187 +"9537200037","20150428T000000",320000,4,1.5,1310,137214,"1.5",0,0,4,7,1310,0,1926,0,"98198",47.362,-122.316,1310,9450 +"5470100090","20140905T000000",210000,3,1.5,1250,9484,"1",0,0,4,7,1250,0,1969,0,"98042",47.3675,-122.147,1320,9600 +"3826500730","20140922T000000",220000,4,2.5,2130,9100,"1",0,0,3,8,1290,840,1978,0,"98030",47.3815,-122.169,1770,7700 +"2998800040","20140613T000000",589000,3,2,2250,8800,"1",0,0,4,7,1250,1000,1925,0,"98116",47.5737,-122.409,2250,4800 +"7658600150","20140630T000000",435000,4,2,1880,3840,"1",0,0,3,7,970,910,1904,0,"98144",47.5929,-122.303,1670,1820 +"3816300065","20140716T000000",375000,3,1,1520,10798,"1",0,0,3,7,1520,0,1953,0,"98028",47.7635,-122.262,1670,9876 +"1561600056","20141017T000000",1.735e+006,4,3.5,4010,9654,"2",0,0,3,10,4010,0,2007,0,"98004",47.5891,-122.2,1870,9873 +"8682261250","20141211T000000",545000,2,1.75,1660,5581,"1",0,0,3,8,1660,0,2005,0,"98053",47.713,-122.033,1670,4871 +"6392002550","20141022T000000",970000,3,2.25,3400,10000,"2",0,0,3,10,3400,0,1983,0,"98115",47.6846,-122.284,1860,5100 +"1370803835","20140718T000000",705000,2,1.75,2320,6755,"1",0,0,5,8,1380,940,1946,0,"98199",47.6398,-122.403,1990,5000 +"7805450040","20150316T000000",915557,5,3.25,3740,11536,"2",0,0,4,9,2540,1200,1984,0,"98006",47.5599,-122.108,2920,11258 +"8019200823","20150209T000000",259000,4,1.5,1810,9000,"1.5",0,0,3,7,1810,0,1960,0,"98168",47.4911,-122.322,1520,9780 +"5457800930","20140613T000000",1.695e+006,2,2.25,3170,3000,"2",0,2,5,10,1990,1180,1900,0,"98109",47.6291,-122.351,2980,5061 +"3715500110","20141201T000000",427000,3,1.75,1680,8610,"1",0,0,4,7,1290,390,1969,0,"98034",47.7246,-122.173,1640,8809 +"6058600385","20140811T000000",390000,2,1,930,3100,"1",0,0,3,6,930,0,1911,0,"98144",47.5943,-122.302,1670,3800 +"7708250040","20150212T000000",363000,3,2.5,2390,8000,"2",0,0,3,8,2390,0,1995,0,"98042",47.3895,-122.154,2070,7585 +"2769600035","20140807T000000",612000,4,2.5,2680,3626,"1.5",0,3,4,7,1680,1000,1928,0,"98107",47.6727,-122.361,1950,4500 +"5500100120","20140916T000000",380000,4,1.75,1790,10186,"1",0,0,4,8,1790,0,1965,0,"98177",47.7769,-122.376,1790,9142 +"4472000040","20140818T000000",230000,4,3,1680,6003,"1",0,0,3,7,1150,530,1997,0,"98002",47.2885,-122.218,1820,6207 +"9376301591","20150414T000000",580000,3,1.75,1570,2600,"1.5",0,0,4,8,1570,0,1931,0,"98117",47.6867,-122.37,1490,4000 +"4232903990","20141119T000000",770000,3,1,2230,3200,"2",0,2,3,8,1630,600,1918,0,"98109",47.6334,-122.356,2280,5400 +"7575500150","20140924T000000",207200,4,2,1260,8400,"1",0,0,3,6,1260,0,1991,0,"98022",47.1946,-122,1120,8400 +"6817801430","20150305T000000",525000,3,2,1790,11430,"1",0,0,3,7,1190,600,1985,0,"98074",47.6319,-122.035,1700,12114 +"2883200760","20150209T000000",925000,3,2.5,2440,7419,"1",0,0,3,7,1520,920,1961,0,"98103",47.6857,-122.334,2440,4880 +"1797500985","20140902T000000",883000,4,2.25,2410,4000,"2",0,0,5,8,1650,760,1910,0,"98115",47.6727,-122.316,1820,4000 +"2896400210","20150508T000000",455000,4,2.5,1780,2992,"2",0,0,3,7,1780,0,2003,0,"98072",47.7633,-122.149,1610,2961 +"8691510150","20140922T000000",343500,3,2.5,1900,5194,"2",0,0,3,7,1900,0,2004,0,"98058",47.4391,-122.117,2230,5194 +"6163901380","20141114T000000",244000,2,1,960,8450,"1",0,0,5,6,960,0,1950,0,"98155",47.755,-122.316,1090,8450 +"9477000650","20141119T000000",397000,3,1.75,1640,11730,"1",0,0,5,7,1640,0,1967,0,"98034",47.7351,-122.189,1640,7770 +"2560800165","20150316T000000",180500,2,1,850,5000,"1",0,0,3,6,850,0,1976,0,"98198",47.3817,-122.314,1160,5000 +"5589300495","20150304T000000",310000,3,2.75,2150,6576,"1",0,0,4,7,1900,250,1926,0,"98155",47.7539,-122.308,2150,9071 +"2517000600","20150128T000000",315000,4,2.5,2780,3969,"2",0,0,3,7,2780,0,2005,0,"98042",47.3992,-122.164,2260,4160 +"5364200477","20140603T000000",718000,3,1,1030,4958,"1",0,0,5,7,1030,0,1952,0,"98105",47.6647,-122.277,2230,6987 +"7349400100","20141009T000000",279950,3,1.75,1930,7267,"1",0,0,4,7,1330,600,1977,0,"98002",47.3217,-122.205,1600,7698 +"1455600062","20141021T000000",689000,3,2.5,2080,9612,"1",0,3,4,8,1700,380,1940,0,"98125",47.7293,-122.283,2560,10202 +"0629810720","20140818T000000",828000,4,2.5,3520,9901,"2",0,0,3,10,3520,0,1998,0,"98074",47.6084,-122.011,3490,9667 +"3395800455","20140625T000000",150000,2,1,890,8100,"1",0,0,3,6,890,0,1942,0,"98146",47.4839,-122.34,1260,8100 +"9191201385","20150301T000000",505400,3,1.75,1640,3400,"1",0,0,4,7,930,710,1926,0,"98105",47.6694,-122.3,1380,3750 +"6648150040","20140513T000000",1.68e+006,5,3.25,4860,23723,"2",0,2,4,11,3820,1040,1989,0,"98040",47.5767,-122.215,4040,13860 +"7211400615","20140515T000000",217450,3,1,1040,5000,"1",0,0,3,7,1040,0,1959,0,"98146",47.5122,-122.358,1440,5000 +"6870000150","20141218T000000",677000,4,2.5,2820,4174,"2",0,0,3,9,2820,0,2004,0,"98034",47.7112,-122.226,2560,4853 +"3324079092","20150427T000000",361000,2,2.5,1320,48787,"1",0,0,3,8,1320,0,2004,0,"98027",47.5157,-121.924,1830,155073 +"8901000543","20140609T000000",620000,3,2.5,2590,7237,"2",0,0,3,8,2590,0,2004,0,"98125",47.7113,-122.309,1670,7648 +"7428000120","20141210T000000",176000,3,2.25,1540,5449,"1",0,0,2,7,1180,360,1989,0,"98023",47.29,-122.358,1460,6740 +"6675500112","20150414T000000",330000,3,1,960,7218,"1",0,0,4,7,960,0,1969,0,"98034",47.7278,-122.226,1580,9104 +"8898701340","20141029T000000",290000,3,2.5,1190,8175,"1",0,0,3,7,1190,0,1986,0,"98055",47.4556,-122.203,2230,9520 +"3904921120","20140715T000000",711000,4,2.5,2770,9532,"2",0,0,4,9,2770,0,1988,0,"98029",47.5688,-122.012,2770,9219 +"1545806960","20150422T000000",295000,3,1.75,1060,8100,"2",0,0,4,7,1060,0,1983,0,"98038",47.3617,-122.047,1410,8100 +"3303990410","20141111T000000",1.0965e+006,5,3.25,4010,12110,"2",0,0,3,11,4010,0,2003,0,"98059",47.5228,-122.151,4010,12334 +"1862900690","20140925T000000",257500,3,2,1140,7078,"1",0,0,4,7,1140,0,1991,0,"98031",47.4057,-122.185,1460,7078 +"0123039333","20140609T000000",240000,4,1,1910,16320,"1.5",0,0,3,6,1910,0,1934,0,"98106",47.5151,-122.366,1380,9000 +"8077210230","20141212T000000",645000,4,2.5,2340,8955,"2",0,0,3,9,2340,0,1990,0,"98074",47.6283,-122.026,2340,8955 +"9550200650","20140506T000000",499000,2,1.75,1170,2400,"1",0,0,4,7,740,430,1903,0,"98103",47.6653,-122.333,1570,3919 +"4326000220","20141020T000000",321000,3,1,1290,9526,"1.5",0,0,3,7,1290,0,1961,0,"98034",47.7111,-122.213,1290,9508 +"1862400522","20140822T000000",449000,3,2.5,1810,1658,"3",0,0,3,8,1810,0,1998,0,"98117",47.6955,-122.376,1470,1585 +"7589200165","20150107T000000",515000,3,2.5,1820,5280,"1",0,0,4,7,910,910,1949,0,"98117",47.6892,-122.375,1600,4820 +"0925059042","20141002T000000",456000,4,1.5,2220,12385,"1",0,0,3,8,1270,950,1978,0,"98033",47.6734,-122.185,2030,8831 +"2924079044","20140723T000000",865000,3,3.75,3830,219106,"2",0,0,3,9,3830,0,1977,1999,"98027",47.5432,-121.952,2440,219106 +"5535600110","20140618T000000",515500,4,2.5,2920,7700,"2",0,0,3,9,2920,0,2003,0,"98019",47.7351,-121.975,2920,8943 +"1428900033","20141119T000000",576925,4,2.5,2630,6100,"2",0,0,3,8,2630,0,2004,0,"98072",47.7735,-122.167,2360,5765 +"1822059382","20150102T000000",243000,3,1.75,1320,10416,"1",0,0,3,7,1320,0,1996,0,"98031",47.3902,-122.208,1670,7991 +"3584000180","20140528T000000",253400,3,2,1400,8640,"1",0,0,5,7,1400,0,1968,0,"98003",47.3182,-122.319,1270,9375 +"7812500180","20150413T000000",292000,3,2.5,1600,3580,"2",0,0,3,7,1600,0,2000,0,"98178",47.4939,-122.261,2020,4327 +"0984210220","20141203T000000",271500,3,2.5,1490,8005,"1",0,0,3,7,1090,400,1976,0,"98058",47.4359,-122.165,1880,7905 +"8682310220","20140827T000000",765000,2,2.5,2170,6750,"1",0,0,3,8,2170,0,2012,0,"98053",47.7115,-122.014,2150,6074 +"7586200061","20150312T000000",375000,3,3.25,1280,1730,"2",0,0,3,8,1090,190,2005,0,"98177",47.7032,-122.36,1280,2121 +"5127100100","20150511T000000",382880,3,2,1620,9566,"1",0,0,4,7,1620,0,1968,0,"98059",47.474,-122.146,1660,10011 +"7856000150","20140609T000000",852500,3,2.5,2630,10100,"1",0,0,4,9,1580,1050,1967,0,"98006",47.5638,-122.153,2400,9700 +"5076700025","20141124T000000",475000,3,1.5,1240,8738,"1",0,0,3,7,1240,0,1959,0,"98005",47.5849,-122.17,1440,9344 +"9221400600","20140523T000000",462000,3,1.75,1300,2580,"1",0,0,5,7,820,480,1919,0,"98115",47.674,-122.319,1180,2820 +"1924059278","20140611T000000",762400,3,1.75,2430,14607,"1",0,1,3,8,1230,1200,1949,1970,"98040",47.5588,-122.211,2750,17425 +"6163901283","20150130T000000",330000,4,1.5,1890,7540,"1",0,0,4,7,1890,0,1967,0,"98155",47.7534,-122.318,1890,8515 +"7504460090","20140725T000000",473000,3,2.25,1890,12236,"1",0,0,3,8,1890,0,1978,0,"98074",47.6232,-122.047,2390,12323 +"4154302560","20141121T000000",550000,3,1.5,2440,7200,"1",0,0,3,7,2440,0,1949,0,"98118",47.5604,-122.274,1920,6900 +"7905390220","20140623T000000",449500,3,2.25,1780,7280,"1",0,2,3,7,1340,440,1972,0,"98034",47.723,-122.215,2060,7280 +"8691330910","20140521T000000",744000,4,2.75,2830,13059,"2",0,0,3,10,2830,0,1998,0,"98075",47.595,-121.986,3840,11596 +"9169100175","20150507T000000",700000,4,2,2490,4700,"1",0,0,4,7,1690,800,1952,0,"98136",47.5254,-122.392,2240,5000 +"5706202070","20140930T000000",511100,4,2.5,1560,12220,"1.5",0,0,4,7,1560,0,1965,0,"98027",47.5287,-122.053,1920,12220 +"9478501020","20140916T000000",317950,3,2.5,1980,4500,"2",0,0,3,7,1980,0,2012,0,"98042",47.3671,-122.113,2200,4500 +"0426069095","20141014T000000",542950,3,2.5,2070,39768,"2",0,0,3,8,2070,0,1988,0,"98077",47.7696,-122.036,2740,44866 +"6752000330","20140815T000000",490000,3,1.75,1490,11360,"1",0,0,3,8,1490,0,1975,0,"98008",47.5896,-122.12,2350,10320 +"9834200555","20150219T000000",760000,4,3.5,3090,4060,"2",0,0,3,8,2420,670,1992,0,"98144",47.5733,-122.287,1720,4080 +"0726059344","20150421T000000",475000,3,2.25,1580,8659,"1",0,0,4,7,1220,360,1961,0,"98011",47.7599,-122.215,1970,9650 +"8106100085","20140509T000000",1.7025e+006,5,4.5,5190,23716,"2",0,2,3,11,3390,1800,1987,2000,"98040",47.5846,-122.223,4460,22748 +"3831250150","20150326T000000",435000,3,2.75,2692,6197,"2",0,0,3,9,2692,0,2007,0,"98030",47.3569,-122.202,2336,5700 +"7852020760","20141101T000000",399000,3,2.5,1740,3690,"2",0,0,3,8,1740,0,2000,0,"98065",47.5345,-121.867,2100,4944 +"3142600120","20140826T000000",627000,3,2,1940,3800,"1",0,0,4,7,1050,890,1927,0,"98115",47.6842,-122.309,1700,3800 +"7831800495","20141002T000000",346500,4,2.5,2150,5100,"1.5",0,0,3,7,1290,860,1991,0,"98106",47.5338,-122.36,1920,5100 +"4037000065","20150414T000000",412000,3,1.5,1320,8000,"1",0,0,3,7,1320,0,1957,0,"98008",47.6027,-122.122,1720,8100 +"7574910450","20150203T000000",845000,4,2.5,3360,40471,"2",0,0,4,10,3360,0,1994,0,"98077",47.742,-122.035,3150,36823 +"6703700025","20141105T000000",373000,3,1.75,1850,9655,"1",0,0,3,7,1100,750,1959,0,"98155",47.7358,-122.319,1480,8683 +"5418500970","20140808T000000",725000,4,2.25,2880,8882,"2",0,0,4,8,2480,400,1965,0,"98115",47.6999,-122.284,2460,9610 +"5379806180","20140813T000000",376000,6,2.5,2420,11662,"1",0,2,4,7,1420,1000,1965,0,"98188",47.4459,-122.278,1630,11662 +"3332000061","20140805T000000",552500,3,1,2020,4120,"1.5",0,0,4,7,1520,500,1929,0,"98118",47.5514,-122.271,1200,4635 +"7635800600","20140626T000000",365000,5,2,2280,19000,"1.5",0,0,3,6,2280,0,1924,0,"98166",47.4683,-122.359,1790,11800 +"1825079086","20140521T000000",700000,4,2.5,3010,46173,"2",0,0,3,9,3010,0,1996,0,"98053",47.6471,-121.964,2590,49222 +"4399200085","20150305T000000",315000,4,2.25,2550,9736,"1",0,0,4,8,2550,0,1967,0,"98002",47.3193,-122.212,1770,9686 +"7131300031","20150331T000000",262500,4,2,1540,5110,"1",0,0,3,7,1540,0,1957,0,"98118",47.5164,-122.268,1540,5110 +"2719100355","20141104T000000",660000,3,2.25,2280,6150,"2",0,2,3,8,2280,0,1984,0,"98136",47.5423,-122.385,1920,6150 +"2517010120","20150413T000000",340000,4,2.5,2450,6941,"2",0,0,3,7,2450,0,2006,0,"98042",47.4006,-122.162,3300,6941 +"5700000600","20140702T000000",660500,5,2.5,2950,5500,"1.5",0,0,5,7,1720,1230,1918,0,"98144",47.5785,-122.293,2200,5000 +"5075400035","20140627T000000",280000,1,1,690,1950,"1",0,0,3,6,690,0,1928,0,"98117",47.6849,-122.374,1650,4864 +"5141000571","20140825T000000",267000,1,1,800,2480,"1",0,0,4,6,800,0,1919,0,"98108",47.5581,-122.316,1490,4650 +"3664500300","20141106T000000",230000,2,1,1470,25661,"1.5",0,0,3,4,1470,0,1932,0,"98059",47.4878,-122.13,1670,43301 +"2607730490","20140922T000000",417000,3,2.25,1840,11403,"2",0,0,3,8,1840,0,1993,0,"98045",47.4862,-121.797,2150,11403 +"0088000790","20140714T000000",252000,3,1,1170,9730,"1",0,0,3,7,1170,0,1968,1986,"98055",47.4562,-122.196,1680,10125 +"4083303540","20150320T000000",791000,5,1.75,2344,4800,"1.5",0,0,4,7,1544,800,1921,0,"98103",47.6537,-122.335,1770,4200 +"6430500219","20140910T000000",415000,1,1,1230,3774,"1",0,0,4,6,830,400,1924,0,"98103",47.6886,-122.354,1300,3774 +"0203900610","20140724T000000",339000,3,1.75,1150,13278,"1",0,0,5,7,1150,0,1966,0,"98053",47.6384,-121.969,1560,12400 +"6083000123","20150504T000000",158000,3,1,1140,10477,"1",0,0,3,6,1140,0,1942,0,"98168",47.4874,-122.306,1190,9750 +"2490200620","20140811T000000",535000,3,1,1660,5100,"1",0,0,3,7,1260,400,1957,0,"98136",47.5323,-122.383,1230,5100 +"9528102870","20150304T000000",818900,3,1,1080,4120,"1",0,0,3,7,980,100,1919,0,"98115",47.6771,-122.319,1280,3090 +"2436700610","20150422T000000",550000,4,2,1720,4000,"1",0,0,3,7,1420,300,1950,0,"98105",47.6651,-122.285,1350,1281 +"7655900031","20150306T000000",240000,2,1,590,8717,"1",0,0,3,6,590,0,1953,0,"98133",47.7343,-122.335,1370,6760 +"7011201333","20140917T000000",590000,3,3.25,1290,1230,"2",0,2,3,9,1090,200,2008,0,"98119",47.6367,-122.37,1710,1797 +"9412200730","20150224T000000",369300,3,1.5,1480,21320,"1",0,0,4,7,1480,0,1967,0,"98027",47.5234,-122.043,1850,17825 +"3024079096","20150414T000000",510000,4,2.5,2600,118666,"1",0,0,3,7,1400,1200,1981,0,"98027",47.54,-121.97,2440,131116 +"5423600040","20140707T000000",542500,3,2.5,2040,10086,"2",0,0,3,8,2040,0,1987,0,"98052",47.679,-122.113,1940,10272 +"3291800120","20150102T000000",262500,3,1,970,7854,"1",0,0,4,7,970,0,1980,0,"98056",47.4899,-122.185,1480,7800 +"3052700921","20150211T000000",900000,6,3,2620,4350,"1",0,0,3,7,1760,860,1957,0,"98117",47.678,-122.373,1760,4300 +"2424059119","20141014T000000",1.1e+006,4,3.5,4560,41636,"2",0,0,3,9,4170,390,1995,0,"98006",47.5589,-122.116,2990,11381 +"4335000145","20140813T000000",368000,3,1.75,1750,14400,"1",0,0,4,7,1750,0,1951,0,"98166",47.4535,-122.361,2030,14400 +"1980200384","20141022T000000",825000,4,3.5,3620,6499,"2.5",0,0,3,9,3620,0,2003,2009,"98177",47.7326,-122.36,2330,7200 +"5637200150","20150114T000000",343500,3,2,1660,7509,"1",0,0,3,7,1660,0,2002,0,"98059",47.4872,-122.144,2380,8598 +"8864000970","20141204T000000",273500,4,1,1360,6000,"1",0,0,4,6,1020,340,1944,0,"98168",47.4783,-122.285,1230,6000 +"3885808210","20150120T000000",1e+006,3,2.5,2044,5610,"2",0,0,4,9,2044,0,1996,0,"98033",47.6791,-122.209,2440,5610 +"7986400265","20141029T000000",770000,5,3,2370,6000,"1.5",0,2,3,8,1340,1030,1926,2003,"98107",47.6645,-122.358,1350,4500 +"9459200120","20150304T000000",400000,3,2,1170,3868,"1.5",0,0,4,7,1170,0,1925,0,"98118",47.5543,-122.29,1400,3800 +"1311200120","20140513T000000",225000,3,1,1660,7210,"1",0,0,3,7,1100,560,1963,0,"98001",47.3394,-122.281,1660,7245 +"3649100031","20150305T000000",345000,4,1,2020,18150,"1",0,0,4,7,2020,0,1955,0,"98028",47.739,-122.249,1530,11970 +"2475400120","20141001T000000",450000,3,2.5,2530,8116,"2",0,0,3,8,2530,0,2001,0,"98011",47.7597,-122.167,2280,8791 +"6365900065","20140718T000000",334850,2,1,870,5635,"1",0,0,3,7,870,0,1948,0,"98116",47.5676,-122.398,1310,5750 +"3959400645","20150107T000000",605000,5,3,3670,9600,"1",0,1,3,8,1980,1690,1955,0,"98108",47.5648,-122.316,1730,4933 +"4139660040","20141121T000000",760000,5,3.5,3180,14000,"2",0,0,5,10,3180,0,1997,0,"98006",47.5501,-122.128,3670,14450 +"3241600027","20141006T000000",390000,2,1.5,1870,12960,"1.5",0,0,4,6,1350,520,1926,0,"98118",47.5234,-122.288,1380,7800 +"8946400100","20140804T000000",488000,3,2.5,1940,5660,"2",0,0,3,8,1940,0,2001,0,"98072",47.7511,-122.17,2110,4581 +"3625059152","20141230T000000",3.3e+006,3,3.25,4220,41300,"1",1,4,4,11,2460,1760,1958,1987,"98008",47.6083,-122.11,3810,30401 +"0624110110","20150222T000000",1.063e+006,5,4.5,4820,13165,"2",0,0,4,11,3950,870,1990,0,"98077",47.7295,-122.057,3880,13810 +"0522079015","20150322T000000",608000,3,2,2400,217800,"2",0,0,3,8,1590,810,1975,0,"98038",47.4166,-121.94,2340,207781 +"3204300455","20140822T000000",1.385e+006,3,2.25,2930,6000,"2",0,2,3,11,1920,1010,2000,0,"98112",47.6301,-122.301,1870,5040 +"5414100040","20140915T000000",299950,2,1,800,3000,"1",0,0,3,6,800,0,1904,0,"98118",47.5602,-122.292,1640,3400 +"1930301015","20150428T000000",818000,3,3.25,2200,4800,"2",0,2,3,7,1910,290,1943,1996,"98103",47.6551,-122.353,1410,4800 +"1898200100","20140528T000000",355000,3,2.5,2400,9701,"1",0,0,3,9,2400,0,1990,0,"98023",47.3081,-122.392,2400,8258 +"9471200065","20141015T000000",1.855e+006,5,3.25,5570,9600,"2",0,0,5,9,3860,1710,1952,0,"98105",47.6708,-122.262,3170,10400 +"0510003085","20140623T000000",660000,3,3.25,1980,2850,"3",0,0,3,7,1980,0,1987,0,"98103",47.6597,-122.331,1630,4560 +"2579500110","20140701T000000",2.367e+006,3,2.25,3530,17450,"1",1,3,3,9,1840,1690,1930,1993,"98040",47.5358,-122.213,3530,17310 +"1762600090","20150424T000000",1.211e+006,4,2.5,3430,35120,"2",0,0,3,10,3430,0,1984,0,"98033",47.6484,-122.182,3920,35230 +"6700390090","20140625T000000",255950,3,2.5,1720,3676,"2",0,0,3,7,1720,0,1992,0,"98031",47.4039,-122.188,1720,3510 +"6817801020","20140821T000000",475000,3,1.5,1930,11092,"1",0,0,3,7,1500,430,1983,0,"98074",47.634,-122.033,1230,10964 +"7931000053","20141229T000000",362950,4,1.75,2140,159865,"1",0,0,4,7,1140,1000,1960,0,"98031",47.4235,-122.218,1830,15569 +"1828000620","20140701T000000",452000,3,1.75,1110,9012,"1",0,0,4,7,1110,0,1966,0,"98052",47.6563,-122.131,1800,8679 +"2423400040","20140804T000000",315000,3,1.75,1970,8200,"1",0,0,3,7,1270,700,1964,0,"98168",47.4731,-122.327,1890,8348 +"6064800730","20150129T000000",330950,3,2.5,1630,2844,"2",0,0,3,7,1630,0,2003,0,"98118",47.5413,-122.288,1610,2582 +"3388300590","20140611T000000",535000,5,2.25,2520,49222,"2",0,0,4,8,2520,0,1978,0,"98027",47.4918,-122.064,2780,55321 +"1591600506","20150225T000000",479000,4,2.25,2270,9464,"1.5",0,0,4,7,1520,750,1940,0,"98146",47.5007,-122.359,1770,9464 +"6798100661","20140616T000000",340000,3,2.5,1212,1174,"3",0,0,3,7,1212,0,2004,0,"98125",47.7145,-122.311,1256,1226 +"8732800100","20140916T000000",312000,4,2,1890,8362,"1",0,0,3,7,1890,0,1966,0,"98188",47.4377,-122.279,1600,9257 +"2025701080","20150318T000000",305000,3,2.25,1370,6600,"2",0,0,4,7,1370,0,1993,0,"98038",47.3504,-122.035,1370,6600 +"4345000490","20141202T000000",270000,3,2.5,1770,7336,"2",0,0,3,7,1770,0,1996,0,"98030",47.3639,-122.185,1770,7349 +"2771104010","20140605T000000",529999,3,2.5,1710,1664,"2",0,0,5,8,1300,410,2003,0,"98199",47.6456,-122.383,1470,5400 +"3307700405","20140723T000000",587100,2,1,1190,6967,"1",0,0,3,7,1190,0,1946,0,"98040",47.5896,-122.243,1700,6968 +"6817800910","20141118T000000",459800,3,2,1690,16061,"1",0,0,3,7,1690,0,1984,0,"98074",47.6359,-122.035,1280,12436 +"0259801140","20141212T000000",451000,4,1.75,1680,7800,"1",0,0,3,7,1330,350,1966,0,"98008",47.6286,-122.118,1680,7210 +"1176001293","20140617T000000",2.475e+006,3,3.25,4340,4947,"2",0,3,3,11,3060,1280,1993,0,"98107",47.6709,-122.406,1680,5250 +"0820079101","20141222T000000",525000,3,2.25,2040,435600,"2",0,2,4,7,2040,0,1983,0,"98022",47.2328,-121.945,2020,223027 +"0040001065","20140529T000000",250000,2,1,1110,26051,"1",0,0,3,6,1110,0,1951,0,"98168",47.4711,-122.291,2240,12255 +"3330501975","20141117T000000",475000,5,2,2040,6180,"2",0,0,4,7,2040,0,1908,0,"98118",47.5503,-122.28,1870,4365 +"3021059175","20150312T000000",235000,4,1.5,1920,11595,"1",0,0,4,7,1920,0,1962,0,"98002",47.2858,-122.212,1400,10550 +"8092500720","20140711T000000",230000,3,1.5,1330,9548,"1",0,0,5,7,1330,0,1967,0,"98042",47.3675,-122.11,1420,9548 +"9828702120","20140701T000000",581000,4,1,1630,2566,"1.5",0,0,3,7,1630,0,1921,0,"98122",47.6183,-122.3,1220,2314 +"6751300375","20140702T000000",415000,3,1,1520,9030,"1",0,0,3,7,1520,0,1956,0,"98007",47.587,-122.134,1470,8712 +"6751300375","20141016T000000",522500,3,1,1520,9030,"1",0,0,3,7,1520,0,1956,0,"98007",47.587,-122.134,1470,8712 +"6073300790","20150105T000000",383000,3,1.5,1340,7725,"1",0,0,4,8,1340,0,1967,0,"98056",47.5389,-122.173,1990,7725 +"8074400035","20141030T000000",315000,3,1.75,2500,8289,"1",0,0,4,7,1250,1250,1958,0,"98056",47.4973,-122.177,1710,8205 +"2254501335","20140922T000000",591000,3,2,1460,3600,"2",0,0,3,7,1460,0,1902,0,"98122",47.6123,-122.314,1590,1210 +"7504021510","20141219T000000",750000,4,2.25,3140,12150,"2",0,0,3,9,3140,0,1979,0,"98074",47.6361,-122.047,2370,12054 +"7625701386","20140516T000000",430000,3,1.75,2150,4333,"1",0,0,3,7,1200,950,1956,0,"98136",47.5537,-122.388,1480,6500 +"1775500371","20150501T000000",712000,4,2.5,3140,32336,"1.5",0,0,3,10,3140,0,1995,0,"98072",47.7412,-122.087,2340,19965 +"3244500037","20150406T000000",510000,3,2.5,2310,53578,"1",0,0,4,8,1340,970,1981,0,"98072",47.7677,-122.135,2660,49658 +"9828701745","20150123T000000",480000,2,1,710,4800,"1",0,0,2,6,710,0,1950,0,"98112",47.6212,-122.298,1480,1721 +"1994200040","20140613T000000",538000,3,1,1460,7200,"1",0,0,3,7,1260,200,1906,0,"98103",47.6875,-122.336,1430,4650 +"8122100265","20141205T000000",464000,2,2.75,730,5000,"1",0,0,3,7,730,0,1929,0,"98126",47.5381,-122.374,980,5000 +"7202290180","20150102T000000",476000,3,2.5,1440,3840,"2",0,0,3,7,1440,0,2001,0,"98053",47.6873,-122.043,1600,3131 +"4025300360","20150326T000000",349500,3,2,1130,16875,"1",0,0,4,7,1130,0,1947,0,"98155",47.7489,-122.3,1600,14300 +"2557000540","20150207T000000",270000,3,2.25,1810,8262,"2",0,0,4,8,1810,0,1981,0,"98023",47.2994,-122.37,1820,8262 +"9388100015","20141119T000000",740000,3,2.5,2710,18480,"2",0,2,3,10,2000,710,1978,0,"98034",47.7256,-122.259,2710,18077 +"6305900300","20141013T000000",395000,4,2.5,2740,8336,"2",0,0,4,9,2740,0,1990,0,"98031",47.3904,-122.176,2460,9189 +"7202340530","20150410T000000",498000,3,2.5,1690,4088,"2",0,0,3,7,1690,0,2004,0,"98053",47.6779,-122.034,1950,4088 +"7849202296","20150130T000000",339900,3,2.5,1470,4675,"2",0,0,3,7,1470,0,1999,0,"98065",47.5261,-121.827,1500,4385 +"0255520150","20140902T000000",539000,3,2.5,2830,9972,"2",0,0,3,9,2830,0,2006,0,"98019",47.7382,-121.975,3557,9159 +"3578401770","20150226T000000",400000,3,1,1410,9704,"1",0,0,3,8,1140,270,1983,0,"98074",47.6203,-122.036,1910,13639 +"0984000410","20150218T000000",225000,3,2.5,2170,11745,"1",0,0,4,7,1410,760,1967,0,"98058",47.4342,-122.17,1860,8643 +"9834200925","20140910T000000",330000,3,2.25,1340,4080,"1.5",0,0,3,6,1170,170,1907,0,"98144",47.5722,-122.291,1670,4080 +"2225039103","20140626T000000",1.3878e+006,3,3,2480,5500,"2",0,3,3,10,1730,750,1950,2005,"98199",47.6466,-122.404,2950,5670 +"6445800015","20150430T000000",490000,3,2.75,1990,31200,"1",0,0,3,8,1990,0,1986,0,"98029",47.5544,-122.035,3120,29625 +"1311800040","20141220T000000",260000,4,2.75,2240,7200,"1",0,0,3,7,1140,1100,1967,0,"98001",47.3357,-122.275,1580,7416 +"1473120730","20140627T000000",469900,4,2.5,2990,8913,"2",0,0,4,9,2990,0,1991,0,"98058",47.4353,-122.159,2740,8030 +"6820100035","20141112T000000",493000,6,1.75,2120,3801,"1.5",0,0,4,7,1220,900,1925,0,"98115",47.6832,-122.311,1850,4181 +"1824079107","20140528T000000",740000,4,2.25,2920,46355,"2",0,0,4,9,2920,0,1998,0,"98024",47.569,-121.962,2310,184694 +"2891000610","20141211T000000",148900,4,1.75,1700,6000,"1",0,0,3,7,1700,0,1967,0,"98002",47.3252,-122.208,1280,6000 +"6600220090","20141118T000000",475000,2,2.5,1620,14467,"2",0,0,3,7,1620,0,1981,0,"98074",47.6306,-122.035,1470,13615 +"4447300165","20141223T000000",415000,2,1,760,4000,"1",0,0,3,7,760,0,1944,0,"98117",47.6896,-122.396,1520,4000 +"2891000450","20140707T000000",229500,3,1,1230,6000,"1",0,0,4,7,1230,0,1967,0,"98002",47.3256,-122.209,1240,6000 +"9286000110","20140814T000000",1.355e+006,5,3.75,4960,13990,"2",0,2,3,11,3760,1200,2001,0,"98006",47.5491,-122.137,5200,18116 +"2558160220","20141210T000000",385000,4,2.5,2030,11375,"1",0,0,3,7,1330,700,1969,0,"98028",47.7765,-122.261,1500,9160 +"2422000067","20150427T000000",230000,3,2.25,1830,11331,"1",0,0,3,7,1250,580,1965,0,"98001",47.2899,-122.287,2240,16433 +"2887701970","20140808T000000",425000,2,1,970,2700,"1",0,0,4,7,770,200,1926,0,"98115",47.6852,-122.312,1570,3348 +"8581400015","20140722T000000",189900,2,1,1000,4179,"1",0,0,5,5,1000,0,1914,0,"98002",47.297,-122.227,1010,6327 +"7972603950","20150102T000000",238000,2,1,750,6480,"1",0,0,3,6,750,0,1943,0,"98106",47.5195,-122.35,1050,6390 +"7882600332","20140819T000000",968060,4,2.5,2620,16200,"1",0,2,4,7,1570,1050,1950,1993,"98033",47.6623,-122.196,3050,11875 +"5078400210","20140616T000000",921000,4,1.5,2220,9496,"1",0,0,4,7,1490,730,1954,0,"98004",47.6233,-122.206,1800,8286 +"1180008355","20140507T000000",380000,5,1.75,3000,6000,"1",0,0,5,7,1500,1500,1958,0,"98178",47.492,-122.225,2230,7125 +"2781600195","20141117T000000",285000,1,1,1060,54846,"1",1,4,3,5,1060,0,1935,0,"98070",47.4716,-122.445,2258,31762 +"3342100995","20141022T000000",449000,4,2.5,1980,5400,"2",0,0,3,8,1980,0,1998,0,"98056",47.5182,-122.207,1980,5400 +"2818600115","20140709T000000",625000,4,1,1600,5500,"1.5",0,0,4,7,1600,0,1946,0,"98117",47.6983,-122.393,1900,5500 +"8732020720","20140521T000000",318989,4,2.25,2000,9000,"1",0,0,4,8,2000,0,1978,0,"98023",47.3125,-122.387,2190,8374 +"1563100557","20141010T000000",445000,3,1.5,1310,1266,"2",0,0,3,8,1120,190,2002,0,"98116",47.5663,-122.408,1310,1378 +"9533100145","20150205T000000",750000,3,1,1120,8549,"1",0,0,3,7,1120,0,1952,0,"98004",47.6294,-122.205,1440,8640 +"3761700067","20150306T000000",959000,3,2.5,3320,11875,"1",0,0,5,10,3320,0,1979,0,"98034",47.7212,-122.26,3730,11875 +"8029500360","20141202T000000",330000,3,2.5,2370,9102,"2",0,0,3,9,2370,0,1990,0,"98023",47.3067,-122.394,2530,9883 +"7011201106","20150216T000000",425000,2,1.5,830,1241,"2",0,0,3,7,830,0,2005,0,"98119",47.6363,-122.368,1610,2666 +"3235100110","20141202T000000",280000,3,1,940,7913,"1",0,0,3,6,940,0,1948,0,"98155",47.7657,-122.321,940,7913 +"2623089141","20141023T000000",476500,4,2.5,2250,50155,"2",0,0,3,8,2250,0,1998,0,"98045",47.449,-121.756,2040,57857 +"1241500147","20140521T000000",556000,3,2.25,2020,3600,"2",0,0,3,8,2020,0,1998,0,"98033",47.6678,-122.165,2070,3699 +"1524079188","20140729T000000",1.862e+006,4,5.25,5240,320917,"2",0,2,3,10,5240,0,2006,0,"98024",47.5605,-121.905,1930,68824 +"9262800208","20140919T000000",637000,4,3.5,4083,68377,"2",0,0,3,10,4083,0,2005,0,"98001",47.3114,-122.262,2430,41382 +"1062100115","20141204T000000",405000,3,2,1450,6081,"1",0,0,4,7,1450,0,1969,0,"98155",47.7522,-122.278,1880,6000 +"6381500265","20140627T000000",397000,5,1,1170,6757,"1",0,0,4,6,800,370,1944,0,"98125",47.7332,-122.304,1590,6794 +"7203220300","20140724T000000",895990,4,2.75,3555,6565,"2",0,0,3,9,3555,0,2014,0,"98053",47.6847,-122.017,3625,5637 +"4027701220","20140828T000000",259000,3,2,1610,14046,"2",0,0,3,7,1610,0,1933,1988,"98028",47.7704,-122.264,2410,9000 +"0114100758","20141022T000000",420000,2,1,960,112384,"1",0,0,3,7,960,0,1955,0,"98028",47.7642,-122.234,1210,24875 +"9376301110","20140519T000000",518000,3,2.5,1680,2096,"2",0,0,3,8,1380,300,2008,0,"98117",47.6904,-122.37,1360,2096 +"9371700085","20140722T000000",425000,3,1.75,1380,8182,"1",0,0,5,7,1380,0,1942,0,"98133",47.7513,-122.349,1300,8188 +"2122049096","20140808T000000",182500,2,1,1040,13920,"1",0,0,3,6,1040,0,1973,0,"98198",47.3756,-122.306,1100,7575 +"0546000245","20140716T000000",549900,3,1.5,1380,3031,"1.5",0,0,4,7,1380,0,1929,0,"98117",47.6889,-122.38,1440,4005 +"2783600210","20140916T000000",445000,3,1.75,1850,16863,"1",0,0,4,7,1280,570,1980,0,"98034",47.7166,-122.225,1790,9000 +"5210200184","20140606T000000",452000,2,1.75,1740,5400,"1",0,0,4,7,990,750,1946,0,"98115",47.6971,-122.282,1980,5400 +"2125049133","20141104T000000",715000,5,1.75,1920,6500,"1",0,0,3,7,1260,660,1951,0,"98112",47.6394,-122.308,1970,5500 +"7940710100","20140911T000000",559000,3,2.5,2010,5200,"2",0,0,3,8,2010,0,1989,0,"98034",47.7142,-122.203,1860,4400 +"6072800246","20140702T000000",3.3e+006,5,6.25,8020,21738,"2",0,0,3,11,8020,0,2001,0,"98006",47.5675,-122.189,4160,18969 +"5466700450","20141015T000000",250000,4,1.75,1860,7350,"1",0,0,4,7,1090,770,1977,0,"98031",47.3979,-122.174,1710,7350 +"1425039029","20140923T000000",1.23e+006,5,4,4390,6656,"2",0,0,3,9,2930,1460,2008,0,"98199",47.648,-122.397,1560,6656 +"0422069067","20150512T000000",276500,4,2.25,2380,128937,"1",0,0,4,7,2380,0,1960,0,"98038",47.4253,-122.043,1030,114998 +"2472920740","20141114T000000",440000,4,2.5,2880,7386,"2",0,0,4,9,2880,0,1987,0,"98058",47.4397,-122.15,2420,7663 +"2338800100","20140508T000000",543200,6,2.25,2820,15600,"1.5",0,2,5,7,1970,850,1940,0,"98166",47.4635,-122.362,2520,7797 +"3524039060","20140601T000000",250000,1,1,750,4000,"1",0,0,3,6,750,0,1918,0,"98136",47.5243,-122.39,1770,4850 +"7539900040","20140728T000000",625000,4,2.5,1750,9000,"1",0,0,3,8,1410,340,1977,2003,"98052",47.6403,-122.105,2120,9600 +"1646502055","20140613T000000",530100,3,1,1540,3399,"1.5",0,0,3,7,1200,340,1926,0,"98117",47.6853,-122.359,1500,3914 +"1025049268","20140721T000000",549900,2,1.75,1140,936,"2",0,0,3,8,940,200,2014,0,"98105",47.6647,-122.284,1160,1327 +"0324059076","20150311T000000",430000,4,1.5,1560,6534,"1",0,0,4,7,1560,0,1962,0,"98007",47.6012,-122.152,1560,6969 +"1853080730","20141210T000000",835000,3,2.5,2960,6856,"2",0,0,3,10,2960,0,2009,0,"98074",47.5906,-122.057,3320,6856 +"6708200040","20140507T000000",409500,4,2.75,2140,13000,"1",0,0,3,7,1320,820,1968,0,"98028",47.7683,-122.252,2360,11000 +"3438501452","20140520T000000",329000,4,2.5,1600,6765,"1",0,0,3,7,830,770,1947,2011,"98106",47.5469,-122.365,1600,8942 +"9287802380","20140522T000000",940000,4,2.75,2080,4000,"1.5",0,0,3,8,2080,0,1912,2000,"98107",47.6737,-122.358,1730,5000 +"2652501513","20140813T000000",539950,3,2,1560,3200,"1.5",0,0,3,7,1560,0,1910,2007,"98109",47.6398,-122.356,1240,3600 +"2421059125","20150414T000000",579950,4,2.5,2880,213444,"1",0,0,5,8,2140,740,1984,0,"98092",47.2887,-122.109,2810,213444 +"1250202990","20140611T000000",881000,5,3,2510,4125,"1.5",0,3,5,8,1590,920,1925,0,"98144",47.5968,-122.29,2190,5415 +"6914700165","20140804T000000",362500,3,1,960,5424,"1.5",0,0,3,6,960,0,1916,0,"98115",47.6997,-122.32,1550,5687 +"0920069052","20150421T000000",243950,2,1,1120,35500,"1",0,0,5,6,1120,0,1961,0,"98022",47.2411,-122.043,1680,66022 +"7853310590","20140529T000000",658000,4,2.75,3310,6166,"2",0,0,3,9,3310,0,2008,0,"98065",47.521,-121.877,3200,7027 +"1898600100","20141124T000000",218250,3,1.5,1080,9774,"1",0,0,3,7,1080,0,1968,0,"98023",47.3155,-122.401,1190,9611 +"5611500100","20140522T000000",655000,4,2.5,2860,12394,"2",0,0,3,10,2860,0,1999,0,"98075",47.5832,-122.026,3070,8515 +"1796370590","20150305T000000",255000,3,2,1490,7599,"1",0,0,3,7,1490,0,1990,0,"98042",47.3687,-122.088,1560,7710 +"7831800110","20150115T000000",215000,3,1,1210,7175,"1",0,0,3,7,1210,0,1918,0,"98106",47.5339,-122.356,1640,5850 +"4218400175","20150223T000000",1.265e+006,3,1.75,2240,5657,"1.5",0,2,4,8,1910,330,1941,0,"98105",47.6621,-122.27,2970,5657 +"5317100750","20140711T000000",2.92e+006,4,4.75,4575,24085,"2.5",0,2,5,10,3905,670,1926,0,"98112",47.6263,-122.284,3900,9687 +"3365900175","20150402T000000",424305,3,2.5,1600,5960,"2",0,2,5,8,1600,0,1910,0,"98168",47.4758,-122.265,1410,13056 +"7649900175","20140520T000000",494000,4,1.75,2090,4300,"1.5",0,0,4,7,1250,840,1925,0,"98136",47.5555,-122.397,1670,5000 +"8159600360","20140605T000000",560000,4,2.5,2260,3713,"2",0,0,3,9,2260,0,2003,0,"98034",47.7247,-122.165,2260,3713 +"9272202260","20140924T000000",130000,3,1,1200,7000,"2",0,0,1,7,1200,0,1908,0,"98116",47.5883,-122.384,3290,6000 +"2820069048","20150504T000000",468000,4,2.5,2480,176418,"1.5",0,3,5,8,2480,0,1927,0,"98022",47.1941,-122.038,1640,112384 +"6744700343","20141209T000000",480000,5,3,2240,15435,"1",0,1,5,7,1390,850,1952,0,"98155",47.7426,-122.288,2240,10750 +"0925049318","20140811T000000",475000,3,1.75,1550,4054,"1.5",0,0,4,7,1550,0,1926,0,"98115",47.6743,-122.301,1510,3889 +"6648700150","20150225T000000",285000,4,1.75,2130,8151,"1",0,0,4,7,1330,800,1967,0,"98031",47.3932,-122.201,1600,8587 +"0510001400","20140630T000000",765000,5,3,2870,5700,"1",0,0,3,7,1950,920,1964,0,"98103",47.6621,-122.33,1730,5529 +"7606200090","20150327T000000",208000,2,1,1160,5750,"1",0,0,4,6,1160,0,1924,0,"98065",47.5322,-121.829,1160,8250 +"8562890590","20141003T000000",372000,3,2.5,2430,5000,"2",0,0,3,8,2430,0,2001,0,"98042",47.3786,-122.127,2910,5620 +"0441000115","20141209T000000",470000,2,1,900,5512,"1",0,0,3,7,900,0,1947,0,"98115",47.6877,-122.289,1270,5512 +"3876200330","20140626T000000",451000,5,2.75,2830,8925,"1.5",0,0,3,7,2830,0,1967,0,"98034",47.731,-122.179,1700,8539 +"1508210100","20140827T000000",442200,4,1.75,1620,8132,"1",0,0,3,8,1620,0,1974,0,"98052",47.6788,-122.11,1920,8400 +"2944500330","20140825T000000",330000,4,2.5,2510,8580,"2",0,0,4,8,2510,0,1991,2012,"98023",47.295,-122.37,2290,7809 +"4302200625","20140924T000000",335000,3,1.75,1790,5120,"1",0,0,4,6,940,850,1949,0,"98106",47.5277,-122.355,1160,5120 +"2722049246","20141114T000000",280000,3,2,1640,13249,"1",0,0,3,7,1640,0,1995,0,"98032",47.3589,-122.281,1640,9240 +"0142000175","20140822T000000",625000,3,1.75,2240,6050,"1",0,0,4,8,1250,990,1950,0,"98116",47.5658,-122.4,1720,6050 +"9558041130","20140903T000000",345000,3,2.5,1870,3584,"2",0,0,3,8,1870,0,2003,0,"98058",47.4521,-122.121,1900,3920 +"5112800210","20141024T000000",255950,4,1,1500,11050,"1",0,0,5,7,1500,0,1964,0,"98058",47.4509,-122.088,1970,20800 +"2461900850","20150105T000000",570000,4,1,1490,6000,"1.5",0,0,3,7,1490,0,1918,0,"98136",47.5518,-122.385,1700,6000 +"0647100096","20150331T000000",685000,3,1.5,2230,8558,"2",0,0,3,8,2230,0,1960,0,"98040",47.5833,-122.219,2200,8558 +"2787311110","20140902T000000",273148,3,1.75,1710,7210,"1",0,0,4,7,1240,470,1974,0,"98031",47.4094,-122.175,1840,7245 +"1545801500","20140625T000000",246500,3,2.5,1620,7686,"2",0,0,3,7,1620,0,1989,0,"98038",47.3613,-122.053,1370,7686 +"3811300110","20150406T000000",349950,5,2.5,2250,7176,"1",0,0,3,7,1310,940,1983,0,"98055",47.4486,-122.194,1550,9081 +"7519001321","20150210T000000",545000,4,2,1700,2350,"1",0,0,3,6,850,850,1926,2014,"98117",47.6865,-122.366,1600,4160 +"8641500252","20150227T000000",403000,3,2.5,1502,1400,"3",0,0,3,7,1502,0,2005,0,"98115",47.6951,-122.305,1377,1466 +"8562891240","20150211T000000",299950,4,2.5,1900,4054,"2",0,0,3,7,1900,0,2003,0,"98042",47.3767,-122.124,2520,4085 +"8644210110","20150501T000000",792000,3,2.5,3320,12840,"1",0,0,3,10,2600,720,1990,0,"98075",47.5783,-121.994,3230,14933 +"8024202380","20141002T000000",418000,5,2.5,1980,10205,"1",0,0,4,7,1080,900,1929,0,"98115",47.699,-122.307,1310,5413 +"5006000035","20150427T000000",332500,4,1,1670,8102,"1.5",0,0,3,6,1670,0,1944,0,"98166",47.4692,-122.355,1310,7906 +"0421069081","20150127T000000",337000,3,2.5,2235,43560,"1",0,0,5,7,990,1245,1975,0,"98010",47.3326,-122.046,1460,29621 +"5053300015","20150121T000000",212000,2,1,1070,7386,"1",0,0,3,6,1070,0,1949,0,"98108",47.5434,-122.298,1330,6351 +"8857320120","20150310T000000",542000,2,2.25,1800,2819,"2",0,2,4,9,1800,0,1979,0,"98008",47.6104,-122.113,1800,2755 +"7852110690","20140522T000000",622500,4,2.5,2980,8107,"2",0,0,3,9,2980,0,2000,0,"98065",47.5389,-121.876,2750,7760 +"6084600330","20140829T000000",260000,3,1.75,1670,8511,"1",0,0,3,7,1340,330,1985,0,"98001",47.3257,-122.276,1580,7218 +"5561000330","20150505T000000",525000,3,1.75,2620,38350,"1",0,0,4,8,1320,1300,1977,0,"98027",47.4619,-121.991,2170,36962 +"2225059273","20141114T000000",975000,5,3.5,5470,35071,"2",0,0,3,11,4590,880,1976,0,"98005",47.6368,-122.159,3600,35074 +"1370803445","20140909T000000",1.14e+006,4,1.75,3080,6500,"1",0,0,4,9,1700,1380,1941,0,"98199",47.6353,-122.402,2960,5711 +"1236300268","20150303T000000",500000,3,1,940,10360,"1",0,0,4,7,940,0,1964,0,"98033",47.688,-122.19,2019,10360 +"7752700110","20140618T000000",554000,5,2.25,1870,11411,"1",0,0,4,8,1170,700,1961,0,"98155",47.7445,-122.289,2420,10793 +"2781250230","20140605T000000",343000,4,2.5,2070,4500,"2",0,0,3,7,2070,0,2004,0,"98038",47.3497,-122.026,2760,5173 +"4027701055","20150424T000000",515000,2,1.75,950,15219,"1",0,0,3,8,950,0,2009,0,"98028",47.7723,-122.262,1560,12416 +"2755200040","20140712T000000",492000,2,1,1290,6272,"1",0,0,4,6,890,400,1922,0,"98115",47.6777,-122.305,1260,5376 +"2193320450","20150213T000000",655000,4,3,2570,8022,"1",0,0,4,8,1370,1200,1984,0,"98052",47.6956,-122.099,2090,8022 +"2895550330","20150506T000000",290000,3,2.5,1600,6848,"2",0,0,3,7,1600,0,2000,0,"98001",47.3303,-122.271,1700,7210 +"8712100790","20140701T000000",952500,4,1.5,2550,5055,"2",0,0,4,10,2550,0,1910,0,"98112",47.636,-122.301,1970,4431 +"7883603700","20140822T000000",235000,2,1,1010,7500,"1",0,0,3,7,1010,0,1941,0,"98108",47.5283,-122.32,1220,6000 +"3438502731","20150401T000000",323000,3,1.5,1720,7110,"1",0,0,3,8,1720,0,1955,0,"98106",47.5417,-122.355,1730,6840 +"2025049161","20140506T000000",1.05e+006,3,2.5,2200,1970,"2",0,0,3,9,1610,590,2008,0,"98102",47.6426,-122.327,1890,3505 +"1222029077","20141029T000000",265000,0,0.75,384,213444,"1",0,0,3,4,384,0,2003,0,"98070",47.4177,-122.491,1920,224341 +"5706500385","20150129T000000",200000,2,1,1400,9600,"1.5",0,0,4,6,1400,0,1941,0,"98022",47.2113,-121.993,1230,9600 +"4024101254","20141204T000000",419995,3,2.25,1830,7500,"1",0,0,4,7,1330,500,1968,0,"98155",47.7574,-122.31,1830,8720 +"7923250090","20150310T000000",1.5e+006,3,3,3110,9015,"1",0,4,4,10,1590,1520,1980,0,"98033",47.6624,-122.202,3150,11447 +"6675500082","20140812T000000",455000,3,2.5,1600,7829,"2",0,0,3,7,1600,0,1987,0,"98034",47.7288,-122.227,1580,9104 +"4046710180","20150325T000000",660000,3,3.5,3600,37982,"2",0,0,4,8,3600,0,1996,0,"98014",47.6982,-121.917,2050,18019 +"1771000760","20140513T000000",319000,3,1,1390,12823,"1",0,0,4,7,1390,0,1968,0,"98077",47.7438,-122.075,1390,10095 +"3421069044","20141223T000000",390000,3,1.75,2092,250905,"1",0,0,3,7,2092,0,1981,0,"98022",47.2664,-122.027,2092,217800 +"6600000330","20140627T000000",718500,3,1.5,1200,6240,"1",0,0,3,8,1030,170,1952,0,"98112",47.6222,-122.287,2810,6240 +"2041000025","20141203T000000",474000,2,1,1090,3160,"1",0,0,3,7,840,250,1926,0,"98109",47.6385,-122.344,1070,3160 +"2215500230","20140825T000000",615750,4,2,2140,6360,"2",0,0,3,7,1840,300,1945,0,"98115",47.687,-122.286,1690,6360 +"6639900176","20141114T000000",551000,3,2.5,2010,17362,"2",0,0,3,8,2010,0,1994,0,"98033",47.6904,-122.176,1920,7200 +"0104510180","20150211T000000",230000,3,2.25,1500,7210,"1",0,0,3,7,1150,350,1984,0,"98023",47.3124,-122.352,1500,7210 +"7202360760","20140711T000000",790000,4,2.5,3500,9198,"2",0,0,3,9,3500,0,2004,0,"98053",47.6785,-122.025,3990,8598 +"3879901285","20150326T000000",1.23e+006,3,2.5,2660,1967,"3",0,3,3,9,1870,790,2007,0,"98119",47.6264,-122.363,1640,1369 +"1559900110","20141223T000000",325000,3,2.25,1440,6443,"2",0,0,3,7,1440,0,1995,0,"98019",47.7471,-121.979,1700,6749 +"7202260040","20140801T000000",705000,4,2.75,2780,6207,"2",0,0,3,8,2780,0,2001,0,"98053",47.6867,-122.038,2660,5592 +"7334600730","20141211T000000",259000,4,1.75,1580,8856,"2",0,0,3,7,1580,0,1979,0,"98045",47.4694,-121.745,1390,9490 +"1723049419","20141204T000000",306000,3,1.5,1250,8700,"1",0,0,4,7,1250,0,1959,0,"98168",47.4744,-122.328,1300,8700 +"3438501081","20141215T000000",315000,3,1,970,6828,"1",0,0,3,6,970,0,1928,0,"98106",47.5476,-122.36,1160,11666 +"2916200054","20150413T000000",392500,3,1,1100,7650,"1",0,0,3,7,1100,0,1952,0,"98133",47.7219,-122.354,1430,7650 +"3024059149","20141112T000000",1.065e+006,4,2.25,3240,12930,"2",0,0,4,9,2730,510,1968,0,"98040",47.5373,-122.22,2610,12884 +"1862400528","20140716T000000",350500,2,2.5,1290,1445,"3",0,0,3,8,1290,0,1999,0,"98117",47.6955,-122.376,1470,1503 +"6329000385","20140618T000000",825000,4,3.5,3810,9792,"2",0,0,3,9,3810,0,1938,2013,"98146",47.5018,-122.38,1950,9792 +"7812800215","20140808T000000",235000,4,1,1500,6360,"1.5",0,0,3,6,1500,0,1944,0,"98178",47.4979,-122.24,1190,6360 +"2324079057","20150302T000000",650000,3,2,2660,257875,"1",0,2,4,8,1530,1130,1976,0,"98024",47.553,-121.887,1710,64033 +"1982201485","20140512T000000",675000,4,3,2400,3340,"1",0,0,4,7,1200,1200,1964,0,"98107",47.6646,-122.365,1520,3758 +"0740500040","20141001T000000",265000,4,1,1860,8505,"1",0,0,4,7,1860,0,1955,0,"98055",47.4406,-122.194,1560,8505 +"3025049052","20140812T000000",822500,2,1,1450,7098,"1",0,4,3,7,1450,0,1924,0,"98109",47.63,-122.349,2390,6098 +"5244801255","20150428T000000",705000,3,2.75,2260,4000,"2",0,0,4,8,1540,720,1956,0,"98109",47.6435,-122.353,2120,4000 +"2397101606","20141208T000000",2.63e+006,6,4.75,5540,7200,"2.5",0,2,4,11,3950,1590,1909,0,"98119",47.6361,-122.366,2930,7200 +"7234601445","20140623T000000",685000,2,1.5,1300,1676,"1",0,2,3,7,1300,0,1943,0,"98122",47.6133,-122.308,1260,1740 +"3693901105","20141020T000000",630000,4,2,1610,5000,"2",0,0,5,7,1610,0,1946,0,"98117",47.6775,-122.398,1300,4950 +"3124059006","20140508T000000",1.25e+006,4,3.25,3820,24166,"2",0,1,4,11,3310,510,1990,0,"98040",47.5263,-122.227,2900,18786 +"2523039310","20150112T000000",359000,4,2.5,1820,11325,"1",0,0,3,8,1390,430,1976,0,"98166",47.4574,-122.361,1990,10802 +"5469650040","20150316T000000",784500,4,5,5820,13906,"2",0,0,3,11,3750,2070,1993,0,"98042",47.3814,-122.164,2980,13000 +"5021900945","20140703T000000",850000,3,2,2470,8800,"2",0,0,3,9,2470,0,1961,2004,"98040",47.5753,-122.222,2340,10980 +"1152700220","20140903T000000",410000,3,2.5,3040,6054,"2",0,0,3,9,3040,0,2005,0,"98042",47.3508,-122.163,2650,6054 +"1423900220","20140709T000000",252000,4,1.75,1120,8250,"1",0,0,4,7,1120,0,1966,0,"98058",47.4555,-122.177,1330,7975 +"3425059066","20140812T000000",618000,5,1.75,1880,18295,"1",0,0,4,7,1880,0,1955,0,"98005",47.6059,-122.154,2180,20674 +"5347200165","20141002T000000",265000,3,1,1070,4800,"1",0,0,3,6,970,100,1947,0,"98126",47.5187,-122.377,1120,1198 +"5145100300","20140918T000000",465000,3,2,1560,8509,"1",0,0,3,8,790,770,1969,0,"98034",47.7261,-122.22,1410,7428 +"6141100395","20150204T000000",240000,2,1,870,6552,"1",0,0,3,6,870,0,1947,0,"98133",47.7188,-122.353,1500,6678 +"5153200506","20140731T000000",217000,3,1,1000,12000,"1",0,0,3,7,1000,0,1959,0,"98023",47.3321,-122.346,1490,14940 +"9122000385","20140806T000000",415000,4,2.25,2520,4200,"1.5",0,0,4,7,1510,1010,1909,0,"98144",47.5814,-122.312,1460,4200 +"3279000120","20141222T000000",274000,2,2,1700,7992,"1",0,0,4,7,950,750,1980,0,"98023",47.3031,-122.385,1700,8030 +"3438503223","20150223T000000",420000,5,3,2150,6117,"1",0,0,3,7,1370,780,2003,0,"98106",47.538,-122.356,1990,6064 +"6788201240","20150318T000000",1.0625e+006,4,2.75,1590,6000,"1.5",0,0,4,8,1590,0,1925,0,"98112",47.6401,-122.299,1590,4000 +"4139900120","20140605T000000",1.415e+006,4,5.25,4670,43950,"2",0,0,3,12,4670,0,1989,0,"98006",47.5456,-122.126,4900,35000 +"1868900775","20140505T000000",618500,3,2,1800,5000,"1",0,0,4,7,1080,720,1942,0,"98115",47.6738,-122.297,1800,5000 +"0764000180","20150109T000000",295000,3,1.5,1670,10800,"1",0,0,4,8,1670,0,1956,0,"98022",47.2004,-122.003,1670,9169 +"3578400910","20150316T000000",400000,3,2,1010,12252,"1",0,0,3,8,1010,0,1980,0,"98074",47.6224,-122.045,1840,11497 +"5631500191","20150326T000000",595000,3,2.5,2550,6677,"2",0,0,3,8,2550,0,2002,0,"98028",47.7336,-122.232,1930,7217 +"6448000100","20140617T000000",1.728e+006,4,3,3700,20570,"1",0,0,4,10,1850,1850,1976,0,"98004",47.6212,-122.224,3080,17595 +"1545801340","20141231T000000",261000,3,1.75,1350,7686,"1",0,0,3,7,1350,0,1987,0,"98038",47.3617,-122.052,1370,7686 +"5244800915","20141016T000000",780000,5,2.5,1660,4000,"1.5",0,0,5,8,1660,0,1929,0,"98109",47.6452,-122.352,1210,4000 +"4217400590","20141118T000000",589000,3,1.5,1390,5040,"1",0,0,3,7,1090,300,1947,0,"98105",47.6611,-122.282,1910,4800 +"1683600110","20150305T000000",230000,3,1.75,1720,9125,"1",0,0,4,7,1140,580,1981,0,"98092",47.3173,-122.181,1120,7506 +"3630090110","20141018T000000",690000,4,3.5,2980,2147,"2.5",0,0,3,10,2490,490,2006,0,"98029",47.5463,-121.995,2880,2428 +"1785400210","20150129T000000",524000,4,2.25,2190,15491,"2",0,0,3,8,2190,0,1981,0,"98074",47.6299,-122.039,2090,15039 +"3319500317","20140522T000000",380000,2,2.5,1230,987,"2",0,0,3,7,1060,170,2011,0,"98144",47.6007,-122.305,1290,1328 +"2492200256","20141112T000000",357500,3,1,1000,4080,"1",0,0,4,7,740,260,1945,0,"98126",47.5351,-122.381,1480,4080 +"3797300110","20141027T000000",330000,3,2,2500,10697,"1",0,0,3,8,2500,0,1994,0,"98022",47.1927,-122.01,2560,9772 +"1870400615","20150309T000000",635000,5,1.75,2240,4750,"1",0,0,4,7,1120,1120,1920,0,"98115",47.6727,-122.293,1980,4750 +"8823901445","20150313T000000",934000,9,3,2820,4480,"2",0,0,3,7,1880,940,1918,0,"98105",47.6654,-122.307,2460,4400 +"3630000150","20150128T000000",358500,2,1.75,1400,865,"2",0,0,3,8,1110,290,2005,0,"98029",47.5478,-121.999,1380,1107 +"5727500301","20141006T000000",401000,3,1.5,1470,6867,"1",0,0,3,8,1470,0,1955,0,"98155",47.7495,-122.327,1470,6523 +"4167960330","20150109T000000",270000,3,2,1820,7750,"1",0,0,3,8,1820,0,1992,0,"98023",47.3169,-122.352,2080,8084 +"2484700155","20141014T000000",705000,4,2,2060,6000,"1",0,1,4,8,1370,690,1954,0,"98136",47.5237,-122.383,2060,6600 +"4046700300","20141030T000000",325000,3,2,1670,17071,"1",0,0,3,7,1100,570,1988,0,"98014",47.69,-121.913,1660,15593 +"4365200865","20140902T000000",384950,3,1,1540,7740,"1",0,0,4,7,1540,0,1909,0,"98126",47.522,-122.375,1220,7740 +"6713700205","20140715T000000",310000,3,1,1210,9730,"1",0,0,4,7,1210,0,1953,0,"98133",47.762,-122.355,1470,9730 +"0293800900","20141006T000000",829950,4,2.5,3430,42775,"2",0,0,3,10,3430,0,1992,0,"98077",47.765,-122.045,3190,36820 +"3375800220","20150330T000000",353000,3,2.5,2550,6021,"2",0,0,3,7,2550,0,2002,0,"98030",47.3828,-122.211,2080,6021 +"8898700820","20140707T000000",170500,2,1,1060,7700,"1",0,0,3,7,820,240,1981,0,"98055",47.4599,-122.205,1370,8833 +"2725069156","20140716T000000",885250,4,2.5,3670,49658,"2",0,0,3,10,3670,0,1999,0,"98074",47.6219,-122.015,3040,49658 +"8043700300","20140608T000000",2.7e+006,4,3.25,4420,7850,"2",1,4,3,11,3150,1270,2001,0,"98008",47.572,-122.102,2760,8525 +"2372800100","20140925T000000",245000,3,1.5,1550,9126,"1",0,0,5,7,1550,0,1957,0,"98022",47.2012,-122,1450,9282 +"7518501822","20141017T000000",469000,3,2.5,1190,1290,"3",0,0,3,8,1190,0,2008,0,"98107",47.6762,-122.378,1410,1923 +"1928300620","20140608T000000",455000,3,1,1300,3550,"1.5",0,0,3,7,1300,0,1927,0,"98105",47.6696,-122.32,1410,4080 +"1402950100","20141121T000000",305000,4,2.5,2430,5959,"2",0,0,3,8,2430,0,2002,0,"98092",47.3348,-122.19,2100,5414 +"2616800600","20140530T000000",840000,7,4.5,4290,37607,"1.5",0,0,5,10,4290,0,1982,0,"98027",47.4812,-122.033,2810,40510 +"2597530760","20140623T000000",905000,5,3.5,3500,10155,"2",0,0,3,10,2570,930,1996,0,"98006",47.5415,-122.133,2940,10753 +"7345200650","20141231T000000",219200,3,2,1680,7000,"1.5",0,0,4,7,1680,0,1968,0,"98002",47.2775,-122.203,1540,7480 +"0259800750","20150223T000000",455000,3,1.5,1250,8004,"1",0,0,3,7,1250,0,1965,0,"98008",47.6285,-122.117,1450,7931 +"0723049197","20140627T000000",195000,2,1,1020,8100,"1",0,0,3,6,1020,0,1940,0,"98168",47.4971,-122.334,1200,12500 +"2883200775","20141113T000000",799000,3,1,1510,4178,"2",0,0,3,8,1510,0,1902,1979,"98103",47.6849,-122.335,2140,4916 +"3995700245","20140627T000000",285000,2,1,910,8155,"1",0,0,4,6,910,0,1948,0,"98155",47.7399,-122.3,1240,8155 +"1775900220","20140922T000000",300000,3,1.5,1320,15053,"1",0,0,3,7,1320,0,1979,0,"98072",47.7405,-122.095,1250,13368 +"7999600180","20140529T000000",83000,2,1,900,8580,"1",0,0,3,5,900,0,1918,0,"98168",47.4727,-122.27,2060,6533 +"6145601745","20150414T000000",220000,2,1,890,4804,"1",0,0,4,7,890,0,1928,0,"98133",47.7027,-122.346,1010,3844 +"0818500100","20140603T000000",174500,2,2.5,1240,2689,"2",0,0,3,7,1240,0,1986,0,"98003",47.3236,-122.323,1430,3609 +"3904920730","20150427T000000",695000,4,2.5,2960,10760,"2",0,0,3,9,2960,0,1987,0,"98029",47.5677,-122.013,2480,9528 +"3211000040","20141204T000000",255000,3,1.5,1020,11410,"1",0,0,3,7,1020,0,1959,0,"98059",47.4811,-122.162,1290,8400 +"9557300040","20150225T000000",539000,5,2.25,2590,7245,"1",0,0,3,8,1510,1080,1973,0,"98008",47.6398,-122.111,1930,7245 +"7011201482","20150317T000000",552700,2,1,1100,2800,"1",0,0,3,7,1100,0,1925,0,"98119",47.6361,-122.371,1110,1673 +"5315100667","20140603T000000",571500,3,1,1300,6710,"1",0,0,4,6,1300,0,1952,0,"98040",47.5851,-122.242,1630,9946 +"8598900157","20150313T000000",263700,3,1,1200,6561,"1",0,0,3,6,1200,0,1950,1968,"98177",47.7763,-122.36,1340,9450 +"1346300150","20141020T000000",3.3e+006,8,4,7710,11750,"3.5",0,0,5,12,6090,1620,1904,0,"98112",47.6263,-122.314,4210,8325 +"9268710220","20140528T000000",186950,2,2,1390,1302,"2",0,0,3,7,1390,0,1986,0,"98003",47.3089,-122.33,1390,1302 +"2224079086","20141110T000000",520000,3,1.75,1430,53628,"2",0,0,3,8,1430,0,1985,0,"98024",47.5577,-121.891,2100,53628 +"1761600150","20140730T000000",358000,3,1.5,1250,7194,"1",0,0,4,7,1250,0,1969,0,"98034",47.7298,-122.231,1340,7242 +"2123049086","20140807T000000",210000,2,0.75,840,49658,"1",0,0,2,6,840,0,1948,0,"98168",47.4727,-122.292,1240,11000 +"4389201095","20150511T000000",3.65e+006,5,3.75,5020,8694,"2",0,1,3,12,3970,1050,2007,0,"98004",47.6146,-122.213,4190,11275 +"2802200100","20140811T000000",543000,4,2.25,2060,8767,"2",0,0,3,8,2060,0,1983,0,"98052",47.7228,-122.103,1610,8062 +"6706000040","20150423T000000",330000,4,2.25,2000,10679,"1",0,0,3,7,1350,650,1960,0,"98148",47.4238,-122.329,1650,8875 +"9828701690","20140806T000000",529000,3,2,1530,3400,"1",0,0,3,7,990,540,1907,2014,"98112",47.6204,-122.296,1880,4212 +"7891600165","20140627T000000",295000,1,1,700,2500,"1",0,0,4,7,700,0,1907,0,"98106",47.5662,-122.364,1340,5000 +"1238500978","20140922T000000",365000,3,1,950,8450,"1",0,0,3,7,950,0,1962,0,"98033",47.6884,-122.186,1610,10080 +"8673400141","20141015T000000",473000,3,3,1380,1081,"3",0,0,3,8,1380,0,2005,0,"98107",47.6692,-122.39,1390,1140 +"9421500150","20140623T000000",403500,3,1,1830,8004,"1",0,0,3,8,1200,630,1960,0,"98125",47.7259,-122.297,1860,7971 +"0148000035","20140602T000000",544000,3,1.5,1790,8203,"1.5",0,1,3,7,1790,0,1910,0,"98116",47.5768,-122.403,1960,6047 +"2436700395","20141023T000000",621000,3,1,1340,4000,"1.5",0,0,4,7,1340,0,1927,0,"98105",47.6652,-122.288,1510,4000 +"8010100040","20140801T000000",672600,3,2.25,1520,5750,"2",0,0,3,8,1400,120,1908,2006,"98116",47.5787,-122.388,1420,5650 +"1193000220","20150407T000000",689800,2,1.75,1370,3125,"1",0,0,3,7,1090,280,1950,0,"98199",47.6492,-122.391,1730,5966 +"8827901415","20150507T000000",613000,3,1.5,1470,4480,"1",0,0,4,7,1130,340,1918,0,"98105",47.6693,-122.291,2120,4480 +"7732410220","20140701T000000",808000,4,2.25,2500,8866,"2",0,0,4,9,2500,0,1987,0,"98007",47.6604,-122.146,2630,8847 +"0415100015","20140725T000000",301000,3,1,1060,9241,"1",0,0,4,7,1060,0,1956,0,"98133",47.7465,-122.339,1900,6484 +"2130400150","20140925T000000",340000,3,1.75,1210,9635,"1",0,0,4,7,1210,0,1987,0,"98019",47.7382,-121.98,1550,10707 +"1555200590","20141223T000000",206000,3,1,920,8400,"1",0,0,3,7,920,0,1963,0,"98032",47.3771,-122.287,1260,8400 +"2174503500","20141103T000000",550000,3,1.5,1340,6000,"1",0,0,4,7,1340,0,1960,0,"98040",47.5866,-122.25,1590,9000 +"6371500120","20141224T000000",325000,2,1,960,4800,"1.5",0,0,2,6,960,0,1912,0,"98116",47.5752,-122.411,1440,4800 +"3904900610","20141012T000000",475000,3,2.5,1630,7586,"2",0,0,3,8,1630,0,1986,0,"98029",47.5689,-122.023,2090,7330 +"9527000490","20140730T000000",432100,3,1.75,1840,7350,"1",0,0,3,8,1310,530,1976,0,"98034",47.7089,-122.23,1860,7000 +"2457200120","20150303T000000",359000,3,2,3085,7280,"1",0,0,4,7,1560,1525,1959,0,"98056",47.4956,-122.181,1480,7900 +"3501600100","20150105T000000",490000,3,1,920,4800,"1",0,0,4,6,780,140,1926,0,"98117",47.6937,-122.362,1370,4800 +"1245001295","20140522T000000",648360,4,1.75,2260,7005,"1",0,1,4,7,1130,1130,1947,0,"98033",47.6895,-122.207,2330,9180 +"9536601295","20141007T000000",340000,3,1.75,1730,11986,"1",0,3,5,6,1730,0,1918,0,"98198",47.3595,-122.323,2490,9264 +"2205700180","20150403T000000",545000,3,2,1610,8069,"1",0,0,5,7,1090,520,1955,0,"98006",47.5754,-122.15,1510,8803 +"0623049232","20140715T000000",115000,2,0.75,550,7980,"1",0,0,3,5,550,0,1952,0,"98146",47.511,-122.348,1330,7980 +"9413600100","20150219T000000",705640,3,2.25,2400,12350,"1",0,0,4,8,1420,980,1968,0,"98033",47.6533,-122.192,2615,12043 +"6064800410","20140730T000000",300000,3,2.25,1960,1585,"2",0,0,3,7,1750,210,2003,0,"98118",47.5414,-122.288,1760,1958 +"8964800975","20140731T000000",1.65e+006,4,2.75,3190,14904,"1",0,3,4,9,1940,1250,1949,1992,"98004",47.6178,-122.214,2600,11195 +"4473400155","20150417T000000",1.1375e+006,4,3.5,3160,4200,"2",0,4,3,8,2180,980,1999,0,"98144",47.5963,-122.292,2180,5200 +"7657000210","20140818T000000",280000,3,1.75,1550,7410,"1.5",0,0,5,7,1550,0,1944,0,"98178",47.4951,-122.237,1250,7467 +"8732040180","20141219T000000",245000,4,1.75,1930,7650,"1",0,0,4,8,1280,650,1981,0,"98023",47.3078,-122.386,1860,8800 +"9547202950","20141030T000000",564000,4,1,1170,4590,"1.5",0,0,4,7,1170,0,1925,0,"98115",47.6804,-122.311,1430,4080 +"1370802770","20140919T000000",849000,3,1.75,2520,4534,"1",0,0,5,9,1460,1060,1954,0,"98199",47.6381,-122.401,1870,5023 +"3885803465","20150409T000000",698000,3,1.75,1220,7447,"1",0,0,4,7,1220,0,1964,0,"98033",47.6886,-122.211,1340,7200 +"2896610210","20140925T000000",319000,3,1,960,8556,"1",0,0,3,7,960,0,1971,0,"98034",47.7245,-122.22,1320,7528 +"3760500455","20150224T000000",1.45e+006,3,3.5,4110,15720,"1",0,1,3,10,2230,1880,2000,0,"98034",47.6996,-122.229,2500,15400 +"3324069541","20140710T000000",695000,4,3.5,3310,21050,"2",0,0,5,9,2400,910,1992,0,"98027",47.5197,-122.041,2260,23400 +"0003600072","20150330T000000",680000,4,2.75,2220,5310,"1",0,0,5,7,1170,1050,1951,0,"98144",47.5801,-122.294,1540,4200 +"2722049218","20141027T000000",287500,4,2.25,2250,12000,"2",0,0,3,8,2250,0,1985,0,"98032",47.3715,-122.274,2140,11871 +"1225039052","20141112T000000",465000,3,3.25,1510,1850,"2",0,2,3,8,1230,280,2001,0,"98107",47.6683,-122.362,1540,1840 +"8807810090","20140925T000000",335000,3,1,1350,14212,"1",0,0,4,6,1350,0,1981,0,"98053",47.6606,-122.06,1520,14404 +"9508850120","20140627T000000",602000,4,1.75,2420,37800,"1",0,0,4,8,1880,540,1981,0,"98053",47.6688,-122.024,2780,35532 +"5126300650","20150225T000000",482000,3,2.5,2950,6545,"2",0,0,3,8,2950,0,2003,0,"98059",47.4828,-122.139,2400,6550 +"6303400965","20140909T000000",220000,5,1,1260,8382,"1.5",0,0,3,7,1260,0,1918,0,"98146",47.5058,-122.355,910,8382 +"7116500925","20140520T000000",206000,4,2,1700,6025,"1",0,0,3,6,1700,0,1978,0,"98002",47.3029,-122.221,1320,5956 +"9241900115","20150324T000000",1.1e+006,4,3,3320,5760,"2",0,0,3,9,2120,1200,1954,2007,"98199",47.6474,-122.389,2400,6144 +"7202330410","20150320T000000",491150,3,2.5,1470,3971,"2",0,0,3,7,1470,0,2003,0,"98053",47.6816,-122.035,1650,3148 +"5151600300","20140812T000000",390000,4,2.75,2500,12848,"1",0,1,3,8,2120,380,1975,0,"98003",47.3364,-122.321,2370,12497 +"1332200100","20150507T000000",393000,4,2.5,2641,8091,"2",0,0,3,7,2641,0,1998,0,"98031",47.4043,-122.213,2641,8535 +"1939130730","20140717T000000",635000,4,2,2260,8457,"2",0,0,3,9,2260,0,1992,0,"98074",47.6251,-122.03,2410,7713 +"0472000015","20140516T000000",490000,2,1,1160,5000,"1",0,0,4,8,1160,0,1937,0,"98117",47.6865,-122.399,1750,5000 +"3667500015","20140925T000000",770000,4,3.5,3680,2242,"2.5",0,0,3,9,2670,1010,1930,2007,"98112",47.6192,-122.307,1350,1288 +"6430000945","20141204T000000",665000,2,2,1615,4590,"1.5",0,0,5,8,1615,0,1906,0,"98103",47.6886,-122.348,1470,4590 +"0322059161","20141001T000000",287000,3,1,1250,26862,"1",0,0,3,7,1250,0,1965,0,"98058",47.426,-122.154,1530,24463 +"7905200205","20141021T000000",410000,3,1,1230,7020,"1",0,0,3,7,1090,140,1924,0,"98116",47.5719,-122.39,1390,5850 +"1772600665","20150225T000000",562000,3,2,2510,5200,"1",0,0,5,8,1470,1040,1925,0,"98106",47.5631,-122.366,990,5400 +"0203101530","20140530T000000",475000,2,2,1540,54450,"2",0,0,3,7,1540,0,1983,0,"98053",47.638,-121.953,2280,29918 +"0820000018","20141014T000000",387500,3,3.25,1860,2218,"3",0,0,3,8,1860,0,2001,0,"98125",47.7185,-122.313,1860,2218 +"1560800110","20140617T000000",580000,5,2,2700,10875,"1",0,0,4,7,1540,1160,1962,0,"98007",47.6163,-122.138,2040,7464 +"2869200110","20140621T000000",930000,3,2.5,3290,6830,"2",0,0,3,10,3290,0,2000,0,"98052",47.6702,-122.142,3200,6227 +"6151800300","20150213T000000",625000,3,1.75,2700,18893,"1",0,0,4,7,2110,590,1948,1983,"98010",47.3397,-122.048,2260,17494 +"4475000180","20141203T000000",325000,3,2,1570,5600,"1",0,0,3,8,1570,0,1999,0,"98058",47.4286,-122.185,2010,5600 +"3223059206","20140627T000000",235000,3,1.75,1950,8712,"1",0,0,3,7,1950,0,1960,0,"98055",47.4391,-122.189,1820,11520 +"5102400025","20140625T000000",450000,2,1,1380,4390,"1",0,0,4,8,880,500,1931,0,"98115",47.6947,-122.323,1390,5234 +"0194000145","20150312T000000",745000,4,2.75,2410,5650,"1.5",0,0,5,8,2070,340,1909,0,"98116",47.5651,-122.391,1960,5650 +"5560000540","20140723T000000",223000,4,2,1200,8470,"1",0,0,4,7,1200,0,1961,0,"98023",47.3262,-122.338,1110,8400 +"3326049077","20140728T000000",630000,4,1.75,1770,12278,"1",0,0,3,7,1350,420,1937,0,"98115",47.7004,-122.295,1670,9336 +"3126049517","20140508T000000",413450,3,2.5,1540,1614,"3",0,0,3,8,1470,70,2008,0,"98103",47.6961,-122.341,1540,1418 +"2568200740","20140811T000000",720000,5,2.75,2860,5379,"2",0,0,3,9,2860,0,2005,0,"98052",47.7082,-122.104,2980,6018 +"2622059138","20150416T000000",339000,3,1.5,1740,21980,"1",0,0,4,7,1740,0,1973,0,"98042",47.3644,-122.132,1400,16100 +"6738700205","20150505T000000",1.1155e+006,4,3.5,2830,4000,"1.5",0,0,3,7,1840,990,1919,2014,"98144",47.5842,-122.292,2340,4000 +"1778350150","20140811T000000",839000,5,4,4280,11307,"2",0,0,3,10,2710,1570,1996,0,"98027",47.5503,-122.081,3080,11307 +"6613000930","20140902T000000",2.95e+006,4,3.25,3890,25470,"2",1,3,5,10,3030,860,1923,0,"98105",47.6608,-122.269,4140,19281 +"0324069058","20140530T000000",568000,4,2,2340,50233,"1",0,0,4,7,1170,1170,1966,0,"98075",47.5905,-122.022,2470,62290 +"4345300180","20150406T000000",269000,3,2,1410,10577,"1",0,0,3,7,1410,0,1994,0,"98030",47.3642,-122.187,1660,6757 +"7525100590","20150406T000000",382000,2,2,1350,2560,"1",0,0,4,8,1350,0,1974,0,"98052",47.6338,-122.106,1800,2560 +"0955000453","20150413T000000",574000,2,2.25,1100,1114,"2",0,0,3,8,900,200,2009,0,"98122",47.6199,-122.304,1230,1800 +"7852150720","20140922T000000",405000,3,2.5,2070,4697,"2",0,0,3,7,2070,0,2002,0,"98065",47.5307,-121.875,2230,4437 +"9545220100","20140728T000000",572000,3,2.5,2360,9938,"1",0,0,3,8,1690,670,1987,0,"98027",47.5374,-122.053,2280,9626 +"7504000230","20141205T000000",675000,4,2.25,2760,12100,"2",0,0,4,9,2760,0,1976,0,"98074",47.6285,-122.058,2850,12410 +"7657000540","20140902T000000",165000,4,1,1220,7980,"1.5",0,0,3,6,1220,0,1944,0,"98178",47.4924,-122.237,1210,7920 +"7657000540","20150304T000000",260000,4,1,1220,7980,"1.5",0,0,3,6,1220,0,1944,0,"98178",47.4924,-122.237,1210,7920 +"7893203770","20150304T000000",196000,3,1,1220,6719,"1",0,0,3,6,1220,0,1953,0,"98198",47.4187,-122.329,1580,7200 +"8035350120","20150224T000000",515000,3,2.5,3020,12184,"2",0,0,3,8,3020,0,2003,0,"98019",47.744,-121.976,2980,10029 +"8820902350","20141203T000000",810000,4,3.5,3470,7396,"2",0,3,3,8,2520,950,1979,0,"98125",47.7146,-122.279,2360,10541 +"5089700300","20150311T000000",365650,4,2.25,2380,7700,"2",0,0,4,8,2380,0,1977,0,"98055",47.4391,-122.194,2100,7700 +"7234601541","20140728T000000",651000,3,3,2260,1834,"2",0,0,3,8,1660,600,2002,0,"98122",47.6111,-122.308,2260,1834 +"7972603931","20141009T000000",240000,2,1,720,6345,"1",0,0,3,6,720,0,1943,0,"98106",47.5201,-122.35,720,6345 +"0318390180","20141029T000000",299000,3,2,1730,6007,"1",0,0,3,8,1730,0,2004,0,"98030",47.3573,-122.2,2000,6245 +"2597520900","20140804T000000",768000,3,2.5,2660,10928,"2",0,0,3,9,1830,830,1988,0,"98006",47.5442,-122.141,2800,10025 +"5652600556","20141028T000000",397380,2,1,1030,5072,"1",0,0,3,6,1030,0,1924,1958,"98115",47.6962,-122.294,1220,6781 +"8935100100","20140701T000000",476000,4,3,2890,6885,"1",0,0,3,7,1590,1300,1945,2015,"98115",47.6763,-122.282,2180,6885 +"4154301371","20150106T000000",315000,3,1,890,5200,"1",0,0,3,7,890,0,1957,0,"98118",47.559,-122.277,1420,6000 +"1105000787","20140926T000000",240000,3,2.25,1410,7290,"1",0,0,3,7,940,470,1980,0,"98118",47.5396,-122.274,1550,7375 +"2492201005","20140708T000000",325000,2,1,810,4080,"1",0,0,4,6,810,0,1941,0,"98126",47.5337,-122.379,1400,4080 +"9265410090","20141008T000000",160000,3,1.75,1370,8006,"2",0,0,3,7,1370,0,1990,0,"98001",47.258,-122.252,1530,8006 +"2619950740","20150109T000000",435000,3,2.5,2260,5100,"2",0,0,3,8,2260,0,2007,0,"98019",47.7341,-121.968,2260,5100 +"9412200330","20150410T000000",427500,3,1.75,1430,16200,"1",0,0,4,7,1430,0,1967,0,"98027",47.5223,-122.043,1690,13125 +"1079450410","20150417T000000",450000,5,2.5,2510,10240,"1",0,0,4,8,1410,1100,1984,0,"98059",47.4732,-122.141,2170,10500 +"9238900850","20140919T000000",688000,3,1.5,1760,4880,"1.5",0,3,3,8,1290,470,1928,0,"98136",47.5334,-122.388,1840,4998 +"2112701165","20150408T000000",285000,4,1,1430,3600,"1",0,0,3,6,980,450,1947,0,"98106",47.5343,-122.355,1170,4000 +"2767604067","20140820T000000",530000,3,3.25,1510,1125,"3",0,0,3,8,1510,0,2006,0,"98107",47.6711,-122.39,1390,1174 +"0522049122","20150402T000000",195000,4,1.75,1320,7694,"1",0,0,3,7,1320,0,1928,1972,"98148",47.4297,-122.325,1620,8468 +"8857600360","20140828T000000",250200,3,1.5,1180,7384,"1",0,0,5,7,1180,0,1959,0,"98032",47.3838,-122.287,1150,7455 +"4389200761","20150128T000000",1.1e+006,3,2.25,1560,8570,"1",0,0,5,7,1080,480,1977,0,"98004",47.6155,-122.21,2660,9621 +"6421000330","20141112T000000",732500,3,2.5,2470,10321,"2",0,0,3,9,2470,0,1988,0,"98052",47.6694,-122.141,2450,8440 +"2154900040","20141030T000000",194250,3,2.25,2190,8834,"1",0,0,3,7,1390,800,1987,0,"98001",47.2633,-122.244,1490,8766 +"0259801030","20150309T000000",526000,4,2,1610,8000,"1",0,0,3,7,1190,420,1966,0,"98008",47.6301,-122.118,1560,7896 +"0326049038","20150504T000000",520000,4,2.75,2700,9882,"2",0,0,3,7,2700,0,1958,1989,"98155",47.7671,-122.291,2250,10797 +"6384500590","20141113T000000",526000,3,1.75,1530,6125,"1",0,0,3,7,1120,410,1958,0,"98116",47.5687,-122.397,1360,6125 +"3023069166","20140708T000000",1.13525e+006,5,4,7320,217800,"2",0,0,3,11,7320,0,1992,0,"98058",47.4473,-122.086,3270,34500 +"3826000735","20140626T000000",202000,2,1,920,7569,"1",0,0,4,6,920,0,1950,0,"98168",47.4951,-122.302,1280,7627 +"7852110740","20141112T000000",645500,4,2.5,2990,8622,"2",0,0,3,9,2990,0,2000,0,"98065",47.5394,-121.875,2980,8622 +"3222049087","20150422T000000",570000,1,1,720,7540,"1",1,4,4,6,720,0,1905,0,"98198",47.3509,-122.323,1120,9736 +"0726049131","20150320T000000",325000,3,2,1750,9000,"1.5",0,0,4,5,1750,0,1936,0,"98133",47.7489,-122.35,1830,8100 +"9424400110","20141216T000000",725000,2,1,2410,5930,"2",0,0,3,9,1930,480,2007,0,"98116",47.5657,-122.395,1540,5892 +"0193300120","20141126T000000",192000,3,1.75,1240,10361,"1",0,0,3,6,1240,0,1987,0,"98042",47.37,-122.151,1240,8834 +"1245001751","20140709T000000",560000,2,1,1010,9219,"1",0,0,4,7,1010,0,1960,0,"98033",47.6886,-122.202,1610,9219 +"1386800054","20141201T000000",283450,5,2.75,2770,6116,"1",0,0,3,7,1490,1280,1979,0,"98168",47.4847,-122.291,1920,6486 +"6814600150","20140905T000000",863000,4,1.75,2800,5400,"1",0,0,3,9,1400,1400,1924,2006,"98115",47.6803,-122.313,1490,5400 +"9828200790","20141028T000000",815000,4,2,1400,4800,"2",0,0,3,7,1400,0,1986,0,"98122",47.6168,-122.298,1620,2595 +"9476200650","20150416T000000",245000,2,1,1020,7679,"1",0,0,5,6,1020,0,1942,0,"98056",47.4915,-122.188,1280,6497 +"9533600100","20141208T000000",1.315e+006,4,3,2860,10292,"1",0,0,4,8,2860,0,1953,1999,"98004",47.6286,-122.206,1840,10273 +"4139430410","20141107T000000",1.156e+006,4,3.5,4270,12305,"2",0,2,3,10,4270,0,1994,0,"98006",47.5489,-122.118,4190,13137 +"7852030330","20140903T000000",480000,3,2.5,2270,4488,"2",0,0,3,7,2270,0,1999,0,"98065",47.5329,-121.879,2360,4427 +"7202270930","20140606T000000",600000,4,2.5,2560,5593,"2",0,0,3,7,2560,0,2001,0,"98053",47.6886,-122.037,2800,5890 +"0223039254","20140624T000000",329950,2,1,900,5220,"1",0,0,4,6,900,0,1956,0,"98146",47.5105,-122.387,1480,6660 +"7843500090","20140822T000000",299500,4,2.5,2010,12085,"2",0,0,3,8,2010,0,1986,0,"98042",47.3406,-122.057,1910,12133 +"2491200330","20140918T000000",460000,3,2.5,1690,5131,"1",0,0,3,7,1690,0,1941,1998,"98126",47.5234,-122.38,860,5137 +"8113101582","20150415T000000",515000,5,3.5,2310,5249,"2",0,0,3,8,1560,750,2000,0,"98118",47.5463,-122.272,1900,7296 +"0993002225","20140623T000000",405000,3,2.25,1520,1245,"3",0,0,3,8,1520,0,2004,0,"98103",47.6907,-122.34,1520,1470 +"9530100921","20141027T000000",483000,4,1.5,1220,3780,"1.5",0,0,3,7,1220,0,1927,0,"98107",47.6667,-122.36,1400,3185 +"3235390100","20150203T000000",377000,4,2.5,2170,11511,"2",0,0,3,8,2170,0,1992,0,"98031",47.3886,-122.188,1900,8961 +"5122400025","20140708T000000",568000,4,1.75,2790,17476,"1",0,2,3,7,1450,1340,1956,0,"98166",47.4556,-122.369,2790,16401 +"9297300750","20141105T000000",355000,2,1.75,1760,4600,"1",0,0,4,7,850,910,1926,0,"98126",47.5654,-122.372,1150,4800 +"3856900590","20140806T000000",640000,4,1.75,2100,3000,"1.5",0,0,4,7,1500,600,1911,0,"98103",47.6721,-122.329,1690,4000 +"4024700100","20150121T000000",270000,4,1,1430,5909,"1",0,0,3,6,1070,360,1947,0,"98155",47.7623,-122.313,1460,8433 +"0114100131","20150114T000000",559950,5,3.5,2450,8193,"2",0,0,3,9,2450,0,2005,0,"98028",47.7721,-122.241,2310,8193 +"2296700330","20141014T000000",515000,4,3,1820,8261,"1",0,0,3,7,1420,400,1969,0,"98034",47.7197,-122.219,1920,7961 +"1995200215","20140826T000000",352000,4,1.75,1850,5712,"1",0,0,3,7,1850,0,1954,0,"98115",47.6966,-122.324,1510,6038 +"2287600035","20140625T000000",595888,3,1.75,1870,9000,"1",0,0,5,9,1870,0,1958,0,"98177",47.7203,-122.361,2030,8160 +"2923501130","20140722T000000",588000,4,2.25,2580,7344,"2",0,0,3,8,2580,0,1977,0,"98027",47.5647,-122.09,2390,7507 +"2485000076","20150122T000000",1.05e+006,4,3.25,3680,8580,"1",0,3,5,10,1840,1840,1959,0,"98136",47.5266,-122.387,2700,9100 +"9264921020","20140908T000000",260000,3,1.5,1750,7000,"2",0,0,3,8,1750,0,1983,0,"98023",47.3108,-122.346,1840,9305 +"5318100965","20150217T000000",1.6e+006,4,3.5,3890,3600,"2",0,0,3,9,2860,1030,2005,0,"98112",47.6342,-122.282,2460,6050 +"3501600215","20150414T000000",380000,2,1,1000,4800,"1",0,0,3,6,1000,0,1952,0,"98117",47.6926,-122.362,1000,4800 +"8682230610","20140602T000000",802000,2,2.5,2210,6327,"1",0,0,3,8,2210,0,2003,0,"98053",47.7114,-122.03,2170,6327 +"1337800665","20140811T000000",1.325e+006,4,3.25,2850,4800,"2.5",0,0,5,10,2700,150,1905,0,"98112",47.6292,-122.312,2850,4800 +"7960100220","20150416T000000",710000,4,2.75,2460,3600,"2",0,0,3,8,1640,820,1907,2007,"98122",47.6093,-122.297,1890,3600 +"1549500272","20140609T000000",600000,3,2.5,2630,77972,"2",0,0,3,9,2630,0,2004,0,"98019",47.745,-121.916,2250,75794 +"9547202380","20140902T000000",707900,3,1,1750,5355,"2",0,0,4,7,1750,0,1929,0,"98115",47.6792,-122.31,2240,4590 +"3518000180","20141120T000000",179950,2,1,1100,7323,"1",0,0,3,7,780,320,1982,0,"98023",47.2874,-122.37,1410,7227 +"6792100090","20140914T000000",683000,4,2.5,2620,10489,"2",0,0,3,9,2620,0,1990,0,"98052",47.6732,-122.143,2430,7701 +"5702330120","20140603T000000",222400,3,2,1200,9566,"1",0,0,3,7,1200,0,1995,0,"98001",47.2649,-122.252,1590,9518 +"1189000910","20140708T000000",517000,2,1.5,1920,3408,"1",0,0,4,7,960,960,1912,0,"98122",47.6118,-122.299,1130,3408 +"6204200590","20141029T000000",410000,3,2.75,1690,5763,"1",0,0,5,7,1180,510,1985,0,"98011",47.7336,-122.202,1560,7518 +"4443801340","20141006T000000",480000,3,1.75,1680,2552,"1",0,0,4,7,840,840,1952,0,"98117",47.6848,-122.391,1220,3880 +"2473370750","20150224T000000",430000,3,1.75,3440,10428,"1.5",0,0,5,8,3440,0,1974,0,"98058",47.449,-122.128,2160,8400 +"2644900109","20150427T000000",439950,5,1.75,2190,7500,"1",0,0,3,7,1290,900,1979,0,"98133",47.7766,-122.355,1790,8820 +"0293620220","20150421T000000",797500,4,2.5,3270,8223,"2",0,0,3,10,3270,0,1998,0,"98075",47.6018,-122.073,3460,8872 +"2624049115","20140710T000000",379000,4,1.5,1280,5460,"1.5",0,0,5,7,1080,200,1920,0,"98118",47.5348,-122.268,1470,5934 +"7942600910","20141216T000000",575000,1,1,1310,8667,"1.5",0,0,1,6,1310,0,1918,0,"98122",47.6059,-122.313,1130,4800 +"0643000110","20150325T000000",247500,3,1,1660,11060,"1",0,0,4,7,1110,550,1962,0,"98003",47.3311,-122.326,1890,11060 +"9485951460","20140623T000000",385000,4,2.75,2700,37011,"2",0,0,3,9,2700,0,1984,0,"98042",47.3496,-122.088,2700,37457 +"6378500230","20140520T000000",423000,4,1.75,1940,6909,"1",0,0,4,7,970,970,1941,0,"98133",47.7108,-122.352,1460,6906 +"0430000175","20141215T000000",550000,3,1.75,1520,5618,"1",0,0,3,7,1170,350,1953,0,"98115",47.68,-122.284,1550,5618 +"1493300115","20140910T000000",415000,4,1,1620,4329,"1.5",0,0,3,7,1620,0,1927,0,"98116",47.5728,-122.388,1220,5520 +"2024059059","20141010T000000",693000,3,2.25,2090,45535,"1",0,2,5,8,1280,810,1952,0,"98006",47.5538,-122.191,3090,12889 +"2922701085","20150327T000000",543000,2,1,1070,4700,"1",0,0,5,7,1070,0,1910,0,"98117",47.6887,-122.368,1370,4700 +"4058801780","20150327T000000",465000,5,1.75,2000,10246,"1",0,2,3,7,1200,800,1953,0,"98178",47.5084,-122.246,2340,9030 +"2114700384","20150427T000000",280000,3,2.5,1020,2217,"2",0,0,3,7,720,300,2004,0,"98106",47.5343,-122.348,1060,1524 +"9829201020","20141118T000000",1.388e+006,3,1.25,2400,6653,"3",0,2,3,11,2400,0,1992,0,"98122",47.6019,-122.29,1910,6653 +"6918720100","20150130T000000",665000,6,3,2480,9720,"2",0,0,3,8,2480,0,1972,0,"98007",47.6127,-122.145,2480,9200 +"1450100330","20150312T000000",237950,3,1.75,1310,7314,"1",0,0,5,6,1310,0,1960,0,"98002",47.2888,-122.221,1010,7314 +"0518000040","20150102T000000",440000,4,2.75,2420,10200,"1",0,0,3,8,1220,1200,1962,0,"98034",47.72,-122.236,2240,9750 +"4242900245","20150112T000000",618000,2,1,1890,4700,"1",0,0,4,7,1030,860,1928,0,"98107",47.6747,-122.391,2150,4700 +"1231001130","20141113T000000",572000,3,2.25,1860,4000,"1.5",0,0,5,7,1020,840,1920,0,"98118",47.5539,-122.267,1180,4000 +"7445000115","20140527T000000",725000,3,1.5,2500,4774,"1.5",0,2,3,7,1450,1050,1940,0,"98107",47.6567,-122.358,1300,4000 +"7802900504","20140625T000000",454000,3,1,1970,22144,"1",0,0,4,7,1970,0,1970,0,"98065",47.5234,-121.841,1970,13500 +"4317700085","20150122T000000",535000,4,1,1660,10656,"1.5",0,0,4,7,1180,480,1920,0,"98136",47.5391,-122.385,1120,8816 +"8732040580","20141218T000000",249000,3,2.5,1850,7200,"1",0,0,3,7,1500,350,1979,0,"98023",47.3063,-122.384,2140,7500 +"3223039149","20140709T000000",395000,4,2.75,1970,37026,"1",0,0,4,8,1970,0,1961,0,"98070",47.4375,-122.446,1970,51836 +"4073200757","20141231T000000",690000,3,2,1890,6620,"1",0,3,4,8,1890,0,1954,0,"98125",47.7016,-122.274,2590,7188 +"3226049054","20141003T000000",526500,3,1.5,1310,7236,"1",0,0,4,7,1170,140,1928,0,"98103",47.6944,-122.333,1680,8431 +"5490700035","20140807T000000",325000,4,1.5,1870,7220,"2",0,0,3,7,1870,0,1956,0,"98155",47.77,-122.319,1550,7592 +"9834200975","20150210T000000",495000,3,3,1520,4080,"2",0,0,5,7,1520,0,1948,0,"98144",47.572,-122.29,1320,4080 +"3305100210","20141021T000000",825000,5,3,3070,8474,"2",0,0,3,9,3070,0,2011,0,"98033",47.6852,-122.184,3070,8527 +"3123039042","20141223T000000",383000,3,1.5,1400,14850,"1.5",0,0,4,7,1400,0,1910,0,"98070",47.4471,-122.464,1350,14850 +"1105000360","20150428T000000",320000,3,1.75,1960,11931,"1",0,0,3,7,980,980,1954,0,"98118",47.5432,-122.272,1460,4498 +"1724079048","20141208T000000",475000,3,2.5,2680,87117,"1",0,0,3,7,1340,1340,1989,0,"98024",47.5646,-121.935,2580,87117 +"7437100770","20140521T000000",275000,3,2.5,2030,6326,"2",0,0,3,7,2030,0,1993,0,"98038",47.3491,-122.029,1810,6825 +"8925100115","20141015T000000",1.15e+006,2,2.25,2320,9300,"1.5",0,4,5,9,1920,400,1937,0,"98115",47.681,-122.273,2790,9300 +"4019300051","20141125T000000",455000,3,1.75,1760,11371,"1",0,0,5,8,1760,0,1959,0,"98155",47.7616,-122.273,2220,19884 +"5300200085","20140702T000000",262000,5,1,1870,7800,"1",0,0,3,7,1580,290,1962,0,"98168",47.5127,-122.321,1740,7808 +"9417400110","20140915T000000",390000,4,1,1280,4840,"1",0,0,3,7,940,340,1950,0,"98136",47.5477,-122.395,1360,4840 +"9264920870","20141023T000000",300000,3,2.25,1730,10030,"1",0,0,4,8,1730,0,1985,0,"98023",47.3108,-122.345,2090,8823 +"9169600209","20140820T000000",746300,3,1.75,2060,5721,"1",0,2,3,9,1140,920,1964,0,"98136",47.5268,-122.388,2060,8124 +"6123000090","20140908T000000",267000,3,1.5,1030,8223,"1",0,0,4,7,1030,0,1952,0,"98148",47.4282,-122.331,1460,9463 +"2592401080","20150402T000000",525000,3,2.5,1720,7950,"1.5",0,0,4,7,1720,0,1972,0,"98034",47.7178,-122.168,1790,7030 +"2423020090","20150424T000000",570000,3,1.75,1210,7350,"1",0,0,3,7,1210,0,1977,0,"98033",47.7,-122.172,1610,7313 +"2968801130","20141027T000000",360000,4,2.25,2620,8100,"1",0,0,4,7,1550,1070,1964,0,"98166",47.4564,-122.351,1650,8100 +"3325069064","20150326T000000",1.052e+006,3,1,1860,44431,"1",0,0,4,6,1860,0,1947,0,"98074",47.6057,-122.038,2000,44431 +"3629910210","20141103T000000",699950,3,2.5,2510,4106,"2",0,0,3,9,2510,0,2003,0,"98029",47.5494,-121.994,2470,4106 +"0622079089","20140616T000000",375000,4,2.5,2040,109336,"1.5",0,0,4,8,2040,0,1973,0,"98038",47.4193,-121.958,2370,133729 +"1919800090","20141215T000000",625000,4,1.75,2410,6770,"1",0,0,4,7,1220,1190,1924,0,"98103",47.6946,-122.336,1440,6770 +"9274200850","20141016T000000",464050,2,1,780,2750,"1",0,0,4,7,780,0,1928,0,"98116",47.5842,-122.388,1320,4440 +"1737320120","20140502T000000",470000,5,2.5,2210,9655,"1",0,0,3,8,1460,750,1976,0,"98011",47.7698,-122.222,2080,8633 +"2473100450","20140909T000000",330000,4,2,1590,9100,"1",0,0,3,7,1040,550,1967,2014,"98058",47.4465,-122.156,1670,9100 +"7923200150","20140915T000000",537000,4,1.75,2230,7957,"1",0,0,4,7,2230,0,1967,0,"98008",47.5859,-122.122,2230,8040 +"7524600120","20150305T000000",250000,3,2,1560,32137,"1",0,0,5,7,910,650,1976,0,"98092",47.3197,-122.117,1470,29150 +"0424069206","20150112T000000",835000,4,2.5,2950,48351,"2",0,0,3,10,2950,0,1986,0,"98075",47.5938,-122.048,2870,34417 +"9523103590","20150316T000000",770000,4,1,1480,3750,"1.5",0,0,4,7,1480,0,1912,0,"98103",47.6737,-122.354,1570,3750 +"0161000120","20141118T000000",650000,4,2,2850,4497,"1.5",0,1,3,7,1730,1120,1910,0,"98144",47.5876,-122.292,2450,6000 +"1623049241","20141107T000000",335000,3,1.75,2390,30409,"1",0,0,3,7,1560,830,1953,0,"98168",47.4789,-122.296,1750,13500 +"7229700165","20141202T000000",350000,3,1.75,1740,29597,"1",0,0,4,7,1740,0,1965,0,"98059",47.481,-122.115,1560,20741 +"3031200205","20140724T000000",415000,5,2.75,2060,8906,"1",0,0,4,7,1220,840,1978,0,"98118",47.5358,-122.289,1840,8906 +"2600100110","20141119T000000",788000,4,2.5,2680,8778,"2",0,0,4,8,2680,0,1977,0,"98006",47.5516,-122.161,2680,10020 +"5652601140","20141014T000000",640000,4,2.75,3150,7379,"1.5",0,0,4,7,2430,720,1915,0,"98115",47.6968,-122.3,1990,7379 +"2473530100","20140523T000000",388000,4,2.5,2440,7155,"2",0,0,3,8,2440,0,1993,0,"98058",47.4501,-122.126,2450,8109 +"3558900590","20141125T000000",360000,6,1.75,2230,10080,"1",0,0,3,7,1390,840,1969,0,"98034",47.7089,-122.201,2110,8475 +"3558900590","20150324T000000",692500,6,1.75,2230,10080,"1",0,0,3,7,1390,840,1969,0,"98034",47.7089,-122.201,2110,8475 +"8121100395","20140624T000000",425000,4,1.5,1600,6180,"1.5",0,0,3,6,1600,0,1946,0,"98118",47.5681,-122.285,1410,6180 +"8121100395","20150311T000000",645000,4,1.5,1600,6180,"1.5",0,0,3,6,1600,0,1946,0,"98118",47.5681,-122.285,1410,6180 +"7100000110","20150114T000000",340000,3,1,1580,8308,"1.5",0,0,3,7,1580,0,1948,0,"98146",47.5075,-122.379,1200,8308 +"0925069042","20150105T000000",713000,4,3.25,2840,54400,"1",0,0,4,8,2840,0,1984,0,"98053",47.6707,-122.045,2550,43560 +"7568700740","20140521T000000",430000,3,2.75,2550,11160,"2",0,0,3,8,2550,0,1994,0,"98155",47.7351,-122.323,1020,7440 +"7205510230","20150306T000000",280000,3,2.25,1700,7210,"1",0,0,4,7,1250,450,1974,0,"98003",47.3546,-122.318,2070,7300 +"9268700040","20150226T000000",215000,3,2,1470,2052,"1.5",0,0,3,7,1470,0,1986,0,"98003",47.3084,-122.331,1390,2052 +"2473480210","20140528T000000",306000,3,2.5,1680,11193,"2",0,0,3,8,1680,0,1984,0,"98058",47.4482,-122.125,2080,8084 +"4024100120","20140625T000000",299900,3,1,1110,8593,"1",0,0,3,7,1110,0,1979,0,"98155",47.7595,-122.309,1780,8593 +"4038200120","20140825T000000",534000,5,1.75,2120,8625,"1",0,0,3,7,1200,920,1959,0,"98008",47.6118,-122.131,1930,8625 +"4218400395","20140728T000000",1.16e+006,3,2.75,2380,5572,"2",0,4,3,9,1930,450,1939,0,"98105",47.6626,-122.271,3370,5500 +"0669000210","20140716T000000",1.165e+006,3,2.5,2670,5000,"2",0,3,5,9,2000,670,1942,1995,"98144",47.5855,-122.292,2320,5000 +"6018500015","20140711T000000",199990,2,1,890,6430,"1",0,0,3,6,890,0,1935,1997,"98022",47.2003,-121.996,1460,6430 +"2600140120","20140812T000000",946000,4,3,3140,9058,"1",0,0,3,9,2140,1000,1989,0,"98006",47.5462,-122.154,2760,10018 +"6381500090","20150220T000000",295000,4,1,1260,7800,"1.5",0,0,3,7,1260,0,1947,2007,"98125",47.7334,-122.307,1639,7492 +"4109600306","20150218T000000",475000,2,1,920,5157,"1",0,0,3,6,920,0,1909,0,"98118",47.5499,-122.269,1700,5150 +"2624079010","20150429T000000",750000,5,3.5,2990,212137,"2",0,0,3,8,2450,540,1994,0,"98024",47.5298,-121.887,1060,69260 +"7204200025","20141028T000000",1.225e+006,4,2.5,3120,49456,"2",1,4,4,9,2590,530,1974,1989,"98198",47.3535,-122.323,2030,32181 +"8856003525","20150323T000000",183500,3,1,1010,7520,"1",0,0,4,6,1010,0,1975,0,"98001",47.2699,-122.255,1370,8469 +"1695900025","20150327T000000",450000,2,1,1010,3627,"1",0,2,4,6,1010,0,1924,0,"98144",47.5873,-122.294,1630,4040 +"3331001285","20150108T000000",180000,3,1,1020,5500,"1.5",0,0,3,7,1020,0,1961,0,"98118",47.5502,-122.286,1160,5500 +"0239000155","20150105T000000",707000,5,4.5,3540,21217,"2",0,0,4,8,2940,600,1926,0,"98188",47.4274,-122.28,1290,12040 +"1721801280","20150304T000000",230000,2,0.75,900,3527,"1",0,0,3,6,900,0,1939,0,"98146",47.5083,-122.336,1220,4080 +"5557700210","20141209T000000",192500,3,1,1100,9750,"1",0,0,4,7,1100,0,1966,0,"98023",47.3248,-122.345,1190,9750 +"5416500040","20141017T000000",309000,3,2.5,1990,3614,"2",0,0,3,7,1990,0,2005,0,"98038",47.36,-122.039,1980,3800 +"3271300155","20141001T000000",759000,3,1.5,1980,5800,"1",0,0,4,8,1520,460,1949,0,"98199",47.6499,-122.413,2280,5800 +"3303980210","20150427T000000",1.115e+006,4,3.75,4040,14212,"2",0,0,3,11,4040,0,2002,0,"98059",47.5189,-122.147,3940,14212 +"1944900090","20140519T000000",462000,5,1.75,1250,10530,"1",0,0,4,7,1250,0,1966,0,"98007",47.6101,-122.138,1560,8190 +"7663700401","20141220T000000",229000,4,1.5,1820,22814,"1.5",0,0,3,7,1820,0,1920,0,"98125",47.7321,-122.296,1770,9150 +"5694500386","20141020T000000",399950,2,2.25,1140,1184,"2",0,0,3,8,1010,130,1999,0,"98103",47.659,-122.346,1140,1339 +"7227800180","20150403T000000",325000,5,2,1730,10532,"1",0,0,4,5,1730,0,1943,0,"98056",47.5076,-122.178,1940,8501 +"2767604558","20140721T000000",512000,2,2.25,1170,1313,"3",0,0,3,8,1170,0,2007,0,"98107",47.6712,-122.378,1310,1304 +"5422950040","20140725T000000",410000,5,2.75,2910,5802,"2",0,0,3,7,2910,0,2006,0,"98038",47.3591,-122.036,2910,5000 +"2660500283","20140624T000000",210000,2,1,970,5500,"1",0,0,3,7,970,0,1956,0,"98118",47.556,-122.291,1180,6000 +"3308010040","20140925T000000",325000,4,2.25,2130,8499,"1",0,0,4,7,1600,530,1975,0,"98030",47.3657,-122.21,1890,11368 +"5423030040","20150406T000000",685000,3,2.5,2520,10175,"1",0,0,3,8,1630,890,1979,0,"98027",47.5652,-122.089,2220,8388 +"8604900245","20140518T000000",488000,2,2,1360,4688,"1",0,0,3,7,780,580,1944,0,"98115",47.6874,-122.315,1340,4750 +"7349650230","20150302T000000",247500,3,2.25,1620,6000,"1",0,0,3,7,1280,340,1998,0,"98002",47.2835,-122.2,1710,6318 +"8902000175","20140620T000000",489000,4,2,2120,11479,"1",0,0,4,7,1060,1060,1940,0,"98125",47.7084,-122.303,1540,11000 +"0582000065","20141125T000000",725000,4,1.75,2700,6000,"1",0,0,4,8,1450,1250,1953,0,"98199",47.6539,-122.395,2080,6000 +"2123049194","20150409T000000",199950,3,1.5,1370,10317,"1.5",0,0,3,6,1370,0,1958,0,"98168",47.4731,-122.298,1370,9884 +"1830300090","20150401T000000",670000,5,3,2520,13001,"2",0,1,3,8,2010,510,1973,0,"98008",47.6385,-122.114,2170,8215 +"7522600110","20141229T000000",275000,3,2,1540,10410,"1",0,0,4,7,1540,0,1967,0,"98198",47.3662,-122.315,1590,7725 +"5457800740","20150407T000000",1e+006,3,1.75,2610,6360,"2",0,2,3,8,2130,480,1924,0,"98109",47.6287,-122.351,3010,6000 +"5115000100","20140523T000000",255000,3,2,1490,8371,"1.5",0,0,3,7,1490,0,1984,0,"98031",47.3962,-122.189,1350,7846 +"4038400150","20141113T000000",465000,3,1.75,2760,9137,"1",0,0,3,7,1380,1380,1960,0,"98007",47.6079,-122.132,1980,9137 +"1796500100","20150211T000000",259000,3,1.75,1260,3604,"1",0,0,3,7,1260,0,2012,0,"98042",47.3612,-122.103,1430,3767 +"8956000100","20141121T000000",695000,3,3.5,2630,4713,"2",0,2,3,9,2030,600,2008,0,"98027",47.5473,-122.016,2450,4187 +"3876313120","20150501T000000",505000,3,1.75,1800,7210,"1",0,0,3,7,1370,430,1976,0,"98072",47.7346,-122.17,1820,8100 +"6819100040","20140624T000000",631500,2,1,1130,2640,"1",0,0,4,8,1130,0,1927,0,"98109",47.6438,-122.357,1680,3200 +"5318101185","20141016T000000",630500,3,1,1180,3600,"1.5",0,0,3,7,1180,0,1926,0,"98112",47.6337,-122.28,1900,3600 +"0424069112","20140616T000000",999000,4,2.75,2800,19168,"2",0,0,3,10,2800,0,1992,0,"98075",47.5911,-122.037,2010,16020 +"2533300025","20140710T000000",740000,3,1.5,1830,4000,"1",0,0,4,7,1350,480,1910,0,"98119",47.6453,-122.371,1570,3672 +"5101404482","20140929T000000",650000,3,2.5,2220,6380,"1.5",0,0,4,8,1660,560,1931,0,"98115",47.6974,-122.313,950,6380 +"8682231210","20140805T000000",554000,2,2,1870,5580,"1",0,0,3,8,1870,0,2004,0,"98053",47.7101,-122.031,1670,4500 +"1525069021","20141201T000000",400000,3,2.5,2580,214315,"1.5",0,0,3,8,2580,0,1946,1986,"98053",47.6465,-122.024,2580,70131 +"5076700115","20150223T000000",529941,3,2,1660,10000,"1",0,0,4,7,1010,650,1961,0,"98005",47.5852,-122.174,2020,9720 +"3332000615","20141020T000000",310000,3,1,1330,3740,"1.5",0,0,3,6,1330,0,1903,0,"98118",47.5502,-122.274,1330,5053 +"3332000615","20150422T000000",389000,3,1,1330,3740,"1.5",0,0,3,6,1330,0,1903,0,"98118",47.5502,-122.274,1330,5053 +"5569620410","20140909T000000",731781,3,3,2630,4972,"2",0,0,3,9,2630,0,2006,0,"98052",47.693,-122.133,2880,4972 +"3009800015","20150422T000000",502501,2,1,1100,4750,"1",0,0,3,7,1100,0,1946,0,"98116",47.5772,-122.381,1830,4750 +"6189600040","20141117T000000",443000,3,1.75,1810,7950,"1",0,0,4,7,1810,0,1968,0,"98008",47.6236,-122.117,1680,7725 +"9834200365","20140815T000000",607000,3,2,2060,4080,"1",0,0,5,7,1060,1000,1921,0,"98144",47.574,-122.289,1400,4080 +"1959701800","20140702T000000",2.1475e+006,3,3.5,4660,5500,"2",0,4,5,10,3040,1620,1909,0,"98102",47.6465,-122.319,2980,5500 +"8917100153","20140910T000000",585000,4,2.5,2370,15200,"1",0,0,3,8,1660,710,1975,0,"98052",47.6295,-122.089,2360,13879 +"2344300180","20140619T000000",1.027e+006,3,2.5,2430,10500,"2",0,1,3,9,2430,0,1989,0,"98004",47.5818,-122.198,3440,12842 +"3216900100","20140612T000000",315000,3,2.5,1880,7000,"2",0,0,3,8,1880,0,1993,0,"98031",47.4206,-122.184,1880,7000 +"0425000065","20141021T000000",180000,2,1,1150,5695,"1",0,0,4,6,1150,0,1958,0,"98056",47.4989,-122.171,1150,5695 +"2426069085","20140513T000000",322500,3,2,1350,14200,"1",0,0,3,7,1350,0,1989,0,"98019",47.7315,-121.972,2100,15101 +"7199350600","20140602T000000",568500,3,2.75,2180,7519,"1",0,0,4,7,1310,870,1981,0,"98052",47.6959,-122.125,1510,7107 +"6909700040","20140611T000000",813000,4,2.75,3370,6675,"1",0,3,4,8,1920,1450,1948,0,"98144",47.5887,-122.291,2250,5550 +"4147200040","20150414T000000",1.085e+006,5,2.25,3650,13068,"1",0,0,4,10,1850,1800,1976,0,"98040",47.5458,-122.231,2760,13927 +"1062100100","20140626T000000",424000,4,2,2100,4857,"2",0,0,3,8,2100,0,1965,1984,"98155",47.7521,-122.279,1450,5965 +"2124049254","20140717T000000",235000,2,1,670,5600,"1",0,0,3,6,670,0,1903,0,"98108",47.5498,-122.304,1960,7176 +"6841700100","20140929T000000",740000,3,3.5,2420,4000,"2",0,0,5,9,1820,600,1907,0,"98122",47.6054,-122.295,2030,4550 +"7544800195","20140813T000000",415000,1,1,760,3000,"1",0,0,3,7,760,0,1900,0,"98122",47.6059,-122.303,1270,3000 +"8807810110","20140522T000000",432000,3,2.75,2200,14925,"1",0,0,3,6,1100,1100,1982,0,"98053",47.6606,-122.059,1520,14212 +"1126059201","20150504T000000",1.26889e+006,5,3.25,4410,35192,"2",0,2,3,12,3880,530,1990,0,"98072",47.7522,-122.13,4410,59677 +"1422200090","20140915T000000",676500,3,1.75,1300,2446,"1",0,3,3,8,880,420,1961,0,"98122",47.6071,-122.285,2440,5051 +"0871000065","20141120T000000",419000,2,1,720,4592,"1",0,0,4,6,720,0,1943,0,"98199",47.6534,-122.404,1030,5816 +"4054710090","20150320T000000",650000,3,2.5,2180,37042,"2",0,0,3,9,2180,0,1998,0,"98077",47.722,-122.026,2880,32688 +"8075400360","20140822T000000",239000,2,1,1130,15190,"1",0,0,4,7,1130,0,1954,0,"98032",47.3902,-122.283,1490,16920 +"9551202875","20140709T000000",900000,4,2.5,2230,4372,"2",0,0,5,8,1540,690,1935,0,"98103",47.6698,-122.334,2020,4372 +"4027700930","20150428T000000",330000,5,1.75,2100,7347,"1",0,0,3,7,1070,1030,1981,0,"98028",47.7751,-122.268,2170,9418 +"1535204165","20141204T000000",510000,3,1.75,2060,58341,"1",0,4,3,8,1100,960,1982,0,"98070",47.4193,-122.439,1230,14904 +"3303860590","20140627T000000",465000,4,2.5,3060,6000,"2",0,0,3,9,3060,0,2012,0,"98038",47.3689,-122.058,3040,6000 +"1925069066","20140623T000000",1.7e+006,3,2.75,2810,18731,"2",1,4,4,10,2810,0,1974,0,"98052",47.6361,-122.093,3120,14810 +"6137610540","20140827T000000",490000,3,2.25,2550,8588,"1",0,4,3,9,2550,0,1989,0,"98011",47.7711,-122.195,3050,8588 +"2525049263","20140709T000000",2.68e+006,5,3,4290,20445,"2",0,0,4,11,4290,0,1985,0,"98039",47.6217,-122.239,3620,22325 +"0126059310","20141130T000000",1e+006,3,2.25,3040,52302,"1",0,0,3,9,3040,0,2005,0,"98072",47.7635,-122.112,2070,38600 +"4254000540","20140708T000000",469950,4,2.75,2530,14178,"2",0,0,3,8,2530,0,1997,0,"98019",47.737,-121.955,2530,14055 +"5101405067","20140509T000000",536000,3,1.75,1300,5413,"1.5",0,0,3,7,1300,0,1925,1992,"98115",47.6988,-122.32,1590,6380 +"5468000180","20150305T000000",244950,4,2.5,1790,19177,"1",0,0,4,7,1790,0,1966,0,"98030",47.3617,-122.172,1760,11726 +"1930301220","20150417T000000",575000,3,1,1530,2400,"1",0,0,4,7,890,640,1928,0,"98103",47.6543,-122.354,1240,2400 +"9282801450","20150325T000000",361000,5,2.75,2380,7500,"1",0,0,3,7,1300,1080,1984,0,"98178",47.5009,-122.235,2400,6000 +"4037000925","20150327T000000",650000,5,2.25,2400,13450,"1",0,0,5,7,1200,1200,1957,0,"98008",47.6007,-122.117,1950,10361 +"3336000230","20150323T000000",230005,2,1,1030,6000,"1",0,0,2,7,830,200,1951,0,"98118",47.5291,-122.268,1770,5000 +"3621059043","20140527T000000",293000,4,2.5,3250,235063,"1",0,2,3,9,3250,0,1973,0,"98092",47.2582,-122.113,1600,44287 +"0126049231","20140516T000000",445000,3,3,1970,24318,"1",0,0,3,8,1970,0,2010,0,"98028",47.7651,-122.246,2150,14695 +"3331000220","20140814T000000",280000,4,1.5,1940,6386,"1",0,0,3,7,1140,800,1954,0,"98118",47.5533,-122.285,1340,6165 +"3904900230","20140716T000000",520000,3,2.25,1850,10855,"1",0,0,3,8,1370,480,1985,0,"98029",47.5696,-122.02,1850,8209 +"0525069133","20140805T000000",780000,4,3.25,3900,40962,"2",0,0,3,10,3900,0,1991,0,"98053",47.683,-122.063,1730,11775 +"2721049061","20140709T000000",625000,3,1.75,3160,76230,"1",0,0,4,8,2160,1000,1978,0,"98001",47.274,-122.287,1990,45789 +"5381000411","20150410T000000",239950,3,1.75,1440,7200,"1",0,0,3,7,1440,0,1986,0,"98188",47.4473,-122.284,1640,9167 +"0603000150","20140616T000000",335000,3,1.5,2040,6000,"1",0,0,3,7,1340,700,1957,0,"98118",47.5218,-122.286,1190,6000 +"3904960690","20150417T000000",612000,3,2.5,2120,7401,"2",0,0,3,8,2120,0,1989,0,"98029",47.5781,-122.018,2010,7972 +"7686202730","20140804T000000",200000,2,1,830,8000,"1",0,0,3,6,830,0,1954,0,"98198",47.4215,-122.318,1300,8000 +"9264910300","20140710T000000",345000,3,1.75,3140,8571,"1",0,0,4,8,1670,1470,1985,0,"98023",47.3074,-122.337,2590,7949 +"1437910090","20150128T000000",520000,4,2.5,2410,6440,"1",0,0,3,8,1550,860,1974,0,"98034",47.7153,-122.191,2330,6938 +"2652500740","20140618T000000",855000,4,2.25,2190,4080,"2",0,0,3,8,1800,390,1918,0,"98119",47.6425,-122.358,2100,4080 +"9274200735","20150507T000000",567500,4,1.75,2190,5060,"1",0,0,3,7,1190,1000,1950,0,"98116",47.5846,-122.387,1510,4600 +"1745000090","20141110T000000",208000,3,1.5,1210,7247,"1",0,0,4,7,1210,0,1967,0,"98003",47.328,-122.321,1370,7869 +"5101405338","20140821T000000",452000,3,1.75,1880,16239,"1",0,0,3,7,880,1000,1922,0,"98115",47.7004,-122.304,1260,7528 +"9348500220","20140728T000000",555000,3,3,2410,12183,"2",0,0,3,9,2410,0,1988,0,"98011",47.747,-122.177,2540,9979 +"1066600090","20140905T000000",519000,5,2.75,2620,8861,"1",0,0,5,8,1350,1270,1979,0,"98056",47.5226,-122.183,1940,10800 +"3331500455","20141203T000000",474950,3,2.25,1850,2575,"2",0,0,3,9,1850,0,2013,0,"98118",47.5525,-122.273,1080,4120 +"1427300120","20150121T000000",419000,3,2.25,1760,16418,"1",0,0,3,7,1190,570,1990,0,"98053",47.6525,-121.985,2260,20747 +"1861400068","20140911T000000",390000,2,1,860,1800,"1",0,0,3,7,860,0,1909,0,"98119",47.6334,-122.371,2160,3120 +"4040500100","20141020T000000",539000,7,2.25,2620,6890,"2",0,0,4,7,2620,0,1961,0,"98007",47.6123,-122.134,2070,7910 +"6117501250","20140801T000000",569000,4,1.75,2400,21196,"1",0,0,5,8,1590,810,1956,0,"98166",47.4282,-122.347,2200,19134 +"9523103990","20141208T000000",611000,3,1,1850,5000,"1.5",0,0,3,7,1850,0,1922,0,"98103",47.6727,-122.351,1850,5000 +"3221069054","20141028T000000",760000,3,2.5,4040,147856,"2",0,0,3,9,4040,0,2004,0,"98092",47.2711,-122.067,3000,125452 +"8838900032","20140518T000000",732000,3,2,1940,55756,"1",0,0,5,9,1940,0,1954,0,"98007",47.5913,-122.149,2330,10018 +"1455100355","20140708T000000",1.675e+006,3,2.5,3490,8343,"2",1,4,4,9,2150,1340,1939,1991,"98125",47.7265,-122.281,2990,13104 +"1853080120","20140903T000000",919950,5,2.75,3170,7062,"2",0,0,3,9,3170,0,2014,0,"98074",47.5937,-122.061,3210,6891 +"2806800120","20140610T000000",400000,4,2.5,2530,7563,"1",0,0,3,7,1440,1090,1978,0,"98011",47.7762,-122.21,1960,7811 +"3216000090","20140729T000000",785000,4,2.5,3230,21781,"2",0,0,3,9,3230,0,1993,0,"98053",47.6318,-122.01,3230,21780 +"1525059165","20140629T000000",835000,3,2.25,2120,54014,"2",0,0,4,9,2120,0,1964,0,"98005",47.6482,-122.159,3280,50690 +"8901000835","20150211T000000",640500,2,1.75,1640,6750,"1",0,0,4,8,1340,300,1939,0,"98125",47.7068,-122.308,1760,7490 +"8001400300","20150316T000000",310000,4,2.5,2130,9013,"2",0,0,3,8,2130,0,1988,0,"98001",47.3208,-122.273,2350,8982 +"1138000450","20141016T000000",355000,4,1,1440,7215,"1.5",0,0,3,7,1440,0,1969,0,"98034",47.7133,-122.212,1150,7215 +"2485000100","20140529T000000",685000,3,1.75,1940,7313,"1",0,1,4,8,1440,500,1960,0,"98136",47.5239,-122.387,2160,7200 +"7689600215","20141017T000000",202500,3,1,1120,8576,"1",0,0,3,6,1120,0,1943,0,"98178",47.4896,-122.248,1050,8812 +"7852010940","20150505T000000",540000,3,2.5,2400,5817,"2",0,0,3,8,2400,0,1998,0,"98065",47.5371,-121.87,2420,5817 +"0739980360","20141117T000000",295000,4,2.5,1810,4871,"2",0,0,3,8,1810,0,1999,0,"98031",47.4088,-122.192,1850,5003 +"1102001055","20150424T000000",518000,3,1,1270,6612,"1.5",0,3,3,7,1270,0,1927,0,"98118",47.5433,-122.264,2100,7680 +"2781250970","20150501T000000",250000,2,1.75,1350,4023,"1",0,0,3,7,1350,0,2005,0,"98038",47.3493,-122.023,1370,3570 +"3624079067","20140508T000000",330000,2,2,1550,435600,"1.5",0,0,2,7,1550,0,1972,0,"98065",47.5145,-121.853,1600,217800 +"4443800785","20141121T000000",481000,2,1,1620,3880,"1",0,0,4,7,920,700,1924,0,"98117",47.6855,-122.391,1330,3880 +"3303900090","20141023T000000",898000,3,2.25,2650,12845,"1",0,3,3,9,1770,880,1977,0,"98034",47.7209,-122.256,2650,12902 +"0686530530","20140804T000000",570000,5,1.75,2510,9750,"1.5",0,0,3,8,2510,0,1969,0,"98052",47.6635,-122.149,1900,9750 +"4254000220","20150307T000000",475000,4,2.5,2040,16200,"2",0,0,3,8,2040,0,1997,0,"98019",47.7366,-121.958,2530,15389 +"7575600610","20150209T000000",265000,3,2.5,1660,5250,"2",0,0,4,8,1660,0,1988,0,"98003",47.3541,-122.3,1630,5505 +"7631800110","20140918T000000",380000,3,2.5,1980,17342,"2",1,4,3,10,1580,400,1984,0,"98166",47.4551,-122.373,2060,17313 +"7732410120","20140819T000000",790000,4,2.5,2690,8036,"2",0,0,4,9,2690,0,1987,0,"98007",47.6596,-122.144,2420,8087 +"2493200040","20150312T000000",620000,2,2.25,2910,6110,"2",0,2,4,9,2910,0,1985,0,"98136",47.5279,-122.387,2090,5763 +"2568300040","20140819T000000",709050,4,3.5,2720,9000,"2",0,0,3,8,2670,50,1997,0,"98125",47.7034,-122.297,1960,7772 +"1781500385","20140806T000000",296500,3,1,1280,5100,"1",0,0,3,7,1280,0,1948,0,"98126",47.5259,-122.38,1380,7140 +"0626710220","20140813T000000",475000,3,2.5,2160,35912,"2",0,0,3,8,2160,0,1982,0,"98077",47.7273,-122.083,2230,35244 +"9414500230","20141022T000000",440000,3,2.25,1760,10835,"1",0,0,4,8,1290,470,1976,0,"98027",47.522,-122.048,2050,10488 +"6638900405","20141208T000000",405000,2,1,800,6016,"1",0,0,3,6,800,0,1942,0,"98117",47.6913,-122.369,1470,3734 +"7327902612","20150513T000000",269500,2,1,930,4000,"1",0,0,3,6,730,200,1943,0,"98108",47.5321,-122.323,1100,5000 +"7923600330","20141119T000000",520000,5,1.75,2040,5280,"1",0,0,4,7,1020,1020,1961,0,"98007",47.5941,-122.144,1720,7344 +"2011400782","20140804T000000",229500,1,1,1180,22000,"1",0,2,3,6,1180,0,1948,0,"98198",47.4007,-122.323,1890,11761 +"0821049149","20141009T000000",335000,4,1.75,2000,10890,"1",0,0,4,7,1390,610,1961,0,"98003",47.3203,-122.321,1520,9250 +"4054700300","20141021T000000",680000,4,2.75,3310,50951,"2",0,0,3,9,3310,0,1998,0,"98077",47.7249,-122.027,3230,39340 +"3931900580","20150313T000000",1.389e+006,4,3.5,3130,3900,"2",0,0,3,9,2550,580,2008,0,"98115",47.6849,-122.327,1830,3900 +"2485000165","20141215T000000",740000,4,2.5,2300,9900,"1",0,2,3,8,1600,700,1961,0,"98136",47.5256,-122.385,2510,7500 +"1117000150","20150317T000000",270000,3,2.25,2140,9990,"1",0,0,4,8,2140,0,1962,0,"98003",47.3484,-122.298,2060,9990 +"4321200600","20150504T000000",510000,4,2,2210,5572,"1.5",0,3,3,7,1760,450,1911,0,"98126",47.5727,-122.376,1760,4713 +"0123039364","20140521T000000",300000,2,1,970,13700,"1",0,0,3,6,970,0,1949,0,"98106",47.515,-122.362,1570,10880 +"2175100205","20150323T000000",1.29889e+006,5,2.25,2690,10800,"1",0,3,4,8,2020,670,1956,0,"98040",47.5821,-122.247,3380,9134 +"8813400165","20140819T000000",675000,4,2,1890,5188,"1.5",0,0,4,7,1670,220,1940,0,"98105",47.6633,-122.287,1800,4848 +"2597531020","20141104T000000",925850,6,3.25,3140,14923,"2",0,0,3,10,3140,0,1991,0,"98006",47.5411,-122.133,2980,10758 +"0723069013","20140718T000000",255500,2,1,1440,43560,"1",0,0,4,7,1150,290,1965,0,"98027",47.4916,-122.082,1870,56628 +"1137800230","20140514T000000",450000,3,2.5,2910,17172,"2",0,0,3,10,2910,0,1989,0,"98003",47.2789,-122.331,2910,20048 +"3221069057","20141105T000000",280000,3,1,1310,22652,"1",0,0,3,7,1310,0,1968,0,"98092",47.2574,-122.072,1600,103672 +"3832500230","20150105T000000",245000,4,2.25,2140,8800,"2",0,0,4,7,2140,0,1963,0,"98032",47.3655,-122.291,2060,9790 +"1138010220","20150317T000000",344950,3,1,1090,6712,"1",0,0,4,7,1090,0,1972,0,"98034",47.7155,-122.211,1440,7350 +"3205500230","20140811T000000",381000,3,1.75,1330,7216,"1",0,0,3,7,1330,0,1969,0,"98034",47.7199,-122.18,1500,8000 +"4389201241","20141230T000000",1.945e+006,4,4,4690,6900,"2",0,0,3,11,3480,1210,2001,0,"98004",47.6165,-122.216,2800,11240 +"9808700025","20150211T000000",1.5e+006,3,1.5,1910,21374,"1",0,0,1,8,1910,0,1955,0,"98004",47.6453,-122.214,2850,16167 +"4399210110","20140619T000000",232603,3,1.75,1750,11461,"2",0,0,4,7,1750,0,1976,0,"98002",47.3173,-122.21,2140,11276 +"7972602490","20141212T000000",220000,5,2.5,1760,10200,"1.5",0,0,3,6,1760,0,1925,0,"98106",47.5271,-122.351,1370,7620 +"2128000180","20140811T000000",600000,4,1.75,1810,7700,"1",0,0,5,8,1390,420,1977,0,"98033",47.6976,-122.169,2080,7700 +"4345000090","20141105T000000",239000,3,2.5,1360,5754,"2",0,0,3,7,1360,0,1994,0,"98030",47.3645,-122.183,1360,7050 +"6413100242","20140826T000000",400000,3,1.75,1730,9211,"1",0,0,3,8,1730,0,1961,0,"98125",47.7149,-122.322,1440,9211 +"4218400455","20140708T000000",2.18e+006,6,2.75,4710,11000,"2",0,3,3,10,3690,1020,1931,0,"98105",47.6622,-122.272,2950,5300 +"1568100220","20140908T000000",350000,3,1,1010,8551,"1",0,0,5,7,1010,0,1953,0,"98155",47.7351,-122.295,1310,8504 +"1626069220","20140905T000000",562000,3,2.5,2400,97138,"2",0,0,5,8,2400,0,1983,0,"98077",47.7361,-122.046,2230,54450 +"3342103149","20140910T000000",380000,3,1.5,1540,8400,"1",0,0,5,7,1540,0,1968,0,"98056",47.5237,-122.199,1690,7689 +"8127700410","20141015T000000",511200,4,1.75,1480,7875,"1",0,0,3,7,740,740,1927,0,"98199",47.643,-122.397,1680,5851 +"3629970090","20141014T000000",680000,4,2.5,2520,5000,"2",0,0,3,9,2520,0,2004,0,"98029",47.5524,-121.992,2910,5001 +"8910500237","20140726T000000",350000,3,3.25,1210,941,"2",0,0,3,8,1000,210,2002,0,"98133",47.7114,-122.356,1650,1493 +"0621069218","20150219T000000",410000,5,2.5,2670,184140,"1",0,0,3,8,1410,1260,1980,0,"98042",47.3429,-122.097,1860,35719 +"3394100230","20140522T000000",1.05e+006,4,2.5,3030,12590,"1.5",0,0,4,10,3030,0,1988,0,"98004",47.5806,-122.193,2980,11635 +"8682211030","20141028T000000",391265,3,2,1440,3900,"1",0,0,3,8,1440,0,2002,0,"98053",47.7022,-122.021,1350,3900 +"5427100150","20140626T000000",1.41e+006,4,2.25,3250,16684,"2",0,0,3,9,3250,0,1979,0,"98039",47.6334,-122.229,2890,16927 +"7579200600","20150428T000000",575000,3,2,1750,5750,"1",0,2,5,7,870,880,1956,0,"98116",47.5579,-122.384,1750,5750 +"7302000610","20150508T000000",316000,4,1.5,2120,46173,"2",0,0,3,7,2120,0,1974,0,"98053",47.6503,-121.968,2000,46173 +"3004800175","20150416T000000",165000,3,1,1050,5156,"1.5",0,0,3,7,1050,0,1919,0,"98106",47.5169,-122.358,1050,5502 +"2397101055","20140812T000000",850000,3,2.25,1950,3600,"1.5",0,0,5,8,1430,520,1911,0,"98119",47.637,-122.363,1950,3600 +"2354300845","20140804T000000",210000,3,1,1020,6000,"1",0,0,3,5,1020,0,1900,0,"98027",47.5281,-122.031,2070,7200 +"0984220330","20140824T000000",325000,4,2.5,1820,9161,"1",0,0,4,7,1220,600,1975,0,"98058",47.4333,-122.168,1860,7650 +"7273100026","20150407T000000",682000,4,2.5,2390,53941,"2",0,0,3,8,2390,0,1989,0,"98053",47.7066,-122.08,2610,104108 +"6386200100","20140718T000000",430000,3,2.5,1400,7508,"2",0,0,4,7,1400,0,1987,0,"98034",47.7233,-122.167,1710,7700 +"9324800025","20141125T000000",325500,3,1.5,1540,8110,"1",0,0,4,7,1190,350,1959,0,"98125",47.7329,-122.291,1290,8110 +"4058800930","20140720T000000",385000,3,1.75,2370,6360,"1",0,3,3,7,1280,1090,1954,0,"98178",47.5039,-122.24,1990,6360 +"1972201161","20150323T000000",435000,1,1,670,1800,"1",0,0,5,6,670,0,1905,0,"98103",47.654,-122.35,1330,3360 +"2202500025","20140721T000000",550000,4,1,2420,15520,"2",0,0,4,7,2420,0,1945,0,"98006",47.5744,-122.137,1630,9965 +"4077800258","20141009T000000",400000,3,1,1000,7800,"1",0,0,4,6,860,140,1930,0,"98125",47.7098,-122.283,1700,7800 +"2558700220","20140721T000000",503000,4,2.75,2100,7350,"1",0,0,5,7,1240,860,1978,0,"98034",47.7194,-122.172,2490,7350 +"0290200230","20140819T000000",676000,4,2.5,2800,5368,"2",0,0,3,8,2800,0,2003,0,"98074",47.6076,-122.053,2790,5368 +"1951100100","20141113T000000",180000,3,1,940,11055,"1.5",0,0,4,7,940,0,1959,0,"98032",47.3732,-122.295,1420,9100 +"9499200220","20140611T000000",234000,3,2,1640,5280,"1.5",0,0,5,6,1640,0,1910,0,"98002",47.3089,-122.213,1160,7875 +"0999000215","20140512T000000",734200,4,2.5,2760,5000,"1.5",0,0,5,7,1680,1080,1928,0,"98107",47.6726,-122.371,1850,5000 +"0822069118","20140729T000000",920000,3,3.25,3660,66211,"2",0,0,3,10,3660,0,2003,0,"98038",47.4087,-122.062,3660,107153 +"2425049066","20140616T000000",1.92e+006,4,2.5,3070,34412,"1",0,3,4,9,2070,1000,1950,0,"98039",47.64,-122.24,3780,27940 +"7950700110","20141209T000000",224000,3,1.75,1100,10125,"1",0,0,4,7,1100,0,1969,0,"98092",47.3232,-122.103,1520,10125 +"9253900408","20150408T000000",1.4e+006,3,2.75,3130,19530,"1",1,4,3,8,1690,1440,1947,1984,"98008",47.5895,-122.111,2980,18782 +"3313600077","20140919T000000",185000,3,1,1320,7155,"1",0,0,4,6,1320,0,1961,0,"98002",47.2857,-122.22,1070,8100 +"0452001540","20140818T000000",554600,3,1.75,1470,5000,"1.5",0,0,5,7,1470,0,1900,0,"98107",47.6755,-122.369,1530,5000 +"3832710210","20140825T000000",268000,3,1.75,1480,8009,"1",0,0,3,7,980,500,1980,0,"98032",47.3657,-122.28,1790,7678 +"8563000300","20140915T000000",675000,4,2.25,2260,8715,"1",0,0,4,8,1530,730,1976,0,"98008",47.6237,-122.106,2220,8650 +"1313000650","20140711T000000",620000,4,2.25,2210,10039,"1",0,0,4,8,1710,500,1967,0,"98052",47.634,-122.101,2070,10965 +"3424069066","20140521T000000",396450,3,1.75,1540,12446,"1",0,0,5,8,1540,0,1967,0,"98027",47.5172,-122.027,1330,11508 +"2206500300","20140820T000000",565000,5,1.75,1910,9720,"1",0,0,4,7,1390,520,1955,0,"98006",47.5772,-122.159,1750,9720 +"3083001095","20140824T000000",410000,3,1.75,1760,3520,"1",0,0,3,7,1160,600,1966,0,"98144",47.5773,-122.303,1840,5000 +"0809002290","20140519T000000",1.19e+006,4,3,2240,6000,"1.5",0,0,4,8,1270,970,1914,0,"98109",47.6369,-122.35,2240,4250 +"6669070220","20140821T000000",716125,3,2.25,2110,7279,"1",0,0,4,9,2110,0,1984,0,"98033",47.6669,-122.17,2130,7279 +"2325069054","20140521T000000",225000,2,1,1396,111949,"1",0,0,3,7,1396,0,1940,1997,"98053",47.6374,-122.007,2020,111949 +"8820901792","20140711T000000",640000,4,2.75,3040,7274,"2",0,3,3,9,2320,720,1986,0,"98125",47.7184,-122.28,2830,10080 +"3488300110","20140910T000000",374000,2,1,1140,5650,"1",0,1,3,6,980,160,1920,0,"98116",47.5634,-122.391,1220,5700 +"3971700330","20150415T000000",415000,4,2,1780,12161,"1",0,0,5,7,1160,620,1950,0,"98155",47.7746,-122.323,1780,8170 +"5561400220","20140819T000000",592500,4,2.5,3370,35150,"1",0,0,5,8,1770,1600,1993,0,"98027",47.461,-122.002,2920,41241 +"2979800762","20140904T000000",365000,3,2.5,1484,1761,"3",0,0,3,7,1484,0,2003,0,"98115",47.6844,-122.317,1484,4320 +"6600220300","20140914T000000",600000,4,2.5,2230,12753,"1",0,0,4,7,1180,1050,1981,0,"98074",47.6297,-122.033,1860,12753 +"2817910220","20141216T000000",465000,4,2.5,2820,39413,"2",0,0,4,9,2820,0,1989,0,"98092",47.3064,-122.1,2910,39413 +"7696620100","20150422T000000",254999,3,1,1580,7560,"1",0,0,4,7,1000,580,1976,0,"98001",47.3318,-122.277,1580,7560 +"7760400900","20140916T000000",279000,4,2.5,2040,8076,"2",0,0,3,7,2040,0,1994,0,"98042",47.3691,-122.074,2040,8408 +"3353404265","20141231T000000",460000,3,2.5,2720,40813,"2",0,0,3,8,2720,0,2001,0,"98001",47.2619,-122.271,2250,40511 +"9828702666","20140728T000000",507000,4,2.25,1490,956,"2",0,0,3,7,1020,470,2005,0,"98122",47.6184,-122.301,1510,1350 +"1823059223","20140520T000000",291000,3,1.75,1560,9788,"1",0,0,3,7,1560,0,1964,0,"98178",47.4876,-122.226,1840,11180 +"2197600388","20141202T000000",350000,2,1.5,830,1077,"2",0,0,3,7,830,0,2006,0,"98122",47.6058,-122.319,830,1366 +"4239400300","20141129T000000",90000,3,1,980,2490,"2",0,0,4,6,980,0,1969,0,"98092",47.317,-122.182,980,3154 +"1328300820","20140806T000000",329000,3,1.75,1980,7000,"1",0,0,4,8,1360,620,1977,0,"98058",47.4442,-122.129,1880,7200 +"7805450870","20140814T000000",909000,4,2.5,3680,11648,"2",0,0,3,10,3680,0,1986,0,"98006",47.5604,-122.107,2830,11251 +"0419000035","20141015T000000",187000,2,1,860,5400,"1",0,0,4,5,860,0,1953,0,"98056",47.492,-122.171,960,5400 +"3131201105","20140709T000000",580000,3,1.75,1850,5100,"1",0,0,3,7,1020,830,1909,0,"98105",47.6605,-122.326,1850,5100 +"0112900110","20140903T000000",345000,3,2.5,1620,5992,"2",0,0,3,7,1620,0,2001,0,"98019",47.736,-121.965,1620,4644 +"5249802240","20140515T000000",497000,4,2.5,2240,7200,"2",0,0,3,8,2240,0,1995,0,"98118",47.5636,-122.275,1860,6600 +"7950302345","20140815T000000",345000,3,1,1010,3060,"1.5",0,0,3,6,1010,0,1904,0,"98118",47.5657,-122.285,1330,4590 +"2473371570","20141119T000000",313500,3,1.75,1610,7350,"1",0,0,3,8,1610,0,1974,0,"98058",47.4503,-122.131,2120,7350 +"3982700088","20150402T000000",910000,3,2.5,2720,7250,"2",0,0,3,9,2720,0,1990,0,"98033",47.6894,-122.195,2870,7250 +"3448000755","20140604T000000",399950,3,1.5,2080,5244,"1",0,0,3,7,1190,890,1959,0,"98125",47.7144,-122.293,1850,6982 +"1446400615","20140527T000000",268000,4,2,1930,6600,"1",0,0,4,7,1030,900,1967,0,"98168",47.482,-122.332,1220,6600 +"2484700145","20141229T000000",559000,4,1.75,2250,8458,"1",0,0,3,8,1450,800,1954,0,"98136",47.5235,-122.383,1950,7198 +"1753500100","20140709T000000",309000,3,2.25,1980,8755,"1",0,0,4,7,1300,680,1963,0,"98198",47.3922,-122.321,2030,8671 +"7853300770","20140609T000000",410000,3,2.5,1960,4400,"2",0,0,3,7,1960,0,2006,0,"98065",47.5384,-121.889,2060,4400 +"7236100015","20140520T000000",259000,3,1,1320,8625,"1",0,0,4,7,1320,0,1957,0,"98056",47.4902,-122.179,1370,8295 +"1959701695","20141124T000000",950000,5,2,2940,5500,"2",0,0,4,9,2340,600,1909,0,"98102",47.6466,-122.321,2940,5500 +"4024101421","20141202T000000",320000,4,1,1460,7200,"1.5",0,0,4,7,1460,0,1955,0,"98155",47.7602,-122.306,1690,7357 +"0327000165","20150413T000000",1.15e+006,4,2.5,2330,30122,"1",0,1,3,8,1490,840,1951,0,"98115",47.6843,-122.267,2430,6726 +"7893800534","20141124T000000",394250,3,2,2620,10107,"1",0,3,3,7,2620,0,1982,0,"98198",47.4096,-122.329,1730,7812 +"6430500191","20141106T000000",315000,1,1,700,3876,"1",0,0,3,6,700,0,1910,0,"98103",47.6886,-122.352,1150,3952 +"2354300835","20141224T000000",480000,2,2,1140,12000,"1",0,0,3,6,1140,0,1943,0,"98027",47.5277,-122.031,1880,6125 +"9510300220","20140804T000000",556000,3,2.5,2750,35440,"2",0,0,3,9,2750,0,1994,0,"98045",47.4745,-121.723,2710,35440 +"7852130410","20141027T000000",450000,3,2.5,2480,5647,"2",0,0,3,7,2480,0,2002,0,"98065",47.5355,-121.88,2510,5018 +"5101406522","20141001T000000",420000,3,1.5,1130,5413,"1",0,0,3,7,940,190,1946,0,"98125",47.7021,-122.32,1400,7168 +"2768200090","20150317T000000",890000,6,3.75,2770,5000,"1",0,0,3,8,1870,900,1969,0,"98107",47.669,-122.365,1570,2108 +"1761300650","20141006T000000",295000,4,2,1710,8814,"1",0,0,5,7,1030,680,1975,0,"98031",47.395,-122.174,1710,7272 +"1081330210","20140911T000000",410000,4,2.25,2150,27345,"2",0,0,5,8,2150,0,1976,0,"98059",47.469,-122.121,2200,11923 +"4137070090","20140611T000000",308900,3,2.5,2250,7294,"2",0,0,3,8,2250,0,1994,0,"98092",47.2636,-122.212,2140,7363 +"0327000100","20141022T000000",1.161e+006,4,2.5,2960,26742,"1",0,3,3,8,1480,1480,1949,1996,"98115",47.6846,-122.268,2500,9460 +"8682281510","20150128T000000",665000,2,2.5,2300,6984,"1",0,0,3,8,2300,0,2006,0,"98053",47.7087,-122.015,1820,4950 +"3297700100","20140903T000000",577000,3,1.75,1740,5500,"1",0,0,5,7,970,770,1953,0,"98116",47.577,-122.395,1740,7250 +"7518506717","20140917T000000",959000,3,2.5,2830,3750,"3",0,0,3,10,2830,0,2014,0,"98117",47.6799,-122.385,1780,5000 +"0065000210","20140626T000000",471000,2,1.75,1240,6417,"1",0,0,5,7,1240,0,1924,0,"98126",47.5439,-122.379,1800,6417 +"3905040590","20150421T000000",560000,3,2.5,2180,7169,"2",0,0,3,8,2180,0,1990,0,"98029",47.5714,-122.002,2150,5914 +"5451210150","20140514T000000",955000,5,2.25,2510,9887,"2",0,0,3,8,2510,0,1972,0,"98040",47.5339,-122.223,2510,10006 +"1778360150","20140620T000000",1.24e+006,7,5.5,6630,13782,"2",0,0,3,10,4930,1700,2004,0,"98006",47.5399,-122.118,4470,8639 +"6649900301","20141231T000000",579000,3,2.5,2300,18540,"1",0,0,3,8,1800,500,1961,0,"98177",47.7767,-122.369,2460,18540 +"9264901490","20150428T000000",335000,4,2.25,3220,7889,"2",0,0,3,8,3220,0,1978,0,"98023",47.3112,-122.339,2120,7651 +"7853220910","20140915T000000",485000,3,2.5,2270,7887,"2",0,2,3,8,2270,0,2004,0,"98065",47.5326,-121.855,2550,7133 +"9346700150","20140702T000000",552000,3,2.5,1840,9900,"1",0,0,3,9,1840,0,1978,0,"98007",47.6131,-122.151,2730,9900 +"2327000110","20140714T000000",950000,4,3.25,3820,15293,"2",0,0,3,10,3820,0,2003,0,"98074",47.6097,-122.017,2790,7142 +"7137900490","20150316T000000",203700,3,2,1660,7958,"1",0,0,3,7,1130,530,1983,0,"98092",47.3187,-122.171,1550,7647 +"9264960850","20140709T000000",412000,4,3.5,3360,9767,"2",0,0,3,9,2450,910,1990,0,"98023",47.3047,-122.347,2580,8757 +"1545808960","20150106T000000",237500,3,2,1350,8960,"1",0,0,4,7,1350,0,1986,0,"98038",47.3614,-122.045,1470,8288 +"0486000085","20140815T000000",866800,4,3.5,2970,5000,"2",0,2,3,9,2200,770,2001,0,"98117",47.6772,-122.399,1470,4560 +"7977200945","20150310T000000",425000,3,1,1000,5100,"1",0,0,3,7,860,140,1946,0,"98115",47.6857,-122.293,1000,5100 +"3056700150","20140625T000000",200000,3,2,1190,6833,"1",0,0,3,7,1190,0,1995,0,"98092",47.3191,-122.18,1540,8000 +"7896300150","20140929T000000",280000,3,1.75,1670,6034,"1",0,0,3,7,990,680,1957,0,"98118",47.5209,-122.286,1230,6034 +"7399100210","20141126T000000",140000,3,1.5,1200,2002,"2",0,0,3,8,1200,0,1966,0,"98055",47.4659,-122.189,1270,1848 +"2473370110","20141114T000000",370000,5,2.5,2250,10400,"1",0,0,3,8,1280,970,1973,0,"98058",47.4501,-122.139,2140,9592 +"2770605420","20140916T000000",550000,2,0.75,1040,4000,"1",0,0,3,7,930,110,1909,0,"98119",47.6489,-122.372,1700,4800 +"7856400300","20140702T000000",1.4116e+006,2,2.5,3180,9400,"2",0,4,5,10,2610,570,1985,0,"98006",47.5617,-122.158,3760,9450 +"7856400300","20150322T000000",1.505e+006,2,2.5,3180,9400,"2",0,4,5,10,2610,570,1985,0,"98006",47.5617,-122.158,3760,9450 +"7923700330","20140528T000000",510000,4,1.5,2040,8800,"1",0,0,4,7,1020,1020,1961,0,"98007",47.5965,-122.139,1490,8800 +"5632500110","20140716T000000",351000,3,1,1160,10518,"1",0,0,3,7,1160,0,1960,0,"98028",47.7343,-122.22,1670,9380 +"0723049219","20150325T000000",210000,3,1,880,10800,"1",0,0,3,6,880,0,1942,0,"98146",47.4949,-122.338,1100,8820 +"2320069111","20150507T000000",449999,4,1.75,2290,36900,"1.5",0,2,5,7,1690,600,1938,0,"98022",47.2034,-122.003,2170,12434 +"7972604345","20140519T000000",137000,3,1,950,7620,"1",0,0,3,6,950,0,1954,0,"98106",47.5178,-122.346,1260,7620 +"3222069156","20141217T000000",270000,3,1,1010,14510,"1",0,0,5,7,1010,0,1974,0,"98042",47.3437,-122.078,2020,44866 +"1722069097","20141229T000000",540000,3,2.5,3100,100188,"1",0,0,4,7,1820,1280,1981,0,"98038",47.3928,-122.066,2430,104979 +"4022905473","20141205T000000",565000,5,3,2560,12480,"1",0,0,3,8,1590,970,2012,0,"98155",47.7657,-122.284,2500,17299 +"5318101695","20150409T000000",940000,4,1.5,2430,3600,"2.5",0,0,3,8,2430,0,1980,0,"98112",47.6351,-122.285,2020,4800 +"5216200090","20140616T000000",385000,2,1,830,26329,"1",1,3,4,6,830,0,1928,0,"98070",47.4012,-122.425,2030,27338 +"9526500090","20140822T000000",400000,3,3,2090,7634,"1",0,0,3,8,1450,640,2001,0,"98019",47.7408,-121.974,2090,9600 +"0423059039","20150321T000000",365000,3,2,2030,8649,"1",0,0,3,7,2030,0,1998,0,"98056",47.5082,-122.166,1760,7200 +"6909700437","20140522T000000",353250,2,1,1060,1600,"2",0,0,3,7,1060,0,1979,0,"98144",47.5888,-122.294,1360,3360 +"1205000215","20150429T000000",455000,2,1.5,1090,6750,"1",0,0,3,7,950,140,1942,0,"98117",47.6836,-122.397,1640,6750 +"3223039229","20140527T000000",475000,4,3.5,3400,234352,"2",0,0,3,8,2500,900,1991,0,"98070",47.4335,-122.449,1300,39639 +"4077800474","20141124T000000",571500,4,1.75,1920,7455,"1",0,0,4,7,960,960,1939,1964,"98125",47.7106,-122.286,1920,7455 +"1604600227","20150328T000000",441000,2,1,1150,3000,"1",0,0,3,6,780,370,1915,0,"98118",47.5624,-122.291,1150,5000 +"9542200220","20150213T000000",810000,6,2.75,3970,9500,"1",0,0,4,10,2180,1790,1970,0,"98005",47.5956,-122.178,2490,9775 +"6600220490","20150409T000000",550000,3,2.25,1880,11556,"2",0,0,3,8,1880,0,1987,0,"98074",47.6283,-122.032,1880,12000 +"2138700141","20140702T000000",736000,2,1,1500,4000,"1",0,0,3,8,1100,400,1933,0,"98109",47.6409,-122.353,1980,4000 +"4046600820","20150224T000000",375000,3,1.75,2190,17550,"1",0,0,3,7,2190,0,1989,0,"98014",47.6984,-121.912,1700,17550 +"9430100360","20150205T000000",717500,3,2.5,2530,9932,"2",0,0,3,8,2530,0,1995,0,"98052",47.6853,-122.16,2140,7950 +"2447500015","20141121T000000",581000,2,1.75,1930,11200,"1",0,2,3,8,1430,500,1951,0,"98177",47.7576,-122.37,2840,12408 +"1524039043","20140725T000000",629000,3,2,1510,4560,"2",0,0,4,7,1510,0,1909,1995,"98116",47.5689,-122.408,1990,5000 +"2303900100","20140911T000000",3.8e+006,3,4.25,5510,35000,"2",0,4,3,13,4910,600,1997,0,"98177",47.7296,-122.37,3430,45302 +"8651400230","20141208T000000",225000,3,2,1100,5200,"1",0,0,3,6,1100,0,1969,2014,"98042",47.3606,-122.083,1050,5330 +"7437100210","20140618T000000",315000,3,2.5,1730,6368,"2",0,0,3,7,1730,0,1993,0,"98038",47.3505,-122.032,1780,6597 +"3630020150","20150310T000000",425000,3,2.5,1480,1386,"3",0,0,3,8,1480,0,2005,0,"98029",47.5468,-121.998,1470,1593 +"1773600691","20140625T000000",346500,3,1,1150,11802,"1",0,0,4,7,1150,0,1932,1958,"98106",47.5624,-122.361,1880,6082 +"5448300150","20150105T000000",550000,3,2.25,1950,26500,"1",0,0,4,8,1570,380,1965,0,"98006",47.5784,-122.179,2160,12751 +"2260000210","20150209T000000",565000,3,1.75,2380,10450,"1",0,0,3,8,1400,980,1977,0,"98052",47.6409,-122.111,2150,9600 +"6815100085","20141224T000000",1.001e+006,4,2,3100,8000,"1.5",0,0,5,7,2040,1060,1939,0,"98103",47.6852,-122.329,1650,4000 +"5141000720","20140805T000000",400000,2,2,2010,3797,"1.5",0,0,3,7,1450,560,1922,2004,"98108",47.5596,-122.315,1660,4650 +"9276200455","20141121T000000",724950,4,2,2270,5760,"2",0,0,4,8,2270,0,1909,0,"98116",47.5809,-122.39,1420,5760 +"5459500165","20140708T000000",623000,3,1.75,2050,16313,"1",0,0,2,8,2050,0,1973,0,"98040",47.5743,-122.212,3180,10264 +"9828701295","20140624T000000",295000,2,1,650,5400,"1",0,0,3,6,650,0,1950,0,"98122",47.6185,-122.295,1310,4906 +"0164000261","20140521T000000",700000,4,3.25,2780,7875,"2",0,0,3,9,2780,0,2006,0,"98133",47.7294,-122.352,1000,7500 +"2767704682","20150408T000000",482000,2,1.5,1300,1229,"2",0,0,3,8,1160,140,2000,0,"98107",47.6727,-122.375,1430,1255 +"6791050450","20140821T000000",770000,3,2.5,2730,11380,"2",0,0,3,10,2730,0,1995,0,"98075",47.58,-122.057,2800,10070 +"1221039066","20141017T000000",310000,4,2.5,3140,22100,"1",0,0,4,8,1820,1320,1960,0,"98023",47.319,-122.362,2700,25500 +"0686300450","20140708T000000",720000,4,2.25,2410,8400,"2",0,0,5,8,2410,0,1965,0,"98008",47.626,-122.119,1910,8056 +"3822200087","20150319T000000",355000,3,1,1180,5965,"1.5",0,0,4,6,1180,0,1928,0,"98125",47.7281,-122.299,1270,7710 +"6669250100","20140729T000000",512000,4,2.5,2600,4506,"2",0,0,3,9,2600,0,2005,0,"98056",47.5146,-122.188,2470,6041 +"1453602310","20141216T000000",303000,2,1.5,1400,1650,"3",0,0,3,7,1400,0,1999,0,"98125",47.7222,-122.29,1430,1650 +"0984200690","20140618T000000",299000,5,2.5,2220,9360,"1",0,0,4,7,1110,1110,1968,0,"98058",47.4341,-122.169,1780,7704 +"5468770180","20140623T000000",285000,3,2.5,1660,6263,"2",0,0,3,8,1660,0,2003,0,"98042",47.3507,-122.141,2190,6192 +"5459500100","20140924T000000",680000,3,1.75,2330,9652,"1",0,0,4,8,1590,740,1968,0,"98040",47.5714,-122.211,2420,9631 +"2968801605","20140902T000000",285000,4,1.75,1440,6720,"1",0,0,5,6,720,720,1954,0,"98166",47.4571,-122.345,1820,6784 +"2141310580","20141125T000000",707000,4,2.25,2920,17023,"1",0,0,4,9,1690,1230,1977,0,"98006",47.5585,-122.134,2710,10681 +"2325039067","20140507T000000",690000,3,2,1760,6428,"1",0,0,4,7,980,780,1942,0,"98199",47.6388,-122.397,1760,6004 +"2426059103","20150422T000000",872000,4,2.25,2860,40284,"2",0,0,3,10,2860,0,1983,0,"98072",47.7308,-122.115,2670,92782 +"3541600450","20141104T000000",290000,4,1.75,2090,12750,"1",0,0,3,8,1360,730,1967,0,"98166",47.4792,-122.357,2040,12300 +"5631501161","20150417T000000",425000,4,1.75,1910,16785,"1",0,0,4,7,1110,800,1981,0,"98028",47.7474,-122.235,1590,9900 +"3224510300","20150126T000000",925000,3,2.75,3280,10558,"1",0,2,4,9,2040,1240,1979,0,"98006",47.5606,-122.133,3150,9998 +"4027700466","20141219T000000",340500,3,1,1770,12458,"1",0,0,3,7,1770,0,1957,0,"98155",47.7715,-122.27,2000,8225 +"1702901500","20141121T000000",365000,2,1,920,6600,"1",0,0,4,6,920,0,1910,0,"98118",47.5572,-122.282,1370,5500 +"8146300205","20140710T000000",725000,3,1.75,1690,8489,"1",0,0,4,7,1690,0,1959,0,"98004",47.6079,-122.192,1850,8536 +"3526039019","20140702T000000",811000,3,3,2470,7410,"2",0,0,5,8,1860,610,1977,0,"98117",47.6937,-122.392,2390,7800 +"5230300210","20141210T000000",299000,3,1,1040,9514,"1",0,0,4,7,1040,0,1969,0,"98059",47.4936,-122.102,1040,9514 +"7907600100","20150421T000000",287500,4,2,1220,9147,"1",0,0,5,7,1220,0,1953,0,"98146",47.5011,-122.336,1220,8576 +"9322800210","20140520T000000",879950,4,2.25,3500,13875,"1",0,4,4,9,1830,1670,1938,0,"98146",47.5083,-122.388,2960,15000 +"3352400661","20141110T000000",135900,2,1,760,3800,"1",0,0,3,6,760,0,1950,0,"98178",47.5019,-122.269,1220,7410 +"3625710100","20140512T000000",1.225e+006,4,2.25,3070,16028,"1",0,3,3,9,1870,1200,1976,0,"98040",47.5271,-122.228,3070,19822 +"3626039207","20141017T000000",522500,4,1.75,2100,6480,"1",0,0,5,7,1300,800,1947,0,"98177",47.7049,-122.359,1840,7500 +"7568700215","20150312T000000",399500,4,1.5,1660,6617,"1",0,0,5,7,1660,0,1947,0,"98155",47.739,-122.323,950,7440 +"1604600540","20150504T000000",450000,3,1,1430,5960,"1.5",0,0,4,7,1430,0,1917,0,"98118",47.562,-122.289,1140,3960 +"1421039067","20141027T000000",218000,4,1,1620,17500,"1",0,0,3,7,1620,0,1962,0,"98023",47.3021,-122.388,2400,17394 +"7137970210","20150327T000000",289999,3,2,1490,9285,"1",0,0,3,8,1490,0,1995,0,"98092",47.3248,-122.169,2040,6681 +"2767603255","20150224T000000",540000,2,1,1170,4750,"1",0,0,3,6,1170,0,1903,0,"98107",47.6729,-122.378,1170,2023 +"3575303700","20140725T000000",324950,3,1,1240,7500,"1",0,0,4,7,1240,0,1976,0,"98074",47.6199,-122.062,1240,9750 +"1702901340","20140613T000000",718500,3,2,2910,6600,"2",0,0,4,7,1920,990,1900,1988,"98118",47.5576,-122.281,1370,5500 +"2320069014","20140709T000000",495000,3,2,2660,192099,"1",0,0,4,9,2660,0,1964,0,"98022",47.2098,-122.016,2570,43561 +"3141600600","20140521T000000",260000,6,2,2220,8797,"1",0,0,3,7,2220,0,1977,0,"98002",47.2977,-122.227,1170,5123 +"2201501015","20140502T000000",430000,4,1.5,1920,10000,"1",0,0,4,7,1070,850,1954,0,"98006",47.5725,-122.133,1450,10836 +"3782760040","20140603T000000",402500,3,3.25,2780,4002,"2",0,0,3,8,2780,0,2009,0,"98019",47.7348,-121.966,1890,4090 +"6613001241","20140811T000000",1.415e+006,4,3,3110,4408,"2.5",0,3,4,10,2510,600,1931,0,"98105",47.6583,-122.27,3250,5669 +"3276980120","20141028T000000",275000,3,2.25,1820,9766,"1",0,0,4,7,1450,370,1987,0,"98031",47.397,-122.203,1860,8236 +"1321400650","20140603T000000",250000,3,2.25,1765,7652,"2",0,0,3,7,1765,0,1996,0,"98003",47.3072,-122.328,1765,7719 +"0643300180","20140523T000000",665000,3,2.75,1800,9550,"1",0,0,4,7,1320,480,1966,0,"98006",47.5679,-122.178,1890,9902 +"0322059210","20150203T000000",425000,3,2.5,2650,144183,"1",0,0,3,8,2650,0,1967,0,"98042",47.4212,-122.144,1940,41210 +"9551201560","20140722T000000",760000,2,1,1410,3600,"1.5",0,0,4,7,1310,100,1925,0,"98103",47.6695,-122.338,1740,4200 +"7202330330","20140814T000000",447000,3,2.5,1650,3076,"2",0,0,3,7,1650,0,2003,0,"98053",47.682,-122.035,1560,3064 +"5153900150","20140708T000000",205000,3,1,1180,8240,"1",0,0,4,7,1180,0,1967,0,"98003",47.3325,-122.321,1180,7840 +"1788700230","20140506T000000",191000,3,1.5,800,8850,"1",0,0,4,6,800,0,1959,0,"98023",47.3266,-122.348,820,8775 +"0049000051","20150316T000000",350000,2,1.75,1430,7921,"1",0,0,3,7,1430,0,1983,0,"98146",47.5088,-122.371,1290,8040 +"3343301393","20150330T000000",789888,5,3.5,3300,7860,"2",0,0,3,9,2410,890,2001,0,"98006",47.5463,-122.192,2540,9920 +"2832100215","20150323T000000",443000,2,1,1220,10170,"1",0,0,3,7,980,240,1948,0,"98125",47.7297,-122.327,1990,9064 +"1980200015","20140929T000000",695000,4,3.5,3530,7202,"2",0,0,3,9,2660,870,2000,0,"98177",47.7339,-122.36,2810,8100 +"1825049013","20150213T000000",560000,4,2,1380,4048,"1.5",0,0,4,7,1380,0,1906,0,"98103",47.6583,-122.344,1440,3956 +"7550800015","20140714T000000",550000,3,1.75,1410,5000,"1",0,0,4,7,810,600,1923,0,"98107",47.6727,-122.395,1760,5000 +"8682230760","20140724T000000",850000,2,2.5,3360,6750,"2",0,0,3,9,3360,0,2004,0,"98053",47.7112,-122.033,2510,6750 +"8645511500","20150420T000000",352750,4,2.75,2270,24237,"1",0,0,4,7,1360,910,1977,0,"98058",47.4672,-122.175,2050,8016 +"8567450220","20140818T000000",550000,4,2.5,2890,9045,"2",0,0,3,8,2890,0,2001,0,"98019",47.7385,-121.965,2840,10114 +"1556200205","20141118T000000",774900,5,1,1750,3861,"1.5",0,0,3,7,1750,0,1903,0,"98122",47.6075,-122.295,1700,4255 +"9476200580","20140710T000000",250000,3,1,1010,8711,"1",0,0,5,6,1010,0,1944,0,"98056",47.4914,-122.186,1250,8053 +"8965410150","20140825T000000",962800,4,2.5,3780,23623,"2",0,0,3,9,3780,0,1997,0,"98006",47.559,-122.118,3370,10210 +"5031300011","20141104T000000",299500,3,1.75,1880,11700,"1",0,0,4,7,1880,0,1968,0,"98092",47.3213,-122.187,2230,35200 +"5101408735","20141103T000000",250000,2,1,800,5220,"1",0,0,3,6,800,0,1943,0,"98125",47.7037,-122.32,1910,5376 +"2623069010","20150116T000000",745000,5,4,4720,493534,"2",0,0,5,9,3960,760,1975,0,"98027",47.4536,-122.009,2160,219542 +"2624089040","20150217T000000",279475,2,1,1060,10600,"1.5",0,0,3,6,1060,0,1968,0,"98065",47.5375,-121.742,1560,21344 +"3345700165","20141202T000000",450000,3,2.25,2530,27227,"2",0,0,3,8,2530,0,1987,0,"98056",47.527,-122.193,2160,30192 +"0379000051","20140826T000000",307700,5,2.25,1980,13132,"1",0,0,4,7,1260,720,1962,0,"98198",47.3984,-122.301,1880,11325 +"0871000155","20141211T000000",665000,3,1,1650,5102,"1",0,0,4,8,1300,350,1953,0,"98199",47.6524,-122.404,1440,5102 +"7852020580","20140724T000000",375000,3,2.75,1890,3930,"2",0,0,3,8,1890,0,1999,0,"98065",47.5337,-121.867,2100,4259 +"7298050110","20150303T000000",420000,4,2.5,3360,11637,"2",0,0,3,11,3360,0,1990,0,"98023",47.3018,-122.342,3530,11205 +"2114700615","20140708T000000",148000,2,1,630,4200,"1",0,0,3,6,630,0,1930,0,"98106",47.5329,-122.348,970,4200 +"0809001965","20140729T000000",707000,3,1.5,1980,4000,"2",0,0,3,8,1980,0,1919,0,"98109",47.6364,-122.351,1980,3600 +"9557200090","20141112T000000",399000,3,1,990,4250,"1",0,0,4,7,840,150,1924,0,"98136",47.5392,-122.39,990,4500 +"5126210360","20141022T000000",570000,4,2.5,3420,115434,"2",0,0,3,9,3420,0,1989,0,"98038",47.3932,-121.988,3250,111513 +"3528000210","20150323T000000",853000,4,2.25,3440,35025,"2",0,0,3,10,3440,0,1988,0,"98053",47.6674,-122.055,3210,35005 +"0424059052","20141222T000000",400000,3,1,1300,14138,"1",0,0,4,7,1300,0,1943,0,"98005",47.593,-122.165,2440,12196 +"0594000115","20140512T000000",615000,2,1.75,2040,28593,"1.5",1,3,4,7,2040,0,1919,1990,"98070",47.3979,-122.465,2040,35124 +"2207100740","20150106T000000",463000,3,1,1250,7700,"1",0,0,4,7,1250,0,1955,0,"98007",47.5974,-122.149,1520,7700 +"7784000100","20140603T000000",600000,4,2.5,1960,14242,"1",0,1,4,8,1290,670,1958,0,"98146",47.4947,-122.369,2490,10907 +"3732800495","20141028T000000",429000,5,2.5,2720,8120,"1",0,0,3,7,1360,1360,1970,0,"98108",47.557,-122.308,2020,8120 +"2025059131","20140904T000000",980000,4,4.25,3250,11780,"2",0,0,3,8,2360,890,1944,2001,"98004",47.6322,-122.203,1800,9000 +"6699000740","20150421T000000",359500,6,3.75,3190,4700,"2",0,0,3,8,3190,0,2003,0,"98042",47.3724,-122.105,2680,5640 +"8651610580","20141107T000000",715000,4,2.5,2570,7980,"2",0,0,3,9,2570,0,1998,0,"98074",47.6378,-122.065,2760,6866 +"5412300100","20150325T000000",240000,3,1.75,1420,6984,"1",0,0,4,7,980,440,1980,0,"98030",47.3748,-122.18,1430,7875 +"8096600100","20141215T000000",455000,4,2,2120,9442,"1",0,0,5,7,1060,1060,1968,0,"98011",47.7675,-122.226,1290,9600 +"0722079015","20141017T000000",610000,3,2.5,2080,167270,"1",0,0,3,7,2080,0,2000,0,"98038",47.4032,-121.963,2080,55321 +"0339350150","20150311T000000",675000,3,2.75,2740,5735,"2",0,0,3,9,2740,0,2004,0,"98052",47.6862,-122.093,2210,5026 +"2560805440","20150129T000000",283500,3,1.75,1250,5375,"1",0,0,3,7,1250,0,1985,0,"98198",47.3787,-122.323,1320,6258 +"7131300047","20140826T000000",235000,2,1,2150,4500,"1.5",0,0,3,7,1260,890,1917,0,"98118",47.5158,-122.267,1590,5010 +"3459600180","20140626T000000",827000,4,2.5,3230,12100,"1",0,0,3,9,1870,1360,1977,0,"98006",47.562,-122.146,2670,10200 +"7663700663","20140910T000000",353000,2,1,860,8511,"1",0,0,3,7,860,0,1949,0,"98125",47.7312,-122.3,1554,8499 +"5415350770","20140923T000000",747500,4,2.5,2810,11902,"2",0,0,4,9,2810,0,1993,0,"98059",47.5303,-122.143,2990,10754 +"3083000940","20150412T000000",341000,2,1,1040,4000,"1",0,0,3,6,1040,0,1914,0,"98144",47.5753,-122.303,1740,4000 +"1670400090","20141124T000000",182000,3,1,1160,18055,"1",0,0,2,5,1160,0,1950,0,"98168",47.4772,-122.269,1340,10324 +"2781250610","20141202T000000",250000,3,2,1470,2781,"2",0,0,3,6,1470,0,2003,0,"98038",47.349,-122.024,1360,3008 +"3764500090","20140521T000000",655000,4,3.5,2350,13402,"2",0,3,3,8,1670,680,1994,0,"98033",47.6947,-122.19,2250,9474 +"7401000040","20140507T000000",405000,3,2.25,1660,8307,"1",0,0,4,8,1660,0,1961,0,"98133",47.7575,-122.352,2510,7800 +"4323700230","20140818T000000",390000,4,1.75,2020,9750,"1",0,0,3,7,1100,920,1975,0,"98074",47.6192,-122.055,1670,9600 +"3500100047","20141008T000000",275400,2,1,890,8180,"1",0,0,3,7,890,0,1947,0,"98155",47.737,-122.3,1130,8180 +"3885807362","20140604T000000",791000,3,2.25,2430,5500,"2",0,0,3,8,1810,620,1989,0,"98033",47.6812,-122.196,2040,5500 +"7199340650","20140508T000000",424500,3,1.75,1460,7700,"1",0,0,3,7,1460,0,1979,0,"98052",47.6981,-122.127,1720,7280 +"5014000120","20140617T000000",430000,3,1,980,7200,"1",0,0,4,7,980,0,1950,0,"98116",47.5718,-122.395,1180,6572 +"3758900037","20150505T000000",865000,4,2.5,2580,10631,"2",0,2,4,9,2580,0,1992,0,"98033",47.6993,-122.206,4220,10631 +"2724201202","20150304T000000",163000,2,2,1250,7543,"1",0,0,3,7,1250,0,1962,0,"98198",47.4051,-122.296,1250,7506 +"7855600730","20140908T000000",920000,4,2.75,3140,9085,"1",0,2,5,8,1570,1570,1961,0,"98006",47.5675,-122.16,2430,9350 +"7151700360","20141211T000000",1.02895e+006,5,3.25,2680,3011,"2",0,0,3,9,1870,810,1910,2014,"98122",47.6115,-122.287,3440,5165 +"3811300090","20140724T000000",325000,3,1.75,1810,8048,"1",0,0,4,7,1290,520,1983,0,"98055",47.4484,-122.194,1550,9081 +"0538000450","20140603T000000",315000,5,2.5,2090,4698,"2",0,0,3,7,2090,0,1998,0,"98038",47.3538,-122.025,2070,4698 +"6303400475","20140911T000000",227000,4,1,1120,8763,"1",0,0,3,6,1120,0,1971,0,"98146",47.508,-122.358,1120,8636 +"3388110230","20140729T000000",179000,4,1.75,1790,7175,"1.5",0,0,3,6,1410,380,1900,0,"98168",47.4963,-122.318,1790,8417 +"9834201215","20141009T000000",276000,2,1,870,2676,"1",0,0,3,7,820,50,2004,0,"98144",47.5702,-122.287,1500,1719 +"0844000375","20150303T000000",335000,4,1.5,3160,19745,"1.5",0,0,4,6,1840,1320,1968,0,"98010",47.3103,-122.006,1540,8611 +"3816700150","20141114T000000",430000,3,2,2350,12480,"1",0,0,3,7,1600,750,1981,0,"98028",47.7661,-122.262,2160,12000 +"7237301210","20141118T000000",266490,3,2.5,1810,4113,"2",0,0,3,7,1810,0,2004,0,"98042",47.3715,-122.126,1880,4465 +"0130000175","20140806T000000",655000,4,2.75,3160,8197,"1",0,0,3,8,1580,1580,1962,0,"98115",47.7004,-122.287,2050,8197 +"9468200175","20141114T000000",635500,3,2,1660,3600,"1",0,0,3,7,1000,660,1939,2006,"98103",47.6789,-122.351,1700,4356 +"8643200061","20140626T000000",235000,5,2.5,2500,9583,"1",0,0,3,7,1300,1200,1979,0,"98198",47.3946,-122.312,2120,19352 +"7805460760","20150427T000000",885000,3,2.5,2880,11443,"2",0,0,4,9,2880,0,1986,0,"98006",47.5633,-122.111,2840,12530 +"6713700155","20140818T000000",352500,3,1,1470,8400,"1",0,0,4,7,1470,0,1953,0,"98133",47.7628,-122.354,1470,8400 +"3236500220","20140709T000000",450000,3,2.5,1460,7573,"2",0,0,3,8,1460,0,1983,0,"98007",47.6012,-122.141,1910,7668 +"3625049042","20141011T000000",3.635e+006,5,6,5490,19897,"2",0,0,3,12,5490,0,2005,0,"98039",47.6165,-122.236,2910,17600 +"7935000450","20140919T000000",1.05e+006,3,2.25,2480,15022,"1",0,4,3,9,1330,1150,1967,2003,"98136",47.5497,-122.396,2500,8178 +"1324300018","20141121T000000",476000,2,2.25,1140,1332,"3",0,0,3,8,1140,0,1999,0,"98103",47.6543,-122.356,1140,1267 +"4123820450","20140507T000000",375000,3,2.5,1830,13042,"2",0,0,3,8,1830,0,1990,0,"98038",47.3738,-122.042,1940,6996 +"9325200120","20140909T000000",600600,4,3.5,3110,6829,"2",0,0,3,8,3110,0,2014,0,"98148",47.4349,-122.328,2910,7425 +"3918400097","20141117T000000",567000,4,1.75,2630,11213,"1",0,2,4,8,1430,1200,1948,0,"98177",47.7158,-122.366,2240,15186 +"8126300410","20140725T000000",650000,4,1.75,2390,12000,"1",0,0,3,8,1470,920,1979,0,"98052",47.7061,-122.163,2110,12000 +"7227800040","20140604T000000",190000,5,2,1750,10284,"1",0,0,4,5,1750,0,1943,0,"98056",47.5094,-122.182,1560,9010 +"1020069042","20141001T000000",858000,4,3.5,4370,422967,"1",0,2,4,10,2580,1790,1978,0,"98022",47.2332,-122.029,3260,422967 +"3213200245","20150115T000000",435500,1,1.75,1020,4512,"1",0,0,3,7,770,250,1937,0,"98115",47.6724,-122.266,1230,5029 +"0455000760","20150311T000000",685000,3,2,2500,6733,"1",0,0,3,8,1770,730,1979,0,"98107",47.6691,-122.36,1770,6343 +"0104510230","20141119T000000",252000,3,2,1540,7210,"2",0,0,4,7,1540,0,1984,0,"98023",47.3128,-122.351,1500,7210 +"4140090110","20140912T000000",512500,4,2.25,2200,6900,"2",0,0,4,8,2200,0,1975,0,"98028",47.7682,-122.261,2400,6900 +"6072500490","20140801T000000",423800,3,2.5,1940,7415,"2",0,0,3,8,1940,0,1965,0,"98006",47.542,-122.176,1940,8425 +"6705120100","20150504T000000",460000,3,2.25,1453,2225,"2",0,0,4,8,1453,0,1986,0,"98006",47.5429,-122.188,1860,2526 +"3764390100","20140722T000000",434000,3,2.75,1830,3200,"2",0,0,3,8,1830,0,1991,0,"98034",47.7155,-122.218,2030,3331 +"2988800011","20150414T000000",244000,3,1,2000,15900,"1",0,0,3,6,1000,1000,1948,0,"98178",47.4816,-122.233,1760,10500 +"1073100065","20150217T000000",348125,3,1,1400,8451,"1.5",0,0,3,7,1400,0,1953,0,"98133",47.7719,-122.337,1590,8433 +"1136100062","20140509T000000",585000,4,3.25,2400,29252,"2",0,0,4,8,2400,0,1982,0,"98072",47.743,-122.131,2280,45000 +"3356402020","20140508T000000",230000,3,1,1390,16000,"1",0,0,4,6,1390,0,1960,0,"98001",47.2898,-122.251,1420,10000 +"8039900180","20140805T000000",450000,3,2,1680,11250,"1",0,0,4,8,1680,0,1967,0,"98045",47.4861,-121.786,1760,12160 +"4174600391","20150323T000000",393000,5,2,1820,5054,"1",0,0,4,7,910,910,1970,0,"98108",47.5547,-122.299,1180,5628 +"6865200981","20141221T000000",517000,2,1,1140,3750,"1",0,0,4,7,1140,0,1925,0,"98103",47.6619,-122.343,1660,4000 +"1236900090","20140915T000000",400000,3,1,1060,12690,"1",0,0,3,7,1060,0,1969,0,"98033",47.6736,-122.167,1920,10200 +"0925069152","20150304T000000",890000,2,1.75,3050,50965,"2",0,0,3,10,3050,0,1991,0,"98053",47.6744,-122.05,3050,40107 +"9456200405","20150310T000000",205950,3,1,970,11963,"1",0,0,4,6,970,0,1970,0,"98198",47.3776,-122.315,1210,11963 +"2420069220","20141203T000000",209000,3,1,1320,3954,"1.5",0,0,3,6,1320,0,1912,2014,"98022",47.202,-121.994,1270,5184 +"6381501965","20140612T000000",430000,4,1.75,1890,6000,"1",0,0,4,6,1110,780,1947,0,"98125",47.7274,-122.305,1560,6356 +"9191201325","20150301T000000",534000,4,1.75,2040,2750,"1.5",0,0,4,6,1260,780,1926,0,"98105",47.6698,-122.3,1940,3750 +"9547202245","20140627T000000",735000,4,3,2370,3672,"1.5",0,0,5,7,1650,720,1916,0,"98115",47.678,-122.311,2140,4182 +"1924069115","20150224T000000",873000,3,2.25,2720,54450,"2",0,0,3,11,2720,0,1997,0,"98027",47.5473,-122.092,3170,60548 +"8121200970","20141118T000000",475000,4,2.25,1970,7532,"1",0,0,3,8,1390,580,1983,0,"98052",47.7219,-122.109,1970,8248 +"0323049176","20140530T000000",325000,3,1.75,2180,10230,"1",0,0,4,7,1090,1090,1961,0,"98118",47.5158,-122.281,2130,7200 +"0826079047","20140814T000000",500000,3,2.25,2990,216057,"2",0,0,3,9,2990,0,1994,0,"98019",47.754,-121.942,2840,215622 +"8078550610","20150120T000000",279000,4,2.75,2180,8475,"1",0,0,4,7,1330,850,1987,0,"98031",47.4045,-122.174,1500,7140 +"3904930530","20150414T000000",350000,3,2,1440,5469,"1",0,0,3,8,1440,0,1988,0,"98029",47.5753,-122.017,1980,6198 +"7504020970","20150421T000000",660000,4,2.25,3180,13653,"2",0,0,3,9,3180,0,1978,0,"98074",47.6316,-122.05,2910,12350 +"8642600090","20150218T000000",324950,2,1.5,1643,14616,"1",0,1,4,7,1643,0,1954,0,"98198",47.3973,-122.312,2270,9940 +"2239000011","20150127T000000",500000,4,2,1530,7816,"1",0,0,3,7,1530,0,1955,0,"98133",47.7309,-122.332,1480,7816 +"9382200121","20140718T000000",187300,2,1,1310,7697,"1",0,0,3,6,850,460,1950,0,"98146",47.4982,-122.348,1270,6410 +"7942601475","20140520T000000",345600,5,3.5,2800,5120,"2.5",0,0,3,9,2800,0,1903,2005,"98122",47.6059,-122.31,1780,5120 +"7375300100","20141124T000000",400000,3,1.5,1510,7642,"1",0,0,3,7,1510,0,1959,0,"98008",47.5978,-122.116,2180,8357 +"7974200457","20150122T000000",935000,5,3,2700,5001,"2",0,0,3,10,2700,0,2009,0,"98115",47.6811,-122.288,1610,5191 +"0923059206","20140715T000000",374000,4,1.75,2220,15600,"1",0,0,5,7,1140,1080,1963,0,"98056",47.492,-122.166,1670,4800 +"0782700150","20140609T000000",328000,3,1.75,1440,45302,"2",0,0,3,7,1440,0,1977,0,"98019",47.7078,-121.915,2080,49658 +"2144800146","20140826T000000",257500,3,2,1300,9334,"1",0,0,5,7,1300,0,1981,0,"98178",47.4865,-122.238,2210,9636 +"1337800220","20140908T000000",1.003e+006,4,2.5,2230,3600,"2",0,0,5,8,1630,600,1906,0,"98112",47.6304,-122.309,2410,4800 +"3530410081","20140626T000000",216500,2,1.75,1390,4482,"1",0,0,4,8,1390,0,1980,0,"98198",47.3785,-122.32,1390,4680 +"1525059198","20140521T000000",1.185e+006,3,2.25,2760,40946,"2",0,0,5,10,2760,0,1978,0,"98005",47.6501,-122.164,3030,42253 +"8665000040","20140730T000000",360000,4,2.5,3200,7282,"2",0,0,3,9,3200,0,2007,0,"98188",47.4318,-122.286,3030,7290 +"5016001619","20150122T000000",699999,3,0.75,1240,4000,"1",0,0,4,7,1240,0,1968,0,"98112",47.6239,-122.297,1460,4000 +"0826069184","20141002T000000",535000,3,2.5,1960,47044,"2",0,0,4,8,1960,0,1978,0,"98077",47.7573,-122.07,2020,29004 +"0123039147","20150319T000000",464950,3,2,2190,19800,"1",0,0,3,7,2190,0,1994,0,"98146",47.5106,-122.365,1640,9719 +"8089510150","20141202T000000",925000,4,2.5,3540,18168,"2",0,0,3,10,3540,0,1996,0,"98006",47.5441,-122.131,4130,11180 +"8818400450","20140508T000000",930000,3,3.25,2640,4080,"2",0,0,3,9,1840,800,1912,2000,"98105",47.6636,-122.326,1990,4080 +"6324000115","20140922T000000",727500,3,2,2660,5000,"1.5",0,3,3,8,1940,720,1910,0,"98116",47.5829,-122.382,2270,5000 +"1133000694","20150312T000000",325000,4,1.75,1670,9500,"1",0,0,3,7,1670,0,1976,0,"98125",47.7254,-122.31,1620,9500 +"4441300325","20140905T000000",695000,3,3.25,3080,12100,"2",0,0,3,8,2080,1000,1984,0,"98117",47.695,-122.399,2100,6581 +"3288301010","20140625T000000",585000,4,2.75,2890,6825,"1",0,0,3,8,1560,1330,1973,0,"98034",47.734,-122.182,1900,10120 +"8125200481","20140926T000000",319000,3,2.25,1800,9597,"1",0,2,3,7,1200,600,1963,0,"98188",47.4516,-122.267,1700,13502 +"8857600540","20150106T000000",265000,6,2.5,2000,7650,"1.5",0,0,4,7,1790,210,1960,0,"98032",47.3841,-122.288,1710,7650 +"1901600090","20140626T000000",359000,5,1.75,1940,6654,"1.5",0,0,4,7,1940,0,1953,0,"98166",47.4663,-122.359,2300,9500 +"1901600090","20150426T000000",390000,5,1.75,1940,6654,"1.5",0,0,4,7,1940,0,1953,0,"98166",47.4663,-122.359,2300,9500 +"9144300120","20150128T000000",374500,3,1,960,9531,"1",0,0,5,7,960,0,1969,0,"98072",47.7619,-122.162,1670,9250 +"3401700031","20140822T000000",661000,2,1.5,1750,46173,"2",0,0,4,8,1750,0,1964,0,"98072",47.7397,-122.126,2220,42224 +"5332200375","20141203T000000",900000,3,2.5,2320,5000,"2",0,0,3,8,1620,700,1907,1993,"98112",47.6278,-122.292,2160,5000 +"8582400015","20150413T000000",600000,5,2.5,2380,8204,"1",0,0,3,8,1540,840,1957,0,"98115",47.7,-122.287,2270,8204 +"4131900042","20140516T000000",2e+006,5,4.25,6490,10862,"2",0,3,4,11,3940,2550,1991,0,"98040",47.5728,-122.205,3290,14080 +"3964400120","20150508T000000",512500,4,1.75,1620,4240,"1.5",0,0,5,7,1620,0,1916,0,"98144",47.5746,-122.311,1450,4240 +"2212600040","20140604T000000",229500,3,1.75,1770,33224,"1",0,0,4,8,1770,0,1968,0,"98092",47.3377,-122.194,1690,22069 +"8562750300","20140731T000000",589000,3,2.5,2320,5663,"2",0,0,3,8,2320,0,2003,0,"98027",47.539,-122.07,2500,4500 +"2705600067","20150323T000000",539950,3,2.5,1330,2183,"3",0,0,3,8,1330,0,2014,0,"98117",47.6987,-122.365,1310,5000 +"3023049143","20141020T000000",640000,4,2.5,3420,21344,"2",0,0,3,9,3420,0,2002,0,"98166",47.45,-122.334,2110,21344 +"8944300110","20150108T000000",218250,3,1,1270,7344,"1",0,0,3,7,970,300,1967,0,"98023",47.305,-122.371,1290,7300 +"7277100395","20150225T000000",675000,4,3.5,2550,3600,"2",0,2,3,8,1880,670,1997,0,"98177",47.7709,-122.39,2090,6000 +"9407001830","20140717T000000",338000,5,2,1860,9000,"2",0,0,3,7,1860,0,1980,0,"98045",47.4484,-121.772,1390,9752 +"4406000620","20150331T000000",231750,3,1,1020,7615,"1",0,0,3,7,1020,0,1981,0,"98058",47.4292,-122.152,1470,9515 +"2414600366","20141114T000000",199900,1,1,720,7140,"1",0,0,3,6,720,0,1930,0,"98146",47.5119,-122.339,1140,7577 +"0098000870","20141001T000000",1.059e+006,4,3.5,4460,16271,"2",0,2,3,11,4460,0,2001,0,"98075",47.5862,-121.97,4540,17122 +"9211500230","20141002T000000",263000,4,2.75,1830,7315,"1",0,0,5,7,1250,580,1979,0,"98023",47.2989,-122.38,1730,7208 +"3600600065","20140820T000000",279950,3,1.5,1520,7200,"1",0,0,4,7,1160,360,1990,0,"98198",47.3855,-122.302,1460,7200 +"7177300090","20140520T000000",395000,3,1.5,1080,2940,"1.5",0,0,4,7,1080,0,1920,0,"98115",47.6832,-122.304,1400,4930 +"6664900410","20140626T000000",252500,3,2,1900,8002,"1",0,0,3,7,1900,0,1991,0,"98023",47.2909,-122.352,1900,6086 +"1853000530","20150312T000000",1.15e+006,4,3.75,5300,37034,"2",0,0,3,11,5300,0,1989,0,"98077",47.7283,-122.076,3730,37034 +"3751604653","20140826T000000",205000,3,1,1370,10708,"1",0,0,3,7,1370,0,1969,0,"98001",47.2769,-122.264,1770,14482 +"8563001130","20140828T000000",654000,5,2.5,2960,8968,"1",0,0,4,8,1640,1320,1965,0,"98008",47.6233,-122.102,1890,9077 +"1324079029","20150317T000000",200000,3,1,960,213008,"1",0,0,2,6,960,0,1933,0,"98024",47.5621,-121.862,1520,57499 +"1236300214","20140722T000000",700000,3,2.5,2190,7982,"2",0,0,3,8,2190,0,2004,0,"98033",47.6869,-122.187,2090,8888 +"2525049086","20141003T000000",2.72e+006,4,3.25,3990,18115,"2",0,0,4,11,3990,0,1989,0,"98039",47.6177,-122.229,3450,16087 +"8822900115","20141209T000000",306000,2,1.75,1200,2622,"1",0,0,5,7,800,400,1956,0,"98125",47.7175,-122.292,1310,1926 +"3832080610","20150406T000000",270000,3,2.5,1780,5015,"2",0,0,3,7,1780,0,2010,0,"98042",47.3352,-122.052,2010,5250 +"1657300450","20141029T000000",340000,3,2.25,2630,9916,"2",0,0,4,9,2630,0,1988,0,"98092",47.3314,-122.202,2470,10810 +"1151100035","20140611T000000",450000,4,2.5,2300,19250,"1",0,0,4,7,2300,0,1955,0,"98045",47.4793,-121.776,1460,19250 +"3876311490","20140724T000000",580000,4,2.75,3210,6825,"1",0,0,5,7,1810,1400,1975,0,"98034",47.7338,-122.169,1840,8000 +"9297300590","20141103T000000",435000,4,1.75,2290,4400,"1",0,3,3,7,1290,1000,1959,0,"98126",47.5698,-122.375,1820,4000 +"3260350100","20140818T000000",690000,4,2.5,2780,4688,"2",0,0,3,9,2780,0,2003,0,"98059",47.5225,-122.156,3000,6029 +"3886902615","20140617T000000",720000,4,2.5,2650,11520,"2",0,0,3,8,2110,540,1988,0,"98033",47.683,-122.187,2000,7680 +"2193300620","20150217T000000",403000,3,2.25,1840,13020,"1",0,0,3,8,1390,450,1980,0,"98052",47.6923,-122.095,2210,13020 +"7016100120","20140612T000000",440000,3,2.75,1560,7392,"1",0,0,5,7,1030,530,1972,0,"98011",47.7382,-122.182,1870,7520 +"8857600220","20141023T000000",178500,3,1,1200,8470,"1",0,0,5,7,1200,0,1961,0,"98032",47.3864,-122.287,1200,7952 +"1645000580","20141002T000000",270000,4,2.5,1900,8282,"1",0,0,3,7,1900,0,1968,1997,"98022",47.2089,-122.003,1420,8350 +"4337600205","20141112T000000",129888,2,1,710,9900,"1",0,0,3,6,710,0,1943,0,"98166",47.479,-122.339,1070,9900 +"1545805730","20150218T000000",260000,3,1.75,1360,15210,"1",0,0,3,7,1360,0,1987,0,"98038",47.3657,-122.047,1610,7800 +"8650100120","20140829T000000",339950,5,2.5,2990,7292,"2",0,0,4,8,2990,0,1990,0,"98042",47.3604,-122.091,2150,8190 +"4047200820","20140822T000000",250000,3,1,1640,26127,"2",0,0,3,6,1640,0,1975,0,"98019",47.7656,-121.905,1620,25788 +"1822059156","20150114T000000",680000,3,3.5,3650,103672,"1",0,0,3,10,2050,1600,2011,0,"98031",47.4002,-122.217,2550,16140 +"8812401450","20141229T000000",660000,10,3,2920,3745,"2",0,0,4,7,1860,1060,1913,0,"98105",47.6635,-122.32,1810,3745 +"1854750090","20140716T000000",1.225e+006,3,3.5,3680,11491,"2",0,2,3,11,3680,0,1999,0,"98007",47.5647,-122.128,3710,10030 +"6071200455","20140523T000000",550000,3,2,1830,9152,"1",0,0,5,8,1830,0,1959,0,"98006",47.5531,-122.181,1770,9220 +"6790200110","20150102T000000",675000,5,2.75,2570,12906,"2",0,0,3,8,2570,0,1987,0,"98075",47.5814,-122.05,2580,12927 +"6710100131","20150410T000000",981000,3,3.25,2730,9588,"2",0,1,3,10,1900,830,1984,0,"98052",47.6339,-122.09,2730,12736 +"8856004415","20150325T000000",168000,3,1,1150,8000,"1.5",0,0,4,6,1150,0,1913,1957,"98001",47.2749,-122.252,1170,9600 +"3276940100","20140522T000000",1e+006,4,3,4260,18687,"2",0,0,3,11,4260,0,1996,0,"98075",47.5874,-121.982,3490,16772 +"9407100300","20150401T000000",320000,3,1,1260,9600,"1",0,0,3,7,1260,0,1970,1995,"98045",47.4444,-121.762,1530,9790 +"1224049095","20150204T000000",959000,6,3.25,4440,17424,"1",0,1,4,9,2220,2220,1959,0,"98040",47.5791,-122.23,2660,10768 +"7899800586","20150409T000000",372000,4,1,2300,7680,"1",0,0,3,7,1270,1030,1959,0,"98106",47.524,-122.359,1840,5120 +"2607730110","20140707T000000",391500,3,2.5,1920,9625,"2",0,0,3,8,1920,0,1993,0,"98045",47.4876,-121.8,1920,10343 +"1781500180","20150327T000000",390000,2,1,1080,4725,"1.5",0,0,3,7,1080,0,1944,0,"98126",47.5275,-122.381,1520,4961 +"2341800195","20141106T000000",302000,2,1,890,5000,"1",0,0,4,6,890,0,1947,0,"98118",47.5526,-122.287,1160,5000 +"0052000067","20141103T000000",495000,3,3.5,1650,1577,"2",0,0,3,7,1100,550,2012,0,"98109",47.6302,-122.344,1580,1280 +"1972202023","20140904T000000",504500,3,2.5,1820,1545,"3",0,2,3,8,1640,180,1998,0,"98103",47.6523,-122.346,1440,1290 +"2919700540","20150318T000000",555000,4,1.75,2320,4800,"1.5",0,0,3,7,2170,150,1918,0,"98117",47.6893,-122.365,1390,4800 +"6613000375","20150317T000000",1.55e+006,4,3.5,3260,5000,"2",0,0,5,9,2630,630,1937,0,"98105",47.6598,-122.273,2600,5000 +"2391600735","20140909T000000",550000,3,1.5,1730,5750,"1",0,0,3,7,1250,480,1947,0,"98116",47.5645,-122.397,1370,5750 +"1337300145","20140721T000000",1.8e+006,4,2.5,3320,8325,"2.5",0,0,5,10,3320,0,1905,0,"98112",47.6263,-122.314,3680,6050 +"9164100035","20150429T000000",655000,1,1,1660,5422,"1",0,0,4,7,830,830,1908,0,"98117",47.6821,-122.388,1100,5356 +"0821069025","20150213T000000",685000,3,2.5,3290,90796,"2",0,0,4,10,3290,0,1992,0,"98042",47.3154,-122.079,2700,55023 +"1566100555","20150501T000000",721000,4,2,2280,8339,"1",0,0,4,7,1220,1060,1954,0,"98115",47.6986,-122.297,1970,8340 +"2397100705","20140714T000000",1.51863e+006,4,4.25,3650,5328,"1.5",0,0,3,9,2330,1320,1907,2014,"98119",47.638,-122.362,1710,3600 +"0822069066","20150223T000000",365000,4,2.5,1620,219542,"2",0,0,3,7,1620,0,1980,0,"98038",47.4014,-122.069,2240,217800 +"3834000820","20140613T000000",458000,3,2,2020,8555,"1",0,0,4,7,1220,800,1957,0,"98125",47.7278,-122.287,1600,8148 +"1432700880","20150409T000000",280000,2,1,1150,12861,"1",0,0,3,6,1150,0,1959,0,"98058",47.4493,-122.171,1170,7574 +"3658700395","20150409T000000",628000,4,1.75,1940,3060,"1",0,0,4,7,1000,940,1911,0,"98115",47.6786,-122.317,1320,3060 +"1564000410","20150218T000000",781500,4,2.5,3440,6332,"2",0,0,3,10,3440,0,2001,0,"98059",47.5347,-122.155,3310,6528 +"0984100450","20140624T000000",295000,3,1.75,2000,7560,"1",0,0,4,7,1300,700,1968,0,"98058",47.4346,-122.171,1900,8301 +"4449800063","20150403T000000",435000,2,1,750,2786,"1",0,0,5,7,750,0,1947,0,"98117",47.6892,-122.393,1700,4653 +"7694600201","20150322T000000",300000,3,1.75,1420,7200,"1",0,0,3,7,1000,420,1979,0,"98146",47.5069,-122.367,1550,8640 +"0844001145","20150326T000000",208500,2,1,880,4814,"1",0,0,4,5,880,0,1906,0,"98010",47.3107,-121.999,1010,6160 +"8682281960","20140603T000000",930000,2,2.5,2680,11214,"1",0,0,3,9,2680,0,2006,0,"98053",47.7078,-122.019,2305,6908 +"1604600790","20150211T000000",316000,2,2,860,3000,"1",0,0,3,6,860,0,1906,0,"98118",47.5633,-122.288,1290,3500 +"1796380330","20140623T000000",249900,3,2,1310,6738,"1",0,0,4,7,1310,0,1990,0,"98042",47.3694,-122.083,1290,8067 +"3416600490","20140731T000000",675000,3,2.25,1780,4252,"2",0,0,4,8,1540,240,1989,0,"98144",47.6004,-122.292,2220,4000 +"3904901520","20141030T000000",447000,3,2.25,1440,4667,"2",0,0,3,7,1440,0,1985,0,"98029",47.5662,-122.017,1610,4756 +"1556200155","20150417T000000",675000,3,2,1510,3817,"1.5",0,0,3,8,1510,0,1905,1994,"98122",47.6088,-122.294,1510,3817 +"0567000401","20150421T000000",546000,4,2.5,2100,1397,"3",0,0,3,8,1580,520,2008,0,"98144",47.5928,-122.295,1490,1201 +"6450300673","20141231T000000",310000,3,2,1310,1361,"3",0,0,3,7,1310,0,2003,0,"98133",47.7337,-122.343,1370,1608 +"4440400155","20150106T000000",190000,3,1,1280,5100,"1",0,0,3,7,880,400,1961,0,"98178",47.5035,-122.259,1360,6120 +"2450000165","20140618T000000",650000,3,1.5,1320,8114,"1",0,0,3,8,1320,0,1951,0,"98004",47.5827,-122.195,2110,8114 +"9828701605","20141002T000000",585000,3,2.5,1740,2350,"2",0,0,3,8,1130,610,1995,0,"98112",47.6207,-122.297,1740,3201 +"0856000985","20141106T000000",1.4308e+006,4,2.5,2910,7364,"2",0,0,3,10,2910,0,2003,0,"98033",47.6906,-122.213,2480,8400 +"7504100360","20150112T000000",565000,4,2.5,2500,12090,"1",0,0,3,9,2500,0,1983,0,"98074",47.6346,-122.045,3380,12760 +"7883606725","20141111T000000",174900,3,1,1100,6000,"1.5",0,0,2,6,1100,0,1926,0,"98108",47.5279,-122.318,960,5880 +"2926049564","20140924T000000",360000,3,2.25,1381,1180,"3",0,0,3,8,1381,0,2007,0,"98125",47.711,-122.32,1381,1180 +"7418700040","20150429T000000",234000,3,1,960,9624,"1",0,0,3,7,960,0,1953,0,"98155",47.7758,-122.301,1540,9624 +"3756900027","20141125T000000",575000,8,3,3840,15990,"1",0,0,3,7,2530,1310,1961,0,"98034",47.7111,-122.211,1380,8172 +"7237300610","20150303T000000",315000,3,2.5,2200,5954,"2",0,0,3,7,2200,0,2004,0,"98042",47.3709,-122.125,2200,5046 +"1312900180","20150325T000000",225000,3,1,1250,7820,"1",0,0,3,7,1250,0,1967,0,"98001",47.3397,-122.291,1300,7920 +"3824100211","20140626T000000",370000,3,1.5,2380,14500,"1",0,0,4,7,1850,530,1961,0,"98028",47.7714,-122.256,1830,13600 +"0455000395","20140523T000000",606000,3,1,1500,3920,"1",0,0,3,7,1000,500,1947,0,"98107",47.6718,-122.359,1640,4017 +"2472950120","20140603T000000",272500,3,2,1410,7622,"1",0,0,4,7,1410,0,1983,0,"98058",47.4273,-122.147,1830,8330 +"7977201709","20150323T000000",475000,3,1.75,1680,3420,"1",0,0,3,7,960,720,1992,0,"98115",47.6855,-122.291,1680,4080 +"5095400040","20140605T000000",270000,3,1,1500,13500,"1",0,0,4,7,1500,0,1968,0,"98059",47.4666,-122.072,1350,13680 +"2324039152","20140818T000000",624000,4,1.75,2710,9216,"1",0,0,3,8,1440,1270,1961,0,"98126",47.5523,-122.379,1960,6350 +"1442300035","20140702T000000",355000,3,1.75,1730,7416,"1.5",0,0,3,7,1730,0,1954,0,"98133",47.76,-122.349,1390,6490 +"6145601725","20141104T000000",345000,3,1,960,3844,"1",0,0,3,7,960,0,1972,0,"98133",47.7027,-122.346,1020,3844 +"7137950210","20141120T000000",342000,4,2.5,2380,7792,"2",0,0,3,8,2380,0,1993,0,"98092",47.3273,-122.173,2260,7378 +"2720069019","20141103T000000",316000,3,1.75,1120,98445,"1.5",0,2,4,7,1120,0,1917,0,"98022",47.1853,-122.017,1620,34200 +"1560920040","20140731T000000",539950,4,2.5,2960,37430,"2",0,0,3,9,2960,0,1990,0,"98038",47.3988,-122.023,2800,36384 +"7812801785","20150218T000000",221347,3,2,1580,6655,"1",0,0,3,6,790,790,1944,0,"98178",47.4927,-122.248,1090,6655 +"8860500300","20140718T000000",330000,3,2.5,1870,4657,"2",0,0,3,8,1870,0,2000,0,"98055",47.4615,-122.214,2290,4795 +"6142100090","20140718T000000",279000,4,2.5,1810,13000,"1",0,0,4,8,1470,340,1977,0,"98022",47.2202,-121.993,1850,13000 +"4083302225","20141014T000000",850000,4,3,2550,3784,"1.5",0,0,4,8,1750,800,1900,0,"98103",47.6559,-122.338,2100,4560 +"2591700037","20150212T000000",746000,3,1.75,1910,12321,"1",0,0,4,7,1100,810,1952,0,"98004",47.5995,-122.198,1910,11761 +"5458300580","20141001T000000",478000,2,2,1200,1867,"1",0,0,3,7,600,600,1924,1998,"98109",47.627,-122.345,1790,2221 +"3362400650","20150116T000000",820000,4,2.75,2420,4635,"1.5",0,0,5,7,2420,0,1905,0,"98103",47.682,-122.347,1590,3150 +"5553300375","20140820T000000",2.16e+006,3,3.5,3080,6495,"2",0,3,3,11,2530,550,1996,2006,"98199",47.6321,-122.393,4120,8620 +"2024059111","20141023T000000",820000,3,3,3850,38830,"2",0,1,3,10,3850,0,2000,0,"98006",47.5535,-122.191,2970,14050 +"6649900090","20150418T000000",887000,3,2,3000,22040,"2",0,2,4,8,2470,530,1942,0,"98177",47.7745,-122.368,2600,7947 +"3356403400","20140724T000000",159000,3,1,1360,20000,"1",0,0,4,7,1360,0,1953,0,"98001",47.2861,-122.253,1530,9997 +"2771604190","20140617T000000",824000,7,4.25,3670,4000,"2",0,1,3,8,2800,870,1964,0,"98199",47.6375,-122.388,2010,4000 +"6638900265","20140925T000000",812000,4,2.5,2270,5000,"2",0,0,3,9,2270,0,2014,0,"98117",47.6916,-122.37,1210,5000 +"8731960540","20141215T000000",242000,4,2.5,1750,11400,"2",0,0,4,7,1750,0,1975,0,"98023",47.3149,-122.386,1890,9024 +"7853301400","20140520T000000",625000,4,2.5,3550,8048,"2",0,0,3,9,3550,0,2007,0,"98065",47.5422,-121.888,3920,7871 +"0123039176","20141212T000000",399888,4,1,2370,30200,"1.5",0,0,4,7,1570,800,1948,0,"98146",47.5108,-122.366,1640,9719 +"4178500150","20140922T000000",289000,3,2.25,1670,6600,"2",0,0,4,7,1670,0,1990,0,"98042",47.3604,-122.089,1670,6801 +"7702600930","20140804T000000",400000,3,2,1860,12944,"1",0,0,3,9,1860,0,2002,0,"98058",47.4298,-122.102,2500,29279 +"3892500150","20140521T000000",1.55e+006,3,2.5,4460,26027,"2",0,0,3,12,4460,0,1992,0,"98033",47.6573,-122.173,3770,26027 +"6021500970","20140528T000000",345000,2,1,1080,4000,"1",0,0,3,7,1080,0,1940,0,"98117",47.6902,-122.387,1530,4240 +"6021500970","20150407T000000",874950,2,1,1080,4000,"1",0,0,3,7,1080,0,1940,0,"98117",47.6902,-122.387,1530,4240 +"9136100056","20140528T000000",875000,3,2.75,2280,4280,"1",0,0,5,7,1280,1000,1917,0,"98103",47.6685,-122.335,1650,4280 +"0205000120","20150310T000000",628990,4,2.5,2540,32647,"2",0,0,3,9,2540,0,1996,0,"98053",47.6324,-121.988,2740,32647 +"3019300090","20140723T000000",535000,2,3.5,2560,5000,"1",0,0,4,6,1280,1280,1944,0,"98107",47.6681,-122.368,1390,4000 +"5492200090","20141007T000000",770126,4,2.75,2390,9300,"1",0,0,3,8,1430,960,1979,0,"98004",47.6035,-122.206,1910,9348 +"1777600900","20140710T000000",710000,4,2.5,2870,8995,"1",0,0,5,8,1870,1000,1968,0,"98006",47.5678,-122.128,2670,9672 +"9297301050","20140618T000000",465000,3,1.75,1510,4800,"1",0,2,3,7,860,650,1925,2011,"98126",47.5667,-122.372,1510,4800 +"5745600040","20140814T000000",359000,3,1.75,2200,11520,"1",0,0,4,7,2200,0,1952,0,"98133",47.7659,-122.341,1690,8038 +"2114700090","20150301T000000",151000,2,0.75,720,5040,"1",0,0,3,4,720,0,1949,0,"98106",47.5323,-122.347,1290,4120 +"2597530650","20140815T000000",820000,3,2.5,2970,9600,"2",0,0,3,9,2970,0,1994,0,"98006",47.5422,-122.132,2970,9707 +"1099600620","20150326T000000",160000,3,1.5,960,6497,"1",0,0,4,7,960,0,1970,0,"98023",47.3018,-122.378,1160,7080 +"3693901720","20140701T000000",535000,4,1.75,1420,5000,"1.5",0,0,4,7,1420,0,1945,0,"98117",47.6771,-122.397,1490,5000 +"7417100123","20150423T000000",365000,3,2.25,1800,9010,"1",0,0,3,7,1300,500,1975,0,"98155",47.7722,-122.312,1950,10240 +"8691410730","20150220T000000",708000,4,2.5,3090,5600,"2",0,0,3,9,3090,0,2005,0,"98075",47.597,-121.979,3080,5788 +"3832300090","20140709T000000",215000,3,1,1200,7280,"1",0,0,4,7,1200,0,1967,0,"98032",47.3724,-122.277,1200,8400 +"2525049113","20140725T000000",1.95e+006,4,3.5,4065,18713,"2",0,0,4,10,4065,0,1987,0,"98039",47.6209,-122.237,3070,18713 +"1523059103","20140926T000000",390000,4,2.5,2570,22215,"2",0,0,5,7,2570,0,1958,0,"98059",47.4833,-122.157,2460,6533 +"3187600100","20140513T000000",570000,3,2,1530,5401,"1",0,0,4,7,1530,0,1937,0,"98115",47.686,-122.304,1640,5467 +"1628700107","20140625T000000",383000,3,1.75,1500,13430,"1",0,0,3,7,1500,0,1977,0,"98072",47.7527,-122.082,1500,13430 +"1152700120","20150409T000000",370000,4,3,2490,5706,"2",0,0,3,9,2490,0,2005,0,"98042",47.3509,-122.165,2650,5880 +"0808300180","20150211T000000",454000,4,2.5,3040,12522,"2",0,0,3,7,3040,0,2000,0,"98019",47.7247,-121.959,2490,9742 +"3585300194","20150324T000000",1.4e+006,5,3.25,4140,32700,"1",0,4,3,10,2190,1950,1973,0,"98177",47.7633,-122.369,3220,22077 +"3342700610","20140728T000000",371000,4,1.75,1690,10854,"1",0,0,3,7,1690,0,1977,0,"98056",47.5241,-122.199,2390,7000 +"7376300085","20150505T000000",530000,3,1.75,1430,10350,"1",0,0,3,7,1430,0,1959,0,"98008",47.6353,-122.123,1890,10350 +"6204000040","20140610T000000",608000,4,2.75,2490,9714,"1",0,0,4,8,1400,1090,1983,0,"98011",47.7496,-122.201,2060,15300 +"3992700475","20141111T000000",450000,3,1.75,1350,7200,"1",0,0,5,7,1350,0,1954,0,"98125",47.713,-122.284,1100,7200 +"9510920120","20140730T000000",780000,4,2.5,3140,14421,"2",0,0,3,10,3140,0,1994,0,"98075",47.5943,-122.018,3140,17417 +"9485920120","20140829T000000",290000,4,2.5,2340,52272,"2",0,0,2,8,2340,0,1978,0,"98042",47.3468,-122.091,2480,40500 +"1685200110","20140916T000000",225000,3,1.75,1610,14182,"1",0,0,4,7,1100,510,1978,0,"98092",47.3174,-122.18,1510,8400 +"7574910650","20140911T000000",805000,4,2.5,3320,38032,"2",0,0,4,10,3320,0,1991,0,"98077",47.7478,-122.036,3270,37804 +"4178600040","20150407T000000",660000,3,2.5,2390,15669,"2",0,0,3,9,2390,0,1991,0,"98011",47.7446,-122.193,2640,12500 +"3793700210","20140613T000000",299000,3,1.75,1180,13927,"1",0,0,5,7,1180,0,1962,0,"98059",47.4818,-122.094,1400,13173 +"1972200325","20140919T000000",530000,2,2.25,1260,1312,"3",0,0,3,8,1260,0,2007,0,"98103",47.6538,-122.356,1300,1312 +"7010701383","20141017T000000",680000,3,2.5,1800,4400,"1",0,0,5,7,1350,450,1970,0,"98199",47.6599,-122.396,1920,4400 +"3353401340","20150216T000000",199900,4,1.75,1790,12000,"1",0,0,5,6,1790,0,1944,0,"98001",47.2664,-122.256,1550,9840 +"3352401037","20150108T000000",224000,3,1.75,1760,6300,"1",0,0,3,7,1060,700,1963,0,"98178",47.5003,-122.26,1340,7300 +"8802400906","20140829T000000",244000,3,1.75,1540,8885,"1",0,0,4,7,1440,100,1980,0,"98031",47.4031,-122.201,1540,12734 +"4443800940","20150408T000000",485000,4,1.75,1260,3880,"1",0,0,5,7,860,400,1918,0,"98117",47.687,-122.391,1000,3880 +"2215450100","20150112T000000",330000,4,2.5,2240,7589,"2",0,0,3,8,2240,0,1994,0,"98030",47.3824,-122.207,2250,7300 +"8900000100","20141231T000000",509000,4,2,1630,1724,"1.5",0,0,3,6,1030,600,1915,1970,"98119",47.6472,-122.362,1780,3810 +"8079010220","20141117T000000",440000,4,2.5,2350,7203,"2",0,0,3,8,2350,0,1989,0,"98059",47.5123,-122.151,2260,7274 +"8078050120","20141210T000000",244000,3,2,1350,8587,"1",0,0,3,7,1350,0,1998,0,"98022",47.2073,-122.012,1350,8587 +"1773101215","20140717T000000",399700,4,1.75,1320,4800,"1",0,0,4,7,870,450,1930,0,"98106",47.5534,-122.365,940,4800 +"2768100205","20140625T000000",519000,4,2.5,1950,2617,"1.5",0,0,4,7,1250,700,1910,0,"98107",47.6696,-122.372,1520,1438 +"5537200043","20140508T000000",211000,4,1,2100,9200,"1",0,0,3,7,1050,1050,1959,0,"98168",47.476,-122.292,1540,10033 +"0868000905","20140708T000000",950000,3,2.5,3480,7800,"1",0,0,4,7,1750,1730,1941,1998,"98177",47.7047,-122.378,3010,9918 +"8635760490","20140902T000000",410000,3,2.5,1830,2839,"2",0,0,3,8,1830,0,1999,0,"98074",47.6022,-122.021,1830,3011 +"3052700245","20150325T000000",750000,4,2,2640,5000,"2",0,0,3,7,2040,600,1949,0,"98117",47.678,-122.375,1330,5000 +"9320901250","20140910T000000",133400,3,1,900,2550,"1",0,0,4,6,900,0,1978,0,"98023",47.3036,-122.363,1120,2550 +"2420069042","20150424T000000",240000,3,2,1553,6550,"1",0,0,3,7,1553,0,1900,2001,"98022",47.2056,-121.994,1010,10546 +"6870300090","20140604T000000",539000,3,2.5,1710,2300,"2",0,0,3,8,1570,140,2005,0,"98052",47.6743,-122.142,2120,2856 +"1223089066","20140814T000000",688000,4,3,3400,292723,"2",0,0,3,10,3400,0,1998,0,"98045",47.4883,-121.725,1760,69696 +"7974200937","20140513T000000",465000,3,1.5,1270,5112,"1",0,0,3,7,1270,0,1950,0,"98115",47.676,-122.288,1580,5080 +"2998300146","20140617T000000",936000,3,1.75,2960,12420,"1",0,2,4,8,1480,1480,1952,0,"98116",47.5739,-122.406,2700,9106 +"7202290650","20141230T000000",620000,4,2.5,3040,9606,"2",0,0,3,7,3040,0,2003,0,"98053",47.6884,-122.044,1690,3849 +"1326039061","20141020T000000",429950,3,1.75,1430,9750,"1",0,0,5,7,1430,0,1962,0,"98133",47.7441,-122.357,1630,9282 +"4142450330","20140707T000000",296475,3,2.5,1520,4170,"2",0,0,3,7,1520,0,2004,0,"98038",47.3842,-122.04,1560,4237 +"6139100076","20150427T000000",330000,4,2,1820,9450,"1",0,0,3,7,1100,720,1962,0,"98155",47.7607,-122.329,1540,9450 +"8126300360","20140730T000000",445000,3,2.25,1800,11200,"1",0,0,3,8,1270,530,1979,0,"98052",47.7072,-122.164,1940,11250 +"1231000645","20140801T000000",846000,4,3.25,2720,4000,"2",0,1,3,10,2070,650,2014,0,"98118",47.5554,-122.267,1450,4000 +"8149600265","20150514T000000",725000,4,1.75,1980,5850,"1",0,1,4,8,1380,600,1960,0,"98116",47.5607,-122.391,1810,5850 +"9264950410","20150504T000000",369000,4,2.5,2550,7349,"2",0,0,3,9,2550,0,1989,0,"98023",47.3059,-122.349,2400,8508 +"9541800065","20140609T000000",625000,3,1.75,2210,16200,"1",0,0,3,8,1390,820,1958,0,"98005",47.5924,-122.175,2050,16200 +"7202330790","20140618T000000",535000,3,2,2120,4080,"2",0,0,3,7,2120,0,2003,0,"98053",47.682,-122.037,2280,4080 +"7335400065","20141218T000000",229950,4,1.5,1570,6717,"1",0,0,5,6,1570,0,1911,0,"98002",47.307,-122.217,1140,6716 +"1313500090","20150423T000000",229999,3,1.75,1310,6960,"1",0,0,4,7,1310,0,1974,0,"98092",47.2761,-122.153,1580,7200 +"1797500600","20140825T000000",850000,5,3.5,3150,4120,"2",0,0,3,8,2460,690,1911,2007,"98115",47.6754,-122.315,2080,4160 +"5561301220","20140610T000000",589900,4,4.5,3870,35889,"2",0,0,3,10,2530,1340,2001,0,"98027",47.4677,-122.01,3020,35366 +"5700002165","20141030T000000",513000,2,1,1840,4322,"1",0,0,4,7,1160,680,1914,0,"98144",47.5764,-122.289,1750,4322 +"9202650040","20140926T000000",401000,3,1,1120,8321,"1",0,0,4,6,1120,0,1941,1987,"98027",47.5631,-122.091,1980,8671 +"7211401975","20140905T000000",260000,3,2.5,1440,2500,"2",0,0,3,7,1440,0,2006,0,"98146",47.511,-122.359,1440,5000 +"0126039394","20150508T000000",525000,4,2.75,2300,26650,"1",0,0,4,8,2300,0,1950,0,"98177",47.7771,-122.362,2000,9879 +"3204800150","20150320T000000",470000,3,3.5,2070,11658,"1",0,0,4,8,1370,700,1977,0,"98056",47.537,-122.178,1930,8744 +"7686204750","20150121T000000",205000,4,1.5,1420,8063,"1",0,0,3,7,940,480,1962,0,"98198",47.4174,-122.316,1330,7515 +"7524950900","20150210T000000",620000,3,2.25,2010,7495,"1",0,0,4,8,1570,440,1979,0,"98027",47.5613,-122.083,2050,8402 +"7211400850","20140811T000000",229000,3,1.5,1200,5000,"1",0,0,3,6,1200,0,1979,0,"98146",47.5122,-122.357,1440,2500 +"8024202520","20140509T000000",445000,2,2,1150,6634,"1",0,0,3,7,860,290,1940,0,"98115",47.7001,-122.309,1680,6892 +"7340600068","20140514T000000",215000,2,1,1240,7200,"1",0,0,3,7,1240,0,1967,0,"98168",47.4971,-122.282,1130,9200 +"8682260850","20140729T000000",504975,2,2.5,1900,4871,"2",0,0,3,8,1900,0,2005,0,"98053",47.7132,-122.034,1640,4780 +"6804600720","20140801T000000",495000,4,2.25,2350,10072,"2",0,0,3,8,2350,0,1980,0,"98011",47.7628,-122.168,2210,9687 +"1865820300","20150311T000000",205000,3,1,1120,8342,"1",0,0,4,7,1120,0,1976,0,"98042",47.3732,-122.116,1190,6660 +"3163600076","20140730T000000",152275,1,1,1020,6871,"1",0,0,3,6,1020,0,1937,1946,"98146",47.5051,-122.338,1260,6933 +"5418500650","20150325T000000",586000,4,2.25,1930,8338,"1",0,0,3,8,1930,0,1968,0,"98125",47.7026,-122.285,2280,7616 +"8682220230","20141017T000000",779950,2,2.5,2680,7625,"1",0,0,3,9,2680,0,2002,0,"98053",47.7094,-122.024,2310,7395 +"3578401210","20141218T000000",557000,4,1.75,2660,11315,"2",0,0,4,8,2660,0,1983,0,"98074",47.6204,-122.044,1980,11315 +"9122001225","20141029T000000",610000,4,2.25,2200,7200,"1",0,2,4,8,1220,980,1958,0,"98144",47.5818,-122.296,1940,6000 +"5667100025","20140708T000000",405000,3,1.5,1010,7683,"1.5",0,0,5,7,1010,0,1953,0,"98125",47.72,-122.318,1550,7271 +"5089700750","20140509T000000",320000,4,2.25,2310,7490,"2",0,0,3,8,2310,0,1980,0,"98055",47.4379,-122.192,2310,8480 +"3331500650","20140919T000000",356000,3,1,920,3863,"1",0,0,3,6,920,0,1970,0,"98118",47.5524,-122.27,1080,5150 +"9528102865","20150226T000000",794500,5,3,3030,4120,"1.5",0,0,4,7,1930,1100,1913,0,"98115",47.6771,-122.319,1280,3090 +"6928000590","20140508T000000",349000,3,1.75,1590,9620,"1",0,0,3,7,1590,0,1988,0,"98059",47.4815,-122.152,2980,9398 +"1423069162","20140604T000000",549000,4,2.25,2740,88426,"2",0,0,3,7,2740,0,1991,0,"98027",47.4734,-122.006,2740,62726 +"7877400245","20140718T000000",193000,3,1,960,10761,"1",0,0,4,6,960,0,1962,0,"98002",47.2819,-122.224,960,10761 +"7430500301","20141016T000000",700000,3,1.5,2240,7227,"2",0,1,3,9,1440,800,1977,0,"98008",47.6208,-122.093,3150,16150 +"7852010900","20150324T000000",523000,3,2.5,2400,6182,"2",0,0,3,8,2400,0,1998,0,"98065",47.5363,-121.87,2420,5829 +"4022900652","20141118T000000",565000,5,3.25,2860,20790,"1",0,0,4,7,1800,1060,1965,0,"98155",47.7757,-122.295,1920,9612 +"7852030790","20150505T000000",500000,4,2.5,2960,5027,"2",0,0,3,7,2960,0,2000,0,"98065",47.5328,-121.881,2760,5500 +"3528900330","20140707T000000",1.45e+006,4,3.25,3770,4103,"2",0,0,5,9,2710,1060,1925,0,"98109",47.641,-122.349,2560,4160 +"2623069106","20150219T000000",710000,6,3.5,3830,68825,"2",0,0,3,9,3830,0,1995,0,"98027",47.4574,-122.003,2410,68825 +"0088000173","20141015T000000",333000,4,2,2750,9001,"1",0,0,3,8,2750,0,2008,0,"98055",47.457,-122.189,1340,11050 +"3179102305","20140717T000000",580000,3,1.75,2100,6874,"1",0,0,3,7,1300,800,1943,0,"98115",47.6724,-122.279,2220,5912 +"5379803386","20140801T000000",289950,4,1.75,1500,8400,"1",0,0,3,7,1200,300,1956,0,"98188",47.4531,-122.273,1780,9913 +"8127700845","20150219T000000",375000,2,1,710,4618,"1",0,1,3,5,710,0,1925,0,"98199",47.64,-122.394,1810,4988 +"8562901010","20140926T000000",505000,2,3,2770,10800,"1.5",0,0,5,8,1910,860,1984,0,"98074",47.6082,-122.057,2140,10800 +"4058200915","20140721T000000",324950,3,1.75,2050,6720,"1",0,2,3,7,1050,1000,1939,0,"98178",47.5058,-122.235,2380,7260 +"8861700110","20140714T000000",490000,4,2.25,1960,10275,"2",0,0,3,7,1960,0,1965,0,"98052",47.6887,-122.124,1560,10275 +"6822100155","20140512T000000",630000,4,2,1770,6000,"2",0,0,5,7,1770,0,1911,1981,"98199",47.6493,-122.401,1340,6000 +"3345700215","20140620T000000",595000,3,2.75,3290,22649,"2",0,0,4,8,3290,0,1993,0,"98056",47.5241,-122.193,2750,6119 +"0582000644","20150501T000000",872500,4,2,1990,6000,"1",0,0,3,9,1260,730,1956,2015,"98199",47.6515,-122.397,1770,6000 +"6126601380","20150222T000000",490000,2,1,1760,5250,"1",0,2,4,7,1000,760,1951,0,"98126",47.5577,-122.379,1760,5400 +"3303850330","20141216T000000",1.9e+006,4,3.25,5080,27755,"2",0,0,3,11,5080,0,2001,0,"98006",47.5423,-122.111,4730,22326 +"3343902281","20150505T000000",310000,2,1,1020,8102,"1",0,0,3,7,1020,0,1956,0,"98056",47.5135,-122.193,1770,7291 +"2023059052","20150504T000000",450000,3,1,1350,92721,"1",0,0,2,6,1200,150,1946,0,"98055",47.4657,-122.198,1860,8096 +"7504001430","20141023T000000",539000,3,1.5,1740,12000,"2",0,0,3,9,1740,0,1974,0,"98074",47.6276,-122.053,2580,12224 +"9290850330","20140707T000000",888550,3,2.5,3540,38322,"2",0,0,3,10,3540,0,1989,0,"98053",47.6892,-122.048,3540,35926 +"7955080300","20140714T000000",269950,3,2.5,1520,8720,"1",0,0,3,7,1080,440,1981,0,"98058",47.4267,-122.157,1720,7551 +"3980300371","20140926T000000",142000,0,0,290,20875,"1",0,0,1,1,290,0,1963,0,"98024",47.5308,-121.888,1620,22850 +"3755100220","20140819T000000",300000,3,1.75,1310,9761,"1",0,0,3,7,1310,0,1967,0,"98034",47.721,-122.228,1490,9600 +"3425059076","20140922T000000",780000,2,3.25,3000,24004,"1",0,0,3,10,2410,590,1952,0,"98005",47.611,-122.157,4270,24506 +"8728550150","20140715T000000",545000,3,2.5,2660,20369,"2",0,0,3,8,2660,0,1992,0,"98027",47.5234,-122.055,2720,12927 +"2108500110","20150415T000000",278000,3,2.25,2120,9804,"2",0,0,3,7,2120,0,1994,0,"98042",47.3596,-122.16,2120,7200 +"7941130110","20141201T000000",342000,3,2.25,1200,2845,"2",0,0,3,7,1200,0,1986,0,"98034",47.7151,-122.203,1220,2140 +"1545807180","20150506T000000",190000,4,1.75,1900,9861,"1",0,0,4,7,1900,0,1967,0,"98038",47.3615,-122.057,1720,7967 +"1972200382","20141121T000000",387000,2,1.5,1010,948,"3",0,0,3,8,1010,0,1999,0,"98103",47.6529,-122.355,1330,1318 +"2473420100","20150304T000000",279950,3,2.25,1850,7480,"2",0,0,3,7,1850,0,1978,0,"98058",47.452,-122.159,1870,7480 +"0722059020","20150318T000000",550000,6,4.5,4520,40164,"2",0,0,3,9,3580,940,1953,2008,"98031",47.407,-122.216,2870,13068 +"1626079154","20140520T000000",439000,3,2,2010,251341,"2",0,0,3,8,1510,500,2003,0,"98019",47.7416,-121.91,1780,108900 +"1152000040","20141010T000000",774888,3,2.25,2420,23507,"1",0,0,4,8,2420,0,1969,0,"98027",47.5107,-122.027,2540,22257 +"5152960330","20140610T000000",480000,5,2.5,2732,9500,"1",0,2,4,8,1870,862,1975,0,"98003",47.3436,-122.323,2720,10000 +"6431000206","20140508T000000",835000,4,2,1910,6960,"1.5",0,0,5,8,1910,0,1941,0,"98103",47.6893,-122.348,1360,3300 +"2397101185","20150303T000000",1.5e+006,5,3.5,3520,5400,"2",0,0,3,9,2400,1120,2008,0,"98119",47.6364,-122.363,1360,3600 +"2922700865","20150326T000000",771000,4,2,2220,3760,"1.5",0,0,4,7,1370,850,1929,0,"98117",47.6876,-122.368,1620,3760 +"3271800870","20140807T000000",1.225e+006,4,2.25,2020,5800,"1",0,3,4,9,1760,260,1941,0,"98199",47.6471,-122.412,3100,5800 +"1562200090","20141017T000000",600000,4,2.5,2090,7290,"1",0,0,5,8,1420,670,1966,0,"98007",47.624,-122.142,2110,8436 +"1431700210","20140702T000000",305000,3,1,1580,7424,"1",0,0,3,7,1010,570,1962,0,"98058",47.4607,-122.171,1710,7772 +"2566300100","20150327T000000",1.388e+006,5,1.75,2650,11340,"1",0,0,3,8,2650,0,1955,0,"98004",47.626,-122.213,2780,13204 +"5379806155","20140910T000000",216500,3,1,1020,11652,"1",0,0,4,6,1020,0,1971,0,"98188",47.4459,-122.278,1690,11652 +"0952006857","20150122T000000",370000,3,2.5,1070,1219,"2",0,0,3,7,720,350,2004,0,"98116",47.5618,-122.384,1070,1254 +"3792400110","20140630T000000",492650,4,1.75,2120,9786,"1",0,0,3,8,1640,480,1967,0,"98177",47.7753,-122.365,2310,8787 +"3755100540","20140725T000000",431200,5,1.75,1360,10609,"1",0,0,3,7,1060,300,1966,0,"98034",47.7203,-122.229,1490,9935 +"2122059014","20150409T000000",277500,4,2,1700,12048,"2",0,0,3,7,1700,0,1990,0,"98030",47.3748,-122.186,1960,7650 +"0110000040","20150317T000000",278000,5,1.5,1820,8712,"1",0,0,5,7,1090,730,1960,0,"98032",47.3712,-122.289,1820,8712 +"3876800580","20140902T000000",351000,4,1,1430,8400,"1",0,0,3,6,730,700,1969,0,"98072",47.7417,-122.172,1310,8240 +"3127200021","20140616T000000",850000,4,3.5,4140,7089,"2",0,0,3,10,3160,980,2003,0,"98034",47.7059,-122.2,2640,8896 +"2397101460","20140811T000000",885000,2,2,1313,3600,"1",0,0,3,8,1313,0,1904,2012,"98119",47.6369,-122.365,1080,3600 +"1720069146","20140715T000000",399950,3,2,1590,87120,"1",0,3,3,8,1590,0,1998,0,"98022",47.2241,-122.072,2780,183161 +"7878400043","20140805T000000",185000,3,1.75,1080,9262,"1",0,0,3,7,1080,0,1968,0,"98178",47.4883,-122.248,1090,9262 +"9282801030","20140925T000000",440000,5,3,2730,6000,"1",0,0,3,8,1470,1260,1979,0,"98178",47.4994,-122.234,2590,6000 +"6072800265","20140813T000000",2.395e+006,4,3.25,3800,19798,"2",0,0,3,10,3800,0,1969,2009,"98006",47.5684,-122.19,3940,18975 +"5267000180","20140821T000000",299000,3,2.25,2540,9961,"1",0,0,4,8,1320,1220,1969,0,"98031",47.41,-122.208,1870,10251 +"2722049077","20140828T000000",299500,3,1.75,1810,34500,"1",0,0,3,8,1230,580,1980,0,"98032",47.3707,-122.275,2090,9735 +"1115100278","20150317T000000",420000,3,1.5,1540,7506,"1",0,0,5,7,1540,0,1961,0,"98155",47.7565,-122.325,2180,7653 +"8075400530","20140627T000000",234000,4,1,1390,18000,"1",0,0,3,7,1390,0,1955,2013,"98032",47.3885,-122.284,1390,18000 +"1997200245","20140714T000000",540000,2,1.75,1460,4800,"1",0,0,5,7,850,610,1950,0,"98103",47.6928,-122.339,2050,5592 +"0926069009","20140609T000000",649950,4,2.5,2350,63162,"2",0,0,4,8,2350,0,1994,0,"98077",47.7545,-122.047,2370,63162 +"6381500110","20150108T000000",330000,3,1,1160,7912,"1",0,0,4,7,1160,0,1956,0,"98125",47.7336,-122.306,1190,7482 +"7203100850","20150427T000000",840000,4,3.25,3500,5960,"2",0,0,3,9,3500,0,2010,0,"98053",47.6944,-122.022,3390,6856 +"3529300330","20141107T000000",370000,3,2.5,1980,6922,"2",0,0,5,8,1980,0,1991,0,"98031",47.396,-122.184,2090,7697 +"3204800330","20140625T000000",410000,3,1.5,1250,7700,"1",0,0,5,7,1250,0,1968,0,"98056",47.5383,-122.178,1430,7700 +"6411600411","20141209T000000",257000,2,1,770,7200,"1",0,0,3,7,770,0,1951,0,"98125",47.7143,-122.325,1320,7139 +"8685500145","20141230T000000",350000,3,1,1920,6710,"1",0,0,3,7,1320,600,1959,0,"98118",47.5346,-122.286,1810,5600 +"7277100610","20140825T000000",380000,2,1,1120,7560,"1",0,1,3,6,1120,0,1947,0,"98177",47.77,-122.39,1120,7200 +"1775800750","20150310T000000",344000,3,1,1150,12402,"1",0,0,4,6,1150,0,1969,0,"98072",47.7422,-122.099,1400,13600 +"2856101105","20140527T000000",488000,3,2.5,1590,2550,"3",0,0,3,7,1590,0,1985,0,"98117",47.6772,-122.393,1260,5100 +"4443800705","20141008T000000",465000,3,1,910,3880,"1",0,0,3,7,780,130,1942,0,"98117",47.6862,-122.392,1220,3880 +"3878900464","20150504T000000",229500,2,1.75,1870,6625,"1",0,0,3,7,960,910,1948,0,"98178",47.5071,-122.249,1680,6000 +"8151600900","20141112T000000",445000,5,3,2420,11250,"2",0,0,3,8,2420,0,2013,0,"98146",47.5082,-122.362,1510,9950 +"1612500155","20150317T000000",246000,4,1.5,2120,7110,"1.5",0,0,3,6,2120,0,1919,0,"98030",47.3846,-122.227,1540,7110 +"4140500180","20140604T000000",545000,5,2.5,2730,17240,"1",0,0,5,7,1660,1070,1958,0,"98028",47.7646,-122.267,2250,13200 +"3342103174","20140813T000000",518000,4,2.5,2560,5672,"2",0,1,3,8,2560,0,2005,0,"98056",47.5222,-122.201,2190,6788 +"2078500210","20141031T000000",565000,4,2.5,2620,10016,"2",0,0,3,8,2620,0,1996,0,"98056",47.5295,-122.179,2620,10016 +"3955900910","20150410T000000",445000,4,2.5,2760,8558,"2",0,0,3,7,2760,0,2001,0,"98056",47.4802,-122.189,2760,7703 +"3472800068","20140717T000000",968000,5,2.5,2900,9799,"1",0,0,3,8,1450,1450,1959,0,"98004",47.6255,-122.208,2810,9687 +"8928100205","20150331T000000",725000,3,2,1820,6324,"1",0,0,5,7,910,910,1945,0,"98115",47.6823,-122.27,1850,6440 +"2473400110","20140826T000000",315500,3,1.75,1870,8400,"1",0,0,3,7,990,880,1977,0,"98058",47.454,-122.164,1750,8400 +"2558720120","20140505T000000",487585,4,1.75,2010,9211,"1",0,0,3,7,1470,540,1977,0,"98034",47.7206,-122.171,1840,8500 +"2023049361","20150323T000000",246500,2,1,940,6000,"1",0,0,2,7,940,0,1954,0,"98148",47.4631,-122.329,1890,8547 +"6821101285","20140814T000000",819000,3,1.75,1850,6000,"1.5",0,0,3,8,1650,200,1913,1999,"98199",47.6528,-122.401,1540,6000 +"2780910100","20141218T000000",349900,5,2.5,2530,4229,"2",0,0,3,7,2530,0,2004,0,"98038",47.3531,-122.021,2070,4879 +"9357000230","20140822T000000",267000,3,1,940,4700,"1",0,0,4,6,940,0,1942,0,"98146",47.5117,-122.378,1020,5700 +"3649100015","20150513T000000",480000,3,2.25,1820,15000,"1",0,0,3,7,1480,340,1978,0,"98028",47.7401,-122.249,1930,13600 +"1189000180","20140910T000000",525000,2,1,1510,3360,"1",0,0,3,7,880,630,1924,0,"98122",47.6135,-122.297,1330,3360 +"3905120610","20140625T000000",578000,4,2.5,2070,5415,"2",0,0,3,8,2070,0,1996,0,"98029",47.5706,-122.006,2120,5331 +"0993002177","20150506T000000",345000,3,2.5,1380,1547,"3",0,0,3,8,1380,0,2000,0,"98103",47.6908,-122.341,1380,1465 +"6384500535","20150326T000000",499000,3,1,1270,6250,"1",0,0,3,7,910,360,1955,0,"98116",47.5694,-122.397,2000,6250 +"7751800115","20140826T000000",425000,3,1.5,1390,9680,"1",0,0,4,7,1390,0,1956,0,"98008",47.634,-122.125,1460,10050 +"4137020820","20141027T000000",268000,4,3,1840,7510,"2",0,0,5,8,1840,0,1988,2013,"98092",47.2595,-122.218,1650,7957 +"9407000230","20141204T000000",240000,3,1,1600,12566,"1",0,0,4,7,1600,0,1971,0,"98045",47.4431,-121.765,1600,10650 +"3306200230","20150303T000000",147000,3,1.5,1480,9606,"1",0,0,4,7,1100,380,1964,0,"98023",47.2978,-122.363,1600,9619 +"3888100176","20150306T000000",500000,4,2,2120,7806,"1",0,0,4,6,1770,350,1949,0,"98033",47.6859,-122.166,1560,9920 +"7011201325","20141028T000000",1.01e+006,4,2.75,2940,5400,"1.5",0,2,5,8,1940,1000,1910,0,"98119",47.6366,-122.369,1970,2008 +"1424130220","20150309T000000",991500,4,3,3820,26895,"2",0,2,3,11,3820,0,1995,0,"98072",47.7253,-122.092,3820,24751 +"9165100375","20141118T000000",510000,5,2,2740,3838,"1",0,0,4,7,1370,1370,1959,0,"98117",47.6819,-122.393,1660,4040 +"1651500040","20140801T000000",1.98e+006,4,4,4360,12081,"2",0,0,3,10,4360,0,2007,0,"98004",47.6377,-122.219,2180,10800 +"8929000090","20140702T000000",484998,4,2.5,1540,1870,"2",0,0,3,8,1540,0,2014,0,"98029",47.5524,-121.999,1540,1619 +"3303850360","20140625T000000",1.28e+006,4,3.5,4660,17398,"2",0,2,3,11,4660,0,2003,0,"98006",47.5422,-122.112,5080,24913 +"2011000120","20140529T000000",210000,3,1.75,1590,7617,"2",0,0,3,7,1590,0,1986,0,"98198",47.3819,-122.312,1490,7450 +"6751100205","20140804T000000",450000,2,1,1180,10720,"1",0,0,4,7,1180,0,1955,0,"98007",47.5893,-122.135,1420,10750 +"5078400035","20150402T000000",875000,4,1.75,2360,8286,"1",0,0,3,7,1320,1040,1952,0,"98004",47.6226,-122.205,1680,7630 +"6073300530","20150428T000000",529950,4,2.75,1860,7500,"1",0,0,5,8,1220,640,1967,0,"98056",47.5398,-122.173,2020,8137 +"9818700645","20140723T000000",415000,3,1.75,1470,4000,"1",0,0,3,7,1070,400,1979,0,"98122",47.6067,-122.298,1280,3500 +"6181700625","20150220T000000",590000,4,2,2990,12970,"1.5",0,2,4,7,1960,1030,1948,0,"98028",47.7605,-122.258,2500,10680 +"8718500610","20140526T000000",379950,3,1.5,1690,9144,"1",0,0,4,7,1140,550,1956,0,"98028",47.739,-122.253,1840,10600 +"7950302150","20150410T000000",385000,1,1,660,3570,"1",0,0,3,6,660,0,1906,0,"98118",47.5659,-122.284,1520,4080 +"0923000115","20141029T000000",588000,3,1.75,2310,7620,"2",0,0,3,8,2310,0,1942,1988,"98177",47.7266,-122.363,2200,7672 +"1722800835","20140811T000000",252500,2,1,770,2191,"1",0,0,3,6,770,0,1937,0,"98108",47.5512,-122.323,940,5000 +"7436300180","20140519T000000",530000,3,3.5,2320,3174,"2",0,0,3,9,2060,260,1997,0,"98033",47.6897,-122.175,2320,3187 +"1630700276","20150105T000000",385000,2,1.5,1370,159865,"1",0,0,3,7,1370,0,1960,0,"98072",47.7592,-122.092,1370,16217 +"2558670110","20140829T000000",419000,3,2.25,1700,7650,"1",0,0,4,7,1340,360,1975,0,"98034",47.7214,-122.166,1980,7200 +"0402000110","20141017T000000",175000,2,1,960,5508,"1",0,0,3,6,770,190,1951,0,"98118",47.5307,-122.277,1280,5304 +"0442000175","20150331T000000",515000,2,1,1150,5664,"1",0,0,3,7,870,280,1948,0,"98115",47.6894,-122.284,1380,5664 +"8825900410","20150218T000000",945000,4,2.5,2910,4680,"1.5",0,0,5,9,1850,1060,1937,0,"98115",47.6745,-122.31,1960,4120 +"0984210120","20140620T000000",359900,5,2.25,2290,7420,"1",0,0,3,7,1290,1000,1973,0,"98058",47.4375,-122.166,1660,7526 +"8044050040","20140807T000000",419950,4,2.5,2260,5164,"2",0,0,3,8,2260,0,1996,0,"98056",47.509,-122.166,2260,5866 +"2771604370","20140926T000000",460000,3,1.75,1300,4000,"1",0,0,3,7,900,400,1953,0,"98199",47.6368,-122.388,1750,4000 +"5028602020","20150305T000000",255000,3,2.25,1850,7151,"2",0,0,3,7,1850,0,1989,0,"98023",47.2843,-122.352,1710,6827 +"0643300040","20141104T000000",481000,4,1.75,1920,9500,"1",0,0,4,7,1470,450,1966,0,"98006",47.5683,-122.177,1820,10091 +"0643300040","20150313T000000",719521,4,1.75,1920,9500,"1",0,0,4,7,1470,450,1966,0,"98006",47.5683,-122.177,1820,10091 +"0224059025","20140620T000000",1.08e+006,3,3,4910,43560,"2",0,0,4,10,4000,910,1989,0,"98007",47.5911,-122.131,3540,12288 +"3379200100","20140523T000000",334000,4,2.5,2210,6080,"1",0,2,4,8,1410,800,1965,0,"98178",47.4915,-122.228,2210,6175 +"6338000493","20140912T000000",675000,4,2.75,2280,3200,"1.5",0,0,5,8,1520,760,1931,0,"98105",47.6709,-122.282,1970,4687 +"0293000068","20140613T000000",556000,3,1.75,1640,7437,"1",0,0,3,7,1090,550,1948,0,"98126",47.5324,-122.38,1640,7436 +"6169901095","20140815T000000",900000,4,2,1980,7200,"2",0,3,3,8,1700,280,1910,0,"98119",47.6318,-122.369,2490,4200 +"4443800375","20141002T000000",400000,3,1,900,4084,"1.5",0,0,3,7,900,0,1910,0,"98117",47.684,-122.393,1280,4080 +"9376301800","20150324T000000",724950,4,1.75,1960,4340,"1",0,0,5,8,980,980,1912,0,"98117",47.6847,-122.37,1630,4360 +"6799300150","20140903T000000",321000,4,2.25,1800,4500,"2",0,0,4,8,1800,0,2004,0,"98031",47.394,-122.183,2010,5050 +"3271800910","20140701T000000",1.35692e+006,4,3.5,4270,5800,"2",0,3,5,10,3170,1100,1937,0,"98199",47.6474,-122.411,3100,5800 +"0042000245","20140613T000000",171000,4,2,1520,19672,"1",0,0,3,6,1020,500,1920,0,"98188",47.4683,-122.281,1810,7840 +"1625069101","20140707T000000",1.36e+006,4,3,5430,108900,"2",0,0,4,10,5430,0,1987,0,"98053",47.6582,-122.038,3170,107076 +"4046700110","20150224T000000",323000,3,1.75,1950,15037,"1",0,0,3,7,1950,0,1989,0,"98014",47.6892,-121.913,1760,15181 +"2423600100","20140502T000000",491500,4,1.75,2190,125452,"1",0,2,3,9,2190,0,1968,0,"98092",47.2703,-122.069,3000,125017 +"0621069154","20140721T000000",226000,4,1.5,1200,10890,"1",0,0,5,7,1200,0,1972,0,"98042",47.3423,-122.088,1250,10139 +"2436200025","20141009T000000",580000,6,1.75,2180,4000,"1.5",0,0,4,7,1380,800,1926,0,"98105",47.6643,-122.29,1720,4000 +"9808610410","20140822T000000",640000,4,2.5,2320,11259,"2",0,0,3,9,2320,0,1982,0,"98004",47.6443,-122.194,2820,11770 +"1370803640","20140820T000000",619790,3,1.75,1040,5097,"1",0,0,4,7,800,240,1944,0,"98199",47.6385,-122.401,1630,5097 +"3779300210","20140630T000000",383962,4,2.5,2700,6998,"2",0,0,3,8,2700,0,2001,0,"98188",47.4694,-122.263,2350,10550 +"0424049059","20140815T000000",373000,3,2,1400,2445,"1",0,0,3,7,840,560,2002,0,"98144",47.5926,-122.299,1400,3200 +"5422560850","20141210T000000",541338,3,2.5,2060,8123,"2",0,0,3,8,1010,1050,1977,0,"98052",47.6642,-122.13,1760,6170 +"0558100065","20141003T000000",254922,2,1,780,8160,"1",0,0,4,6,780,0,1953,0,"98133",47.7356,-122.34,1310,8160 +"4442800040","20140624T000000",575000,3,2.25,2400,5000,"1.5",0,0,4,7,1440,960,1926,0,"98117",47.6897,-122.393,1630,5000 +"4038600300","20140902T000000",650000,4,3,2900,15535,"1",0,2,4,7,1870,1030,1961,0,"98008",47.612,-122.119,2330,10217 +"5070000120","20140813T000000",269950,3,1.5,1740,9547,"1",0,0,4,7,1740,0,1962,0,"98055",47.4475,-122.213,1780,9936 +"0795002450","20150430T000000",270950,2,1,780,6250,"1",0,0,3,6,780,0,1942,0,"98168",47.5099,-122.33,1280,7100 +"3579000180","20141229T000000",495000,3,2.75,2430,14861,"1",0,0,3,9,1530,900,1988,0,"98028",47.7461,-122.247,2230,10300 +"6821102170","20140507T000000",794154,4,2,2210,8556,"1",0,1,4,8,1210,1000,1954,0,"98199",47.6498,-122.396,2190,7975 +"5151900110","20141219T000000",340768,3,1.5,1510,11200,"1",0,0,4,8,1510,0,1960,0,"98003",47.3347,-122.325,2110,12070 +"5101407790","20140801T000000",375000,2,1,900,5413,"1",0,0,3,7,900,0,1947,0,"98125",47.7047,-122.307,1280,6380 +"2538400040","20140524T000000",820000,4,2.5,3670,7000,"2",0,0,3,10,3670,0,2005,0,"98075",47.5854,-122.08,3680,7437 +"1025049266","20140930T000000",555000,2,2.25,1160,954,"2",0,0,3,8,960,200,2014,0,"98105",47.6647,-122.284,1160,1327 +"4340610040","20140612T000000",312500,2,1.5,1070,1200,"2",0,0,3,7,1070,0,1999,0,"98103",47.697,-122.347,1070,1200 +"3204300610","20141202T000000",450000,2,1,950,4560,"1.5",0,0,3,7,950,0,1925,0,"98112",47.6288,-122.3,2040,4560 +"6793300220","20150105T000000",739000,3,2.75,2950,6667,"2",0,0,3,9,2950,0,2003,0,"98029",47.5577,-122.026,3340,6667 +"1568100087","20150413T000000",320000,3,2,1420,1716,"2",0,0,3,7,1050,370,2003,0,"98155",47.7364,-122.295,1420,8150 +"4338800600","20140609T000000",235000,3,1,1590,13000,"1.5",0,0,3,6,1590,0,1944,0,"98166",47.4789,-122.346,1460,8400 +"7211400535","20150323T000000",275500,4,1,1290,5000,"1.5",0,0,3,7,1290,0,1957,0,"98146",47.5128,-122.358,1440,2500 +"8682261140","20140618T000000",564000,2,2,1690,4500,"1",0,0,3,8,1690,0,2004,0,"98053",47.7133,-122.031,1640,4500 +"4435000145","20150501T000000",263000,4,1.75,1340,8700,"1.5",0,0,3,6,1340,0,1958,0,"98188",47.4514,-122.287,1240,8700 +"0421059018","20141104T000000",257000,3,1.75,1397,18000,"1",0,0,3,7,1397,0,1965,2014,"98092",47.3388,-122.166,1950,31294 +"1321059013","20150319T000000",725000,4,2.5,3750,218506,"2",0,0,3,10,3750,0,1991,0,"98092",47.3045,-122.103,2540,39413 +"2143700406","20141211T000000",300000,3,2.25,2000,7560,"1",0,0,3,7,1400,600,1979,0,"98055",47.4798,-122.228,2040,6949 +"8961950410","20140707T000000",328000,3,2,2250,7904,"1.5",0,0,3,8,2250,0,1998,0,"98001",47.3165,-122.252,2460,8622 +"1788800770","20140728T000000",187500,3,1,840,8400,"1",0,0,3,6,840,0,1959,0,"98023",47.3281,-122.344,1030,8640 +"7518507685","20150223T000000",400000,3,1,1100,5100,"2",0,0,4,7,1100,0,1900,0,"98117",47.679,-122.386,1540,5100 +"2490200220","20150302T000000",515000,3,1.5,1660,5100,"1",0,0,4,7,1210,450,1954,0,"98136",47.5345,-122.383,1440,5100 +"0284000025","20150420T000000",1.41e+006,2,2,2180,18525,"1",1,4,5,9,1580,600,1952,0,"98146",47.5036,-122.387,2480,21503 +"0522059189","20150417T000000",235000,3,1,1460,8400,"1",0,0,3,7,1460,0,1958,0,"98055",47.4243,-122.198,1460,9600 +"7203150330","20140717T000000",669000,4,2.5,2470,4945,"2",0,0,3,8,2470,0,2012,0,"98053",47.6898,-122.015,2510,4988 +"3124089060","20150424T000000",282000,3,1,1250,13503,"1.5",0,0,4,6,1250,0,1931,0,"98065",47.526,-121.829,1450,13503 +"7518504130","20140626T000000",663000,3,2,1480,3876,"1",0,0,5,7,860,620,1928,0,"98117",47.6808,-122.382,1660,3774 +"7893802670","20150424T000000",279900,3,3.25,2240,5000,"2",0,0,3,9,1540,700,1989,0,"98198",47.4114,-122.334,1800,7500 +"2548100180","20140507T000000",335000,3,2,1570,7200,"1",0,0,4,7,1570,0,1952,0,"98155",47.7501,-122.314,1410,7434 +"4024100915","20141231T000000",689000,4,2.75,3250,10000,"2",0,0,3,9,3250,0,2014,0,"98155",47.7557,-122.309,1620,10089 +"1026069106","20150421T000000",413100,3,2.25,1790,231303,"1",0,0,3,7,1250,540,1980,0,"98077",47.7558,-122.027,2090,93654 +"7852020720","20150327T000000",506950,3,2.5,2080,4931,"2",0,0,3,8,2080,0,2000,0,"98065",47.5342,-121.868,1890,4229 +"9828702265","20140506T000000",500000,3,2.5,1480,1171,"3",0,0,3,8,1480,0,2006,0,"98112",47.62,-122.3,1480,1231 +"5104511250","20140613T000000",540000,5,3,3610,9775,"2",0,0,3,8,3610,0,2003,0,"98038",47.3545,-122.011,2800,8582 +"9828201885","20140822T000000",812000,3,2.5,2040,4559,"2",0,0,3,9,2040,0,1998,0,"98122",47.6156,-122.295,1500,4500 +"7525950110","20140828T000000",1.2e+006,4,3.25,3850,19842,"2",0,3,3,11,3180,670,1989,0,"98074",47.6239,-122.065,4320,19500 +"3211260120","20141215T000000",370000,3,2.25,3230,35306,"2",0,0,3,9,3230,0,1987,0,"98092",47.3065,-122.113,2760,35285 +"7250000065","20140825T000000",338000,3,2,2440,23512,"1",0,0,3,6,1640,800,1933,0,"98148",47.4594,-122.326,1630,19613 +"1446400564","20140507T000000",185000,4,1,1490,6600,"1",0,0,3,7,1490,0,1969,0,"98168",47.4835,-122.332,1280,6600 +"0224059021","20141219T000000",450000,3,1,1150,35415,"1",0,0,4,7,1010,140,1950,0,"98008",47.5974,-122.129,2460,11781 +"6392000625","20140712T000000",451000,2,1,900,6000,"1",0,0,3,7,900,0,1944,2004,"98115",47.6855,-122.289,1460,4800 +"6817850110","20150421T000000",785000,4,2.5,3210,24527,"1.5",0,0,3,11,3210,0,1984,0,"98074",47.6399,-122.052,3280,24527 +"3902100175","20140728T000000",850000,5,3,3900,5250,"1.5",0,1,5,8,2620,1280,1931,0,"98116",47.5577,-122.389,1950,5700 +"7205400180","20141223T000000",235000,3,1,1240,18000,"1",0,0,2,7,1240,0,1943,0,"98198",47.3514,-122.315,1240,18000 +"7351200295","20150114T000000",1.15e+006,3,1.75,1760,6788,"2",1,4,3,7,1760,0,1940,1960,"98125",47.7336,-122.284,1630,7588 +"0291310260","20140516T000000",377500,3,2.25,1410,1377,"2",0,0,3,7,1290,120,2005,0,"98027",47.5342,-122.067,1445,1370 +"3026059204","20140530T000000",825500,3,2.5,2780,11964,"2",0,0,3,9,2780,0,2009,0,"98034",47.7127,-122.216,1760,9640 +"2856102105","20140610T000000",1.0595e+006,5,3.25,3230,3825,"2",0,0,3,9,2480,750,2014,0,"98117",47.6785,-122.392,1480,5100 +"3343301343","20141120T000000",880000,5,3.5,4600,8764,"2",0,0,3,10,3180,1420,2007,0,"98006",47.5491,-122.19,3210,9431 +"8682302030","20140521T000000",413800,3,2,1440,4421,"1",0,0,3,8,1440,0,2007,0,"98053",47.7188,-122.024,1440,4157 +"1048000160","20140627T000000",504200,2,1.5,1200,1687,"3",0,0,3,8,1200,0,2008,0,"98103",47.6491,-122.334,1240,1296 +"5714200140","20150422T000000",421500,4,3,2793,5703,"2",0,0,3,9,2793,0,2009,0,"98030",47.3682,-122.178,2793,5704 +"1152200030","20150305T000000",855169,4,2.5,2970,5050,"2",0,0,3,8,2970,0,2014,0,"98052",47.7043,-122.122,2810,4998 +"3157600075","20150207T000000",380000,3,2,1440,3218,"1",0,0,3,7,850,590,2008,0,"98106",47.5655,-122.36,1170,5000 +"1972200554","20140804T000000",580000,3,2.25,1480,1026,"3",0,0,3,8,1480,0,2014,0,"98103",47.6536,-122.354,1570,1283 +"9429400060","20150409T000000",377000,3,2.5,1870,5333,"2",0,0,3,8,1870,0,2012,0,"98019",47.7447,-121.984,2100,3730 +"0301401610","20140930T000000",329900,4,2.75,2475,4000,"2",0,0,3,7,2475,0,2014,0,"98002",47.3452,-122.209,2475,4000 +"1025039326","20140828T000000",921800,4,2.5,2950,7024,"2",0,0,3,10,2950,0,2012,0,"98199",47.6651,-122.403,2950,6339 +"9385200041","20150304T000000",529500,3,2.25,1410,905,"3",0,0,3,9,1410,0,2014,0,"98116",47.5818,-122.402,1510,1352 +"7237450550","20140603T000000",363990,4,2.5,2240,3712,"2",0,0,3,8,2240,0,2014,0,"98038",47.3551,-122.061,2530,4315 +"2862500060","20150115T000000",834950,5,2.75,3230,6500,"2",0,0,3,9,3230,0,2014,0,"98074",47.6237,-122.023,3180,7624 +"4046500270","20140819T000000",399000,3,2,2100,31550,"1",0,0,3,8,2100,0,2010,0,"98014",47.6907,-121.917,1860,18452 +"2161400060","20141114T000000",338900,3,2.25,1936,9495,"1",0,0,3,8,1936,0,2013,0,"98030",47.3714,-122.197,1410,12770 +"2781230070","20150311T000000",419950,3,2.5,3120,6000,"2",0,0,3,9,3120,0,2007,0,"98038",47.3473,-122.03,2670,6000 +"4019500160","20150413T000000",493000,4,2.5,2070,4270,"2",0,0,3,8,2070,0,2010,0,"98028",47.773,-122.265,2070,4610 +"6980500030","20141211T000000",650000,4,2.5,3700,4500,"2",0,0,3,9,3700,0,2007,0,"98028",47.7473,-122.23,3050,5047 +"1442880260","20140909T000000",456000,3,2.5,2130,5205,"2",0,0,3,8,2130,0,2013,0,"98045",47.4832,-121.774,2250,5462 +"9268851860","20140918T000000",425000,3,2.25,1620,997,"2.5",0,0,3,8,1540,80,2010,0,"98027",47.54,-122.026,1620,1068 +"0832700320","20150209T000000",348000,3,2.5,1490,2478,"3",0,0,3,8,1490,0,2009,0,"98133",47.7236,-122.353,1270,1156 +"2937300550","20141029T000000",1.04089e+006,5,4,4180,7232,"2",0,0,3,9,4180,0,2014,0,"98052",47.7049,-122.125,3570,6054 +"2114700368","20141118T000000",299000,2,2.5,1400,1262,"2",0,0,3,8,1160,240,2008,0,"98106",47.5342,-122.349,1060,1524 +"2213000030","20140512T000000",1.264e+006,4,3.75,3490,9170,"2",0,0,3,9,3490,0,2012,0,"98004",47.5991,-122.2,1810,8470 +"2626119062","20141112T000000",155000,3,1,1300,6098,"1",0,0,3,7,1300,0,2013,0,"98014",47.7074,-121.364,1300,6849 +"7338220160","20150225T000000",319500,4,2.5,2730,4962,"2",0,0,3,8,2730,0,2006,0,"98002",47.3363,-122.216,2150,3802 +"2781280310","20141222T000000",274000,3,2.5,1830,2517,"2",0,0,3,8,1830,0,2005,0,"98055",47.4496,-122.189,1610,2762 +"3448740070","20140616T000000",429000,5,2.5,2340,4500,"2",0,0,3,7,2340,0,2009,0,"98059",47.4911,-122.154,2190,4500 +"2895800710","20141202T000000",267800,3,1.75,1410,1899,"2",0,0,3,8,1410,0,2014,0,"98106",47.5171,-122.347,1410,1811 +"0723049434","20150408T000000",369950,3,2.5,1930,8254,"2",0,0,3,7,1930,0,2014,0,"98146",47.4973,-122.346,1540,8849 +"2922059212","20150109T000000",480000,6,5,3028,18055,"2",0,0,3,7,3028,0,2005,0,"98030",47.3651,-122.197,1400,34575 +"1441000350","20140915T000000",440000,4,3.5,3180,4869,"2",0,0,3,8,2390,790,2007,0,"98055",47.4482,-122.206,2850,4500 +"8562790310","20150324T000000",839704,4,3.25,2950,4161,"2",0,0,3,10,2210,740,2014,0,"98027",47.5297,-122.073,2790,3693 +"2767604425","20150129T000000",535000,3,3.25,1430,1276,"3",0,0,3,8,1430,0,2007,0,"98107",47.6712,-122.38,1430,1243 +"0306000565","20140825T000000",290000,2,1.5,1020,1275,"3",0,0,3,8,1020,0,2008,0,"98103",47.7003,-122.346,980,1415 +"6130500060","20140721T000000",370000,3,2.5,1650,1793,"3",0,0,3,8,1650,0,2007,0,"98133",47.7107,-122.332,1650,1863 +"3362400125","20150303T000000",405000,3,2,1060,651,"3",0,0,3,7,1060,0,2007,0,"98103",47.6828,-122.345,1440,1501 +"1442880510","20140530T000000",499431,4,2.75,2620,6019,"2",0,0,3,8,2620,0,2013,0,"98045",47.484,-121.771,2790,6716 +"9188200505","20140710T000000",275000,4,2.5,1830,3868,"2",0,0,3,7,1830,0,2007,0,"98118",47.5186,-122.276,2330,3868 +"1865400075","20140522T000000",320000,3,2.25,998,844,"2",0,0,3,7,798,200,2007,0,"98117",47.6983,-122.367,998,1110 +"7853320550","20140805T000000",425000,4,2.5,2070,4427,"2",0,0,3,7,2070,0,2007,0,"98065",47.5208,-121.869,2070,4556 +"9831200172","20150227T000000",1.45e+006,4,3.5,2860,2199,"3",0,0,3,10,2860,0,2013,0,"98102",47.6262,-122.323,1990,1378 +"8141300030","20150210T000000",340000,3,2,1920,5688,"1",0,3,3,9,1920,0,2007,0,"98022",47.1952,-121.976,2384,4802 +"7899800863","20141001T000000",299900,3,2.5,1210,2046,"2",0,0,3,9,920,290,2008,0,"98106",47.5212,-122.357,1070,651 +"0745530240","20141226T000000",865950,5,3.5,4890,12039,"2",0,0,3,9,3590,1300,2014,0,"98011",47.7338,-122.208,4590,10079 +"4055700784","20140815T000000",720000,4,2.5,3420,17038,"2",0,0,3,9,3420,0,2007,0,"98034",47.718,-122.241,2520,14190 +"1180000830","20141002T000000",460000,4,3.5,2870,3225,"2",0,3,3,9,2070,800,2006,0,"98178",47.5009,-122.225,1770,6450 +"0291310270","20141119T000000",375000,3,2.5,1600,2042,"2",0,0,3,8,1600,0,2005,0,"98027",47.5341,-122.067,1445,1370 +"1934800162","20150511T000000",386180,2,1.5,960,1829,"2",0,0,3,7,960,0,2005,0,"98122",47.6032,-122.308,1470,1829 +"2309710070","20150114T000000",280000,3,2.75,1740,5639,"1",0,3,3,7,1740,0,2010,0,"98022",47.1942,-121.977,2380,5331 +"6181500340","20140808T000000",359000,4,2.5,2575,4725,"2",0,0,3,8,2575,0,2011,0,"98001",47.3058,-122.277,2575,5323 +"7853220390","20140502T000000",785000,5,3.25,3660,11995,"2",0,2,3,10,3660,0,2006,0,"98065",47.5337,-121.86,3320,11241 +"9834201375","20150206T000000",425000,3,2.25,1420,1230,"2",0,0,3,8,940,480,2009,0,"98144",47.5703,-122.288,1400,1230 +"5214510060","20150504T000000",575000,5,2.5,3070,7200,"2",0,0,3,8,3070,0,2005,0,"98059",47.4939,-122.137,2590,7200 +"3221079050","20150303T000000",465000,3,2.5,1920,144619,"1",0,0,3,8,1920,0,2014,0,"98022",47.2683,-121.946,2010,48787 +"1266200140","20150506T000000",1.85e+006,4,3.25,4160,10335,"2",0,0,3,10,4160,0,2014,0,"98004",47.6235,-122.192,1840,10333 +"2523039346","20150218T000000",720000,4,3.25,3276,10801,"2",0,0,3,9,3276,0,2008,0,"98166",47.4585,-122.361,2010,11656 +"1624049293","20140506T000000",390000,5,3.75,2890,5000,"1",0,0,3,7,1310,1580,2006,0,"98108",47.5701,-122.296,1930,5117 +"1973700030","20150429T000000",2.205e+006,3,2.5,3430,10177,"2",0,0,3,10,3430,0,2014,0,"98034",47.7159,-122.251,3110,12339 +"1070000390","20140702T000000",1.05469e+006,4,3.5,3390,3979,"2",0,0,3,9,2610,780,2014,0,"98199",47.6482,-122.408,3350,4165 +"2524059269","20140610T000000",915000,6,3.75,2930,14980,"2",0,3,3,9,2930,0,2013,0,"98006",47.5441,-122.117,3210,10787 +"1972200326","20150422T000000",562000,2,2.25,1300,1314,"3",0,0,3,8,1300,0,2008,0,"98103",47.6536,-122.356,1300,1312 +"3796000400","20141120T000000",349000,2,1.75,1250,1208,"2",0,0,3,7,1040,210,2007,0,"98144",47.6004,-122.299,1250,1656 +"0321030070","20140814T000000",375000,4,2.5,2310,7800,"2",0,0,3,8,2310,0,2011,0,"98042",47.3737,-122.164,2310,7140 +"0476000118","20141212T000000",479950,2,2.25,1360,1336,"3",0,0,3,8,1360,0,2008,0,"98107",47.6714,-122.392,1280,1295 +"2909310060","20150109T000000",319000,4,2.5,2020,5100,"2",0,0,3,7,2020,0,2010,0,"98023",47.2822,-122.357,2300,5685 +"0832700240","20141003T000000",325000,3,1.5,1270,1067,"3",0,0,3,8,1270,0,2009,0,"98133",47.7236,-122.353,1090,1118 +"1442880570","20140821T000000",505657,4,2.75,2790,8092,"2",0,0,3,8,2790,0,2013,0,"98045",47.4834,-121.773,2790,6154 +"9542840060","20150305T000000",340000,4,2.5,2320,4142,"2",0,0,3,7,2320,0,2010,0,"98038",47.3662,-122.019,2150,4140 +"0629650370","20150123T000000",250000,3,2.5,1750,6351,"2",0,0,3,7,1750,0,2012,0,"98001",47.2589,-122.256,1398,6092 +"7967000060","20140926T000000",349500,4,2.5,2030,4596,"2",0,0,3,8,2030,0,2014,0,"98001",47.3515,-122.275,2040,4705 +"3904100041","20150424T000000",290750,3,2.5,1270,865,"2",0,0,3,7,1080,190,2008,0,"98118",47.5351,-122.279,1630,7752 +"9268850860","20150505T000000",715000,5,3.25,2710,2356,"2",0,0,3,8,2230,480,2013,0,"98027",47.5394,-122.028,2160,2108 +"1454100127","20140811T000000",689950,4,2.75,2520,8433,"2",0,0,3,8,2520,0,2014,0,"98125",47.7214,-122.289,1890,7772 +"2856101290","20140924T000000",425000,2,2.5,1340,1263,"3",0,0,3,8,1340,0,2008,0,"98117",47.6788,-122.388,1510,1260 +"2767601872","20150119T000000",657000,2,3,1570,1281,"3",0,0,3,8,1570,0,2014,0,"98107",47.6741,-122.384,1570,2500 +"0255370570","20141120T000000",359950,4,3.5,2690,5564,"2",0,0,3,7,2690,0,2007,0,"98038",47.3537,-122.018,2210,4046 +"0301401370","20140731T000000",319900,4,2.75,2475,4276,"2",0,0,3,7,2475,0,2014,0,"98002",47.345,-122.21,2475,4000 +"1604601804","20150416T000000",532000,3,3.75,2260,2050,"2",0,0,3,9,1170,1090,2010,0,"98118",47.566,-122.29,2130,3082 +"6749700004","20150330T000000",291000,2,1,840,863,"3",0,0,3,8,840,0,2008,0,"98103",47.6974,-122.349,1110,1190 +"1806900499","20140721T000000",675000,3,3.25,1720,1330,"2",0,0,3,8,1030,690,2004,0,"98112",47.62,-122.309,1720,1520 +"7625703435","20150121T000000",885000,3,2.25,2940,6500,"3",0,0,3,9,2940,0,2014,0,"98136",47.5482,-122.388,1680,6500 +"7324900016","20141021T000000",1.45e+006,5,3.5,4170,9090,"2",0,0,3,10,4170,0,2008,0,"98004",47.5918,-122.196,1930,13635 +"3575303430","20141016T000000",780000,6,4.25,4310,10000,"2",0,0,3,8,2950,1360,2008,0,"98074",47.6214,-122.062,2100,10000 +"9492500140","20140712T000000",839950,4,2.75,3010,7200,"2",0,0,3,9,3010,0,2014,0,"98033",47.6948,-122.179,3010,7203 +"9268851670","20150424T000000",645000,3,2.5,2170,1984,"2.5",0,0,3,8,2170,0,2008,0,"98027",47.5401,-122.027,2150,1984 +"0301400830","20141223T000000",263000,3,2.5,1584,3200,"2",0,0,3,7,1584,0,2011,0,"98002",47.3451,-122.215,1584,2800 +"4310702918","20141030T000000",345000,2,2.25,1110,1290,"3",0,0,3,8,1110,0,2006,0,"98103",47.6968,-122.34,1360,1251 +"4305600240","20141125T000000",505000,4,2.5,2420,5006,"2",0,0,3,8,2420,0,2013,0,"98059",47.4795,-122.126,2750,5471 +"7169500200","20140903T000000",522500,2,2.25,1430,1210,"2",0,0,3,8,1340,90,2005,0,"98115",47.6765,-122.301,1430,1016 +"3943600070","20140811T000000",400000,3,2.5,2393,4788,"2",0,0,3,8,2393,0,2012,0,"98055",47.4517,-122.204,2439,5477 +"1048000060","20140619T000000",543000,3,2.25,1240,949,"3",0,0,3,8,1240,0,2008,0,"98103",47.6488,-122.334,1310,1140 +"3449500045","20141013T000000",495000,4,2.5,2980,12075,"1",0,0,3,8,1910,1070,2007,0,"98056",47.5074,-122.172,2240,12075 +"1438000200","20140911T000000",549995,4,3.5,2970,6587,"2",0,0,3,8,2260,710,2014,0,"98059",47.4776,-122.122,2970,5690 +"5424100030","20150211T000000",327555,3,2.5,2329,5720,"2",0,0,3,8,2329,0,2010,0,"98030",47.362,-122.2,2197,5720 +"7853270710","20150409T000000",690000,5,3.25,3340,9075,"2",0,0,3,8,2600,740,2005,0,"98065",47.5446,-121.88,2770,6646 +"9161100075","20150318T000000",673000,4,2.25,2580,2875,"2",0,0,3,9,2580,0,2015,0,"98116",47.5674,-122.392,1290,5750 +"1085622860","20140721T000000",384435,3,2.5,2029,3906,"2",0,0,3,9,2029,0,2014,0,"98003",47.341,-122.18,2029,3920 +"9578090240","20140815T000000",780000,4,2.75,3430,6500,"2",0,0,3,9,3050,380,2006,0,"98052",47.7079,-122.106,3070,6802 +"4083306045","20141029T000000",1.375e+006,5,3.75,3330,5042,"2",0,2,3,9,2470,860,2014,0,"98103",47.6497,-122.339,1780,3990 +"6666830320","20150324T000000",950968,5,3.5,3220,5081,"2",0,0,3,8,3220,0,2013,0,"98052",47.7048,-122.111,2970,5753 +"8562780160","20150329T000000",334950,2,2.25,1240,750,"2",0,0,3,7,1150,90,2008,0,"98027",47.5322,-122.073,1240,750 +"2767704603","20140609T000000",489000,3,3.5,1500,1249,"2",0,0,3,8,1240,260,2004,0,"98107",47.6727,-122.373,1440,1850 +"5631500292","20150420T000000",600000,3,3,3530,8345,"2",0,0,3,10,3530,0,2006,0,"98028",47.7338,-122.234,1940,9600 +"2424039036","20140822T000000",282000,3,2.25,1260,915,"2",0,0,3,8,1020,240,2007,0,"98106",47.555,-122.363,1260,1056 +"2867300030","20140801T000000",442000,4,4,4168,8485,"2",0,0,3,10,3222,946,2007,0,"98023",47.3029,-122.387,4362,8100 +"6661200260","20150512T000000",220000,2,1.5,1030,2850,"2",0,0,3,7,1030,0,1995,0,"98038",47.3845,-122.039,1030,3000 +"7238000240","20150218T000000",489000,3,2.5,3080,5598,"2",0,0,3,8,3080,0,2006,0,"98055",47.4372,-122.206,3080,5303 +"4051150070","20141223T000000",250000,3,1.5,1072,4339,"2",0,0,3,7,1072,0,2009,0,"98042",47.386,-122.162,1443,4341 +"1442880320","20140724T000000",484259,4,2.75,2790,5000,"2",0,0,3,8,2790,0,2014,0,"98045",47.4831,-121.773,2620,5527 +"3616600003","20150302T000000",1.68e+006,3,2.5,4090,16972,"2",0,2,3,11,3590,500,2007,0,"98177",47.7258,-122.37,3740,16972 +"3862710030","20150424T000000",450000,3,2.5,1800,4357,"2",0,0,3,8,1800,0,2013,0,"98065",47.5337,-121.841,1800,3663 +"9828201361","20141114T000000",299000,2,1.5,830,1276,"2",0,0,3,7,830,0,2005,0,"98122",47.6175,-122.297,1540,1484 +"4019500030","20141029T000000",450000,3,2.5,2280,4557,"2",0,0,3,8,2280,0,2010,0,"98028",47.7733,-122.266,2070,4610 +"3630240140","20150123T000000",585000,4,3,2110,1286,"2",0,0,3,9,1710,400,2007,0,"98029",47.5444,-122.014,2000,1286 +"5695000270","20141103T000000",660000,3,2.25,1570,1680,"3",0,0,3,8,1570,0,2014,0,"98103",47.6585,-122.348,1290,1870 +"2349300069","20140512T000000",301500,2,1.5,830,1333,"2",0,0,3,7,830,0,2005,0,"98136",47.5506,-122.381,1120,4822 +"6790830060","20140915T000000",949950,4,3.75,4120,8258,"2",0,0,3,10,4120,0,2012,0,"98075",47.5872,-122.055,3730,8332 +"3630200640","20141030T000000",759990,4,2.5,2540,5760,"2",0,0,3,9,2540,0,2009,0,"98029",47.5405,-121.993,2580,3600 +"7967000160","20150316T000000",355000,4,2.75,2050,4000,"2",0,0,3,8,2050,0,2014,0,"98001",47.3522,-122.275,2050,4000 +"9492500160","20140723T000000",889950,4,2.75,3080,7242,"2",0,0,3,9,3080,0,2014,0,"98033",47.6948,-122.178,3010,7205 +"9268851740","20140701T000000",629800,3,2.5,2390,1984,"2",0,0,3,8,2220,170,2008,0,"98027",47.5405,-122.027,2150,1984 +"3342100421","20150424T000000",745000,4,2.5,3170,5100,"2",0,0,3,9,3170,0,2012,0,"98056",47.5187,-122.208,1580,5100 +"6362900138","20141103T000000",379900,2,1.5,1240,1331,"2",0,0,3,7,1050,190,2007,0,"98144",47.5959,-122.298,1250,1431 +"9358001422","20141114T000000",335000,3,2.5,1090,1139,"2",0,0,3,8,960,130,2009,0,"98126",47.5664,-122.369,1400,1348 +"7853280350","20140512T000000",809000,5,4.5,4630,6324,"2",0,0,3,9,3210,1420,2006,0,"98065",47.5382,-121.86,4420,6790 +"7853361420","20140826T000000",569950,4,2.5,3230,5899,"2",0,0,3,8,3230,0,2012,0,"98065",47.515,-121.869,2720,5899 +"7852120030","20140808T000000",723000,4,3.5,3510,9263,"2",0,0,3,10,3510,0,2001,0,"98065",47.5413,-121.877,3690,10417 +"0731500320","20141110T000000",282000,4,2.5,1785,2552,"2",0,0,3,8,1785,0,2009,0,"98030",47.3582,-122.2,1691,2700 +"6056100102","20141030T000000",569900,5,3.25,2360,3873,"2",0,0,3,8,1990,370,2006,0,"98108",47.5635,-122.299,1720,3071 +"1823049179","20150121T000000",385000,4,2,2340,9716,"1",0,0,3,7,2340,0,2009,0,"98146",47.4842,-122.347,1180,13500 +"9268850030","20140707T000000",420000,3,2.25,1620,1075,"3",0,0,3,8,1540,80,2009,0,"98027",47.5405,-122.026,1620,1237 +"9831200159","20140806T000000",2.25e+006,3,3.25,3890,3452,"2",0,0,3,12,2890,1000,2006,0,"98102",47.626,-122.323,2860,2199 +"8924100370","20140915T000000",1.205e+006,4,3.5,3590,5335,"2",0,2,3,9,3140,450,2006,0,"98115",47.6762,-122.267,2100,6250 +"8669150700","20141208T000000",292000,4,3,1984,4460,"2",0,0,3,7,1984,0,2012,0,"98002",47.3532,-122.211,2095,3402 +"0889000024","20150316T000000",645000,3,2.25,1640,1023,"3",0,0,3,8,1640,0,2014,0,"98105",47.6636,-122.319,1720,1960 +"9268850350","20150319T000000",304500,4,2,1350,942,"3",0,0,3,7,1350,0,2008,0,"98027",47.5394,-122.026,1390,942 +"2619950310","20150507T000000",489500,4,3.5,2730,5707,"2",0,0,3,8,2000,730,2011,0,"98019",47.7327,-121.965,2430,5899 +"7430200060","20150424T000000",1.583e+006,4,4,5610,11063,"3",0,0,3,11,4750,860,2006,0,"98074",47.65,-122.065,4560,11063 +"5100400251","20150106T000000",390000,2,1,962,1992,"2",0,0,3,7,962,0,2012,0,"98115",47.6911,-122.313,1130,1992 +"2597490030","20141002T000000",815000,4,3.5,3040,4006,"2",0,0,3,8,2350,690,2013,0,"98029",47.5439,-122.011,2050,4000 +"3655500030","20150403T000000",719000,3,3.5,2540,10578,"2",0,1,3,9,2010,530,2014,0,"98006",47.547,-122.192,3240,9831 +"3751600784","20150403T000000",331210,4,2.5,2240,4800,"2",0,0,3,8,2240,0,2014,0,"98001",47.2911,-122.266,2240,5040 +"6781200013","20140507T000000",245000,3,1.5,1260,1270,"2",0,0,3,7,1040,220,2005,0,"98133",47.7111,-122.331,1260,1472 +"2619950060","20140909T000000",465000,5,4,3210,7200,"2",0,0,3,8,2410,800,2011,0,"98019",47.7329,-121.966,2750,7200 +"9523100731","20140930T000000",580000,3,2.5,1620,1171,"3",0,4,3,8,1470,150,2008,0,"98103",47.6681,-122.355,1620,1505 +"9272201318","20150414T000000",540000,3,2,1580,1972,"2.5",0,2,3,8,1180,400,2007,0,"98116",47.5903,-122.386,1500,1908 +"5676000004","20141118T000000",399000,3,2.5,1430,1250,"3",0,0,3,7,1430,0,2007,0,"98103",47.6904,-122.342,1360,1269 +"8091670070","20140804T000000",328000,4,2.5,1850,5388,"2",0,0,3,8,1850,0,2009,0,"98038",47.3494,-122.041,2140,5086 +"7853380570","20150511T000000",701000,4,2.5,3340,5314,"2",0,0,3,10,3340,0,2010,0,"98065",47.5167,-121.885,3220,5500 +"8091670200","20141022T000000",408000,3,2.75,2670,4800,"2",0,0,3,8,2670,0,2014,0,"98038",47.3483,-122.042,2340,5000 +"8084900160","20150212T000000",2.6411e+006,5,4.25,4660,16200,"2",0,2,3,11,4660,0,2005,0,"98004",47.6326,-122.216,3340,16200 +"1498300875","20140814T000000",445000,3,2.5,1550,930,"2",0,0,3,8,1060,490,2006,0,"98144",47.5857,-122.314,1550,1301 +"7853270200","20141021T000000",672500,4,2.5,3470,6651,"2",0,0,3,9,3470,0,2005,0,"98065",47.5426,-121.879,2730,6179 +"9211010320","20140709T000000",538000,3,2.5,3010,7014,"2",0,0,3,8,3010,0,2009,0,"98059",47.4949,-122.149,3030,6180 +"2867300160","20140904T000000",450000,5,3.5,3931,9497,"2",0,0,3,10,2650,1281,2014,0,"98023",47.3008,-122.386,3510,9497 +"3278605570","20140619T000000",362500,3,2.5,1800,2700,"2",0,0,3,8,1800,0,2011,0,"98126",47.5458,-122.369,1380,1200 +"4310702858","20141015T000000",414950,3,2.5,1570,1551,"3",0,0,3,8,1570,0,2008,0,"98103",47.6961,-122.341,1570,1705 +"2838000030","20150127T000000",679950,3,2.5,2230,3939,"2",0,0,3,8,2230,0,2014,0,"98133",47.73,-122.335,2230,4200 +"1673000240","20141112T000000",290000,4,2.5,2423,7292,"2",0,0,3,8,2423,0,2005,0,"98023",47.3227,-122.37,2495,7489 +"7899800791","20141023T000000",230000,3,2,1160,1174,"2",0,0,3,7,790,370,2007,0,"98106",47.5225,-122.357,1160,994 +"8682320160","20150220T000000",439950,2,2,1440,4666,"1",0,0,3,8,1440,0,2010,0,"98053",47.709,-122.019,1510,4595 +"8155870200","20140522T000000",349900,4,2.5,2052,3723,"2",0,0,3,8,2052,0,2014,0,"98003",47.2824,-122.295,2052,5250 +"2858600083","20141222T000000",550000,5,2.5,2780,9272,"2",0,0,3,8,2780,0,2014,0,"98126",47.5168,-122.378,1150,8460 +"2391601195","20150430T000000",1.05e+006,4,4.25,3720,5750,"2",0,2,3,9,2960,760,2006,0,"98116",47.5632,-122.399,2550,5750 +"0976000903","20150319T000000",655000,2,2.25,1460,1851,"2",0,0,3,9,1180,280,2014,0,"98119",47.6461,-122.362,1800,4269 +"7904700128","20141110T000000",385000,3,3.5,1370,1540,"2",0,0,3,8,1100,270,2006,0,"98116",47.5638,-122.388,1370,915 +"5609000311","20150410T000000",729999,6,4.5,3600,6110,"2",0,0,3,9,2510,1090,2012,0,"98118",47.5687,-122.291,1360,5800 +"1972201963","20140616T000000",523950,3,2.25,1420,1282,"3",0,0,3,8,1420,0,2006,0,"98103",47.6533,-122.346,1530,1280 +"9272201704","20140512T000000",369000,2,2.5,980,895,"2",0,0,3,8,670,310,2009,0,"98116",47.5874,-122.386,980,899 +"8648900060","20140505T000000",509900,3,2.5,1790,2700,"2",0,0,3,8,1790,0,2010,0,"98027",47.564,-122.093,1890,3078 +"3832050890","20140715T000000",282000,3,2.5,2010,5399,"2",0,0,3,7,2010,0,2006,0,"98042",47.3338,-122.052,2280,5141 +"0255450340","20140827T000000",387865,3,2.5,2370,4200,"2",0,0,3,8,2370,0,2014,0,"98038",47.3696,-122.018,2370,4200 +"2172000890","20141120T000000",385000,4,2.5,2560,6238,"2",0,0,3,8,2560,0,2007,0,"98178",47.4899,-122.255,2560,6240 +"6127010320","20140609T000000",536000,3,2.5,1900,6224,"2",0,0,3,7,1900,0,2005,0,"98075",47.5941,-122.004,2260,5450 +"2810100023","20140625T000000",395000,2,2.25,1350,1493,"2",0,0,3,8,1050,300,2007,0,"98136",47.5421,-122.388,1250,1202 +"8011100125","20141117T000000",545000,4,2.75,2650,6717,"2",0,0,3,10,2650,0,2014,0,"98056",47.4947,-122.171,2740,7923 +"7852090390","20150413T000000",715000,4,2.5,3020,7035,"2",0,4,3,9,3020,0,2001,0,"98065",47.5344,-121.874,3020,6771 +"3630080070","20140710T000000",348000,3,2.5,1500,2255,"2",0,0,3,7,1500,0,2005,0,"98029",47.5538,-121.997,1440,2040 +"9126100765","20140801T000000",455000,3,1.75,1320,1014,"3",0,0,3,9,1320,0,2015,0,"98122",47.6047,-122.305,1380,1495 +"7853380510","20140603T000000",575000,4,2.75,3120,7644,"2",0,0,3,10,3120,0,2010,0,"98065",47.5156,-121.884,2980,6050 +"0993000136","20141007T000000",449950,3,2.25,1540,1270,"3",0,0,3,7,1540,0,2014,0,"98103",47.6935,-122.341,1230,1454 +"3278604510","20140625T000000",364000,3,2.5,1800,2790,"2",0,0,3,8,1800,0,2011,0,"98126",47.5455,-122.371,1580,2036 +"2937300060","20141201T000000",932990,4,2.5,3640,6389,"2",0,0,3,9,3640,0,2014,0,"98052",47.7049,-122.123,3570,6303 +"9510860060","20140627T000000",710000,3,2.5,2440,4153,"2",0,0,3,9,2440,0,2003,0,"98052",47.665,-122.087,2030,4143 +"0293070310","20150213T000000",949990,4,4,3970,7314,"2",0,0,3,9,3970,0,2014,0,"98074",47.6173,-122.056,3560,5258 +"0255450400","20140731T000000",326989,3,2.5,2060,4200,"2",0,0,3,8,2060,0,2014,0,"98038",47.3706,-122.017,2370,4200 +"3845100140","20140708T000000",335606,3,2.5,2538,4600,"2",0,0,3,8,2538,0,2013,0,"98092",47.2584,-122.196,2570,4800 +"3758900075","20140507T000000",1.5325e+006,5,4.5,4270,8076,"2",0,0,3,11,3400,870,2007,0,"98033",47.699,-122.206,4100,10631 +"3395071610","20141126T000000",299950,3,2.5,1320,3150,"2",0,0,3,7,1320,0,2005,0,"98118",47.5328,-122.282,1390,1725 +"9477580030","20141014T000000",962000,4,2.75,3340,5700,"2",0,0,3,11,3340,0,2013,0,"98059",47.5059,-122.146,3340,6940 +"8138870060","20140813T000000",395825,2,2.5,1590,1679,"2",0,0,3,8,1590,0,2012,0,"98029",47.5449,-122.011,1590,1680 +"7237450030","20141014T000000",419354,5,2.75,2710,4500,"2",0,0,3,8,2710,0,2014,0,"98038",47.3547,-122.062,2710,4626 +"3767300041","20140826T000000",920000,4,2.75,3140,7258,"2",0,1,3,10,3140,0,2006,0,"98034",47.7064,-122.232,2990,13600 +"0291310370","20140829T000000",366000,3,2.25,1445,1028,"2",0,0,3,7,1300,145,2005,0,"98027",47.5339,-122.067,1445,1377 +"7853361230","20140516T000000",480000,4,2.5,2430,5000,"2",0,0,3,7,2430,0,2009,0,"98065",47.515,-121.873,2430,5441 +"7904700126","20141120T000000",388000,3,3.25,1370,915,"2",0,0,3,8,1100,270,2006,0,"98116",47.5639,-122.388,1370,1146 +"8085400376","20150421T000000",2.32e+006,4,3.5,5050,9520,"2",0,0,3,11,3610,1440,2007,0,"98004",47.6364,-122.209,2430,9248 +"9828702851","20150121T000000",730000,3,2.5,1860,1290,"2",0,0,3,9,1240,620,2010,0,"98122",47.6179,-122.301,1710,1525 +"8562710550","20140521T000000",950000,5,3.75,5330,6000,"2",0,2,3,10,3570,1760,2006,0,"98027",47.5401,-122.073,4420,5797 +"3278613210","20140728T000000",358990,3,3.25,1710,2171,"2",0,0,3,7,1400,310,2014,0,"98106",47.5434,-122.368,1380,1300 +"7694200340","20141016T000000",398651,4,2.5,2650,4120,"2",0,0,3,8,2650,0,2014,0,"98146",47.5019,-122.34,2030,3768 +"1839500055","20141114T000000",530000,4,2.5,2590,7891,"2",0,0,3,9,2590,0,2006,0,"98056",47.5055,-122.194,1400,7891 +"3448900320","20140723T000000",610360,4,2.5,2610,5562,"2",0,0,3,9,2610,0,2013,0,"98056",47.5137,-122.169,2720,7400 +"9267200226","20140502T000000",436110,3,2.5,1770,1235,"3",0,0,3,8,1600,170,2007,0,"98103",47.6965,-122.342,1680,1203 +"2895730070","20140620T000000",925000,4,2.75,3730,8014,"2",0,0,3,10,3730,0,2012,0,"98074",47.6036,-122.059,3670,8279 +"2970800105","20150313T000000",449950,4,2.5,2420,5244,"2",0,0,3,9,2420,0,2007,0,"98166",47.4729,-122.35,1400,5250 +"0325059277","20140527T000000",760000,4,2.5,3330,7399,"2",0,0,3,9,3330,0,2009,0,"98052",47.679,-122.153,2640,8601 +"6817750140","20140708T000000",293000,3,2.25,1910,3481,"2",0,0,3,8,1910,0,2009,0,"98055",47.4293,-122.188,1714,3177 +"8682320640","20150212T000000",695000,2,2.5,2170,7665,"1",0,2,3,8,2170,0,2013,0,"98053",47.7112,-122.019,2300,7100 +"8669180390","20140604T000000",285000,3,2.5,2437,5136,"2",0,0,3,7,2437,0,2011,0,"98002",47.3517,-122.21,2437,4614 +"4233600260","20141230T000000",1.25578e+006,5,4,4180,12042,"2",0,0,3,10,4180,0,2014,0,"98075",47.5959,-122.014,1800,6052 +"3278611600","20140714T000000",379900,3,2.5,1800,2791,"2",0,0,3,8,1800,0,2011,0,"98126",47.5442,-122.371,1580,2617 +"7787920160","20150427T000000",472000,5,2.5,2570,7412,"2",0,0,3,8,2570,0,2006,0,"98019",47.7265,-121.957,2890,8056 +"2517101200","20140707T000000",300000,4,2.5,2090,5195,"2",0,0,3,7,2090,0,2007,0,"98031",47.3986,-122.166,2090,5236 +"6181420200","20141120T000000",272000,4,2.5,2789,3960,"2",0,0,3,7,2789,0,2007,0,"98001",47.3059,-122.28,2547,3960 +"3845100550","20141120T000000",418395,4,2.5,2906,5893,"2",0,0,3,9,2906,0,2014,0,"98092",47.2599,-122.192,2680,4950 +"7853321180","20141222T000000",465000,5,2.5,2550,6405,"2",0,0,3,7,2550,0,2008,0,"98065",47.5191,-121.869,2190,5900 +"7502800030","20140716T000000",659950,4,2.75,3550,9400,"2",0,0,3,9,3550,0,2014,0,"98059",47.4827,-122.131,3550,9421 +"3869900139","20150107T000000",484950,3,2.25,1590,926,"3",0,0,3,8,1590,0,2014,0,"98136",47.5402,-122.387,1640,1321 +"1332700200","20150426T000000",359000,3,2.25,1950,1968,"2",0,0,4,7,1160,790,1979,0,"98056",47.5179,-122.195,1950,1968 +"9211010260","20140617T000000",519000,4,2.5,3250,4500,"2",0,0,3,8,3250,0,2009,0,"98059",47.4944,-122.149,3030,4518 +"4100500070","20140527T000000",1.71e+006,5,4.5,4590,14685,"2",0,0,3,10,4590,0,2009,0,"98033",47.664,-122.2,3030,9486 +"7708210070","20140617T000000",535000,4,2.75,3070,7201,"2",0,0,3,9,3070,0,2006,0,"98059",47.4897,-122.147,2880,8364 +"7853270520","20150409T000000",622950,4,3.25,3030,7644,"2",0,0,3,8,2830,200,2006,0,"98065",47.5457,-121.881,3400,6908 +"5126300060","20140811T000000",515000,3,2.5,2610,5845,"2",0,0,3,8,2610,0,2005,0,"98059",47.4821,-122.142,2810,5000 +"2517000260","20140522T000000",330000,4,3.5,3150,6202,"2",0,0,3,7,3150,0,2005,0,"98042",47.3993,-122.162,2950,5940 +"0832700270","20150213T000000",318000,3,1.5,1240,983,"3",0,0,3,8,1240,0,2009,0,"98133",47.7235,-122.353,1240,1026 +"3022800260","20141007T000000",439000,3,2.5,1680,2801,"2",0,0,3,7,1680,0,2011,0,"98011",47.745,-122.181,1920,2723 +"0254000241","20150324T000000",540000,3,2.5,2220,5279,"2",0,0,3,8,2220,0,2006,0,"98146",47.5132,-122.387,1610,5297 +"7237501370","20140717T000000",1.079e+006,4,3.25,4800,12727,"2",0,0,3,10,4800,0,2011,0,"98059",47.5311,-122.134,4750,13602 +"0662440030","20150326T000000",435000,4,2.5,3100,4699,"2",0,0,3,9,3100,0,2010,0,"98038",47.3785,-122.023,2450,5130 +"2524069078","20150122T000000",2.7e+006,4,4,7850,89651,"2",0,0,3,12,7850,0,2006,0,"98027",47.5406,-121.982,6210,95832 +"8895800200","20141017T000000",1.1e+006,4,2.75,3590,5625,"2",0,0,3,10,3590,0,2012,0,"98052",47.6959,-122.133,3590,5625 +"9268850160","20150206T000000",293467,4,2,1590,942,"3",0,0,3,7,1590,0,2008,0,"98027",47.54,-122.026,1390,942 +"7299600700","20150512T000000",328000,3,2.5,2242,4800,"2",0,0,3,8,2242,0,2013,0,"98092",47.2581,-122.2,2009,4800 +"0291310340","20140708T000000",550000,3,3.5,2490,3582,"2",0,0,3,8,1720,770,2005,0,"98027",47.5338,-122.067,1445,1590 +"2768100510","20150402T000000",649000,3,2,1530,1442,"3",0,0,3,9,1530,0,2015,0,"98107",47.6692,-122.372,1620,1456 +"1776230060","20140708T000000",435000,4,2.5,2150,3143,"2",0,0,3,7,2150,0,2010,0,"98059",47.5048,-122.154,2640,3200 +"1772600510","20140620T000000",625000,3,2.5,2440,4800,"2",0,0,3,10,2440,0,2014,0,"98106",47.5595,-122.365,1180,5480 +"8024200677","20150429T000000",415000,3,1.5,1270,1483,"3",0,0,3,8,1270,0,2007,0,"98115",47.6987,-122.317,1270,1413 +"0982850060","20140603T000000",400000,3,2.25,1450,4706,"2",0,0,3,7,1450,0,2009,0,"98028",47.761,-122.232,1490,4667 +"7518506715","20140506T000000",979000,3,2.5,2690,4047,"3",0,0,3,10,2690,0,2014,0,"98117",47.6797,-122.385,2040,5000 +"7202280390","20150220T000000",625250,4,2.5,2755,4831,"2",0,0,3,7,2755,0,2003,0,"98053",47.685,-122.039,2510,4831 +"0710600160","20140909T000000",665000,4,3.5,2650,3474,"2",0,0,3,8,2230,420,2011,0,"98027",47.5377,-122.046,2330,3474 +"0952005525","20140627T000000",589500,3,3.25,2310,3075,"2",0,0,3,8,1730,580,2005,0,"98116",47.5644,-122.383,2310,3075 +"2487700274","20150309T000000",437000,2,3,1460,1452,"2",0,0,3,8,1140,320,2007,0,"98136",47.5224,-122.39,1460,1452 +"3449000060","20141001T000000",320000,3,1,1400,9000,"1",0,0,5,7,1400,0,1959,0,"98059",47.5022,-122.145,1440,8400 +"7830800473","20150114T000000",333500,3,2.5,2196,7475,"2",0,0,3,8,2196,0,2006,0,"98030",47.3803,-122.204,1860,6755 +"6056100370","20141124T000000",430000,3,2.25,2020,2750,"2",0,0,3,8,1680,340,2008,0,"98108",47.5633,-122.297,1720,1546 +"2126059295","20140805T000000",995500,5,4.5,4280,8465,"2",0,0,3,10,4280,0,2014,0,"98034",47.7325,-122.165,2990,11067 +"1442880340","20140603T000000",427874,3,3,2340,5002,"2",0,0,3,8,2340,0,2013,0,"98045",47.4831,-121.773,2790,5375 +"7694200070","20140521T000000",334990,4,2.5,2220,4228,"2",0,0,3,8,2220,0,2014,0,"98146",47.5014,-122.341,2220,4157 +"8562710640","20150211T000000",909500,4,4,4420,5940,"2",0,0,3,10,3410,1010,2006,0,"98027",47.5397,-122.072,4510,5797 +"3832050860","20150319T000000",210000,3,2,1580,4961,"2",0,0,3,7,1580,0,2006,0,"98042",47.3338,-122.053,2280,5000 +"2526059225","20150123T000000",952990,4,2.75,3550,6558,"2",0,0,3,9,3550,0,2013,0,"98052",47.7076,-122.115,3140,5617 +"1972200139","20150218T000000",622500,2,1.75,1510,851,"3",0,0,3,8,1420,90,2013,0,"98107",47.6536,-122.358,1300,1338 +"2768100186","20140618T000000",515000,3,3.5,1360,1419,"2",0,0,3,8,1040,320,2007,0,"98107",47.6697,-122.371,1560,1977 +"6791400070","20150126T000000",350000,3,2.5,2040,13590,"2",0,0,3,8,2040,0,2009,0,"98042",47.3122,-122.04,1850,12485 +"0424049284","20141016T000000",310000,1,1.5,1120,912,"3",0,0,3,7,1120,0,2011,0,"98144",47.5924,-122.299,1380,3200 +"7853280550","20140528T000000",700000,4,3.5,4490,5099,"2",0,0,3,9,3390,1100,2006,0,"98065",47.5394,-121.861,4290,5537 +"7768800270","20140715T000000",907687,4,2.5,3560,6786,"2",0,0,3,9,2930,630,2014,0,"98075",47.5756,-122.071,3560,5886 +"8682320350","20140709T000000",741500,2,2.5,2150,5760,"1",0,0,3,8,2150,0,2010,0,"98053",47.7094,-122.018,1640,4680 +"1776460140","20140724T000000",395000,3,2.5,2130,5088,"2",0,0,3,8,1840,290,2011,0,"98019",47.7329,-121.976,2130,5762 +"5045700400","20150223T000000",559950,5,2.75,2990,6370,"2",0,0,3,8,2990,0,2014,0,"98059",47.4853,-122.154,2730,5740 +"3356402702","20140725T000000",215000,4,2.5,1847,8000,"2",0,0,3,7,1847,0,2008,0,"98001",47.2872,-122.257,1847,8000 +"2140950160","20150222T000000",390000,4,2.5,2610,7227,"2",0,0,3,9,2610,0,2011,0,"98010",47.314,-122.023,2630,7421 +"2621069017","20150303T000000",425000,3,2.25,1670,107157,"1",0,0,3,7,1670,0,2007,0,"98022",47.2743,-122.009,3310,108900 +"1422069070","20150507T000000",472000,3,2.5,1860,415126,"2",0,0,3,7,1860,0,2006,0,"98038",47.3974,-122.005,2070,54014 +"2579500181","20150407T000000",1.33e+006,4,3.5,3440,9776,"2",0,0,3,10,3440,0,2006,0,"98040",47.5374,-122.216,2400,11000 +"7852120140","20140610T000000",695000,4,3.5,3510,9364,"2",0,0,3,10,3510,0,2001,0,"98065",47.54,-121.876,3510,9161 +"9274200324","20150120T000000",545000,3,2.5,1740,1279,"3",0,0,3,8,1740,0,2008,0,"98116",47.589,-122.387,1740,1280 +"0422000075","20140711T000000",389950,4,2.5,2240,5500,"2",0,0,3,8,2240,0,2013,0,"98056",47.496,-122.169,700,5500 +"0263000253","20150330T000000",380000,3,2.25,1550,1485,"3",0,0,3,8,1550,0,2011,0,"98103",47.6989,-122.346,1550,1480 +"9268850140","20141117T000000",288790,4,2,1390,745,"3",0,0,3,7,1390,0,2008,0,"98027",47.5401,-122.026,1390,942 +"9306500200","20150401T000000",432500,3,3,2500,6000,"2",0,0,3,8,2500,0,2012,0,"98058",47.4408,-122.161,2130,6000 +"8562770350","20141206T000000",615000,3,3.5,2710,3326,"2",0,0,3,8,1650,1060,2005,0,"98027",47.5371,-122.073,2280,2738 +"2026049326","20140707T000000",500000,3,2.5,1720,3012,"2",0,0,3,9,1720,0,2011,0,"98133",47.7312,-122.334,1720,7658 +"9126101090","20140531T000000",615000,3,2.25,1760,1146,"3",0,0,3,9,1760,0,2014,0,"98122",47.6073,-122.304,1346,3472 +"2888000030","20140926T000000",500000,4,2.25,2270,8196,"1",0,0,5,7,1150,1120,1963,0,"98034",47.7214,-122.227,1920,10122 +"8032700075","20141015T000000",622000,3,3.5,1690,1765,"2",0,0,3,8,1370,320,2006,0,"98103",47.6536,-122.34,1690,1694 +"7853440140","20150409T000000",802945,5,3.5,4000,9234,"2",0,0,3,9,4000,0,2015,0,"98024",47.5265,-121.887,3690,6600 +"1245003330","20140731T000000",1.26e+006,4,2.5,2880,9003,"2",0,0,3,10,2880,0,2008,0,"98033",47.6844,-122.199,2640,8126 +"1176001124","20150224T000000",598950,3,2.5,1480,1531,"3",0,0,3,8,1480,0,2014,0,"98107",47.669,-122.402,1530,1321 +"7853360990","20150102T000000",430000,3,2.5,1950,4949,"2",0,0,3,7,1950,0,2009,0,"98065",47.5155,-121.87,2200,5740 +"7853320030","20141124T000000",515000,4,2.75,2700,5150,"2",0,0,3,9,2700,0,2009,0,"98065",47.5209,-121.874,2700,5747 +"7576200012","20140717T000000",1.262e+006,2,3,2210,3917,"2",0,0,3,10,1500,710,2008,0,"98122",47.6166,-122.291,1720,3933 +"7207900030","20140609T000000",400000,4,3.5,2370,3692,"2.5",0,0,3,8,2370,0,2013,0,"98056",47.5044,-122.17,2520,5425 +"0952006827","20150422T000000",390000,3,2.5,1310,1254,"2",0,0,3,7,850,460,2007,0,"98116",47.5622,-122.384,1310,1372 +"7853321090","20141001T000000",450000,3,2.5,2410,4293,"2",0,0,3,7,2410,0,2007,0,"98065",47.5196,-121.869,2190,5900 +"1042700060","20140516T000000",804995,5,1.5,3360,5402,"2",0,0,3,9,3360,0,2014,0,"98074",47.6067,-122.053,3360,5415 +"2597490140","20150326T000000",825000,4,3.25,3040,4155,"2",0,0,3,8,2350,690,2013,0,"98029",47.5429,-122.012,2680,4000 +"7852130800","20140513T000000",435000,4,2.25,2140,6355,"2",0,0,3,7,2140,0,2002,0,"98065",47.5367,-121.88,2480,5746 +"7625702967","20140609T000000",398000,3,2.5,1720,1715,"2",0,0,3,7,1240,480,2004,0,"98136",47.5481,-122.384,1610,1626 +"3845100640","20140605T000000",411605,4,2.5,2658,3960,"2",0,0,3,9,2658,0,2014,0,"98092",47.2603,-122.194,2578,4200 +"1773100922","20141208T000000",315000,3,3.25,1480,983,"2",0,0,3,8,1180,300,2013,0,"98106",47.5555,-122.363,1330,1062 +"2770602493","20141120T000000",455000,2,2,1350,1209,"3",0,0,3,8,1350,0,2013,0,"98199",47.649,-122.383,1310,982 +"0475000187","20150501T000000",452950,3,2.5,1150,1194,"2",0,0,3,8,1020,130,2006,0,"98107",47.6684,-122.365,1450,1714 +"6056100383","20140520T000000",380000,3,1.75,1690,1468,"2",0,0,3,8,1380,310,2008,0,"98108",47.563,-122.297,1690,1936 +"6056111370","20141124T000000",340000,2,1.75,1270,1916,"2",0,0,3,8,1270,0,2012,0,"98108",47.5648,-122.294,1140,1916 +"9578500510","20141103T000000",409950,3,2.5,2655,5080,"2",0,0,3,8,2655,0,2013,0,"98023",47.2972,-122.348,2879,5232 +"9828701488","20150504T000000",360000,2,1,880,1165,"2",0,0,3,8,880,0,2005,0,"98122",47.6192,-122.297,1640,3825 +"6600000217","20150403T000000",1.595e+006,4,4.25,4645,7757,"2",0,0,3,10,3855,790,2006,0,"98112",47.6248,-122.29,2150,6970 +"8024200685","20140520T000000",440000,3,1.5,1270,1443,"3",0,0,3,8,1270,0,2007,0,"98115",47.699,-122.317,1270,1413 +"2923039264","20140910T000000",730000,2,1.75,1728,95950,"1",0,3,3,9,1728,0,2012,0,"98070",47.4579,-122.443,1720,35735 +"8073900070","20140522T000000",408000,3,2.25,1950,7221,"1",0,0,4,8,1950,0,2006,0,"98188",47.431,-122.285,2310,8125 +"2419700030","20140825T000000",820000,4,2.5,3170,3862,"3",0,0,3,8,3170,0,2008,0,"98034",47.6705,-122.145,2840,4181 +"9396700024","20140731T000000",360000,2,2.5,1233,1244,"2",0,0,3,7,963,270,2007,0,"98136",47.5533,-122.381,1230,1300 +"3845100160","20140620T000000",339990,3,2.5,2570,4600,"2",0,0,3,8,2570,0,2014,0,"98092",47.2582,-122.196,2570,5000 +"9126100814","20141008T000000",515000,3,2,1560,1020,"3",0,0,3,8,1560,0,2014,0,"98122",47.605,-122.304,1560,1728 +"1982201595","20150121T000000",541000,3,1.75,1630,1166,"2",0,0,3,8,1020,610,2013,0,"98107",47.6646,-122.367,1420,1670 +"8151600973","20150406T000000",375000,4,2.5,2510,7245,"2",0,0,3,9,2510,0,2007,0,"98146",47.5096,-122.363,1830,8900 +"2722059322","20141020T000000",320000,4,2.5,2223,5780,"2",0,0,3,8,2223,0,2010,0,"98042",47.3586,-122.157,1690,7766 +"8562780090","20150227T000000",325000,2,2.25,1230,1058,"2",0,0,3,7,1160,70,2008,0,"98027",47.5325,-122.073,1240,817 +"3346300356","20150318T000000",740000,5,2.75,3050,7520,"2",0,0,3,8,3050,0,2014,0,"98056",47.5245,-122.184,2180,10800 +"7237450600","20141030T000000",450000,5,2.75,2710,6220,"2",0,0,3,8,2710,0,2014,0,"98038",47.3555,-122.061,2530,4759 +"8944550100","20140723T000000",455000,4,2.5,2090,4400,"2",0,0,3,8,2090,0,2011,0,"98118",47.5403,-122.286,2090,3430 +"3438502437","20150203T000000",292500,3,2.5,1440,1068,"2",0,0,3,8,1160,280,2006,0,"98106",47.5393,-122.361,1580,1483 +"2423069039","20140806T000000",650000,3,2.5,2500,51836,"1",0,0,3,9,1510,990,2013,0,"98027",47.4694,-121.989,2270,54450 +"8011100047","20150306T000000",530000,4,2.75,2740,7872,"2",0,0,3,10,2740,0,2015,0,"98056",47.4954,-122.172,1220,6300 +"1042700300","20140804T000000",829995,5,3.25,3360,6120,"2",0,0,3,9,3360,0,2014,0,"98074",47.607,-122.053,3230,5398 +"1776460110","20141223T000000",395000,4,2.75,2280,5013,"2",0,0,3,8,2280,0,2009,0,"98019",47.7333,-121.976,2130,5121 +"0293070090","20140711T000000",859990,4,2.75,3520,5500,"2",0,0,3,9,3520,0,2014,0,"98074",47.6181,-122.056,3340,5500 +"7548301044","20140710T000000",342500,2,1.5,1320,826,"2",0,0,3,8,1100,220,2008,0,"98144",47.5879,-122.304,1340,1213 +"7203160090","20141205T000000",743000,4,2.75,3410,5838,"2",0,0,3,9,3410,0,2012,0,"98053",47.6931,-122.022,3420,7048 +"8096800110","20141215T000000",345000,3,2.25,2730,9388,"1",0,0,3,7,1390,1340,1975,0,"98030",47.3785,-122.185,2255,5701 +"3278600900","20141231T000000",443000,3,2.5,1780,2778,"2",0,0,3,8,1530,250,2007,0,"98126",47.5487,-122.372,1380,1998 +"4051150100","20140929T000000",260000,3,2.5,1427,4337,"2",0,0,3,7,1427,0,2009,0,"98042",47.3857,-122.162,1443,4347 +"0925059311","20140722T000000",810000,4,2.5,2910,6555,"2",0,0,3,9,2910,0,2005,0,"98033",47.6659,-122.172,2910,10419 +"4305600100","20141222T000000",570000,4,2.75,3250,5600,"2",0,0,3,8,3250,0,2011,0,"98059",47.4806,-122.125,2730,5667 +"2311400195","20150303T000000",1.5631e+006,5,3.5,3630,8100,"2",0,0,3,10,3630,0,2008,0,"98004",47.5951,-122.2,1730,8246 +"1732800194","20141113T000000",840000,2,2.5,1680,975,"3",0,0,3,9,1680,0,2009,0,"98119",47.6321,-122.361,1680,977 +"5015001452","20150414T000000",950000,3,2.5,2280,2296,"3",0,0,3,9,1890,390,2013,0,"98112",47.6256,-122.299,1390,4000 +"7853430690","20150127T000000",572800,3,2.5,3310,4682,"2",0,0,3,9,2380,930,2015,0,"98065",47.5201,-121.885,2660,5166 +"3821700038","20141001T000000",305000,3,3,1290,1112,"3",0,0,3,7,1290,0,2008,0,"98125",47.7282,-122.296,1230,9000 +"5078400215","20140730T000000",1.695e+006,5,4.75,3940,7067,"2",0,0,3,10,3230,710,2008,0,"98004",47.6232,-122.205,1910,7735 +"1773100315","20140827T000000",445000,4,2.5,2170,6000,"2",0,0,3,7,1630,540,2008,0,"98106",47.5589,-122.365,1720,5668 +"2224069165","20140902T000000",801000,4,3.5,3290,8059,"2",0,0,3,9,3290,0,2012,0,"98029",47.5573,-122.02,3290,10758 +"9510861140","20140714T000000",711000,3,2.5,2550,5376,"2",0,0,3,9,2550,0,2004,0,"98052",47.6647,-122.083,2250,4050 +"3277801431","20140827T000000",268500,3,2.25,1140,977,"2",0,0,3,7,850,290,2008,0,"98126",47.5439,-122.375,1140,976 +"1760650750","20141006T000000",320000,4,2.5,2300,3825,"2",0,0,3,7,2300,0,2012,0,"98042",47.3594,-122.082,2110,3825 +"1607100038","20140921T000000",500000,4,3.25,2670,5001,"1",0,0,3,9,1640,1030,2013,0,"98108",47.5666,-122.293,1610,5001 +"1862400176","20140505T000000",631625,4,2.5,2440,6651,"2",0,0,3,9,2440,0,2014,0,"98117",47.6971,-122.371,1350,7653 +"5457801833","20150127T000000",850000,2,2.5,1611,2210,"2",0,2,3,10,1611,0,2005,0,"98109",47.6291,-122.347,2070,2182 +"8562770110","20141027T000000",600000,3,3.5,2710,3290,"2",0,0,3,8,1650,1060,2006,0,"98027",47.5367,-122.072,2440,3290 +"2623039019","20140508T000000",988500,3,2.75,2015,16807,"2",1,4,3,9,2015,0,2007,0,"98166",47.45,-122.377,1780,12310 +"9578500690","20150327T000000",430236,4,3.25,3444,5166,"2",0,0,3,8,2714,730,2014,0,"98023",47.2966,-122.348,2848,5182 +"0711000110","20140915T000000",1.26652e+006,3,2.5,3060,9576,"2",0,0,3,10,3060,0,2005,0,"98004",47.5928,-122.199,3060,9579 +"2597490750","20150428T000000",689500,4,2.5,2050,2772,"2",0,0,3,8,2050,0,2013,0,"98029",47.5431,-122.011,1800,2886 +"6056100165","20141201T000000",175003,3,1.5,1390,1882,"2",0,0,3,7,1390,0,2014,0,"98108",47.5667,-122.297,1490,2175 +"2767603824","20140915T000000",459000,2,2.5,1240,1249,"3",0,0,3,8,1240,0,2006,0,"98107",47.6718,-122.386,1240,2500 +"7237550110","20150424T000000",1.18e+006,4,3.25,3750,74052,"2",0,0,3,10,3750,0,2013,0,"98053",47.658,-122.006,4920,74052 +"2325300037","20140902T000000",358000,3,3.25,1410,1442,"3",0,0,3,8,1360,50,2006,0,"98125",47.7183,-122.317,1500,1200 +"1085623710","20140714T000000",447055,4,2.5,2448,4949,"2",0,0,3,9,2448,0,2014,0,"98030",47.3428,-122.179,2815,5446 +"0774100475","20140627T000000",415000,3,2.75,2600,64626,"1.5",0,0,3,8,2600,0,2009,0,"98014",47.7185,-121.405,1740,64626 +"1489300215","20141013T000000",1.21e+006,4,3.25,3330,9000,"2",0,0,3,9,2870,460,2004,0,"98033",47.6836,-122.208,2550,6349 +"9828702902","20141021T000000",495000,2,2.25,1160,1010,"2",0,0,3,8,1000,160,2006,0,"98112",47.6207,-122.301,1200,1170 +"6371000100","20141120T000000",479000,2,2.25,1330,1380,"2",0,0,3,8,1060,270,2005,0,"98116",47.577,-122.41,1580,4802 +"2025069140","20150317T000000",1.898e+006,3,2.5,2830,4334,"3",1,4,3,10,2830,0,2006,0,"98074",47.6318,-122.071,2830,38211 +"2781280300","20141016T000000",249900,3,2.5,1610,3517,"2",0,0,3,8,1610,0,2005,0,"98055",47.4496,-122.189,1830,2889 +"9551201240","20141030T000000",1.465e+006,4,2.5,2800,4000,"2",0,0,3,9,2800,0,2011,0,"98103",47.6695,-122.339,1770,4200 +"2726059144","20150410T000000",1.037e+006,5,3.75,4570,10194,"2",0,0,3,11,4570,0,2006,0,"98034",47.718,-122.161,2040,7560 +"5363200100","20141020T000000",897000,4,2.5,2820,6120,"2",0,0,3,9,2820,0,2014,0,"98115",47.6911,-122.293,1510,6120 +"1725059330","20150327T000000",1.1e+006,4,2.5,2570,9470,"2",0,0,3,9,2570,0,2006,0,"98033",47.6548,-122.19,2570,10663 +"7234601140","20141113T000000",685000,3,2.25,1710,1193,"2",0,0,3,9,1140,570,2014,0,"98122",47.6173,-122.31,1510,1193 +"3057000300","20140930T000000",295000,3,1.5,1220,3286,"2",0,0,3,7,1220,0,1982,0,"98033",47.7168,-122.189,1220,2640 +"1972200553","20140804T000000",619000,3,2.25,1650,946,"3",0,0,3,8,1650,0,2014,0,"98103",47.6536,-122.354,1570,1283 +"6371000148","20141125T000000",439108,2,1.5,1130,1340,"2",0,0,3,8,910,220,2008,0,"98116",47.5761,-122.41,1310,1340 +"0301400850","20150220T000000",260000,3,2.25,1489,2800,"2",0,0,3,7,1489,0,2011,0,"98002",47.3452,-122.215,1584,3200 +"1123049232","20140606T000000",279000,5,2.5,2690,5557,"2",0,0,3,7,2690,0,2012,0,"98178",47.4914,-122.253,2090,10500 +"3654200037","20150330T000000",380000,3,2.25,1530,1305,"2",0,0,3,7,1116,414,2007,0,"98177",47.7034,-122.357,1320,1427 +"7299601790","20141107T000000",287000,3,2.5,1600,6315,"2",0,0,3,8,1600,0,2013,0,"98092",47.2611,-122.198,1608,4300 +"2771101921","20141211T000000",377000,2,1.5,1000,1251,"2",0,0,3,7,930,70,2006,0,"98199",47.6529,-122.384,1420,1187 +"3566800485","20150223T000000",649950,4,3.5,2440,3012,"3",0,1,3,8,2440,0,2005,0,"98117",47.6923,-122.392,1860,4650 +"2767601311","20141024T000000",445000,3,2.5,1260,1102,"3",0,0,3,8,1260,0,2007,0,"98107",47.675,-122.387,1320,2500 +"9137101696","20150504T000000",605000,3,2.5,1660,1692,"3",0,0,3,7,1610,50,2005,0,"98115",47.6801,-122.322,1210,1230 +"9528104345","20140923T000000",475000,3,2.25,1190,1137,"2",0,0,3,7,960,230,1999,0,"98115",47.677,-122.325,1190,1080 +"3753000100","20140828T000000",399000,3,3,1520,1884,"3",0,0,3,8,1520,0,2009,0,"98125",47.7176,-122.284,1360,1939 +"6798100690","20150420T000000",718000,5,2.75,3250,8100,"2",0,0,3,8,3250,0,2014,0,"98125",47.7133,-122.311,1270,8100 +"0148000475","20140528T000000",1.4e+006,4,3.25,4700,9160,"1",0,4,3,11,2520,2180,2005,0,"98116",47.5744,-122.406,2240,8700 +"3277801417","20140516T000000",341000,3,2.5,1480,1663,"2",0,0,3,9,1180,300,2012,0,"98126",47.5443,-122.375,1380,1537 +"8682320090","20140519T000000",818000,2,2.5,2380,9374,"1",0,2,3,8,2380,0,2011,0,"98053",47.7095,-122.019,1610,5000 +"9828701507","20141202T000000",759000,3,2.25,1640,1873,"3",0,0,3,8,1640,0,2014,0,"98112",47.6196,-122.297,1640,3920 +"3362400432","20140611T000000",547500,3,3.5,1650,2262,"3",0,0,3,8,1650,0,2010,0,"98103",47.6823,-122.347,1620,3166 +"0856000195","20140521T000000",2.7e+006,5,4.75,5305,8401,"2",0,2,3,11,3745,1560,2005,0,"98033",47.6864,-122.215,2960,7200 +"9396700028","20140722T000000",358000,2,2.5,1278,987,"2",0,0,3,7,1002,276,2007,0,"98136",47.5532,-122.381,1220,1287 +"8850000018","20141001T000000",412000,3,2.5,1200,813,"3",0,0,3,9,1200,0,2010,0,"98144",47.5894,-122.315,1750,4365 +"9524100207","20150130T000000",245000,2,1.5,690,1058,"2",0,0,3,7,690,0,2005,0,"98103",47.6951,-122.343,690,1058 +"1085623350","20141007T000000",460940,4,2.5,3202,4964,"2",0,0,3,9,3202,0,2014,0,"98030",47.3412,-122.179,2425,4886 +"7663700973","20140522T000000",321000,3,2.25,1347,1292,"3",0,0,3,7,1347,0,2010,0,"98125",47.7306,-122.291,1480,1865 +"7853420100","20140623T000000",633634,4,3.5,2960,6000,"2",0,0,3,9,2960,0,2014,0,"98065",47.5183,-121.886,2960,6000 +"1025039168","20140923T000000",290000,1,0.75,740,1284,"1",0,0,4,6,740,0,1928,0,"98107",47.6741,-122.406,1430,3988 +"0476000110","20150401T000000",445000,2,2.25,1200,1137,"3",0,0,3,7,1200,0,2007,0,"98107",47.6715,-122.392,1280,1295 +"2254100090","20150407T000000",887250,5,3.5,4320,7502,"2",0,0,3,9,3500,820,2012,0,"98056",47.5235,-122.168,3250,7538 +"8682320600","20140911T000000",739000,3,2.5,2310,7348,"1",0,3,3,8,2310,0,2010,0,"98053",47.7116,-122.019,2310,7153 +"9834201366","20141216T000000",429900,3,2,1490,1286,"3",0,0,3,8,1490,0,2014,0,"98144",47.57,-122.288,1420,1230 +"7625702451","20150106T000000",459000,3,2,1480,800,"2",0,0,3,8,1000,480,2014,0,"98136",47.5492,-122.387,1480,886 +"0301402120","20140625T000000",240000,3,2.25,1481,2820,"2",0,0,3,7,1481,0,2012,0,"98002",47.3457,-122.217,1481,3028 +"6382500076","20140910T000000",566950,3,3,1730,1902,"3",0,0,3,8,1730,0,2014,0,"98117",47.6944,-122.377,1830,1804 +"3758900259","20140507T000000",1.04e+006,4,3.5,3900,8391,"2",0,0,3,10,3900,0,2006,0,"98033",47.6979,-122.205,3820,12268 +"3126049446","20150310T000000",343000,3,3.5,1130,1449,"3",0,0,3,7,1130,0,2005,0,"98103",47.6968,-122.348,1130,1200 +"3744000100","20141111T000000",572115,4,3.25,3230,4838,"2",0,0,3,9,3230,0,2014,0,"98038",47.3559,-122.023,2980,5094 +"9510860750","20150108T000000",918000,5,3.5,3920,5150,"2",0,0,3,9,2820,1100,2004,0,"98052",47.6638,-122.084,3170,5530 +"7228500037","20150505T000000",555000,2,1.5,1190,1361,"2",0,0,3,8,1190,0,2007,0,"98122",47.6161,-122.302,1280,3360 +"3814900750","20140716T000000",399440,4,2.5,2311,4396,"2",0,0,3,9,2311,0,2014,0,"98092",47.3276,-122.163,2458,4616 +"1294300038","20140711T000000",450000,3,2.5,1810,914,"3",0,0,3,8,1380,430,2008,0,"98116",47.5732,-122.387,1810,914 +"7853350090","20140604T000000",648000,4,2.5,3290,6203,"2",0,0,3,9,3290,0,2008,0,"98065",47.5441,-121.86,2990,6835 +"9211010900","20140618T000000",580000,4,2.5,3250,5000,"2",0,0,3,8,3250,0,2008,0,"98059",47.4988,-122.148,3230,5507 +"1085623250","20150331T000000",415000,4,2.5,2544,4071,"2",0,0,3,9,2544,0,2013,0,"98030",47.341,-122.179,2358,4179 +"2025049192","20141021T000000",527500,3,2.5,1380,1389,"3",0,0,3,8,1380,0,2008,0,"98102",47.6427,-122.327,1380,1249 +"7625703354","20140730T000000",384000,3,2.25,1430,800,"2",0,0,3,8,1140,290,2011,0,"98136",47.5477,-122.388,1430,1387 +"2051200436","20140820T000000",692000,3,2.5,3490,28213,"1.5",0,2,3,9,2242,1248,2009,0,"98070",47.365,-122.456,2120,56628 +"3880900236","20140822T000000",455000,2,1.5,910,966,"2",0,0,3,8,820,90,2006,0,"98119",47.627,-122.361,2740,6400 +"1646502355","20150403T000000",1.28e+006,4,3.25,3080,4120,"2",0,0,3,9,2380,700,2014,0,"98117",47.6845,-122.359,1410,4120 +"2619950110","20140624T000000",415000,3,2.5,2280,6031,"2",0,0,3,8,2280,0,2011,0,"98019",47.7322,-121.966,2430,7200 +"1964700054","20141222T000000",975000,3,2.5,1660,1344,"3",0,0,3,8,1660,0,2008,0,"98102",47.644,-122.327,1750,2040 +"1926059039","20141006T000000",799950,4,2.5,3320,7429,"2",0,0,3,9,3320,0,2014,0,"98034",47.7189,-122.225,1840,7429 +"3438500037","20150405T000000",545000,5,4,1680,7268,"1",0,0,3,8,1370,310,2008,0,"98106",47.5571,-122.356,2040,8259 +"9578501110","20141003T000000",429900,4,3.5,2584,5005,"2",0,0,3,8,2584,0,2014,0,"98023",47.296,-122.35,2767,5201 +"8856004786","20140729T000000",275000,3,2.5,2217,8019,"2",0,0,3,7,2217,0,2009,0,"98001",47.2776,-122.251,1470,8037 +"7708200600","20140718T000000",498000,3,2.5,2480,4136,"2",0,0,3,8,2480,0,2009,0,"98059",47.493,-122.147,2510,4314 +"9492500090","20140527T000000",754950,3,2.5,2610,7256,"2",0,0,3,9,2610,0,2014,0,"98033",47.695,-122.18,2610,7206 +"8691440100","20140606T000000",895000,4,3,3240,5562,"2",0,0,3,10,3240,0,2013,0,"98075",47.5919,-121.975,3380,5562 +"7222000090","20140506T000000",580000,4,3.25,3569,8327,"2",0,0,3,10,3569,0,2013,0,"98055",47.4595,-122.208,2550,5251 +"3321049112","20150222T000000",379900,4,2.5,3181,5831,"2",0,0,3,8,3181,0,2014,0,"98003",47.2716,-122.297,2056,24393 +"2911000100","20150310T000000",245000,4,2.5,1921,4888,"2",0,0,3,7,1921,0,2009,0,"98001",47.2689,-122.24,1921,9140 +"3862710090","20140826T000000",417000,3,2.5,1570,4926,"2",0,0,3,8,1570,0,2014,0,"98065",47.5342,-121.842,1800,3202 +"8648900110","20140505T000000",555000,3,2.5,1940,3211,"2",0,0,3,8,1940,0,2009,0,"98027",47.5644,-122.093,1880,3078 +"8648900110","20140826T000000",555000,3,2.5,1940,3211,"2",0,0,3,8,1940,0,2009,0,"98027",47.5644,-122.093,1880,3078 +"6791400100","20140910T000000",353000,4,2.5,2210,13721,"2",0,0,3,8,2210,0,2009,0,"98042",47.3122,-122.039,1850,12951 +"2768301477","20150425T000000",539000,3,2.25,1280,1187,"2",0,0,3,8,1080,200,2008,0,"98107",47.6651,-122.368,1280,1681 +"0126039256","20140904T000000",434900,3,2,1520,5040,"2",0,0,3,7,1520,0,1977,2006,"98177",47.777,-122.362,1860,8710 +"8562780110","20141202T000000",325000,2,2.25,1230,1078,"2",0,0,3,7,1160,70,2008,0,"98027",47.5324,-122.073,1240,817 +"8032700110","20150409T000000",650000,3,2.5,1480,2159,"3",0,0,3,8,1480,0,2007,0,"98103",47.6533,-122.341,1480,1554 +"5635100090","20150225T000000",379950,4,2.5,2612,5850,"2",0,0,3,8,2612,0,2014,0,"98030",47.3751,-122.189,2419,8984 +"2597490300","20141119T000000",700000,3,2.5,2350,4975,"2",0,0,3,8,2350,0,2012,0,"98029",47.5418,-122.01,2350,3951 +"9301300805","20141215T000000",675000,3,2.5,1300,1590,"2",0,0,3,8,1100,200,2014,0,"98109",47.6384,-122.343,1070,1223 +"3449000300","20140609T000000",379000,4,1.5,2020,7560,"1",0,0,4,7,2020,0,1960,0,"98059",47.502,-122.146,1410,8080 +"8562770490","20150330T000000",571000,3,2.5,2140,2867,"2",0,0,3,8,1960,180,2005,0,"98027",47.5357,-122.073,2280,2836 +"3052700464","20141024T000000",475000,3,2.25,1380,1621,"2",0,0,3,8,1140,240,2007,0,"98117",47.678,-122.375,1460,1403 +"9276200569","20140509T000000",769900,4,3.5,2730,3047,"2",0,0,3,8,2400,330,2006,0,"98116",47.5797,-122.391,1980,4600 +"7853280490","20141222T000000",633000,4,3.5,4220,5817,"2",0,0,3,9,2910,1310,2006,0,"98065",47.5392,-121.862,4290,6637 +"2883200524","20140512T000000",635000,3,2.5,1570,1433,"3",0,0,3,8,1570,0,2010,0,"98103",47.6858,-122.336,1570,2652 +"3630200300","20140725T000000",1.238e+006,4,3.5,4670,6000,"2",0,3,3,11,3820,850,2007,0,"98027",47.5414,-121.994,4310,6000 +"1383800015","20150108T000000",524000,3,2.25,1370,1007,"3",0,0,3,8,1330,40,2009,0,"98107",47.6682,-122.361,1570,1635 +"1441000090","20141126T000000",485000,4,3.5,3273,5115,"2",0,0,3,8,2671,602,2014,0,"98055",47.4477,-122.204,2996,5100 +"3760500407","20140521T000000",1.03e+006,3,4,3880,13095,"2",0,3,3,11,3700,180,2009,0,"98034",47.6996,-122.233,3880,10830 +"9528101214","20141024T000000",650000,3,3.5,1494,1262,"3",0,0,3,8,1494,0,2011,0,"98115",47.6826,-122.324,1494,1264 +"2801910100","20141001T000000",754842,3,2.5,2930,5641,"2",0,0,3,8,2930,0,2013,0,"98052",47.71,-122.113,3300,5641 +"1085623640","20140924T000000",428900,4,2.5,2598,5553,"2",0,0,3,9,2598,0,2014,0,"98092",47.3412,-122.178,2502,4900 +"7299601460","20140623T000000",329900,3,2.5,2242,4995,"2",0,0,3,8,2242,0,2011,0,"98092",47.2595,-122.202,1798,4942 +"1070000110","20141218T000000",1.03529e+006,4,2.5,2830,5932,"2",0,0,3,9,2830,0,2014,0,"98199",47.6479,-122.408,2840,5593 +"7853360820","20140909T000000",544999,4,2.5,2710,6937,"2",0,0,3,7,2710,0,2009,0,"98065",47.5153,-121.871,2380,5866 +"7436700090","20140529T000000",449950,4,2.75,2320,4344,"2",0,0,3,8,2320,0,2012,0,"98059",47.4862,-122.163,2310,3770 +"3034200399","20150113T000000",635000,4,2.5,2720,7991,"2",0,0,3,9,2720,0,2006,0,"98133",47.7168,-122.331,1590,8611 +"0889000015","20141103T000000",599000,3,1.75,1650,1180,"3",0,0,3,8,1650,0,2014,0,"98105",47.6638,-122.319,1650,1960 +"2767704252","20141103T000000",478000,3,3.25,1430,1348,"2",0,0,3,8,1160,270,2008,0,"98107",47.6743,-122.374,1160,1265 +"2143700756","20140929T000000",388000,4,2.5,2090,5040,"2",0,0,3,9,2090,0,2014,0,"98055",47.4797,-122.23,1430,12000 +"8946780110","20140804T000000",809950,4,3.5,3660,4903,"2",0,0,3,9,2760,900,2014,0,"98034",47.7184,-122.156,3630,4992 +"6790830090","20150415T000000",1.06e+006,4,3.5,4220,8417,"3",0,0,3,10,4220,0,2012,0,"98075",47.5869,-122.054,3730,8435 +"2768100512","20150422T000000",659000,2,2.5,1450,1213,"2",0,0,3,9,1110,340,2015,0,"98107",47.6692,-122.372,1620,1456 +"9477580110","20140626T000000",971971,4,3.75,3460,6738,"2",0,0,3,11,3460,0,2013,0,"98059",47.506,-122.145,3340,6120 +"7625702437","20150115T000000",389000,3,2.5,1350,874,"3",0,0,3,8,1270,80,2006,0,"98136",47.5491,-122.387,1350,886 +"5416510490","20140708T000000",355000,4,2.75,3000,5470,"2",0,0,3,8,3000,0,2005,0,"98038",47.3613,-122.038,2420,4891 +"1123059125","20141208T000000",551500,4,2.5,2950,10003,"2",0,0,3,9,2950,0,2006,0,"98059",47.489,-122.14,2790,9323 +"7237450110","20140701T000000",417838,4,2.5,2530,5048,"2",0,0,3,8,2530,0,2014,0,"98038",47.3559,-122.063,2530,4359 +"0250000090","20140714T000000",1.75e+006,4,4.5,4650,7660,"2",0,0,3,11,3640,1010,2008,0,"98004",47.6349,-122.198,1710,8400 +"2025049206","20140611T000000",399950,2,1,710,1131,"2",0,0,4,7,710,0,1943,0,"98102",47.6413,-122.329,1370,1173 +"5631500941","20140715T000000",740000,4,2.5,3050,8000,"2",0,0,3,9,3050,0,2007,0,"98028",47.7465,-122.231,1910,8000 +"8562780490","20150223T000000",335000,3,2.5,1150,683,"2",0,0,3,7,1150,0,2013,0,"98027",47.5323,-122.071,1150,755 +"3262300485","20150421T000000",2.25e+006,5,5.25,3410,8118,"2",0,0,3,11,3410,0,2006,0,"98039",47.6295,-122.236,3410,16236 +"5693500846","20150420T000000",667000,3,1.75,1370,1921,"3",0,0,3,8,1370,0,2007,0,"98103",47.6595,-122.351,1370,4000 +"0925059313","20150312T000000",920000,4,2.5,3540,7009,"2",0,0,3,9,3540,0,2007,0,"98033",47.6749,-122.176,2150,10290 +"2461900492","20140511T000000",368000,3,2.5,1370,1350,"2",0,0,3,7,1010,360,2007,0,"98136",47.5534,-122.382,1450,6000 +"6817750110","20140710T000000",307000,4,2.5,1714,3080,"2",0,0,3,8,1714,0,2009,0,"98055",47.429,-122.188,1714,3250 +"3574770100","20150116T000000",550000,4,2.75,3650,4534,"2",0,0,3,7,2940,710,2014,0,"98028",47.7397,-122.224,2400,7682 +"8564860110","20150113T000000",594491,4,2.5,2990,6037,"2",0,0,3,9,2990,0,2013,0,"98045",47.4766,-121.735,2990,5992 +"1085622460","20140929T000000",460458,4,2.5,3284,6516,"2",0,0,3,8,3284,0,2014,0,"98092",47.3393,-122.181,2555,5008 +"1777600850","20140624T000000",859000,4,2.25,3550,13900,"1",0,0,3,8,1830,1720,2010,0,"98006",47.5681,-122.127,2770,12200 +"9284801500","20141211T000000",399950,3,3,1860,2875,"2",0,0,3,8,1710,150,2009,0,"98126",47.5511,-122.373,1350,4830 +"7217400389","20150401T000000",547500,3,3.25,1720,1977,"2",0,0,3,8,1360,360,2007,0,"98122",47.6127,-122.299,1720,3420 +"3832051140","20140623T000000",310000,3,2.5,2540,4775,"2",0,0,3,7,2540,0,2006,0,"98042",47.3341,-122.052,2270,5000 +"0925059137","20140602T000000",939000,4,2.75,3270,12880,"2",0,0,3,9,3270,0,2014,0,"98033",47.6679,-122.172,2420,7505 +"6021503706","20141014T000000",329900,2,2.5,980,1021,"3",0,0,3,8,980,0,2008,0,"98117",47.6844,-122.387,980,1023 +"0475000176","20141222T000000",436000,3,2.5,1150,1193,"2",0,0,3,8,1020,130,2006,0,"98107",47.6684,-122.365,1450,1640 +"1220000367","20140716T000000",320000,3,2.5,1820,1855,"2",0,0,3,8,1570,250,2008,0,"98166",47.4643,-122.346,1470,6900 +"3278605590","20140926T000000",375000,3,2.5,1580,3825,"2",0,0,3,8,1580,0,2011,0,"98126",47.5458,-122.369,1380,1500 +"7203140110","20150324T000000",392137,3,2,1460,3696,"2",0,0,3,7,1460,0,2010,0,"98053",47.6861,-122.013,1720,3631 +"3818400110","20140826T000000",520000,4,2.5,2900,4950,"2",0,0,3,8,2900,0,2004,0,"98028",47.7717,-122.236,2590,4950 +"7702080110","20141016T000000",535000,5,2.75,2620,6389,"2",0,0,3,9,2620,0,2007,0,"98028",47.77,-122.236,2620,4504 +"0952002250","20150324T000000",407000,2,2.5,1340,999,"2",0,0,3,8,940,400,2008,0,"98116",47.5655,-122.386,1470,1436 +"9578500820","20141125T000000",424950,4,3.25,3266,5398,"2",0,0,3,8,3266,0,2014,0,"98023",47.2975,-122.35,3087,5152 +"3448000542","20140811T000000",290000,2,1.5,1076,1060,"3",0,0,3,7,1076,0,2006,0,"98125",47.7167,-122.298,1076,1060 +"9358000552","20141029T000000",399000,3,3.25,1680,1478,"2",0,0,3,8,1360,320,2009,0,"98126",47.5674,-122.369,1530,2753 +"2770601696","20140703T000000",439990,3,2.5,1930,1348,"2",0,0,3,8,1300,630,2005,0,"98199",47.6513,-122.384,1630,6000 +"9834201145","20150222T000000",635000,4,2.5,2880,3091,"2",0,0,3,9,1940,940,2014,0,"98144",47.5711,-122.286,1560,4080 +"3575305452","20140717T000000",635000,4,2.25,2240,5000,"2",0,0,3,8,2240,0,2013,0,"98074",47.6212,-122.058,1760,7500 +"6181500100","20150429T000000",351000,3,2.5,2594,4455,"2",0,0,3,8,2594,0,2012,0,"98001",47.3054,-122.276,2981,4950 +"2767604074","20140822T000000",437500,2,1.5,1210,1232,"3",0,0,3,8,1210,0,2007,0,"98107",47.6712,-122.39,1330,1174 +"2872100345","20140530T000000",919204,4,3.5,3760,5000,"2",0,0,3,9,2860,900,2014,0,"98117",47.6826,-122.394,1340,5000 +"2937300440","20140908T000000",923990,4,2.5,3600,6055,"2",0,0,3,9,3600,0,2014,0,"98052",47.7053,-122.126,3590,6050 +"2597490660","20140624T000000",639888,4,2.5,2050,2772,"2",0,0,3,8,2050,0,2012,0,"98029",47.5421,-122.011,2050,2934 +"3528900768","20150114T000000",675000,3,3.25,1510,2064,"2",0,0,3,8,1220,290,2008,0,"98109",47.6398,-122.345,1670,2594 +"3885802135","20140610T000000",899900,4,2.5,2580,3909,"2",0,0,3,8,2580,0,2013,0,"98033",47.6852,-122.21,1820,5772 +"3336500190","20150130T000000",252000,3,2.5,1670,4020,"2",0,0,3,7,1670,0,2009,0,"98118",47.53,-122.268,1670,4020 +"2425059174","20150317T000000",925000,4,2.5,3190,10034,"2",0,0,3,9,3190,0,2007,0,"98052",47.6379,-122.111,2110,9300 +"1890000170","20141029T000000",552000,3,2.5,1280,1920,"3",0,0,3,8,1280,0,2009,0,"98105",47.6621,-122.324,1450,1900 +"5137800130","20150407T000000",388500,4,2.5,2718,6197,"2",0,0,3,8,2718,0,2006,0,"98092",47.3255,-122.164,2667,5000 +"2767603753","20140829T000000",548000,2,2,1370,1878,"3",0,0,3,8,1370,0,2004,0,"98107",47.6721,-122.387,1280,1878 +"6181410950","20140922T000000",254950,3,2.5,1794,4769,"2",0,0,3,7,1794,0,2005,0,"98001",47.3052,-122.283,3557,4807 +"3226069049","20141208T000000",1.2375e+006,4,4.5,5120,41327,"2",0,0,3,10,3290,1830,2008,0,"98053",47.7009,-122.059,3360,82764 +"6056110430","20140930T000000",629000,3,2.5,2160,1912,"2",0,0,3,9,1970,190,2014,0,"98118",47.5642,-122.292,1810,2653 +"2916200091","20150303T000000",734000,4,2.5,2180,7204,"2",0,0,3,8,2180,0,2014,0,"98133",47.7221,-122.352,1500,7650 +"1773100980","20140618T000000",309000,3,2.25,1490,1294,"2",0,0,3,7,1220,270,2010,0,"98106",47.5569,-122.363,1490,1283 +"1123059126","20140703T000000",554950,3,2.5,2950,10254,"2",0,0,3,9,2950,0,2006,0,"98059",47.4888,-122.14,2800,9323 +"0825079024","20150506T000000",785000,3,2.75,2990,207781,"2",0,0,3,9,2990,0,2000,0,"98014",47.662,-121.944,2590,218671 +"8029770470","20140605T000000",550000,4,2.5,2700,5150,"2",0,0,3,9,2700,0,2007,0,"98059",47.5071,-122.148,3160,7620 +"1563102965","20140811T000000",1.01e+006,4,3.5,3130,5000,"3",0,0,3,10,3130,0,2014,0,"98116",47.5656,-122.403,1950,5152 +"5021900635","20141028T000000",1.575e+006,3,2,3620,14250,"2",0,0,3,8,3220,400,2007,0,"98040",47.5767,-122.225,2370,14250 +"9264450460","20140603T000000",309000,5,2.75,2481,4045,"2",0,0,3,8,2481,0,2014,0,"98001",47.2602,-122.284,2363,4175 +"7694200430","20140625T000000",328423,3,2.5,1730,3600,"2",0,0,3,8,1730,0,2014,0,"98146",47.5019,-122.34,2030,3600 +"7548301041","20140623T000000",345000,3,1.5,1420,1192,"2",0,0,3,8,1140,280,2008,0,"98144",47.5881,-122.304,1340,1213 +"0726059483","20141121T000000",660000,5,3.5,3160,5175,"2",0,0,3,9,3160,0,2014,0,"98011",47.755,-122.216,2100,9351 +"2771102144","20140502T000000",385000,3,3.25,1320,1327,"2",0,0,3,8,1040,280,2008,0,"98199",47.6506,-122.383,1440,1263 +"7011201476","20150318T000000",459000,2,2.25,1010,1107,"2",0,0,3,8,710,300,2006,0,"98119",47.6363,-122.371,1140,1531 +"0053500020","20150114T000000",248000,3,2.5,1870,4046,"2",0,0,3,7,1870,0,2007,0,"98042",47.342,-122.059,2130,4800 +"8920100066","20140820T000000",1.481e+006,4,3.5,5220,15411,"2",0,3,3,11,3550,1670,2006,0,"98075",47.592,-122.085,3110,14124 +"8091670020","20140801T000000",379000,4,2.5,2260,5824,"2",0,0,3,8,2260,0,2011,0,"98038",47.3496,-122.042,2240,5561 +"1176001310","20150304T000000",2.945e+006,5,4.5,4340,5722,"3",0,4,3,10,4340,0,2010,0,"98107",47.6715,-122.406,1770,5250 +"3629960680","20140926T000000",395000,2,2.25,1620,1841,"2",0,0,3,8,1540,80,2004,0,"98029",47.5483,-122.004,1530,1831 +"8562770250","20140507T000000",535000,3,2.5,2280,2289,"2",0,0,3,8,1880,400,2006,0,"98027",47.5375,-122.073,2280,2425 +"1102000514","20141022T000000",970000,5,3.5,3400,9804,"2",0,0,3,9,2550,850,2008,0,"98118",47.543,-122.266,2380,7440 +"1773100275","20150201T000000",205000,2,1.5,830,1020,"2",0,0,3,7,830,0,2006,0,"98106",47.5604,-122.363,830,1379 +"0321030010","20141015T000000",310000,4,2.5,2310,7384,"2",0,0,3,8,2310,0,2010,0,"98042",47.3737,-122.165,2310,7800 +"5393600509","20140702T000000",334500,2,1.5,830,1858,"2",0,0,3,7,830,0,2005,0,"98144",47.5828,-122.314,1480,3030 +"2895730280","20140828T000000",995000,5,3.25,4130,7197,"2",0,0,3,10,4130,0,2012,0,"98074",47.6022,-122.06,3730,7202 +"7967000130","20150401T000000",370228,4,3,2050,4000,"2",0,0,3,8,2050,0,2014,0,"98001",47.3525,-122.275,2050,4000 +"7570060290","20150304T000000",383000,4,2.5,2050,4953,"2",0,0,3,9,2050,0,2014,0,"98038",47.3448,-122.024,2340,6175 +"0291310170","20140804T000000",384500,3,2.5,1600,2610,"2",0,0,3,8,1600,0,2005,0,"98027",47.5344,-122.068,1445,1288 +"0923000425","20140718T000000",865000,5,2.5,3190,8160,"2",0,0,3,9,3190,0,2014,0,"98177",47.7246,-122.363,1650,8160 +"3630200780","20140522T000000",1.051e+006,4,3.75,3860,5474,"2.5",0,0,3,10,3860,0,2007,0,"98029",47.5396,-121.995,3040,5474 +"9578060660","20140513T000000",502000,4,2.5,2040,5616,"2",0,0,3,8,2040,0,2012,0,"98028",47.7737,-122.238,2380,4737 +"0250000010","20140924T000000",1.75e+006,4,3.5,3845,8400,"2",0,0,3,10,3845,0,2013,0,"98004",47.6354,-122.198,1710,8400 +"1438000010","20140912T000000",569995,4,2.5,2650,6875,"2",0,0,3,8,2650,0,2014,0,"98059",47.479,-122.124,2650,5831 +"6626300095","20140519T000000",749950,4,2.5,3430,64441,"2",0,0,3,8,3430,0,2013,0,"98077",47.7694,-122.064,3580,64441 +"8562901100","20141230T000000",550000,3,2.5,2430,5400,"2",0,0,3,8,2430,0,2007,0,"98074",47.6062,-122.057,2640,11990 +"6979970080","20140513T000000",525000,3,3.5,2876,5086,"2",0,0,3,8,2360,516,2007,0,"98072",47.7511,-122.173,2390,4419 +"7853320470","20140611T000000",516000,4,3.5,2550,8698,"2",0,0,3,7,2550,0,2007,0,"98065",47.5216,-121.869,2430,5519 +"1424069056","20140805T000000",1.35e+006,4,3.75,4100,61419,"2",0,0,3,9,4100,0,2014,0,"98029",47.5626,-122.005,2010,32362 +"3448740250","20150428T000000",440000,4,2.5,2730,4526,"2",0,0,3,7,2730,0,2009,0,"98059",47.491,-122.153,2190,4572 +"8129700728","20150414T000000",660000,3,2.5,1780,1729,"2",0,0,3,8,1080,700,2008,0,"98103",47.6594,-122.355,1780,1741 +"3832080440","20141209T000000",261950,3,2.5,1880,5000,"2",0,0,3,7,1880,0,2010,0,"98042",47.3359,-122.054,2260,5000 +"9512200050","20140827T000000",551000,5,3.75,3090,4943,"2",0,0,3,10,3090,0,2010,0,"98058",47.4594,-122.133,3191,5561 +"4027700014","20150225T000000",665000,3,3.5,2460,14155,"2",0,0,3,8,1900,560,2014,0,"98155",47.7743,-122.279,2440,14080 +"7853400250","20140604T000000",610000,4,3.5,2910,5260,"2",0,0,3,9,2910,0,2012,0,"98065",47.5168,-121.883,2910,5260 +"7853400250","20150219T000000",645000,4,3.5,2910,5260,"2",0,0,3,9,2910,0,2012,0,"98065",47.5168,-121.883,2910,5260 +"7853420480","20140618T000000",536751,3,1.75,1930,6360,"1",0,0,3,9,1930,0,2013,0,"98065",47.5181,-121.885,2770,6373 +"8943600020","20150426T000000",260000,3,2.25,1413,3403,"2",0,0,3,8,1413,0,2009,0,"98031",47.4196,-122.193,1763,3719 +"4221900305","20150121T000000",1.312e+006,3,3.25,4030,6300,"2",0,0,3,10,3630,400,2006,0,"98105",47.6664,-122.276,1660,6300 +"1112630130","20150220T000000",429900,4,3.25,2880,5929,"2.5",0,0,3,8,2880,0,2014,0,"98023",47.2752,-122.349,2880,5846 +"0123039376","20140820T000000",535000,4,2.75,2360,15100,"1",0,0,3,8,2360,0,2014,0,"98146",47.5117,-122.365,1440,13346 +"2767603962","20150414T000000",462550,2,1.75,1070,1276,"3",0,0,3,8,1070,0,2006,0,"98107",47.6719,-122.39,1290,2057 +"4083306552","20150310T000000",602000,3,3.25,1460,1367,"3",0,0,3,8,1460,0,2008,0,"98103",47.6485,-122.334,1310,1191 +"0745500010","20141208T000000",730000,4,2.75,3800,9606,"2",0,0,3,9,3800,0,2008,0,"98011",47.7368,-122.208,3400,9677 +"7899800851","20150423T000000",300500,2,1.5,1190,801,"3",0,0,3,8,1190,0,2010,0,"98106",47.5212,-122.358,1190,810 +"7853350170","20140516T000000",675000,5,2.5,3200,6455,"2",0,0,3,9,3200,0,2009,0,"98065",47.5446,-121.862,3290,7924 +"6056100380","20140520T000000",415000,3,2.25,1970,2377,"2",0,0,3,8,1680,290,2008,0,"98108",47.5631,-122.297,1690,1936 +"0626059127","20141117T000000",614000,3,2.5,2830,5831,"2",0,0,3,9,2830,0,2010,0,"98011",47.7744,-122.224,2830,6064 +"1459920190","20141204T000000",385000,4,2.5,2630,5701,"2",0,0,3,7,2630,0,2010,0,"98042",47.375,-122.16,2770,5939 +"3574750020","20140625T000000",594000,4,2.75,2720,4613,"2",0,0,3,9,2720,0,2005,0,"98028",47.7352,-122.223,2830,4836 +"2547200190","20140520T000000",860000,4,2.75,3160,8097,"2",0,0,3,9,3160,0,2014,0,"98033",47.6709,-122.166,2200,8097 +"9206500250","20140909T000000",1.1045e+006,4,4,3770,8899,"2",0,0,3,10,2940,830,2006,0,"98074",47.6476,-122.079,3300,8308 +"7202300480","20141024T000000",775000,4,2.75,3500,6226,"2",0,0,3,9,3500,0,2004,0,"98053",47.6846,-122.045,3480,7222 +"7237450190","20140806T000000",430760,5,2.75,2710,4685,"2",0,0,3,8,2710,0,2014,0,"98038",47.3555,-122.062,2710,4449 +"8682320420","20150427T000000",755000,2,2.5,2170,6361,"1",0,2,3,8,2170,0,2009,0,"98053",47.7109,-122.017,2310,7419 +"6003500743","20140519T000000",640000,2,2.25,1540,958,"3",0,0,3,9,1540,0,2007,0,"98122",47.6179,-122.318,1410,958 +"0328000182","20150501T000000",613500,3,3.25,1876,1531,"3",0,0,3,9,1876,0,2009,0,"98115",47.6864,-122.265,1876,1533 +"0821079102","20141017T000000",780000,4,3.5,3720,213073,"1",0,2,3,10,3720,0,2007,0,"98010",47.3216,-121.94,2190,59241 +"1622049242","20150304T000000",550000,4,2.5,3148,9612,"2",0,3,3,9,3148,0,2014,0,"98198",47.3994,-122.311,3000,11475 +"7203120050","20141008T000000",789500,4,3.25,3240,4852,"2",0,0,3,9,3240,0,2010,0,"98053",47.695,-122.022,3320,5318 +"7853360250","20140710T000000",592000,5,3.5,3340,5000,"2",0,0,3,8,2580,760,2012,0,"98065",47.5168,-121.871,3420,5000 +"1327600190","20150410T000000",454950,4,2.5,2413,5701,"2",0,0,3,8,2413,0,2014,0,"98042",47.3731,-122.159,2380,5725 +"4187000250","20150413T000000",475000,4,2.5,2500,4500,"2",0,0,3,7,2500,0,2010,0,"98059",47.4928,-122.149,2230,4500 +"2902201300","20141229T000000",659000,2,1.75,1180,904,"2",0,0,3,10,780,400,2014,0,"98102",47.6396,-122.329,1380,3610 +"1635500250","20141124T000000",570000,4,2.5,2890,5801,"2",0,0,3,9,2890,0,2005,0,"98028",47.7349,-122.238,2890,6286 +"6031400094","20150226T000000",347500,5,3,2230,6551,"1",0,0,3,7,1330,900,2014,0,"98168",47.487,-122.32,2230,9476 +"6601200250","20150402T000000",205000,4,2.5,1767,4500,"2",0,0,3,8,1767,0,2006,0,"98001",47.2607,-122.25,1949,4636 +"9358001403","20140903T000000",380000,3,3.25,1450,1468,"2",0,0,3,8,1100,350,2009,0,"98126",47.5664,-122.37,1450,1478 +"4216500020","20141003T000000",718000,5,2.75,2930,7663,"2",0,0,3,9,2930,0,2013,0,"98056",47.5308,-122.184,2750,10335 +"1438000440","20140724T000000",515805,5,2.75,2710,4136,"2",0,0,3,8,2710,0,2014,0,"98059",47.4786,-122.123,2590,4136 +"6061500130","20140714T000000",1.02928e+006,4,3.25,3600,18645,"2",0,1,3,10,3000,600,2013,0,"98059",47.5294,-122.154,3970,10957 +"3862710050","20141113T000000",437718,3,2.5,1800,3265,"2",0,0,3,8,1800,0,2014,0,"98065",47.5338,-121.841,1800,3663 +"7604400114","20140814T000000",450000,4,2.5,2290,5515,"2",0,0,3,8,2290,0,2006,0,"98106",47.5518,-122.357,1380,5515 +"9828702649","20141028T000000",515000,3,2.5,1510,1178,"2",0,0,3,8,1060,450,2007,0,"98122",47.6181,-122.301,1510,1210 +"2946003947","20150302T000000",204000,2,2.5,1090,13444,"2",0,0,3,7,1090,0,2007,0,"98198",47.4166,-122.319,1380,6000 +"0993000307","20140523T000000",360000,3,2,1270,1323,"3",0,0,3,8,1270,0,2006,0,"98103",47.6934,-122.342,1330,1323 +"3362400094","20141203T000000",550000,3,2.25,1540,1005,"3",0,0,3,8,1540,0,2008,0,"98103",47.6827,-122.346,1510,1501 +"7853380480","20140529T000000",650880,3,2.5,2930,6050,"2",0,0,3,9,2930,0,2008,0,"98065",47.5151,-121.883,2760,5765 +"3893100462","20150225T000000",1.78995e+006,5,3.75,4360,8504,"2",0,4,3,10,3530,830,2014,0,"98033",47.6936,-122.19,2680,9000 +"2326600130","20150225T000000",895900,4,3.5,3640,4983,"2",0,3,3,9,2790,850,2014,0,"98075",47.5619,-122.027,3270,14700 +"3424069008","20140606T000000",585000,4,2.5,2430,4747,"2",0,0,3,8,2430,0,2008,0,"98027",47.5285,-122.031,1930,7200 +"3277801586","20150508T000000",380000,3,2.25,1520,1464,"2",0,0,3,8,1240,280,2010,0,"98126",47.543,-122.375,1710,1464 +"5045700250","20141118T000000",565997,5,2.75,2730,5820,"2",0,0,3,8,2730,0,2014,0,"98059",47.4856,-122.154,2730,5700 +"3278603000","20150504T000000",459000,3,3,2440,2076,"2",0,0,3,8,1930,510,2006,0,"98126",47.5476,-122.37,2440,2310 +"7548800050","20150421T000000",550000,3,3.75,1580,1303,"2",0,0,3,8,1340,240,2010,0,"98144",47.5875,-122.315,1560,1294 +"1972201964","20140725T000000",500000,3,2.25,1420,983,"3",0,0,3,8,1420,0,2006,0,"98103",47.6533,-122.346,1530,1280 +"3395070980","20150327T000000",461500,5,3.25,2820,3275,"2",0,0,3,8,2230,590,2006,0,"98118",47.5339,-122.284,2610,3275 +"5710000005","20140522T000000",2.15e+006,4,5.5,5060,10320,"2",0,0,3,11,5060,0,2008,0,"98004",47.6245,-122.21,3010,10080 +"9319800050","20150421T000000",790000,4,2.5,2650,5000,"2",0,0,3,8,2650,0,2007,0,"98116",47.5605,-122.396,1110,6250 +"3303700221","20140627T000000",735000,3,2.25,1490,1212,"2",0,0,3,9,1040,450,2011,0,"98112",47.6226,-122.313,1490,1337 +"3304300080","20150330T000000",588000,4,2.5,3060,7710,"2",0,0,3,9,3060,0,2009,0,"98059",47.4828,-122.136,3040,7840 +"0642800130","20150513T000000",724500,3,3.25,3240,4185,"2",0,0,3,8,2770,470,2011,0,"98075",47.5794,-122.03,2660,4692 +"6192410480","20140709T000000",749000,3,2.75,2820,5348,"2",0,0,3,9,2820,0,2008,0,"98052",47.7073,-122.118,3140,5640 +"6127000480","20140918T000000",720000,5,3.5,4140,7642,"2",0,0,3,8,4140,0,2003,0,"98075",47.591,-122.008,3330,6953 +"6145601599","20140611T000000",250000,2,1.5,982,846,"2",0,0,3,8,806,176,2006,0,"98133",47.7034,-122.345,1010,3844 +"3630200460","20150327T000000",790000,3,2.75,2460,3600,"2",0,0,3,9,2460,0,2007,0,"98029",47.5409,-121.994,2570,3600 +"3845101100","20150121T000000",392440,4,2.5,2547,4800,"2",0,0,3,9,2547,0,2014,0,"98092",47.2592,-122.194,2598,4800 +"6792200066","20140725T000000",280000,4,2.25,1834,7460,"2",0,0,3,8,1834,0,2012,0,"98042",47.3568,-122.163,1979,9008 +"5317100294","20141113T000000",1.333e+006,4,4.5,3130,5126,"3",0,0,3,10,2450,680,2014,0,"98112",47.6239,-122.29,2540,7784 +"8150600250","20141217T000000",649000,4,2.5,2730,4847,"2",0,0,3,9,2730,0,2008,0,"98126",47.549,-122.374,1250,4840 +"9376301112","20141031T000000",457000,2,2.5,1380,1329,"2",0,0,3,8,1050,330,2008,0,"98117",47.6903,-122.37,1360,3750 +"0856000635","20150323T000000",2.225e+006,4,4.25,4700,10800,"2",0,1,3,11,3910,790,2002,0,"98033",47.6882,-122.214,2370,7680 +"9320350130","20140823T000000",453000,3,3,2330,4284,"2",0,0,3,9,1920,410,2004,0,"98108",47.5547,-122.308,2330,3709 +"7694200380","20140922T000000",329780,3,2.5,1730,3600,"2",0,0,3,8,1730,0,2014,0,"98146",47.5014,-122.34,2030,3600 +"0635000009","20141112T000000",1.05e+006,2,2.5,2350,2390,"3",0,2,3,10,2000,350,2007,0,"98144",47.5999,-122.286,1950,2390 +"7853440050","20150505T000000",771005,5,4.5,4000,6713,"2",0,0,3,9,4000,0,2015,0,"98024",47.5254,-121.886,3690,6600 +"8563010130","20140725T000000",1.3e+006,3,2.5,3350,7752,"1",0,0,3,9,2180,1170,2009,0,"98008",47.6263,-122.099,2570,7988 +"2767604592","20140619T000000",607500,3,3.25,1530,1612,"3",0,0,3,8,1530,0,2006,0,"98107",47.6706,-122.378,1530,1611 +"1332700020","20150116T000000",278000,2,2.25,1610,1968,"2",0,0,4,7,1610,0,1979,0,"98056",47.5184,-122.196,1950,1968 +"1442870440","20140702T000000",475000,4,2.75,2620,6178,"2",0,0,3,8,2620,0,2013,0,"98045",47.4823,-121.771,2790,6538 +"5347200179","20140814T000000",270000,3,2,1300,1920,"2",0,0,3,8,850,450,2006,0,"98126",47.5183,-122.376,1300,1344 +"8924100372","20150423T000000",1.302e+006,4,3.5,3590,5334,"2",0,2,3,9,3140,450,2006,0,"98115",47.6763,-122.267,2100,6250 +"6666830170","20140811T000000",778983,4,2.5,2490,5647,"2",0,0,3,8,2490,0,2014,0,"98052",47.7043,-122.114,2970,5450 +"3336000052","20141022T000000",221000,3,2.5,1320,1780,"2",0,0,3,7,880,440,2005,0,"98118",47.528,-122.269,3040,6000 +"2895800380","20140821T000000",338800,4,2.25,1800,2752,"2",0,0,3,8,1800,0,2014,0,"98106",47.5165,-122.346,1800,2752 +"1042700250","20140804T000000",834995,5,1.5,3360,5225,"2",0,0,3,9,3360,0,2014,0,"98074",47.6072,-122.053,3230,5368 +"7787920250","20150501T000000",550000,4,2.5,3220,9328,"2",0,0,3,8,3220,0,2006,0,"98019",47.7273,-121.958,3020,9300 +"3026059363","20141031T000000",575000,3,3.5,2514,1559,"2",0,0,3,8,2024,490,2007,0,"98034",47.7044,-122.209,2090,10454 +"3590000050","20140923T000000",649000,4,2.75,3130,9711,"2",0,0,3,9,3130,0,2014,0,"98059",47.4823,-122.124,1570,10500 +"7853361410","20140530T000000",545000,4,2.5,2720,4738,"2",0,0,3,8,2720,0,2012,0,"98065",47.515,-121.869,2590,5740 +"1355300009","20141120T000000",625000,2,2.25,1390,916,"2",0,0,3,8,1165,225,2007,0,"98122",47.6168,-122.314,1415,1488 +"8835800010","20141223T000000",1.042e+006,4,4.5,4920,270236,"2",0,3,3,10,3820,1100,2006,0,"98045",47.4695,-121.775,4920,260924 +"9268851680","20140516T000000",611000,3,2.5,2134,1984,"2.5",0,0,3,8,2134,0,2008,0,"98027",47.5402,-122.027,2170,1984 +"8096800500","20150317T000000",300000,3,2.5,1741,5701,"2",0,0,3,8,1741,0,2012,0,"98030",47.379,-122.184,2002,5700 +"7202261060","20141229T000000",577000,3,2.5,2560,5238,"2",0,0,3,8,2560,0,2001,0,"98053",47.6887,-122.04,2560,5185 +"7237450130","20141020T000000",349990,4,2.5,2220,3561,"2",0,0,3,8,2220,0,2014,0,"98038",47.3561,-122.063,2530,4449 +"3630130010","20140714T000000",650000,3,2.5,1910,4363,"2",0,0,3,9,1910,0,2006,0,"98029",47.5482,-121.996,1890,3732 +"0567000381","20150328T000000",378000,2,1.5,980,853,"2",0,0,3,7,820,160,2009,0,"98144",47.5925,-122.295,1130,1270 +"1760650290","20150205T000000",313200,3,2.5,1950,4197,"2",0,0,3,7,1950,0,2013,0,"98042",47.3613,-122.081,2300,4178 +"1024069215","20140912T000000",1.20669e+006,5,4.25,4150,12015,"2",0,0,3,10,4150,0,2014,0,"98075",47.5816,-122.021,3230,27520 +"1105000373","20150506T000000",252500,2,1.5,1110,986,"2",0,0,3,7,950,160,2009,0,"98118",47.5427,-122.272,1110,3515 +"1773100561","20150305T000000",308000,3,2.5,1250,1150,"2",0,0,3,8,1080,170,2009,0,"98106",47.5582,-122.363,1250,1150 +"9510860840","20140515T000000",803100,4,2.5,3310,5404,"2",0,0,3,9,3310,0,2004,0,"98052",47.6635,-122.083,2600,4730 +"4187000660","20140618T000000",415000,4,2.5,2020,5501,"2",0,0,3,7,2020,0,2010,0,"98059",47.4937,-122.15,2020,5494 +"7203120020","20140814T000000",785000,4,3.5,3310,4850,"2",0,0,3,9,3310,0,2010,0,"98053",47.6954,-122.022,3320,5955 +"8559300020","20140528T000000",499950,4,2.5,2798,4473,"2",0,0,3,9,2798,0,2012,0,"98055",47.4295,-122.205,2358,4593 +"3356402705","20150317T000000",216000,4,2.5,1847,8000,"2",0,0,3,7,1847,0,2008,0,"98001",47.2874,-122.257,1767,8000 +"0662440020","20150226T000000",380000,4,2.5,2420,4981,"2",0,0,3,9,2420,0,2009,0,"98038",47.3785,-122.023,2420,5000 +"0255370020","20141106T000000",345000,4,2.5,2020,3600,"2",0,0,3,7,2020,0,2012,0,"98038",47.3535,-122.017,2210,3800 +"0293810190","20141104T000000",456500,4,2.5,2400,6811,"2",0,0,3,8,2400,0,2007,0,"98059",47.4959,-122.15,2710,5314 +"8091670190","20141104T000000",382495,3,2.5,1760,5390,"1",0,0,3,8,1760,0,2014,0,"98038",47.3482,-122.042,2310,5117 +"1760650280","20150306T000000",324950,4,2.5,2110,4178,"2",0,0,3,7,2110,0,2013,0,"98042",47.3612,-122.081,2300,4142 +"6306800010","20140811T000000",436472,4,2.5,2692,8392,"2",0,0,3,9,2692,0,2014,0,"98030",47.3519,-122.197,2574,14446 +"0982850010","20140530T000000",365250,3,2.25,1490,4522,"2",0,0,3,7,1490,0,2009,0,"98028",47.7611,-122.233,1580,4667 +"6705600020","20150324T000000",919990,5,3.25,3960,6352,"2",0,0,3,10,3960,0,2014,0,"98075",47.5806,-122.055,2930,9875 +"9478550430","20150429T000000",316475,4,2.5,1740,4642,"2",0,0,3,7,1740,0,2012,0,"98042",47.3686,-122.117,1950,4642 +"5498100010","20150324T000000",425000,4,2.5,1940,4517,"1",0,0,3,8,1190,750,2010,0,"98028",47.776,-122.26,1910,10410 +"7625702901","20150311T000000",302860,2,1,970,3279,"2",0,0,3,7,790,180,2007,0,"98136",47.5469,-122.383,1150,1351 +"0301401410","20140722T000000",298000,3,2.5,1852,4000,"2",0,0,3,7,1852,0,2014,0,"98002",47.3455,-122.21,2166,4000 +"0251500080","20140826T000000",3.204e+006,4,4,4810,18851,"2",0,3,3,11,4810,0,2007,0,"98004",47.6364,-122.214,3970,19929 +"0521049227","20141201T000000",950000,4,4,5635,9695,"2",0,3,3,10,4360,1275,2011,0,"98003",47.3389,-122.334,3726,9765 +"0100300500","20141121T000000",333000,3,2.5,1520,3041,"2",0,0,3,7,1520,0,2009,0,"98059",47.4874,-122.152,1820,3229 +"8669160460","20150305T000000",289950,3,2.5,2099,4275,"2",0,0,3,7,2099,0,2010,0,"98002",47.3521,-122.211,2099,4275 +"2810100007","20150506T000000",419950,3,2.25,1250,811,"3",0,0,3,8,1250,0,2014,0,"98136",47.5419,-122.388,1250,1232 +"6749700006","20140715T000000",306000,2,1.5,1090,1183,"3",0,0,3,8,1090,0,2008,0,"98103",47.6974,-122.349,1110,1384 +"1085623730","20141129T000000",498445,4,2.5,3216,5902,"2",0,0,3,9,3216,0,2014,0,"98030",47.3425,-122.179,2815,4916 +"6666830430","20140620T000000",775950,4,2.5,2970,4400,"2",0,0,3,8,2970,0,2014,0,"98052",47.705,-122.114,3010,4892 +"7852110380","20140703T000000",605000,3,2.5,2610,6405,"2",0,0,3,8,2610,0,2001,0,"98065",47.5373,-121.874,2580,6285 +"8080400177","20140909T000000",520000,2,1.75,1340,1368,"2",0,0,3,7,1060,280,2006,0,"98122",47.618,-122.311,2480,1707 +"0293070010","20141028T000000",849990,4,2.75,3300,4987,"2",0,0,3,9,3300,0,2014,0,"98074",47.6175,-122.056,3520,5453 +"9144100007","20140604T000000",767450,3,2,1630,7599,"1",0,0,3,10,1630,0,2006,0,"98117",47.6981,-122.376,2030,7599 +"7234601142","20140808T000000",665000,3,2.25,1590,929,"2",0,0,3,9,1060,530,2014,0,"98122",47.6172,-122.31,1510,1193 +"1972200426","20140918T000000",525000,2,2.75,1310,1268,"3.5",0,0,3,8,1310,0,2007,0,"98103",47.6534,-122.355,1350,1288 +"7768800280","20140722T000000",870515,4,3.5,3600,5697,"2",0,0,3,9,2940,660,2014,0,"98075",47.5755,-122.071,3490,5911 +"9512200420","20140721T000000",390000,4,2.5,2154,4153,"2",0,0,3,9,2154,0,2012,0,"98058",47.4557,-122.13,2154,4091 +"7132300525","20150411T000000",500000,3,1.75,1530,825,"3",0,0,3,8,1530,0,2015,0,"98144",47.5929,-122.308,1580,1915 +"7515000143","20140805T000000",399950,3,2.25,1360,1041,"2",0,0,3,8,1094,266,2006,0,"98117",47.6925,-122.375,1522,1382 +"3395070440","20150209T000000",305000,3,2.5,1320,2480,"2",0,0,3,7,1320,0,2005,0,"98118",47.536,-122.284,1320,3240 +"0629650380","20150123T000000",255000,4,2.5,1660,6724,"2",0,0,3,7,1660,0,2009,0,"98001",47.259,-122.256,1544,6054 +"1115600130","20140930T000000",415000,4,2.5,2891,6499,"2",0,0,3,9,2891,0,2014,0,"98001",47.3359,-122.257,2550,8383 +"8562790950","20150327T000000",716500,3,2.5,2340,2155,"2",0,0,3,10,2120,220,2012,0,"98027",47.53,-122.073,2640,2680 +"3413700130","20140625T000000",425000,3,2.5,2320,2267,"3",0,0,3,8,2320,0,2009,0,"98177",47.7027,-122.359,1240,1883 +"9532000170","20150217T000000",540000,4,2.5,2190,3855,"2",0,0,3,8,2190,0,2010,0,"98011",47.7705,-122.169,2190,3600 +"0255450380","20140804T000000",324747,3,2.5,2060,4742,"2",0,0,3,8,2060,0,2014,0,"98038",47.3706,-122.017,2370,4725 +"7203140420","20150128T000000",385000,3,2.5,1740,4145,"2",0,0,3,7,1740,0,2010,0,"98053",47.6875,-122.015,1740,4045 +"1760650670","20140812T000000",270000,3,2.25,1400,3825,"2",0,0,3,7,1400,0,2012,0,"98042",47.3596,-122.082,2110,3825 +"5556300098","20140612T000000",1.24e+006,5,4,4410,14380,"2",0,0,3,11,4410,0,2006,0,"98052",47.6463,-122.121,2720,11454 +"8129700743","20150416T000000",672000,3,2.5,1780,1647,"2",0,0,3,8,1080,700,2008,0,"98103",47.6597,-122.355,2000,1741 +"3023000050","20150129T000000",310000,3,2.5,1760,10137,"2",0,0,3,8,1760,0,2010,0,"98038",47.355,-122.059,2000,6935 +"0518500480","20140811T000000",3e+006,3,3.5,4410,10756,"2",1,4,3,11,3430,980,2014,0,"98056",47.5283,-122.205,3550,5634 +"1725059127","20150225T000000",2.35e+006,6,4.25,5550,11547,"2",0,2,3,11,4270,1280,2014,0,"98033",47.6547,-122.202,3480,11547 +"9511120050","20140627T000000",427000,3,2.5,2432,9391,"2",0,2,3,9,2432,0,2005,0,"98001",47.3453,-122.267,2912,8932 +"8943600430","20150423T000000",389950,3,2.5,2283,3996,"2",0,0,3,8,2283,0,2008,0,"98031",47.4221,-122.192,1760,3992 +"9429400170","20140625T000000",309620,3,2.5,1860,3730,"2",0,0,3,8,1860,0,2012,0,"98019",47.7442,-121.984,2110,4509 +"3845101150","20140701T000000",399895,4,2.5,2701,4500,"2",0,0,3,9,2701,0,2014,0,"98092",47.2586,-122.194,2570,4800 +"1085623560","20150202T000000",442515,4,2.5,2930,4875,"2",0,0,3,9,2930,0,2014,0,"98030",47.3421,-122.179,2815,4900 +"0263000255","20141202T000000",375000,3,2.25,1540,1561,"3",0,0,3,8,1540,0,2010,0,"98103",47.6991,-122.346,1540,1547 +"7299600130","20140702T000000",309780,3,2.5,2242,4500,"2",0,0,3,8,2242,0,2014,0,"98092",47.2583,-122.198,2009,4500 +"7853320280","20150312T000000",425000,3,2.5,1950,4345,"2",0,0,3,7,1950,0,2007,0,"98065",47.5202,-121.873,2260,4345 +"4253400098","20150501T000000",405000,2,3,1160,1073,"2",0,0,3,7,880,280,2007,0,"98144",47.5788,-122.315,1250,4812 +"3814900380","20140719T000000",356250,3,2.5,2060,5115,"2",0,0,3,9,2060,0,2014,0,"98092",47.3261,-122.163,2648,4500 +"6821101732","20150219T000000",550000,3,2.25,1230,875,"3",0,0,3,8,1230,0,2013,0,"98199",47.6521,-122.4,1760,5664 +"3644100086","20140505T000000",340000,2,1.5,1160,1438,"2",0,0,3,7,1160,0,2001,0,"98144",47.5917,-122.295,1220,1740 +"7237450080","20140823T000000",362865,4,2.5,2245,4301,"2",0,0,3,8,2245,0,2014,0,"98038",47.3555,-122.063,2530,4478 +"6389970010","20150323T000000",1.36e+006,4,3.5,4120,12626,"2",0,1,3,11,3970,150,2014,0,"98034",47.7089,-122.245,4120,11913 +"9578090050","20140505T000000",830000,4,2.5,3400,9692,"2",0,0,3,9,3400,0,2007,0,"98052",47.708,-122.109,3070,7375 +"1489300005","20140801T000000",1.598e+006,5,3.75,4270,7500,"2",0,0,3,10,3210,1060,2014,0,"98033",47.6845,-122.207,2410,8350 +"7768800290","20150304T000000",855000,4,3.5,2890,5911,"2",0,0,3,9,2370,520,2014,0,"98075",47.5754,-122.071,3490,6093 +"1245003220","20140819T000000",1.205e+006,5,3.5,3220,8000,"2",0,0,3,9,2900,320,2008,0,"98033",47.6834,-122.2,2100,9680 +"5608000010","20140811T000000",1.385e+006,4,3.5,4010,15365,"2",0,1,3,11,4010,0,2006,0,"98027",47.5528,-122.093,3550,13429 +"5379805260","20150326T000000",400200,4,3.5,2260,30250,"2",0,0,3,7,2260,0,2013,0,"98188",47.4493,-122.281,1270,16350 +"3278600670","20140523T000000",235000,2,1,1140,1730,"1.5",0,0,3,8,1010,130,2007,0,"98126",47.5494,-122.372,1360,1730 +"2781240050","20150507T000000",349950,3,2,1640,4714,"1",0,0,3,8,1640,0,2009,0,"98038",47.3539,-122.021,1770,4802 +"7502800050","20140709T000000",659950,4,2.75,3510,9400,"2",0,0,3,9,3510,0,2014,0,"98059",47.4827,-122.131,3550,9429 +"9544700500","20140508T000000",785000,3,2.75,3010,1842,"2",0,0,3,9,3010,0,2011,0,"98075",47.5836,-121.994,2950,4200 +"2771603314","20150416T000000",475000,2,2.25,1060,925,"2",0,0,3,8,980,80,2006,0,"98199",47.6386,-122.388,1020,4000 +"4181200680","20140527T000000",263900,3,2.5,1658,2700,"2",0,0,3,8,1658,0,2014,0,"98198",47.3667,-122.307,1658,2700 +"9347300010","20150501T000000",342000,3,2.5,1960,3540,"2",0,0,3,8,1960,0,2012,0,"98038",47.3568,-122.055,1840,3825 +"0255450020","20140918T000000",367899,3,2.5,2420,4725,"2",0,0,3,8,2420,0,2014,0,"98038",47.371,-122.018,2370,4200 +"7230200585","20150204T000000",657044,3,3.5,3420,23786,"1.5",0,0,3,9,3420,0,2014,0,"98059",47.4739,-122.11,1590,23774 +"9828702771","20141113T000000",359950,2,1.5,893,965,"2",0,0,3,8,893,0,2007,0,"98122",47.6187,-122.301,1340,1436 +"9492500170","20140723T000000",879950,4,2.75,3020,7203,"2",0,0,3,9,3020,0,2014,0,"98033",47.6948,-122.178,3010,7215 +"9265880170","20140826T000000",550000,4,2.5,2470,5954,"2",0,0,3,8,2470,0,2013,0,"98028",47.7685,-122.236,2470,4800 +"7299600920","20141209T000000",279000,4,2.5,2009,4800,"2",0,0,3,8,2009,0,2012,0,"98092",47.2586,-122.2,1798,4800 +"8690600050","20140718T000000",255000,3,2.5,1530,1116,"2.5",0,0,3,7,1530,0,2005,0,"98028",47.7385,-122.25,1530,7780 +"1176001119","20150224T000000",609500,3,1.75,1590,1113,"3",0,0,3,8,1590,0,2014,0,"98107",47.6691,-122.402,1520,1357 +"3449850050","20140620T000000",420000,5,3,2630,3149,"2",0,0,3,8,1670,960,2013,0,"98056",47.5065,-122.171,2240,4825 +"9211000170","20141008T000000",570000,4,2.5,3230,7187,"2",0,0,3,9,3230,0,2008,0,"98059",47.4995,-122.15,2950,6537 +"6056111350","20150512T000000",439000,3,2.25,1430,2343,"2",0,0,3,8,1430,0,2012,0,"98108",47.5648,-122.294,1270,1916 +"7299601630","20141108T000000",310000,3,2.5,2242,5744,"2",0,0,3,8,2242,0,2012,0,"98092",47.2597,-122.199,2009,5712 +"7133300380","20150209T000000",635000,4,2.5,2500,4000,"2",0,0,3,8,2500,0,2014,0,"98144",47.5902,-122.311,1480,4300 +"2770601775","20141128T000000",399950,3,2.5,1230,922,"2",0,0,3,8,1080,150,2009,0,"98199",47.6518,-122.384,1230,1237 +"3630200630","20140805T000000",805000,4,2.5,3020,3600,"2.5",0,0,3,9,3020,0,2009,0,"98029",47.5407,-121.993,2570,3600 +"4385700250","20150407T000000",1.8e+006,4,3.5,3480,4000,"2",0,0,3,9,2460,1020,2015,0,"98112",47.6356,-122.281,2620,4000 +"6430500182","20150403T000000",1.205e+006,4,3,3330,7650,"1",0,0,3,9,1830,1500,2008,0,"98103",47.6889,-122.352,1200,3876 +"8029770190","20141015T000000",745000,4,2.5,3400,4840,"2",0,0,3,10,3190,210,2006,0,"98059",47.5066,-122.146,3400,5710 +"5393600507","20140624T000000",329445,2,1.5,830,1119,"2",0,0,3,7,830,0,2005,0,"98144",47.5828,-122.314,1480,3622 +"0207700050","20141015T000000",588000,5,3,3110,4464,"2",0,0,3,8,3110,0,2007,0,"98011",47.7719,-122.168,2450,4221 +"8138870470","20140707T000000",494815,3,2.5,1910,2091,"2",0,0,3,8,1910,0,2014,0,"98029",47.5445,-122.013,1630,1546 +"7853370020","20141014T000000",591975,3,2.75,3230,5250,"2",0,0,3,9,2680,550,2014,0,"98065",47.5196,-121.878,2710,5250 +"3304300380","20150108T000000",600000,5,2.75,3380,8179,"2",0,0,3,9,3380,0,2011,0,"98059",47.4827,-122.135,2840,8179 +"3528960020","20140708T000000",673000,3,2.75,2830,3496,"2",0,0,3,8,2830,0,2012,0,"98029",47.5606,-122.011,2160,3501 +"1853080840","20150211T000000",889950,5,3.5,3700,7055,"2",0,0,3,9,3700,0,2014,0,"98074",47.5929,-122.057,3170,6527 +"7852130460","20150325T000000",500000,4,3,2520,4104,"2",0,0,3,7,2520,0,2002,0,"98065",47.5352,-121.88,2510,5015 +"2768301357","20141001T000000",500000,3,2.25,1530,1396,"2",0,0,3,8,1240,290,2007,0,"98107",47.666,-122.367,1690,2500 +"8562710250","20140505T000000",890000,4,4.25,4420,5750,"2",0,0,3,10,3410,1010,2006,0,"98027",47.5404,-122.073,4420,5750 +"6824100014","20150429T000000",437000,3,3,1460,1180,"3",0,0,3,8,1460,0,2006,0,"98117",47.6998,-122.367,1460,1224 +"7905200061","20140905T000000",419700,3,2.25,1450,1486,"2",0,0,3,8,1160,290,2006,0,"98116",47.5694,-122.387,1370,1437 +"3524039228","20140723T000000",394000,3,2,1160,3441,"1",0,0,4,6,580,580,1930,0,"98136",47.5314,-122.392,1160,4000 +"2781240040","20140806T000000",342000,3,2,1640,4802,"1",0,0,3,8,1640,0,2010,0,"98038",47.3538,-122.021,1940,4802 +"1222029064","20140626T000000",420000,3,1.75,1444,249126,"1.5",0,0,3,7,1444,0,2008,0,"98070",47.4104,-122.486,1760,224770 +"9523100730","20140523T000000",580000,3,2.5,1620,1173,"3",0,4,3,8,1470,150,2008,0,"98103",47.6681,-122.355,1620,1505 +"5649600464","20150327T000000",343000,2,1.5,1100,1228,"2",0,0,3,7,900,200,2007,0,"98118",47.5538,-122.282,1340,1380 +"7548301050","20150402T000000",390000,2,1.5,1340,1402,"2",0,0,3,8,1120,220,2008,0,"98144",47.588,-122.304,1340,1213 +"9542840450","20140811T000000",274000,3,1.5,1450,4694,"2",0,0,3,7,1450,0,2011,0,"98038",47.3654,-122.021,1870,4198 +"0126039467","20150114T000000",700000,4,2.5,3040,7200,"2",0,0,3,9,3040,0,2008,0,"98177",47.7747,-122.366,2360,8245 +"7936000463","20150416T000000",838000,4,2.5,2560,7210,"2",0,0,3,9,2560,0,2006,0,"98136",47.5535,-122.395,2160,10439 +"3021059304","20140917T000000",300000,6,3,2744,9926,"2",0,0,3,7,2744,0,2006,0,"98002",47.2773,-122.216,2470,9926 +"3362401758","20140903T000000",467000,3,2.25,1420,990,"3",0,0,3,8,1420,0,2008,0,"98103",47.6801,-122.348,1350,1415 +"0886000090","20150302T000000",395000,2,1,700,7457,"1",0,0,3,6,700,0,1943,0,"98108",47.5348,-122.295,1500,7130 +"1196003740","20140924T000000",734000,5,4.25,4110,42755,"2",0,2,3,10,2970,1140,2000,0,"98023",47.3375,-122.337,2730,12750 +"5045700090","20150106T000000",480000,5,2.75,2670,4780,"2",0,0,3,8,2670,0,2013,0,"98059",47.4866,-122.155,2560,5380 +"1604601801","20150217T000000",539000,3,2.75,2130,1400,"2",0,0,3,9,1080,1050,2010,0,"98118",47.5661,-122.29,1520,3132 +"5057100090","20150505T000000",459950,5,2.75,3078,6371,"2",0,0,3,9,3078,0,2014,0,"98042",47.3587,-122.163,1979,19030 +"3869900146","20141030T000000",306500,2,1,840,892,"2",0,0,3,7,840,0,2006,0,"98136",47.5396,-122.387,1030,1007 +"3862710180","20150326T000000",408474,3,2.5,1800,2731,"2",0,0,3,8,1800,0,2014,0,"98065",47.5342,-121.841,1800,3265 +"1023059246","20140514T000000",437000,3,2.75,2580,5200,"2",0,0,3,8,2580,0,2008,0,"98059",47.496,-122.151,2700,5602 +"6056100150","20140623T000000",160797,3,1.5,1270,2356,"2",0,0,3,7,1270,0,2012,0,"98108",47.5671,-122.298,1490,2175 +"3342700464","20150107T000000",729000,4,3.5,3065,5440,"3",0,0,3,9,3065,0,2014,0,"98056",47.524,-122.2,2210,8400 +"3026059362","20141031T000000",499000,3,2.5,1861,1587,"2",0,0,3,8,1578,283,2007,0,"98034",47.7043,-122.209,2090,10454 +"1327600150","20141016T000000",359950,4,2.75,2260,5705,"2",0,0,3,8,2260,0,2014,0,"98042",47.3726,-122.159,2260,5727 +"2895730540","20141210T000000",929000,5,3.25,4150,7100,"2",0,0,3,10,4150,0,2013,0,"98074",47.6026,-122.06,3560,7214 +"2768200209","20141006T000000",529950,2,2.5,1500,1174,"2",0,0,3,8,1140,360,2014,0,"98107",47.6689,-122.363,1550,1519 +"9268851380","20150403T000000",461000,3,2.25,1620,998,"2.5",0,0,3,8,1540,80,2012,0,"98027",47.5394,-122.027,1620,1068 +"7625703007","20141014T000000",271115,2,1.5,830,1325,"2",0,0,3,7,830,0,2005,0,"98136",47.5472,-122.384,1310,1485 +"7202280580","20150106T000000",653000,4,2.5,3120,5137,"2",0,0,3,7,3120,0,2003,0,"98053",47.6842,-122.04,2755,5137 +"1972202187","20141024T000000",565000,3,2.5,1870,1058,"3",0,0,3,8,1380,490,2007,0,"98103",47.6512,-122.345,1440,1136 +"2767600985","20141204T000000",529950,3,2.25,1240,1250,"3",0,0,3,8,1240,0,2014,0,"98107",47.6748,-122.377,1470,1250 +"5631501202","20150326T000000",585000,4,2.5,2820,5612,"2",0,0,3,9,2820,0,2007,0,"98028",47.7477,-122.236,1620,14881 +"1972200556","20140703T000000",609000,3,1.75,1630,1526,"3",0,0,3,8,1630,0,2014,0,"98103",47.6536,-122.354,1570,1274 +"0301400930","20140618T000000",267000,3,2.25,1584,2800,"2",0,0,3,7,1584,0,2012,0,"98002",47.3454,-122.214,1584,2800 +"9265880040","20140509T000000",557000,4,2.5,2840,4500,"2",0,0,3,8,2840,0,2012,0,"98028",47.7678,-122.237,2840,4939 +"7853280610","20141117T000000",709950,4,3.25,3910,6293,"2",0,0,3,9,3130,780,2006,0,"98065",47.5389,-121.86,4410,6015 +"1972200847","20140718T000000",625000,3,2.5,1730,1301,"3",0,0,3,9,1730,0,2011,0,"98103",47.653,-122.352,1330,1240 +"8562790940","20141223T000000",599000,3,2.75,1840,2060,"2",0,0,3,10,1700,140,2013,0,"98027",47.53,-122.073,2590,2680 +"1623089165","20150506T000000",920000,4,3.75,4030,503989,"2",0,0,3,10,4030,0,2008,0,"98045",47.4807,-121.795,2110,71874 +"6788200596","20141016T000000",1.285e+006,4,3.5,3440,3800,"3",0,0,3,9,3440,0,2014,0,"98112",47.6408,-122.307,1760,3800 +"1760650610","20150330T000000",324500,4,2.5,2110,3825,"2",0,0,3,7,2110,0,2012,0,"98042",47.3602,-122.082,2110,3825 +"7853360850","20150116T000000",471500,3,2.5,2430,5866,"2",0,0,3,7,2430,0,2009,0,"98065",47.5158,-121.871,2380,5866 +"2526069092","20140808T000000",1.015e+006,4,3.75,4690,207141,"2",0,0,3,10,4030,660,2007,0,"98019",47.7072,-121.983,2890,200527 +"2424059061","20141111T000000",998000,4,3.5,3500,43560,"2",0,0,3,9,2850,650,2014,0,"98006",47.5481,-122.103,3640,40545 +"7661600206","20150129T000000",262000,4,2.5,2070,8685,"2",0,0,3,7,2070,0,2006,0,"98188",47.4697,-122.267,2170,9715 +"8149600065","20150401T000000",844000,4,3.5,3350,6350,"2",0,2,3,8,2610,740,2009,0,"98116",47.5602,-122.39,1820,6350 +"6666830120","20140624T000000",745641,4,2.5,2440,4850,"2",0,0,3,8,2440,0,2013,0,"98052",47.7043,-122.114,2970,5450 +"3034200087","20141212T000000",659950,5,3,3010,7357,"2",0,0,3,9,3010,0,2008,0,"98133",47.7226,-122.33,2370,8050 +"0255450410","20140804T000000",339989,3,2.5,2060,4200,"2",0,0,3,8,2060,0,2014,0,"98038",47.3706,-122.018,2370,4200 +"3438501327","20150504T000000",352500,2,2.5,1570,2399,"2",0,0,3,7,1180,390,2009,0,"98106",47.5488,-122.364,1590,2306 +"9828702389","20140513T000000",525000,3,2.5,1580,1161,"2",0,0,3,8,1010,570,2008,0,"98112",47.6206,-122.299,1680,1177 +"8691440330","20140929T000000",1.13899e+006,5,3.5,4280,6530,"2",0,3,3,10,4280,0,2014,0,"98075",47.5941,-121.973,3960,6863 +"1085623740","20140812T000000",491000,5,3.5,2815,4900,"2",0,0,3,9,2815,0,2011,0,"98030",47.3424,-122.179,2798,4900 +"1424069110","20140718T000000",675000,4,2.5,2620,6114,"2",0,0,3,9,2620,0,2011,0,"98029",47.5603,-122.013,2620,5808 +"0993001914","20150106T000000",344000,3,2.25,1250,1033,"3",0,0,3,8,1250,0,2007,0,"98103",47.6907,-122.343,1250,1150 +"9211010220","20141104T000000",530000,4,2.5,3250,4500,"2",0,0,3,8,3250,0,2008,0,"98059",47.4944,-122.15,3030,4598 +"2143701015","20141210T000000",290500,4,3.25,2510,7686,"2",0,0,3,9,2510,0,2003,0,"98055",47.4785,-122.228,2510,6732 +"6056111430","20150113T000000",335000,2,1.75,1270,1685,"2",0,0,3,8,1270,0,2012,0,"98108",47.5646,-122.295,1270,1843 +"1925059254","20150507T000000",2.998e+006,5,4,6670,16481,"2",0,0,3,12,4960,1710,2007,0,"98004",47.6409,-122.221,4800,16607 +"3278606200","20140919T000000",379000,3,2.5,1580,3075,"2",0,0,3,8,1580,0,2013,0,"98126",47.545,-122.368,1710,2934 +"3126049501","20140717T000000",385000,3,1.5,1360,2030,"3",0,0,3,8,1360,0,2008,0,"98103",47.6961,-122.349,1360,1167 +"4305600360","20150225T000000",500012,4,2.5,2400,9612,"1",0,0,3,8,1230,1170,1962,2009,"98059",47.4799,-122.127,2430,5539 +"6632300212","20140505T000000",366750,3,3,1571,2017,"3",0,0,3,8,1571,0,2008,0,"98125",47.7338,-122.309,1520,1497 +"1189000492","20140606T000000",405000,2,2,1405,1073,"2",0,0,3,8,1140,265,2007,0,"98122",47.612,-122.295,1405,3000 +"3319500628","20150212T000000",356999,3,1.5,1010,1546,"2",0,0,3,8,1010,0,1971,2014,"98144",47.5998,-122.311,1010,1517 +"2436700625","20150417T000000",590000,2,2.5,1450,1281,"2",0,0,3,8,1220,230,2006,0,"98105",47.665,-122.285,1440,1281 +"3679400474","20141104T000000",294000,3,1.75,1420,1361,"2",0,0,3,7,960,460,2014,0,"98108",47.5684,-122.314,1340,1343 +"7203190110","20150426T000000",731500,4,2.5,2650,4644,"2",0,0,3,8,2650,0,2013,0,"98053",47.6945,-122.018,2640,5099 +"1853080850","20140606T000000",837219,5,2.75,3030,7679,"2",0,0,3,9,3030,0,2014,0,"98074",47.593,-122.057,3080,6341 +"1125079111","20150415T000000",1.6e+006,4,5.5,6530,871200,"2",0,2,3,11,6530,0,2008,0,"98014",47.664,-121.878,1280,858132 +"0518500610","20140616T000000",798800,3,2.75,2670,3738,"1",0,0,3,10,1720,950,2013,0,"98056",47.5299,-122.203,2610,3734 +"0293670040","20141008T000000",482500,2,2.5,1170,809,"2",0,0,3,9,1170,0,2007,0,"98103",47.6875,-122.339,1170,1121 +"3303970100","20150306T000000",820000,4,2.5,3260,26772,"2",0,0,3,9,3260,0,2007,0,"98027",47.5115,-122.031,3260,14491 +"3834000594","20140711T000000",319000,3,1.5,1480,1722,"3",0,0,3,7,1480,0,2007,0,"98125",47.728,-122.292,1480,5764 +"3342100569","20140813T000000",950000,3,2.5,2700,6947,"2",0,3,3,9,2700,0,2013,0,"98056",47.5172,-122.208,2500,6947 +"7237501380","20150507T000000",1.2675e+006,4,3.5,4640,13404,"2",0,0,3,10,4640,0,2007,0,"98059",47.531,-122.134,4690,13590 +"2325300093","20140707T000000",378000,3,2.5,1601,2491,"3",0,0,3,7,1536,65,2007,0,"98125",47.719,-122.317,1420,1156 +"9808100150","20150402T000000",3.345e+006,5,3.75,5350,15360,"1",0,1,3,11,3040,2310,2008,0,"98004",47.648,-122.218,3740,15940 +"3332500085","20141027T000000",489950,3,2.5,2540,5237,"2",0,0,3,8,2540,0,2011,0,"98118",47.5492,-122.276,1800,4097 +"3869900150","20150427T000000",345000,2,1.75,1030,1106,"2",0,0,3,7,765,265,2006,0,"98136",47.5397,-122.387,1030,1066 +"2011400401","20150226T000000",510000,3,2.5,2730,7136,"2",0,0,3,8,2730,0,2012,0,"98198",47.3938,-122.321,2130,8932 +"9578501030","20140729T000000",432500,4,2.5,3172,5033,"2",0,0,3,8,3172,0,2014,0,"98023",47.2961,-122.348,2704,5232 +"8029770410","20150420T000000",650000,4,2.5,3160,8530,"2",0,0,3,9,3160,0,2006,0,"98059",47.5075,-122.148,3160,6460 +"6639900242","20141003T000000",750000,4,2.5,2850,12429,"2",0,0,3,9,2850,0,2008,0,"98033",47.6915,-122.177,2540,12000 +"2919700735","20150427T000000",870000,4,3.5,2780,3100,"2",0,0,3,8,2120,660,2014,0,"98117",47.6886,-122.364,1740,3600 +"8691440410","20141215T000000",900000,4,3.5,3860,6543,"2",0,0,3,10,3860,0,2014,0,"98075",47.5934,-121.974,3760,6888 +"2902201301","20141216T000000",664950,2,1.75,1180,900,"2",0,0,3,10,780,400,2014,0,"98102",47.6395,-122.329,1380,3610 +"0291310150","20140602T000000",391000,3,2.25,1410,1290,"2",0,0,3,7,1290,120,2004,0,"98027",47.5345,-122.069,1490,1380 +"0323079101","20150123T000000",1.8e+006,4,3.5,6370,205603,"2",0,0,3,12,6370,0,2008,0,"98027",47.5016,-121.905,1490,33580 +"5057100110","20150514T000000",479349,5,3,3223,6371,"2",0,0,3,9,3223,0,2014,0,"98042",47.3584,-122.163,1979,9008 +"9268850940","20141223T000000",661000,4,3.25,2600,2074,"2",0,0,3,8,2150,450,2011,0,"98027",47.5402,-122.028,2510,2074 +"0993000315","20141002T000000",379000,3,3.25,1380,1234,"3",0,0,3,8,1380,0,2006,0,"98103",47.6935,-122.342,1370,1282 +"9268851800","20140505T000000",415000,3,2.25,1620,998,"2.5",0,0,3,8,1540,80,2010,0,"98027",47.5401,-122.027,1620,1299 +"4310702837","20141201T000000",375000,3,3.25,1370,1227,"3",0,0,3,8,1370,0,2007,0,"98103",47.6964,-122.341,1370,1236 +"4310703083","20140523T000000",355000,3,2,1220,1186,"3",0,0,3,8,1220,0,2007,0,"98103",47.6972,-122.341,1280,1251 +"1890000166","20140905T000000",540000,3,2.5,1280,1889,"3",0,0,3,8,1280,0,2009,0,"98105",47.6619,-122.324,1450,1889 +"7904700146","20140724T000000",290000,2,1.5,770,850,"2",0,0,3,7,770,0,2006,0,"98116",47.5644,-122.388,1350,915 +"1931300308","20140520T000000",500000,3,2.5,1210,1200,"3",0,0,3,8,1210,0,2008,0,"98103",47.6543,-122.345,1210,1200 +"8091670730","20140902T000000",416000,4,2.5,2890,6322,"2",0,0,3,8,2890,0,2011,0,"98038",47.3494,-122.044,2380,5738 +"3278612370","20140811T000000",349900,3,2.5,1580,2765,"2",0,0,3,8,1580,0,2011,0,"98126",47.5444,-122.369,1580,1820 +"0007600065","20140605T000000",465000,3,2.25,1530,1245,"2",0,0,3,9,1050,480,2014,0,"98122",47.6018,-122.297,1530,2307 +"3630200900","20140630T000000",950000,4,2.5,3670,7680,"2.5",0,0,3,10,3670,0,2007,0,"98029",47.5401,-121.993,3130,6112 +"3278611450","20150326T000000",496800,4,2.25,1850,2340,"2.5",0,0,3,8,1850,0,2014,0,"98126",47.543,-122.372,1850,2340 +"2026049184","20150320T000000",680000,4,2.5,2440,6581,"2",0,0,3,8,2440,0,2014,0,"98133",47.7321,-122.334,1480,7432 +"9103000455","20150424T000000",920000,4,3.25,2190,4265,"2",0,0,3,9,1540,650,2015,0,"98122",47.6178,-122.29,1730,4265 +"8691440220","20150202T000000",1.28999e+006,5,4,4360,8030,"2",0,0,3,10,4360,0,2015,0,"98075",47.5923,-121.973,3570,6185 +"7202300540","20140701T000000",825000,4,2.75,3990,6637,"2",0,0,3,9,3990,0,2003,0,"98053",47.6835,-122.045,3500,7074 +"1453601038","20141002T000000",292000,3,2.5,1270,1283,"3",0,0,3,7,1270,0,2007,0,"98125",47.7209,-122.291,1270,1512 +"9211010330","20150409T000000",576000,4,2.5,3340,6924,"2",0,0,3,8,3340,0,2009,0,"98059",47.495,-122.149,3030,6119 +"1972201773","20150313T000000",670000,2,2,1500,761,"3",0,3,3,8,1500,0,2008,0,"98103",47.6522,-122.346,1360,1527 +"7974200948","20140520T000000",953007,4,3.5,3120,5086,"2",0,0,3,9,2480,640,2008,0,"98115",47.6762,-122.288,1880,5092 +"2700200040","20150223T000000",399000,4,2.5,2480,4334,"2",0,0,3,8,2480,0,2012,0,"98038",47.3826,-122.036,2480,5632 +"7625702264","20150427T000000",399000,2,2,1110,1155,"3",0,0,3,7,980,130,2008,0,"98136",47.5496,-122.388,1110,1089 +"2428100100","20141117T000000",847093,4,2.75,2760,5670,"2",0,0,3,10,2760,0,2014,0,"98075",47.5819,-122.047,2760,6600 +"1176001123","20150206T000000",599950,3,2.5,1510,1493,"3",0,0,3,8,1510,0,2014,0,"98107",47.669,-122.402,1530,1357 +"3052700472","20140813T000000",499000,3,2.5,1460,1614,"2",0,0,3,8,1180,280,2007,0,"98117",47.6781,-122.374,1380,1402 +"1623089086","20141015T000000",760000,4,2.75,3980,285318,"2",0,2,3,9,3980,0,2006,0,"98045",47.4803,-121.795,2100,105415 +"2311400145","20141029T000000",1.69999e+006,4,3.75,3320,8234,"2",0,0,3,10,3320,0,2014,0,"98004",47.5963,-122.2,1560,8240 +"8895800090","20140512T000000",1.03389e+006,4,3.25,3270,5187,"2",0,0,3,9,3110,160,2014,0,"98052",47.6966,-122.133,3600,5825 +"0847100021","20140520T000000",515000,4,2.5,2670,8765,"2",0,0,3,9,2670,0,2006,0,"98059",47.4876,-122.146,2880,8765 +"0291310120","20141209T000000",355000,3,2.25,1410,1332,"2",0,0,3,7,1290,120,2004,0,"98027",47.5345,-122.069,1445,1290 +"0301401390","20140805T000000",319900,4,2.75,2475,4000,"2",0,0,3,7,2475,0,2014,0,"98002",47.3452,-122.21,2166,4000 +"7519001068","20140527T000000",460000,3,3.5,1600,1431,"2",0,0,3,8,1240,360,2006,0,"98117",47.6865,-122.363,1500,4120 +"7203101590","20150108T000000",305000,2,1,1290,3383,"2",0,0,3,7,1290,0,2008,0,"98053",47.6968,-122.025,1290,2828 +"7299600530","20150317T000000",280000,3,2.5,1608,4818,"2",0,0,3,8,1608,0,2012,0,"98092",47.2583,-122.203,2009,5200 +"7625703357","20150227T000000",394950,2,2.25,1300,2104,"2",0,0,3,8,1010,290,2011,0,"98136",47.5477,-122.388,1430,1850 +"7889601270","20140821T000000",382000,4,3.5,2530,3000,"2",0,0,3,8,1850,680,2014,0,"98146",47.4919,-122.336,1470,6000 +"4083306553","20150422T000000",560000,3,2.5,1390,1411,"3",0,0,3,8,1390,0,2008,0,"98103",47.6485,-122.334,1350,1266 +"9828701508","20140520T000000",772000,3,2.25,1640,1204,"3",0,0,3,8,1640,0,2014,0,"98112",47.6196,-122.297,1630,3136 +"8946390150","20140722T000000",324950,4,2.5,2229,5723,"2",0,0,3,7,2229,0,2012,0,"98032",47.3693,-122.286,2738,5742 +"8648900040","20140709T000000",530000,3,2.5,1790,3078,"2",0,0,3,8,1790,0,2010,0,"98027",47.5638,-122.094,1890,3078 +"4092300211","20141024T000000",384000,3,2.25,990,736,"2.5",0,0,3,8,880,110,2009,0,"98105",47.6605,-122.319,1030,1201 +"3343902510","20140611T000000",719950,5,2.75,3240,6863,"2",0,0,3,10,3240,0,2013,0,"98056",47.5033,-122.193,2360,6002 +"2919700107","20140811T000000",319950,2,2.5,1280,819,"2",0,0,3,8,1060,220,2006,0,"98103",47.6905,-122.364,1290,2900 +"2781280230","20150128T000000",292000,3,2.5,1610,3848,"2",0,0,3,8,1610,0,2006,0,"98055",47.4497,-122.188,1610,3049 +"3232200085","20150428T000000",1.5e+006,6,3.5,3670,3959,"2",0,0,3,10,2410,1260,2008,0,"98119",47.6356,-122.373,2060,3625 +"1972200259","20140507T000000",425000,2,2.5,1150,1027,"3",0,0,3,8,1150,0,2008,0,"98103",47.6534,-122.356,1360,1210 +"1926059236","20141010T000000",799950,5,3.75,3760,4702,"2",0,0,3,9,2780,980,2014,0,"98034",47.7202,-122.223,2950,5981 +"2768200210","20140825T000000",499000,2,2.5,1320,1157,"2",0,0,3,8,990,330,2014,0,"98107",47.6689,-122.363,1550,1519 +"3304300210","20150327T000000",572000,4,2.75,2700,7992,"2",0,0,3,9,2700,0,2012,0,"98059",47.4831,-122.135,2840,7992 +"9826700930","20140722T000000",459000,2,2,1480,804,"3",0,0,3,8,1480,0,2008,0,"98122",47.602,-122.308,1380,1751 +"9385200042","20150318T000000",529500,3,2.25,1410,905,"3",0,0,3,9,1410,0,2014,0,"98116",47.5818,-122.402,1510,1352 +"3876590090","20140909T000000",374500,4,2.5,3135,5811,"2",0,0,3,9,3135,0,2005,0,"98092",47.3263,-122.18,3008,5799 +"2902200142","20140605T000000",584000,3,2.5,1480,1485,"2",0,0,3,8,1280,200,2007,0,"98102",47.6376,-122.326,1470,1277 +"8085400401","20150115T000000",1.898e+006,4,4.5,4020,9656,"2",0,0,3,10,4020,0,2007,0,"98004",47.6358,-122.207,1960,9520 +"2902200237","20140707T000000",505000,2,2.25,1060,1209,"2",0,0,3,8,940,120,2006,0,"98102",47.6369,-122.327,1300,1169 +"7658600082","20141114T000000",565000,2,2.5,1950,2457,"3",0,0,3,8,1950,0,2009,0,"98144",47.5925,-122.302,1650,1639 +"6891100330","20150325T000000",799000,4,2.75,3340,5677,"2",0,0,3,9,3340,0,2011,0,"98052",47.709,-122.118,3240,5643 +"6821102367","20150429T000000",547000,3,2.5,1570,1452,"2.5",0,0,3,9,1240,330,2007,0,"98199",47.648,-122.396,1670,1596 +"1900600015","20150227T000000",550000,3,2.5,1930,6604,"2",0,0,3,7,1930,0,2014,0,"98166",47.4692,-122.351,910,6604 +"1545808120","20140918T000000",250000,3,2,1590,8100,"1",0,0,3,7,1060,530,1996,0,"98038",47.3611,-122.047,1590,8100 +"2126059294","20150105T000000",960000,4,4.5,3720,7746,"2",0,0,3,10,3720,0,2014,0,"98034",47.7323,-122.165,3080,11067 +"1370800515","20141030T000000",2.95e+006,4,4.25,4470,5884,"2",0,1,3,11,3230,1240,2010,0,"98199",47.6387,-122.405,2570,6000 +"3319500334","20150327T000000",441000,2,1,1290,1289,"2",0,0,3,7,1030,260,2005,0,"98144",47.6006,-122.305,1290,1332 +"0301400940","20150407T000000",265000,3,2.25,1489,2800,"2",0,0,3,7,1489,0,2012,0,"98002",47.3454,-122.214,1584,2800 +"2722069077","20150409T000000",430000,3,2.5,2075,39553,"1",0,0,3,7,2075,0,2012,0,"98038",47.3601,-122.032,1960,9047 +"8943600720","20140617T000000",286800,3,2.5,1413,3600,"2",0,0,3,8,1413,0,2011,0,"98031",47.4222,-122.193,2150,3869 +"7660100236","20150416T000000",375000,3,2.5,1300,1362,"2",0,0,3,8,880,420,2008,0,"98144",47.5893,-122.317,1300,1251 +"1773100921","20141215T000000",312500,3,3.25,1480,983,"2",0,0,3,8,1180,300,2013,0,"98106",47.5555,-122.363,1330,1062 +"8679200100","20150107T000000",850000,4,2.75,3320,5559,"2",0,0,3,9,3320,0,2012,0,"98075",47.5607,-122.031,3400,6854 +"3654200039","20150325T000000",390500,3,2.25,1530,1279,"2",0,0,3,7,1116,414,2007,0,"98177",47.7035,-122.357,1320,1427 +"2771602428","20141029T000000",455000,3,2.5,1180,932,"3",0,0,3,8,1180,0,2010,0,"98119",47.638,-122.375,1180,2632 +"1225039067","20150406T000000",455000,2,2,1190,1303,"2",0,0,3,8,800,390,2009,0,"98107",47.6675,-122.368,1670,2425 +"0625049359","20141203T000000",515000,3,2.25,1300,1180,"3",0,0,3,8,1300,0,2008,0,"98103",47.6871,-122.339,1300,1174 +"3278606050","20150401T000000",362500,3,3.5,1710,2212,"2",0,0,3,7,1400,310,2013,0,"98126",47.5459,-122.368,1580,2212 +"5112800291","20140924T000000",460000,3,2.5,2390,47480,"2",0,0,3,9,2390,0,2007,0,"98058",47.4517,-122.084,1720,44866 +"7853360300","20140904T000000",540000,4,3.5,3510,6005,"2",0,0,3,8,2750,760,2010,0,"98065",47.5168,-121.87,3090,5866 +"6056111063","20140731T000000",230000,3,1.75,1140,1165,"2",0,0,3,8,1140,0,2014,0,"98108",47.5638,-122.295,1150,1552 +"2767704649","20140929T000000",425000,2,2.5,1320,1329,"2",0,0,3,8,1180,140,2007,0,"98107",47.6728,-122.374,1490,5000 +"7683800205","20140519T000000",298450,5,3,2100,9752,"1",0,0,3,8,1200,900,2007,0,"98003",47.3341,-122.304,1270,10200 +"9406530150","20141222T000000",344000,4,2.5,2400,4848,"2",0,0,3,8,2400,0,2004,0,"98038",47.3626,-122.04,1980,5199 +"2979800409","20140505T000000",416286,3,2.5,1408,989,"3",0,0,3,8,1408,0,2005,0,"98115",47.6856,-122.315,1408,1342 +"1085622540","20150223T000000",379500,4,2.5,2560,5102,"2",0,0,3,8,2560,0,2013,0,"98092",47.3404,-122.181,2586,5059 +"4310701421","20140617T000000",350000,2,2.5,1260,1347,"3",0,0,3,8,1260,0,2005,0,"98103",47.6994,-122.341,1260,1356 +"2895800770","20150408T000000",258800,2,1.75,1290,1624,"2",0,0,3,8,1290,0,2014,0,"98106",47.5171,-122.347,1410,1963 +"3034200067","20141218T000000",620000,4,2.5,2730,9260,"2",0,0,3,8,2730,0,2008,0,"98133",47.7222,-122.331,2730,7357 +"3438501320","20140502T000000",295000,2,2.5,1630,1368,"2",0,0,3,7,1280,350,2009,0,"98106",47.5489,-122.363,1590,2306 +"8691450120","20150227T000000",908990,4,2.75,3530,6844,"2",0,0,3,10,3530,0,2014,0,"98075",47.5975,-121.985,3530,10038 +"6306810110","20141117T000000",485230,4,2.5,2714,12558,"2",0,0,3,9,2714,0,2014,0,"98031",47.3522,-122.201,2873,8269 +"3629990110","20140611T000000",475000,3,2.25,1630,2520,"2",0,0,3,7,1630,0,2005,0,"98029",47.5493,-121.998,1630,3131 +"0715010110","20140804T000000",1.24042e+006,5,3.25,5790,13726,"2",0,3,3,10,4430,1360,2014,0,"98006",47.5388,-122.114,5790,13726 +"3629700090","20140819T000000",635000,3,3,2230,1407,"2.5",0,0,3,8,1850,380,2013,0,"98027",47.5446,-122.017,2290,1407 +"3277801411","20141105T000000",350000,3,2.5,1380,1590,"2",0,0,3,9,1160,220,2012,0,"98126",47.5444,-122.375,1380,1590 +"8822901175","20141229T000000",345000,3,3.5,1320,1161,"3",0,0,3,8,1320,0,2010,0,"98125",47.7162,-122.294,1320,1161 +"6926700654","20140921T000000",700000,2,2,1490,713,"3",0,0,3,9,1490,0,2014,0,"98109",47.6356,-122.346,1490,1110 +"2768301482","20140821T000000",490000,3,2.25,1280,1520,"2",0,0,3,8,1080,200,2008,0,"98107",47.6651,-122.368,1280,1681 +"8895800110","20140805T000000",1.29989e+006,5,4,3870,5929,"2",0,0,3,10,3870,0,2014,0,"98052",47.6965,-122.134,3600,5625 +"3879900750","20140910T000000",579000,2,2.5,1280,1051,"2",0,0,3,8,1080,200,2009,0,"98119",47.6273,-122.359,1580,1279 +"7234600820","20150327T000000",552500,3,1.5,1300,1435,"2",0,0,3,8,1120,180,2007,0,"98122",47.6114,-122.31,1320,1652 +"1946000100","20150204T000000",467000,4,2.75,2170,5024,"2",0,0,3,8,2170,0,2012,0,"98059",47.495,-122.145,2460,5024 +"8943600870","20141113T000000",305000,4,2.25,1763,3717,"2",0,0,3,8,1763,0,2012,0,"98031",47.4213,-122.194,1763,3666 +"6145600557","20140509T000000",212000,2,1.5,1020,1525,"2",0,0,3,7,1020,0,2004,0,"98133",47.704,-122.347,1020,3844 +"7203140180","20140821T000000",429000,4,2.5,1840,4593,"2",0,0,3,7,1840,0,2010,0,"98053",47.6866,-122.013,1740,3600 +"3277801592","20140925T000000",479950,3,2,1820,1358,"3",0,0,3,9,1820,0,2014,0,"98126",47.5433,-122.376,1710,1367 +"0461003835","20141218T000000",825000,3,3.5,2670,3000,"2",0,0,3,9,1870,800,2014,0,"98117",47.6813,-122.372,1750,5000 +"0424069279","20150328T000000",1.18e+006,6,6.5,6260,10955,"2",0,0,3,11,4840,1420,2007,0,"98075",47.5947,-122.039,2710,12550 +"1760651000","20140613T000000",250000,3,2.25,1400,3814,"2",0,0,3,7,1400,0,2012,0,"98042",47.3584,-122.083,1610,3814 +"3057000070","20141027T000000",289000,2,1.5,1160,2158,"2",0,0,3,7,1160,0,1982,0,"98034",47.7178,-122.19,1150,2158 +"2895810200","20141002T000000",265000,3,2.5,1400,3368,"2",0,0,3,7,1400,0,2013,0,"98146",47.5134,-122.342,1400,4316 +"2325300060","20140515T000000",344000,3,2.5,1232,1130,"3",0,0,3,7,1232,0,2007,0,"98125",47.7185,-122.317,1232,1202 +"9151600055","20140709T000000",749000,4,2.75,2700,6000,"2",0,0,4,8,2100,600,1910,0,"98116",47.586,-122.383,2050,5400 +"7853321260","20140908T000000",492000,4,2.5,2550,6382,"2",0,0,3,7,2550,0,2007,0,"98065",47.5202,-121.87,2430,5900 +"4219610320","20150119T000000",552500,4,2.5,3260,6902,"2",0,0,3,8,3260,0,2008,0,"98059",47.4829,-122.156,3130,6588 +"2902200016","20141112T000000",653500,2,2.5,1680,1240,"2",0,0,3,8,1120,560,2014,0,"98102",47.6372,-122.324,2060,3630 +"7518507055","20150402T000000",855000,4,3.25,2630,2550,"2",0,0,3,10,2030,600,2006,0,"98117",47.6775,-122.385,1810,2600 +"7502700060","20141119T000000",333000,3,1.5,1260,5758,"2",0,0,3,7,1260,0,1999,0,"98006",47.5524,-122.139,3090,10142 +"3448740160","20140611T000000",415000,4,2.5,2550,4500,"2",0,0,3,7,2550,0,2009,0,"98059",47.4916,-122.153,2340,4526 +"0179001455","20141107T000000",445000,4,3.25,3450,5000,"2",0,0,3,8,3450,0,2008,0,"98178",47.4925,-122.273,1420,5000 +"8669160270","20140710T000000",273500,3,2.5,1550,3402,"2",0,0,3,7,1550,0,2009,0,"98002",47.3523,-122.212,2095,3402 +"4215270070","20140606T000000",969990,4,2.5,4150,8436,"2",0,0,3,10,4150,0,2014,0,"98075",47.5802,-122.039,4070,8438 +"0170000060","20141008T000000",1.2e+006,5,3.5,3900,4400,"2",0,0,3,9,2650,1250,2014,0,"98107",47.6607,-122.362,1190,4400 +"7410200431","20140806T000000",430000,3,3.25,1550,1444,"3",0,0,3,8,1550,0,2006,0,"98115",47.6767,-122.291,1550,1444 +"6600060140","20150323T000000",392000,4,2.5,2130,4000,"2",0,0,3,8,2130,0,2014,0,"98146",47.5108,-122.362,1830,7217 +"2324059314","20140702T000000",795000,4,2.5,2890,7798,"2",0,0,3,9,2890,0,2005,0,"98006",47.5456,-122.129,3300,30950 +"9376301111","20140630T000000",457000,3,2.5,1220,1330,"2",0,0,3,8,1010,210,2008,0,"98117",47.6904,-122.37,1360,3750 +"8956200560","20150320T000000",453000,4,2.5,2502,8306,"2",0,0,3,9,2502,0,2013,0,"98001",47.2953,-122.265,2597,6983 +"6749700002","20140509T000000",376000,3,2,1340,1384,"3",0,0,3,8,1340,0,2008,0,"98103",47.6973,-122.35,1110,1384 +"1438000390","20140804T000000",469995,4,2.5,2350,3800,"2",0,0,3,8,2350,0,2014,0,"98059",47.4783,-122.123,2670,4180 +"8682301600","20150504T000000",540000,3,2.5,1810,3930,"2",0,0,3,8,1810,0,2008,0,"98053",47.7169,-122.02,1560,5100 +"7853361370","20140502T000000",555000,4,2.5,3310,6500,"2",0,0,3,8,3310,0,2012,0,"98065",47.515,-121.87,2380,5000 +"3333001997","20140725T000000",445000,3,2,1620,5101,"1",0,0,3,7,590,1030,2006,0,"98118",47.5448,-122.288,1700,7750 +"7899800857","20141215T000000",256950,2,2,1070,635,"2",0,0,3,9,720,350,2008,0,"98106",47.5212,-122.357,1070,928 +"7338220370","20141006T000000",297000,4,2.5,2230,4952,"2",0,0,3,8,2230,0,2011,0,"98002",47.3363,-122.211,2030,3721 +"9406530160","20141017T000000",320000,4,2.5,1970,4558,"2",0,0,3,8,1970,0,2005,0,"98038",47.3627,-122.04,1980,5123 +"7853280370","20141114T000000",805000,5,4.5,4600,7810,"2",0,0,3,9,3200,1400,2006,0,"98065",47.5381,-121.86,4480,6324 +"2937300520","20140801T000000",799990,4,2.75,3110,6050,"2",0,0,3,9,3110,0,2014,0,"98052",47.705,-122.126,3590,6054 +"2738640310","20150409T000000",680000,4,2.5,3490,3677,"2",0,0,3,9,2850,640,2007,0,"98072",47.774,-122.162,3440,3600 +"6056100312","20140624T000000",395000,3,2.5,1600,1936,"2",0,0,3,7,1600,0,2007,0,"98108",47.5629,-122.297,1600,1936 +"2856100260","20141202T000000",732000,3,2.5,1960,3060,"2",0,0,3,8,1960,0,2010,0,"98117",47.6764,-122.389,1220,3060 +"2724049222","20140802T000000",163800,2,2.5,1000,1092,"2",0,0,3,7,990,10,2004,0,"98118",47.5419,-122.271,1330,1466 +"2724049222","20141201T000000",220000,2,2.5,1000,1092,"2",0,0,3,7,990,10,2004,0,"98118",47.5419,-122.271,1330,1466 +"6149700197","20141106T000000",308625,2,2,1500,1408,"3",0,0,3,7,1500,0,1999,0,"98133",47.7293,-122.343,1500,1245 +"3166900200","20150331T000000",375000,3,2.5,2424,5931,"2",0,0,3,9,2424,0,2014,0,"98042",47.3515,-122.134,2424,6036 +"5137800030","20140701T000000",300000,4,2.5,2303,3826,"2",0,0,3,8,2303,0,2006,0,"98092",47.3258,-122.165,2516,4500 +"3832080070","20140616T000000",284000,3,2.5,1880,6008,"2",0,0,3,7,1880,0,2009,0,"98042",47.3366,-122.052,2180,5185 +"9828702336","20150220T000000",610000,2,2,1210,740,"2",0,0,3,8,780,430,2014,0,"98112",47.6206,-122.3,1480,1171 +"7203180370","20150324T000000",955000,4,3.25,3720,6765,"2",0,0,3,9,3720,0,2012,0,"98053",47.688,-122.018,3100,6790 +"3901100030","20140627T000000",982000,4,2.75,3610,8580,"2",0,0,3,9,3610,0,2014,0,"98033",47.6706,-122.173,2360,8580 +"3126049500","20140522T000000",359000,3,1.5,1360,885,"3",0,0,3,8,1360,0,2008,0,"98103",47.6961,-122.349,1360,1167 +"6666830390","20140718T000000",779380,5,2.5,2590,7084,"2",0,0,3,8,2590,0,2014,0,"98052",47.7053,-122.113,3010,4823 +"1832100055","20140630T000000",1.51e+006,5,3.25,4390,11250,"2",0,0,3,10,4390,0,2007,0,"98040",47.5785,-122.225,2160,9249 +"3629700030","20150223T000000",635000,3,3,2290,1407,"2.5",0,0,3,8,1890,400,2014,0,"98027",47.5446,-122.017,2230,1407 +"3630200960","20140826T000000",1.06e+006,4,3.75,3880,9979,"2.5",0,0,3,10,3880,0,2007,0,"98029",47.5408,-121.992,3130,6112 +"7625702431","20140716T000000",389500,3,2.5,1350,874,"3",0,0,3,8,1270,80,2006,0,"98136",47.549,-122.387,1350,886 +"2895800390","20140807T000000",359800,5,2.5,2170,2752,"2",0,0,3,8,2170,0,2014,0,"98106",47.5165,-122.346,1800,2752 +"3753000030","20140527T000000",399950,3,3,1296,1051,"3",0,0,3,8,1296,0,2009,0,"98125",47.7175,-122.284,1520,1939 +"1773100926","20140603T000000",320000,3,3.25,1530,1602,"2",0,0,3,8,1140,390,2013,0,"98106",47.5555,-122.362,1450,1198 +"0301400320","20140725T000000",255900,3,2.5,1489,3266,"2",0,0,3,7,1489,0,2014,0,"98002",47.3452,-122.217,1537,3273 +"6600060160","20150209T000000",380000,4,2.5,2130,4467,"2",0,0,3,8,2130,0,2014,0,"98146",47.5108,-122.363,1830,8160 +"1861100267","20140918T000000",580000,3,2.75,1430,1521,"2",0,0,3,9,1130,300,2009,0,"98119",47.6353,-122.371,1930,2700 +"3438500036","20150429T000000",545000,5,3.75,2380,7268,"1",0,0,3,8,1430,950,2008,0,"98106",47.5571,-122.357,2040,10810 +"3869900036","20140725T000000",451300,3,2.5,1420,814,"2",0,0,3,8,1140,280,2008,0,"98136",47.5429,-122.387,1340,1382 +"1042700270","20140616T000000",852880,4,3.25,3450,6184,"2",0,0,3,9,3450,0,2014,0,"98074",47.6072,-122.054,3020,5369 +"6817750340","20140919T000000",305000,4,2.5,1914,3150,"2",0,0,3,8,1914,0,2009,0,"98055",47.43,-122.188,1714,3164 +"3448001412","20150430T000000",295000,2,1.5,988,1080,"3",0,0,3,7,988,0,2007,0,"98125",47.7123,-122.301,1128,1080 +"0301400800","20141016T000000",261000,3,2.25,1584,2800,"2",0,0,3,7,1584,0,2012,0,"98002",47.3451,-122.214,1584,2800 +"7852090570","20150317T000000",560000,4,2.5,2630,5710,"2",0,0,3,8,2630,0,2001,0,"98065",47.5342,-121.876,2550,5500 +"7203180070","20140919T000000",795000,4,3.25,3520,5250,"2",0,0,3,9,3520,0,2012,0,"98053",47.6869,-122.019,3220,5781 +"5416510200","20140929T000000",384950,4,2.5,2380,4913,"2",0,0,3,8,2380,0,2006,0,"98038",47.3607,-122.038,2580,5311 +"1931300977","20140508T000000",500000,3,1.75,1410,1197,"3",0,0,3,8,1410,0,2012,0,"98103",47.6558,-122.348,1350,2512 +"7853390260","20150205T000000",640000,4,3.5,3220,5741,"2",0,0,3,9,3220,0,2013,0,"98065",47.5169,-121.886,2960,6534 +"9578500810","20141121T000000",418000,4,3.25,3266,5969,"2",0,0,3,8,3266,0,2014,0,"98023",47.2975,-122.35,3087,5169 +"6844700575","20141010T000000",799000,3,2,2550,4794,"2",0,0,3,9,2550,0,2007,0,"98115",47.6955,-122.29,1630,5100 +"3751601877","20150320T000000",552900,4,3.5,3828,18900,"2.5",0,0,3,9,3828,0,2014,0,"98001",47.2851,-122.277,2120,18900 +"3869900136","20141219T000000",539950,3,2.25,1670,1596,"3",0,0,3,8,1670,0,2014,0,"98136",47.5402,-122.387,1640,1310 +"8956200960","20150120T000000",524225,4,2.5,3056,11385,"2",0,0,3,9,3056,0,2014,0,"98001",47.2905,-122.264,2849,8607 +"2883200083","20150202T000000",424950,2,1.5,1000,1188,"3",0,0,3,8,1000,0,2005,0,"98115",47.6823,-122.327,2300,3500 +"2028700570","20141125T000000",560000,3,3.25,1530,1786,"2",0,0,3,8,1200,330,2007,0,"98117",47.6783,-122.366,1390,2900 +"4188300030","20150429T000000",715000,5,3,3490,6091,"2",0,0,3,9,3490,0,2009,0,"98011",47.7744,-122.225,2870,5932 +"7883603648","20140522T000000",300000,5,2.5,2760,6000,"2",0,0,3,8,2760,0,2006,0,"98108",47.5289,-122.321,1360,6000 +"3630080030","20150224T000000",405000,3,2.5,1440,2163,"2",0,0,3,7,1440,0,2005,0,"98029",47.554,-121.998,1440,2207 +"0173000036","20141007T000000",327000,3,3,1370,1001,"3",0,0,3,8,1370,0,2009,0,"98133",47.7302,-122.355,1399,1151 +"2862500070","20141209T000000",859950,6,4,3180,6551,"2",0,0,3,9,3180,0,2014,0,"98074",47.6236,-122.023,3230,7602 +"7017200055","20150113T000000",560000,4,3,2720,7570,"2",0,0,3,9,2720,0,2008,0,"98133",47.7113,-122.349,1770,5705 +"3278611610","20140907T000000",379900,3,2.5,1800,2792,"2",0,0,3,8,1800,0,2011,0,"98126",47.5442,-122.371,1580,2617 +"4305500030","20150501T000000",625000,3,2.5,3220,6409,"2",0,0,3,9,3220,0,2008,0,"98059",47.4815,-122.127,3330,6231 +"0255460240","20150423T000000",398096,3,2.5,2370,5321,"2",0,0,3,8,2370,0,2014,0,"98038",47.37,-122.019,2370,4357 +"1773100416","20141120T000000",315000,3,2.5,1410,1325,"2",0,0,3,7,1180,230,2007,0,"98106",47.5582,-122.363,1270,1282 +"2937300560","20141212T000000",939000,4,3.5,3640,6049,"2",0,0,3,9,3640,0,2014,0,"98052",47.7049,-122.125,3590,6104 +"9510860560","20140725T000000",674000,3,2.5,1920,3624,"2",0,0,3,9,1920,0,2003,0,"98052",47.6647,-122.087,1930,3533 +"1085621740","20140814T000000",306000,4,2.5,2267,3577,"2",0,0,3,7,2267,0,2014,0,"98092",47.3384,-122.18,2056,3577 +"4139300135","20140709T000000",2.321e+006,5,4.75,5780,17004,"2",0,0,3,11,4260,1520,2006,0,"98040",47.5802,-122.212,3460,10855 +"5100400241","20150202T000000",394950,2,1,1131,1304,"3",0,0,3,7,1131,0,2011,0,"98115",47.6912,-122.313,1131,1992 +"2428100070","20140918T000000",914154,3,3.5,2940,6431,"2",0,0,3,10,2940,0,2014,0,"98075",47.5818,-122.047,2760,6695 +"0726059485","20141117T000000",496000,3,2.5,2180,4533,"2",0,0,3,7,2180,0,2010,0,"98011",47.754,-122.215,2180,7347 +"9834201370","20150417T000000",430100,3,2.25,1400,1078,"2",0,0,3,8,940,460,2009,0,"98144",47.5701,-122.288,1420,1230 +"8564860270","20140708T000000",449990,4,2.5,2680,5539,"2",0,0,3,8,2680,0,2013,0,"98045",47.4759,-121.734,2680,5992 +"8564860270","20150330T000000",502000,4,2.5,2680,5539,"2",0,0,3,8,2680,0,2013,0,"98045",47.4759,-121.734,2680,5992 +"3395071580","20150311T000000",310000,3,2.5,1300,3612,"2",0,0,3,7,1300,0,2005,0,"98118",47.5328,-122.282,1390,2943 +"3682000060","20150323T000000",349950,4,3.5,2796,3520,"2.5",0,0,3,8,2796,0,2013,0,"98001",47.3427,-122.278,2040,5195 +"1646500810","20140919T000000",625000,2,1.75,1460,1500,"2",0,0,3,8,1000,460,2008,0,"98103",47.6853,-122.356,1440,4120 +"7768800160","20140827T000000",1.05471e+006,4,3.5,4210,6481,"2",0,3,3,9,3260,950,2014,0,"98075",47.5765,-122.072,3920,5331 +"3629980860","20140707T000000",680000,4,2.75,2330,3920,"2",0,0,3,9,2330,0,2005,0,"98029",47.5525,-121.99,2410,4063 +"0629890070","20140515T000000",828950,4,3.5,3930,5680,"2",0,1,3,9,2820,1110,2013,0,"98027",47.5528,-122.076,3700,5816 +"7299600140","20150403T000000",274950,3,2.5,1608,4000,"2",0,0,3,8,1608,0,2014,0,"98092",47.2582,-122.198,2009,4983 +"1332700030","20150312T000000",293000,2,2.25,1610,1968,"2",0,0,4,7,1610,0,1979,0,"98056",47.5184,-122.196,1950,1968 +"3630220140","20140613T000000",795000,4,3.5,3200,3250,"2",0,0,3,9,2670,530,2007,0,"98029",47.5515,-122,3400,3663 +"0301400240","20140922T000000",282900,4,2.5,1710,3500,"2",0,0,3,7,1710,0,2014,0,"98002",47.3448,-122.217,1710,3500 +"1233100710","20150416T000000",909950,5,3.75,3050,8972,"2",0,0,3,9,3050,0,2014,0,"98033",47.6819,-122.172,2750,8979 +"0293070270","20141104T000000",922755,4,3.5,3560,4951,"2",0,0,3,9,3560,0,2014,0,"98074",47.6178,-122.055,3540,5500 +"3304030140","20150416T000000",424000,4,2.5,2650,8685,"2",0,0,3,9,2650,0,2006,0,"98001",47.344,-122.269,2650,7932 +"5095401070","20150423T000000",630000,3,2.5,3490,12410,"2",0,0,3,8,2590,900,2009,0,"98059",47.4714,-122.071,1740,14448 +"6358900070","20141222T000000",810000,4,3.25,4140,46173,"2",0,0,3,9,4140,0,2007,0,"98011",47.7647,-122.213,2060,43103 +"8141310030","20140730T000000",256703,3,2,1670,4441,"1",0,0,3,7,1670,0,2014,0,"98022",47.1948,-121.975,1670,4622 +"7203140270","20140515T000000",386380,3,2.5,1720,3600,"2",0,0,3,7,1720,0,2010,0,"98053",47.6856,-122.013,1720,3600 +"8682320320","20140916T000000",485000,2,2,1510,3961,"1",0,0,3,8,1510,0,2010,0,"98053",47.709,-122.018,1510,3962 +"9542840340","20150211T000000",275000,3,2.25,1450,4040,"2",0,0,3,7,1450,0,2010,0,"98038",47.3665,-122.022,1610,4040 +"3943600140","20150302T000000",370000,4,2.5,1812,5026,"2",0,0,3,8,1812,0,2011,0,"98055",47.4513,-122.202,2440,6007 +"2902200240","20140610T000000",499950,2,2.25,1060,1208,"2",0,0,3,8,940,120,2005,0,"98102",47.6371,-122.327,1300,1169 +"3274800505","20150424T000000",502000,3,2.5,1600,3073,"3",0,0,3,8,1600,0,2009,0,"98144",47.5934,-122.298,1130,2921 +"8080400136","20140620T000000",654000,3,3.25,1530,1565,"2",0,0,3,8,1280,250,2005,0,"98122",47.6179,-122.312,1530,1381 +"6371000079","20140714T000000",575000,4,2.25,2070,1230,"3",0,0,3,9,1500,570,2013,0,"98116",47.5775,-122.41,1569,4802 +"5379801920","20150415T000000",500000,4,2.5,3630,7482,"2",0,0,3,10,3630,0,2008,0,"98188",47.4565,-122.287,1600,15716 +"8562770320","20150114T000000",554000,3,2.5,2140,4126,"2",0,0,3,8,1960,180,2005,0,"98027",47.5368,-122.073,2280,2615 +"3449000200","20150508T000000",360000,4,1.75,2010,12188,"1",0,0,4,7,1150,860,1960,0,"98059",47.5013,-122.147,1720,8475 +"0255470030","20150429T000000",619990,4,2.75,2630,4501,"2",0,0,3,8,2630,0,2015,0,"98028",47.7748,-122.244,2380,4599 +"0629650030","20150312T000000",317500,4,2.5,2233,6025,"2",0,0,3,7,2233,0,2012,0,"98001",47.2599,-122.256,1544,6036 +"3574770030","20140828T000000",564950,4,2.75,2990,4521,"2",0,0,3,7,2990,0,2014,0,"98028",47.7401,-122.226,2580,7539 +"7589700055","20140611T000000",545000,2,1.25,1240,2150,"2",0,0,3,8,1240,0,2014,0,"98117",47.6884,-122.374,1340,5289 +"3832050570","20150501T000000",333700,3,2.5,2230,5050,"2",0,0,3,7,2230,0,2006,0,"98042",47.3359,-122.055,2260,5050 +"5167000140","20140711T000000",1.48e+006,3,3.25,3700,2264,"2",0,0,3,11,2280,1420,1998,0,"98033",47.6653,-122.205,3930,2567 +"9578060370","20150408T000000",530000,4,3,2290,5105,"2",0,0,3,8,2290,0,2012,0,"98028",47.7727,-122.237,2450,5105 +"2767604253","20150413T000000",396000,2,1.5,950,865,"3",0,0,3,8,950,0,2006,0,"98107",47.6714,-122.382,1290,1189 +"8562780800","20141016T000000",305000,2,1.75,1120,758,"2",0,0,3,7,1120,0,2012,0,"98027",47.5325,-122.072,1150,758 +"0603000926","20140522T000000",380000,5,3.5,2420,4670,"2",0,0,3,7,2420,0,2013,0,"98118",47.5241,-122.285,1430,4468 +"6817750510","20150303T000000",305000,4,2.5,1714,3250,"2",0,0,3,8,1714,0,2010,0,"98055",47.429,-122.189,1714,3250 +"0423059409","20140928T000000",440000,4,2.5,2230,5650,"2",0,0,3,7,2230,0,2011,0,"98056",47.5073,-122.168,1590,7241 +"0522049074","20140627T000000",459000,4,3,2530,10000,"2",0,0,3,7,2530,0,2013,0,"98148",47.431,-122.335,1420,9898 +"1934800193","20150306T000000",530000,3,3.5,1550,1233,"2",0,0,3,8,1160,390,2005,0,"98122",47.6034,-122.309,1490,1539 +"0847100046","20150416T000000",600000,4,2.75,3110,11225,"2",0,0,3,8,3110,0,2012,0,"98059",47.4865,-122.143,2610,8535 +"1250200693","20140718T000000",515000,3,3,2100,2409,"2",0,0,3,8,1660,440,2008,0,"98144",47.5973,-122.298,1900,2400 +"7338220200","20150408T000000",275000,4,2.5,2150,3721,"2",0,0,3,8,2150,0,2007,0,"98002",47.3363,-122.215,2150,3721 +"1982201596","20150112T000000",540000,3,1.75,1630,1404,"2",0,0,3,8,1020,610,2014,0,"98107",47.6646,-122.367,1420,1670 +"7853270830","20140805T000000",445000,3,2.5,2230,7934,"2",0,0,3,7,2230,0,2005,0,"98065",47.5439,-121.88,2310,4818 +"9352900200","20150407T000000",285000,3,2.5,1320,955,"3",0,0,3,7,1320,0,2009,0,"98106",47.5202,-122.357,1300,1003 +"8850000517","20140731T000000",480000,3,2.5,1590,1431,"2",0,0,3,8,1060,530,2010,0,"98144",47.5893,-122.309,1620,1548 +"3395070560","20150120T000000",440000,5,3.25,2610,3642,"2",0,0,3,8,2080,530,2005,0,"98118",47.535,-122.284,1750,3118 +"7211400576","20150211T000000",287450,3,2.5,1440,2500,"2",0,0,3,7,1440,0,2008,0,"98146",47.5123,-122.358,1440,5000 +"5169700132","20150401T000000",507950,4,2.5,2630,6283,"2",0,0,3,9,2630,0,2006,0,"98059",47.5079,-122.158,2630,7210 +"3204960200","20140619T000000",750000,3,3.5,3390,10078,"2",0,0,3,10,3040,350,2012,0,"98056",47.537,-122.185,3290,12332 +"8024200681","20140703T000000",425000,3,1.5,1400,1022,"3",0,0,3,8,1400,0,2007,0,"98115",47.6989,-122.317,1270,1205 +"9358000550","20141202T000000",420000,3,3.5,1900,2133,"2",0,0,3,8,1520,380,2009,0,"98126",47.5675,-122.369,1530,3264 +"7625702444","20140510T000000",394950,3,2.5,1350,1250,"3",0,0,3,8,1270,80,2006,0,"98136",47.5491,-122.387,1350,886 +"7853370260","20140711T000000",635000,4,3.25,3420,6752,"2",0,2,3,9,3030,390,2012,0,"98065",47.517,-121.876,3010,5172 +"0522079068","20150506T000000",513000,3,2.5,2150,161607,"2",0,0,3,7,1330,820,1995,0,"98038",47.4178,-121.937,2400,207781 +"3023000200","20150505T000000",380000,4,2.5,2110,5306,"2",0,0,3,8,2110,0,2012,0,"98038",47.356,-122.057,2250,5306 +"3758900023","20140521T000000",1.13e+006,4,3.25,3810,8519,"1",0,1,3,10,2680,1130,2007,0,"98033",47.699,-122.207,3240,10748 +"6204050160","20140608T000000",540000,5,3,2870,4369,"2",0,0,3,8,2090,780,2007,0,"98011",47.7449,-122.192,2640,4610 +"8562780200","20150427T000000",352499,2,2.25,1240,705,"2",0,0,3,7,1150,90,2009,0,"98027",47.5321,-122.073,1240,750 +"7702600949","20150505T000000",603000,4,3.5,3610,6345,"2",0,0,3,9,2370,1240,2008,0,"98058",47.4283,-122.102,3010,29279 +"3442000127","20140530T000000",685000,4,2.5,2310,5100,"2",0,0,3,9,2310,0,2013,0,"98177",47.7039,-122.36,1260,5100 +"0255550070","20140626T000000",330675,4,3,1930,3031,"1",0,0,3,7,1200,730,2006,0,"98019",47.7457,-121.985,1930,2611 +"7165700200","20140605T000000",275000,3,3,1390,1080,"2",0,0,3,7,1140,250,2006,0,"98118",47.5323,-122.281,1450,1081 +"8096800270","20140716T000000",259950,3,2.5,1578,7340,"2",0,0,3,7,1578,0,2010,0,"98030",47.3771,-122.186,1850,7200 +"4046500160","20140729T000000",441000,3,2,1720,15000,"1",0,0,3,9,1720,0,2011,0,"98014",47.6927,-121.92,1900,15337 +"7882600326","20141203T000000",1.135e+006,5,3.75,4700,11237,"2",0,0,3,10,2930,1770,2006,0,"98033",47.6624,-122.197,3180,13140 +"9122001230","20141205T000000",590000,3,3.5,1970,5079,"2",0,0,3,8,1680,290,2007,0,"98144",47.5816,-122.296,1940,6000 +"6373000187","20140918T000000",497000,3,2.25,1460,1353,"2",0,0,3,8,1050,410,2012,0,"98116",47.5774,-122.412,1690,3776 +"7967000200","20141121T000000",345500,3,2.5,1930,4000,"2",0,0,3,8,1930,0,2014,0,"98001",47.3518,-122.275,2050,4000 +"2902200241","20140623T000000",562500,3,2.25,1300,907,"2",0,0,3,8,1000,300,2006,0,"98102",47.6371,-122.327,1300,1169 +"0291310390","20140904T000000",355000,3,2.25,1445,1087,"2",0,0,3,7,1300,145,2005,0,"98027",47.5339,-122.067,1410,1336 +"1604601572","20140905T000000",345000,2,2.25,860,696,"2",0,0,3,9,860,0,2009,0,"98118",47.5663,-122.29,1100,3000 +"0259500270","20140505T000000",478000,3,2.5,3040,4535,"2",0,0,3,9,3040,0,2007,0,"98056",47.51,-122.185,2670,4666 +"3166900270","20150402T000000",391500,3,2.5,2424,6143,"2",0,0,3,9,2424,0,2014,0,"98030",47.3512,-122.135,2381,6036 +"2926049582","20150412T000000",265000,2,1.5,1084,3427,"2",0,0,3,7,1084,0,1976,0,"98125",47.7117,-122.326,1084,6250 +"3438503230","20141030T000000",395000,3,2.5,2510,5320,"2",0,0,3,8,2510,0,2005,0,"98106",47.5374,-122.357,1820,5736 +"2827100075","20140727T000000",286308,2,1.5,1220,1036,"3",0,0,3,7,1220,0,2006,0,"98133",47.7348,-122.347,1210,659 +"1702900624","20140527T000000",370000,2,2.25,1280,835,"2",0,0,3,7,1080,200,2009,0,"98118",47.5592,-122.284,1280,1246 +"2856100935","20140923T000000",1.079e+006,5,3.5,3740,5610,"2",0,0,3,9,2860,880,2014,0,"98117",47.6764,-122.392,1520,4590 +"0301401620","20141015T000000",298900,3,2.5,1852,4000,"2",0,0,3,7,1852,0,2014,0,"98002",47.3451,-122.209,2475,4000 +"3630200520","20150421T000000",775000,4,2.5,2580,5787,"2",0,0,3,9,2580,0,2007,0,"98029",47.5416,-121.994,2580,4410 +"0323079065","20140624T000000",790000,4,3.5,3190,31450,"2",0,0,3,9,3190,0,2010,0,"98027",47.501,-121.902,3000,72745 +"7172200125","20140827T000000",1.05e+006,3,2.5,3400,5119,"2",0,0,3,8,2300,1100,2014,0,"98115",47.6843,-122.305,1740,5969 +"3057000400","20140708T000000",249000,2,1.5,1090,2686,"2",0,0,3,7,1090,0,1982,0,"98034",47.717,-122.19,1160,2158 +"3022900070","20140929T000000",348000,3,2,2360,6145,"1",0,0,3,8,2360,0,2011,0,"98030",47.3564,-122.198,2304,5880 +"9406710060","20141114T000000",358000,5,2.5,2460,5604,"2",0,0,3,8,2460,0,2011,0,"98038",47.3658,-122.037,2210,6395 +"3353401070","20140625T000000",260000,5,2.5,2025,7760,"2",0,0,3,7,2025,0,2007,0,"98001",47.2671,-122.256,1664,9000 +"7853280570","20140604T000000",765000,4,3,4410,5104,"2",0,0,3,9,3400,1010,2006,0,"98065",47.5392,-121.861,4390,5537 +"6192410550","20140528T000000",739000,3,2.5,2810,5400,"2",0,0,3,9,2810,0,2005,0,"98052",47.7065,-122.118,2870,5400 +"8562710520","20140505T000000",890000,5,3.5,4490,6000,"2",0,0,3,10,3200,1290,2006,0,"98027",47.5396,-122.073,4530,6000 +"1543000060","20140607T000000",462000,4,2.5,3070,6432,"2",0,0,3,9,3070,0,2006,0,"98055",47.4487,-122.205,2910,5106 +"9536600810","20140708T000000",380000,4,2.5,1984,32400,"1",0,0,3,8,1564,420,1962,0,"98198",47.36,-122.318,1390,9152 +"5428000070","20150511T000000",770000,5,3.5,4750,8234,"2",0,2,3,10,3350,1400,2013,0,"98198",47.3574,-122.318,2160,14496 +"2309000060","20140818T000000",641000,4,3.25,2760,4104,"2",0,0,3,8,1900,860,2014,0,"98056",47.5286,-122.187,2760,5186 +"8043700105","20150417T000000",2.3e+006,4,4,4360,8175,"2.5",1,4,3,10,3940,420,2007,0,"98008",47.5724,-122.104,2670,8525 +"7792000140","20150504T000000",369000,4,2.5,3060,27251,"1.5",0,0,3,8,3060,0,2008,0,"98022",47.1967,-121.966,1760,27251 +"5244801550","20140916T000000",1.112e+006,4,3,2770,2650,"2",0,0,3,9,2180,590,2014,0,"98109",47.6435,-122.354,1820,2960 +"9310300160","20140828T000000",357000,5,2.5,2990,9240,"2",0,0,3,8,2990,0,2015,0,"98133",47.7384,-122.348,1970,18110 +"6762700376","20141126T000000",650000,3,2.75,1540,1251,"2",0,0,3,8,1230,310,2002,0,"98102",47.6298,-122.321,1540,1287 +"1972200428","20140625T000000",563500,3,2.5,1400,1312,"3.5",0,0,3,8,1400,0,2007,0,"98103",47.6534,-122.355,1350,1312 +"7304301231","20140617T000000",345000,3,2.5,1680,2229,"2",0,0,3,7,1680,0,2007,0,"98155",47.7484,-122.322,1230,9300 +"9512200140","20140725T000000",479950,3,2,2260,7163,"1",0,0,3,9,2260,0,2012,0,"98058",47.4593,-122.136,2340,6730 +"7853400260","20140513T000000",660000,4,3.5,3400,5196,"2",0,0,3,9,3400,0,2012,0,"98065",47.5169,-121.884,3170,5260 +"0097600140","20140729T000000",800000,4,2.5,2930,5000,"2",0,0,3,9,2760,170,2007,0,"98006",47.5424,-122.12,3230,5778 +"2822059360","20140724T000000",253101,3,2,1239,6036,"1",0,0,3,7,1239,0,2009,0,"98030",47.3689,-122.175,2060,5746 +"6056110200","20140929T000000",555000,3,3.5,2100,2479,"2",0,0,3,9,1450,650,2011,0,"98118",47.562,-122.292,1800,2457 +"6300000226","20140626T000000",240000,4,1,1200,2171,"1.5",0,0,3,7,1200,0,1933,0,"98133",47.7076,-122.342,1130,1598 +"6300000226","20150504T000000",380000,4,1,1200,2171,"1.5",0,0,3,7,1200,0,1933,0,"98133",47.7076,-122.342,1130,1598 +"9524100196","20141117T000000",239000,2,1.5,680,772,"2",0,0,3,7,680,0,2005,0,"98103",47.695,-122.343,690,1059 +"3013300685","20150318T000000",760000,4,3.25,2690,3995,"2",0,0,3,9,2060,630,2014,0,"98136",47.532,-122.384,1810,4590 +"2619950070","20140826T000000",430000,4,2.5,2750,7200,"2",0,0,3,8,2750,0,2011,0,"98019",47.7327,-121.966,2750,7200 +"7203110240","20140522T000000",660000,3,2.5,2450,4332,"2",0,0,3,8,2450,0,2010,0,"98053",47.6942,-122.016,2450,4154 +"7694200350","20140820T000000",399963,4,2.5,2620,4050,"2",0,0,3,8,2620,0,2014,0,"98146",47.5017,-122.34,2030,3944 +"0007600136","20140718T000000",411000,2,2,1130,1148,"2",0,0,3,9,800,330,2007,0,"98122",47.6023,-122.314,1350,1201 +"1442880160","20140627T000000",483453,4,2.75,2790,5527,"2",0,0,3,8,2790,0,2014,0,"98045",47.4827,-121.773,2620,5509 +"3277801580","20141110T000000",469950,3,2,1820,1357,"3",0,0,3,9,1820,0,2014,0,"98126",47.5432,-122.376,1710,1372 +"1442880640","20140715T000000",504058,4,2.75,2910,7467,"2",0,0,3,8,2910,0,2013,0,"98045",47.4841,-121.772,2790,7868 +"3845101070","20150428T000000",425996,4,2.5,2568,5000,"2",0,0,3,9,2568,0,2014,0,"98092",47.2596,-122.194,2547,4500 +"6791900260","20140708T000000",760005,4,2.75,3090,5859,"2",0,0,3,9,3090,0,2010,0,"98074",47.6057,-122.047,2960,5250 +"9828702339","20150420T000000",699999,2,2,1460,1085,"2",0,0,3,8,950,510,2014,0,"98112",47.6205,-122.299,1580,1202 +"2255500125","20140716T000000",749950,3,2.5,2010,2263,"2",0,0,3,8,1340,670,2014,0,"98122",47.6088,-122.311,1500,2670 +"5541300135","20140708T000000",674600,4,2.5,2610,5140,"2",0,0,3,8,2610,0,2006,0,"98103",47.6951,-122.346,1190,5101 +"4083306616","20150224T000000",450000,2,1.5,960,1000,"2",0,0,3,8,920,40,2008,0,"98103",47.6489,-122.335,1200,1297 +"8096800260","20150407T000000",272000,3,2.5,1528,7616,"2",0,0,3,7,1528,0,2011,0,"98030",47.3774,-122.186,1850,7340 +"2997800024","20140714T000000",450000,2,1.5,1310,1264,"2",0,0,3,8,1120,190,2006,0,"98106",47.5772,-122.409,1330,1265 +"0952005863","20150505T000000",643950,3,2.25,1760,2122,"3",0,0,3,9,1760,0,2015,0,"98116",47.5633,-122.385,1420,1618 +"7772850060","20141110T000000",290000,3,2.5,1420,3542,"2",0,0,3,8,1310,110,2007,0,"98133",47.7731,-122.343,1180,1622 +"6130500070","20141008T000000",378000,3,2.5,1650,2082,"3",0,0,3,8,1650,0,2007,0,"98133",47.7108,-122.332,1650,1965 +"8682300400","20140619T000000",728050,3,2.5,2320,6775,"1",0,0,3,8,2320,0,2008,0,"98053",47.7158,-122.016,1680,4750 +"8956200990","20150426T000000",499160,4,2.5,2628,11466,"2",0,0,3,9,2628,0,2014,0,"98001",47.2904,-122.264,2849,10909 +"9532000070","20141201T000000",536000,4,2.5,2520,4831,"2",0,0,3,8,2520,0,2009,0,"98072",47.7711,-122.168,2430,3937 +"7570050070","20150205T000000",419900,5,3.5,2880,5000,"2",0,0,3,8,2260,620,2012,0,"98038",47.3455,-122.023,2590,4800 +"0946000295","20141210T000000",469000,3,2.25,1440,1362,"3",0,0,3,7,1440,0,2014,0,"98117",47.6908,-122.365,1180,2603 +"3831250350","20150408T000000",374000,3,2.5,2185,6042,"2",0,0,3,9,2185,0,2009,0,"98030",47.3573,-122.202,2297,5876 +"6056100160","20140728T000000",182568,4,1.5,1500,2106,"2",0,0,3,7,1500,0,2014,0,"98108",47.5669,-122.297,1490,2175 +"1402970070","20140626T000000",334888,3,2.5,1769,7324,"2",0,0,3,9,1769,0,2012,0,"98092",47.3307,-122.188,2502,6017 +"2524059267","20140917T000000",799900,4,4,3650,18223,"2",0,3,3,9,3330,320,2013,0,"98006",47.5442,-122.116,3220,11022 +"8091670030","20140512T000000",383000,4,2.5,2160,6223,"2",0,0,3,8,2160,0,2010,0,"98038",47.3494,-122.042,2160,5555 +"1825079046","20141218T000000",580000,3,2.5,1820,374616,"2",0,0,3,7,1820,0,1999,0,"98014",47.6539,-121.959,1870,220654 +"0255450390","20140707T000000",351999,3,2.5,2370,4200,"2",0,0,3,8,2370,0,2014,0,"98038",47.3706,-122.017,2370,4200 +"9301300270","20150223T000000",1.325e+006,3,3,3180,2758,"2",0,2,3,11,2240,940,2008,0,"98109",47.6377,-122.342,2420,2758 +"9347300160","20150125T000000",312000,3,2.5,1780,4077,"2",0,0,3,8,1780,0,2011,0,"98038",47.3568,-122.056,1970,4077 +"0710600070","20140912T000000",674950,4,3.5,2650,3127,"2",0,0,3,8,2230,420,2011,0,"98027",47.5381,-122.046,2330,3137 +"5556300116","20141229T000000",1.105e+006,5,2.75,3300,7560,"2",0,0,3,10,3300,0,2007,0,"98052",47.6467,-122.118,3150,8580 +"1324300126","20150313T000000",415000,2,2.5,1160,1219,"3",0,0,3,8,1160,0,2007,0,"98107",47.6543,-122.358,1320,2800 +"9279700013","20140710T000000",1.25e+006,3,3,3460,5353,"2",0,0,3,10,2850,610,2007,0,"98116",47.5858,-122.393,2460,6325 +"3336500140","20140919T000000",208800,3,2.5,1390,2450,"2",0,0,3,7,1390,0,2009,0,"98118",47.5298,-122.269,1390,2450 +"2767604212","20141029T000000",452000,2,2.5,1260,1131,"3",0,0,3,8,1260,0,2006,0,"98107",47.6715,-122.384,1490,2500 +"6719600030","20150422T000000",837000,5,2.75,2940,5225,"2",0,0,3,8,2760,180,2010,0,"98052",47.6879,-122.107,3090,6261 +"3204930510","20150224T000000",780000,5,3.5,3190,4247,"2",0,0,3,8,2430,760,2013,0,"98052",47.7016,-122.103,2580,3989 +"7582700075","20141002T000000",1.485e+006,4,3.5,3930,6120,"2",0,0,3,10,3310,620,2007,0,"98105",47.6646,-122.28,3390,6120 +"0191100435","20140926T000000",1.6e+006,5,3.75,3570,10125,"2",0,0,3,10,3570,0,2014,0,"98040",47.5639,-122.223,1760,10125 +"0255450030","20140918T000000",369946,3,2.5,2420,4725,"2",0,0,3,8,2420,0,2014,0,"98038",47.371,-122.018,2370,4200 +"9476200710","20140608T000000",530000,3,2.75,3400,7200,"2",0,2,3,9,2470,930,2009,0,"98056",47.4878,-122.191,1580,8676 +"1329300070","20150320T000000",386000,4,2.5,2478,6079,"2",0,0,3,8,2478,0,2012,0,"98030",47.3524,-122.175,2279,6079 +"0357000135","20150218T000000",1.9e+006,4,2.5,3070,7830,"2",0,2,3,11,1970,1100,2009,0,"98144",47.593,-122.291,2440,4682 +"7203600560","20140911T000000",735000,4,3.5,3200,7605,"2",0,2,3,9,2500,700,2013,0,"98198",47.3443,-122.327,2240,4416 +"0715010140","20141002T000000",1.75e+006,5,3.25,5790,12739,"2",0,3,3,10,4430,1360,2014,0,"98006",47.538,-122.114,5790,13928 +"3869900138","20150223T000000",489950,3,2.25,1590,926,"3",0,0,3,8,1590,0,2014,0,"98136",47.5402,-122.387,1640,1321 +"2114700374","20150413T000000",357500,3,3,1730,1442,"2",0,0,3,8,1440,290,2008,0,"98106",47.5344,-122.348,1370,1524 +"9264450550","20140520T000000",329995,4,2.5,2303,3680,"2",0,0,3,8,2303,0,2013,0,"98001",47.2599,-122.283,2303,3760 +"3862710200","20140925T000000",414000,3,2.5,1790,3754,"2",0,0,3,8,1790,0,2013,0,"98065",47.534,-121.841,1800,3393 +"0291310310","20141210T000000",533500,3,3.5,2490,3517,"2",0,0,3,8,1720,770,2005,0,"98027",47.5341,-122.067,1600,2378 +"3814900260","20150305T000000",402395,4,2.5,2669,5385,"2",0,0,3,9,2669,0,2014,0,"98092",47.3262,-122.165,2669,4645 +"8562790710","20150410T000000",725000,4,3.25,2610,2552,"2",0,0,3,10,2160,450,2008,0,"98027",47.5322,-122.076,2610,2664 +"3425069117","20140828T000000",1.275e+006,6,5.25,6160,27490,"2",0,0,3,11,4040,2120,2007,0,"98074",47.6094,-122.023,4225,9100 +"2895800640","20140917T000000",239800,2,1.75,1290,1493,"2",0,0,3,8,1290,0,2014,0,"98106",47.5171,-122.346,1410,1875 +"3438500253","20140904T000000",616950,5,3.5,3560,5008,"2",0,0,3,8,2810,750,2013,0,"98106",47.5542,-122.359,2910,5026 +"3630200340","20141001T000000",1.258e+006,4,3.25,4360,6000,"2",0,3,3,11,3400,960,2007,0,"98027",47.5408,-121.994,4310,6000 +"2770601769","20140617T000000",435000,3,2.25,1230,1238,"2",0,0,3,8,1080,150,2009,0,"98199",47.6519,-122.384,1230,953 +"2225069036","20140815T000000",925000,4,3.25,3640,60086,"2",0,0,3,10,3640,0,2005,0,"98074",47.6328,-122.016,2900,51721 +"9525600030","20150428T000000",631500,2,2.5,1780,2493,"3",0,0,3,8,1780,0,1981,0,"98107",47.6704,-122.358,2050,4400 +"0993002108","20150330T000000",399995,3,1.5,1140,1069,"3",0,0,3,8,1140,0,2005,0,"98103",47.6907,-122.342,1230,1276 +"0993000327","20140506T000000",369950,3,2,1270,1320,"3",0,0,3,8,1270,0,2006,0,"98103",47.6937,-122.342,1370,1320 +"1523059239","20150423T000000",475000,5,3.5,2780,3583,"2",0,0,3,8,2180,600,2005,0,"98059",47.4879,-122.152,2640,3850 +"7967000270","20141125T000000",353000,4,2.5,1912,5000,"2",0,0,3,8,1912,0,2012,0,"98001",47.3511,-122.275,2020,5000 +"7137800310","20150225T000000",329950,4,2.5,2300,9690,"2",0,0,3,8,2300,0,2006,0,"98023",47.2793,-122.352,1200,9085 +"2211300260","20150313T000000",367000,3,2.5,2828,4050,"2",0,0,3,8,2828,0,2013,0,"98030",47.382,-122.197,2513,4507 +"8956200070","20140905T000000",447500,4,2.5,2425,9017,"2",0,0,3,9,2425,0,2013,0,"98001",47.3003,-122.263,2725,7019 +"1257201420","20140709T000000",595000,4,3.25,3730,4560,"2",0,0,3,9,2760,970,2015,0,"98103",47.6725,-122.33,1800,4560 +"1523300140","20140904T000000",325000,1,1,730,1942,"1",0,0,3,7,730,0,2009,0,"98144",47.5943,-122.299,1020,2044 +"9831200186","20150203T000000",690000,2,2.5,1990,1756,"3",0,0,3,9,1780,210,2005,0,"98102",47.6264,-122.323,1955,1438 +"7660100238","20141111T000000",329950,3,2.5,1300,812,"2",0,0,3,8,880,420,2008,0,"98144",47.5893,-122.317,1300,824 +"5381000477","20150128T000000",399500,4,2.5,2560,7492,"2",0,0,3,8,2560,0,2014,0,"98188",47.4467,-122.287,1260,11541 +"0207700180","20150121T000000",555000,5,2.5,2450,5047,"2",0,0,3,8,2450,0,2007,0,"98011",47.7724,-122.168,2450,4478 +"5288200072","20141001T000000",427000,2,1.5,1440,725,"2",0,0,3,8,1100,340,2011,0,"98126",47.5607,-122.378,1440,4255 +"9524100322","20141020T000000",375000,3,2.25,1140,1557,"3",0,0,3,8,1140,0,2007,0,"98103",47.6947,-122.342,1140,1245 +"1732800184","20140508T000000",499000,2,1.5,1110,957,"2",0,0,3,8,930,180,2005,0,"98119",47.6319,-122.362,1680,1104 +"1425069103","20140718T000000",750000,3,2.5,2620,43832,"2",0,0,3,8,2620,0,2013,0,"98053",47.655,-122.009,2620,120686 +"8165500790","20141229T000000",336900,3,2.5,1690,1200,"2",0,0,3,8,1410,280,2014,0,"98106",47.5388,-122.367,1740,1664 +"7658600081","20140919T000000",555000,2,2.75,1950,1610,"3",0,0,3,8,1950,0,2009,0,"98144",47.5925,-122.302,910,1745 +"1245003268","20141106T000000",1.275e+006,4,3.5,3530,8126,"2",0,0,3,10,3530,0,2007,0,"98033",47.6847,-122.2,2660,8126 +"8010100220","20141014T000000",999950,4,3.5,3310,4684,"2",0,0,3,9,2290,1020,2014,0,"98116",47.579,-122.389,1850,4750 +"7974200452","20140625T000000",975000,5,3,2620,5477,"2",0,0,3,10,2620,0,2009,0,"98115",47.6804,-122.288,1680,5217 +"8943600360","20150219T000000",299000,3,2.25,1350,3582,"2",0,0,3,8,1350,0,2010,0,"98031",47.4214,-122.191,1940,3860 +"3026059361","20150417T000000",479000,2,2.5,1741,1439,"2",0,0,3,8,1446,295,2007,0,"98034",47.7043,-122.209,2090,10454 +"6130500120","20150417T000000",428000,3,2.5,1650,2201,"3",0,0,3,8,1650,0,2007,0,"98133",47.7108,-122.333,1650,1965 +"3575305485","20140829T000000",409000,3,2.5,1890,6500,"2",0,0,3,7,1890,0,2012,0,"98074",47.6225,-122.058,2340,7500 +"0666000142","20150326T000000",798500,3,3,1950,1833,"3",0,0,3,9,1610,340,2009,0,"98004",47.6078,-122.202,2040,2131 +"7853280620","20141212T000000",689000,4,3.5,4490,5805,"2",0,0,3,9,3390,1100,2006,0,"98065",47.5389,-121.86,4410,6299 +"8946390040","20140508T000000",375000,6,2.25,3206,5793,"2",0,0,3,7,3206,0,2012,0,"98032",47.369,-122.287,2527,5804 +"5416300230","20140717T000000",775000,4,3.5,4130,77832,"2",0,2,3,10,4130,0,2011,0,"98042",47.3229,-122.045,4130,87476 +"1604730150","20141014T000000",639983,5,3,2800,5700,"2",0,0,3,8,2800,0,2014,0,"98059",47.4969,-122.145,2910,5349 +"8669180150","20150326T000000",300000,4,3,1984,4419,"2",0,0,3,7,1984,0,2010,0,"98002",47.3514,-122.213,2440,4418 +"1081330180","20141222T000000",627000,4,2.5,2750,11830,"2",0,0,3,9,2750,0,2014,0,"98059",47.4698,-122.121,2310,11830 +"2309710230","20150415T000000",275000,3,2.75,1740,5757,"1",0,0,3,7,1740,0,2010,0,"98022",47.1941,-121.979,2380,5647 +"2895800610","20140926T000000",352800,4,2.25,1800,2752,"2",0,0,3,8,1800,0,2014,0,"98106",47.5167,-122.346,1650,2752 +"3362400092","20150312T000000",565000,3,2.25,1540,1005,"3",0,0,3,8,1540,0,2008,0,"98103",47.6828,-122.346,1510,1501 +"3052700385","20150414T000000",765000,4,2.25,2030,2222,"2",0,0,3,9,1610,420,2015,0,"98117",47.679,-122.375,1420,2222 +"2738640040","20150409T000000",644000,4,2.5,3310,4839,"2",0,0,3,9,3310,0,2007,0,"98072",47.773,-122.161,3240,5280 +"8024200674","20150223T000000",461000,3,1.5,1270,1416,"3",0,0,3,8,1270,0,2007,0,"98115",47.6988,-122.317,1270,1413 +"3353400092","20141223T000000",270500,5,2.5,2406,7093,"2",0,0,3,8,2406,0,2006,0,"98001",47.2615,-122.252,1767,7093 +"6003500749","20140701T000000",640000,2,2.25,1540,965,"3",0,0,3,9,1540,0,2007,0,"98122",47.6181,-122.318,1410,964 +"8956200530","20140805T000000",457000,4,2.5,2820,6983,"2",0,0,3,9,2820,0,2013,0,"98001",47.2958,-122.265,2597,7222 +"0133000271","20141201T000000",355000,5,2.5,2540,5100,"2",0,0,3,7,2540,0,2014,0,"98168",47.5123,-122.316,1400,9440 +"6749700063","20141215T000000",356000,2,2.25,1230,989,"3",0,0,3,8,1230,0,2007,0,"98103",47.6975,-122.348,1230,1223 +"3278613060","20140805T000000",425000,4,2.5,1900,2766,"2",0,0,3,8,1900,0,2014,0,"98106",47.543,-122.368,1900,2604 +"7708200880","20140923T000000",562500,5,2.75,2920,6327,"2",0,0,3,8,2920,0,2007,0,"98059",47.4935,-122.145,2520,5026 +"2767600673","20140701T000000",460000,3,2.5,1450,1053,"2",0,0,3,8,940,510,2008,0,"98107",47.6754,-122.374,1410,1080 +"7299810040","20150406T000000",790000,4,3,5370,69848,"2",0,0,3,10,3500,1870,2005,0,"98042",47.3166,-122.046,4443,94403 +"0993000308","20150318T000000",401000,3,2,1270,1333,"3",0,0,3,8,1270,0,2006,0,"98103",47.6933,-122.342,1330,1333 +"3364900040","20140828T000000",1.095e+006,3,2.5,2550,5100,"2",0,0,3,9,2550,0,2014,0,"98115",47.6757,-122.326,1250,4080 +"9578090180","20150403T000000",850000,4,3,3070,7150,"2",0,0,3,9,3070,0,2007,0,"98052",47.7079,-122.107,3200,6984 +"9542840120","20140702T000000",274500,3,2.25,1450,4050,"2",0,0,3,7,1450,0,2010,0,"98038",47.367,-122.019,1660,3800 +"3860900035","20150415T000000",1.94e+006,5,3.5,4230,16526,"2",0,0,3,10,4230,0,2008,0,"98004",47.5933,-122.199,3000,12362 +"7202300040","20140804T000000",808000,4,2.5,3480,6262,"2",0,0,3,9,3480,0,2003,0,"98053",47.6857,-122.045,3490,6629 +"1773100972","20140515T000000",312000,3,2.25,1490,974,"2",0,0,3,7,1220,270,2009,0,"98106",47.5567,-122.363,1490,1283 +"3626039424","20140616T000000",320000,3,2.25,1200,1400,"3",0,0,3,8,1200,0,2005,0,"98133",47.7046,-122.357,1370,6552 +"3175200220","20150113T000000",410000,3,2.5,2150,4332,"2",0,0,3,8,2150,0,2013,0,"98019",47.7373,-121.969,2140,4332 +"7852120120","20140620T000000",725000,3,3.5,3690,8837,"2",0,0,3,10,3690,0,2001,0,"98065",47.5402,-121.876,3690,9585 +"7813500040","20141015T000000",335000,4,2.5,1900,3301,"2",0,0,3,7,1900,0,2007,0,"98178",47.489,-122.249,1960,3379 +"7242800040","20150120T000000",519990,4,3.25,1690,1321,"2",0,0,3,8,1320,370,2014,0,"98052",47.678,-122.117,3080,4558 +"1442880650","20140610T000000",533112,4,2.75,2790,8853,"2",0,0,3,8,2790,0,2013,0,"98045",47.4842,-121.772,2790,8092 +"3355400242","20141028T000000",274900,3,2,1936,6612,"2",0,0,3,7,1936,0,2014,0,"98001",47.2602,-122.246,1620,21600 +"8562780540","20141222T000000",325000,2,2.25,1150,711,"2",0,0,3,7,1150,0,2013,0,"98027",47.5323,-122.07,1150,748 +"0923049203","20140529T000000",350000,4,2.5,2040,22653,"2",0,0,3,7,2040,0,2011,0,"98168",47.4991,-122.299,2020,20502 +"3578600141","20140923T000000",550000,4,2.5,2470,7539,"2",0,0,3,9,2470,0,2006,0,"98028",47.7407,-122.226,2580,7539 +"0053500450","20150309T000000",311850,4,2.5,1890,4158,"2",0,0,3,8,1890,0,2014,0,"98042",47.343,-122.056,2720,4549 +"1934800180","20150210T000000",526000,3,2.5,1626,1583,"2.5",0,0,3,8,1419,207,2007,0,"98122",47.6031,-122.309,1400,1583 +"3023000210","20141001T000000",375000,4,2.5,2250,5306,"2",0,0,3,8,2250,0,2012,0,"98038",47.356,-122.057,2250,5306 +"1773100967","20150223T000000",299999,3,2.25,1350,1234,"2",0,0,3,7,1160,190,2007,0,"98106",47.5565,-122.363,1420,1234 +"2767704777","20140919T000000",436000,3,2.5,1460,1238,"2",0,0,3,8,1200,260,2008,0,"98107",47.6719,-122.374,1280,1257 +"1085621960","20141212T000000",303000,3,2.5,2056,3564,"2",0,0,3,7,2056,0,2014,0,"98092",47.338,-122.181,2056,3577 +"2771602174","20140701T000000",525000,2,2.5,1160,1458,"2",0,0,3,8,1040,120,2012,0,"98119",47.6384,-122.373,1650,2311 +"6762700452","20140613T000000",575000,3,3,1384,1287,"2",0,0,3,8,1144,240,2006,0,"98102",47.6295,-122.32,1570,1288 +"5695000142","20141024T000000",420000,2,1.5,1100,1107,"3",0,0,3,8,1100,0,2008,0,"98103",47.6584,-122.35,1110,2750 +"9578140180","20140611T000000",329950,3,2.5,2456,7566,"2",0,0,3,8,2456,0,2012,0,"98023",47.297,-122.351,2478,7212 +"2124069115","20141021T000000",1.83e+006,4,4.25,4500,215186,"2",0,3,3,11,2630,1870,2009,0,"98029",47.559,-122.045,3030,25447 +"3864000120","20150408T000000",1.175e+006,4,3.25,3780,10099,"1",0,1,3,11,2240,1540,2006,0,"98006",47.5508,-122.192,3120,10669 +"2768200212","20140911T000000",499950,2,2.5,1320,1157,"2",0,0,3,8,990,330,2014,0,"98107",47.6689,-122.363,1550,1519 +"7852070210","20140527T000000",1.149e+006,4,3,5940,11533,"2",0,4,3,11,4950,990,2004,0,"98065",47.5443,-121.87,4240,12813 +"7853361210","20150218T000000",400000,3,2,1650,5027,"1.5",0,0,3,7,1650,0,2009,0,"98065",47.515,-121.874,2430,6000 +"8141310040","20140627T000000",246950,3,3,1670,4440,"1",0,0,3,7,1670,0,2014,0,"98022",47.1948,-121.975,1670,4622 +"6852700097","20140806T000000",630000,3,3.25,1610,1275,"2",0,0,3,8,1220,390,2005,0,"98102",47.6236,-122.318,1750,3000 +"7708210040","20140912T000000",561000,5,2.75,3370,10315,"2",0,0,3,9,3370,0,2006,0,"98059",47.4893,-122.146,3010,8296 +"0053500760","20141208T000000",287000,4,2.5,2660,4082,"2",0,0,3,7,2660,0,2010,0,"98042",47.3414,-122.055,2390,4876 +"3528900771","20150331T000000",600000,3,3.25,1690,1473,"2",0,0,3,8,1380,310,2008,0,"98109",47.6397,-122.345,1670,2594 +"9126100813","20140828T000000",490000,3,2.25,1620,1062,"3",0,0,3,8,1620,0,2014,0,"98122",47.6051,-122.304,1560,1728 +"3679400503","20150330T000000",330000,3,1.75,1300,958,"2",0,0,3,7,840,460,2011,0,"98108",47.5677,-122.314,1340,1254 +"1760650210","20141201T000000",286950,4,2.5,1610,4052,"2",0,0,3,7,1610,0,2013,0,"98042",47.3603,-122.081,2110,4034 +"2652501565","20150423T000000",1.55e+006,3,3.25,3530,4920,"2",0,0,3,9,2660,870,2015,0,"98109",47.641,-122.357,1900,4200 +"1237500577","20150212T000000",880000,4,2.5,3550,8618,"2",0,0,3,10,3550,0,2007,0,"98052",47.6776,-122.161,1310,9746 +"6382500084","20141013T000000",577450,3,3,1730,1755,"3",0,0,3,8,1730,0,2014,0,"98117",47.6944,-122.377,1830,1804 +"3023000410","20150430T000000",405000,5,2.75,2400,4900,"2",0,0,3,8,2400,0,2011,0,"98038",47.355,-122.057,2110,5696 +"2767601752","20140707T000000",510000,3,2.5,1420,1237,"3",0,0,3,8,1420,0,2014,0,"98107",47.674,-122.387,1510,2501 +"2771604196","20140812T000000",465000,2,1.5,1220,1120,"2.5",0,0,3,8,1110,110,2008,0,"98199",47.6374,-122.388,2010,3175 +"1778500620","20140707T000000",1.3e+006,4,2.25,2360,4000,"2",0,0,3,9,2360,0,2013,0,"98112",47.6198,-122.289,3040,4400 +"1823059241","20150408T000000",609000,4,3.5,3990,11270,"2",0,3,3,9,2930,1060,2007,0,"98055",47.488,-122.225,1980,11328 +"9267200062","20140911T000000",336000,3,2.5,1260,1211,"3",0,0,3,8,1260,0,2004,0,"98103",47.6969,-122.343,1270,1211 +"3278606110","20150108T000000",375000,3,2.5,1580,2407,"2",0,0,3,8,1580,0,2013,0,"98126",47.5455,-122.368,1580,2212 +"1657530180","20141204T000000",294500,3,2.5,1760,2688,"2",0,0,3,7,1760,0,2005,0,"98059",47.4903,-122.166,1760,2329 +"2754700035","20141125T000000",925000,5,3.5,3420,4216,"2",0,0,3,9,2520,900,2008,0,"98115",47.6799,-122.304,1420,4500 +"2568200120","20141215T000000",730000,5,2.75,2870,6593,"2",0,0,3,9,2870,0,2006,0,"98052",47.7075,-122.102,3150,6593 +"6601200040","20140919T000000",280000,4,2.5,1934,5677,"2",0,0,3,8,1934,0,2013,0,"98001",47.2602,-122.252,1919,5049 +"2767601750","20140815T000000",500000,3,1.5,1220,962,"3",0,0,3,8,1220,0,2014,0,"98107",47.674,-122.387,1510,2501 +"7853350220","20150324T000000",605000,3,2.75,2450,5750,"2",0,0,3,9,2450,0,2013,0,"98065",47.5439,-121.862,3200,8036 +"6163900628","20140516T000000",379950,3,3.25,1860,1787,"3",0,0,3,8,1860,0,2007,0,"98155",47.7563,-122.316,1830,1787 +"1689401526","20150323T000000",605000,3,2.5,1500,1119,"3",0,2,3,7,1110,390,2008,0,"98109",47.6327,-122.346,1500,1057 +"8725950360","20150501T000000",720000,2,1.75,1570,1108,"3",0,0,3,9,1570,0,2007,0,"98004",47.6215,-122.2,1940,1160 +"9826700697","20141103T000000",549900,3,2,1280,960,"2",0,0,3,9,1040,240,2014,0,"98122",47.602,-122.311,1280,1173 +"9578500180","20150121T000000",427000,3,2.5,3192,5653,"2",0,0,3,8,3192,0,2014,0,"98023",47.2956,-122.35,3000,5134 +"9826700707","20141028T000000",492000,3,2.5,1690,1479,"3",0,0,3,8,1420,270,2005,0,"98122",47.6022,-122.311,1280,1253 +"8138870530","20140505T000000",419190,2,2.5,1590,1426,"2",0,0,3,8,1590,0,2014,0,"98029",47.5441,-122.013,1590,1426 +"4188300180","20141112T000000",650000,3,2.5,2870,7288,"2",0,0,3,9,2870,0,2012,0,"98011",47.7745,-122.225,2870,5998 +"5416510530","20141124T000000",379950,4,2.5,2580,4818,"2",0,0,3,8,2580,0,2005,0,"98038",47.3607,-122.038,2570,5386 +"4181200540","20140728T000000",269800,4,2.75,1830,3420,"2",0,0,3,8,1830,0,2012,0,"98198",47.366,-122.308,1813,3420 +"2222059154","20140813T000000",407000,4,2.5,2927,6000,"2",0,0,3,7,2927,0,2011,0,"98042",47.3737,-122.16,2533,6000 +"8032700072","20150415T000000",580000,3,1.5,1320,1250,"3",0,0,3,8,1320,0,2008,0,"98103",47.6536,-122.341,1560,1694 +"7203140220","20150116T000000",389700,3,2.5,1720,3581,"2",0,0,3,7,1720,0,2011,0,"98053",47.6861,-122.013,1720,3600 +"1278000210","20150311T000000",110000,2,1,828,4524,"1",0,0,3,6,828,0,1968,2007,"98001",47.2655,-122.244,828,5402 +"6058600220","20140731T000000",230000,3,1.5,1040,1264,"2",0,0,3,9,900,140,2015,0,"98144",47.5951,-122.301,1350,3000 +"1442880610","20140829T000000",533380,4,2.75,2790,6685,"2",0,0,3,8,2790,0,2014,0,"98045",47.4838,-121.773,2790,6444 +"3679400484","20140918T000000",295500,3,2.5,1410,1332,"2",0,0,3,7,960,450,2014,0,"98108",47.5683,-122.314,1410,1343 +"3825310180","20141007T000000",860000,4,4.5,4040,8400,"2",0,0,3,9,3220,820,2006,0,"98052",47.7067,-122.131,3940,8400 +"3630220180","20140708T000000",812000,4,3.5,3370,3634,"2",0,0,3,9,2750,620,2007,0,"98029",47.5519,-122.001,3200,3650 +"3336500180","20140605T000000",324500,3,2.5,1660,3990,"2",0,0,3,7,1660,0,2009,0,"98118",47.5298,-122.268,1670,4050 +"2781270530","20150326T000000",193000,2,1.75,910,2550,"1",0,0,3,6,910,0,2004,0,"98038",47.3494,-122.022,1310,2550 +"0993001563","20140522T000000",355000,3,2.25,1280,959,"3",0,0,3,8,1280,0,2005,0,"98103",47.6914,-122.343,1130,1126 +"9578060540","20140614T000000",525000,4,2.75,2360,4924,"2",0,0,3,8,2360,0,2008,0,"98028",47.7737,-122.235,2360,4670 +"2222059052","20150227T000000",370950,3,2.5,2529,9653,"2",0,0,3,7,2529,0,2012,0,"98042",47.3738,-122.161,2533,6125 +"1239400650","20141107T000000",1.242e+006,4,3.5,4700,10183,"1",0,2,3,11,2660,2040,2002,0,"98033",47.6728,-122.189,3770,9000 +"8835800450","20150504T000000",950000,3,2.5,2780,275033,"1",0,0,3,10,2780,0,2006,0,"98045",47.4496,-121.766,1680,16340 +"0293070120","20140918T000000",888990,4,2.75,3540,5500,"2",0,0,3,9,3540,0,2014,0,"98074",47.6181,-122.056,3540,5500 +"1176001117","20150319T000000",705000,3,2.5,1580,1321,"2",0,2,3,8,1080,500,2014,0,"98107",47.6688,-122.402,1530,1357 +"7889601165","20140826T000000",268000,3,2.5,1700,2250,"2",0,0,3,7,1700,0,2014,0,"98168",47.4914,-122.334,1520,4500 +"7227801581","20140507T000000",305450,3,2.5,1600,3573,"2",0,0,3,7,1600,0,2013,0,"98056",47.507,-122.181,1500,11089 +"9895000040","20140703T000000",399900,2,1.75,1410,1005,"1.5",0,0,3,9,900,510,2011,0,"98027",47.5446,-122.018,1440,1188 +"9528102993","20141229T000000",495000,3,1.5,1580,1228,"3",0,0,3,8,1580,0,2014,0,"98115",47.6765,-122.32,1580,3605 +"3746700120","20141104T000000",857326,3,3.5,3940,11632,"2",0,0,3,10,3940,0,2014,0,"98166",47.438,-122.344,2015,11632 +"0745530040","20140911T000000",845950,5,2.75,4450,9600,"2",0,0,3,9,3650,800,2014,0,"98011",47.7336,-122.21,4000,9750 +"7299600180","20140610T000000",303210,4,2.5,2009,5000,"2",0,0,3,8,2009,0,2014,0,"98092",47.2577,-122.198,2009,5182 +"2149800278","20141015T000000",343000,6,5,2732,7655,"2",0,0,3,7,2732,0,2009,0,"98002",47.3045,-122.211,3078,69993 +"2517000650","20140716T000000",300000,3,2.5,2090,4590,"2",0,0,3,7,2090,0,2005,0,"98042",47.3992,-122.163,2190,4060 +"6021503708","20141122T000000",334900,2,2.5,980,1013,"3",0,0,3,8,980,0,2008,0,"98117",47.6844,-122.387,980,1023 +"8559300120","20150416T000000",477500,5,3.5,2815,5619,"2",0,0,3,9,2815,0,2012,0,"98055",47.4299,-122.207,2583,5295 +"3305100230","20140618T000000",820000,4,2.5,3170,8523,"2",0,0,3,9,3170,0,2008,0,"98033",47.6854,-122.184,3230,8523 +"2135200155","20140805T000000",580000,5,3.25,3030,7410,"2",0,0,3,8,2150,880,2014,0,"98106",47.553,-122.354,2020,7410 +"2919700109","20140722T000000",350000,2,2.5,1280,940,"2",0,0,3,8,1060,220,2006,0,"98103",47.6904,-122.364,1290,2900 +"8725950220","20150226T000000",910000,3,2.5,2030,1160,"3",0,0,3,9,1970,60,2007,0,"98004",47.6213,-122.2,1950,1160 +"1776230220","20140626T000000",414000,3,2.5,2490,4540,"2.5",0,0,3,8,2490,0,2012,0,"98059",47.5051,-122.155,2640,3844 +"9211010230","20150330T000000",525000,3,2.5,3030,4500,"2",0,0,3,8,3030,0,2009,0,"98059",47.4944,-122.15,3030,4501 +"1972201772","20150409T000000",650000,2,2.5,1470,690,"3",0,3,3,8,1470,0,2008,0,"98103",47.6523,-122.346,1480,1284 +"9268851320","20141210T000000",450000,3,2.25,1620,997,"2.5",0,0,3,8,1540,80,2012,0,"98027",47.5394,-122.027,1620,1068 +"1424059154","20140516T000000",1.27e+006,4,3,5520,8313,"2",0,3,3,9,3570,1950,2008,0,"98006",47.5655,-122.129,3770,8278 +"0626059365","20150412T000000",699000,3,3.5,3200,10344,"2",0,0,3,10,3200,0,2007,0,"98011",47.7636,-122.216,2550,20152 +"3885802136","20140723T000000",899000,4,2.5,2580,3943,"2",0,0,3,8,2580,0,2013,0,"98033",47.6853,-122.21,1700,5772 +"7967000150","20140808T000000",353500,4,3,2050,4000,"2",0,0,3,8,2050,0,2014,0,"98001",47.3523,-122.275,2050,4000 +"7853360720","20140908T000000",485000,3,2.5,2430,5867,"2",0,0,3,7,2430,0,2011,0,"98065",47.5162,-121.872,2620,5866 +"8562790150","20140626T000000",782900,4,3.25,3060,3898,"2",0,0,3,10,2300,760,2014,0,"98027",47.5311,-122.073,2920,3448 +"1226039124","20150428T000000",529000,2,2,1540,9714,"2",0,0,3,8,1540,0,2008,0,"98177",47.7628,-122.359,1840,8179 +"2767704251","20150416T000000",514700,3,3.25,1310,1072,"2",0,0,3,8,1060,250,2008,0,"98107",47.6744,-122.374,1160,1266 +"3862710210","20140520T000000",409316,3,2.5,1800,3168,"2",0,0,3,8,1800,0,2014,0,"98065",47.5342,-121.841,1800,3393 +"0255460330","20150506T000000",388598,3,2.5,2370,4200,"2",0,0,3,8,2370,0,2014,0,"98038",47.3699,-122.019,2370,4370 +"0291310610","20150227T000000",415000,3,2.25,1445,1512,"2",0,0,3,7,1300,145,2004,0,"98027",47.5341,-122.069,1445,1082 +"9126101121","20150407T000000",521500,3,2.25,1450,1619,"2",0,0,3,8,1140,310,2006,0,"98122",47.6076,-122.304,1580,3472 +"9274200322","20140820T000000",580000,3,2.5,1740,1236,"3",0,2,3,8,1740,0,2008,0,"98116",47.5891,-122.387,1740,1280 +"6666830230","20140630T000000",882566,4,2.5,3560,5265,"3",0,0,3,8,3560,0,2014,0,"98052",47.7047,-122.113,3220,4892 +"1604601803","20150408T000000",525000,3,2.75,2130,1400,"2",0,0,3,9,1080,1050,2010,0,"98118",47.5661,-122.29,1880,3132 +"7702080150","20141201T000000",515000,5,2.75,2980,4502,"2",0,0,3,9,2980,0,2007,0,"98028",47.7698,-122.235,2850,4501 +"7853400220","20140926T000000",589410,3,3,2840,7201,"2",0,0,3,9,2840,0,2014,0,"98065",47.5165,-121.883,2540,5260 +"3895100039","20150324T000000",757500,4,2.5,3420,6845,"2",0,0,3,9,3420,0,2009,0,"98052",47.6777,-122.156,2800,5715 +"7697000150","20141002T000000",284000,3,2.5,1660,4083,"2",0,0,3,7,1660,0,2013,0,"98038",47.3595,-122.045,1800,4087 +"8562780530","20150328T000000",338500,2,2.25,1150,711,"2",0,0,3,7,1150,0,2013,0,"98027",47.5323,-122.071,1150,748 +"0291310180","20140613T000000",379500,3,2.25,1410,1287,"2",0,0,3,7,1290,120,2005,0,"98027",47.5344,-122.068,1490,1435 +"1972205633","20140723T000000",550000,3,2,1420,1369,"2.5",0,0,3,9,1340,80,2007,0,"98109",47.6472,-122.357,1540,2168 +"3023000120","20140902T000000",294900,3,2.5,1860,5025,"2",0,0,3,8,1860,0,2010,0,"98038",47.3557,-122.059,2000,5550 +"7548301056","20140609T000000",345000,2,1.5,1340,1210,"2",0,0,3,8,1120,220,2008,0,"98144",47.588,-122.305,1340,1213 +"9826701201","20150209T000000",450000,2,1.5,1530,1012,"2",0,0,3,8,1200,330,2005,0,"98122",47.602,-122.306,1530,1425 +"6300500476","20150415T000000",420000,3,2.5,1509,1114,"3",0,0,3,8,1509,0,2014,0,"98133",47.7049,-122.34,1509,2431 +"2597490410","20150402T000000",740000,3,2.5,2350,3798,"2",0,0,3,8,2350,0,2013,0,"98029",47.543,-122.01,2020,3532 +"3448001411","20150220T000000",286000,2,1.5,1010,825,"3",0,0,3,7,1010,0,2007,0,"98125",47.7124,-122.301,1128,1080 +"0745530180","20150317T000000",870000,5,3.5,4495,10079,"2",0,0,3,9,3580,915,2013,0,"98011",47.7339,-122.209,4495,10079 +"3879900753","20141114T000000",727000,3,2.5,1580,991,"3",0,0,3,9,1580,0,2009,0,"98119",47.6276,-122.359,1610,1297 +"2781230230","20150204T000000",395000,4,3,2750,7965,"2",0,0,3,9,2750,0,2012,0,"98038",47.3479,-122.028,2750,6000 +"3629990180","20140805T000000",535000,4,2.25,1890,3615,"2",0,0,3,7,1890,0,2005,0,"98029",47.5493,-121.999,1630,3280 +"9352900222","20141229T000000",255000,3,2.25,1320,963,"2",0,0,3,7,1040,280,2007,0,"98106",47.5199,-122.357,1300,1285 +"7338220120","20141015T000000",260000,4,2.5,2150,3721,"2",0,0,3,8,2150,0,2006,0,"98002",47.3363,-122.217,2150,3721 +"0325059287","20140910T000000",810000,4,2.5,3340,8384,"2",0,0,3,9,3340,0,2014,0,"98052",47.6761,-122.152,1560,9429 +"7203140360","20141201T000000",359782,3,2.5,1850,3400,"2",0,0,3,7,1850,0,2010,0,"98053",47.6871,-122.014,1850,3400 +"6056110150","20150320T000000",500000,2,2.5,1950,2162,"2",0,0,3,9,1500,450,2012,0,"98118",47.5622,-122.292,1800,2457 +"7203230040","20141027T000000",1.04999e+006,5,3.25,4240,9588,"2",0,0,3,9,4240,0,2014,0,"98053",47.6901,-122.018,4080,8425 +"8121100155","20150225T000000",810000,4,3.5,2700,2868,"2",0,0,3,11,1920,780,2006,0,"98118",47.5685,-122.286,1430,3858 +"7853370620","20150206T000000",605000,5,4,3040,6000,"2",0,0,3,8,2280,760,2011,0,"98065",47.5189,-121.876,3070,5558 +"6400700264","20150317T000000",730000,4,2.5,2460,7930,"2",0,0,3,8,2460,0,2005,0,"98033",47.6684,-122.175,1850,9000 +"1760650880","20150317T000000",327000,4,2.5,2110,3825,"2",0,0,3,7,2110,0,2013,0,"98042",47.359,-122.082,1950,3825 +"0567000382","20141110T000000",370000,2,1,780,1133,"2",0,0,3,7,780,0,2009,0,"98144",47.5924,-122.295,1130,1270 +"7852100150","20140625T000000",459000,5,3.5,2640,6895,"2",0,0,3,7,2640,0,2001,0,"98065",47.5298,-121.879,2640,5267 +"6447300365","20141113T000000",2.9e+006,5,4,5190,14600,"2",0,1,3,11,5190,0,2013,0,"98039",47.6102,-122.225,3840,19250 +"2622059197","20141210T000000",365000,4,2.5,2420,8404,"2",0,0,3,8,2420,0,2013,0,"98042",47.372,-122.13,2440,4822 +"1389600040","20141226T000000",255000,4,2.5,1987,6000,"2",0,0,3,7,1987,0,2011,0,"98001",47.2679,-122.255,1880,9589 +"9276200220","20140717T000000",375000,1,1,720,3166,"1",0,0,3,6,720,0,1920,0,"98116",47.5811,-122.389,1140,6250 +"7904700032","20141002T000000",375000,2,1.5,1130,912,"2",0,0,3,8,1000,130,2006,0,"98116",47.5638,-122.388,1500,1474 +"3744000040","20140722T000000",518380,4,2.5,2810,4500,"2",0,0,3,9,2810,0,2014,0,"98038",47.3552,-122.023,2980,5046 +"1773100604","20140721T000000",346000,3,3.25,1500,1442,"2",0,0,3,8,1150,350,2007,0,"98106",47.5592,-122.362,1500,1533 +"9268850360","20150223T000000",302059,4,2,1390,745,"3",0,0,3,7,1390,0,2008,0,"98027",47.5393,-122.026,1390,942 +"7853420450","20140519T000000",575000,4,2.5,2500,4945,"2",0,0,3,9,2500,0,2013,0,"98065",47.5185,-121.885,2760,6000 +"8956200770","20140723T000000",549950,4,3.5,3906,9674,"2",0,2,3,9,3906,0,2014,0,"98001",47.2931,-122.264,2673,6500 +"2424059170","20150219T000000",900000,5,6,7120,40806,"2",0,4,3,12,5480,1640,2007,0,"98006",47.5451,-122.114,3440,36859 +"1934800133","20140711T000000",397500,3,2.5,1470,1256,"2",0,0,3,8,930,540,2006,0,"98122",47.6033,-122.309,1510,1797 +"5556300109","20141121T000000",1.075e+006,5,3.5,3230,7560,"2",0,0,3,10,3230,0,2007,0,"98052",47.6467,-122.118,3230,8580 +"2326600150","20150422T000000",775900,3,2.5,2700,5764,"2",0,0,3,9,2700,0,2014,0,"98075",47.5618,-122.027,3270,14700 +"3751600409","20150508T000000",510000,4,2.5,4073,17334,"2",0,0,3,8,4073,0,2008,0,"98001",47.2949,-122.27,1780,9625 +"3814900210","20140829T000000",471275,4,2.5,3361,5038,"2",0,0,3,9,3361,0,2014,0,"98092",47.3269,-122.165,2316,4105 +"9542840730","20140911T000000",288000,4,2.25,1610,3560,"2",0,0,3,7,1610,0,2010,0,"98038",47.3669,-122.02,1760,3692 +"2937300540","20141016T000000",989990,4,3.5,3830,7150,"2",0,0,3,9,3830,0,2014,0,"98052",47.7049,-122.126,3640,6055 +"7549800543","20140612T000000",300000,3,3.25,1470,1235,"2",0,0,3,7,1180,290,2008,0,"98108",47.5537,-122.313,1470,1243 +"4058800439","20140623T000000",664950,5,3,3190,7081,"1",0,2,3,9,1890,1300,2013,0,"98178",47.509,-122.24,2270,7623 +"7853430180","20140716T000000",699188,4,3.25,3250,5478,"2",0,0,3,9,3250,0,2014,0,"98065",47.5178,-121.887,3250,5482 +"0982850120","20150303T000000",390000,3,2.25,1490,4539,"2",0,0,3,7,1490,0,2009,0,"98028",47.7607,-122.233,1750,4667 +"9476010120","20150321T000000",670000,5,2.75,2900,5155,"2",0,0,3,8,2900,0,2008,0,"98075",47.5977,-122.008,2900,6176 +"0005200087","20140709T000000",487000,4,2.5,2540,5001,"2",0,0,3,9,2540,0,2005,0,"98108",47.5423,-122.302,2360,6834 +"7308600040","20140723T000000",769995,5,2.75,3360,12080,"2",0,0,3,9,3360,0,2014,0,"98011",47.7757,-122.173,3360,9724 +"1498301048","20140508T000000",321950,2,1.25,860,1277,"2",0,0,3,7,860,0,2007,0,"98144",47.5842,-122.314,1280,1265 +"2738630040","20150427T000000",613500,4,2.5,3020,6068,"2",0,0,3,9,3020,0,2006,0,"98072",47.773,-122.16,3240,5757 +"6300500081","20140806T000000",300000,3,2.5,1330,1200,"3",0,0,3,7,1330,0,2002,0,"98133",47.7034,-122.344,1330,1206 +"3845100620","20141125T000000",400950,4,2.5,2578,4554,"2",0,0,3,9,2578,0,2014,0,"98092",47.2603,-122.194,2647,4554 +"0255450040","20140918T000000",389517,4,2.5,2640,4725,"2",0,0,3,8,2640,0,2014,0,"98038",47.371,-122.017,2370,4725 +"0880000211","20140821T000000",255000,3,1.75,1260,1133,"2",0,0,3,7,810,450,2011,0,"98106",47.5261,-122.361,1260,1172 +"2163900081","20150220T000000",1.08e+006,3,2.5,1990,1891,"3",0,0,3,9,1990,0,2012,0,"98102",47.6271,-122.324,1990,3600 +"7853370440","20141121T000000",637850,5,3.25,3340,4900,"2",0,2,3,9,2500,840,2014,0,"98065",47.5193,-121.877,3220,5200 +"3448900290","20140828T000000",636230,4,2.5,2840,6284,"2",0,0,3,9,2840,0,2013,0,"98056",47.5135,-122.169,2790,7168 +"0263000006","20141216T000000",375000,3,2.5,1530,1131,"3",0,0,3,8,1530,0,2009,0,"98103",47.6993,-122.346,1530,1445 +"1972200882","20140604T000000",586500,3,2.5,1780,1487,"3",0,0,3,8,1600,180,2006,0,"98107",47.6539,-122.351,1780,1300 +"7853270630","20150120T000000",544000,4,2.5,2340,6973,"2",0,0,3,8,1930,410,2005,0,"98065",47.5451,-121.882,2950,6908 +"7852130430","20140806T000000",425000,4,2.5,2390,5021,"2",0,0,3,7,2390,0,2002,0,"98065",47.5353,-121.879,2520,5333 +"7383450250","20150311T000000",374950,4,2.5,2090,3777,"2",0,0,3,8,2090,0,2012,0,"98038",47.3595,-122.042,2160,3993 +"3449000010","20150312T000000",294570,3,1,1140,8400,"1",0,0,4,7,1140,0,1960,0,"98059",47.5022,-122.144,1400,9000 +"2690100170","20141013T000000",300000,3,2.5,1960,1477,"2",0,0,3,7,1670,290,2012,0,"98059",47.4873,-122.166,1980,1467 +"9578500920","20140910T000000",395950,5,3.5,2738,6031,"2",0,0,3,8,2738,0,2014,0,"98023",47.2962,-122.35,2738,5201 +"8562900430","20140718T000000",800000,4,2.5,3691,11088,"2",0,1,3,8,3691,0,2013,0,"98074",47.6122,-122.059,3190,11270 +"1442880380","20140730T000000",439990,3,2.5,2340,5171,"2",0,0,3,8,2340,0,2013,0,"98045",47.4832,-121.772,2790,5684 +"3204930170","20141106T000000",680000,4,3.5,2510,3763,"2",0,0,3,8,1990,520,2013,0,"98052",47.7002,-122.103,2560,3820 +"4449800480","20150318T000000",677790,6,3,2800,4213,"2",0,0,3,8,2800,0,1998,0,"98117",47.6892,-122.389,1440,3960 +"3862710010","20150501T000000",424950,3,2.5,1650,4777,"2",0,0,3,8,1650,0,2013,0,"98065",47.5336,-121.841,1800,3331 +"0301402280","20150331T000000",223990,2,2.25,1061,2884,"2",0,0,3,7,1061,0,2013,0,"98002",47.346,-122.218,1481,2887 +"2867300170","20150513T000000",498000,4,2.5,3402,14355,"2",0,0,3,10,2846,556,2014,0,"98023",47.3009,-122.385,3402,8487 +"5635100080","20141031T000000",359950,4,2.5,2542,6120,"2",0,0,3,8,2542,0,2014,0,"98030",47.3751,-122.188,2419,8984 +"1624079024","20140515T000000",720000,3,2.5,3150,151588,"2",0,0,3,9,3150,0,2007,0,"98024",47.572,-121.926,2410,208652 +"9211010840","20141112T000000",530000,4,2.5,3010,9000,"2",0,0,3,8,3010,0,2008,0,"98059",47.4987,-122.147,3250,5531 +"7697000020","20141007T000000",295000,3,2.5,1660,4898,"2",0,0,3,7,1660,0,2011,0,"98038",47.3588,-122.044,1810,4462 +"3832050130","20141021T000000",255500,3,2.5,1770,5000,"2",0,0,3,7,1770,0,2009,0,"98042",47.3358,-122.051,2230,5200 +"3630240020","20140521T000000",556000,3,3,1960,1168,"2",0,0,3,9,1600,360,2007,0,"98027",47.5445,-122.014,2080,1423 +"1389600080","20140710T000000",277950,4,2.5,1889,6000,"2",0,0,3,7,1889,0,2012,0,"98001",47.2676,-122.256,1990,6350 +"2781230080","20150408T000000",431000,4,2.5,3040,6000,"2",0,0,3,9,3040,0,2007,0,"98038",47.3473,-122.03,2640,6000 +"7203100660","20141117T000000",780000,4,2.75,3420,6787,"2",0,0,3,9,3420,0,2010,0,"98053",47.6962,-122.023,3450,6137 +"1806900502","20141014T000000",649000,3,3.25,1720,936,"2",0,0,3,8,1030,690,2004,0,"98112",47.6201,-122.309,1720,1527 +"3022800010","20140714T000000",447000,3,2.5,1740,3043,"2",0,0,3,7,1740,0,2012,0,"98011",47.744,-122.181,1920,2869 +"6666830250","20140505T000000",712198,4,2.5,2450,4247,"2",0,0,3,8,2450,0,2013,0,"98052",47.7048,-122.113,2970,4685 +"7242800020","20140815T000000",277140,3,1.5,1190,785,"2",0,0,3,8,920,270,2014,0,"98052",47.6781,-122.117,2820,5626 +"2867300190","20140528T000000",363000,4,2.5,3753,7204,"2",0,0,3,10,3336,417,2008,0,"98023",47.3011,-122.385,3494,9375 +"8564860130","20150202T000000",598992,5,3.5,3440,6037,"2",0,0,3,9,3440,0,2014,0,"98045",47.4765,-121.734,3270,6037 +"2770603522","20141211T000000",585000,3,2.5,2160,1250,"3",0,0,3,8,1830,330,2010,0,"98119",47.6515,-122.375,1870,2825 +"9544200422","20140731T000000",1.27495e+006,4,2.75,3820,8850,"2",0,0,3,10,3820,0,2014,0,"98033",47.6506,-122.195,2330,12000 +"4253400104","20150212T000000",380950,2,2,1120,1039,"2",0,0,3,7,840,280,2007,0,"98144",47.5788,-122.315,1130,5400 +"1085622890","20140708T000000",333490,4,2.5,2250,3916,"2",0,0,3,8,2250,0,2014,0,"98003",47.3413,-122.18,2156,3920 +"9268851630","20140604T000000",520000,3,3.25,1540,1487,"2",0,0,3,8,1540,0,2011,0,"98027",47.5397,-122.027,1620,1104 +"8562780190","20141007T000000",315000,2,2.25,1240,705,"2",0,0,3,7,1150,90,2009,0,"98027",47.5321,-122.073,1240,750 +"2767600686","20150331T000000",487000,2,1.5,1160,1118,"2",0,0,3,8,1020,140,2007,0,"98117",47.6754,-122.375,1210,1118 +"7207900080","20140808T000000",424950,5,3.5,2760,3865,"2.5",0,0,3,8,2760,0,2013,0,"98056",47.5049,-122.17,2590,4587 +"2770601457","20150210T000000",542300,3,2.25,1580,1487,"3",0,0,3,9,1580,0,2013,0,"98199",47.6514,-122.386,1600,1525 +"1773100920","20141211T000000",320000,3,3.25,1480,1192,"2",0,0,3,8,1180,300,2013,0,"98106",47.5556,-122.363,1330,1094 +"1024069027","20140723T000000",1.13999e+006,4,3.25,3740,11467,"2",0,0,3,10,3740,0,2014,0,"98029",47.581,-122.022,2510,27520 +"7853361310","20141215T000000",425000,4,2.5,1950,5000,"2",0,0,3,8,1950,0,2012,0,"98065",47.515,-121.872,2710,5000 +"6824100029","20141031T000000",474950,3,3,1530,1568,"3",0,0,3,8,1530,0,2012,0,"98117",47.6998,-122.367,1460,1224 +"0255450250","20140804T000000",307635,3,2.5,1820,4200,"2",0,0,3,8,1820,0,2014,0,"98038",47.3693,-122.017,2370,4200 +"2428100130","20141210T000000",834538,3,2.5,2760,6187,"2",0,0,3,10,2760,0,2014,0,"98075",47.5821,-122.047,2760,6600 +"1042700050","20140723T000000",769995,5,2.75,3010,5398,"2",0,0,3,9,3010,0,2014,0,"98074",47.6067,-122.053,3360,5407 +"7853280250","20150424T000000",820875,5,3.25,3860,9387,"2",0,2,3,9,3860,0,2006,0,"98065",47.538,-121.858,3860,8979 +"7853410170","20150316T000000",595500,4,2.5,2490,6537,"2",0,0,3,8,2490,0,2013,0,"98065",47.5185,-121.884,2520,5848 +"2708450020","20140912T000000",450000,4,2.5,3236,9608,"2",0,0,3,10,3236,0,2005,0,"98030",47.3838,-122.195,3236,9660 +"7852140170","20150421T000000",695000,4,2.5,2830,14538,"2",0,0,3,8,2830,0,2003,0,"98065",47.5405,-121.882,2270,6939 +"1459920010","20150323T000000",300000,3,2,1451,7159,"1",0,0,3,7,1451,0,2010,0,"98042",47.3754,-122.163,2303,6126 +"3438500250","20140623T000000",515000,5,3.25,2910,5027,"2",0,0,3,8,2040,870,2013,0,"98106",47.5543,-122.359,2910,5027 +"1890000169","20140903T000000",545000,3,2.5,1280,1845,"3",0,0,3,8,1280,0,2009,0,"98105",47.662,-122.324,1450,1889 +"1250200414","20150218T000000",365000,3,2.25,1110,979,"2",0,0,3,7,960,150,2008,0,"98144",47.5999,-122.3,1170,1400 +"2564900470","20140714T000000",718500,4,2.75,2840,8800,"2",0,0,3,9,2840,0,2008,0,"98033",47.7029,-122.171,1840,7700 +"2895800780","20150401T000000",279800,3,1.75,1410,2052,"2",0,0,3,8,1410,0,2014,0,"98106",47.5171,-122.347,1410,1988 +"6306800050","20140925T000000",486940,4,2.5,3250,13360,"2",0,0,3,9,3250,0,2014,0,"98030",47.3524,-122.198,2612,14448 +"6928000605","20140626T000000",525000,4,2.75,3030,6625,"2",0,0,3,8,3030,0,2011,0,"98059",47.4815,-122.152,3030,9620 +"3814900950","20140725T000000",345000,4,2.5,1983,6002,"2",0,0,3,9,1983,0,2012,0,"98092",47.3281,-122.164,2502,4750 +"8562770080","20141030T000000",613000,3,3.25,2440,2812,"2",0,0,3,8,1710,730,2005,0,"98027",47.5362,-122.072,2440,2836 +"3831250130","20140825T000000",370000,3,2.5,2313,5700,"2",0,0,3,9,2313,0,2011,0,"98030",47.3572,-122.202,2323,5701 +"3629990020","20141002T000000",449500,3,2.25,1260,2556,"2",0,0,3,7,1260,0,2005,0,"98029",47.5482,-121.998,1630,2844 +"9532000010","20150416T000000",515000,3,2.5,2000,3837,"2",0,0,3,8,2000,0,2011,0,"98072",47.7713,-122.167,2210,4075 +"8562780430","20150504T000000",346100,2,1.75,1150,698,"2",0,0,3,7,1150,0,2013,0,"98027",47.5323,-122.071,1150,757 +"2781230020","20141209T000000",398500,4,2.5,2820,6666,"2",0,0,3,9,2820,0,2007,0,"98038",47.3473,-122.031,1880,7200 +"8658301060","20140820T000000",310000,2,1.75,1160,2500,"2",0,0,3,7,1160,0,2008,0,"98014",47.6489,-121.911,970,7500 +"0301402140","20150226T000000",250000,3,2.25,1481,2820,"2",0,0,3,7,1481,0,2012,0,"98002",47.3457,-122.217,1481,2889 +"8923600020","20140806T000000",1.88e+006,5,3.5,4390,6220,"2",0,3,3,9,3170,1220,2013,0,"98115",47.6789,-122.273,2740,6448 +"8725950020","20140827T000000",695000,2,1.75,1570,1207,"3",0,0,3,9,1570,0,2007,0,"98004",47.6215,-122.201,1570,1206 +"1121000357","20140827T000000",1.085e+006,4,3,3410,6541,"2",0,2,3,9,2680,730,2007,0,"98126",47.5416,-122.38,2300,6345 +"1042700290","20140804T000000",864327,5,3.25,3480,6507,"2",0,0,3,9,3480,0,2014,0,"98074",47.607,-122.053,3360,5398 +"7308600010","20140616T000000",749995,4,3.25,3430,9870,"2",0,0,3,9,3430,0,2014,0,"98011",47.776,-122.173,3360,9724 +"7708210050","20140610T000000",525000,5,2.75,2880,8364,"2",0,0,3,9,2880,0,2006,0,"98059",47.4893,-122.147,3010,8296 +"5631500285","20141121T000000",659950,3,2.5,2990,9413,"2",0,0,3,10,2990,0,2006,0,"98028",47.7341,-122.234,1940,9600 +"0524059063","20140506T000000",1.8e+006,5,5,4490,10279,"2",0,0,3,10,3930,560,2013,0,"98004",47.5974,-122.202,2490,10279 +"7203160190","20141029T000000",950000,5,4,4100,8120,"2",0,0,3,9,4100,0,2011,0,"98053",47.6917,-122.02,4100,7625 +"1692900095","20140618T000000",1.39995e+006,4,2.75,3870,10046,"2",0,0,3,11,3870,0,2005,0,"98033",47.6651,-122.191,3560,10046 +"3438500346","20140702T000000",265050,2,1.5,800,2119,"2",0,0,3,7,800,0,2008,0,"98106",47.554,-122.362,1020,4800 +"9268850290","20150306T000000",450000,3,2.25,1620,1057,"3",0,0,3,8,1540,80,2009,0,"98027",47.5396,-122.026,1390,942 +"2419700080","20150505T000000",915000,4,2.5,2910,4356,"3",0,0,3,8,2910,0,2010,0,"98034",47.6705,-122.146,2840,4181 +"1235700052","20140630T000000",963000,4,3.25,3530,8589,"2",0,0,3,10,3530,0,2007,0,"98033",47.6975,-122.195,2470,9019 +"4233800020","20141008T000000",270000,4,2.5,2701,5821,"2",0,0,3,7,2701,0,2013,0,"98092",47.2873,-122.177,2566,5843 +"3278612570","20140724T000000",294000,2,2.5,1380,889,"2",0,0,3,7,1140,240,2012,0,"98126",47.5441,-122.369,1580,1397 +"6638900461","20140605T000000",700000,3,2.5,2050,4185,"2",0,0,3,9,2050,0,2011,0,"98117",47.6922,-122.371,1150,5000 +"4233600190","20150316T000000",1.065e+006,3,4,3370,8252,"2",0,0,3,10,3370,0,2014,0,"98075",47.5965,-122.013,3710,8252 +"7987400285","20150429T000000",494900,3,2.5,2040,2500,"2",0,0,3,7,1470,570,2008,0,"98126",47.573,-122.372,1410,2500 +"9532000500","20140801T000000",415000,3,2.5,1610,3600,"2",0,0,3,8,1610,0,2010,0,"98072",47.771,-122.169,2210,3600 +"8564860280","20140502T000000",459990,3,2.5,2680,5539,"2",0,0,3,8,2680,0,2013,0,"98045",47.4761,-121.734,2990,6037 +"8691440440","20141003T000000",882990,4,3.5,3560,6562,"2",0,0,3,10,3560,0,2014,0,"98075",47.5929,-121.974,3710,6562 +"1099950050","20141229T000000",620000,4,3.5,3880,8244,"2",0,0,3,10,3060,820,2007,0,"98019",47.7426,-121.976,3180,10947 +"3304040130","20150212T000000",375900,3,2,1824,7120,"1",0,0,3,9,1824,0,2010,0,"98001",47.3457,-122.27,2409,6264 +"8562790480","20141006T000000",654000,3,2.5,2220,2873,"2",0,0,3,10,2010,210,2012,0,"98027",47.5311,-122.074,2290,3213 +"4457300005","20150325T000000",1.8399e+006,4,3.25,4140,11007,"2",0,0,3,10,4140,0,2013,0,"98040",47.5707,-122.217,2150,9663 +"8856003839","20141210T000000",215000,3,2.5,1322,6006,"2",0,0,3,7,1322,0,2009,0,"98001",47.2706,-122.254,1440,6796 +"1972200728","20141124T000000",630500,3,2.5,1909,1300,"3",0,0,3,8,1766,143,2006,0,"98103",47.6538,-122.352,1780,1248 +"8691420050","20141107T000000",855000,4,3.5,3460,7702,"2",0,0,3,10,3460,0,2010,0,"98075",47.5942,-121.977,3380,7464 +"6601200020","20150127T000000",235245,4,2.5,1954,5075,"2",0,0,3,8,1954,0,2007,0,"98001",47.2606,-122.253,1934,5000 +"0200480020","20140710T000000",770000,5,2.5,3000,7912,"1",0,0,3,9,1610,1390,2007,0,"98033",47.6765,-122.175,2700,7205 +"7203170190","20140619T000000",734990,4,2.5,2650,6884,"2",0,0,3,8,2650,0,2012,0,"98053",47.6901,-122.015,2520,5866 +"3885802134","20150109T000000",880000,4,2.5,2580,3436,"2",0,0,3,8,2580,0,2013,0,"98033",47.6853,-122.21,1780,5772 +"9578060420","20150114T000000",525000,4,3,2650,4924,"2",0,0,3,8,2650,0,2011,0,"98028",47.7734,-122.238,2380,4733 +"3630200080","20140807T000000",775000,4,3.5,3390,3960,"2",0,0,3,10,3390,0,2008,0,"98027",47.5406,-121.995,2990,3400 +"3876900089","20150430T000000",687015,3,1.75,1470,873,"3",0,0,3,10,1470,0,2009,0,"98119",47.6256,-122.362,1410,967 +"3630130130","20141112T000000",663000,3,2.5,1910,5125,"2",0,0,3,9,1910,0,2006,0,"98029",47.5481,-121.995,1910,3215 +"3326059253","20150330T000000",815000,4,2.5,3030,7187,"2",0,0,3,9,3030,0,2005,0,"98033",47.6934,-122.166,3030,7187 +"2224069109","20150427T000000",1.05e+006,4,3.25,2930,25020,"2",0,0,3,9,2930,0,2013,0,"98029",47.5514,-122.023,2400,32374 +"3862700020","20150423T000000",433190,3,2.5,1650,2787,"2",0,0,3,8,1650,0,2014,0,"98065",47.5336,-121.838,1760,2787 +"3629980080","20141210T000000",725000,4,2.5,2870,5118,"2",0,0,3,9,2870,0,2006,0,"98029",47.5544,-121.99,2940,4800 +"7299600950","20150408T000000",279950,3,2.5,1608,4800,"2",0,0,3,8,1608,0,2013,0,"98092",47.2585,-122.201,2009,4800 +"5528600005","20150327T000000",272167,2,2.5,1620,3795,"2",0,0,3,7,1620,0,2014,0,"98027",47.5321,-122.034,1620,6000 +"3052700419","20140616T000000",468500,3,2.5,1350,1186,"2",0,0,3,8,1120,230,2007,0,"98117",47.6786,-122.375,1500,1605 +"9542840630","20140602T000000",298000,3,2.5,1950,3600,"2",0,0,3,7,1950,0,2010,0,"98038",47.3658,-122.021,1870,4184 +"7896300592","20150114T000000",303500,6,4.5,3390,7200,"2",0,0,3,8,2440,950,2007,0,"98118",47.5205,-122.288,2040,7214 +"9268850480","20150410T000000",308000,3,1.75,1300,1237,"2",0,0,3,7,1060,240,2008,0,"98027",47.539,-122.026,1350,942 +"3629700020","20150415T000000",646800,3,3,2230,1407,"2.5",0,0,3,8,1850,380,2014,0,"98027",47.5446,-122.017,2230,1407 +"8648900010","20150102T000000",530200,4,2.5,1880,3853,"2",0,0,3,8,1880,0,2010,0,"98027",47.5636,-122.094,1890,3078 +"5422950170","20141112T000000",405000,5,2.5,3370,5092,"2",0,0,3,7,3370,0,2006,0,"98038",47.3594,-122.036,2910,5092 +"2768200213","20140724T000000",529000,2,2.5,1320,1395,"2",0,0,3,8,990,330,2014,0,"98107",47.6689,-122.362,1550,1519 +"0642150080","20140908T000000",675900,3,2.5,2920,9096,"2",0,0,3,9,2920,0,2013,0,"98059",47.4855,-122.149,2930,7995 +"2770601912","20150402T000000",570000,3,3.25,1550,1280,"2",0,0,3,9,1220,330,2013,0,"98199",47.6493,-122.384,1550,1579 +"3304040020","20141226T000000",375500,4,2.5,2301,6452,"2",0,0,3,9,2301,0,2010,0,"98001",47.346,-122.269,2650,6054 +"3629960170","20141021T000000",445000,3,3.25,1710,1960,"2",0,0,3,8,1360,350,2004,0,"98029",47.5479,-122.003,1420,955 +"1238900130","20150105T000000",1.1e+006,4,3.75,2890,4164,"2",0,0,3,9,2240,650,2013,0,"98033",47.676,-122.197,2354,3207 +"6056100114","20140825T000000",477000,3,2.5,2100,5060,"2",0,0,3,7,2100,0,2006,0,"98108",47.563,-122.298,1520,2468 +"4140940130","20141121T000000",450000,3,2.75,2240,3360,"2",0,0,3,8,2100,140,2014,0,"98178",47.4999,-122.232,1790,5873 +"6824100007","20150326T000000",427005,3,3,1460,1200,"3",0,0,3,8,1460,0,2006,0,"98117",47.7,-122.367,1460,1245 +"1959700225","20150224T000000",720000,3,1.75,1370,1990,"3",0,0,3,9,1370,0,2014,0,"98102",47.6434,-122.324,1730,1990 +"0518500460","20141008T000000",2.23e+006,3,3.5,3760,5634,"2",1,4,3,11,2830,930,2014,0,"98056",47.5285,-122.205,3560,5762 +"0923059252","20140527T000000",450800,4,3.25,2510,5311,"2",0,0,3,9,2510,0,2009,0,"98056",47.5028,-122.17,1590,9583 +"3052700213","20140829T000000",461100,2,2.25,1210,1267,"2",0,0,3,8,1120,90,2010,0,"98117",47.6783,-122.376,1360,1349 +"2428100080","20141001T000000",1.0616e+006,4,3,2990,6695,"2",0,0,3,10,2990,0,2014,0,"98075",47.5817,-122.047,2760,6600 +"9276202130","20150408T000000",590000,3,2.5,1710,2875,"2",0,0,3,8,1710,0,2006,0,"98116",47.5787,-122.392,1640,5750 +"3845100670","20140716T000000",478830,4,2.5,3274,4950,"2",0,0,3,9,3274,0,2014,0,"98092",47.2603,-122.195,2578,4200 +"4319200675","20140709T000000",760000,4,2.25,3300,8365,"3",0,0,3,9,3300,0,2014,0,"98126",47.5363,-122.377,1290,8369 +"0323059327","20140703T000000",1.025e+006,4,3.5,4370,10860,"2",0,0,3,11,4370,0,2008,0,"98059",47.5066,-122.148,3560,8070 +"3448720020","20140613T000000",385000,4,2.5,2050,5276,"2",0,0,3,7,2050,0,2006,0,"98059",47.491,-122.15,2480,5447 +"7234600832","20140516T000000",500000,2,2.5,1310,1500,"2",0,0,3,8,1160,150,2006,0,"98122",47.6112,-122.309,1320,1581 +"4045500950","20150415T000000",425000,3,1.5,1680,8000,"1.5",0,0,3,7,1680,0,2012,0,"98014",47.6923,-121.869,1990,26336 +"7234600098","20140905T000000",552100,3,3,1330,1379,"2",0,0,4,8,1120,210,2005,0,"98122",47.6126,-122.313,1810,1770 +"0666000143","20141229T000000",785000,3,3,1950,1983,"3",0,0,3,9,1610,340,2009,0,"98004",47.6078,-122.202,2040,2131 +"3343903611","20150323T000000",615000,5,3.25,3090,7069,"2",0,0,3,9,3090,0,2012,0,"98056",47.5114,-122.196,2480,8000 +"1760650950","20150423T000000",309000,3,2.5,1950,3825,"2",0,0,3,7,1950,0,2013,0,"98042",47.3588,-122.082,1950,3825 +"5100403818","20150220T000000",369500,3,2,1108,1128,"3",0,0,3,7,1108,0,2009,0,"98115",47.6961,-122.318,1285,1253 +"2325400170","20150211T000000",391000,4,2.25,2190,3850,"2",0,0,3,7,2190,0,2006,0,"98059",47.4861,-122.161,2190,3980 +"5700000446","20141029T000000",465000,3,1.75,1590,1322,"2",0,0,3,8,1060,530,2014,0,"98144",47.5753,-122.294,1530,5400 +"9492500010","20140606T000000",879950,4,2.75,3010,7215,"2",0,0,3,9,3010,0,2014,0,"98033",47.6952,-122.178,3010,7215 +"2461900446","20141023T000000",372000,3,2,1330,1042,"2",0,0,3,8,1060,270,2014,0,"98136",47.5522,-122.382,1440,2428 +"8669160170","20140522T000000",259000,3,2.5,1550,3569,"2",0,0,3,7,1550,0,2011,0,"98002",47.3528,-122.211,2095,3402 +"3644100101","20140707T000000",374000,2,1.5,1260,1575,"2",0,0,3,7,1260,0,2001,0,"98144",47.5914,-122.295,1220,1740 +"7852090680","20150305T000000",561000,4,2.5,2550,5395,"2",0,0,3,8,2550,0,2001,0,"98065",47.5355,-121.874,2850,6109 +"5693501028","20150403T000000",610000,3,2.5,1300,1331,"3",0,0,3,8,1300,0,2007,0,"98103",47.6607,-122.352,1450,5270 +"3629700080","20150108T000000",635000,3,3,2230,1407,"2.5",0,0,3,8,1850,380,2014,0,"98027",47.5446,-122.017,2290,1407 +"3278600680","20140627T000000",235000,1,1.5,1170,1456,"2",0,0,3,8,1070,100,2007,0,"98126",47.5493,-122.372,1360,1730 +"2738640470","20140716T000000",623300,4,3.5,4170,4524,"2",0,0,3,9,3500,670,2007,0,"98072",47.7726,-122.162,3510,5001 +"7853320950","20141023T000000",412500,3,2,1680,5246,"1",0,0,3,7,1680,0,2007,0,"98065",47.5206,-121.868,2430,6883 +"5635100050","20141121T000000",380000,4,3.25,2864,8035,"3",0,0,3,8,2864,0,2014,0,"98030",47.3746,-122.189,2419,8984 +"3629990280","20140623T000000",497000,3,2.25,1630,3817,"2",0,0,3,7,1630,0,2005,0,"98029",47.5485,-121.999,1630,3348 +"6306800020","20141111T000000",452000,4,2.5,2716,7850,"2",0,0,3,9,2716,0,2014,0,"98030",47.352,-122.197,2580,14448 +"7697000170","20141025T000000",312000,3,2.5,1750,4076,"2",0,0,3,7,1750,0,2013,0,"98038",47.3597,-122.045,1810,4090 +"5057100080","20140919T000000",469950,5,3,3223,6371,"2",0,0,3,9,3223,0,2014,0,"98042",47.3588,-122.163,1979,19030 +"5276200020","20140805T000000",775000,5,2.5,2600,4284,"2",0,0,3,9,2600,0,2014,0,"98136",47.5409,-122.39,1620,5000 +"5727500006","20150427T000000",679990,4,2.75,3320,8653,"2",0,0,3,8,3320,0,2014,0,"98133",47.7521,-122.334,2140,8727 +"9268850130","20140627T000000",288790,4,2,1350,942,"3",0,0,3,7,1350,0,2008,0,"98027",47.5401,-122.026,1390,942 +"9293000170","20150408T000000",800000,5,2.5,3410,4726,"2",0,0,3,9,3410,0,2007,0,"98006",47.5459,-122.184,2810,5129 +"7299601870","20150427T000000",299000,3,2.5,1572,4000,"2",0,0,3,8,1572,0,2013,0,"98092",47.2615,-122.198,1608,5175 +"1760650500","20150129T000000",332000,4,2.5,2300,4482,"2",0,0,3,7,2300,0,2013,0,"98042",47.3599,-122.082,2300,3825 +"7174800094","20150420T000000",525000,1,1.5,1030,5923,"1",0,0,3,8,1030,0,1940,0,"98105",47.6653,-122.305,2650,5000 +"6909200007","20140903T000000",620000,3,1.75,1458,858,"2",0,0,3,8,950,508,2014,0,"98144",47.592,-122.293,1458,3000 +"7853321150","20141103T000000",452000,4,2.5,2190,6896,"2",0,0,3,7,2190,0,2007,0,"98065",47.5191,-121.869,2190,5900 +"1105000402","20141028T000000",630000,4,3,3640,5096,"2",0,0,3,8,2740,900,2010,0,"98118",47.5428,-122.27,1910,9189 +"1442870420","20140724T000000",485000,4,2.75,2790,7803,"2",0,0,3,8,2790,0,2013,0,"98045",47.4823,-121.772,2620,6178 +"3682000050","20141013T000000",349950,4,2.5,2632,4117,"2",0,0,3,8,2632,0,2013,0,"98001",47.3428,-122.278,2040,5195 +"1442880080","20140701T000000",499990,4,2.75,2910,6334,"2",0,0,3,8,2910,0,2013,0,"98045",47.4826,-121.771,2790,6352 +"7169500020","20141205T000000",510000,2,2.25,1470,1101,"2",0,0,3,8,1340,130,2005,0,"98115",47.6768,-122.301,1470,1582 +"2911700010","20150303T000000",1.08e+006,3,2.5,2240,21477,"2",0,2,3,8,2240,0,1995,0,"98006",47.5745,-122.18,2930,21569 +"9578060470","20140508T000000",494000,3,2.5,2310,4729,"2",0,0,3,8,2310,0,2011,0,"98028",47.7734,-122.237,2440,4711 +"1776460190","20140626T000000",429900,3,2.5,2370,5353,"2",0,0,3,8,2370,0,2009,0,"98019",47.7333,-121.975,2130,6850 +"3449500050","20141015T000000",505000,4,2.75,2980,9825,"1",0,0,3,8,1910,1070,2007,0,"98056",47.5073,-122.172,2580,12231 +"2309710130","20140715T000000",272000,4,2,1870,6551,"1",0,3,3,7,1870,0,2009,0,"98022",47.1934,-121.977,2280,5331 +"1972201511","20150210T000000",671500,3,2.5,1770,1714,"3",0,0,3,8,1770,0,2012,0,"98103",47.6532,-122.348,1720,3360 +"7852120050","20150311T000000",729950,4,3.5,3510,10010,"2",0,0,3,10,3510,0,2001,0,"98065",47.5412,-121.876,4200,9935 +"3814900660","20140721T000000",471835,4,2.5,3281,5354,"2",0,0,3,9,3281,0,2014,0,"98092",47.3273,-122.163,2598,4815 +"8141310080","20141103T000000",249950,3,2,1670,4438,"1",0,0,3,7,1670,0,2014,0,"98022",47.1948,-121.974,1670,4558 +"7207900050","20140808T000000",424950,5,3.5,2760,3846,"2.5",0,0,3,8,2760,0,2013,0,"98056",47.5047,-122.17,2760,4587 +"2424059163","20140709T000000",1.24e+006,5,3.5,5430,10327,"2",0,2,3,10,4010,1420,2007,0,"98006",47.5476,-122.116,4340,10324 +"2140950130","20140911T000000",440000,4,2.5,2990,7928,"2",0,0,3,9,2990,0,2011,0,"98010",47.3139,-122.024,2810,7401 +"1776230190","20150408T000000",495000,4,3.5,3170,3858,"2",0,0,3,8,2530,640,2008,0,"98059",47.5049,-122.155,2640,3844 +"3524039224","20140513T000000",870000,4,2.5,3520,6773,"2.5",0,0,3,9,2650,870,2006,0,"98136",47.5317,-122.391,2930,6458 +"5694500840","20141125T000000",559000,2,3,1650,960,"3",0,0,3,8,1350,300,2015,0,"98103",47.6611,-122.346,1650,3000 +"4014400381","20140507T000000",495000,4,2.75,2656,21195,"2",0,0,3,9,2656,0,2014,0,"98001",47.3162,-122.272,1860,16510 +"2838000130","20150213T000000",722000,3,2.5,2230,4850,"2",0,0,3,8,2230,0,2014,0,"98133",47.7295,-122.334,2230,4513 +"8562770430","20140702T000000",567500,3,2.5,2280,2502,"2",0,0,3,8,1880,400,2006,0,"98027",47.5364,-122.073,2280,2812 +"1402970020","20141217T000000",440000,4,2.5,2798,5085,"2",0,0,3,9,2798,0,2011,0,"98092",47.3308,-122.187,2502,5707 +"3943600020","20140829T000000",400000,4,2.5,2398,5988,"2",0,0,3,8,2398,0,2008,0,"98055",47.452,-122.204,2370,5988 +"1438000430","20141006T000000",459995,4,2.5,2350,3760,"2",0,0,3,8,2350,0,2014,0,"98059",47.4786,-122.123,2590,4136 +"1601600167","20140507T000000",365000,5,2.75,2410,5003,"1",0,0,3,7,1410,1000,2008,0,"98118",47.5298,-122.274,1590,5003 +"1773100541","20150417T000000",389950,3,2.25,1580,920,"3",0,0,3,8,1580,0,2015,0,"98106",47.5578,-122.363,1250,1150 +"1773100924","20140708T000000",320000,3,3.25,1450,1387,"2",0,0,3,8,1180,270,2013,0,"98106",47.5556,-122.362,1450,1198 +"0982850080","20140613T000000",415500,4,2.5,1750,4779,"2",0,0,3,7,1750,0,2009,0,"98028",47.7608,-122.232,1580,4687 +"7628700050","20150309T000000",775000,3,2.5,3020,4120,"2",0,0,3,9,2360,660,2008,0,"98126",47.5714,-122.373,2280,4120 +"8673400020","20150311T000000",590000,3,3,1740,1100,"3",0,0,3,8,1740,0,2007,0,"98107",47.67,-122.391,1370,1180 +"8725950170","20150123T000000",950000,2,2.25,2200,2043,"2",0,0,3,9,1760,440,2007,0,"98004",47.6213,-122.2,2020,1957 +"6306800080","20140806T000000",378950,4,2.5,1867,15314,"2",0,0,3,9,1867,0,2013,0,"98030",47.3524,-122.198,2616,8048 +"3362401763","20140508T000000",441750,2,1.5,1020,1060,"3",0,0,3,8,1020,0,2008,0,"98103",47.6801,-122.348,1340,1415 +"0301401630","20141031T000000",335900,4,2.75,2475,4000,"2",0,0,3,7,2475,0,2014,0,"98002",47.345,-122.209,2475,4000 +"6056110780","20140627T000000",229800,2,1.75,1110,1773,"2",0,0,3,8,1110,0,2014,0,"98108",47.5647,-122.293,1420,2855 +"6819100352","20150310T000000",645000,3,2.5,1900,1258,"2.5",0,0,3,7,1700,200,2007,0,"98119",47.6465,-122.358,1780,1877 +"9297302031","20150423T000000",448000,3,3.25,1560,1345,"2",0,0,3,8,1260,300,2009,0,"98126",47.5637,-122.375,1560,4800 +"7203150080","20141216T000000",706000,4,2.5,2510,5436,"2",0,0,3,8,2510,0,2011,0,"98053",47.6894,-122.016,2520,5436 +"2937300050","20150227T000000",988990,4,4.75,4150,6303,"3",0,0,3,9,4150,0,2014,0,"98052",47.7047,-122.123,3570,6285 +"9521100029","20140716T000000",716000,3,3,1660,1849,"3",0,0,3,9,1660,0,2013,0,"98103",47.6649,-122.353,1660,3300 +"0832700170","20150421T000000",319000,2,1.5,1090,847,"3",0,0,3,8,1090,0,2009,0,"98133",47.7235,-122.352,1090,1118 +"6817750440","20141014T000000",300000,4,2.5,1914,3272,"2",0,0,3,8,1914,0,2009,0,"98055",47.4297,-122.189,1714,3250 +"0123059127","20140502T000000",625000,4,3.25,2730,54014,"1",0,0,3,9,1560,1170,2007,0,"98059",47.5133,-122.11,2730,111274 +"3630200430","20140514T000000",773000,3,2.75,2470,3600,"2",0,0,3,9,2470,0,2007,0,"98029",47.5406,-121.994,2570,3600 +"3448740430","20140925T000000",392000,5,2.5,2340,5670,"2",0,0,3,7,2340,0,2009,0,"98059",47.4913,-122.152,2190,4869 +"1438000190","20140911T000000",549995,4,3.5,2660,5690,"2",0,0,3,8,1920,740,2014,0,"98059",47.4775,-122.122,2970,5690 +"7853320250","20140920T000000",480000,3,2.5,2410,4656,"2",0,0,3,7,2410,0,2009,0,"98065",47.5203,-121.874,2410,4840 +"0100300280","20141020T000000",355000,3,2.25,1430,4777,"2",0,0,3,7,1430,0,2010,0,"98059",47.4867,-122.152,1639,3854 +"8862500280","20141230T000000",208400,2,2.5,1570,1268,"3",0,0,3,7,1570,0,2007,0,"98106",47.534,-122.365,1570,1300 +"1042700080","20140822T000000",831548,5,2.75,3010,4919,"2",0,0,3,9,3010,0,2014,0,"98074",47.6067,-122.052,3230,5415 +"4051150080","20141117T000000",279500,4,2.5,1613,4338,"2",0,0,3,7,1613,0,2009,0,"98042",47.3859,-122.162,1427,4341 +"5592200010","20150227T000000",445000,3,2.5,2380,5269,"2",0,0,3,8,2380,0,2008,0,"98056",47.5066,-122.192,2150,7600 +"7787920080","20140616T000000",492500,5,2.5,2570,9962,"2",0,0,3,8,2570,0,2006,0,"98019",47.7275,-121.957,2890,9075 +"3448740190","20140709T000000",435000,4,2.5,2550,5200,"2",0,0,3,7,2550,0,2009,0,"98059",47.4919,-122.153,2550,4660 +"8822900122","20150512T000000",325000,3,2.25,1330,969,"3",0,0,3,7,1330,0,2007,0,"98125",47.7177,-122.292,1310,1941 +"4083300098","20141117T000000",453000,2,1.5,1160,1269,"2",0,0,3,7,970,190,2005,0,"98103",47.6608,-122.335,1700,3150 +"1438000170","20140822T000000",612995,5,3.5,3240,6919,"2",0,0,3,8,2760,480,2014,0,"98059",47.4779,-122.122,2970,5690 +"7853360480","20140904T000000",540000,4,2.5,2710,9248,"2",0,0,3,7,2710,0,2011,0,"98065",47.5164,-121.875,2710,5000 +"0522059130","20150429T000000",465000,3,1,1150,18200,"1",0,0,5,7,1150,0,1959,0,"98058",47.4262,-122.187,1714,18200 +"4385700185","20140812T000000",799950,3,2.25,1860,1386,"3",0,0,3,9,1860,0,2014,0,"98112",47.6368,-122.279,1680,3080 +"2768301476","20141124T000000",495000,3,2.25,1280,1517,"2",0,0,3,8,1080,200,2008,0,"98107",47.6651,-122.368,1280,1681 +"1862400541","20150228T000000",579950,3,2.5,1810,1585,"3",0,0,3,7,1810,0,2014,0,"98117",47.6957,-122.376,1560,1586 +"8562780280","20150220T000000",331000,2,2.25,1240,720,"2",0,0,3,7,1150,90,2008,0,"98027",47.5322,-122.072,1260,810 +"9528101061","20140825T000000",580000,4,3.5,1460,951,"3",0,0,3,8,1460,0,2008,0,"98115",47.6821,-122.326,1430,1282 +"6056110460","20150414T000000",669000,2,2.5,1640,1953,"2",0,0,3,10,1640,0,2014,0,"98118",47.5639,-122.292,1820,2653 +"2154970020","20140703T000000",2.35196e+006,4,4.25,5010,19412,"2",0,1,3,11,4000,1010,2014,0,"98040",47.5455,-122.211,3820,17064 +"5694500497","20150116T000000",539900,3,3.25,1300,1325,"2",0,0,3,8,1080,220,2005,0,"98103",47.6584,-122.346,1290,1323 +"7708200670","20140723T000000",490000,4,2.5,2510,4349,"2",0,0,3,8,2510,0,2010,0,"98059",47.4927,-122.147,2510,4314 +"8562770050","20140527T000000",627000,3,3.5,2710,3475,"2",0,0,3,8,1650,1060,2005,0,"98027",47.5359,-122.072,2440,2867 +"1441000470","20140728T000000",458000,4,3.5,3217,4000,"2",0,0,3,8,2587,630,2008,0,"98055",47.4483,-122.203,2996,5418 +"6056100293","20141110T000000",440000,3,2.5,1650,4929,"2",0,0,3,7,1520,130,2007,0,"98108",47.5634,-122.298,1520,2287 +"6600000050","20150310T000000",1.698e+006,4,3.5,3950,6240,"2",0,0,3,11,3950,0,2015,0,"98112",47.6221,-122.29,2040,6240 +"1732800199","20150511T000000",935000,2,2.5,1680,977,"3",0,0,3,9,1680,0,2009,0,"98119",47.632,-122.361,1680,977 +"7853360470","20150417T000000",641000,5,3.5,3420,6403,"2",0,2,3,8,2700,720,2013,0,"98065",47.5162,-121.874,2710,6038 +"3438501583","20140911T000000",452000,3,2.75,2300,5090,"2",0,0,3,8,1700,600,2007,0,"98106",47.545,-122.36,1530,9100 +"7853370250","20141223T000000",625000,4,2.75,3010,6854,"2",0,2,3,9,2570,440,2012,0,"98065",47.5171,-121.876,1830,2952 +"2387600010","20150303T000000",1.35e+006,4,3.5,4680,12495,"2",0,0,3,10,3040,1640,2008,0,"98033",47.6984,-122.206,3240,10749 +"8946780080","20140908T000000",834950,5,3.5,3630,4911,"2",0,0,3,9,2790,840,2014,0,"98034",47.718,-122.156,3600,4992 +"9402800005","20141028T000000",1.5e+006,3,3.5,3530,3610,"2",0,0,3,10,2370,1160,2008,0,"98103",47.6857,-122.339,1780,3610 +"5422950080","20140825T000000",305000,4,2.5,2280,3800,"2",0,0,3,7,2280,0,2006,0,"98038",47.3586,-122.036,2630,4045 +"2826079027","20141112T000000",659000,3,2.5,3090,384634,"2",0,0,3,8,3090,0,2007,0,"98019",47.7072,-121.927,2200,292645 +"6003000851","20140522T000000",353000,1,1,550,1279,"2",0,0,3,7,550,0,2008,0,"98122",47.616,-122.314,1460,1385 +"7394400080","20150304T000000",535000,4,3.25,2840,4000,"2",0,3,3,9,2330,510,2014,0,"98108",47.5529,-122.293,2160,4867 +"1238501184","20140708T000000",999000,4,2.5,3130,10849,"2",0,0,3,10,3130,0,2013,0,"98033",47.6828,-122.186,2470,9131 +"0263000009","20150129T000000",375000,3,2.5,1440,1102,"3",0,0,3,8,1440,0,2009,0,"98103",47.6995,-122.346,1440,1434 +"5101408889","20140616T000000",685000,4,3.5,2840,4637,"3",0,0,3,8,2840,0,2008,0,"98125",47.7033,-122.321,1730,5279 +"7299601410","20140808T000000",333000,4,2.5,2623,7184,"2",0,0,3,8,2623,0,2012,0,"98092",47.259,-122.202,2010,4939 +"9266700190","20150511T000000",245000,1,1,390,2000,"1",0,0,4,6,390,0,1920,0,"98103",47.6938,-122.347,1340,5100 +"2424059174","20150508T000000",1.99995e+006,4,3.25,5640,35006,"2",0,2,3,11,4900,740,2015,0,"98006",47.5491,-122.104,4920,35033 +"8562780290","20141015T000000",329950,2,2.25,1260,1032,"2",0,0,3,7,1170,90,2008,0,"98027",47.5323,-122.072,1240,809 +"5100400244","20150420T000000",403000,2,1,894,1552,"2",0,0,3,7,894,0,2011,0,"98115",47.6911,-122.313,1131,1992 +"3744000130","20141111T000000",559630,4,2.5,3370,4934,"2",0,0,3,9,3370,0,2014,0,"98038",47.3562,-122.022,2980,5046 +"0993001976","20140818T000000",344000,3,2.25,1250,871,"3",0,0,3,8,1250,0,2007,0,"98103",47.6907,-122.343,1250,1158 +"0525049174","20150402T000000",435000,3,1.5,1180,1231,"3",0,0,3,7,1180,0,2008,0,"98115",47.6845,-122.315,1280,3360 +"5393600562","20140522T000000",430000,2,2.5,1520,1588,"2",0,0,3,8,1240,280,2007,0,"98144",47.5825,-122.313,1660,6000 +"4187000190","20141117T000000",417000,3,2.5,2000,4500,"2",0,0,3,7,2000,0,2010,0,"98059",47.4937,-122.149,2230,4501 +"2862500190","20150409T000000",895950,5,2.75,3180,9255,"2",0,0,3,9,3180,0,2014,0,"98074",47.6232,-122.023,3180,7782 +"5045700470","20150319T000000",563950,4,2.75,3050,4750,"2",0,0,3,8,3050,0,2014,0,"98059",47.4857,-122.153,2730,5480 +"2924079034","20140925T000000",332220,3,1.5,2580,47480,"1",0,0,3,7,1360,1220,1953,0,"98024",47.5333,-121.933,1760,48181 +"8835770170","20140822T000000",1.488e+006,5,6,6880,279968,"2",0,3,3,12,4070,2810,2007,0,"98045",47.4624,-121.779,4690,256803 +"3630200480","20140612T000000",680000,3,2.5,2570,3600,"2.5",0,0,3,9,2570,0,2007,0,"98027",47.5412,-121.994,2570,3600 +"8562790080","20150209T000000",825750,4,3.5,2950,3737,"2",0,0,3,10,2270,680,2012,0,"98027",47.5313,-122.074,2580,3581 +"8165500780","20141209T000000",338000,3,2.5,1690,1760,"2",0,0,3,8,1410,280,2014,0,"98106",47.5387,-122.367,1740,1760 +"1442870050","20140718T000000",535365,4,2.75,2790,6969,"2",0,0,3,8,2790,0,2012,0,"98045",47.4836,-121.769,2620,6307 +"1704900303","20141211T000000",608000,3,2.25,1720,5234,"2",0,0,3,9,1240,480,2011,0,"98118",47.5547,-122.278,1720,5825 +"6132600655","20141016T000000",930000,3,2.25,2890,5000,"3",0,0,3,9,2890,0,2014,0,"98117",47.6983,-122.389,2020,5000 +"3421069049","20141021T000000",565000,2,1.75,1130,276170,"1",0,0,3,8,1130,0,2006,0,"98022",47.2673,-122.027,2092,217800 +"7169500130","20141219T000000",495000,2,2.25,1460,1623,"2",0,0,3,8,1260,200,2005,0,"98115",47.6764,-122.301,1460,1137 +"8732900840","20140722T000000",667000,3,2.5,2510,3819,"2",0,0,3,8,2510,0,2007,0,"98052",47.6987,-122.096,2520,3990 +"5379803372","20141112T000000",495000,4,2.5,3390,7870,"2",0,0,3,8,3390,0,2014,0,"98188",47.4536,-122.274,1960,10069 +"2937300430","20140929T000000",928990,4,2.5,3570,6054,"2",0,0,3,9,3570,0,2014,0,"98052",47.7053,-122.126,3600,6050 +"5422950020","20140630T000000",345000,4,2.5,2280,5000,"2",0,0,3,7,2280,0,2006,0,"98038",47.3593,-122.037,2910,5000 +"3797001702","20141216T000000",1.065e+006,5,3.5,2920,3000,"2",0,0,3,9,2260,660,2014,0,"98103",47.6846,-122.349,1580,4000 +"1438000130","20140703T000000",519995,4,3,2590,6160,"2",0,0,3,8,2590,0,2014,0,"98059",47.4784,-122.122,2670,5600 +"1853080130","20141105T000000",924000,5,2.75,3210,8001,"2",0,0,3,9,3210,0,2014,0,"98074",47.5935,-122.061,3190,6624 +"0741500010","20150424T000000",295000,3,2,1230,3405,"1",0,0,3,7,1230,0,2010,0,"98058",47.438,-122.179,1440,4066 +"3123089027","20140721T000000",472000,3,2.5,3800,104979,"2",0,0,3,8,3210,590,2005,0,"98045",47.4304,-121.841,2040,109771 +"3630080190","20140801T000000",405000,3,2.5,1500,2314,"2",0,0,3,7,1500,0,2005,0,"98029",47.5537,-121.998,1440,2170 +"3782760080","20140718T000000",410000,4,2.25,2510,4090,"2",0,0,3,8,1840,670,2012,0,"98019",47.7345,-121.967,2070,4090 +"8024200684","20141125T000000",419500,3,1.5,1400,1091,"3",0,0,3,8,1400,0,2007,0,"98115",47.6989,-122.317,1270,1413 +"0982850020","20140903T000000",382000,3,2.25,1450,4667,"2",0,0,3,7,1450,0,2009,0,"98028",47.7611,-122.233,1490,4667 +"5649600462","20150224T000000",370000,2,2.5,1390,1821,"2",0,0,3,7,1180,210,2007,0,"98118",47.5537,-122.282,1350,1821 +"3449820430","20141006T000000",553000,3,2.75,3160,9072,"2",0,0,3,9,3160,0,2005,0,"98056",47.5147,-122.177,3160,9072 +"9533100285","20140630T000000",2.065e+006,4,3.75,4350,7965,"2",0,0,3,10,4350,0,2013,0,"98004",47.6289,-122.205,2190,8557 +"0923059259","20150401T000000",455950,4,2.5,2720,5771,"2",0,0,3,8,2720,0,2015,0,"98056",47.4917,-122.17,1940,4184 +"6431000748","20141027T000000",331000,3,3.25,1290,1153,"3",0,0,3,7,1290,0,2008,0,"98103",47.6904,-122.346,1290,1200 +"3753000010","20140507T000000",417250,3,2.25,1606,1452,"3",0,0,3,8,1606,0,2009,0,"98125",47.7175,-122.284,1516,1939 +"6169901185","20140520T000000",490000,5,3.5,4460,2975,"3",0,2,3,10,3280,1180,2015,0,"98119",47.6313,-122.37,2490,4231 +"2309710150","20140804T000000",325000,4,3.25,2800,5291,"2",0,0,3,7,2800,0,2011,0,"98022",47.1937,-121.977,2380,5291 +"1773600264","20150223T000000",705000,5,3.5,3250,4800,"2",0,0,3,9,2410,840,2010,0,"98106",47.5618,-122.362,1330,4920 +"6061500100","20140717T000000",1.17466e+006,6,3.5,4310,7760,"2",0,0,3,10,3260,1050,2013,0,"98059",47.5297,-122.155,4620,10217 +"1282300995","20150222T000000",365000,3,2.25,1310,915,"2",0,0,3,7,1060,250,2007,0,"98144",47.5738,-122.293,1500,1215 +"0597000593","20141117T000000",403000,2,1.5,1240,1101,"2",0,0,3,8,1080,160,2009,0,"98144",47.5758,-122.309,1530,1209 +"7853321110","20140813T000000",409000,3,2.5,1950,7263,"2",0,0,3,7,1950,0,2007,0,"98065",47.5194,-121.869,2190,5900 +"3278612450","20150407T000000",391000,3,2.5,1800,1120,"2",0,0,3,8,1800,0,2011,0,"98126",47.5436,-122.369,1800,2380 +"1438000120","20140616T000000",542525,4,2.5,2650,5600,"2",0,0,3,8,2650,0,2014,0,"98059",47.4786,-122.122,2650,5600 +"9521100301","20140507T000000",339950,2,1,820,681,"3",0,0,3,8,820,0,2006,0,"98103",47.6619,-122.352,820,1156 +"1442870040","20140819T000000",499990,4,2.75,2620,7001,"2",0,0,3,8,2620,0,2012,0,"98045",47.4838,-121.769,2620,6543 +"0644000115","20140923T000000",1.765e+006,4,3.25,3980,10249,"2",0,0,3,10,3980,0,2011,0,"98004",47.5873,-122.196,2450,10912 +"6372000297","20150323T000000",608000,3,3.5,1660,2298,"2",0,0,3,8,1260,400,2009,0,"98116",47.5809,-122.403,1500,2198 +"6600060150","20150312T000000",392000,4,2.5,2130,4028,"2",0,0,3,8,2130,0,2014,0,"98146",47.5108,-122.363,1830,7817 +"0774101755","20150417T000000",320000,3,1.75,1790,66250,"1.5",0,0,3,7,1790,0,2003,0,"98014",47.7179,-121.403,1440,59346 +"2895800750","20150417T000000",274800,3,1.75,1410,1988,"2",0,0,3,8,1410,0,2014,0,"98106",47.5171,-122.347,1410,1899 +"2424039029","20150427T000000",325000,3,2.25,1330,1198,"2",0,0,3,8,1080,250,2007,0,"98106",47.555,-122.362,1260,1062 +"3448740360","20150429T000000",418500,4,2.5,2190,4866,"2",0,0,3,7,2190,0,2009,0,"98059",47.4907,-122.152,2190,5670 +"3832050580","20140502T000000",300000,3,2.5,2540,5050,"2",0,0,3,7,2540,0,2006,0,"98042",47.3358,-122.055,2280,5050 +"3094000210","20150105T000000",269950,3,2.5,2244,4079,"2",0,0,3,7,2244,0,2012,0,"98001",47.2606,-122.254,2077,4078 +"0321030150","20150506T000000",358000,3,2.5,2026,7611,"2",0,0,3,8,2026,0,2010,0,"98042",47.3733,-122.162,2270,7611 +"7694200090","20150504T000000",350000,3,2.5,1730,4086,"2",0,0,3,8,1730,0,2013,0,"98146",47.5016,-122.341,2030,4086 +"3299710110","20140528T000000",782000,4,3.5,3910,8095,"2",0,0,3,9,3130,780,2007,0,"98029",47.5588,-122.036,3770,7021 +"3879900754","20140915T000000",779000,3,2.5,1580,1487,"3",0,1,3,9,1580,0,2009,0,"98119",47.6276,-122.359,1610,1297 +"8732900300","20141217T000000",685000,4,2.5,2510,3479,"2",0,0,3,8,2510,0,2007,0,"98052",47.6981,-122.099,2540,4171 +"6021503698","20140529T000000",305000,2,2.25,1000,905,"3",0,0,3,8,1000,0,2006,0,"98117",47.6842,-122.387,980,1023 +"3333000745","20150417T000000",350000,4,2.5,1660,2500,"2",0,0,3,7,1660,0,2007,0,"98118",47.5437,-122.283,1030,5000 +"3630220220","20140923T000000",775000,4,3.5,3060,4573,"2",0,0,3,9,2410,650,2012,0,"98029",47.5522,-122.001,3170,3634 +"9478500180","20140828T000000",317750,3,2.5,1980,4500,"2",0,0,3,7,1980,0,2012,0,"98042",47.3682,-122.117,1980,4500 +"2771602427","20140508T000000",438000,2,1,980,1179,"2",0,0,3,8,980,0,2010,0,"98119",47.6381,-122.375,1190,1600 +"1498301168","20140528T000000",325000,2,2.5,1050,1609,"2",0,0,3,7,1050,0,2005,0,"98144",47.5854,-122.313,1120,1693 +"8562790580","20150428T000000",830000,4,3.25,3080,4287,"2",0,0,3,10,2230,850,2012,0,"98027",47.5313,-122.076,2250,2520 +"2325400040","20140922T000000",353000,3,2.25,1900,3800,"2",0,0,3,7,1900,0,2006,0,"98059",47.4866,-122.16,1950,3800 +"5045700330","20140725T000000",460000,4,2.5,2200,6400,"2",0,0,3,8,2200,0,2010,0,"98059",47.4856,-122.156,2600,5870 +"3126049498","20150316T000000",370000,3,1.5,1360,1167,"3",0,0,3,8,1360,0,2008,0,"98103",47.6962,-122.349,1360,1167 +"9578140360","20140619T000000",330000,3,2.5,2238,7209,"2",0,0,3,8,2238,0,2011,0,"98023",47.2966,-122.353,2456,7212 +"3343901408","20150128T000000",569888,4,2.5,2590,6474,"2",0,0,3,8,2590,0,2014,0,"98056",47.5164,-122.19,1960,8679 +"7859910110","20140918T000000",353900,3,2.5,2517,3900,"2",0,0,3,8,2517,0,2014,0,"98092",47.3211,-122.182,2390,7108 +"7852120180","20150304T000000",695000,4,3.5,3510,9084,"2",0,0,3,10,3510,0,2001,0,"98065",47.5402,-121.875,3690,9568 +"9268850180","20140718T000000",288790,3,1.75,1290,1237,"2",0,0,3,7,1060,230,2008,0,"98027",47.54,-122.026,1370,942 +"6031400092","20150213T000000",334950,5,3,2230,8642,"1",0,0,3,7,1330,900,2014,0,"98168",47.487,-122.32,2100,11056 +"1853080790","20141215T000000",869950,4,2.75,3140,7928,"2",0,0,3,9,3140,0,2013,0,"98074",47.5923,-122.058,3500,7055 +"1624049291","20141008T000000",557500,3,3.5,3350,5025,"2",0,2,3,8,2670,680,2014,0,"98144",47.5699,-122.296,2030,5117 +"7237450100","20140919T000000",389990,4,2.5,2245,4330,"2",0,0,3,8,2245,0,2014,0,"98038",47.3557,-122.063,2530,4478 +"9521100214","20140604T000000",455000,3,1.75,1420,1189,"3",0,0,3,8,1420,0,2006,0,"98103",47.6625,-122.352,1380,1196 +"5693501102","20141030T000000",598500,3,3,1560,2091,"3",0,0,3,8,1560,0,2006,0,"98103",47.6604,-122.352,1530,2091 +"6891100590","20150302T000000",750000,4,2.75,2810,5497,"2",0,0,3,9,2810,0,2011,0,"98052",47.7081,-122.116,2990,5842 +"2254501095","20141113T000000",729999,2,2.25,1630,1686,"2",0,0,3,10,1330,300,2014,0,"98122",47.6113,-122.314,1570,2580 +"9478550110","20150303T000000",299950,3,2.5,1740,4497,"2",0,0,3,7,1740,0,2012,0,"98042",47.3697,-122.117,1950,4486 +"0993001961","20140709T000000",374950,3,2.25,1390,1484,"3",0,0,3,8,1390,0,2007,0,"98103",47.6912,-122.343,1250,1087 +"9274200028","20150219T000000",386950,3,2.5,1070,1089,"2",0,0,3,7,900,170,2009,0,"98116",47.5902,-122.387,1450,1437 +"7708200180","20140710T000000",535000,5,3.25,2850,4551,"2",0,0,3,8,2370,480,2006,0,"98059",47.4916,-122.144,2850,4849 +"8691430330","20140831T000000",890000,5,3.25,4100,7578,"2",0,2,3,10,4100,0,2011,0,"98075",47.5955,-121.974,3710,8156 +"8924100308","20150203T000000",1.05e+006,4,2.5,3260,5974,"2",0,1,3,9,2820,440,2007,0,"98115",47.6772,-122.267,2260,6780 +"1070000180","20141015T000000",1.10746e+006,4,3.5,3660,4760,"2",0,0,3,9,2840,820,2014,0,"98199",47.6482,-122.409,3210,4640 +"1085623630","20141003T000000",436952,4,2.5,2708,4772,"2",0,0,3,9,2708,0,2014,0,"98092",47.3413,-122.178,2502,4900 +"3278605550","20140609T000000",365000,3,2.5,1800,2700,"2",0,0,3,8,1800,0,2011,0,"98126",47.5458,-122.369,1580,2036 +"1139000062","20140625T000000",288000,3,2.5,1150,887,"3",0,0,3,7,1150,0,2007,0,"98133",47.7072,-122.356,1180,915 +"2838000180","20150220T000000",700000,3,2.5,2230,4006,"2",0,0,3,8,2230,0,2014,0,"98133",47.73,-122.335,2230,4180 +"2725079018","20140509T000000",800000,4,3.25,3540,159430,"2",0,0,3,9,3540,0,2007,0,"98014",47.6285,-121.899,1940,392040 +"7104100110","20150511T000000",899000,4,3.5,2490,5500,"2",0,0,3,9,1780,710,2015,0,"98136",47.5499,-122.393,1710,5500 +"0259500230","20141218T000000",465750,3,2.5,2670,4534,"2",0,0,3,9,2670,0,2007,0,"98056",47.51,-122.184,3040,5079 +"9523100712","20140618T000000",485000,2,2.5,1430,923,"3",0,0,3,8,1410,20,2008,0,"98103",47.6683,-122.355,1620,1505 +"1438000360","20140603T000000",494995,5,2.75,2670,3800,"2",0,0,3,8,2670,0,2014,0,"98059",47.4783,-122.123,2670,3800 +"1608000120","20150202T000000",255000,3,2.5,2555,5720,"2",0,0,3,8,2555,0,2006,0,"98031",47.386,-122.184,2844,5769 +"7853361120","20140729T000000",530000,3,2.5,1970,6295,"2",0,0,3,7,1970,0,2011,0,"98065",47.5158,-121.874,2710,6009 +"2461900448","20140616T000000",435000,3,2,1980,2674,"3",0,0,3,8,1980,0,2007,0,"98136",47.5524,-122.382,1440,2674 +"1703400910","20140811T000000",639000,3,2.5,2010,3300,"2",0,0,3,9,1610,400,2014,0,"98118",47.5573,-122.287,1660,4950 +"8024200683","20140709T000000",440000,3,1.5,1270,1413,"3",0,0,3,8,1270,0,2007,0,"98115",47.6989,-122.317,1270,1413 +"9544700730","20140515T000000",914500,4,2.5,3950,10856,"3",0,0,3,10,3950,0,2013,0,"98075",47.5818,-121.996,3200,10856 +"8682320900","20141105T000000",580000,3,2,1870,5300,"1",0,0,3,8,1870,0,2009,0,"98053",47.7106,-122.02,1870,5050 +"3278600750","20150407T000000",250000,1,1.5,1180,1688,"2",0,0,3,8,1070,110,2007,0,"98126",47.549,-122.372,1380,2059 +"5676000008","20150316T000000",410000,3,2.5,1420,1269,"3",0,0,3,7,1420,0,2007,0,"98103",47.6904,-122.342,1420,1300 +"3744000150","20140928T000000",531155,4,2.75,2810,5046,"2",0,0,3,9,2810,0,2014,0,"98038",47.3559,-122.022,3060,4934 +"3630080120","20140919T000000",358000,3,2.5,1400,1529,"2",0,0,3,7,1400,0,2005,0,"98029",47.5535,-121.997,1440,1536 +"7853360620","20140701T000000",425000,3,2.5,1950,5689,"2",0,0,3,7,1950,0,2009,0,"98065",47.5158,-121.873,2190,5653 +"0255550100","20140711T000000",326000,3,2.25,1930,3462,"2",0,0,3,7,1930,0,2004,0,"98019",47.7453,-121.985,1930,2952 +"9268200484","20140513T000000",650000,4,2.5,2210,4861,"2",0,0,3,9,2210,0,2013,0,"98117",47.6959,-122.364,1590,5080 +"8562790720","20150514T000000",749950,4,3.5,2630,3757,"2",0,0,3,10,2200,430,2008,0,"98027",47.5322,-122.075,2620,2699 +"7140700690","20150312T000000",239950,3,1.75,1600,4888,"1",0,0,3,6,1600,0,2014,0,"98042",47.383,-122.097,2520,5700 +"3624039183","20140609T000000",315000,3,2.5,1480,1590,"2",0,0,3,8,1150,330,2010,0,"98106",47.5302,-122.362,1480,5761 +"2254502071","20140523T000000",375000,2,2.5,750,1430,"2",0,0,3,8,750,0,2006,0,"98122",47.6093,-122.31,1320,2790 +"4310702838","20150427T000000",375000,3,1.5,1290,1213,"3",0,0,3,8,1290,0,2007,0,"98103",47.6965,-122.34,1360,1227 +"6431000749","20140922T000000",349000,3,3.25,1340,1151,"3",0,0,3,7,1340,0,2008,0,"98103",47.6904,-122.346,1290,1200 +"3362401761","20150225T000000",450000,2,1.5,1020,1049,"3",0,0,3,8,1020,0,2008,0,"98103",47.68,-122.348,1350,1395 +"3629700120","20141014T000000",669950,3,3,2330,1944,"2.5",0,0,3,8,1950,380,2014,0,"98027",47.5446,-122.016,2290,1407 +"3226049565","20140711T000000",504600,5,3,2360,5000,"1",0,0,3,7,1390,970,2008,0,"98103",47.6931,-122.33,2180,5009 +"0567000408","20140602T000000",400000,3,2.5,1495,936,"3",0,0,3,8,1405,90,2006,0,"98144",47.593,-122.295,1495,1186 +"0825059349","20140701T000000",1.02e+006,4,3.5,3770,8501,"2",0,0,3,10,3770,0,2008,0,"98033",47.6744,-122.196,1520,9660 +"7787920230","20150408T000000",518000,5,2.5,2890,13104,"2",0,0,3,8,2890,0,2006,0,"98019",47.7277,-121.958,3020,9300 +"5694000706","20140813T000000",535000,3,2.75,1320,1125,"3",0,0,3,8,1320,0,2008,0,"98103",47.6598,-122.348,1320,1266 +"1760650900","20140721T000000",337500,4,2.5,2330,4907,"2",0,0,3,7,2330,0,2013,0,"98042",47.359,-122.081,2300,3836 +"2021000180","20150310T000000",380000,4,2.5,3120,5001,"2",0,0,3,9,3120,0,2005,0,"98023",47.2779,-122.349,3120,5244 +"6400700389","20140710T000000",875000,5,3,2960,15152,"2",0,0,3,9,2960,0,2004,0,"98033",47.6689,-122.179,1850,9453 +"6431000987","20140902T000000",385000,3,2.25,1630,1598,"3",0,0,3,8,1630,0,2008,0,"98103",47.6904,-122.347,1320,1605 +"2311400056","20141201T000000",1.9875e+006,5,3.5,5230,8960,"2",0,0,3,11,4450,780,2014,0,"98004",47.5964,-122.201,2310,9603 +"3224059107","20150508T000000",649500,4,3,3150,6599,"2",0,0,3,9,3150,0,2008,0,"98056",47.5279,-122.199,2680,9430 +"1245002281","20140512T000000",1.05e+006,4,3.75,3280,11000,"2",0,0,3,10,2320,960,2008,0,"98033",47.6855,-122.201,2400,8351 +"0121039156","20150109T000000",249000,3,1,1030,24750,"1",0,2,3,5,1030,0,1943,0,"98023",47.3343,-122.362,2810,28800 +"9211000110","20141003T000000",525000,4,2.5,3130,5795,"2",0,0,3,9,3130,0,2008,0,"98059",47.4997,-122.151,2950,5259 +"7625702263","20140612T000000",402000,3,3.5,1240,1666,"2",0,0,3,7,1000,240,2008,0,"98136",47.5496,-122.388,1110,1027 +"8085400586","20141101T000000",1.75e+006,4,2.75,3560,8975,"2",0,0,3,10,3560,0,2014,0,"98004",47.6322,-122.209,3440,12825 +"2895800590","20141020T000000",359800,5,2.5,2170,2752,"2",0,0,3,8,2170,0,2014,0,"98106",47.5167,-122.347,1800,2752 +"0100300530","20140925T000000",330000,3,2.5,1520,3003,"2",0,0,3,7,1520,0,2009,0,"98059",47.4876,-122.153,1820,3030 +"4092302096","20150325T000000",433000,3,2.5,1270,1062,"2",0,0,3,8,1060,210,2008,0,"98105",47.6568,-122.321,1260,1112 +"7010700308","20141112T000000",1.0108e+006,4,3.25,3610,4000,"2",0,0,3,9,2640,970,2007,0,"98199",47.658,-122.396,1980,4000 +"7853370100","20150406T000000",599832,3,2.75,3230,5200,"2",0,0,3,9,2680,550,2014,0,"98065",47.519,-121.878,3100,4900 +"6181500120","20140623T000000",312891,5,3,2300,8214,"2",0,0,3,8,2300,0,2013,0,"98001",47.3052,-122.276,2594,4950 +"0567000775","20140912T000000",449000,2,2.5,1460,1296,"2",0,0,3,8,1160,300,2008,0,"98144",47.5923,-122.296,1460,1296 +"3331000035","20140527T000000",495000,3,2.5,1750,1548,"3",0,0,3,9,1750,0,2013,0,"98118",47.5532,-122.282,1750,3960 +"4216500110","20140515T000000",819995,5,2.75,3030,10335,"2",0,0,3,9,3030,0,2013,0,"98056",47.5305,-122.184,2720,11213 +"2776600082","20141113T000000",407500,3,3.5,1522,1465,"2",0,0,3,8,1248,274,2006,0,"98117",47.6922,-122.375,1522,1341 +"0323079058","20150105T000000",850000,4,3.75,3890,22000,"2",0,0,3,10,3890,0,2007,0,"98027",47.5052,-121.906,1610,23142 +"1088100450","20140725T000000",1.72e+006,5,4,4590,35046,"2",0,0,3,10,4590,0,2008,0,"98033",47.6647,-122.16,3350,35857 +"0098300230","20150428T000000",1.459e+006,4,4,4620,130208,"2",0,0,3,10,4620,0,2014,0,"98024",47.5885,-121.939,4620,131007 +"0847100047","20140917T000000",579000,4,2.75,3220,9825,"2",0,0,3,8,3220,0,2012,0,"98059",47.4863,-122.143,2820,8566 +"1853080150","20140811T000000",890776,5,2.75,3170,8093,"2",0,0,3,9,3170,0,2014,0,"98075",47.5933,-122.06,3210,7062 +"6021503707","20150120T000000",352500,2,2.5,980,1010,"3",0,0,3,8,980,0,2008,0,"98117",47.6844,-122.387,980,1023 +"9512200090","20150501T000000",529000,3,1.75,2340,7724,"1",0,0,3,10,2340,0,2010,0,"98058",47.4593,-122.134,3040,5787 +"9268850040","20150327T000000",484000,3,2.25,1620,1425,"3",0,0,3,8,1540,80,2009,0,"98027",47.5405,-122.026,1620,1237 +"7283900306","20150417T000000",400000,3,2.5,1910,4408,"3",0,0,3,8,1910,0,2007,0,"98133",47.7634,-122.35,1910,8154 +"1980200236","20150417T000000",649950,3,2.5,2420,6847,"2",0,0,3,9,2420,0,2009,0,"98133",47.7329,-122.356,1180,8100 +"2413910120","20140702T000000",915000,3,4.5,3850,62726,"2",0,0,3,10,3120,730,2013,0,"98053",47.6735,-122.058,2630,46609 +"7787920180","20150504T000000",534950,5,2.5,3220,10572,"2",0,0,3,8,3220,0,2006,0,"98019",47.7268,-121.957,2890,9090 +"1283800110","20140506T000000",776000,4,2.5,3040,6425,"2",0,0,3,8,3040,0,2008,0,"98052",47.6788,-122.117,3040,7800 +"6140100028","20150501T000000",370000,3,1.75,1496,1423,"2",0,0,3,8,1248,248,2006,0,"98133",47.715,-122.355,1460,1423 +"1972200555","20140714T000000",610000,3,1.75,1630,1500,"3",0,0,3,8,1630,0,2014,0,"98103",47.6536,-122.354,1570,1335 +"6891100090","20141014T000000",850000,5,3.5,4200,5400,"2",0,0,3,9,3140,1060,2012,0,"98052",47.7077,-122.12,3300,5564 +"3438503021","20141105T000000",443000,3,2.5,2430,7049,"2",0,0,3,8,2430,0,2007,0,"98106",47.5399,-122.352,1770,7049 +"4233600150","20150203T000000",1.15e+006,5,4.25,4010,8252,"2",0,0,3,10,4010,0,2015,0,"98075",47.5974,-122.013,3370,8252 +"2770601782","20140801T000000",453000,3,2.5,1510,1618,"2.5",0,0,3,8,1330,180,2011,0,"98199",47.6515,-122.384,1350,1397 +"9268851020","20150410T000000",735000,4,3.5,2340,2810,"2",0,2,3,8,1730,610,2011,0,"98027",47.5403,-122.028,2600,2843 +"8682291050","20140708T000000",810000,2,2.75,2700,8572,"1",0,0,3,9,2700,0,2007,0,"98053",47.7236,-122.033,2680,8569 +"9468200109","20140617T000000",1.555e+006,3,3.5,4360,6240,"2",0,3,3,10,2960,1400,2008,0,"98103",47.6791,-122.354,1920,3910 +"2524069097","20140509T000000",2.23889e+006,5,6.5,7270,130017,"2",0,0,3,12,6420,850,2010,0,"98027",47.5371,-121.982,1800,44890 +"7625702441","20140808T000000",377500,3,2.5,1350,886,"3",0,0,3,8,1270,80,2006,0,"98136",47.5491,-122.387,1350,886 +"9521100866","20140618T000000",482000,3,3.25,1380,1120,"3",0,0,3,8,1380,0,2008,0,"98103",47.6617,-122.349,1310,1405 +"0148000072","20140818T000000",600000,2,2.5,1830,1988,"2",0,0,3,9,1530,300,2011,0,"98116",47.5779,-122.409,1800,2467 +"1493300057","20140807T000000",420000,3,2.5,1470,1571,"2",0,0,3,8,1180,290,2007,0,"98116",47.5722,-122.387,1580,4329 +"3304030220","20150421T000000",480000,4,2.5,2940,9172,"2",0,0,3,9,2940,0,2006,0,"98001",47.3444,-122.269,2660,7955 +"7625702277","20150331T000000",406000,2,2,1110,1095,"3",0,0,3,7,980,130,2008,0,"98136",47.5494,-122.388,1110,1083 +"1023059465","20140513T000000",505000,4,2.5,2790,5602,"2",0,0,3,8,2790,0,2009,0,"98059",47.4959,-122.15,2790,5309 +"3262300818","20150227T000000",1.865e+006,4,3.75,3790,8797,"2",0,0,3,11,3290,500,2006,0,"98039",47.6351,-122.236,2660,12150 +"2937300040","20141215T000000",942990,4,2.5,3570,6218,"2",0,0,3,9,3570,0,2014,0,"98052",47.7046,-122.123,3230,5972 +"2768100206","20141001T000000",440000,3,2.25,1230,1097,"3",0,0,3,8,1230,0,2009,0,"98107",47.6697,-122.372,1420,1437 +"7904700134","20140626T000000",390000,3,3.25,1370,913,"2",0,0,3,8,1100,270,2006,0,"98116",47.5636,-122.388,1370,915 +"9521100867","20140711T000000",475000,3,3.25,1380,1121,"3",0,0,3,8,1380,0,2008,0,"98103",47.6617,-122.349,1310,1405 +"1702901618","20150407T000000",420000,1,2,1070,675,"2",0,0,3,8,880,190,2007,0,"98118",47.5574,-122.284,1220,788 +"7237550100","20140825T000000",1.40876e+006,4,4,4920,50621,"2",0,0,3,10,4280,640,2012,0,"98053",47.6575,-122.006,4920,74052 +"7430500110","20141209T000000",1.378e+006,5,3.5,5150,12230,"2",0,2,3,10,3700,1450,2007,0,"98008",47.6249,-122.09,2940,13462 +"0603000555","20150302T000000",462500,6,3,2390,4000,"2",0,0,3,7,2390,0,2014,0,"98118",47.5173,-122.286,1680,5000 +"3304300300","20150507T000000",579950,4,2.75,2460,8643,"2",0,0,3,9,2460,0,2011,0,"98059",47.4828,-122.133,3110,8626 +"6453550090","20150505T000000",861111,4,2.5,3650,7090,"2",0,0,3,10,3650,0,2008,0,"98074",47.606,-122.052,3860,7272 +"2625069038","20141124T000000",1.45e+006,4,3.5,4300,108865,"2",0,0,3,11,4300,0,2014,0,"98074",47.6258,-122.005,4650,107498 +"1760650820","20150428T000000",290000,3,2.25,1610,3764,"2",0,0,3,7,1610,0,2012,0,"98042",47.3589,-122.083,1610,3825 +"9578060230","20140618T000000",535000,4,2.5,2610,4595,"2",0,0,3,8,2610,0,2008,0,"98028",47.7728,-122.235,2440,4588 +"3416600750","20150217T000000",585000,3,2.5,1750,1381,"3",0,0,3,8,1750,0,2008,0,"98122",47.6021,-122.294,1940,4800 +"2487200490","20140623T000000",670000,3,2.5,3310,5300,"2",0,2,3,8,2440,870,2008,0,"98136",47.5178,-122.389,2140,7500 +"8964800330","20150407T000000",3e+006,4,3.75,5090,14823,"1",0,0,3,11,4180,910,2013,0,"98004",47.62,-122.207,3030,12752 +"5637500082","20141203T000000",346000,3,2,1060,1184,"2",0,0,3,7,730,330,2006,0,"98136",47.5443,-122.385,1270,1601 +"0324069112","20140617T000000",1.325e+006,4,4,4420,16526,"2",0,0,3,11,4420,0,2013,0,"98075",47.5914,-122.027,3510,50447 +"0524059322","20150226T000000",999999,3,2.5,2100,4097,"2",0,0,3,9,2100,0,2008,0,"98004",47.5983,-122.2,1780,4764 +"0889000025","20140811T000000",599000,3,1.75,1650,1180,"3",0,0,3,8,1650,0,2014,0,"98105",47.6636,-122.319,1720,1960 +"2909310100","20141015T000000",332000,4,2.5,2380,5737,"2",0,0,3,7,2380,0,2010,0,"98023",47.2815,-122.356,2380,5396 +"8562780180","20140612T000000",336750,2,2.25,1170,1011,"2",0,0,3,7,1170,0,2009,0,"98027",47.5321,-122.073,1240,750 +"1043000100","20141211T000000",370000,4,2.5,2531,6843,"2",0,0,3,8,2531,0,2013,0,"98030",47.385,-122.189,2604,6238 +"1865400076","20140509T000000",324000,3,2.25,998,904,"2",0,0,3,7,798,200,2007,0,"98117",47.6983,-122.367,998,1110 +"8902000201","20150219T000000",338500,3,2.25,1333,1470,"3",0,3,3,7,1333,0,2009,0,"98125",47.7058,-122.302,1360,1680 +"0715010530","20150113T000000",1.88158e+006,5,3.5,4410,13000,"2",0,3,3,10,2920,1490,2014,0,"98006",47.5382,-122.111,5790,12969 +"4253400100","20150410T000000",402723,3,2.75,1160,1073,"2",0,0,3,7,880,280,2007,0,"98144",47.5788,-122.315,1250,5400 +"3874900085","20150227T000000",715000,4,3.25,2630,7770,"2",0,0,3,9,2630,0,2014,0,"98126",47.5459,-122.377,1370,7770 +"1972200227","20141007T000000",459000,3,1.5,1160,1031,"3",0,0,3,8,1160,0,2008,0,"98103",47.6538,-122.357,1268,1688 +"8562770720","20150423T000000",589999,3,2.5,2140,3628,"2",0,0,3,8,1960,180,2006,0,"98027",47.537,-122.074,2280,2812 +"6669080120","20141215T000000",405000,4,2.5,1980,5020,"2",0,0,3,7,1980,0,2007,0,"98056",47.5147,-122.19,1980,5064 +"9211010300","20140707T000000",509900,3,2.5,3030,9053,"2",0,0,3,8,3030,0,2009,0,"98059",47.4945,-122.149,3010,6026 +"3277800823","20140820T000000",327000,2,2,1490,1627,"2",0,0,3,8,1190,300,2009,0,"98126",47.5455,-122.375,1400,1498 +"8835770330","20140819T000000",1.057e+006,2,1.5,2370,184231,"2",0,0,3,11,2370,0,2005,0,"98045",47.4543,-121.778,3860,151081 +"1220000371","20141231T000000",327500,3,2.5,1820,1866,"2",0,0,3,8,1570,250,2008,0,"98166",47.4643,-122.346,1660,6900 +"0880000205","20140729T000000",249000,3,2,1260,1125,"2",0,0,3,7,810,450,2011,0,"98106",47.5262,-122.361,1260,1172 +"1561750040","20141224T000000",1.375e+006,5,4.5,4350,13405,"2",0,0,3,11,4350,0,2014,0,"98074",47.6018,-122.06,3990,7208 +"0688000017","20140627T000000",516500,1,1.25,1100,638,"3",0,0,3,9,1100,0,2014,0,"98112",47.6228,-122.307,1110,1933 +"2522059251","20150409T000000",465000,3,2.5,2050,15035,"2",0,0,3,9,2050,0,2006,0,"98042",47.3619,-122.122,1300,15836 +"2855000110","20140808T000000",388000,3,2.5,2198,6222,"2",0,2,3,8,2198,0,2010,0,"98198",47.3906,-122.304,2198,7621 +"6821101731","20140930T000000",549000,3,2.25,1230,1380,"3",0,0,3,8,1230,0,2013,0,"98199",47.6521,-122.4,1760,5664 +"0476000017","20141003T000000",553000,2,2,1400,1512,"2",0,0,3,8,940,460,2006,0,"98107",47.6719,-122.392,1400,3500 +"2770603523","20150422T000000",530000,3,2.5,1410,1250,"2",0,0,3,8,1140,270,2010,0,"98119",47.6515,-122.375,1720,2825 +"2255500123","20140820T000000",747450,3,2.5,2110,1339,"2",0,0,3,8,1410,700,2014,0,"98122",47.6088,-122.311,1630,2670 +"3438501329","20140520T000000",305000,2,2.5,1590,2656,"2",0,0,3,7,1220,370,2009,0,"98106",47.5489,-122.364,1590,2306 +"0423059387","20141118T000000",540000,5,2.5,3370,4850,"2",0,0,3,9,3370,0,2007,0,"98056",47.5078,-122.169,2900,5570 +"6664500090","20150115T000000",750000,5,4,4500,8130,"2",0,0,3,10,4500,0,2007,0,"98059",47.4832,-122.145,2840,8402 +"2122059216","20150414T000000",422000,4,2.5,2930,5973,"2",0,0,3,10,2930,0,2008,0,"98030",47.3846,-122.186,3038,7095 +"9406530090","20141020T000000",337000,4,2.5,2470,5100,"2",0,0,3,8,2470,0,2005,0,"98038",47.3622,-122.041,2240,5123 +"7168100015","20141009T000000",579950,5,2.75,3080,5752,"2",0,0,3,9,3080,0,2014,0,"98059",47.4922,-122.153,3000,4650 +"5007500120","20150226T000000",341780,4,2.75,2260,4440,"2",0,0,3,7,2260,0,2014,0,"98001",47.3507,-122.291,2260,4563 +"3528900770","20150423T000000",710200,4,3,1670,2642,"2",0,0,3,8,1350,320,2008,0,"98109",47.6397,-122.345,1670,2594 +"9521100031","20140618T000000",690000,3,3.25,1540,1428,"3",0,0,3,9,1540,0,2013,0,"98103",47.6648,-122.353,1660,3300 +"0524059330","20150130T000000",1.7e+006,4,3.5,3830,8963,"2",0,0,3,10,3120,710,2014,0,"98004",47.599,-122.197,2190,10777 +"6021503705","20141015T000000",329000,2,2.5,980,1020,"3",0,0,3,8,980,0,2008,0,"98117",47.6844,-122.387,980,1023 +"3438501862","20140513T000000",330000,3,2.5,1450,5008,"1",0,0,3,7,840,610,2007,0,"98106",47.5435,-122.357,2120,5019 +"3345700207","20150502T000000",608500,4,3.5,2850,5577,"2",0,0,3,8,1950,900,2014,0,"98056",47.5252,-122.192,2850,5708 +"6056111067","20140707T000000",230000,3,1.75,1140,1201,"2",0,0,3,8,1140,0,2014,0,"98108",47.5637,-122.295,1210,1552 +"8562790760","20140520T000000",785000,4,3.5,3070,4684,"2",0,0,3,10,2190,880,2009,0,"98027",47.5316,-122.076,2290,2664 +"1931300090","20140507T000000",610950,3,3,1680,1570,"3",0,0,3,8,1680,0,2014,0,"98103",47.6572,-122.346,1640,4800 +"9578500790","20141111T000000",399950,3,2.5,3087,5002,"2",0,0,3,8,3087,0,2014,0,"98023",47.2974,-122.349,2927,5183 +"9253900271","20150107T000000",3.567e+006,5,4.5,4850,10584,"2",1,4,3,10,3540,1310,2007,0,"98008",47.5943,-122.11,3470,18270 +"3881900317","20150123T000000",579000,4,3.25,1900,2631,"2",0,0,3,9,1250,650,2014,0,"98144",47.5869,-122.311,1710,4502 +"0567000385","20140623T000000",362500,2,1.5,940,1768,"2",0,0,3,7,940,0,2009,0,"98144",47.5925,-122.295,1130,1159 +"7011201004","20140529T000000",645000,3,3.25,1730,1229,"2",0,2,3,9,1320,410,2008,0,"98119",47.6374,-122.369,1710,1686 +"7853420110","20141003T000000",594866,3,3,2780,6000,"2",0,0,3,9,2780,0,2013,0,"98065",47.5184,-121.886,2850,6000 +"7853420110","20150504T000000",625000,3,3,2780,6000,"2",0,0,3,9,2780,0,2013,0,"98065",47.5184,-121.886,2850,6000 +"3052700432","20141112T000000",490000,3,2.25,1500,1290,"2",0,0,3,8,1220,280,2006,0,"98117",47.6785,-122.375,1460,1375 +"2025049203","20140610T000000",399950,2,1,710,1157,"2",0,0,4,7,710,0,1943,0,"98102",47.6413,-122.329,1370,1173 +"0952006823","20141202T000000",380000,3,2.5,1260,900,"2",0,0,3,7,940,320,2007,0,"98116",47.5621,-122.384,1310,1415 +"3832050760","20140828T000000",270000,3,2.5,1870,5000,"2",0,0,3,7,1870,0,2009,0,"98042",47.3339,-122.055,2170,5399 +"2767604724","20141015T000000",505000,2,2.5,1430,1201,"3",0,0,3,8,1430,0,2009,0,"98107",47.6707,-122.381,1430,1249 +"6632300207","20150305T000000",385000,3,2.5,1520,1488,"3",0,0,3,8,1520,0,2006,0,"98125",47.7337,-122.309,1520,1497 +"2767600688","20141113T000000",414500,2,1.5,1210,1278,"2",0,0,3,8,1020,190,2007,0,"98117",47.6756,-122.375,1210,1118 +"7570050450","20140910T000000",347500,3,2.5,2540,4760,"2",0,0,3,8,2540,0,2010,0,"98038",47.3452,-122.022,2540,4571 +"7430200100","20140514T000000",1.2225e+006,4,3.5,4910,9444,"1.5",0,0,3,11,3110,1800,2007,0,"98074",47.6502,-122.066,4560,11063 +"4140940150","20141002T000000",572000,4,2.75,2770,3852,"2",0,0,3,8,2770,0,2014,0,"98178",47.5001,-122.232,1810,5641 +"1931300412","20150416T000000",475000,3,2.25,1190,1200,"3",0,0,3,8,1190,0,2008,0,"98103",47.6542,-122.346,1180,1224 +"8672200110","20150317T000000",1.088e+006,5,3.75,4170,8142,"2",0,2,3,10,4170,0,2006,0,"98056",47.5354,-122.181,3030,7980 +"5087900040","20141017T000000",350000,4,2.75,2500,5995,"2",0,0,3,8,2500,0,2008,0,"98042",47.3749,-122.107,2530,5988 +"1972201967","20141031T000000",520000,2,2.25,1530,981,"3",0,0,3,8,1480,50,2006,0,"98103",47.6533,-122.346,1530,1282 +"7502800100","20140813T000000",679950,5,2.75,3600,9437,"2",0,0,3,9,3600,0,2014,0,"98059",47.4822,-122.131,3550,9421 +"0191100405","20150421T000000",1.575e+006,4,3.25,3410,10125,"2",0,0,3,10,3410,0,2007,0,"98040",47.5653,-122.223,2290,10125 +"8956200760","20141013T000000",541800,4,2.5,3118,7866,"2",0,2,3,9,3118,0,2014,0,"98001",47.2931,-122.264,2673,6500 +"7202300110","20140915T000000",810000,4,3,3990,7838,"2",0,0,3,9,3990,0,2003,0,"98053",47.6857,-122.046,3370,6814 +"0249000205","20141015T000000",1.537e+006,5,3.75,4470,8088,"2",0,0,3,11,4470,0,2008,0,"98004",47.6321,-122.2,2780,8964 +"5100403806","20150407T000000",467000,3,2.5,1425,1179,"3",0,0,3,8,1425,0,2008,0,"98125",47.6963,-122.318,1285,1253 +"0844000965","20140626T000000",224000,3,1.75,1500,11968,"1",0,0,3,6,1500,0,2014,0,"98010",47.3095,-122.002,1320,11303 +"7852140040","20140825T000000",507250,3,2.5,2270,5536,"2",0,0,3,8,2270,0,2003,0,"98065",47.5389,-121.881,2270,5731 +"9834201367","20150126T000000",429000,3,2,1490,1126,"3",0,0,3,8,1490,0,2014,0,"98144",47.5699,-122.288,1400,1230 +"3448900210","20141014T000000",610685,4,2.5,2520,6023,"2",0,0,3,9,2520,0,2014,0,"98056",47.5137,-122.167,2520,6023 +"7936000429","20150326T000000",1.0075e+006,4,3.5,3510,7200,"2",0,0,3,9,2600,910,2009,0,"98136",47.5537,-122.398,2050,6200 +"2997800021","20150219T000000",475000,3,2.5,1310,1294,"2",0,0,3,8,1180,130,2008,0,"98116",47.5773,-122.409,1330,1265 +"0263000018","20140521T000000",360000,3,2.5,1530,1131,"3",0,0,3,8,1530,0,2009,0,"98103",47.6993,-122.346,1530,1509 +"6600060120","20150223T000000",400000,4,2.5,2310,5813,"2",0,0,3,8,2310,0,2014,0,"98146",47.5107,-122.362,1830,7200 +"1523300141","20140623T000000",402101,2,0.75,1020,1350,"2",0,0,3,7,1020,0,2009,0,"98144",47.5944,-122.299,1020,2007 +"0291310100","20150116T000000",400000,3,2.5,1600,2388,"2",0,0,3,8,1600,0,2004,0,"98027",47.5345,-122.069,1410,1287 +"1523300157","20141015T000000",325000,2,0.75,1020,1076,"2",0,0,3,7,1020,0,2008,0,"98144",47.5941,-122.299,1020,1357 + +"7203220300","20140724T000000",895990,4,2.75,3555,6565,"2",0,0,3,9,3555,0,2014,0,"98053",47.6847,-122.017,3625,5637 +"4027701220","20140828T000000",259000,3,2,1610,14046,"2",0,0,3,7,1610,0,1933,1988,"98028",47.7704,-122.264,2410,9000 +"0114100758","20141022T000000",420000,2,1,960,112384,"1",0,0,3,7,960,0,1955,0,"98028",47.7642,-122.234,1210,24875 +"9376301110","20140519T000000",518000,3,2.5,1680,2096,"2",0,0,3,8,1380,300,2008,0,"98117",47.6904,-122.37,1360,2096 +"9371700085","20140722T000000",425000,3,1.75,1380,8182,"1",0,0,5,7,1380,0,1942,0,"98133",47.7513,-122.349,1300,8188 +"2122049096","20140808T000000",182500,2,1,1040,13920,"1",0,0,3,6,1040,0,1973,0,"98198",47.3756,-122.306,1100,7575 +"0546000245","20140716T000000",549900,3,1.5,1380,3031,"1.5",0,0,4,7,1380,0,1929,0,"98117",47.6889,-122.38,1440,4005 +"2783600210","20140916T000000",445000,3,1.75,1850,16863,"1",0,0,4,7,1280,570,1980,0,"98034",47.7166,-122.225,1790,9000 +"5210200184","20140606T000000",452000,2,1.75,1740,5400,"1",0,0,4,7,990,750,1946,0,"98115",47.6971,-122.282,1980,5400 +"2125049133","20141104T000000",715000,5,1.75,1920,6500,"1",0,0,3,7,1260,660,1951,0,"98112",47.6394,-122.308,1970,5500 +"7940710100","20140911T000000",559000,3,2.5,2010,5200,"2",0,0,3,8,2010,0,1989,0,"98034",47.7142,-122.203,1860,4400 +"6072800246","20140702T000000",3.3e+006,5,6.25,8020,21738,"2",0,0,3,11,8020,0,2001,0,"98006",47.5675,-122.189,4160,18969 +"5466700450","20141015T000000",250000,4,1.75,1860,7350,"1",0,0,4,7,1090,770,1977,0,"98031",47.3979,-122.174,1710,7350 +"1425039029","20140923T000000",1.23e+006,5,4,4390,6656,"2",0,0,3,9,2930,1460,2008,0,"98199",47.648,-122.397,1560,6656 +"0422069067","20150512T000000",276500,4,2.25,2380,128937,"1",0,0,4,7,2380,0,1960,0,"98038",47.4253,-122.043,1030,114998 +"2472920740","20141114T000000",440000,4,2.5,2880,7386,"2",0,0,4,9,2880,0,1987,0,"98058",47.4397,-122.15,2420,7663 +"2338800100","20140508T000000",543200,6,2.25,2820,15600,"1.5",0,2,5,7,1970,850,1940,0,"98166",47.4635,-122.362,2520,7797 +"3524039060","20140601T000000",250000,1,1,750,4000,"1",0,0,3,6,750,0,1918,0,"98136",47.5243,-122.39,1770,4850 +"7539900040","20140728T000000",625000,4,2.5,1750,9000,"1",0,0,3,8,1410,340,1977,2003,"98052",47.6403,-122.105,2120,9600 +"1646502055","20140613T000000",530100,3,1,1540,3399,"1.5",0,0,3,7,1200,340,1926,0,"98117",47.6853,-122.359,1500,3914 +"1025049268","20140721T000000",549900,2,1.75,1140,936,"2",0,0,3,8,940,200,2014,0,"98105",47.6647,-122.284,1160,1327 +"0324059076","20150311T000000",430000,4,1.5,1560,6534,"1",0,0,4,7,1560,0,1962,0,"98007",47.6012,-122.152,1560,6969 +"1853080730","20141210T000000",835000,3,2.5,2960,6856,"2",0,0,3,10,2960,0,2009,0,"98074",47.5906,-122.057,3320,6856 +"6708200040","20140507T000000",409500,4,2.75,2140,13000,"1",0,0,3,7,1320,820,1968,0,"98028",47.7683,-122.252,2360,11000 +"3438501452","20140520T000000",329000,4,2.5,1600,6765,"1",0,0,3,7,830,770,1947,2011,"98106",47.5469,-122.365,1600,8942 +"9287802380","20140522T000000",940000,4,2.75,2080,4000,"1.5",0,0,3,8,2080,0,1912,2000,"98107",47.6737,-122.358,1730,5000 +"2652501513","20140813T000000",539950,3,2,1560,3200,"1.5",0,0,3,7,1560,0,1910,2007,"98109",47.6398,-122.356,1240,3600 +"2421059125","20150414T000000",579950,4,2.5,2880,213444,"1",0,0,5,8,2140,740,1984,0,"98092",47.2887,-122.109,2810,213444 +"1250202990","20140611T000000",881000,5,3,2510,4125,"1.5",0,3,5,8,1590,920,1925,0,"98144",47.5968,-122.29,2190,5415 +"6914700165","20140804T000000",362500,3,1,960,5424,"1.5",0,0,3,6,960,0,1916,0,"98115",47.6997,-122.32,1550,5687 +"0920069052","20150421T000000",243950,2,1,1120,35500,"1",0,0,5,6,1120,0,1961,0,"98022",47.2411,-122.043,1680,66022 +"7853310590","20140529T000000",658000,4,2.75,3310,6166,"2",0,0,3,9,3310,0,2008,0,"98065",47.521,-121.877,3200,7027 +"1898600100","20141124T000000",218250,3,1.5,1080,9774,"1",0,0,3,7,1080,0,1968,0,"98023",47.3155,-122.401,1190,9611 +"5611500100","20140522T000000",655000,4,2.5,2860,12394,"2",0,0,3,10,2860,0,1999,0,"98075",47.5832,-122.026,3070,8515 +"1796370590","20150305T000000",255000,3,2,1490,7599,"1",0,0,3,7,1490,0,1990,0,"98042",47.3687,-122.088,1560,7710 +"7831800110","20150115T000000",215000,3,1,1210,7175,"1",0,0,3,7,1210,0,1918,0,"98106",47.5339,-122.356,1640,5850 +"4218400175","20150223T000000",1.265e+006,3,1.75,2240,5657,"1.5",0,2,4,8,1910,330,1941,0,"98105",47.6621,-122.27,2970,5657 +"5317100750","20140711T000000",2.92e+006,4,4.75,4575,24085,"2.5",0,2,5,10,3905,670,1926,0,"98112",47.6263,-122.284,3900,9687 +"3365900175","20150402T000000",424305,3,2.5,1600,5960,"2",0,2,5,8,1600,0,1910,0,"98168",47.4758,-122.265,1410,13056 +"7649900175","20140520T000000",494000,4,1.75,2090,4300,"1.5",0,0,4,7,1250,840,1925,0,"98136",47.5555,-122.397,1670,5000 +"8159600360","20140605T000000",560000,4,2.5,2260,3713,"2",0,0,3,9,2260,0,2003,0,"98034",47.7247,-122.165,2260,3713 +"9272202260","20140924T000000",130000,3,1,1200,7000,"2",0,0,1,7,1200,0,1908,0,"98116",47.5883,-122.384,3290,6000 +"2820069048","20150504T000000",468000,4,2.5,2480,176418,"1.5",0,3,5,8,2480,0,1927,0,"98022",47.1941,-122.038,1640,112384 +"6744700343","20141209T000000",480000,5,3,2240,15435,"1",0,1,5,7,1390,850,1952,0,"98155",47.7426,-122.288,2240,10750 +"0925049318","20140811T000000",475000,3,1.75,1550,4054,"1.5",0,0,4,7,1550,0,1926,0,"98115",47.6743,-122.301,1510,3889 +"6648700150","20150225T000000",285000,4,1.75,2130,8151,"1",0,0,4,7,1330,800,1967,0,"98031",47.3932,-122.201,1600,8587 +"0510001400","20140630T000000",765000,5,3,2870,5700,"1",0,0,3,7,1950,920,1964,0,"98103",47.6621,-122.33,1730,5529 +"7606200090","20150327T000000",208000,2,1,1160,5750,"1",0,0,4,6,1160,0,1924,0,"98065",47.5322,-121.829,1160,8250 +"8562890590","20141003T000000",372000,3,2.5,2430,5000,"2",0,0,3,8,2430,0,2001,0,"98042",47.3786,-122.127,2910,5620 +"0441000115","20141209T000000",470000,2,1,900,5512,"1",0,0,3,7,900,0,1947,0,"98115",47.6877,-122.289,1270,5512 +"3876200330","20140626T000000",451000,5,2.75,2830,8925,"1.5",0,0,3,7,2830,0,1967,0,"98034",47.731,-122.179,1700,8539 +"1508210100","20140827T000000",442200,4,1.75,1620,8132,"1",0,0,3,8,1620,0,1974,0,"98052",47.6788,-122.11,1920,8400 +"2944500330","20140825T000000",330000,4,2.5,2510,8580,"2",0,0,4,8,2510,0,1991,2012,"98023",47.295,-122.37,2290,7809 +"4302200625","20140924T000000",335000,3,1.75,1790,5120,"1",0,0,4,6,940,850,1949,0,"98106",47.5277,-122.355,1160,5120 +"2722049246","20141114T000000",280000,3,2,1640,13249,"1",0,0,3,7,1640,0,1995,0,"98032",47.3589,-122.281,1640,9240 +"0142000175","20140822T000000",625000,3,1.75,2240,6050,"1",0,0,4,8,1250,990,1950,0,"98116",47.5658,-122.4,1720,6050 +"9558041130","20140903T000000",345000,3,2.5,1870,3584,"2",0,0,3,8,1870,0,2003,0,"98058",47.4521,-122.121,1900,3920 +"5112800210","20141024T000000",255950,4,1,1500,11050,"1",0,0,5,7,1500,0,1964,0,"98058",47.4509,-122.088,1970,20800 +"2461900850","20150105T000000",570000,4,1,1490,6000,"1.5",0,0,3,7,1490,0,1918,0,"98136",47.5518,-122.385,1700,6000 +"0647100096","20150331T000000",685000,3,1.5,2230,8558,"2",0,0,3,8,2230,0,1960,0,"98040",47.5833,-122.219,2200,8558 +"2787311110","20140902T000000",273148,3,1.75,1710,7210,"1",0,0,4,7,1240,470,1974,0,"98031",47.4094,-122.175,1840,7245 +"1545801500","20140625T000000",246500,3,2.5,1620,7686,"2",0,0,3,7,1620,0,1989,0,"98038",47.3613,-122.053,1370,7686 +"3811300110","20150406T000000",349950,5,2.5,2250,7176,"1",0,0,3,7,1310,940,1983,0,"98055",47.4486,-122.194,1550,9081 +"7519001321","20150210T000000",545000,4,2,1700,2350,"1",0,0,3,6,850,850,1926,2014,"98117",47.6865,-122.366,1600,4160 +"8641500252","20150227T000000",403000,3,2.5,1502,1400,"3",0,0,3,7,1502,0,2005,0,"98115",47.6951,-122.305,1377,1466 +"8562891240","20150211T000000",299950,4,2.5,1900,4054,"2",0,0,3,7,1900,0,2003,0,"98042",47.3767,-122.124,2520,4085 +"8644210110","20150501T000000",792000,3,2.5,3320,12840,"1",0,0,3,10,2600,720,1990,0,"98075",47.5783,-121.994,3230,14933 +"8024202380","20141002T000000",418000,5,2.5,1980,10205,"1",0,0,4,7,1080,900,1929,0,"98115",47.699,-122.307,1310,5413 +"5006000035","20150427T000000",332500,4,1,1670,8102,"1.5",0,0,3,6,1670,0,1944,0,"98166",47.4692,-122.355,1310,7906 +"0421069081","20150127T000000",337000,3,2.5,2235,43560,"1",0,0,5,7,990,1245,1975,0,"98010",47.3326,-122.046,1460,29621 +"5053300015","20150121T000000",212000,2,1,1070,7386,"1",0,0,3,6,1070,0,1949,0,"98108",47.5434,-122.298,1330,6351 +"8857320120","20150310T000000",542000,2,2.25,1800,2819,"2",0,2,4,9,1800,0,1979,0,"98008",47.6104,-122.113,1800,2755 +"7852110690","20140522T000000",622500,4,2.5,2980,8107,"2",0,0,3,9,2980,0,2000,0,"98065",47.5389,-121.876,2750,7760 +"6084600330","20140829T000000",260000,3,1.75,1670,8511,"1",0,0,3,7,1340,330,1985,0,"98001",47.3257,-122.276,1580,7218 +"5561000330","20150505T000000",525000,3,1.75,2620,38350,"1",0,0,4,8,1320,1300,1977,0,"98027",47.4619,-121.991,2170,36962 +"2225059273","20141114T000000",975000,5,3.5,5470,35071,"2",0,0,3,11,4590,880,1976,0,"98005",47.6368,-122.159,3600,35074 +"1370803445","20140909T000000",1.14e+006,4,1.75,3080,6500,"1",0,0,4,9,1700,1380,1941,0,"98199",47.6353,-122.402,2960,5711 +"1236300268","20150303T000000",500000,3,1,940,10360,"1",0,0,4,7,940,0,1964,0,"98033",47.688,-122.19,2019,10360 +"7752700110","20140618T000000",554000,5,2.25,1870,11411,"1",0,0,4,8,1170,700,1961,0,"98155",47.7445,-122.289,2420,10793 +"2781250230","20140605T000000",343000,4,2.5,2070,4500,"2",0,0,3,7,2070,0,2004,0,"98038",47.3497,-122.026,2760,5173 +"4027701055","20150424T000000",515000,2,1.75,950,15219,"1",0,0,3,8,950,0,2009,0,"98028",47.7723,-122.262,1560,12416 +"2755200040","20140712T000000",492000,2,1,1290,6272,"1",0,0,4,6,890,400,1922,0,"98115",47.6777,-122.305,1260,5376 +"2193320450","20150213T000000",655000,4,3,2570,8022,"1",0,0,4,8,1370,1200,1984,0,"98052",47.6956,-122.099,2090,8022 +"2895550330","20150506T000000",290000,3,2.5,1600,6848,"2",0,0,3,7,1600,0,2000,0,"98001",47.3303,-122.271,1700,7210 +"8712100790","20140701T000000",952500,4,1.5,2550,5055,"2",0,0,4,10,2550,0,1910,0,"98112",47.636,-122.301,1970,4431 +"7883603700","20140822T000000",235000,2,1,1010,7500,"1",0,0,3,7,1010,0,1941,0,"98108",47.5283,-122.32,1220,6000 +"3438502731","20150401T000000",323000,3,1.5,1720,7110,"1",0,0,3,8,1720,0,1955,0,"98106",47.5417,-122.355,1730,6840 +"2025049161","20140506T000000",1.05e+006,3,2.5,2200,1970,"2",0,0,3,9,1610,590,2008,0,"98102",47.6426,-122.327,1890,3505 +"1222029077","20141029T000000",265000,0,0.75,384,213444,"1",0,0,3,4,384,0,2003,0,"98070",47.4177,-122.491,1920,224341 +"5706500385","20150129T000000",200000,2,1,1400,9600,"1.5",0,0,4,6,1400,0,1941,0,"98022",47.2113,-121.993,1230,9600 +"4024101254","20141204T000000",419995,3,2.25,1830,7500,"1",0,0,4,7,1330,500,1968,0,"98155",47.7574,-122.31,1830,8720 +"7923250090","20150310T000000",1.5e+006,3,3,3110,9015,"1",0,4,4,10,1590,1520,1980,0,"98033",47.6624,-122.202,3150,11447 +"6675500082","20140812T000000",455000,3,2.5,1600,7829,"2",0,0,3,7,1600,0,1987,0,"98034",47.7288,-122.227,1580,9104 +"4046710180","20150325T000000",660000,3,3.5,3600,37982,"2",0,0,4,8,3600,0,1996,0,"98014",47.6982,-121.917,2050,18019 +"1771000760","20140513T000000",319000,3,1,1390,12823,"1",0,0,4,7,1390,0,1968,0,"98077",47.7438,-122.075,1390,10095 +"3421069044","20141223T000000",390000,3,1.75,2092,250905,"1",0,0,3,7,2092,0,1981,0,"98022",47.2664,-122.027,2092,217800 +"6600000330","20140627T000000",718500,3,1.5,1200,6240,"1",0,0,3,8,1030,170,1952,0,"98112",47.6222,-122.287,2810,6240 +"2041000025","20141203T000000",474000,2,1,1090,3160,"1",0,0,3,7,840,250,1926,0,"98109",47.6385,-122.344,1070,3160 +"2215500230","20140825T000000",615750,4,2,2140,6360,"2",0,0,3,7,1840,300,1945,0,"98115",47.687,-122.286,1690,6360 +"6639900176","20141114T000000",551000,3,2.5,2010,17362,"2",0,0,3,8,2010,0,1994,0,"98033",47.6904,-122.176,1920,7200 +"0104510180","20150211T000000",230000,3,2.25,1500,7210,"1",0,0,3,7,1150,350,1984,0,"98023",47.3124,-122.352,1500,7210 +"7202360760","20140711T000000",790000,4,2.5,3500,9198,"2",0,0,3,9,3500,0,2004,0,"98053",47.6785,-122.025,3990,8598 +"3879901285","20150326T000000",1.23e+006,3,2.5,2660,1967,"3",0,3,3,9,1870,790,2007,0,"98119",47.6264,-122.363,1640,1369 +"1559900110","20141223T000000",325000,3,2.25,1440,6443,"2",0,0,3,7,1440,0,1995,0,"98019",47.7471,-121.979,1700,6749 +"7202260040","20140801T000000",705000,4,2.75,2780,6207,"2",0,0,3,8,2780,0,2001,0,"98053",47.6867,-122.038,2660,5592 +"7334600730","20141211T000000",259000,4,1.75,1580,8856,"2",0,0,3,7,1580,0,1979,0,"98045",47.4694,-121.745,1390,9490 +"1723049419","20141204T000000",306000,3,1.5,1250,8700,"1",0,0,4,7,1250,0,1959,0,"98168",47.4744,-122.328,1300,8700 +"3438501081","20141215T000000",315000,3,1,970,6828,"1",0,0,3,6,970,0,1928,0,"98106",47.5476,-122.36,1160,11666 +"2916200054","20150413T000000",392500,3,1,1100,7650,"1",0,0,3,7,1100,0,1952,0,"98133",47.7219,-122.354,1430,7650 +"3024059149","20141112T000000",1.065e+006,4,2.25,3240,12930,"2",0,0,4,9,2730,510,1968,0,"98040",47.5373,-122.22,2610,12884 +"1862400528","20140716T000000",350500,2,2.5,1290,1445,"3",0,0,3,8,1290,0,1999,0,"98117",47.6955,-122.376,1470,1503 +"6329000385","20140618T000000",825000,4,3.5,3810,9792,"2",0,0,3,9,3810,0,1938,2013,"98146",47.5018,-122.38,1950,9792 +"7812800215","20140808T000000",235000,4,1,1500,6360,"1.5",0,0,3,6,1500,0,1944,0,"98178",47.4979,-122.24,1190,6360 +"2324079057","20150302T000000",650000,3,2,2660,257875,"1",0,2,4,8,1530,1130,1976,0,"98024",47.553,-121.887,1710,64033 +"1982201485","20140512T000000",675000,4,3,2400,3340,"1",0,0,4,7,1200,1200,1964,0,"98107",47.6646,-122.365,1520,3758 +"0740500040","20141001T000000",265000,4,1,1860,8505,"1",0,0,4,7,1860,0,1955,0,"98055",47.4406,-122.194,1560,8505 +"3025049052","20140812T000000",822500,2,1,1450,7098,"1",0,4,3,7,1450,0,1924,0,"98109",47.63,-122.349,2390,6098 +"5244801255","20150428T000000",705000,3,2.75,2260,4000,"2",0,0,4,8,1540,720,1956,0,"98109",47.6435,-122.353,2120,4000 +"2397101606","20141208T000000",2.63e+006,6,4.75,5540,7200,"2.5",0,2,4,11,3950,1590,1909,0,"98119",47.6361,-122.366,2930,7200 +"7234601445","20140623T000000",685000,2,1.5,1300,1676,"1",0,2,3,7,1300,0,1943,0,"98122",47.6133,-122.308,1260,1740 +"3693901105","20141020T000000",630000,4,2,1610,5000,"2",0,0,5,7,1610,0,1946,0,"98117",47.6775,-122.398,1300,4950 +"3124059006","20140508T000000",1.25e+006,4,3.25,3820,24166,"2",0,1,4,11,3310,510,1990,0,"98040",47.5263,-122.227,2900,18786 +"2523039310","20150112T000000",359000,4,2.5,1820,11325,"1",0,0,3,8,1390,430,1976,0,"98166",47.4574,-122.361,1990,10802 +"5469650040","20150316T000000",784500,4,5,5820,13906,"2",0,0,3,11,3750,2070,1993,0,"98042",47.3814,-122.164,2980,13000 +"5021900945","20140703T000000",850000,3,2,2470,8800,"2",0,0,3,9,2470,0,1961,2004,"98040",47.5753,-122.222,2340,10980 +"1152700220","20140903T000000",410000,3,2.5,3040,6054,"2",0,0,3,9,3040,0,2005,0,"98042",47.3508,-122.163,2650,6054 +"1423900220","20140709T000000",252000,4,1.75,1120,8250,"1",0,0,4,7,1120,0,1966,0,"98058",47.4555,-122.177,1330,7975 +"3425059066","20140812T000000",618000,5,1.75,1880,18295,"1",0,0,4,7,1880,0,1955,0,"98005",47.6059,-122.154,2180,20674 +"5347200165","20141002T000000",265000,3,1,1070,4800,"1",0,0,3,6,970,100,1947,0,"98126",47.5187,-122.377,1120,1198 +"5145100300","20140918T000000",465000,3,2,1560,8509,"1",0,0,3,8,790,770,1969,0,"98034",47.7261,-122.22,1410,7428 +"6141100395","20150204T000000",240000,2,1,870,6552,"1",0,0,3,6,870,0,1947,0,"98133",47.7188,-122.353,1500,6678 +"5153200506","20140731T000000",217000,3,1,1000,12000,"1",0,0,3,7,1000,0,1959,0,"98023",47.3321,-122.346,1490,14940 +"9122000385","20140806T000000",415000,4,2.25,2520,4200,"1.5",0,0,4,7,1510,1010,1909,0,"98144",47.5814,-122.312,1460,4200 +"3279000120","20141222T000000",274000,2,2,1700,7992,"1",0,0,4,7,950,750,1980,0,"98023",47.3031,-122.385,1700,8030 +"3438503223","20150223T000000",420000,5,3,2150,6117,"1",0,0,3,7,1370,780,2003,0,"98106",47.538,-122.356,1990,6064 +"6788201240","20150318T000000",1.0625e+006,4,2.75,1590,6000,"1.5",0,0,4,8,1590,0,1925,0,"98112",47.6401,-122.299,1590,4000 +"4139900120","20140605T000000",1.415e+006,4,5.25,4670,43950,"2",0,0,3,12,4670,0,1989,0,"98006",47.5456,-122.126,4900,35000 +"1868900775","20140505T000000",618500,3,2,1800,5000,"1",0,0,4,7,1080,720,1942,0,"98115",47.6738,-122.297,1800,5000 +"0764000180","20150109T000000",295000,3,1.5,1670,10800,"1",0,0,4,8,1670,0,1956,0,"98022",47.2004,-122.003,1670,9169 +"3578400910","20150316T000000",400000,3,2,1010,12252,"1",0,0,3,8,1010,0,1980,0,"98074",47.6224,-122.045,1840,11497 +"5631500191","20150326T000000",595000,3,2.5,2550,6677,"2",0,0,3,8,2550,0,2002,0,"98028",47.7336,-122.232,1930,7217 +"6448000100","20140617T000000",1.728e+006,4,3,3700,20570,"1",0,0,4,10,1850,1850,1976,0,"98004",47.6212,-122.224,3080,17595 +"1545801340","20141231T000000",261000,3,1.75,1350,7686,"1",0,0,3,7,1350,0,1987,0,"98038",47.3617,-122.052,1370,7686 +"5244800915","20141016T000000",780000,5,2.5,1660,4000,"1.5",0,0,5,8,1660,0,1929,0,"98109",47.6452,-122.352,1210,4000 +"4217400590","20141118T000000",589000,3,1.5,1390,5040,"1",0,0,3,7,1090,300,1947,0,"98105",47.6611,-122.282,1910,4800 +"1683600110","20150305T000000",230000,3,1.75,1720,9125,"1",0,0,4,7,1140,580,1981,0,"98092",47.3173,-122.181,1120,7506 +"3630090110","20141018T000000",690000,4,3.5,2980,2147,"2.5",0,0,3,10,2490,490,2006,0,"98029",47.5463,-121.995,2880,2428 +"1785400210","20150129T000000",524000,4,2.25,2190,15491,"2",0,0,3,8,2190,0,1981,0,"98074",47.6299,-122.039,2090,15039 +"3319500317","20140522T000000",380000,2,2.5,1230,987,"2",0,0,3,7,1060,170,2011,0,"98144",47.6007,-122.305,1290,1328 +"2492200256","20141112T000000",357500,3,1,1000,4080,"1",0,0,4,7,740,260,1945,0,"98126",47.5351,-122.381,1480,4080 +"3797300110","20141027T000000",330000,3,2,2500,10697,"1",0,0,3,8,2500,0,1994,0,"98022",47.1927,-122.01,2560,9772 +"1870400615","20150309T000000",635000,5,1.75,2240,4750,"1",0,0,4,7,1120,1120,1920,0,"98115",47.6727,-122.293,1980,4750 +"8823901445","20150313T000000",934000,9,3,2820,4480,"2",0,0,3,7,1880,940,1918,0,"98105",47.6654,-122.307,2460,4400 +"3630000150","20150128T000000",358500,2,1.75,1400,865,"2",0,0,3,8,1110,290,2005,0,"98029",47.5478,-121.999,1380,1107 +"5727500301","20141006T000000",401000,3,1.5,1470,6867,"1",0,0,3,8,1470,0,1955,0,"98155",47.7495,-122.327,1470,6523 +"4167960330","20150109T000000",270000,3,2,1820,7750,"1",0,0,3,8,1820,0,1992,0,"98023",47.3169,-122.352,2080,8084 +"2484700155","20141014T000000",705000,4,2,2060,6000,"1",0,1,4,8,1370,690,1954,0,"98136",47.5237,-122.383,2060,6600 +"4046700300","20141030T000000",325000,3,2,1670,17071,"1",0,0,3,7,1100,570,1988,0,"98014",47.69,-121.913,1660,15593 +"4365200865","20140902T000000",384950,3,1,1540,7740,"1",0,0,4,7,1540,0,1909,0,"98126",47.522,-122.375,1220,7740 +"6713700205","20140715T000000",310000,3,1,1210,9730,"1",0,0,4,7,1210,0,1953,0,"98133",47.762,-122.355,1470,9730 +"0293800900","20141006T000000",829950,4,2.5,3430,42775,"2",0,0,3,10,3430,0,1992,0,"98077",47.765,-122.045,3190,36820 +"3375800220","20150330T000000",353000,3,2.5,2550,6021,"2",0,0,3,7,2550,0,2002,0,"98030",47.3828,-122.211,2080,6021 +"8898700820","20140707T000000",170500,2,1,1060,7700,"1",0,0,3,7,820,240,1981,0,"98055",47.4599,-122.205,1370,8833 +"2725069156","20140716T000000",885250,4,2.5,3670,49658,"2",0,0,3,10,3670,0,1999,0,"98074",47.6219,-122.015,3040,49658 +"8043700300","20140608T000000",2.7e+006,4,3.25,4420,7850,"2",1,4,3,11,3150,1270,2001,0,"98008",47.572,-122.102,2760,8525 +"2372800100","20140925T000000",245000,3,1.5,1550,9126,"1",0,0,5,7,1550,0,1957,0,"98022",47.2012,-122,1450,9282 +"7518501822","20141017T000000",469000,3,2.5,1190,1290,"3",0,0,3,8,1190,0,2008,0,"98107",47.6762,-122.378,1410,1923 +"1928300620","20140608T000000",455000,3,1,1300,3550,"1.5",0,0,3,7,1300,0,1927,0,"98105",47.6696,-122.32,1410,4080 +"1402950100","20141121T000000",305000,4,2.5,2430,5959,"2",0,0,3,8,2430,0,2002,0,"98092",47.3348,-122.19,2100,5414 +"2616800600","20140530T000000",840000,7,4.5,4290,37607,"1.5",0,0,5,10,4290,0,1982,0,"98027",47.4812,-122.033,2810,40510 +"2597530760","20140623T000000",905000,5,3.5,3500,10155,"2",0,0,3,10,2570,930,1996,0,"98006",47.5415,-122.133,2940,10753 +"7345200650","20141231T000000",219200,3,2,1680,7000,"1.5",0,0,4,7,1680,0,1968,0,"98002",47.2775,-122.203,1540,7480 +"0259800750","20150223T000000",455000,3,1.5,1250,8004,"1",0,0,3,7,1250,0,1965,0,"98008",47.6285,-122.117,1450,7931 +"0723049197","20140627T000000",195000,2,1,1020,8100,"1",0,0,3,6,1020,0,1940,0,"98168",47.4971,-122.334,1200,12500 +"2883200775","20141113T000000",799000,3,1,1510,4178,"2",0,0,3,8,1510,0,1902,1979,"98103",47.6849,-122.335,2140,4916 +"3995700245","20140627T000000",285000,2,1,910,8155,"1",0,0,4,6,910,0,1948,0,"98155",47.7399,-122.3,1240,8155 +"1775900220","20140922T000000",300000,3,1.5,1320,15053,"1",0,0,3,7,1320,0,1979,0,"98072",47.7405,-122.095,1250,13368 +"7999600180","20140529T000000",83000,2,1,900,8580,"1",0,0,3,5,900,0,1918,0,"98168",47.4727,-122.27,2060,6533 +"6145601745","20150414T000000",220000,2,1,890,4804,"1",0,0,4,7,890,0,1928,0,"98133",47.7027,-122.346,1010,3844 +"0818500100","20140603T000000",174500,2,2.5,1240,2689,"2",0,0,3,7,1240,0,1986,0,"98003",47.3236,-122.323,1430,3609 +"3904920730","20150427T000000",695000,4,2.5,2960,10760,"2",0,0,3,9,2960,0,1987,0,"98029",47.5677,-122.013,2480,9528 +"3211000040","20141204T000000",255000,3,1.5,1020,11410,"1",0,0,3,7,1020,0,1959,0,"98059",47.4811,-122.162,1290,8400 +"9557300040","20150225T000000",539000,5,2.25,2590,7245,"1",0,0,3,8,1510,1080,1973,0,"98008",47.6398,-122.111,1930,7245 +"7011201482","20150317T000000",552700,2,1,1100,2800,"1",0,0,3,7,1100,0,1925,0,"98119",47.6361,-122.371,1110,1673 +"5315100667","20140603T000000",571500,3,1,1300,6710,"1",0,0,4,6,1300,0,1952,0,"98040",47.5851,-122.242,1630,9946 +"8598900157","20150313T000000",263700,3,1,1200,6561,"1",0,0,3,6,1200,0,1950,1968,"98177",47.7763,-122.36,1340,9450 +"1346300150","20141020T000000",3.3e+006,8,4,7710,11750,"3.5",0,0,5,12,6090,1620,1904,0,"98112",47.6263,-122.314,4210,8325 +"9268710220","20140528T000000",186950,2,2,1390,1302,"2",0,0,3,7,1390,0,1986,0,"98003",47.3089,-122.33,1390,1302 +"2224079086","20141110T000000",520000,3,1.75,1430,53628,"2",0,0,3,8,1430,0,1985,0,"98024",47.5577,-121.891,2100,53628 +"1761600150","20140730T000000",358000,3,1.5,1250,7194,"1",0,0,4,7,1250,0,1969,0,"98034",47.7298,-122.231,1340,7242 +"2123049086","20140807T000000",210000,2,0.75,840,49658,"1",0,0,2,6,840,0,1948,0,"98168",47.4727,-122.292,1240,11000 +"4389201095","20150511T000000",3.65e+006,5,3.75,5020,8694,"2",0,1,3,12,3970,1050,2007,0,"98004",47.6146,-122.213,4190,11275 +"2802200100","20140811T000000",543000,4,2.25,2060,8767,"2",0,0,3,8,2060,0,1983,0,"98052",47.7228,-122.103,1610,8062 +"6706000040","20150423T000000",330000,4,2.25,2000,10679,"1",0,0,3,7,1350,650,1960,0,"98148",47.4238,-122.329,1650,8875 +"9828701690","20140806T000000",529000,3,2,1530,3400,"1",0,0,3,7,990,540,1907,2014,"98112",47.6204,-122.296,1880,4212 +"7891600165","20140627T000000",295000,1,1,700,2500,"1",0,0,4,7,700,0,1907,0,"98106",47.5662,-122.364,1340,5000 +"1238500978","20140922T000000",365000,3,1,950,8450,"1",0,0,3,7,950,0,1962,0,"98033",47.6884,-122.186,1610,10080 +"8673400141","20141015T000000",473000,3,3,1380,1081,"3",0,0,3,8,1380,0,2005,0,"98107",47.6692,-122.39,1390,1140 +"9421500150","20140623T000000",403500,3,1,1830,8004,"1",0,0,3,8,1200,630,1960,0,"98125",47.7259,-122.297,1860,7971 +"0148000035","20140602T000000",544000,3,1.5,1790,8203,"1.5",0,1,3,7,1790,0,1910,0,"98116",47.5768,-122.403,1960,6047 +"2436700395","20141023T000000",621000,3,1,1340,4000,"1.5",0,0,4,7,1340,0,1927,0,"98105",47.6652,-122.288,1510,4000 +"8010100040","20140801T000000",672600,3,2.25,1520,5750,"2",0,0,3,8,1400,120,1908,2006,"98116",47.5787,-122.388,1420,5650 +"1193000220","20150407T000000",689800,2,1.75,1370,3125,"1",0,0,3,7,1090,280,1950,0,"98199",47.6492,-122.391,1730,5966 +"8827901415","20150507T000000",613000,3,1.5,1470,4480,"1",0,0,4,7,1130,340,1918,0,"98105",47.6693,-122.291,2120,4480 +"7732410220","20140701T000000",808000,4,2.25,2500,8866,"2",0,0,4,9,2500,0,1987,0,"98007",47.6604,-122.146,2630,8847 +"0415100015","20140725T000000",301000,3,1,1060,9241,"1",0,0,4,7,1060,0,1956,0,"98133",47.7465,-122.339,1900,6484 +"2130400150","20140925T000000",340000,3,1.75,1210,9635,"1",0,0,4,7,1210,0,1987,0,"98019",47.7382,-121.98,1550,10707 +"1555200590","20141223T000000",206000,3,1,920,8400,"1",0,0,3,7,920,0,1963,0,"98032",47.3771,-122.287,1260,8400 +"2174503500","20141103T000000",550000,3,1.5,1340,6000,"1",0,0,4,7,1340,0,1960,0,"98040",47.5866,-122.25,1590,9000 +"6371500120","20141224T000000",325000,2,1,960,4800,"1.5",0,0,2,6,960,0,1912,0,"98116",47.5752,-122.411,1440,4800 +"3904900610","20141012T000000",475000,3,2.5,1630,7586,"2",0,0,3,8,1630,0,1986,0,"98029",47.5689,-122.023,2090,7330 +"9527000490","20140730T000000",432100,3,1.75,1840,7350,"1",0,0,3,8,1310,530,1976,0,"98034",47.7089,-122.23,1860,7000 +"2457200120","20150303T000000",359000,3,2,3085,7280,"1",0,0,4,7,1560,1525,1959,0,"98056",47.4956,-122.181,1480,7900 +"3501600100","20150105T000000",490000,3,1,920,4800,"1",0,0,4,6,780,140,1926,0,"98117",47.6937,-122.362,1370,4800 +"1245001295","20140522T000000",648360,4,1.75,2260,7005,"1",0,1,4,7,1130,1130,1947,0,"98033",47.6895,-122.207,2330,9180 +"9536601295","20141007T000000",340000,3,1.75,1730,11986,"1",0,3,5,6,1730,0,1918,0,"98198",47.3595,-122.323,2490,9264 +"2205700180","20150403T000000",545000,3,2,1610,8069,"1",0,0,5,7,1090,520,1955,0,"98006",47.5754,-122.15,1510,8803 +"0623049232","20140715T000000",115000,2,0.75,550,7980,"1",0,0,3,5,550,0,1952,0,"98146",47.511,-122.348,1330,7980 +"9413600100","20150219T000000",705640,3,2.25,2400,12350,"1",0,0,4,8,1420,980,1968,0,"98033",47.6533,-122.192,2615,12043 +"6064800410","20140730T000000",300000,3,2.25,1960,1585,"2",0,0,3,7,1750,210,2003,0,"98118",47.5414,-122.288,1760,1958 +"8964800975","20140731T000000",1.65e+006,4,2.75,3190,14904,"1",0,3,4,9,1940,1250,1949,1992,"98004",47.6178,-122.214,2600,11195 +"4473400155","20150417T000000",1.1375e+006,4,3.5,3160,4200,"2",0,4,3,8,2180,980,1999,0,"98144",47.5963,-122.292,2180,5200 +"7657000210","20140818T000000",280000,3,1.75,1550,7410,"1.5",0,0,5,7,1550,0,1944,0,"98178",47.4951,-122.237,1250,7467 +"8732040180","20141219T000000",245000,4,1.75,1930,7650,"1",0,0,4,8,1280,650,1981,0,"98023",47.3078,-122.386,1860,8800 +"9547202950","20141030T000000",564000,4,1,1170,4590,"1.5",0,0,4,7,1170,0,1925,0,"98115",47.6804,-122.311,1430,4080 +"1370802770","20140919T000000",849000,3,1.75,2520,4534,"1",0,0,5,9,1460,1060,1954,0,"98199",47.6381,-122.401,1870,5023 +"3885803465","20150409T000000",698000,3,1.75,1220,7447,"1",0,0,4,7,1220,0,1964,0,"98033",47.6886,-122.211,1340,7200 +"2896610210","20140925T000000",319000,3,1,960,8556,"1",0,0,3,7,960,0,1971,0,"98034",47.7245,-122.22,1320,7528 +"3760500455","20150224T000000",1.45e+006,3,3.5,4110,15720,"1",0,1,3,10,2230,1880,2000,0,"98034",47.6996,-122.229,2500,15400 +"3324069541","20140710T000000",695000,4,3.5,3310,21050,"2",0,0,5,9,2400,910,1992,0,"98027",47.5197,-122.041,2260,23400 +"0003600072","20150330T000000",680000,4,2.75,2220,5310,"1",0,0,5,7,1170,1050,1951,0,"98144",47.5801,-122.294,1540,4200 +"2722049218","20141027T000000",287500,4,2.25,2250,12000,"2",0,0,3,8,2250,0,1985,0,"98032",47.3715,-122.274,2140,11871 +"1225039052","20141112T000000",465000,3,3.25,1510,1850,"2",0,2,3,8,1230,280,2001,0,"98107",47.6683,-122.362,1540,1840 +"8807810090","20140925T000000",335000,3,1,1350,14212,"1",0,0,4,6,1350,0,1981,0,"98053",47.6606,-122.06,1520,14404 +"9508850120","20140627T000000",602000,4,1.75,2420,37800,"1",0,0,4,8,1880,540,1981,0,"98053",47.6688,-122.024,2780,35532 +"5126300650","20150225T000000",482000,3,2.5,2950,6545,"2",0,0,3,8,2950,0,2003,0,"98059",47.4828,-122.139,2400,6550 +"6303400965","20140909T000000",220000,5,1,1260,8382,"1.5",0,0,3,7,1260,0,1918,0,"98146",47.5058,-122.355,910,8382 +"7116500925","20140520T000000",206000,4,2,1700,6025,"1",0,0,3,6,1700,0,1978,0,"98002",47.3029,-122.221,1320,5956 +"9241900115","20150324T000000",1.1e+006,4,3,3320,5760,"2",0,0,3,9,2120,1200,1954,2007,"98199",47.6474,-122.389,2400,6144 +"7202330410","20150320T000000",491150,3,2.5,1470,3971,"2",0,0,3,7,1470,0,2003,0,"98053",47.6816,-122.035,1650,3148 +"5151600300","20140812T000000",390000,4,2.75,2500,12848,"1",0,1,3,8,2120,380,1975,0,"98003",47.3364,-122.321,2370,12497 +"1332200100","20150507T000000",393000,4,2.5,2641,8091,"2",0,0,3,7,2641,0,1998,0,"98031",47.4043,-122.213,2641,8535 +"1939130730","20140717T000000",635000,4,2,2260,8457,"2",0,0,3,9,2260,0,1992,0,"98074",47.6251,-122.03,2410,7713 +"0472000015","20140516T000000",490000,2,1,1160,5000,"1",0,0,4,8,1160,0,1937,0,"98117",47.6865,-122.399,1750,5000 +"3667500015","20140925T000000",770000,4,3.5,3680,2242,"2.5",0,0,3,9,2670,1010,1930,2007,"98112",47.6192,-122.307,1350,1288 +"6430000945","20141204T000000",665000,2,2,1615,4590,"1.5",0,0,5,8,1615,0,1906,0,"98103",47.6886,-122.348,1470,4590 +"0322059161","20141001T000000",287000,3,1,1250,26862,"1",0,0,3,7,1250,0,1965,0,"98058",47.426,-122.154,1530,24463 +"7905200205","20141021T000000",410000,3,1,1230,7020,"1",0,0,3,7,1090,140,1924,0,"98116",47.5719,-122.39,1390,5850 +"1772600665","20150225T000000",562000,3,2,2510,5200,"1",0,0,5,8,1470,1040,1925,0,"98106",47.5631,-122.366,990,5400 +"0203101530","20140530T000000",475000,2,2,1540,54450,"2",0,0,3,7,1540,0,1983,0,"98053",47.638,-121.953,2280,29918 +"0820000018","20141014T000000",387500,3,3.25,1860,2218,"3",0,0,3,8,1860,0,2001,0,"98125",47.7185,-122.313,1860,2218 +"1560800110","20140617T000000",580000,5,2,2700,10875,"1",0,0,4,7,1540,1160,1962,0,"98007",47.6163,-122.138,2040,7464 +"2869200110","20140621T000000",930000,3,2.5,3290,6830,"2",0,0,3,10,3290,0,2000,0,"98052",47.6702,-122.142,3200,6227 +"6151800300","20150213T000000",625000,3,1.75,2700,18893,"1",0,0,4,7,2110,590,1948,1983,"98010",47.3397,-122.048,2260,17494 +"4475000180","20141203T000000",325000,3,2,1570,5600,"1",0,0,3,8,1570,0,1999,0,"98058",47.4286,-122.185,2010,5600 +"3223059206","20140627T000000",235000,3,1.75,1950,8712,"1",0,0,3,7,1950,0,1960,0,"98055",47.4391,-122.189,1820,11520 +"5102400025","20140625T000000",450000,2,1,1380,4390,"1",0,0,4,8,880,500,1931,0,"98115",47.6947,-122.323,1390,5234 +"0194000145","20150312T000000",745000,4,2.75,2410,5650,"1.5",0,0,5,8,2070,340,1909,0,"98116",47.5651,-122.391,1960,5650 +"5560000540","20140723T000000",223000,4,2,1200,8470,"1",0,0,4,7,1200,0,1961,0,"98023",47.3262,-122.338,1110,8400 +"3326049077","20140728T000000",630000,4,1.75,1770,12278,"1",0,0,3,7,1350,420,1937,0,"98115",47.7004,-122.295,1670,9336 +"3126049517","20140508T000000",413450,3,2.5,1540,1614,"3",0,0,3,8,1470,70,2008,0,"98103",47.6961,-122.341,1540,1418 +"2568200740","20140811T000000",720000,5,2.75,2860,5379,"2",0,0,3,9,2860,0,2005,0,"98052",47.7082,-122.104,2980,6018 +"2622059138","20150416T000000",339000,3,1.5,1740,21980,"1",0,0,4,7,1740,0,1973,0,"98042",47.3644,-122.132,1400,16100 +"6738700205","20150505T000000",1.1155e+006,4,3.5,2830,4000,"1.5",0,0,3,7,1840,990,1919,2014,"98144",47.5842,-122.292,2340,4000 +"1778350150","20140811T000000",839000,5,4,4280,11307,"2",0,0,3,10,2710,1570,1996,0,"98027",47.5503,-122.081,3080,11307 +"6613000930","20140902T000000",2.95e+006,4,3.25,3890,25470,"2",1,3,5,10,3030,860,1923,0,"98105",47.6608,-122.269,4140,19281 +"0324069058","20140530T000000",568000,4,2,2340,50233,"1",0,0,4,7,1170,1170,1966,0,"98075",47.5905,-122.022,2470,62290 +"4345300180","20150406T000000",269000,3,2,1410,10577,"1",0,0,3,7,1410,0,1994,0,"98030",47.3642,-122.187,1660,6757 +"7525100590","20150406T000000",382000,2,2,1350,2560,"1",0,0,4,8,1350,0,1974,0,"98052",47.6338,-122.106,1800,2560 +"0955000453","20150413T000000",574000,2,2.25,1100,1114,"2",0,0,3,8,900,200,2009,0,"98122",47.6199,-122.304,1230,1800 +"7852150720","20140922T000000",405000,3,2.5,2070,4697,"2",0,0,3,7,2070,0,2002,0,"98065",47.5307,-121.875,2230,4437 +"9545220100","20140728T000000",572000,3,2.5,2360,9938,"1",0,0,3,8,1690,670,1987,0,"98027",47.5374,-122.053,2280,9626 +"7504000230","20141205T000000",675000,4,2.25,2760,12100,"2",0,0,4,9,2760,0,1976,0,"98074",47.6285,-122.058,2850,12410 +"7657000540","20140902T000000",165000,4,1,1220,7980,"1.5",0,0,3,6,1220,0,1944,0,"98178",47.4924,-122.237,1210,7920 +"7657000540","20150304T000000",260000,4,1,1220,7980,"1.5",0,0,3,6,1220,0,1944,0,"98178",47.4924,-122.237,1210,7920 +"7893203770","20150304T000000",196000,3,1,1220,6719,"1",0,0,3,6,1220,0,1953,0,"98198",47.4187,-122.329,1580,7200 +"8035350120","20150224T000000",515000,3,2.5,3020,12184,"2",0,0,3,8,3020,0,2003,0,"98019",47.744,-121.976,2980,10029 +"8820902350","20141203T000000",810000,4,3.5,3470,7396,"2",0,3,3,8,2520,950,1979,0,"98125",47.7146,-122.279,2360,10541 +"5089700300","20150311T000000",365650,4,2.25,2380,7700,"2",0,0,4,8,2380,0,1977,0,"98055",47.4391,-122.194,2100,7700 +"7234601541","20140728T000000",651000,3,3,2260,1834,"2",0,0,3,8,1660,600,2002,0,"98122",47.6111,-122.308,2260,1834 +"7972603931","20141009T000000",240000,2,1,720,6345,"1",0,0,3,6,720,0,1943,0,"98106",47.5201,-122.35,720,6345 +"0318390180","20141029T000000",299000,3,2,1730,6007,"1",0,0,3,8,1730,0,2004,0,"98030",47.3573,-122.2,2000,6245 +"2597520900","20140804T000000",768000,3,2.5,2660,10928,"2",0,0,3,9,1830,830,1988,0,"98006",47.5442,-122.141,2800,10025 +"5652600556","20141028T000000",397380,2,1,1030,5072,"1",0,0,3,6,1030,0,1924,1958,"98115",47.6962,-122.294,1220,6781 +"8935100100","20140701T000000",476000,4,3,2890,6885,"1",0,0,3,7,1590,1300,1945,2015,"98115",47.6763,-122.282,2180,6885 +"4154301371","20150106T000000",315000,3,1,890,5200,"1",0,0,3,7,890,0,1957,0,"98118",47.559,-122.277,1420,6000 +"1105000787","20140926T000000",240000,3,2.25,1410,7290,"1",0,0,3,7,940,470,1980,0,"98118",47.5396,-122.274,1550,7375 +"2492201005","20140708T000000",325000,2,1,810,4080,"1",0,0,4,6,810,0,1941,0,"98126",47.5337,-122.379,1400,4080 +"9265410090","20141008T000000",160000,3,1.75,1370,8006,"2",0,0,3,7,1370,0,1990,0,"98001",47.258,-122.252,1530,8006 +"2619950740","20150109T000000",435000,3,2.5,2260,5100,"2",0,0,3,8,2260,0,2007,0,"98019",47.7341,-121.968,2260,5100 +"9412200330","20150410T000000",427500,3,1.75,1430,16200,"1",0,0,4,7,1430,0,1967,0,"98027",47.5223,-122.043,1690,13125 +"1079450410","20150417T000000",450000,5,2.5,2510,10240,"1",0,0,4,8,1410,1100,1984,0,"98059",47.4732,-122.141,2170,10500 +"9238900850","20140919T000000",688000,3,1.5,1760,4880,"1.5",0,3,3,8,1290,470,1928,0,"98136",47.5334,-122.388,1840,4998 +"2112701165","20150408T000000",285000,4,1,1430,3600,"1",0,0,3,6,980,450,1947,0,"98106",47.5343,-122.355,1170,4000 +"2767604067","20140820T000000",530000,3,3.25,1510,1125,"3",0,0,3,8,1510,0,2006,0,"98107",47.6711,-122.39,1390,1174 +"0522049122","20150402T000000",195000,4,1.75,1320,7694,"1",0,0,3,7,1320,0,1928,1972,"98148",47.4297,-122.325,1620,8468 +"8857600360","20140828T000000",250200,3,1.5,1180,7384,"1",0,0,5,7,1180,0,1959,0,"98032",47.3838,-122.287,1150,7455 +"4389200761","20150128T000000",1.1e+006,3,2.25,1560,8570,"1",0,0,5,7,1080,480,1977,0,"98004",47.6155,-122.21,2660,9621 +"6421000330","20141112T000000",732500,3,2.5,2470,10321,"2",0,0,3,9,2470,0,1988,0,"98052",47.6694,-122.141,2450,8440 +"2154900040","20141030T000000",194250,3,2.25,2190,8834,"1",0,0,3,7,1390,800,1987,0,"98001",47.2633,-122.244,1490,8766 +"0259801030","20150309T000000",526000,4,2,1610,8000,"1",0,0,3,7,1190,420,1966,0,"98008",47.6301,-122.118,1560,7896 +"0326049038","20150504T000000",520000,4,2.75,2700,9882,"2",0,0,3,7,2700,0,1958,1989,"98155",47.7671,-122.291,2250,10797 +"6384500590","20141113T000000",526000,3,1.75,1530,6125,"1",0,0,3,7,1120,410,1958,0,"98116",47.5687,-122.397,1360,6125 +"3023069166","20140708T000000",1.13525e+006,5,4,7320,217800,"2",0,0,3,11,7320,0,1992,0,"98058",47.4473,-122.086,3270,34500 +"3826000735","20140626T000000",202000,2,1,920,7569,"1",0,0,4,6,920,0,1950,0,"98168",47.4951,-122.302,1280,7627 +"7852110740","20141112T000000",645500,4,2.5,2990,8622,"2",0,0,3,9,2990,0,2000,0,"98065",47.5394,-121.875,2980,8622 +"3222049087","20150422T000000",570000,1,1,720,7540,"1",1,4,4,6,720,0,1905,0,"98198",47.3509,-122.323,1120,9736 +"0726049131","20150320T000000",325000,3,2,1750,9000,"1.5",0,0,4,5,1750,0,1936,0,"98133",47.7489,-122.35,1830,8100 +"9424400110","20141216T000000",725000,2,1,2410,5930,"2",0,0,3,9,1930,480,2007,0,"98116",47.5657,-122.395,1540,5892 +"0193300120","20141126T000000",192000,3,1.75,1240,10361,"1",0,0,3,6,1240,0,1987,0,"98042",47.37,-122.151,1240,8834 +"1245001751","20140709T000000",560000,2,1,1010,9219,"1",0,0,4,7,1010,0,1960,0,"98033",47.6886,-122.202,1610,9219 +"1386800054","20141201T000000",283450,5,2.75,2770,6116,"1",0,0,3,7,1490,1280,1979,0,"98168",47.4847,-122.291,1920,6486 +"6814600150","20140905T000000",863000,4,1.75,2800,5400,"1",0,0,3,9,1400,1400,1924,2006,"98115",47.6803,-122.313,1490,5400 +"9828200790","20141028T000000",815000,4,2,1400,4800,"2",0,0,3,7,1400,0,1986,0,"98122",47.6168,-122.298,1620,2595 +"9476200650","20150416T000000",245000,2,1,1020,7679,"1",0,0,5,6,1020,0,1942,0,"98056",47.4915,-122.188,1280,6497 +"9533600100","20141208T000000",1.315e+006,4,3,2860,10292,"1",0,0,4,8,2860,0,1953,1999,"98004",47.6286,-122.206,1840,10273 +"4139430410","20141107T000000",1.156e+006,4,3.5,4270,12305,"2",0,2,3,10,4270,0,1994,0,"98006",47.5489,-122.118,4190,13137 +"7852030330","20140903T000000",480000,3,2.5,2270,4488,"2",0,0,3,7,2270,0,1999,0,"98065",47.5329,-121.879,2360,4427 +"7202270930","20140606T000000",600000,4,2.5,2560,5593,"2",0,0,3,7,2560,0,2001,0,"98053",47.6886,-122.037,2800,5890 +"0223039254","20140624T000000",329950,2,1,900,5220,"1",0,0,4,6,900,0,1956,0,"98146",47.5105,-122.387,1480,6660 +"7843500090","20140822T000000",299500,4,2.5,2010,12085,"2",0,0,3,8,2010,0,1986,0,"98042",47.3406,-122.057,1910,12133 +"2491200330","20140918T000000",460000,3,2.5,1690,5131,"1",0,0,3,7,1690,0,1941,1998,"98126",47.5234,-122.38,860,5137 +"8113101582","20150415T000000",515000,5,3.5,2310,5249,"2",0,0,3,8,1560,750,2000,0,"98118",47.5463,-122.272,1900,7296 +"0993002225","20140623T000000",405000,3,2.25,1520,1245,"3",0,0,3,8,1520,0,2004,0,"98103",47.6907,-122.34,1520,1470 +"9530100921","20141027T000000",483000,4,1.5,1220,3780,"1.5",0,0,3,7,1220,0,1927,0,"98107",47.6667,-122.36,1400,3185 +"3235390100","20150203T000000",377000,4,2.5,2170,11511,"2",0,0,3,8,2170,0,1992,0,"98031",47.3886,-122.188,1900,8961 +"5122400025","20140708T000000",568000,4,1.75,2790,17476,"1",0,2,3,7,1450,1340,1956,0,"98166",47.4556,-122.369,2790,16401 +"9297300750","20141105T000000",355000,2,1.75,1760,4600,"1",0,0,4,7,850,910,1926,0,"98126",47.5654,-122.372,1150,4800 +"3856900590","20140806T000000",640000,4,1.75,2100,3000,"1.5",0,0,4,7,1500,600,1911,0,"98103",47.6721,-122.329,1690,4000 +"4024700100","20150121T000000",270000,4,1,1430,5909,"1",0,0,3,6,1070,360,1947,0,"98155",47.7623,-122.313,1460,8433 +"0114100131","20150114T000000",559950,5,3.5,2450,8193,"2",0,0,3,9,2450,0,2005,0,"98028",47.7721,-122.241,2310,8193 +"2296700330","20141014T000000",515000,4,3,1820,8261,"1",0,0,3,7,1420,400,1969,0,"98034",47.7197,-122.219,1920,7961 +"1995200215","20140826T000000",352000,4,1.75,1850,5712,"1",0,0,3,7,1850,0,1954,0,"98115",47.6966,-122.324,1510,6038 +"2287600035","20140625T000000",595888,3,1.75,1870,9000,"1",0,0,5,9,1870,0,1958,0,"98177",47.7203,-122.361,2030,8160 +"2923501130","20140722T000000",588000,4,2.25,2580,7344,"2",0,0,3,8,2580,0,1977,0,"98027",47.5647,-122.09,2390,7507 +"2485000076","20150122T000000",1.05e+006,4,3.25,3680,8580,"1",0,3,5,10,1840,1840,1959,0,"98136",47.5266,-122.387,2700,9100 +"9264921020","20140908T000000",260000,3,1.5,1750,7000,"2",0,0,3,8,1750,0,1983,0,"98023",47.3108,-122.346,1840,9305 +"5318100965","20150217T000000",1.6e+006,4,3.5,3890,3600,"2",0,0,3,9,2860,1030,2005,0,"98112",47.6342,-122.282,2460,6050 +"3501600215","20150414T000000",380000,2,1,1000,4800,"1",0,0,3,6,1000,0,1952,0,"98117",47.6926,-122.362,1000,4800 +"8682230610","20140602T000000",802000,2,2.5,2210,6327,"1",0,0,3,8,2210,0,2003,0,"98053",47.7114,-122.03,2170,6327 +"1337800665","20140811T000000",1.325e+006,4,3.25,2850,4800,"2.5",0,0,5,10,2700,150,1905,0,"98112",47.6292,-122.312,2850,4800 +"7960100220","20150416T000000",710000,4,2.75,2460,3600,"2",0,0,3,8,1640,820,1907,2007,"98122",47.6093,-122.297,1890,3600 +"1549500272","20140609T000000",600000,3,2.5,2630,77972,"2",0,0,3,9,2630,0,2004,0,"98019",47.745,-121.916,2250,75794 +"9547202380","20140902T000000",707900,3,1,1750,5355,"2",0,0,4,7,1750,0,1929,0,"98115",47.6792,-122.31,2240,4590 +"3518000180","20141120T000000",179950,2,1,1100,7323,"1",0,0,3,7,780,320,1982,0,"98023",47.2874,-122.37,1410,7227 +"6792100090","20140914T000000",683000,4,2.5,2620,10489,"2",0,0,3,9,2620,0,1990,0,"98052",47.6732,-122.143,2430,7701 +"5702330120","20140603T000000",222400,3,2,1200,9566,"1",0,0,3,7,1200,0,1995,0,"98001",47.2649,-122.252,1590,9518 +"1189000910","20140708T000000",517000,2,1.5,1920,3408,"1",0,0,4,7,960,960,1912,0,"98122",47.6118,-122.299,1130,3408 +"6204200590","20141029T000000",410000,3,2.75,1690,5763,"1",0,0,5,7,1180,510,1985,0,"98011",47.7336,-122.202,1560,7518 +"4443801340","20141006T000000",480000,3,1.75,1680,2552,"1",0,0,4,7,840,840,1952,0,"98117",47.6848,-122.391,1220,3880 +"2473370750","20150224T000000",430000,3,1.75,3440,10428,"1.5",0,0,5,8,3440,0,1974,0,"98058",47.449,-122.128,2160,8400 +"2644900109","20150427T000000",439950,5,1.75,2190,7500,"1",0,0,3,7,1290,900,1979,0,"98133",47.7766,-122.355,1790,8820 +"0293620220","20150421T000000",797500,4,2.5,3270,8223,"2",0,0,3,10,3270,0,1998,0,"98075",47.6018,-122.073,3460,8872 +"2624049115","20140710T000000",379000,4,1.5,1280,5460,"1.5",0,0,5,7,1080,200,1920,0,"98118",47.5348,-122.268,1470,5934 +"7942600910","20141216T000000",575000,1,1,1310,8667,"1.5",0,0,1,6,1310,0,1918,0,"98122",47.6059,-122.313,1130,4800 +"0643000110","20150325T000000",247500,3,1,1660,11060,"1",0,0,4,7,1110,550,1962,0,"98003",47.3311,-122.326,1890,11060 +"9485951460","20140623T000000",385000,4,2.75,2700,37011,"2",0,0,3,9,2700,0,1984,0,"98042",47.3496,-122.088,2700,37457 +"6378500230","20140520T000000",423000,4,1.75,1940,6909,"1",0,0,4,7,970,970,1941,0,"98133",47.7108,-122.352,1460,6906 +"0430000175","20141215T000000",550000,3,1.75,1520,5618,"1",0,0,3,7,1170,350,1953,0,"98115",47.68,-122.284,1550,5618 +"1493300115","20140910T000000",415000,4,1,1620,4329,"1.5",0,0,3,7,1620,0,1927,0,"98116",47.5728,-122.388,1220,5520 +"2024059059","20141010T000000",693000,3,2.25,2090,45535,"1",0,2,5,8,1280,810,1952,0,"98006",47.5538,-122.191,3090,12889 +"2922701085","20150327T000000",543000,2,1,1070,4700,"1",0,0,5,7,1070,0,1910,0,"98117",47.6887,-122.368,1370,4700 +"4058801780","20150327T000000",465000,5,1.75,2000,10246,"1",0,2,3,7,1200,800,1953,0,"98178",47.5084,-122.246,2340,9030 +"2114700384","20150427T000000",280000,3,2.5,1020,2217,"2",0,0,3,7,720,300,2004,0,"98106",47.5343,-122.348,1060,1524 +"9829201020","20141118T000000",1.388e+006,3,1.25,2400,6653,"3",0,2,3,11,2400,0,1992,0,"98122",47.6019,-122.29,1910,6653 +"6918720100","20150130T000000",665000,6,3,2480,9720,"2",0,0,3,8,2480,0,1972,0,"98007",47.6127,-122.145,2480,9200 +"1450100330","20150312T000000",237950,3,1.75,1310,7314,"1",0,0,5,6,1310,0,1960,0,"98002",47.2888,-122.221,1010,7314 +"0518000040","20150102T000000",440000,4,2.75,2420,10200,"1",0,0,3,8,1220,1200,1962,0,"98034",47.72,-122.236,2240,9750 +"4242900245","20150112T000000",618000,2,1,1890,4700,"1",0,0,4,7,1030,860,1928,0,"98107",47.6747,-122.391,2150,4700 +"1231001130","20141113T000000",572000,3,2.25,1860,4000,"1.5",0,0,5,7,1020,840,1920,0,"98118",47.5539,-122.267,1180,4000 +"7445000115","20140527T000000",725000,3,1.5,2500,4774,"1.5",0,2,3,7,1450,1050,1940,0,"98107",47.6567,-122.358,1300,4000 +"7802900504","20140625T000000",454000,3,1,1970,22144,"1",0,0,4,7,1970,0,1970,0,"98065",47.5234,-121.841,1970,13500 +"4317700085","20150122T000000",535000,4,1,1660,10656,"1.5",0,0,4,7,1180,480,1920,0,"98136",47.5391,-122.385,1120,8816 +"8732040580","20141218T000000",249000,3,2.5,1850,7200,"1",0,0,3,7,1500,350,1979,0,"98023",47.3063,-122.384,2140,7500 +"3223039149","20140709T000000",395000,4,2.75,1970,37026,"1",0,0,4,8,1970,0,1961,0,"98070",47.4375,-122.446,1970,51836 +"4073200757","20141231T000000",690000,3,2,1890,6620,"1",0,3,4,8,1890,0,1954,0,"98125",47.7016,-122.274,2590,7188 +"3226049054","20141003T000000",526500,3,1.5,1310,7236,"1",0,0,4,7,1170,140,1928,0,"98103",47.6944,-122.333,1680,8431 +"5490700035","20140807T000000",325000,4,1.5,1870,7220,"2",0,0,3,7,1870,0,1956,0,"98155",47.77,-122.319,1550,7592 +"9834200975","20150210T000000",495000,3,3,1520,4080,"2",0,0,5,7,1520,0,1948,0,"98144",47.572,-122.29,1320,4080 +"3305100210","20141021T000000",825000,5,3,3070,8474,"2",0,0,3,9,3070,0,2011,0,"98033",47.6852,-122.184,3070,8527 +"3123039042","20141223T000000",383000,3,1.5,1400,14850,"1.5",0,0,4,7,1400,0,1910,0,"98070",47.4471,-122.464,1350,14850 +"1105000360","20150428T000000",320000,3,1.75,1960,11931,"1",0,0,3,7,980,980,1954,0,"98118",47.5432,-122.272,1460,4498 +"1724079048","20141208T000000",475000,3,2.5,2680,87117,"1",0,0,3,7,1340,1340,1989,0,"98024",47.5646,-121.935,2580,87117 +"7437100770","20140521T000000",275000,3,2.5,2030,6326,"2",0,0,3,7,2030,0,1993,0,"98038",47.3491,-122.029,1810,6825 +"8925100115","20141015T000000",1.15e+006,2,2.25,2320,9300,"1.5",0,4,5,9,1920,400,1937,0,"98115",47.681,-122.273,2790,9300 +"4019300051","20141125T000000",455000,3,1.75,1760,11371,"1",0,0,5,8,1760,0,1959,0,"98155",47.7616,-122.273,2220,19884 +"5300200085","20140702T000000",262000,5,1,1870,7800,"1",0,0,3,7,1580,290,1962,0,"98168",47.5127,-122.321,1740,7808 +"9417400110","20140915T000000",390000,4,1,1280,4840,"1",0,0,3,7,940,340,1950,0,"98136",47.5477,-122.395,1360,4840 +"9264920870","20141023T000000",300000,3,2.25,1730,10030,"1",0,0,4,8,1730,0,1985,0,"98023",47.3108,-122.345,2090,8823 +"9169600209","20140820T000000",746300,3,1.75,2060,5721,"1",0,2,3,9,1140,920,1964,0,"98136",47.5268,-122.388,2060,8124 +"6123000090","20140908T000000",267000,3,1.5,1030,8223,"1",0,0,4,7,1030,0,1952,0,"98148",47.4282,-122.331,1460,9463 +"2592401080","20150402T000000",525000,3,2.5,1720,7950,"1.5",0,0,4,7,1720,0,1972,0,"98034",47.7178,-122.168,1790,7030 +"2423020090","20150424T000000",570000,3,1.75,1210,7350,"1",0,0,3,7,1210,0,1977,0,"98033",47.7,-122.172,1610,7313 +"2968801130","20141027T000000",360000,4,2.25,2620,8100,"1",0,0,4,7,1550,1070,1964,0,"98166",47.4564,-122.351,1650,8100 +"3325069064","20150326T000000",1.052e+006,3,1,1860,44431,"1",0,0,4,6,1860,0,1947,0,"98074",47.6057,-122.038,2000,44431 +"3629910210","20141103T000000",699950,3,2.5,2510,4106,"2",0,0,3,9,2510,0,2003,0,"98029",47.5494,-121.994,2470,4106 +"0622079089","20140616T000000",375000,4,2.5,2040,109336,"1.5",0,0,4,8,2040,0,1973,0,"98038",47.4193,-121.958,2370,133729 +"1919800090","20141215T000000",625000,4,1.75,2410,6770,"1",0,0,4,7,1220,1190,1924,0,"98103",47.6946,-122.336,1440,6770 +"9274200850","20141016T000000",464050,2,1,780,2750,"1",0,0,4,7,780,0,1928,0,"98116",47.5842,-122.388,1320,4440 +"1737320120","20140502T000000",470000,5,2.5,2210,9655,"1",0,0,3,8,1460,750,1976,0,"98011",47.7698,-122.222,2080,8633 +"2473100450","20140909T000000",330000,4,2,1590,9100,"1",0,0,3,7,1040,550,1967,2014,"98058",47.4465,-122.156,1670,9100 +"7923200150","20140915T000000",537000,4,1.75,2230,7957,"1",0,0,4,7,2230,0,1967,0,"98008",47.5859,-122.122,2230,8040 +"7524600120","20150305T000000",250000,3,2,1560,32137,"1",0,0,5,7,910,650,1976,0,"98092",47.3197,-122.117,1470,29150 +"0424069206","20150112T000000",835000,4,2.5,2950,48351,"2",0,0,3,10,2950,0,1986,0,"98075",47.5938,-122.048,2870,34417 +"9523103590","20150316T000000",770000,4,1,1480,3750,"1.5",0,0,4,7,1480,0,1912,0,"98103",47.6737,-122.354,1570,3750 +"0161000120","20141118T000000",650000,4,2,2850,4497,"1.5",0,1,3,7,1730,1120,1910,0,"98144",47.5876,-122.292,2450,6000 +"1623049241","20141107T000000",335000,3,1.75,2390,30409,"1",0,0,3,7,1560,830,1953,0,"98168",47.4789,-122.296,1750,13500 +"7229700165","20141202T000000",350000,3,1.75,1740,29597,"1",0,0,4,7,1740,0,1965,0,"98059",47.481,-122.115,1560,20741 +"3031200205","20140724T000000",415000,5,2.75,2060,8906,"1",0,0,4,7,1220,840,1978,0,"98118",47.5358,-122.289,1840,8906 +"2600100110","20141119T000000",788000,4,2.5,2680,8778,"2",0,0,4,8,2680,0,1977,0,"98006",47.5516,-122.161,2680,10020 +"5652601140","20141014T000000",640000,4,2.75,3150,7379,"1.5",0,0,4,7,2430,720,1915,0,"98115",47.6968,-122.3,1990,7379 +"2473530100","20140523T000000",388000,4,2.5,2440,7155,"2",0,0,3,8,2440,0,1993,0,"98058",47.4501,-122.126,2450,8109 +"3558900590","20141125T000000",360000,6,1.75,2230,10080,"1",0,0,3,7,1390,840,1969,0,"98034",47.7089,-122.201,2110,8475 +"3558900590","20150324T000000",692500,6,1.75,2230,10080,"1",0,0,3,7,1390,840,1969,0,"98034",47.7089,-122.201,2110,8475 +"8121100395","20140624T000000",425000,4,1.5,1600,6180,"1.5",0,0,3,6,1600,0,1946,0,"98118",47.5681,-122.285,1410,6180 +"8121100395","20150311T000000",645000,4,1.5,1600,6180,"1.5",0,0,3,6,1600,0,1946,0,"98118",47.5681,-122.285,1410,6180 +"7100000110","20150114T000000",340000,3,1,1580,8308,"1.5",0,0,3,7,1580,0,1948,0,"98146",47.5075,-122.379,1200,8308 +"0925069042","20150105T000000",713000,4,3.25,2840,54400,"1",0,0,4,8,2840,0,1984,0,"98053",47.6707,-122.045,2550,43560 +"7568700740","20140521T000000",430000,3,2.75,2550,11160,"2",0,0,3,8,2550,0,1994,0,"98155",47.7351,-122.323,1020,7440 +"7205510230","20150306T000000",280000,3,2.25,1700,7210,"1",0,0,4,7,1250,450,1974,0,"98003",47.3546,-122.318,2070,7300 +"9268700040","20150226T000000",215000,3,2,1470,2052,"1.5",0,0,3,7,1470,0,1986,0,"98003",47.3084,-122.331,1390,2052 +"2473480210","20140528T000000",306000,3,2.5,1680,11193,"2",0,0,3,8,1680,0,1984,0,"98058",47.4482,-122.125,2080,8084 +"4024100120","20140625T000000",299900,3,1,1110,8593,"1",0,0,3,7,1110,0,1979,0,"98155",47.7595,-122.309,1780,8593 +"4038200120","20140825T000000",534000,5,1.75,2120,8625,"1",0,0,3,7,1200,920,1959,0,"98008",47.6118,-122.131,1930,8625 +"4218400395","20140728T000000",1.16e+006,3,2.75,2380,5572,"2",0,4,3,9,1930,450,1939,0,"98105",47.6626,-122.271,3370,5500 +"0669000210","20140716T000000",1.165e+006,3,2.5,2670,5000,"2",0,3,5,9,2000,670,1942,1995,"98144",47.5855,-122.292,2320,5000 +"6018500015","20140711T000000",199990,2,1,890,6430,"1",0,0,3,6,890,0,1935,1997,"98022",47.2003,-121.996,1460,6430 +"2600140120","20140812T000000",946000,4,3,3140,9058,"1",0,0,3,9,2140,1000,1989,0,"98006",47.5462,-122.154,2760,10018 +"6381500090","20150220T000000",295000,4,1,1260,7800,"1.5",0,0,3,7,1260,0,1947,2007,"98125",47.7334,-122.307,1639,7492 +"4109600306","20150218T000000",475000,2,1,920,5157,"1",0,0,3,6,920,0,1909,0,"98118",47.5499,-122.269,1700,5150 +"2624079010","20150429T000000",750000,5,3.5,2990,212137,"2",0,0,3,8,2450,540,1994,0,"98024",47.5298,-121.887,1060,69260 +"7204200025","20141028T000000",1.225e+006,4,2.5,3120,49456,"2",1,4,4,9,2590,530,1974,1989,"98198",47.3535,-122.323,2030,32181 +"8856003525","20150323T000000",183500,3,1,1010,7520,"1",0,0,4,6,1010,0,1975,0,"98001",47.2699,-122.255,1370,8469 +"1695900025","20150327T000000",450000,2,1,1010,3627,"1",0,2,4,6,1010,0,1924,0,"98144",47.5873,-122.294,1630,4040 +"3331001285","20150108T000000",180000,3,1,1020,5500,"1.5",0,0,3,7,1020,0,1961,0,"98118",47.5502,-122.286,1160,5500 +"0239000155","20150105T000000",707000,5,4.5,3540,21217,"2",0,0,4,8,2940,600,1926,0,"98188",47.4274,-122.28,1290,12040 +"1721801280","20150304T000000",230000,2,0.75,900,3527,"1",0,0,3,6,900,0,1939,0,"98146",47.5083,-122.336,1220,4080 +"5557700210","20141209T000000",192500,3,1,1100,9750,"1",0,0,4,7,1100,0,1966,0,"98023",47.3248,-122.345,1190,9750 +"5416500040","20141017T000000",309000,3,2.5,1990,3614,"2",0,0,3,7,1990,0,2005,0,"98038",47.36,-122.039,1980,3800 +"3271300155","20141001T000000",759000,3,1.5,1980,5800,"1",0,0,4,8,1520,460,1949,0,"98199",47.6499,-122.413,2280,5800 +"3303980210","20150427T000000",1.115e+006,4,3.75,4040,14212,"2",0,0,3,11,4040,0,2002,0,"98059",47.5189,-122.147,3940,14212 +"1944900090","20140519T000000",462000,5,1.75,1250,10530,"1",0,0,4,7,1250,0,1966,0,"98007",47.6101,-122.138,1560,8190 +"7663700401","20141220T000000",229000,4,1.5,1820,22814,"1.5",0,0,3,7,1820,0,1920,0,"98125",47.7321,-122.296,1770,9150 +"5694500386","20141020T000000",399950,2,2.25,1140,1184,"2",0,0,3,8,1010,130,1999,0,"98103",47.659,-122.346,1140,1339 +"7227800180","20150403T000000",325000,5,2,1730,10532,"1",0,0,4,5,1730,0,1943,0,"98056",47.5076,-122.178,1940,8501 +"2767604558","20140721T000000",512000,2,2.25,1170,1313,"3",0,0,3,8,1170,0,2007,0,"98107",47.6712,-122.378,1310,1304 +"5422950040","20140725T000000",410000,5,2.75,2910,5802,"2",0,0,3,7,2910,0,2006,0,"98038",47.3591,-122.036,2910,5000 +"2660500283","20140624T000000",210000,2,1,970,5500,"1",0,0,3,7,970,0,1956,0,"98118",47.556,-122.291,1180,6000 +"3308010040","20140925T000000",325000,4,2.25,2130,8499,"1",0,0,4,7,1600,530,1975,0,"98030",47.3657,-122.21,1890,11368 +"5423030040","20150406T000000",685000,3,2.5,2520,10175,"1",0,0,3,8,1630,890,1979,0,"98027",47.5652,-122.089,2220,8388 +"8604900245","20140518T000000",488000,2,2,1360,4688,"1",0,0,3,7,780,580,1944,0,"98115",47.6874,-122.315,1340,4750 +"7349650230","20150302T000000",247500,3,2.25,1620,6000,"1",0,0,3,7,1280,340,1998,0,"98002",47.2835,-122.2,1710,6318 +"8902000175","20140620T000000",489000,4,2,2120,11479,"1",0,0,4,7,1060,1060,1940,0,"98125",47.7084,-122.303,1540,11000 +"0582000065","20141125T000000",725000,4,1.75,2700,6000,"1",0,0,4,8,1450,1250,1953,0,"98199",47.6539,-122.395,2080,6000 +"2123049194","20150409T000000",199950,3,1.5,1370,10317,"1.5",0,0,3,6,1370,0,1958,0,"98168",47.4731,-122.298,1370,9884 +"1830300090","20150401T000000",670000,5,3,2520,13001,"2",0,1,3,8,2010,510,1973,0,"98008",47.6385,-122.114,2170,8215 +"7522600110","20141229T000000",275000,3,2,1540,10410,"1",0,0,4,7,1540,0,1967,0,"98198",47.3662,-122.315,1590,7725 +"5457800740","20150407T000000",1e+006,3,1.75,2610,6360,"2",0,2,3,8,2130,480,1924,0,"98109",47.6287,-122.351,3010,6000 +"5115000100","20140523T000000",255000,3,2,1490,8371,"1.5",0,0,3,7,1490,0,1984,0,"98031",47.3962,-122.189,1350,7846 +"4038400150","20141113T000000",465000,3,1.75,2760,9137,"1",0,0,3,7,1380,1380,1960,0,"98007",47.6079,-122.132,1980,9137 +"1796500100","20150211T000000",259000,3,1.75,1260,3604,"1",0,0,3,7,1260,0,2012,0,"98042",47.3612,-122.103,1430,3767 +"8956000100","20141121T000000",695000,3,3.5,2630,4713,"2",0,2,3,9,2030,600,2008,0,"98027",47.5473,-122.016,2450,4187 +"3876313120","20150501T000000",505000,3,1.75,1800,7210,"1",0,0,3,7,1370,430,1976,0,"98072",47.7346,-122.17,1820,8100 +"6819100040","20140624T000000",631500,2,1,1130,2640,"1",0,0,4,8,1130,0,1927,0,"98109",47.6438,-122.357,1680,3200 +"5318101185","20141016T000000",630500,3,1,1180,3600,"1.5",0,0,3,7,1180,0,1926,0,"98112",47.6337,-122.28,1900,3600 +"0424069112","20140616T000000",999000,4,2.75,2800,19168,"2",0,0,3,10,2800,0,1992,0,"98075",47.5911,-122.037,2010,16020 +"2533300025","20140710T000000",740000,3,1.5,1830,4000,"1",0,0,4,7,1350,480,1910,0,"98119",47.6453,-122.371,1570,3672 +"5101404482","20140929T000000",650000,3,2.5,2220,6380,"1.5",0,0,4,8,1660,560,1931,0,"98115",47.6974,-122.313,950,6380 +"8682231210","20140805T000000",554000,2,2,1870,5580,"1",0,0,3,8,1870,0,2004,0,"98053",47.7101,-122.031,1670,4500 +"1525069021","20141201T000000",400000,3,2.5,2580,214315,"1.5",0,0,3,8,2580,0,1946,1986,"98053",47.6465,-122.024,2580,70131 +"5076700115","20150223T000000",529941,3,2,1660,10000,"1",0,0,4,7,1010,650,1961,0,"98005",47.5852,-122.174,2020,9720 +"3332000615","20141020T000000",310000,3,1,1330,3740,"1.5",0,0,3,6,1330,0,1903,0,"98118",47.5502,-122.274,1330,5053 +"3332000615","20150422T000000",389000,3,1,1330,3740,"1.5",0,0,3,6,1330,0,1903,0,"98118",47.5502,-122.274,1330,5053 +"5569620410","20140909T000000",731781,3,3,2630,4972,"2",0,0,3,9,2630,0,2006,0,"98052",47.693,-122.133,2880,4972 +"3009800015","20150422T000000",502501,2,1,1100,4750,"1",0,0,3,7,1100,0,1946,0,"98116",47.5772,-122.381,1830,4750 +"6189600040","20141117T000000",443000,3,1.75,1810,7950,"1",0,0,4,7,1810,0,1968,0,"98008",47.6236,-122.117,1680,7725 +"9834200365","20140815T000000",607000,3,2,2060,4080,"1",0,0,5,7,1060,1000,1921,0,"98144",47.574,-122.289,1400,4080 +"1959701800","20140702T000000",2.1475e+006,3,3.5,4660,5500,"2",0,4,5,10,3040,1620,1909,0,"98102",47.6465,-122.319,2980,5500 +"8917100153","20140910T000000",585000,4,2.5,2370,15200,"1",0,0,3,8,1660,710,1975,0,"98052",47.6295,-122.089,2360,13879 +"2344300180","20140619T000000",1.027e+006,3,2.5,2430,10500,"2",0,1,3,9,2430,0,1989,0,"98004",47.5818,-122.198,3440,12842 +"3216900100","20140612T000000",315000,3,2.5,1880,7000,"2",0,0,3,8,1880,0,1993,0,"98031",47.4206,-122.184,1880,7000 +"0425000065","20141021T000000",180000,2,1,1150,5695,"1",0,0,4,6,1150,0,1958,0,"98056",47.4989,-122.171,1150,5695 +"2426069085","20140513T000000",322500,3,2,1350,14200,"1",0,0,3,7,1350,0,1989,0,"98019",47.7315,-121.972,2100,15101 +"7199350600","20140602T000000",568500,3,2.75,2180,7519,"1",0,0,4,7,1310,870,1981,0,"98052",47.6959,-122.125,1510,7107 +"6909700040","20140611T000000",813000,4,2.75,3370,6675,"1",0,3,4,8,1920,1450,1948,0,"98144",47.5887,-122.291,2250,5550 +"4147200040","20150414T000000",1.085e+006,5,2.25,3650,13068,"1",0,0,4,10,1850,1800,1976,0,"98040",47.5458,-122.231,2760,13927 +"1062100100","20140626T000000",424000,4,2,2100,4857,"2",0,0,3,8,2100,0,1965,1984,"98155",47.7521,-122.279,1450,5965 +"2124049254","20140717T000000",235000,2,1,670,5600,"1",0,0,3,6,670,0,1903,0,"98108",47.5498,-122.304,1960,7176 +"6841700100","20140929T000000",740000,3,3.5,2420,4000,"2",0,0,5,9,1820,600,1907,0,"98122",47.6054,-122.295,2030,4550 +"7544800195","20140813T000000",415000,1,1,760,3000,"1",0,0,3,7,760,0,1900,0,"98122",47.6059,-122.303,1270,3000 +"8807810110","20140522T000000",432000,3,2.75,2200,14925,"1",0,0,3,6,1100,1100,1982,0,"98053",47.6606,-122.059,1520,14212 +"1126059201","20150504T000000",1.26889e+006,5,3.25,4410,35192,"2",0,2,3,12,3880,530,1990,0,"98072",47.7522,-122.13,4410,59677 +"1422200090","20140915T000000",676500,3,1.75,1300,2446,"1",0,3,3,8,880,420,1961,0,"98122",47.6071,-122.285,2440,5051 +"0871000065","20141120T000000",419000,2,1,720,4592,"1",0,0,4,6,720,0,1943,0,"98199",47.6534,-122.404,1030,5816 +"4054710090","20150320T000000",650000,3,2.5,2180,37042,"2",0,0,3,9,2180,0,1998,0,"98077",47.722,-122.026,2880,32688 +"8075400360","20140822T000000",239000,2,1,1130,15190,"1",0,0,4,7,1130,0,1954,0,"98032",47.3902,-122.283,1490,16920 +"9551202875","20140709T000000",900000,4,2.5,2230,4372,"2",0,0,5,8,1540,690,1935,0,"98103",47.6698,-122.334,2020,4372 +"4027700930","20150428T000000",330000,5,1.75,2100,7347,"1",0,0,3,7,1070,1030,1981,0,"98028",47.7751,-122.268,2170,9418 +"1535204165","20141204T000000",510000,3,1.75,2060,58341,"1",0,4,3,8,1100,960,1982,0,"98070",47.4193,-122.439,1230,14904 +"3303860590","20140627T000000",465000,4,2.5,3060,6000,"2",0,0,3,9,3060,0,2012,0,"98038",47.3689,-122.058,3040,6000 +"1925069066","20140623T000000",1.7e+006,3,2.75,2810,18731,"2",1,4,4,10,2810,0,1974,0,"98052",47.6361,-122.093,3120,14810 +"6137610540","20140827T000000",490000,3,2.25,2550,8588,"1",0,4,3,9,2550,0,1989,0,"98011",47.7711,-122.195,3050,8588 +"2525049263","20140709T000000",2.68e+006,5,3,4290,20445,"2",0,0,4,11,4290,0,1985,0,"98039",47.6217,-122.239,3620,22325 +"0126059310","20141130T000000",1e+006,3,2.25,3040,52302,"1",0,0,3,9,3040,0,2005,0,"98072",47.7635,-122.112,2070,38600 +"4254000540","20140708T000000",469950,4,2.75,2530,14178,"2",0,0,3,8,2530,0,1997,0,"98019",47.737,-121.955,2530,14055 +"5101405067","20140509T000000",536000,3,1.75,1300,5413,"1.5",0,0,3,7,1300,0,1925,1992,"98115",47.6988,-122.32,1590,6380 +"5468000180","20150305T000000",244950,4,2.5,1790,19177,"1",0,0,4,7,1790,0,1966,0,"98030",47.3617,-122.172,1760,11726 +"1930301220","20150417T000000",575000,3,1,1530,2400,"1",0,0,4,7,890,640,1928,0,"98103",47.6543,-122.354,1240,2400 +"9282801450","20150325T000000",361000,5,2.75,2380,7500,"1",0,0,3,7,1300,1080,1984,0,"98178",47.5009,-122.235,2400,6000 +"4037000925","20150327T000000",650000,5,2.25,2400,13450,"1",0,0,5,7,1200,1200,1957,0,"98008",47.6007,-122.117,1950,10361 +"3336000230","20150323T000000",230005,2,1,1030,6000,"1",0,0,2,7,830,200,1951,0,"98118",47.5291,-122.268,1770,5000 +"3621059043","20140527T000000",293000,4,2.5,3250,235063,"1",0,2,3,9,3250,0,1973,0,"98092",47.2582,-122.113,1600,44287 +"0126049231","20140516T000000",445000,3,3,1970,24318,"1",0,0,3,8,1970,0,2010,0,"98028",47.7651,-122.246,2150,14695 +"3331000220","20140814T000000",280000,4,1.5,1940,6386,"1",0,0,3,7,1140,800,1954,0,"98118",47.5533,-122.285,1340,6165 +"3904900230","20140716T000000",520000,3,2.25,1850,10855,"1",0,0,3,8,1370,480,1985,0,"98029",47.5696,-122.02,1850,8209 +"0525069133","20140805T000000",780000,4,3.25,3900,40962,"2",0,0,3,10,3900,0,1991,0,"98053",47.683,-122.063,1730,11775 +"2721049061","20140709T000000",625000,3,1.75,3160,76230,"1",0,0,4,8,2160,1000,1978,0,"98001",47.274,-122.287,1990,45789 +"5381000411","20150410T000000",239950,3,1.75,1440,7200,"1",0,0,3,7,1440,0,1986,0,"98188",47.4473,-122.284,1640,9167 +"0603000150","20140616T000000",335000,3,1.5,2040,6000,"1",0,0,3,7,1340,700,1957,0,"98118",47.5218,-122.286,1190,6000 +"3904960690","20150417T000000",612000,3,2.5,2120,7401,"2",0,0,3,8,2120,0,1989,0,"98029",47.5781,-122.018,2010,7972 +"7686202730","20140804T000000",200000,2,1,830,8000,"1",0,0,3,6,830,0,1954,0,"98198",47.4215,-122.318,1300,8000 +"9264910300","20140710T000000",345000,3,1.75,3140,8571,"1",0,0,4,8,1670,1470,1985,0,"98023",47.3074,-122.337,2590,7949 +"1437910090","20150128T000000",520000,4,2.5,2410,6440,"1",0,0,3,8,1550,860,1974,0,"98034",47.7153,-122.191,2330,6938 +"2652500740","20140618T000000",855000,4,2.25,2190,4080,"2",0,0,3,8,1800,390,1918,0,"98119",47.6425,-122.358,2100,4080 +"9274200735","20150507T000000",567500,4,1.75,2190,5060,"1",0,0,3,7,1190,1000,1950,0,"98116",47.5846,-122.387,1510,4600 +"1745000090","20141110T000000",208000,3,1.5,1210,7247,"1",0,0,4,7,1210,0,1967,0,"98003",47.328,-122.321,1370,7869 +"5101405338","20140821T000000",452000,3,1.75,1880,16239,"1",0,0,3,7,880,1000,1922,0,"98115",47.7004,-122.304,1260,7528 +"9348500220","20140728T000000",555000,3,3,2410,12183,"2",0,0,3,9,2410,0,1988,0,"98011",47.747,-122.177,2540,9979 +"1066600090","20140905T000000",519000,5,2.75,2620,8861,"1",0,0,5,8,1350,1270,1979,0,"98056",47.5226,-122.183,1940,10800 +"3331500455","20141203T000000",474950,3,2.25,1850,2575,"2",0,0,3,9,1850,0,2013,0,"98118",47.5525,-122.273,1080,4120 +"1427300120","20150121T000000",419000,3,2.25,1760,16418,"1",0,0,3,7,1190,570,1990,0,"98053",47.6525,-121.985,2260,20747 +"1861400068","20140911T000000",390000,2,1,860,1800,"1",0,0,3,7,860,0,1909,0,"98119",47.6334,-122.371,2160,3120 +"4040500100","20141020T000000",539000,7,2.25,2620,6890,"2",0,0,4,7,2620,0,1961,0,"98007",47.6123,-122.134,2070,7910 +"6117501250","20140801T000000",569000,4,1.75,2400,21196,"1",0,0,5,8,1590,810,1956,0,"98166",47.4282,-122.347,2200,19134 +"9523103990","20141208T000000",611000,3,1,1850,5000,"1.5",0,0,3,7,1850,0,1922,0,"98103",47.6727,-122.351,1850,5000 +"3221069054","20141028T000000",760000,3,2.5,4040,147856,"2",0,0,3,9,4040,0,2004,0,"98092",47.2711,-122.067,3000,125452 +"8838900032","20140518T000000",732000,3,2,1940,55756,"1",0,0,5,9,1940,0,1954,0,"98007",47.5913,-122.149,2330,10018 +"1455100355","20140708T000000",1.675e+006,3,2.5,3490,8343,"2",1,4,4,9,2150,1340,1939,1991,"98125",47.7265,-122.281,2990,13104 +"1853080120","20140903T000000",919950,5,2.75,3170,7062,"2",0,0,3,9,3170,0,2014,0,"98074",47.5937,-122.061,3210,6891 +"2806800120","20140610T000000",400000,4,2.5,2530,7563,"1",0,0,3,7,1440,1090,1978,0,"98011",47.7762,-122.21,1960,7811 +"3216000090","20140729T000000",785000,4,2.5,3230,21781,"2",0,0,3,9,3230,0,1993,0,"98053",47.6318,-122.01,3230,21780 +"1525059165","20140629T000000",835000,3,2.25,2120,54014,"2",0,0,4,9,2120,0,1964,0,"98005",47.6482,-122.159,3280,50690 +"8901000835","20150211T000000",640500,2,1.75,1640,6750,"1",0,0,4,8,1340,300,1939,0,"98125",47.7068,-122.308,1760,7490 +"8001400300","20150316T000000",310000,4,2.5,2130,9013,"2",0,0,3,8,2130,0,1988,0,"98001",47.3208,-122.273,2350,8982 +"1138000450","20141016T000000",355000,4,1,1440,7215,"1.5",0,0,3,7,1440,0,1969,0,"98034",47.7133,-122.212,1150,7215 +"2485000100","20140529T000000",685000,3,1.75,1940,7313,"1",0,1,4,8,1440,500,1960,0,"98136",47.5239,-122.387,2160,7200 +"7689600215","20141017T000000",202500,3,1,1120,8576,"1",0,0,3,6,1120,0,1943,0,"98178",47.4896,-122.248,1050,8812 +"7852010940","20150505T000000",540000,3,2.5,2400,5817,"2",0,0,3,8,2400,0,1998,0,"98065",47.5371,-121.87,2420,5817 +"0739980360","20141117T000000",295000,4,2.5,1810,4871,"2",0,0,3,8,1810,0,1999,0,"98031",47.4088,-122.192,1850,5003 +"1102001055","20150424T000000",518000,3,1,1270,6612,"1.5",0,3,3,7,1270,0,1927,0,"98118",47.5433,-122.264,2100,7680 +"2781250970","20150501T000000",250000,2,1.75,1350,4023,"1",0,0,3,7,1350,0,2005,0,"98038",47.3493,-122.023,1370,3570 +"3624079067","20140508T000000",330000,2,2,1550,435600,"1.5",0,0,2,7,1550,0,1972,0,"98065",47.5145,-121.853,1600,217800 +"4443800785","20141121T000000",481000,2,1,1620,3880,"1",0,0,4,7,920,700,1924,0,"98117",47.6855,-122.391,1330,3880 +"3303900090","20141023T000000",898000,3,2.25,2650,12845,"1",0,3,3,9,1770,880,1977,0,"98034",47.7209,-122.256,2650,12902 +"0686530530","20140804T000000",570000,5,1.75,2510,9750,"1.5",0,0,3,8,2510,0,1969,0,"98052",47.6635,-122.149,1900,9750 +"4254000220","20150307T000000",475000,4,2.5,2040,16200,"2",0,0,3,8,2040,0,1997,0,"98019",47.7366,-121.958,2530,15389 +"7575600610","20150209T000000",265000,3,2.5,1660,5250,"2",0,0,4,8,1660,0,1988,0,"98003",47.3541,-122.3,1630,5505 +"7631800110","20140918T000000",380000,3,2.5,1980,17342,"2",1,4,3,10,1580,400,1984,0,"98166",47.4551,-122.373,2060,17313 +"7732410120","20140819T000000",790000,4,2.5,2690,8036,"2",0,0,4,9,2690,0,1987,0,"98007",47.6596,-122.144,2420,8087 +"2493200040","20150312T000000",620000,2,2.25,2910,6110,"2",0,2,4,9,2910,0,1985,0,"98136",47.5279,-122.387,2090,5763 +"2568300040","20140819T000000",709050,4,3.5,2720,9000,"2",0,0,3,8,2670,50,1997,0,"98125",47.7034,-122.297,1960,7772 +"1781500385","20140806T000000",296500,3,1,1280,5100,"1",0,0,3,7,1280,0,1948,0,"98126",47.5259,-122.38,1380,7140 +"0626710220","20140813T000000",475000,3,2.5,2160,35912,"2",0,0,3,8,2160,0,1982,0,"98077",47.7273,-122.083,2230,35244 +"9414500230","20141022T000000",440000,3,2.25,1760,10835,"1",0,0,4,8,1290,470,1976,0,"98027",47.522,-122.048,2050,10488 +"6638900405","20141208T000000",405000,2,1,800,6016,"1",0,0,3,6,800,0,1942,0,"98117",47.6913,-122.369,1470,3734 +"7327902612","20150513T000000",269500,2,1,930,4000,"1",0,0,3,6,730,200,1943,0,"98108",47.5321,-122.323,1100,5000 +"7923600330","20141119T000000",520000,5,1.75,2040,5280,"1",0,0,4,7,1020,1020,1961,0,"98007",47.5941,-122.144,1720,7344 +"2011400782","20140804T000000",229500,1,1,1180,22000,"1",0,2,3,6,1180,0,1948,0,"98198",47.4007,-122.323,1890,11761 +"0821049149","20141009T000000",335000,4,1.75,2000,10890,"1",0,0,4,7,1390,610,1961,0,"98003",47.3203,-122.321,1520,9250 +"4054700300","20141021T000000",680000,4,2.75,3310,50951,"2",0,0,3,9,3310,0,1998,0,"98077",47.7249,-122.027,3230,39340 +"3931900580","20150313T000000",1.389e+006,4,3.5,3130,3900,"2",0,0,3,9,2550,580,2008,0,"98115",47.6849,-122.327,1830,3900 +"2485000165","20141215T000000",740000,4,2.5,2300,9900,"1",0,2,3,8,1600,700,1961,0,"98136",47.5256,-122.385,2510,7500 +"1117000150","20150317T000000",270000,3,2.25,2140,9990,"1",0,0,4,8,2140,0,1962,0,"98003",47.3484,-122.298,2060,9990 +"4321200600","20150504T000000",510000,4,2,2210,5572,"1.5",0,3,3,7,1760,450,1911,0,"98126",47.5727,-122.376,1760,4713 +"0123039364","20140521T000000",300000,2,1,970,13700,"1",0,0,3,6,970,0,1949,0,"98106",47.515,-122.362,1570,10880 +"2175100205","20150323T000000",1.29889e+006,5,2.25,2690,10800,"1",0,3,4,8,2020,670,1956,0,"98040",47.5821,-122.247,3380,9134 +"8813400165","20140819T000000",675000,4,2,1890,5188,"1.5",0,0,4,7,1670,220,1940,0,"98105",47.6633,-122.287,1800,4848 +"2597531020","20141104T000000",925850,6,3.25,3140,14923,"2",0,0,3,10,3140,0,1991,0,"98006",47.5411,-122.133,2980,10758 +"0723069013","20140718T000000",255500,2,1,1440,43560,"1",0,0,4,7,1150,290,1965,0,"98027",47.4916,-122.082,1870,56628 +"1137800230","20140514T000000",450000,3,2.5,2910,17172,"2",0,0,3,10,2910,0,1989,0,"98003",47.2789,-122.331,2910,20048 +"3221069057","20141105T000000",280000,3,1,1310,22652,"1",0,0,3,7,1310,0,1968,0,"98092",47.2574,-122.072,1600,103672 +"3832500230","20150105T000000",245000,4,2.25,2140,8800,"2",0,0,4,7,2140,0,1963,0,"98032",47.3655,-122.291,2060,9790 +"1138010220","20150317T000000",344950,3,1,1090,6712,"1",0,0,4,7,1090,0,1972,0,"98034",47.7155,-122.211,1440,7350 +"3205500230","20140811T000000",381000,3,1.75,1330,7216,"1",0,0,3,7,1330,0,1969,0,"98034",47.7199,-122.18,1500,8000 +"4389201241","20141230T000000",1.945e+006,4,4,4690,6900,"2",0,0,3,11,3480,1210,2001,0,"98004",47.6165,-122.216,2800,11240 +"9808700025","20150211T000000",1.5e+006,3,1.5,1910,21374,"1",0,0,1,8,1910,0,1955,0,"98004",47.6453,-122.214,2850,16167 +"4399210110","20140619T000000",232603,3,1.75,1750,11461,"2",0,0,4,7,1750,0,1976,0,"98002",47.3173,-122.21,2140,11276 +"7972602490","20141212T000000",220000,5,2.5,1760,10200,"1.5",0,0,3,6,1760,0,1925,0,"98106",47.5271,-122.351,1370,7620 +"2128000180","20140811T000000",600000,4,1.75,1810,7700,"1",0,0,5,8,1390,420,1977,0,"98033",47.6976,-122.169,2080,7700 +"4345000090","20141105T000000",239000,3,2.5,1360,5754,"2",0,0,3,7,1360,0,1994,0,"98030",47.3645,-122.183,1360,7050 +"6413100242","20140826T000000",400000,3,1.75,1730,9211,"1",0,0,3,8,1730,0,1961,0,"98125",47.7149,-122.322,1440,9211 +"4218400455","20140708T000000",2.18e+006,6,2.75,4710,11000,"2",0,3,3,10,3690,1020,1931,0,"98105",47.6622,-122.272,2950,5300 +"1568100220","20140908T000000",350000,3,1,1010,8551,"1",0,0,5,7,1010,0,1953,0,"98155",47.7351,-122.295,1310,8504 +"1626069220","20140905T000000",562000,3,2.5,2400,97138,"2",0,0,5,8,2400,0,1983,0,"98077",47.7361,-122.046,2230,54450 +"3342103149","20140910T000000",380000,3,1.5,1540,8400,"1",0,0,5,7,1540,0,1968,0,"98056",47.5237,-122.199,1690,7689 +"8127700410","20141015T000000",511200,4,1.75,1480,7875,"1",0,0,3,7,740,740,1927,0,"98199",47.643,-122.397,1680,5851 +"3629970090","20141014T000000",680000,4,2.5,2520,5000,"2",0,0,3,9,2520,0,2004,0,"98029",47.5524,-121.992,2910,5001 +"8910500237","20140726T000000",350000,3,3.25,1210,941,"2",0,0,3,8,1000,210,2002,0,"98133",47.7114,-122.356,1650,1493 +"0621069218","20150219T000000",410000,5,2.5,2670,184140,"1",0,0,3,8,1410,1260,1980,0,"98042",47.3429,-122.097,1860,35719 +"3394100230","20140522T000000",1.05e+006,4,2.5,3030,12590,"1.5",0,0,4,10,3030,0,1988,0,"98004",47.5806,-122.193,2980,11635 +"8682211030","20141028T000000",391265,3,2,1440,3900,"1",0,0,3,8,1440,0,2002,0,"98053",47.7022,-122.021,1350,3900 +"5427100150","20140626T000000",1.41e+006,4,2.25,3250,16684,"2",0,0,3,9,3250,0,1979,0,"98039",47.6334,-122.229,2890,16927 +"7579200600","20150428T000000",575000,3,2,1750,5750,"1",0,2,5,7,870,880,1956,0,"98116",47.5579,-122.384,1750,5750 +"7302000610","20150508T000000",316000,4,1.5,2120,46173,"2",0,0,3,7,2120,0,1974,0,"98053",47.6503,-121.968,2000,46173 +"3004800175","20150416T000000",165000,3,1,1050,5156,"1.5",0,0,3,7,1050,0,1919,0,"98106",47.5169,-122.358,1050,5502 +"2397101055","20140812T000000",850000,3,2.25,1950,3600,"1.5",0,0,5,8,1430,520,1911,0,"98119",47.637,-122.363,1950,3600 +"2354300845","20140804T000000",210000,3,1,1020,6000,"1",0,0,3,5,1020,0,1900,0,"98027",47.5281,-122.031,2070,7200 +"0984220330","20140824T000000",325000,4,2.5,1820,9161,"1",0,0,4,7,1220,600,1975,0,"98058",47.4333,-122.168,1860,7650 +"7273100026","20150407T000000",682000,4,2.5,2390,53941,"2",0,0,3,8,2390,0,1989,0,"98053",47.7066,-122.08,2610,104108 +"6386200100","20140718T000000",430000,3,2.5,1400,7508,"2",0,0,4,7,1400,0,1987,0,"98034",47.7233,-122.167,1710,7700 +"9324800025","20141125T000000",325500,3,1.5,1540,8110,"1",0,0,4,7,1190,350,1959,0,"98125",47.7329,-122.291,1290,8110 +"4058800930","20140720T000000",385000,3,1.75,2370,6360,"1",0,3,3,7,1280,1090,1954,0,"98178",47.5039,-122.24,1990,6360 +"1972201161","20150323T000000",435000,1,1,670,1800,"1",0,0,5,6,670,0,1905,0,"98103",47.654,-122.35,1330,3360 +"2202500025","20140721T000000",550000,4,1,2420,15520,"2",0,0,4,7,2420,0,1945,0,"98006",47.5744,-122.137,1630,9965 +"4077800258","20141009T000000",400000,3,1,1000,7800,"1",0,0,4,6,860,140,1930,0,"98125",47.7098,-122.283,1700,7800 +"2558700220","20140721T000000",503000,4,2.75,2100,7350,"1",0,0,5,7,1240,860,1978,0,"98034",47.7194,-122.172,2490,7350 +"0290200230","20140819T000000",676000,4,2.5,2800,5368,"2",0,0,3,8,2800,0,2003,0,"98074",47.6076,-122.053,2790,5368 +"1951100100","20141113T000000",180000,3,1,940,11055,"1.5",0,0,4,7,940,0,1959,0,"98032",47.3732,-122.295,1420,9100 +"9499200220","20140611T000000",234000,3,2,1640,5280,"1.5",0,0,5,6,1640,0,1910,0,"98002",47.3089,-122.213,1160,7875 +"0999000215","20140512T000000",734200,4,2.5,2760,5000,"1.5",0,0,5,7,1680,1080,1928,0,"98107",47.6726,-122.371,1850,5000 +"0822069118","20140729T000000",920000,3,3.25,3660,66211,"2",0,0,3,10,3660,0,2003,0,"98038",47.4087,-122.062,3660,107153 +"2425049066","20140616T000000",1.92e+006,4,2.5,3070,34412,"1",0,3,4,9,2070,1000,1950,0,"98039",47.64,-122.24,3780,27940 +"7950700110","20141209T000000",224000,3,1.75,1100,10125,"1",0,0,4,7,1100,0,1969,0,"98092",47.3232,-122.103,1520,10125 +"9253900408","20150408T000000",1.4e+006,3,2.75,3130,19530,"1",1,4,3,8,1690,1440,1947,1984,"98008",47.5895,-122.111,2980,18782 +"3313600077","20140919T000000",185000,3,1,1320,7155,"1",0,0,4,6,1320,0,1961,0,"98002",47.2857,-122.22,1070,8100 +"0452001540","20140818T000000",554600,3,1.75,1470,5000,"1.5",0,0,5,7,1470,0,1900,0,"98107",47.6755,-122.369,1530,5000 +"3832710210","20140825T000000",268000,3,1.75,1480,8009,"1",0,0,3,7,980,500,1980,0,"98032",47.3657,-122.28,1790,7678 +"8563000300","20140915T000000",675000,4,2.25,2260,8715,"1",0,0,4,8,1530,730,1976,0,"98008",47.6237,-122.106,2220,8650 +"1313000650","20140711T000000",620000,4,2.25,2210,10039,"1",0,0,4,8,1710,500,1967,0,"98052",47.634,-122.101,2070,10965 +"3424069066","20140521T000000",396450,3,1.75,1540,12446,"1",0,0,5,8,1540,0,1967,0,"98027",47.5172,-122.027,1330,11508 +"2206500300","20140820T000000",565000,5,1.75,1910,9720,"1",0,0,4,7,1390,520,1955,0,"98006",47.5772,-122.159,1750,9720 +"3083001095","20140824T000000",410000,3,1.75,1760,3520,"1",0,0,3,7,1160,600,1966,0,"98144",47.5773,-122.303,1840,5000 +"0809002290","20140519T000000",1.19e+006,4,3,2240,6000,"1.5",0,0,4,8,1270,970,1914,0,"98109",47.6369,-122.35,2240,4250 +"6669070220","20140821T000000",716125,3,2.25,2110,7279,"1",0,0,4,9,2110,0,1984,0,"98033",47.6669,-122.17,2130,7279 +"2325069054","20140521T000000",225000,2,1,1396,111949,"1",0,0,3,7,1396,0,1940,1997,"98053",47.6374,-122.007,2020,111949 +"8820901792","20140711T000000",640000,4,2.75,3040,7274,"2",0,3,3,9,2320,720,1986,0,"98125",47.7184,-122.28,2830,10080 +"3488300110","20140910T000000",374000,2,1,1140,5650,"1",0,1,3,6,980,160,1920,0,"98116",47.5634,-122.391,1220,5700 +"3971700330","20150415T000000",415000,4,2,1780,12161,"1",0,0,5,7,1160,620,1950,0,"98155",47.7746,-122.323,1780,8170 +"5561400220","20140819T000000",592500,4,2.5,3370,35150,"1",0,0,5,8,1770,1600,1993,0,"98027",47.461,-122.002,2920,41241 +"2979800762","20140904T000000",365000,3,2.5,1484,1761,"3",0,0,3,7,1484,0,2003,0,"98115",47.6844,-122.317,1484,4320 +"6600220300","20140914T000000",600000,4,2.5,2230,12753,"1",0,0,4,7,1180,1050,1981,0,"98074",47.6297,-122.033,1860,12753 +"2817910220","20141216T000000",465000,4,2.5,2820,39413,"2",0,0,4,9,2820,0,1989,0,"98092",47.3064,-122.1,2910,39413 +"7696620100","20150422T000000",254999,3,1,1580,7560,"1",0,0,4,7,1000,580,1976,0,"98001",47.3318,-122.277,1580,7560 +"7760400900","20140916T000000",279000,4,2.5,2040,8076,"2",0,0,3,7,2040,0,1994,0,"98042",47.3691,-122.074,2040,8408 +"3353404265","20141231T000000",460000,3,2.5,2720,40813,"2",0,0,3,8,2720,0,2001,0,"98001",47.2619,-122.271,2250,40511 +"9828702666","20140728T000000",507000,4,2.25,1490,956,"2",0,0,3,7,1020,470,2005,0,"98122",47.6184,-122.301,1510,1350 +"1823059223","20140520T000000",291000,3,1.75,1560,9788,"1",0,0,3,7,1560,0,1964,0,"98178",47.4876,-122.226,1840,11180 +"2197600388","20141202T000000",350000,2,1.5,830,1077,"2",0,0,3,7,830,0,2006,0,"98122",47.6058,-122.319,830,1366 +"4239400300","20141129T000000",90000,3,1,980,2490,"2",0,0,4,6,980,0,1969,0,"98092",47.317,-122.182,980,3154 +"1328300820","20140806T000000",329000,3,1.75,1980,7000,"1",0,0,4,8,1360,620,1977,0,"98058",47.4442,-122.129,1880,7200 +"7805450870","20140814T000000",909000,4,2.5,3680,11648,"2",0,0,3,10,3680,0,1986,0,"98006",47.5604,-122.107,2830,11251 +"0419000035","20141015T000000",187000,2,1,860,5400,"1",0,0,4,5,860,0,1953,0,"98056",47.492,-122.171,960,5400 +"3131201105","20140709T000000",580000,3,1.75,1850,5100,"1",0,0,3,7,1020,830,1909,0,"98105",47.6605,-122.326,1850,5100 +"0112900110","20140903T000000",345000,3,2.5,1620,5992,"2",0,0,3,7,1620,0,2001,0,"98019",47.736,-121.965,1620,4644 +"5249802240","20140515T000000",497000,4,2.5,2240,7200,"2",0,0,3,8,2240,0,1995,0,"98118",47.5636,-122.275,1860,6600 +"7950302345","20140815T000000",345000,3,1,1010,3060,"1.5",0,0,3,6,1010,0,1904,0,"98118",47.5657,-122.285,1330,4590 +"2473371570","20141119T000000",313500,3,1.75,1610,7350,"1",0,0,3,8,1610,0,1974,0,"98058",47.4503,-122.131,2120,7350 +"3982700088","20150402T000000",910000,3,2.5,2720,7250,"2",0,0,3,9,2720,0,1990,0,"98033",47.6894,-122.195,2870,7250 +"3448000755","20140604T000000",399950,3,1.5,2080,5244,"1",0,0,3,7,1190,890,1959,0,"98125",47.7144,-122.293,1850,6982 +"1446400615","20140527T000000",268000,4,2,1930,6600,"1",0,0,4,7,1030,900,1967,0,"98168",47.482,-122.332,1220,6600 +"2484700145","20141229T000000",559000,4,1.75,2250,8458,"1",0,0,3,8,1450,800,1954,0,"98136",47.5235,-122.383,1950,7198 +"1753500100","20140709T000000",309000,3,2.25,1980,8755,"1",0,0,4,7,1300,680,1963,0,"98198",47.3922,-122.321,2030,8671 +"7853300770","20140609T000000",410000,3,2.5,1960,4400,"2",0,0,3,7,1960,0,2006,0,"98065",47.5384,-121.889,2060,4400 +"7236100015","20140520T000000",259000,3,1,1320,8625,"1",0,0,4,7,1320,0,1957,0,"98056",47.4902,-122.179,1370,8295 +"1959701695","20141124T000000",950000,5,2,2940,5500,"2",0,0,4,9,2340,600,1909,0,"98102",47.6466,-122.321,2940,5500 +"4024101421","20141202T000000",320000,4,1,1460,7200,"1.5",0,0,4,7,1460,0,1955,0,"98155",47.7602,-122.306,1690,7357 +"0327000165","20150413T000000",1.15e+006,4,2.5,2330,30122,"1",0,1,3,8,1490,840,1951,0,"98115",47.6843,-122.267,2430,6726 +"7893800534","20141124T000000",394250,3,2,2620,10107,"1",0,3,3,7,2620,0,1982,0,"98198",47.4096,-122.329,1730,7812 +"6430500191","20141106T000000",315000,1,1,700,3876,"1",0,0,3,6,700,0,1910,0,"98103",47.6886,-122.352,1150,3952 +"2354300835","20141224T000000",480000,2,2,1140,12000,"1",0,0,3,6,1140,0,1943,0,"98027",47.5277,-122.031,1880,6125 +"9510300220","20140804T000000",556000,3,2.5,2750,35440,"2",0,0,3,9,2750,0,1994,0,"98045",47.4745,-121.723,2710,35440 +"7852130410","20141027T000000",450000,3,2.5,2480,5647,"2",0,0,3,7,2480,0,2002,0,"98065",47.5355,-121.88,2510,5018 +"5101406522","20141001T000000",420000,3,1.5,1130,5413,"1",0,0,3,7,940,190,1946,0,"98125",47.7021,-122.32,1400,7168 +"2768200090","20150317T000000",890000,6,3.75,2770,5000,"1",0,0,3,8,1870,900,1969,0,"98107",47.669,-122.365,1570,2108 +"1761300650","20141006T000000",295000,4,2,1710,8814,"1",0,0,5,7,1030,680,1975,0,"98031",47.395,-122.174,1710,7272 +"1081330210","20140911T000000",410000,4,2.25,2150,27345,"2",0,0,5,8,2150,0,1976,0,"98059",47.469,-122.121,2200,11923 +"4137070090","20140611T000000",308900,3,2.5,2250,7294,"2",0,0,3,8,2250,0,1994,0,"98092",47.2636,-122.212,2140,7363 +"0327000100","20141022T000000",1.161e+006,4,2.5,2960,26742,"1",0,3,3,8,1480,1480,1949,1996,"98115",47.6846,-122.268,2500,9460 +"8682281510","20150128T000000",665000,2,2.5,2300,6984,"1",0,0,3,8,2300,0,2006,0,"98053",47.7087,-122.015,1820,4950 +"3297700100","20140903T000000",577000,3,1.75,1740,5500,"1",0,0,5,7,970,770,1953,0,"98116",47.577,-122.395,1740,7250 +"7518506717","20140917T000000",959000,3,2.5,2830,3750,"3",0,0,3,10,2830,0,2014,0,"98117",47.6799,-122.385,1780,5000 +"0065000210","20140626T000000",471000,2,1.75,1240,6417,"1",0,0,5,7,1240,0,1924,0,"98126",47.5439,-122.379,1800,6417 +"3905040590","20150421T000000",560000,3,2.5,2180,7169,"2",0,0,3,8,2180,0,1990,0,"98029",47.5714,-122.002,2150,5914 +"5451210150","20140514T000000",955000,5,2.25,2510,9887,"2",0,0,3,8,2510,0,1972,0,"98040",47.5339,-122.223,2510,10006 +"1778360150","20140620T000000",1.24e+006,7,5.5,6630,13782,"2",0,0,3,10,4930,1700,2004,0,"98006",47.5399,-122.118,4470,8639 +"6649900301","20141231T000000",579000,3,2.5,2300,18540,"1",0,0,3,8,1800,500,1961,0,"98177",47.7767,-122.369,2460,18540 +"9264901490","20150428T000000",335000,4,2.25,3220,7889,"2",0,0,3,8,3220,0,1978,0,"98023",47.3112,-122.339,2120,7651 +"7853220910","20140915T000000",485000,3,2.5,2270,7887,"2",0,2,3,8,2270,0,2004,0,"98065",47.5326,-121.855,2550,7133 +"9346700150","20140702T000000",552000,3,2.5,1840,9900,"1",0,0,3,9,1840,0,1978,0,"98007",47.6131,-122.151,2730,9900 +"2327000110","20140714T000000",950000,4,3.25,3820,15293,"2",0,0,3,10,3820,0,2003,0,"98074",47.6097,-122.017,2790,7142 +"7137900490","20150316T000000",203700,3,2,1660,7958,"1",0,0,3,7,1130,530,1983,0,"98092",47.3187,-122.171,1550,7647 +"9264960850","20140709T000000",412000,4,3.5,3360,9767,"2",0,0,3,9,2450,910,1990,0,"98023",47.3047,-122.347,2580,8757 +"1545808960","20150106T000000",237500,3,2,1350,8960,"1",0,0,4,7,1350,0,1986,0,"98038",47.3614,-122.045,1470,8288 +"0486000085","20140815T000000",866800,4,3.5,2970,5000,"2",0,2,3,9,2200,770,2001,0,"98117",47.6772,-122.399,1470,4560 +"7977200945","20150310T000000",425000,3,1,1000,5100,"1",0,0,3,7,860,140,1946,0,"98115",47.6857,-122.293,1000,5100 +"3056700150","20140625T000000",200000,3,2,1190,6833,"1",0,0,3,7,1190,0,1995,0,"98092",47.3191,-122.18,1540,8000 +"7896300150","20140929T000000",280000,3,1.75,1670,6034,"1",0,0,3,7,990,680,1957,0,"98118",47.5209,-122.286,1230,6034 +"7399100210","20141126T000000",140000,3,1.5,1200,2002,"2",0,0,3,8,1200,0,1966,0,"98055",47.4659,-122.189,1270,1848 +"2473370110","20141114T000000",370000,5,2.5,2250,10400,"1",0,0,3,8,1280,970,1973,0,"98058",47.4501,-122.139,2140,9592 +"2770605420","20140916T000000",550000,2,0.75,1040,4000,"1",0,0,3,7,930,110,1909,0,"98119",47.6489,-122.372,1700,4800 +"7856400300","20140702T000000",1.4116e+006,2,2.5,3180,9400,"2",0,4,5,10,2610,570,1985,0,"98006",47.5617,-122.158,3760,9450 +"7856400300","20150322T000000",1.505e+006,2,2.5,3180,9400,"2",0,4,5,10,2610,570,1985,0,"98006",47.5617,-122.158,3760,9450 +"7923700330","20140528T000000",510000,4,1.5,2040,8800,"1",0,0,4,7,1020,1020,1961,0,"98007",47.5965,-122.139,1490,8800 +"5632500110","20140716T000000",351000,3,1,1160,10518,"1",0,0,3,7,1160,0,1960,0,"98028",47.7343,-122.22,1670,9380 +"0723049219","20150325T000000",210000,3,1,880,10800,"1",0,0,3,6,880,0,1942,0,"98146",47.4949,-122.338,1100,8820 +"2320069111","20150507T000000",449999,4,1.75,2290,36900,"1.5",0,2,5,7,1690,600,1938,0,"98022",47.2034,-122.003,2170,12434 +"7972604345","20140519T000000",137000,3,1,950,7620,"1",0,0,3,6,950,0,1954,0,"98106",47.5178,-122.346,1260,7620 +"3222069156","20141217T000000",270000,3,1,1010,14510,"1",0,0,5,7,1010,0,1974,0,"98042",47.3437,-122.078,2020,44866 +"1722069097","20141229T000000",540000,3,2.5,3100,100188,"1",0,0,4,7,1820,1280,1981,0,"98038",47.3928,-122.066,2430,104979 +"4022905473","20141205T000000",565000,5,3,2560,12480,"1",0,0,3,8,1590,970,2012,0,"98155",47.7657,-122.284,2500,17299 +"5318101695","20150409T000000",940000,4,1.5,2430,3600,"2.5",0,0,3,8,2430,0,1980,0,"98112",47.6351,-122.285,2020,4800 +"5216200090","20140616T000000",385000,2,1,830,26329,"1",1,3,4,6,830,0,1928,0,"98070",47.4012,-122.425,2030,27338 +"9526500090","20140822T000000",400000,3,3,2090,7634,"1",0,0,3,8,1450,640,2001,0,"98019",47.7408,-121.974,2090,9600 +"0423059039","20150321T000000",365000,3,2,2030,8649,"1",0,0,3,7,2030,0,1998,0,"98056",47.5082,-122.166,1760,7200 +"6909700437","20140522T000000",353250,2,1,1060,1600,"2",0,0,3,7,1060,0,1979,0,"98144",47.5888,-122.294,1360,3360 +"1205000215","20150429T000000",455000,2,1.5,1090,6750,"1",0,0,3,7,950,140,1942,0,"98117",47.6836,-122.397,1640,6750 +"3223039229","20140527T000000",475000,4,3.5,3400,234352,"2",0,0,3,8,2500,900,1991,0,"98070",47.4335,-122.449,1300,39639 +"4077800474","20141124T000000",571500,4,1.75,1920,7455,"1",0,0,4,7,960,960,1939,1964,"98125",47.7106,-122.286,1920,7455 +"1604600227","20150328T000000",441000,2,1,1150,3000,"1",0,0,3,6,780,370,1915,0,"98118",47.5624,-122.291,1150,5000 +"9542200220","20150213T000000",810000,6,2.75,3970,9500,"1",0,0,4,10,2180,1790,1970,0,"98005",47.5956,-122.178,2490,9775 +"6600220490","20150409T000000",550000,3,2.25,1880,11556,"2",0,0,3,8,1880,0,1987,0,"98074",47.6283,-122.032,1880,12000 +"2138700141","20140702T000000",736000,2,1,1500,4000,"1",0,0,3,8,1100,400,1933,0,"98109",47.6409,-122.353,1980,4000 +"4046600820","20150224T000000",375000,3,1.75,2190,17550,"1",0,0,3,7,2190,0,1989,0,"98014",47.6984,-121.912,1700,17550 +"9430100360","20150205T000000",717500,3,2.5,2530,9932,"2",0,0,3,8,2530,0,1995,0,"98052",47.6853,-122.16,2140,7950 +"2447500015","20141121T000000",581000,2,1.75,1930,11200,"1",0,2,3,8,1430,500,1951,0,"98177",47.7576,-122.37,2840,12408 +"1524039043","20140725T000000",629000,3,2,1510,4560,"2",0,0,4,7,1510,0,1909,1995,"98116",47.5689,-122.408,1990,5000 +"2303900100","20140911T000000",3.8e+006,3,4.25,5510,35000,"2",0,4,3,13,4910,600,1997,0,"98177",47.7296,-122.37,3430,45302 +"8651400230","20141208T000000",225000,3,2,1100,5200,"1",0,0,3,6,1100,0,1969,2014,"98042",47.3606,-122.083,1050,5330 +"7437100210","20140618T000000",315000,3,2.5,1730,6368,"2",0,0,3,7,1730,0,1993,0,"98038",47.3505,-122.032,1780,6597 +"3630020150","20150310T000000",425000,3,2.5,1480,1386,"3",0,0,3,8,1480,0,2005,0,"98029",47.5468,-121.998,1470,1593 +"1773600691","20140625T000000",346500,3,1,1150,11802,"1",0,0,4,7,1150,0,1932,1958,"98106",47.5624,-122.361,1880,6082 +"5448300150","20150105T000000",550000,3,2.25,1950,26500,"1",0,0,4,8,1570,380,1965,0,"98006",47.5784,-122.179,2160,12751 +"2260000210","20150209T000000",565000,3,1.75,2380,10450,"1",0,0,3,8,1400,980,1977,0,"98052",47.6409,-122.111,2150,9600 +"6815100085","20141224T000000",1.001e+006,4,2,3100,8000,"1.5",0,0,5,7,2040,1060,1939,0,"98103",47.6852,-122.329,1650,4000 +"5141000720","20140805T000000",400000,2,2,2010,3797,"1.5",0,0,3,7,1450,560,1922,2004,"98108",47.5596,-122.315,1660,4650 +"9276200455","20141121T000000",724950,4,2,2270,5760,"2",0,0,4,8,2270,0,1909,0,"98116",47.5809,-122.39,1420,5760 +"5459500165","20140708T000000",623000,3,1.75,2050,16313,"1",0,0,2,8,2050,0,1973,0,"98040",47.5743,-122.212,3180,10264 +"9828701295","20140624T000000",295000,2,1,650,5400,"1",0,0,3,6,650,0,1950,0,"98122",47.6185,-122.295,1310,4906 +"0164000261","20140521T000000",700000,4,3.25,2780,7875,"2",0,0,3,9,2780,0,2006,0,"98133",47.7294,-122.352,1000,7500 +"2767704682","20150408T000000",482000,2,1.5,1300,1229,"2",0,0,3,8,1160,140,2000,0,"98107",47.6727,-122.375,1430,1255 +"6791050450","20140821T000000",770000,3,2.5,2730,11380,"2",0,0,3,10,2730,0,1995,0,"98075",47.58,-122.057,2800,10070 +"1221039066","20141017T000000",310000,4,2.5,3140,22100,"1",0,0,4,8,1820,1320,1960,0,"98023",47.319,-122.362,2700,25500 +"0686300450","20140708T000000",720000,4,2.25,2410,8400,"2",0,0,5,8,2410,0,1965,0,"98008",47.626,-122.119,1910,8056 +"3822200087","20150319T000000",355000,3,1,1180,5965,"1.5",0,0,4,6,1180,0,1928,0,"98125",47.7281,-122.299,1270,7710 +"6669250100","20140729T000000",512000,4,2.5,2600,4506,"2",0,0,3,9,2600,0,2005,0,"98056",47.5146,-122.188,2470,6041 +"1453602310","20141216T000000",303000,2,1.5,1400,1650,"3",0,0,3,7,1400,0,1999,0,"98125",47.7222,-122.29,1430,1650 +"0984200690","20140618T000000",299000,5,2.5,2220,9360,"1",0,0,4,7,1110,1110,1968,0,"98058",47.4341,-122.169,1780,7704 +"5468770180","20140623T000000",285000,3,2.5,1660,6263,"2",0,0,3,8,1660,0,2003,0,"98042",47.3507,-122.141,2190,6192 +"5459500100","20140924T000000",680000,3,1.75,2330,9652,"1",0,0,4,8,1590,740,1968,0,"98040",47.5714,-122.211,2420,9631 +"2968801605","20140902T000000",285000,4,1.75,1440,6720,"1",0,0,5,6,720,720,1954,0,"98166",47.4571,-122.345,1820,6784 +"2141310580","20141125T000000",707000,4,2.25,2920,17023,"1",0,0,4,9,1690,1230,1977,0,"98006",47.5585,-122.134,2710,10681 +"2325039067","20140507T000000",690000,3,2,1760,6428,"1",0,0,4,7,980,780,1942,0,"98199",47.6388,-122.397,1760,6004 +"2426059103","20150422T000000",872000,4,2.25,2860,40284,"2",0,0,3,10,2860,0,1983,0,"98072",47.7308,-122.115,2670,92782 +"3541600450","20141104T000000",290000,4,1.75,2090,12750,"1",0,0,3,8,1360,730,1967,0,"98166",47.4792,-122.357,2040,12300 +"5631501161","20150417T000000",425000,4,1.75,1910,16785,"1",0,0,4,7,1110,800,1981,0,"98028",47.7474,-122.235,1590,9900 +"3224510300","20150126T000000",925000,3,2.75,3280,10558,"1",0,2,4,9,2040,1240,1979,0,"98006",47.5606,-122.133,3150,9998 +"4027700466","20141219T000000",340500,3,1,1770,12458,"1",0,0,3,7,1770,0,1957,0,"98155",47.7715,-122.27,2000,8225 +"1702901500","20141121T000000",365000,2,1,920,6600,"1",0,0,4,6,920,0,1910,0,"98118",47.5572,-122.282,1370,5500 +"8146300205","20140710T000000",725000,3,1.75,1690,8489,"1",0,0,4,7,1690,0,1959,0,"98004",47.6079,-122.192,1850,8536 +"3526039019","20140702T000000",811000,3,3,2470,7410,"2",0,0,5,8,1860,610,1977,0,"98117",47.6937,-122.392,2390,7800 +"5230300210","20141210T000000",299000,3,1,1040,9514,"1",0,0,4,7,1040,0,1969,0,"98059",47.4936,-122.102,1040,9514 +"7907600100","20150421T000000",287500,4,2,1220,9147,"1",0,0,5,7,1220,0,1953,0,"98146",47.5011,-122.336,1220,8576 +"9322800210","20140520T000000",879950,4,2.25,3500,13875,"1",0,4,4,9,1830,1670,1938,0,"98146",47.5083,-122.388,2960,15000 +"3352400661","20141110T000000",135900,2,1,760,3800,"1",0,0,3,6,760,0,1950,0,"98178",47.5019,-122.269,1220,7410 +"3625710100","20140512T000000",1.225e+006,4,2.25,3070,16028,"1",0,3,3,9,1870,1200,1976,0,"98040",47.5271,-122.228,3070,19822 +"3626039207","20141017T000000",522500,4,1.75,2100,6480,"1",0,0,5,7,1300,800,1947,0,"98177",47.7049,-122.359,1840,7500 +"7568700215","20150312T000000",399500,4,1.5,1660,6617,"1",0,0,5,7,1660,0,1947,0,"98155",47.739,-122.323,950,7440 +"1604600540","20150504T000000",450000,3,1,1430,5960,"1.5",0,0,4,7,1430,0,1917,0,"98118",47.562,-122.289,1140,3960 +"1421039067","20141027T000000",218000,4,1,1620,17500,"1",0,0,3,7,1620,0,1962,0,"98023",47.3021,-122.388,2400,17394 +"7137970210","20150327T000000",289999,3,2,1490,9285,"1",0,0,3,8,1490,0,1995,0,"98092",47.3248,-122.169,2040,6681 +"2767603255","20150224T000000",540000,2,1,1170,4750,"1",0,0,3,6,1170,0,1903,0,"98107",47.6729,-122.378,1170,2023 +"3575303700","20140725T000000",324950,3,1,1240,7500,"1",0,0,4,7,1240,0,1976,0,"98074",47.6199,-122.062,1240,9750 +"1702901340","20140613T000000",718500,3,2,2910,6600,"2",0,0,4,7,1920,990,1900,1988,"98118",47.5576,-122.281,1370,5500 +"2320069014","20140709T000000",495000,3,2,2660,192099,"1",0,0,4,9,2660,0,1964,0,"98022",47.2098,-122.016,2570,43561 +"3141600600","20140521T000000",260000,6,2,2220,8797,"1",0,0,3,7,2220,0,1977,0,"98002",47.2977,-122.227,1170,5123 +"2201501015","20140502T000000",430000,4,1.5,1920,10000,"1",0,0,4,7,1070,850,1954,0,"98006",47.5725,-122.133,1450,10836 +"3782760040","20140603T000000",402500,3,3.25,2780,4002,"2",0,0,3,8,2780,0,2009,0,"98019",47.7348,-121.966,1890,4090 +"6613001241","20140811T000000",1.415e+006,4,3,3110,4408,"2.5",0,3,4,10,2510,600,1931,0,"98105",47.6583,-122.27,3250,5669 +"3276980120","20141028T000000",275000,3,2.25,1820,9766,"1",0,0,4,7,1450,370,1987,0,"98031",47.397,-122.203,1860,8236 +"1321400650","20140603T000000",250000,3,2.25,1765,7652,"2",0,0,3,7,1765,0,1996,0,"98003",47.3072,-122.328,1765,7719 +"0643300180","20140523T000000",665000,3,2.75,1800,9550,"1",0,0,4,7,1320,480,1966,0,"98006",47.5679,-122.178,1890,9902 +"0322059210","20150203T000000",425000,3,2.5,2650,144183,"1",0,0,3,8,2650,0,1967,0,"98042",47.4212,-122.144,1940,41210 +"9551201560","20140722T000000",760000,2,1,1410,3600,"1.5",0,0,4,7,1310,100,1925,0,"98103",47.6695,-122.338,1740,4200 +"7202330330","20140814T000000",447000,3,2.5,1650,3076,"2",0,0,3,7,1650,0,2003,0,"98053",47.682,-122.035,1560,3064 +"5153900150","20140708T000000",205000,3,1,1180,8240,"1",0,0,4,7,1180,0,1967,0,"98003",47.3325,-122.321,1180,7840 +"1788700230","20140506T000000",191000,3,1.5,800,8850,"1",0,0,4,6,800,0,1959,0,"98023",47.3266,-122.348,820,8775 +"0049000051","20150316T000000",350000,2,1.75,1430,7921,"1",0,0,3,7,1430,0,1983,0,"98146",47.5088,-122.371,1290,8040 +"3343301393","20150330T000000",789888,5,3.5,3300,7860,"2",0,0,3,9,2410,890,2001,0,"98006",47.5463,-122.192,2540,9920 +"2832100215","20150323T000000",443000,2,1,1220,10170,"1",0,0,3,7,980,240,1948,0,"98125",47.7297,-122.327,1990,9064 +"1980200015","20140929T000000",695000,4,3.5,3530,7202,"2",0,0,3,9,2660,870,2000,0,"98177",47.7339,-122.36,2810,8100 +"1825049013","20150213T000000",560000,4,2,1380,4048,"1.5",0,0,4,7,1380,0,1906,0,"98103",47.6583,-122.344,1440,3956 +"7550800015","20140714T000000",550000,3,1.75,1410,5000,"1",0,0,4,7,810,600,1923,0,"98107",47.6727,-122.395,1760,5000 +"8682230760","20140724T000000",850000,2,2.5,3360,6750,"2",0,0,3,9,3360,0,2004,0,"98053",47.7112,-122.033,2510,6750 +"8645511500","20150420T000000",352750,4,2.75,2270,24237,"1",0,0,4,7,1360,910,1977,0,"98058",47.4672,-122.175,2050,8016 +"8567450220","20140818T000000",550000,4,2.5,2890,9045,"2",0,0,3,8,2890,0,2001,0,"98019",47.7385,-121.965,2840,10114 +"1556200205","20141118T000000",774900,5,1,1750,3861,"1.5",0,0,3,7,1750,0,1903,0,"98122",47.6075,-122.295,1700,4255 +"9476200580","20140710T000000",250000,3,1,1010,8711,"1",0,0,5,6,1010,0,1944,0,"98056",47.4914,-122.186,1250,8053 +"8965410150","20140825T000000",962800,4,2.5,3780,23623,"2",0,0,3,9,3780,0,1997,0,"98006",47.559,-122.118,3370,10210 +"5031300011","20141104T000000",299500,3,1.75,1880,11700,"1",0,0,4,7,1880,0,1968,0,"98092",47.3213,-122.187,2230,35200 +"5101408735","20141103T000000",250000,2,1,800,5220,"1",0,0,3,6,800,0,1943,0,"98125",47.7037,-122.32,1910,5376 +"2623069010","20150116T000000",745000,5,4,4720,493534,"2",0,0,5,9,3960,760,1975,0,"98027",47.4536,-122.009,2160,219542 +"2624089040","20150217T000000",279475,2,1,1060,10600,"1.5",0,0,3,6,1060,0,1968,0,"98065",47.5375,-121.742,1560,21344 +"3345700165","20141202T000000",450000,3,2.25,2530,27227,"2",0,0,3,8,2530,0,1987,0,"98056",47.527,-122.193,2160,30192 +"0379000051","20140826T000000",307700,5,2.25,1980,13132,"1",0,0,4,7,1260,720,1962,0,"98198",47.3984,-122.301,1880,11325 +"0871000155","20141211T000000",665000,3,1,1650,5102,"1",0,0,4,8,1300,350,1953,0,"98199",47.6524,-122.404,1440,5102 +"7852020580","20140724T000000",375000,3,2.75,1890,3930,"2",0,0,3,8,1890,0,1999,0,"98065",47.5337,-121.867,2100,4259 +"7298050110","20150303T000000",420000,4,2.5,3360,11637,"2",0,0,3,11,3360,0,1990,0,"98023",47.3018,-122.342,3530,11205 +"2114700615","20140708T000000",148000,2,1,630,4200,"1",0,0,3,6,630,0,1930,0,"98106",47.5329,-122.348,970,4200 +"0809001965","20140729T000000",707000,3,1.5,1980,4000,"2",0,0,3,8,1980,0,1919,0,"98109",47.6364,-122.351,1980,3600 +"9557200090","20141112T000000",399000,3,1,990,4250,"1",0,0,4,7,840,150,1924,0,"98136",47.5392,-122.39,990,4500 +"5126210360","20141022T000000",570000,4,2.5,3420,115434,"2",0,0,3,9,3420,0,1989,0,"98038",47.3932,-121.988,3250,111513 +"3528000210","20150323T000000",853000,4,2.25,3440,35025,"2",0,0,3,10,3440,0,1988,0,"98053",47.6674,-122.055,3210,35005 +"0424059052","20141222T000000",400000,3,1,1300,14138,"1",0,0,4,7,1300,0,1943,0,"98005",47.593,-122.165,2440,12196 +"0594000115","20140512T000000",615000,2,1.75,2040,28593,"1.5",1,3,4,7,2040,0,1919,1990,"98070",47.3979,-122.465,2040,35124 +"2207100740","20150106T000000",463000,3,1,1250,7700,"1",0,0,4,7,1250,0,1955,0,"98007",47.5974,-122.149,1520,7700 +"7784000100","20140603T000000",600000,4,2.5,1960,14242,"1",0,1,4,8,1290,670,1958,0,"98146",47.4947,-122.369,2490,10907 +"3732800495","20141028T000000",429000,5,2.5,2720,8120,"1",0,0,3,7,1360,1360,1970,0,"98108",47.557,-122.308,2020,8120 +"2025059131","20140904T000000",980000,4,4.25,3250,11780,"2",0,0,3,8,2360,890,1944,2001,"98004",47.6322,-122.203,1800,9000 +"6699000740","20150421T000000",359500,6,3.75,3190,4700,"2",0,0,3,8,3190,0,2003,0,"98042",47.3724,-122.105,2680,5640 +"8651610580","20141107T000000",715000,4,2.5,2570,7980,"2",0,0,3,9,2570,0,1998,0,"98074",47.6378,-122.065,2760,6866 +"5412300100","20150325T000000",240000,3,1.75,1420,6984,"1",0,0,4,7,980,440,1980,0,"98030",47.3748,-122.18,1430,7875 +"8096600100","20141215T000000",455000,4,2,2120,9442,"1",0,0,5,7,1060,1060,1968,0,"98011",47.7675,-122.226,1290,9600 +"0722079015","20141017T000000",610000,3,2.5,2080,167270,"1",0,0,3,7,2080,0,2000,0,"98038",47.4032,-121.963,2080,55321 +"0339350150","20150311T000000",675000,3,2.75,2740,5735,"2",0,0,3,9,2740,0,2004,0,"98052",47.6862,-122.093,2210,5026 +"2560805440","20150129T000000",283500,3,1.75,1250,5375,"1",0,0,3,7,1250,0,1985,0,"98198",47.3787,-122.323,1320,6258 +"7131300047","20140826T000000",235000,2,1,2150,4500,"1.5",0,0,3,7,1260,890,1917,0,"98118",47.5158,-122.267,1590,5010 +"3459600180","20140626T000000",827000,4,2.5,3230,12100,"1",0,0,3,9,1870,1360,1977,0,"98006",47.562,-122.146,2670,10200 +"7663700663","20140910T000000",353000,2,1,860,8511,"1",0,0,3,7,860,0,1949,0,"98125",47.7312,-122.3,1554,8499 +"5415350770","20140923T000000",747500,4,2.5,2810,11902,"2",0,0,4,9,2810,0,1993,0,"98059",47.5303,-122.143,2990,10754 +"3083000940","20150412T000000",341000,2,1,1040,4000,"1",0,0,3,6,1040,0,1914,0,"98144",47.5753,-122.303,1740,4000 +"1670400090","20141124T000000",182000,3,1,1160,18055,"1",0,0,2,5,1160,0,1950,0,"98168",47.4772,-122.269,1340,10324 +"2781250610","20141202T000000",250000,3,2,1470,2781,"2",0,0,3,6,1470,0,2003,0,"98038",47.349,-122.024,1360,3008 +"3764500090","20140521T000000",655000,4,3.5,2350,13402,"2",0,3,3,8,1670,680,1994,0,"98033",47.6947,-122.19,2250,9474 +"7401000040","20140507T000000",405000,3,2.25,1660,8307,"1",0,0,4,8,1660,0,1961,0,"98133",47.7575,-122.352,2510,7800 +"4323700230","20140818T000000",390000,4,1.75,2020,9750,"1",0,0,3,7,1100,920,1975,0,"98074",47.6192,-122.055,1670,9600 +"3500100047","20141008T000000",275400,2,1,890,8180,"1",0,0,3,7,890,0,1947,0,"98155",47.737,-122.3,1130,8180 +"3885807362","20140604T000000",791000,3,2.25,2430,5500,"2",0,0,3,8,1810,620,1989,0,"98033",47.6812,-122.196,2040,5500 +"7199340650","20140508T000000",424500,3,1.75,1460,7700,"1",0,0,3,7,1460,0,1979,0,"98052",47.6981,-122.127,1720,7280 +"5014000120","20140617T000000",430000,3,1,980,7200,"1",0,0,4,7,980,0,1950,0,"98116",47.5718,-122.395,1180,6572 +"3758900037","20150505T000000",865000,4,2.5,2580,10631,"2",0,2,4,9,2580,0,1992,0,"98033",47.6993,-122.206,4220,10631 +"2724201202","20150304T000000",163000,2,2,1250,7543,"1",0,0,3,7,1250,0,1962,0,"98198",47.4051,-122.296,1250,7506 +"7855600730","20140908T000000",920000,4,2.75,3140,9085,"1",0,2,5,8,1570,1570,1961,0,"98006",47.5675,-122.16,2430,9350 +"7151700360","20141211T000000",1.02895e+006,5,3.25,2680,3011,"2",0,0,3,9,1870,810,1910,2014,"98122",47.6115,-122.287,3440,5165 +"3811300090","20140724T000000",325000,3,1.75,1810,8048,"1",0,0,4,7,1290,520,1983,0,"98055",47.4484,-122.194,1550,9081 +"0538000450","20140603T000000",315000,5,2.5,2090,4698,"2",0,0,3,7,2090,0,1998,0,"98038",47.3538,-122.025,2070,4698 +"6303400475","20140911T000000",227000,4,1,1120,8763,"1",0,0,3,6,1120,0,1971,0,"98146",47.508,-122.358,1120,8636 +"3388110230","20140729T000000",179000,4,1.75,1790,7175,"1.5",0,0,3,6,1410,380,1900,0,"98168",47.4963,-122.318,1790,8417 +"9834201215","20141009T000000",276000,2,1,870,2676,"1",0,0,3,7,820,50,2004,0,"98144",47.5702,-122.287,1500,1719 +"0844000375","20150303T000000",335000,4,1.5,3160,19745,"1.5",0,0,4,6,1840,1320,1968,0,"98010",47.3103,-122.006,1540,8611 +"3816700150","20141114T000000",430000,3,2,2350,12480,"1",0,0,3,7,1600,750,1981,0,"98028",47.7661,-122.262,2160,12000 +"7237301210","20141118T000000",266490,3,2.5,1810,4113,"2",0,0,3,7,1810,0,2004,0,"98042",47.3715,-122.126,1880,4465 +"0130000175","20140806T000000",655000,4,2.75,3160,8197,"1",0,0,3,8,1580,1580,1962,0,"98115",47.7004,-122.287,2050,8197 +"9468200175","20141114T000000",635500,3,2,1660,3600,"1",0,0,3,7,1000,660,1939,2006,"98103",47.6789,-122.351,1700,4356 +"8643200061","20140626T000000",235000,5,2.5,2500,9583,"1",0,0,3,7,1300,1200,1979,0,"98198",47.3946,-122.312,2120,19352 +"7805460760","20150427T000000",885000,3,2.5,2880,11443,"2",0,0,4,9,2880,0,1986,0,"98006",47.5633,-122.111,2840,12530 +"6713700155","20140818T000000",352500,3,1,1470,8400,"1",0,0,4,7,1470,0,1953,0,"98133",47.7628,-122.354,1470,8400 +"3236500220","20140709T000000",450000,3,2.5,1460,7573,"2",0,0,3,8,1460,0,1983,0,"98007",47.6012,-122.141,1910,7668 +"3625049042","20141011T000000",3.635e+006,5,6,5490,19897,"2",0,0,3,12,5490,0,2005,0,"98039",47.6165,-122.236,2910,17600 +"7935000450","20140919T000000",1.05e+006,3,2.25,2480,15022,"1",0,4,3,9,1330,1150,1967,2003,"98136",47.5497,-122.396,2500,8178 +"1324300018","20141121T000000",476000,2,2.25,1140,1332,"3",0,0,3,8,1140,0,1999,0,"98103",47.6543,-122.356,1140,1267 +"4123820450","20140507T000000",375000,3,2.5,1830,13042,"2",0,0,3,8,1830,0,1990,0,"98038",47.3738,-122.042,1940,6996 +"9325200120","20140909T000000",600600,4,3.5,3110,6829,"2",0,0,3,8,3110,0,2014,0,"98148",47.4349,-122.328,2910,7425 +"3918400097","20141117T000000",567000,4,1.75,2630,11213,"1",0,2,4,8,1430,1200,1948,0,"98177",47.7158,-122.366,2240,15186 +"8126300410","20140725T000000",650000,4,1.75,2390,12000,"1",0,0,3,8,1470,920,1979,0,"98052",47.7061,-122.163,2110,12000 +"7227800040","20140604T000000",190000,5,2,1750,10284,"1",0,0,4,5,1750,0,1943,0,"98056",47.5094,-122.182,1560,9010 +"1020069042","20141001T000000",858000,4,3.5,4370,422967,"1",0,2,4,10,2580,1790,1978,0,"98022",47.2332,-122.029,3260,422967 +"3213200245","20150115T000000",435500,1,1.75,1020,4512,"1",0,0,3,7,770,250,1937,0,"98115",47.6724,-122.266,1230,5029 +"0455000760","20150311T000000",685000,3,2,2500,6733,"1",0,0,3,8,1770,730,1979,0,"98107",47.6691,-122.36,1770,6343 +"0104510230","20141119T000000",252000,3,2,1540,7210,"2",0,0,4,7,1540,0,1984,0,"98023",47.3128,-122.351,1500,7210 +"4140090110","20140912T000000",512500,4,2.25,2200,6900,"2",0,0,4,8,2200,0,1975,0,"98028",47.7682,-122.261,2400,6900 +"6072500490","20140801T000000",423800,3,2.5,1940,7415,"2",0,0,3,8,1940,0,1965,0,"98006",47.542,-122.176,1940,8425 +"6705120100","20150504T000000",460000,3,2.25,1453,2225,"2",0,0,4,8,1453,0,1986,0,"98006",47.5429,-122.188,1860,2526 +"3764390100","20140722T000000",434000,3,2.75,1830,3200,"2",0,0,3,8,1830,0,1991,0,"98034",47.7155,-122.218,2030,3331 +"2988800011","20150414T000000",244000,3,1,2000,15900,"1",0,0,3,6,1000,1000,1948,0,"98178",47.4816,-122.233,1760,10500 +"1073100065","20150217T000000",348125,3,1,1400,8451,"1.5",0,0,3,7,1400,0,1953,0,"98133",47.7719,-122.337,1590,8433 +"1136100062","20140509T000000",585000,4,3.25,2400,29252,"2",0,0,4,8,2400,0,1982,0,"98072",47.743,-122.131,2280,45000 +"3356402020","20140508T000000",230000,3,1,1390,16000,"1",0,0,4,6,1390,0,1960,0,"98001",47.2898,-122.251,1420,10000 +"8039900180","20140805T000000",450000,3,2,1680,11250,"1",0,0,4,8,1680,0,1967,0,"98045",47.4861,-121.786,1760,12160 +"4174600391","20150323T000000",393000,5,2,1820,5054,"1",0,0,4,7,910,910,1970,0,"98108",47.5547,-122.299,1180,5628 +"6865200981","20141221T000000",517000,2,1,1140,3750,"1",0,0,4,7,1140,0,1925,0,"98103",47.6619,-122.343,1660,4000 +"1236900090","20140915T000000",400000,3,1,1060,12690,"1",0,0,3,7,1060,0,1969,0,"98033",47.6736,-122.167,1920,10200 +"0925069152","20150304T000000",890000,2,1.75,3050,50965,"2",0,0,3,10,3050,0,1991,0,"98053",47.6744,-122.05,3050,40107 +"9456200405","20150310T000000",205950,3,1,970,11963,"1",0,0,4,6,970,0,1970,0,"98198",47.3776,-122.315,1210,11963 +"2420069220","20141203T000000",209000,3,1,1320,3954,"1.5",0,0,3,6,1320,0,1912,2014,"98022",47.202,-121.994,1270,5184 +"6381501965","20140612T000000",430000,4,1.75,1890,6000,"1",0,0,4,6,1110,780,1947,0,"98125",47.7274,-122.305,1560,6356 +"9191201325","20150301T000000",534000,4,1.75,2040,2750,"1.5",0,0,4,6,1260,780,1926,0,"98105",47.6698,-122.3,1940,3750 +"9547202245","20140627T000000",735000,4,3,2370,3672,"1.5",0,0,5,7,1650,720,1916,0,"98115",47.678,-122.311,2140,4182 +"1924069115","20150224T000000",873000,3,2.25,2720,54450,"2",0,0,3,11,2720,0,1997,0,"98027",47.5473,-122.092,3170,60548 +"8121200970","20141118T000000",475000,4,2.25,1970,7532,"1",0,0,3,8,1390,580,1983,0,"98052",47.7219,-122.109,1970,8248 +"0323049176","20140530T000000",325000,3,1.75,2180,10230,"1",0,0,4,7,1090,1090,1961,0,"98118",47.5158,-122.281,2130,7200 +"0826079047","20140814T000000",500000,3,2.25,2990,216057,"2",0,0,3,9,2990,0,1994,0,"98019",47.754,-121.942,2840,215622 +"8078550610","20150120T000000",279000,4,2.75,2180,8475,"1",0,0,4,7,1330,850,1987,0,"98031",47.4045,-122.174,1500,7140 +"3904930530","20150414T000000",350000,3,2,1440,5469,"1",0,0,3,8,1440,0,1988,0,"98029",47.5753,-122.017,1980,6198 +"7504020970","20150421T000000",660000,4,2.25,3180,13653,"2",0,0,3,9,3180,0,1978,0,"98074",47.6316,-122.05,2910,12350 +"8642600090","20150218T000000",324950,2,1.5,1643,14616,"1",0,1,4,7,1643,0,1954,0,"98198",47.3973,-122.312,2270,9940 +"2239000011","20150127T000000",500000,4,2,1530,7816,"1",0,0,3,7,1530,0,1955,0,"98133",47.7309,-122.332,1480,7816 +"9382200121","20140718T000000",187300,2,1,1310,7697,"1",0,0,3,6,850,460,1950,0,"98146",47.4982,-122.348,1270,6410 +"7942601475","20140520T000000",345600,5,3.5,2800,5120,"2.5",0,0,3,9,2800,0,1903,2005,"98122",47.6059,-122.31,1780,5120 +"7375300100","20141124T000000",400000,3,1.5,1510,7642,"1",0,0,3,7,1510,0,1959,0,"98008",47.5978,-122.116,2180,8357 +"7974200457","20150122T000000",935000,5,3,2700,5001,"2",0,0,3,10,2700,0,2009,0,"98115",47.6811,-122.288,1610,5191 +"0923059206","20140715T000000",374000,4,1.75,2220,15600,"1",0,0,5,7,1140,1080,1963,0,"98056",47.492,-122.166,1670,4800 +"0782700150","20140609T000000",328000,3,1.75,1440,45302,"2",0,0,3,7,1440,0,1977,0,"98019",47.7078,-121.915,2080,49658 +"2144800146","20140826T000000",257500,3,2,1300,9334,"1",0,0,5,7,1300,0,1981,0,"98178",47.4865,-122.238,2210,9636 +"1337800220","20140908T000000",1.003e+006,4,2.5,2230,3600,"2",0,0,5,8,1630,600,1906,0,"98112",47.6304,-122.309,2410,4800 +"3530410081","20140626T000000",216500,2,1.75,1390,4482,"1",0,0,4,8,1390,0,1980,0,"98198",47.3785,-122.32,1390,4680 +"1525059198","20140521T000000",1.185e+006,3,2.25,2760,40946,"2",0,0,5,10,2760,0,1978,0,"98005",47.6501,-122.164,3030,42253 +"8665000040","20140730T000000",360000,4,2.5,3200,7282,"2",0,0,3,9,3200,0,2007,0,"98188",47.4318,-122.286,3030,7290 +"5016001619","20150122T000000",699999,3,0.75,1240,4000,"1",0,0,4,7,1240,0,1968,0,"98112",47.6239,-122.297,1460,4000 +"0826069184","20141002T000000",535000,3,2.5,1960,47044,"2",0,0,4,8,1960,0,1978,0,"98077",47.7573,-122.07,2020,29004 +"0123039147","20150319T000000",464950,3,2,2190,19800,"1",0,0,3,7,2190,0,1994,0,"98146",47.5106,-122.365,1640,9719 +"8089510150","20141202T000000",925000,4,2.5,3540,18168,"2",0,0,3,10,3540,0,1996,0,"98006",47.5441,-122.131,4130,11180 +"8818400450","20140508T000000",930000,3,3.25,2640,4080,"2",0,0,3,9,1840,800,1912,2000,"98105",47.6636,-122.326,1990,4080 +"6324000115","20140922T000000",727500,3,2,2660,5000,"1.5",0,3,3,8,1940,720,1910,0,"98116",47.5829,-122.382,2270,5000 +"1133000694","20150312T000000",325000,4,1.75,1670,9500,"1",0,0,3,7,1670,0,1976,0,"98125",47.7254,-122.31,1620,9500 +"4441300325","20140905T000000",695000,3,3.25,3080,12100,"2",0,0,3,8,2080,1000,1984,0,"98117",47.695,-122.399,2100,6581 +"3288301010","20140625T000000",585000,4,2.75,2890,6825,"1",0,0,3,8,1560,1330,1973,0,"98034",47.734,-122.182,1900,10120 +"8125200481","20140926T000000",319000,3,2.25,1800,9597,"1",0,2,3,7,1200,600,1963,0,"98188",47.4516,-122.267,1700,13502 +"8857600540","20150106T000000",265000,6,2.5,2000,7650,"1.5",0,0,4,7,1790,210,1960,0,"98032",47.3841,-122.288,1710,7650 +"1901600090","20140626T000000",359000,5,1.75,1940,6654,"1.5",0,0,4,7,1940,0,1953,0,"98166",47.4663,-122.359,2300,9500 +"1901600090","20150426T000000",390000,5,1.75,1940,6654,"1.5",0,0,4,7,1940,0,1953,0,"98166",47.4663,-122.359,2300,9500 +"9144300120","20150128T000000",374500,3,1,960,9531,"1",0,0,5,7,960,0,1969,0,"98072",47.7619,-122.162,1670,9250 +"3401700031","20140822T000000",661000,2,1.5,1750,46173,"2",0,0,4,8,1750,0,1964,0,"98072",47.7397,-122.126,2220,42224 +"5332200375","20141203T000000",900000,3,2.5,2320,5000,"2",0,0,3,8,1620,700,1907,1993,"98112",47.6278,-122.292,2160,5000 +"8582400015","20150413T000000",600000,5,2.5,2380,8204,"1",0,0,3,8,1540,840,1957,0,"98115",47.7,-122.287,2270,8204 +"4131900042","20140516T000000",2e+006,5,4.25,6490,10862,"2",0,3,4,11,3940,2550,1991,0,"98040",47.5728,-122.205,3290,14080 +"3964400120","20150508T000000",512500,4,1.75,1620,4240,"1.5",0,0,5,7,1620,0,1916,0,"98144",47.5746,-122.311,1450,4240 +"2212600040","20140604T000000",229500,3,1.75,1770,33224,"1",0,0,4,8,1770,0,1968,0,"98092",47.3377,-122.194,1690,22069 +"8562750300","20140731T000000",589000,3,2.5,2320,5663,"2",0,0,3,8,2320,0,2003,0,"98027",47.539,-122.07,2500,4500 +"2705600067","20150323T000000",539950,3,2.5,1330,2183,"3",0,0,3,8,1330,0,2014,0,"98117",47.6987,-122.365,1310,5000 +"3023049143","20141020T000000",640000,4,2.5,3420,21344,"2",0,0,3,9,3420,0,2002,0,"98166",47.45,-122.334,2110,21344 +"8944300110","20150108T000000",218250,3,1,1270,7344,"1",0,0,3,7,970,300,1967,0,"98023",47.305,-122.371,1290,7300 +"7277100395","20150225T000000",675000,4,3.5,2550,3600,"2",0,2,3,8,1880,670,1997,0,"98177",47.7709,-122.39,2090,6000 +"9407001830","20140717T000000",338000,5,2,1860,9000,"2",0,0,3,7,1860,0,1980,0,"98045",47.4484,-121.772,1390,9752 +"4406000620","20150331T000000",231750,3,1,1020,7615,"1",0,0,3,7,1020,0,1981,0,"98058",47.4292,-122.152,1470,9515 +"2414600366","20141114T000000",199900,1,1,720,7140,"1",0,0,3,6,720,0,1930,0,"98146",47.5119,-122.339,1140,7577 +"0098000870","20141001T000000",1.059e+006,4,3.5,4460,16271,"2",0,2,3,11,4460,0,2001,0,"98075",47.5862,-121.97,4540,17122 +"9211500230","20141002T000000",263000,4,2.75,1830,7315,"1",0,0,5,7,1250,580,1979,0,"98023",47.2989,-122.38,1730,7208 +"3600600065","20140820T000000",279950,3,1.5,1520,7200,"1",0,0,4,7,1160,360,1990,0,"98198",47.3855,-122.302,1460,7200 +"7177300090","20140520T000000",395000,3,1.5,1080,2940,"1.5",0,0,4,7,1080,0,1920,0,"98115",47.6832,-122.304,1400,4930 +"6664900410","20140626T000000",252500,3,2,1900,8002,"1",0,0,3,7,1900,0,1991,0,"98023",47.2909,-122.352,1900,6086 +"1853000530","20150312T000000",1.15e+006,4,3.75,5300,37034,"2",0,0,3,11,5300,0,1989,0,"98077",47.7283,-122.076,3730,37034 +"3751604653","20140826T000000",205000,3,1,1370,10708,"1",0,0,3,7,1370,0,1969,0,"98001",47.2769,-122.264,1770,14482 +"8563001130","20140828T000000",654000,5,2.5,2960,8968,"1",0,0,4,8,1640,1320,1965,0,"98008",47.6233,-122.102,1890,9077 +"1324079029","20150317T000000",200000,3,1,960,213008,"1",0,0,2,6,960,0,1933,0,"98024",47.5621,-121.862,1520,57499 +"1236300214","20140722T000000",700000,3,2.5,2190,7982,"2",0,0,3,8,2190,0,2004,0,"98033",47.6869,-122.187,2090,8888 +"2525049086","20141003T000000",2.72e+006,4,3.25,3990,18115,"2",0,0,4,11,3990,0,1989,0,"98039",47.6177,-122.229,3450,16087 +"8822900115","20141209T000000",306000,2,1.75,1200,2622,"1",0,0,5,7,800,400,1956,0,"98125",47.7175,-122.292,1310,1926 +"3832080610","20150406T000000",270000,3,2.5,1780,5015,"2",0,0,3,7,1780,0,2010,0,"98042",47.3352,-122.052,2010,5250 +"1657300450","20141029T000000",340000,3,2.25,2630,9916,"2",0,0,4,9,2630,0,1988,0,"98092",47.3314,-122.202,2470,10810 +"1151100035","20140611T000000",450000,4,2.5,2300,19250,"1",0,0,4,7,2300,0,1955,0,"98045",47.4793,-121.776,1460,19250 +"3876311490","20140724T000000",580000,4,2.75,3210,6825,"1",0,0,5,7,1810,1400,1975,0,"98034",47.7338,-122.169,1840,8000 +"9297300590","20141103T000000",435000,4,1.75,2290,4400,"1",0,3,3,7,1290,1000,1959,0,"98126",47.5698,-122.375,1820,4000 +"3260350100","20140818T000000",690000,4,2.5,2780,4688,"2",0,0,3,9,2780,0,2003,0,"98059",47.5225,-122.156,3000,6029 +"3886902615","20140617T000000",720000,4,2.5,2650,11520,"2",0,0,3,8,2110,540,1988,0,"98033",47.683,-122.187,2000,7680 +"2193300620","20150217T000000",403000,3,2.25,1840,13020,"1",0,0,3,8,1390,450,1980,0,"98052",47.6923,-122.095,2210,13020 +"7016100120","20140612T000000",440000,3,2.75,1560,7392,"1",0,0,5,7,1030,530,1972,0,"98011",47.7382,-122.182,1870,7520 +"8857600220","20141023T000000",178500,3,1,1200,8470,"1",0,0,5,7,1200,0,1961,0,"98032",47.3864,-122.287,1200,7952 +"1645000580","20141002T000000",270000,4,2.5,1900,8282,"1",0,0,3,7,1900,0,1968,1997,"98022",47.2089,-122.003,1420,8350 +"4337600205","20141112T000000",129888,2,1,710,9900,"1",0,0,3,6,710,0,1943,0,"98166",47.479,-122.339,1070,9900 +"1545805730","20150218T000000",260000,3,1.75,1360,15210,"1",0,0,3,7,1360,0,1987,0,"98038",47.3657,-122.047,1610,7800 +"8650100120","20140829T000000",339950,5,2.5,2990,7292,"2",0,0,4,8,2990,0,1990,0,"98042",47.3604,-122.091,2150,8190 +"4047200820","20140822T000000",250000,3,1,1640,26127,"2",0,0,3,6,1640,0,1975,0,"98019",47.7656,-121.905,1620,25788 +"1822059156","20150114T000000",680000,3,3.5,3650,103672,"1",0,0,3,10,2050,1600,2011,0,"98031",47.4002,-122.217,2550,16140 +"8812401450","20141229T000000",660000,10,3,2920,3745,"2",0,0,4,7,1860,1060,1913,0,"98105",47.6635,-122.32,1810,3745 +"1854750090","20140716T000000",1.225e+006,3,3.5,3680,11491,"2",0,2,3,11,3680,0,1999,0,"98007",47.5647,-122.128,3710,10030 +"6071200455","20140523T000000",550000,3,2,1830,9152,"1",0,0,5,8,1830,0,1959,0,"98006",47.5531,-122.181,1770,9220 +"6790200110","20150102T000000",675000,5,2.75,2570,12906,"2",0,0,3,8,2570,0,1987,0,"98075",47.5814,-122.05,2580,12927 +"6710100131","20150410T000000",981000,3,3.25,2730,9588,"2",0,1,3,10,1900,830,1984,0,"98052",47.6339,-122.09,2730,12736 +"8856004415","20150325T000000",168000,3,1,1150,8000,"1.5",0,0,4,6,1150,0,1913,1957,"98001",47.2749,-122.252,1170,9600 +"3276940100","20140522T000000",1e+006,4,3,4260,18687,"2",0,0,3,11,4260,0,1996,0,"98075",47.5874,-121.982,3490,16772 +"9407100300","20150401T000000",320000,3,1,1260,9600,"1",0,0,3,7,1260,0,1970,1995,"98045",47.4444,-121.762,1530,9790 +"1224049095","20150204T000000",959000,6,3.25,4440,17424,"1",0,1,4,9,2220,2220,1959,0,"98040",47.5791,-122.23,2660,10768 +"7899800586","20150409T000000",372000,4,1,2300,7680,"1",0,0,3,7,1270,1030,1959,0,"98106",47.524,-122.359,1840,5120 +"2607730110","20140707T000000",391500,3,2.5,1920,9625,"2",0,0,3,8,1920,0,1993,0,"98045",47.4876,-121.8,1920,10343 +"1781500180","20150327T000000",390000,2,1,1080,4725,"1.5",0,0,3,7,1080,0,1944,0,"98126",47.5275,-122.381,1520,4961 +"2341800195","20141106T000000",302000,2,1,890,5000,"1",0,0,4,6,890,0,1947,0,"98118",47.5526,-122.287,1160,5000 +"0052000067","20141103T000000",495000,3,3.5,1650,1577,"2",0,0,3,7,1100,550,2012,0,"98109",47.6302,-122.344,1580,1280 +"1972202023","20140904T000000",504500,3,2.5,1820,1545,"3",0,2,3,8,1640,180,1998,0,"98103",47.6523,-122.346,1440,1290 +"2919700540","20150318T000000",555000,4,1.75,2320,4800,"1.5",0,0,3,7,2170,150,1918,0,"98117",47.6893,-122.365,1390,4800 +"6613000375","20150317T000000",1.55e+006,4,3.5,3260,5000,"2",0,0,5,9,2630,630,1937,0,"98105",47.6598,-122.273,2600,5000 +"2391600735","20140909T000000",550000,3,1.5,1730,5750,"1",0,0,3,7,1250,480,1947,0,"98116",47.5645,-122.397,1370,5750 +"1337300145","20140721T000000",1.8e+006,4,2.5,3320,8325,"2.5",0,0,5,10,3320,0,1905,0,"98112",47.6263,-122.314,3680,6050 +"9164100035","20150429T000000",655000,1,1,1660,5422,"1",0,0,4,7,830,830,1908,0,"98117",47.6821,-122.388,1100,5356 +"0821069025","20150213T000000",685000,3,2.5,3290,90796,"2",0,0,4,10,3290,0,1992,0,"98042",47.3154,-122.079,2700,55023 +"1566100555","20150501T000000",721000,4,2,2280,8339,"1",0,0,4,7,1220,1060,1954,0,"98115",47.6986,-122.297,1970,8340 +"2397100705","20140714T000000",1.51863e+006,4,4.25,3650,5328,"1.5",0,0,3,9,2330,1320,1907,2014,"98119",47.638,-122.362,1710,3600 +"0822069066","20150223T000000",365000,4,2.5,1620,219542,"2",0,0,3,7,1620,0,1980,0,"98038",47.4014,-122.069,2240,217800 +"3834000820","20140613T000000",458000,3,2,2020,8555,"1",0,0,4,7,1220,800,1957,0,"98125",47.7278,-122.287,1600,8148 +"1432700880","20150409T000000",280000,2,1,1150,12861,"1",0,0,3,6,1150,0,1959,0,"98058",47.4493,-122.171,1170,7574 +"3658700395","20150409T000000",628000,4,1.75,1940,3060,"1",0,0,4,7,1000,940,1911,0,"98115",47.6786,-122.317,1320,3060 +"1564000410","20150218T000000",781500,4,2.5,3440,6332,"2",0,0,3,10,3440,0,2001,0,"98059",47.5347,-122.155,3310,6528 +"0984100450","20140624T000000",295000,3,1.75,2000,7560,"1",0,0,4,7,1300,700,1968,0,"98058",47.4346,-122.171,1900,8301 +"4449800063","20150403T000000",435000,2,1,750,2786,"1",0,0,5,7,750,0,1947,0,"98117",47.6892,-122.393,1700,4653 +"7694600201","20150322T000000",300000,3,1.75,1420,7200,"1",0,0,3,7,1000,420,1979,0,"98146",47.5069,-122.367,1550,8640 +"0844001145","20150326T000000",208500,2,1,880,4814,"1",0,0,4,5,880,0,1906,0,"98010",47.3107,-121.999,1010,6160 +"8682281960","20140603T000000",930000,2,2.5,2680,11214,"1",0,0,3,9,2680,0,2006,0,"98053",47.7078,-122.019,2305,6908 +"1604600790","20150211T000000",316000,2,2,860,3000,"1",0,0,3,6,860,0,1906,0,"98118",47.5633,-122.288,1290,3500 +"1796380330","20140623T000000",249900,3,2,1310,6738,"1",0,0,4,7,1310,0,1990,0,"98042",47.3694,-122.083,1290,8067 +"3416600490","20140731T000000",675000,3,2.25,1780,4252,"2",0,0,4,8,1540,240,1989,0,"98144",47.6004,-122.292,2220,4000 +"3904901520","20141030T000000",447000,3,2.25,1440,4667,"2",0,0,3,7,1440,0,1985,0,"98029",47.5662,-122.017,1610,4756 +"1556200155","20150417T000000",675000,3,2,1510,3817,"1.5",0,0,3,8,1510,0,1905,1994,"98122",47.6088,-122.294,1510,3817 +"0567000401","20150421T000000",546000,4,2.5,2100,1397,"3",0,0,3,8,1580,520,2008,0,"98144",47.5928,-122.295,1490,1201 +"6450300673","20141231T000000",310000,3,2,1310,1361,"3",0,0,3,7,1310,0,2003,0,"98133",47.7337,-122.343,1370,1608 +"4440400155","20150106T000000",190000,3,1,1280,5100,"1",0,0,3,7,880,400,1961,0,"98178",47.5035,-122.259,1360,6120 +"2450000165","20140618T000000",650000,3,1.5,1320,8114,"1",0,0,3,8,1320,0,1951,0,"98004",47.5827,-122.195,2110,8114 +"9828701605","20141002T000000",585000,3,2.5,1740,2350,"2",0,0,3,8,1130,610,1995,0,"98112",47.6207,-122.297,1740,3201 +"0856000985","20141106T000000",1.4308e+006,4,2.5,2910,7364,"2",0,0,3,10,2910,0,2003,0,"98033",47.6906,-122.213,2480,8400 +"7504100360","20150112T000000",565000,4,2.5,2500,12090,"1",0,0,3,9,2500,0,1983,0,"98074",47.6346,-122.045,3380,12760 +"7883606725","20141111T000000",174900,3,1,1100,6000,"1.5",0,0,2,6,1100,0,1926,0,"98108",47.5279,-122.318,960,5880 +"2926049564","20140924T000000",360000,3,2.25,1381,1180,"3",0,0,3,8,1381,0,2007,0,"98125",47.711,-122.32,1381,1180 +"7418700040","20150429T000000",234000,3,1,960,9624,"1",0,0,3,7,960,0,1953,0,"98155",47.7758,-122.301,1540,9624 +"3756900027","20141125T000000",575000,8,3,3840,15990,"1",0,0,3,7,2530,1310,1961,0,"98034",47.7111,-122.211,1380,8172 +"7237300610","20150303T000000",315000,3,2.5,2200,5954,"2",0,0,3,7,2200,0,2004,0,"98042",47.3709,-122.125,2200,5046 +"1312900180","20150325T000000",225000,3,1,1250,7820,"1",0,0,3,7,1250,0,1967,0,"98001",47.3397,-122.291,1300,7920 +"3824100211","20140626T000000",370000,3,1.5,2380,14500,"1",0,0,4,7,1850,530,1961,0,"98028",47.7714,-122.256,1830,13600 +"0455000395","20140523T000000",606000,3,1,1500,3920,"1",0,0,3,7,1000,500,1947,0,"98107",47.6718,-122.359,1640,4017 +"2472950120","20140603T000000",272500,3,2,1410,7622,"1",0,0,4,7,1410,0,1983,0,"98058",47.4273,-122.147,1830,8330 +"7977201709","20150323T000000",475000,3,1.75,1680,3420,"1",0,0,3,7,960,720,1992,0,"98115",47.6855,-122.291,1680,4080 +"5095400040","20140605T000000",270000,3,1,1500,13500,"1",0,0,4,7,1500,0,1968,0,"98059",47.4666,-122.072,1350,13680 +"2324039152","20140818T000000",624000,4,1.75,2710,9216,"1",0,0,3,8,1440,1270,1961,0,"98126",47.5523,-122.379,1960,6350 +"1442300035","20140702T000000",355000,3,1.75,1730,7416,"1.5",0,0,3,7,1730,0,1954,0,"98133",47.76,-122.349,1390,6490 +"6145601725","20141104T000000",345000,3,1,960,3844,"1",0,0,3,7,960,0,1972,0,"98133",47.7027,-122.346,1020,3844 +"7137950210","20141120T000000",342000,4,2.5,2380,7792,"2",0,0,3,8,2380,0,1993,0,"98092",47.3273,-122.173,2260,7378 +"2720069019","20141103T000000",316000,3,1.75,1120,98445,"1.5",0,2,4,7,1120,0,1917,0,"98022",47.1853,-122.017,1620,34200 +"1560920040","20140731T000000",539950,4,2.5,2960,37430,"2",0,0,3,9,2960,0,1990,0,"98038",47.3988,-122.023,2800,36384 +"7812801785","20150218T000000",221347,3,2,1580,6655,"1",0,0,3,6,790,790,1944,0,"98178",47.4927,-122.248,1090,6655 +"8860500300","20140718T000000",330000,3,2.5,1870,4657,"2",0,0,3,8,1870,0,2000,0,"98055",47.4615,-122.214,2290,4795 +"6142100090","20140718T000000",279000,4,2.5,1810,13000,"1",0,0,4,8,1470,340,1977,0,"98022",47.2202,-121.993,1850,13000 +"4083302225","20141014T000000",850000,4,3,2550,3784,"1.5",0,0,4,8,1750,800,1900,0,"98103",47.6559,-122.338,2100,4560 +"2591700037","20150212T000000",746000,3,1.75,1910,12321,"1",0,0,4,7,1100,810,1952,0,"98004",47.5995,-122.198,1910,11761 +"5458300580","20141001T000000",478000,2,2,1200,1867,"1",0,0,3,7,600,600,1924,1998,"98109",47.627,-122.345,1790,2221 +"3362400650","20150116T000000",820000,4,2.75,2420,4635,"1.5",0,0,5,7,2420,0,1905,0,"98103",47.682,-122.347,1590,3150 +"5553300375","20140820T000000",2.16e+006,3,3.5,3080,6495,"2",0,3,3,11,2530,550,1996,2006,"98199",47.6321,-122.393,4120,8620 +"2024059111","20141023T000000",820000,3,3,3850,38830,"2",0,1,3,10,3850,0,2000,0,"98006",47.5535,-122.191,2970,14050 +"6649900090","20150418T000000",887000,3,2,3000,22040,"2",0,2,4,8,2470,530,1942,0,"98177",47.7745,-122.368,2600,7947 +"3356403400","20140724T000000",159000,3,1,1360,20000,"1",0,0,4,7,1360,0,1953,0,"98001",47.2861,-122.253,1530,9997 +"2771604190","20140617T000000",824000,7,4.25,3670,4000,"2",0,1,3,8,2800,870,1964,0,"98199",47.6375,-122.388,2010,4000 +"6638900265","20140925T000000",812000,4,2.5,2270,5000,"2",0,0,3,9,2270,0,2014,0,"98117",47.6916,-122.37,1210,5000 +"8731960540","20141215T000000",242000,4,2.5,1750,11400,"2",0,0,4,7,1750,0,1975,0,"98023",47.3149,-122.386,1890,9024 +"7853301400","20140520T000000",625000,4,2.5,3550,8048,"2",0,0,3,9,3550,0,2007,0,"98065",47.5422,-121.888,3920,7871 +"0123039176","20141212T000000",399888,4,1,2370,30200,"1.5",0,0,4,7,1570,800,1948,0,"98146",47.5108,-122.366,1640,9719 +"4178500150","20140922T000000",289000,3,2.25,1670,6600,"2",0,0,4,7,1670,0,1990,0,"98042",47.3604,-122.089,1670,6801 +"7702600930","20140804T000000",400000,3,2,1860,12944,"1",0,0,3,9,1860,0,2002,0,"98058",47.4298,-122.102,2500,29279 +"3892500150","20140521T000000",1.55e+006,3,2.5,4460,26027,"2",0,0,3,12,4460,0,1992,0,"98033",47.6573,-122.173,3770,26027 +"6021500970","20140528T000000",345000,2,1,1080,4000,"1",0,0,3,7,1080,0,1940,0,"98117",47.6902,-122.387,1530,4240 +"6021500970","20150407T000000",874950,2,1,1080,4000,"1",0,0,3,7,1080,0,1940,0,"98117",47.6902,-122.387,1530,4240 +"9136100056","20140528T000000",875000,3,2.75,2280,4280,"1",0,0,5,7,1280,1000,1917,0,"98103",47.6685,-122.335,1650,4280 +"0205000120","20150310T000000",628990,4,2.5,2540,32647,"2",0,0,3,9,2540,0,1996,0,"98053",47.6324,-121.988,2740,32647 +"3019300090","20140723T000000",535000,2,3.5,2560,5000,"1",0,0,4,6,1280,1280,1944,0,"98107",47.6681,-122.368,1390,4000 +"5492200090","20141007T000000",770126,4,2.75,2390,9300,"1",0,0,3,8,1430,960,1979,0,"98004",47.6035,-122.206,1910,9348 +"1777600900","20140710T000000",710000,4,2.5,2870,8995,"1",0,0,5,8,1870,1000,1968,0,"98006",47.5678,-122.128,2670,9672 +"9297301050","20140618T000000",465000,3,1.75,1510,4800,"1",0,2,3,7,860,650,1925,2011,"98126",47.5667,-122.372,1510,4800 +"5745600040","20140814T000000",359000,3,1.75,2200,11520,"1",0,0,4,7,2200,0,1952,0,"98133",47.7659,-122.341,1690,8038 +"2114700090","20150301T000000",151000,2,0.75,720,5040,"1",0,0,3,4,720,0,1949,0,"98106",47.5323,-122.347,1290,4120 +"2597530650","20140815T000000",820000,3,2.5,2970,9600,"2",0,0,3,9,2970,0,1994,0,"98006",47.5422,-122.132,2970,9707 +"1099600620","20150326T000000",160000,3,1.5,960,6497,"1",0,0,4,7,960,0,1970,0,"98023",47.3018,-122.378,1160,7080 +"3693901720","20140701T000000",535000,4,1.75,1420,5000,"1.5",0,0,4,7,1420,0,1945,0,"98117",47.6771,-122.397,1490,5000 +"7417100123","20150423T000000",365000,3,2.25,1800,9010,"1",0,0,3,7,1300,500,1975,0,"98155",47.7722,-122.312,1950,10240 +"8691410730","20150220T000000",708000,4,2.5,3090,5600,"2",0,0,3,9,3090,0,2005,0,"98075",47.597,-121.979,3080,5788 +"3832300090","20140709T000000",215000,3,1,1200,7280,"1",0,0,4,7,1200,0,1967,0,"98032",47.3724,-122.277,1200,8400 +"2525049113","20140725T000000",1.95e+006,4,3.5,4065,18713,"2",0,0,4,10,4065,0,1987,0,"98039",47.6209,-122.237,3070,18713 +"1523059103","20140926T000000",390000,4,2.5,2570,22215,"2",0,0,5,7,2570,0,1958,0,"98059",47.4833,-122.157,2460,6533 +"3187600100","20140513T000000",570000,3,2,1530,5401,"1",0,0,4,7,1530,0,1937,0,"98115",47.686,-122.304,1640,5467 +"1628700107","20140625T000000",383000,3,1.75,1500,13430,"1",0,0,3,7,1500,0,1977,0,"98072",47.7527,-122.082,1500,13430 +"1152700120","20150409T000000",370000,4,3,2490,5706,"2",0,0,3,9,2490,0,2005,0,"98042",47.3509,-122.165,2650,5880 +"0808300180","20150211T000000",454000,4,2.5,3040,12522,"2",0,0,3,7,3040,0,2000,0,"98019",47.7247,-121.959,2490,9742 +"3585300194","20150324T000000",1.4e+006,5,3.25,4140,32700,"1",0,4,3,10,2190,1950,1973,0,"98177",47.7633,-122.369,3220,22077 +"3342700610","20140728T000000",371000,4,1.75,1690,10854,"1",0,0,3,7,1690,0,1977,0,"98056",47.5241,-122.199,2390,7000 +"7376300085","20150505T000000",530000,3,1.75,1430,10350,"1",0,0,3,7,1430,0,1959,0,"98008",47.6353,-122.123,1890,10350 +"6204000040","20140610T000000",608000,4,2.75,2490,9714,"1",0,0,4,8,1400,1090,1983,0,"98011",47.7496,-122.201,2060,15300 +"3992700475","20141111T000000",450000,3,1.75,1350,7200,"1",0,0,5,7,1350,0,1954,0,"98125",47.713,-122.284,1100,7200 +"9510920120","20140730T000000",780000,4,2.5,3140,14421,"2",0,0,3,10,3140,0,1994,0,"98075",47.5943,-122.018,3140,17417 +"9485920120","20140829T000000",290000,4,2.5,2340,52272,"2",0,0,2,8,2340,0,1978,0,"98042",47.3468,-122.091,2480,40500 +"1685200110","20140916T000000",225000,3,1.75,1610,14182,"1",0,0,4,7,1100,510,1978,0,"98092",47.3174,-122.18,1510,8400 +"7574910650","20140911T000000",805000,4,2.5,3320,38032,"2",0,0,4,10,3320,0,1991,0,"98077",47.7478,-122.036,3270,37804 +"4178600040","20150407T000000",660000,3,2.5,2390,15669,"2",0,0,3,9,2390,0,1991,0,"98011",47.7446,-122.193,2640,12500 +"3793700210","20140613T000000",299000,3,1.75,1180,13927,"1",0,0,5,7,1180,0,1962,0,"98059",47.4818,-122.094,1400,13173 +"1972200325","20140919T000000",530000,2,2.25,1260,1312,"3",0,0,3,8,1260,0,2007,0,"98103",47.6538,-122.356,1300,1312 +"7010701383","20141017T000000",680000,3,2.5,1800,4400,"1",0,0,5,7,1350,450,1970,0,"98199",47.6599,-122.396,1920,4400 +"3353401340","20150216T000000",199900,4,1.75,1790,12000,"1",0,0,5,6,1790,0,1944,0,"98001",47.2664,-122.256,1550,9840 +"3352401037","20150108T000000",224000,3,1.75,1760,6300,"1",0,0,3,7,1060,700,1963,0,"98178",47.5003,-122.26,1340,7300 +"8802400906","20140829T000000",244000,3,1.75,1540,8885,"1",0,0,4,7,1440,100,1980,0,"98031",47.4031,-122.201,1540,12734 +"4443800940","20150408T000000",485000,4,1.75,1260,3880,"1",0,0,5,7,860,400,1918,0,"98117",47.687,-122.391,1000,3880 +"2215450100","20150112T000000",330000,4,2.5,2240,7589,"2",0,0,3,8,2240,0,1994,0,"98030",47.3824,-122.207,2250,7300 +"8900000100","20141231T000000",509000,4,2,1630,1724,"1.5",0,0,3,6,1030,600,1915,1970,"98119",47.6472,-122.362,1780,3810 +"8079010220","20141117T000000",440000,4,2.5,2350,7203,"2",0,0,3,8,2350,0,1989,0,"98059",47.5123,-122.151,2260,7274 +"8078050120","20141210T000000",244000,3,2,1350,8587,"1",0,0,3,7,1350,0,1998,0,"98022",47.2073,-122.012,1350,8587 +"1773101215","20140717T000000",399700,4,1.75,1320,4800,"1",0,0,4,7,870,450,1930,0,"98106",47.5534,-122.365,940,4800 +"2768100205","20140625T000000",519000,4,2.5,1950,2617,"1.5",0,0,4,7,1250,700,1910,0,"98107",47.6696,-122.372,1520,1438 +"5537200043","20140508T000000",211000,4,1,2100,9200,"1",0,0,3,7,1050,1050,1959,0,"98168",47.476,-122.292,1540,10033 +"0868000905","20140708T000000",950000,3,2.5,3480,7800,"1",0,0,4,7,1750,1730,1941,1998,"98177",47.7047,-122.378,3010,9918 +"8635760490","20140902T000000",410000,3,2.5,1830,2839,"2",0,0,3,8,1830,0,1999,0,"98074",47.6022,-122.021,1830,3011 +"3052700245","20150325T000000",750000,4,2,2640,5000,"2",0,0,3,7,2040,600,1949,0,"98117",47.678,-122.375,1330,5000 +"9320901250","20140910T000000",133400,3,1,900,2550,"1",0,0,4,6,900,0,1978,0,"98023",47.3036,-122.363,1120,2550 +"2420069042","20150424T000000",240000,3,2,1553,6550,"1",0,0,3,7,1553,0,1900,2001,"98022",47.2056,-121.994,1010,10546 +"6870300090","20140604T000000",539000,3,2.5,1710,2300,"2",0,0,3,8,1570,140,2005,0,"98052",47.6743,-122.142,2120,2856 +"1223089066","20140814T000000",688000,4,3,3400,292723,"2",0,0,3,10,3400,0,1998,0,"98045",47.4883,-121.725,1760,69696 +"7974200937","20140513T000000",465000,3,1.5,1270,5112,"1",0,0,3,7,1270,0,1950,0,"98115",47.676,-122.288,1580,5080 +"2998300146","20140617T000000",936000,3,1.75,2960,12420,"1",0,2,4,8,1480,1480,1952,0,"98116",47.5739,-122.406,2700,9106 +"7202290650","20141230T000000",620000,4,2.5,3040,9606,"2",0,0,3,7,3040,0,2003,0,"98053",47.6884,-122.044,1690,3849 +"1326039061","20141020T000000",429950,3,1.75,1430,9750,"1",0,0,5,7,1430,0,1962,0,"98133",47.7441,-122.357,1630,9282 +"4142450330","20140707T000000",296475,3,2.5,1520,4170,"2",0,0,3,7,1520,0,2004,0,"98038",47.3842,-122.04,1560,4237 +"6139100076","20150427T000000",330000,4,2,1820,9450,"1",0,0,3,7,1100,720,1962,0,"98155",47.7607,-122.329,1540,9450 +"8126300360","20140730T000000",445000,3,2.25,1800,11200,"1",0,0,3,8,1270,530,1979,0,"98052",47.7072,-122.164,1940,11250 +"1231000645","20140801T000000",846000,4,3.25,2720,4000,"2",0,1,3,10,2070,650,2014,0,"98118",47.5554,-122.267,1450,4000 +"8149600265","20150514T000000",725000,4,1.75,1980,5850,"1",0,1,4,8,1380,600,1960,0,"98116",47.5607,-122.391,1810,5850 +"9264950410","20150504T000000",369000,4,2.5,2550,7349,"2",0,0,3,9,2550,0,1989,0,"98023",47.3059,-122.349,2400,8508 +"9541800065","20140609T000000",625000,3,1.75,2210,16200,"1",0,0,3,8,1390,820,1958,0,"98005",47.5924,-122.175,2050,16200 +"7202330790","20140618T000000",535000,3,2,2120,4080,"2",0,0,3,7,2120,0,2003,0,"98053",47.682,-122.037,2280,4080 +"7335400065","20141218T000000",229950,4,1.5,1570,6717,"1",0,0,5,6,1570,0,1911,0,"98002",47.307,-122.217,1140,6716 +"1313500090","20150423T000000",229999,3,1.75,1310,6960,"1",0,0,4,7,1310,0,1974,0,"98092",47.2761,-122.153,1580,7200 +"1797500600","20140825T000000",850000,5,3.5,3150,4120,"2",0,0,3,8,2460,690,1911,2007,"98115",47.6754,-122.315,2080,4160 +"5561301220","20140610T000000",589900,4,4.5,3870,35889,"2",0,0,3,10,2530,1340,2001,0,"98027",47.4677,-122.01,3020,35366 +"5700002165","20141030T000000",513000,2,1,1840,4322,"1",0,0,4,7,1160,680,1914,0,"98144",47.5764,-122.289,1750,4322 +"9202650040","20140926T000000",401000,3,1,1120,8321,"1",0,0,4,6,1120,0,1941,1987,"98027",47.5631,-122.091,1980,8671 +"7211401975","20140905T000000",260000,3,2.5,1440,2500,"2",0,0,3,7,1440,0,2006,0,"98146",47.511,-122.359,1440,5000 +"0126039394","20150508T000000",525000,4,2.75,2300,26650,"1",0,0,4,8,2300,0,1950,0,"98177",47.7771,-122.362,2000,9879 +"3204800150","20150320T000000",470000,3,3.5,2070,11658,"1",0,0,4,8,1370,700,1977,0,"98056",47.537,-122.178,1930,8744 +"7686204750","20150121T000000",205000,4,1.5,1420,8063,"1",0,0,3,7,940,480,1962,0,"98198",47.4174,-122.316,1330,7515 +"7524950900","20150210T000000",620000,3,2.25,2010,7495,"1",0,0,4,8,1570,440,1979,0,"98027",47.5613,-122.083,2050,8402 +"7211400850","20140811T000000",229000,3,1.5,1200,5000,"1",0,0,3,6,1200,0,1979,0,"98146",47.5122,-122.357,1440,2500 +"8024202520","20140509T000000",445000,2,2,1150,6634,"1",0,0,3,7,860,290,1940,0,"98115",47.7001,-122.309,1680,6892 +"7340600068","20140514T000000",215000,2,1,1240,7200,"1",0,0,3,7,1240,0,1967,0,"98168",47.4971,-122.282,1130,9200 +"8682260850","20140729T000000",504975,2,2.5,1900,4871,"2",0,0,3,8,1900,0,2005,0,"98053",47.7132,-122.034,1640,4780 +"6804600720","20140801T000000",495000,4,2.25,2350,10072,"2",0,0,3,8,2350,0,1980,0,"98011",47.7628,-122.168,2210,9687 +"1865820300","20150311T000000",205000,3,1,1120,8342,"1",0,0,4,7,1120,0,1976,0,"98042",47.3732,-122.116,1190,6660 +"3163600076","20140730T000000",152275,1,1,1020,6871,"1",0,0,3,6,1020,0,1937,1946,"98146",47.5051,-122.338,1260,6933 +"5418500650","20150325T000000",586000,4,2.25,1930,8338,"1",0,0,3,8,1930,0,1968,0,"98125",47.7026,-122.285,2280,7616 +"8682220230","20141017T000000",779950,2,2.5,2680,7625,"1",0,0,3,9,2680,0,2002,0,"98053",47.7094,-122.024,2310,7395 +"3578401210","20141218T000000",557000,4,1.75,2660,11315,"2",0,0,4,8,2660,0,1983,0,"98074",47.6204,-122.044,1980,11315 +"9122001225","20141029T000000",610000,4,2.25,2200,7200,"1",0,2,4,8,1220,980,1958,0,"98144",47.5818,-122.296,1940,6000 +"5667100025","20140708T000000",405000,3,1.5,1010,7683,"1.5",0,0,5,7,1010,0,1953,0,"98125",47.72,-122.318,1550,7271 +"5089700750","20140509T000000",320000,4,2.25,2310,7490,"2",0,0,3,8,2310,0,1980,0,"98055",47.4379,-122.192,2310,8480 +"3331500650","20140919T000000",356000,3,1,920,3863,"1",0,0,3,6,920,0,1970,0,"98118",47.5524,-122.27,1080,5150 +"9528102865","20150226T000000",794500,5,3,3030,4120,"1.5",0,0,4,7,1930,1100,1913,0,"98115",47.6771,-122.319,1280,3090 +"6928000590","20140508T000000",349000,3,1.75,1590,9620,"1",0,0,3,7,1590,0,1988,0,"98059",47.4815,-122.152,2980,9398 +"1423069162","20140604T000000",549000,4,2.25,2740,88426,"2",0,0,3,7,2740,0,1991,0,"98027",47.4734,-122.006,2740,62726 +"7877400245","20140718T000000",193000,3,1,960,10761,"1",0,0,4,6,960,0,1962,0,"98002",47.2819,-122.224,960,10761 +"7430500301","20141016T000000",700000,3,1.5,2240,7227,"2",0,1,3,9,1440,800,1977,0,"98008",47.6208,-122.093,3150,16150 +"7852010900","20150324T000000",523000,3,2.5,2400,6182,"2",0,0,3,8,2400,0,1998,0,"98065",47.5363,-121.87,2420,5829 +"4022900652","20141118T000000",565000,5,3.25,2860,20790,"1",0,0,4,7,1800,1060,1965,0,"98155",47.7757,-122.295,1920,9612 +"7852030790","20150505T000000",500000,4,2.5,2960,5027,"2",0,0,3,7,2960,0,2000,0,"98065",47.5328,-121.881,2760,5500 +"3528900330","20140707T000000",1.45e+006,4,3.25,3770,4103,"2",0,0,5,9,2710,1060,1925,0,"98109",47.641,-122.349,2560,4160 +"2623069106","20150219T000000",710000,6,3.5,3830,68825,"2",0,0,3,9,3830,0,1995,0,"98027",47.4574,-122.003,2410,68825 +"0088000173","20141015T000000",333000,4,2,2750,9001,"1",0,0,3,8,2750,0,2008,0,"98055",47.457,-122.189,1340,11050 +"3179102305","20140717T000000",580000,3,1.75,2100,6874,"1",0,0,3,7,1300,800,1943,0,"98115",47.6724,-122.279,2220,5912 +"5379803386","20140801T000000",289950,4,1.75,1500,8400,"1",0,0,3,7,1200,300,1956,0,"98188",47.4531,-122.273,1780,9913 +"8127700845","20150219T000000",375000,2,1,710,4618,"1",0,1,3,5,710,0,1925,0,"98199",47.64,-122.394,1810,4988 +"8562901010","20140926T000000",505000,2,3,2770,10800,"1.5",0,0,5,8,1910,860,1984,0,"98074",47.6082,-122.057,2140,10800 +"4058200915","20140721T000000",324950,3,1.75,2050,6720,"1",0,2,3,7,1050,1000,1939,0,"98178",47.5058,-122.235,2380,7260 +"8861700110","20140714T000000",490000,4,2.25,1960,10275,"2",0,0,3,7,1960,0,1965,0,"98052",47.6887,-122.124,1560,10275 +"6822100155","20140512T000000",630000,4,2,1770,6000,"2",0,0,5,7,1770,0,1911,1981,"98199",47.6493,-122.401,1340,6000 +"3345700215","20140620T000000",595000,3,2.75,3290,22649,"2",0,0,4,8,3290,0,1993,0,"98056",47.5241,-122.193,2750,6119 +"0582000644","20150501T000000",872500,4,2,1990,6000,"1",0,0,3,9,1260,730,1956,2015,"98199",47.6515,-122.397,1770,6000 +"6126601380","20150222T000000",490000,2,1,1760,5250,"1",0,2,4,7,1000,760,1951,0,"98126",47.5577,-122.379,1760,5400 +"3303850330","20141216T000000",1.9e+006,4,3.25,5080,27755,"2",0,0,3,11,5080,0,2001,0,"98006",47.5423,-122.111,4730,22326 +"3343902281","20150505T000000",310000,2,1,1020,8102,"1",0,0,3,7,1020,0,1956,0,"98056",47.5135,-122.193,1770,7291 +"2023059052","20150504T000000",450000,3,1,1350,92721,"1",0,0,2,6,1200,150,1946,0,"98055",47.4657,-122.198,1860,8096 +"7504001430","20141023T000000",539000,3,1.5,1740,12000,"2",0,0,3,9,1740,0,1974,0,"98074",47.6276,-122.053,2580,12224 +"9290850330","20140707T000000",888550,3,2.5,3540,38322,"2",0,0,3,10,3540,0,1989,0,"98053",47.6892,-122.048,3540,35926 +"7955080300","20140714T000000",269950,3,2.5,1520,8720,"1",0,0,3,7,1080,440,1981,0,"98058",47.4267,-122.157,1720,7551 +"3980300371","20140926T000000",142000,0,0,290,20875,"1",0,0,1,1,290,0,1963,0,"98024",47.5308,-121.888,1620,22850 +"3755100220","20140819T000000",300000,3,1.75,1310,9761,"1",0,0,3,7,1310,0,1967,0,"98034",47.721,-122.228,1490,9600 +"3425059076","20140922T000000",780000,2,3.25,3000,24004,"1",0,0,3,10,2410,590,1952,0,"98005",47.611,-122.157,4270,24506 +"8728550150","20140715T000000",545000,3,2.5,2660,20369,"2",0,0,3,8,2660,0,1992,0,"98027",47.5234,-122.055,2720,12927 +"2108500110","20150415T000000",278000,3,2.25,2120,9804,"2",0,0,3,7,2120,0,1994,0,"98042",47.3596,-122.16,2120,7200 +"7941130110","20141201T000000",342000,3,2.25,1200,2845,"2",0,0,3,7,1200,0,1986,0,"98034",47.7151,-122.203,1220,2140 +"1545807180","20150506T000000",190000,4,1.75,1900,9861,"1",0,0,4,7,1900,0,1967,0,"98038",47.3615,-122.057,1720,7967 +"1972200382","20141121T000000",387000,2,1.5,1010,948,"3",0,0,3,8,1010,0,1999,0,"98103",47.6529,-122.355,1330,1318 +"2473420100","20150304T000000",279950,3,2.25,1850,7480,"2",0,0,3,7,1850,0,1978,0,"98058",47.452,-122.159,1870,7480 +"0722059020","20150318T000000",550000,6,4.5,4520,40164,"2",0,0,3,9,3580,940,1953,2008,"98031",47.407,-122.216,2870,13068 +"1626079154","20140520T000000",439000,3,2,2010,251341,"2",0,0,3,8,1510,500,2003,0,"98019",47.7416,-121.91,1780,108900 +"1152000040","20141010T000000",774888,3,2.25,2420,23507,"1",0,0,4,8,2420,0,1969,0,"98027",47.5107,-122.027,2540,22257 +"5152960330","20140610T000000",480000,5,2.5,2732,9500,"1",0,2,4,8,1870,862,1975,0,"98003",47.3436,-122.323,2720,10000 +"6431000206","20140508T000000",835000,4,2,1910,6960,"1.5",0,0,5,8,1910,0,1941,0,"98103",47.6893,-122.348,1360,3300 +"2397101185","20150303T000000",1.5e+006,5,3.5,3520,5400,"2",0,0,3,9,2400,1120,2008,0,"98119",47.6364,-122.363,1360,3600 +"2922700865","20150326T000000",771000,4,2,2220,3760,"1.5",0,0,4,7,1370,850,1929,0,"98117",47.6876,-122.368,1620,3760 +"3271800870","20140807T000000",1.225e+006,4,2.25,2020,5800,"1",0,3,4,9,1760,260,1941,0,"98199",47.6471,-122.412,3100,5800 +"1562200090","20141017T000000",600000,4,2.5,2090,7290,"1",0,0,5,8,1420,670,1966,0,"98007",47.624,-122.142,2110,8436 +"1431700210","20140702T000000",305000,3,1,1580,7424,"1",0,0,3,7,1010,570,1962,0,"98058",47.4607,-122.171,1710,7772 +"2566300100","20150327T000000",1.388e+006,5,1.75,2650,11340,"1",0,0,3,8,2650,0,1955,0,"98004",47.626,-122.213,2780,13204 +"5379806155","20140910T000000",216500,3,1,1020,11652,"1",0,0,4,6,1020,0,1971,0,"98188",47.4459,-122.278,1690,11652 +"0952006857","20150122T000000",370000,3,2.5,1070,1219,"2",0,0,3,7,720,350,2004,0,"98116",47.5618,-122.384,1070,1254 +"3792400110","20140630T000000",492650,4,1.75,2120,9786,"1",0,0,3,8,1640,480,1967,0,"98177",47.7753,-122.365,2310,8787 +"3755100540","20140725T000000",431200,5,1.75,1360,10609,"1",0,0,3,7,1060,300,1966,0,"98034",47.7203,-122.229,1490,9935 +"2122059014","20150409T000000",277500,4,2,1700,12048,"2",0,0,3,7,1700,0,1990,0,"98030",47.3748,-122.186,1960,7650 +"0110000040","20150317T000000",278000,5,1.5,1820,8712,"1",0,0,5,7,1090,730,1960,0,"98032",47.3712,-122.289,1820,8712 +"3876800580","20140902T000000",351000,4,1,1430,8400,"1",0,0,3,6,730,700,1969,0,"98072",47.7417,-122.172,1310,8240 +"3127200021","20140616T000000",850000,4,3.5,4140,7089,"2",0,0,3,10,3160,980,2003,0,"98034",47.7059,-122.2,2640,8896 +"2397101460","20140811T000000",885000,2,2,1313,3600,"1",0,0,3,8,1313,0,1904,2012,"98119",47.6369,-122.365,1080,3600 +"1720069146","20140715T000000",399950,3,2,1590,87120,"1",0,3,3,8,1590,0,1998,0,"98022",47.2241,-122.072,2780,183161 +"7878400043","20140805T000000",185000,3,1.75,1080,9262,"1",0,0,3,7,1080,0,1968,0,"98178",47.4883,-122.248,1090,9262 +"9282801030","20140925T000000",440000,5,3,2730,6000,"1",0,0,3,8,1470,1260,1979,0,"98178",47.4994,-122.234,2590,6000 +"6072800265","20140813T000000",2.395e+006,4,3.25,3800,19798,"2",0,0,3,10,3800,0,1969,2009,"98006",47.5684,-122.19,3940,18975 +"5267000180","20140821T000000",299000,3,2.25,2540,9961,"1",0,0,4,8,1320,1220,1969,0,"98031",47.41,-122.208,1870,10251 +"2722049077","20140828T000000",299500,3,1.75,1810,34500,"1",0,0,3,8,1230,580,1980,0,"98032",47.3707,-122.275,2090,9735 +"1115100278","20150317T000000",420000,3,1.5,1540,7506,"1",0,0,5,7,1540,0,1961,0,"98155",47.7565,-122.325,2180,7653 +"8075400530","20140627T000000",234000,4,1,1390,18000,"1",0,0,3,7,1390,0,1955,2013,"98032",47.3885,-122.284,1390,18000 +"1997200245","20140714T000000",540000,2,1.75,1460,4800,"1",0,0,5,7,850,610,1950,0,"98103",47.6928,-122.339,2050,5592 +"0926069009","20140609T000000",649950,4,2.5,2350,63162,"2",0,0,4,8,2350,0,1994,0,"98077",47.7545,-122.047,2370,63162 +"6381500110","20150108T000000",330000,3,1,1160,7912,"1",0,0,4,7,1160,0,1956,0,"98125",47.7336,-122.306,1190,7482 +"7203100850","20150427T000000",840000,4,3.25,3500,5960,"2",0,0,3,9,3500,0,2010,0,"98053",47.6944,-122.022,3390,6856 +"3529300330","20141107T000000",370000,3,2.5,1980,6922,"2",0,0,5,8,1980,0,1991,0,"98031",47.396,-122.184,2090,7697 +"3204800330","20140625T000000",410000,3,1.5,1250,7700,"1",0,0,5,7,1250,0,1968,0,"98056",47.5383,-122.178,1430,7700 +"6411600411","20141209T000000",257000,2,1,770,7200,"1",0,0,3,7,770,0,1951,0,"98125",47.7143,-122.325,1320,7139 +"8685500145","20141230T000000",350000,3,1,1920,6710,"1",0,0,3,7,1320,600,1959,0,"98118",47.5346,-122.286,1810,5600 +"7277100610","20140825T000000",380000,2,1,1120,7560,"1",0,1,3,6,1120,0,1947,0,"98177",47.77,-122.39,1120,7200 +"1775800750","20150310T000000",344000,3,1,1150,12402,"1",0,0,4,6,1150,0,1969,0,"98072",47.7422,-122.099,1400,13600 +"2856101105","20140527T000000",488000,3,2.5,1590,2550,"3",0,0,3,7,1590,0,1985,0,"98117",47.6772,-122.393,1260,5100 +"4443800705","20141008T000000",465000,3,1,910,3880,"1",0,0,3,7,780,130,1942,0,"98117",47.6862,-122.392,1220,3880 +"3878900464","20150504T000000",229500,2,1.75,1870,6625,"1",0,0,3,7,960,910,1948,0,"98178",47.5071,-122.249,1680,6000 +"8151600900","20141112T000000",445000,5,3,2420,11250,"2",0,0,3,8,2420,0,2013,0,"98146",47.5082,-122.362,1510,9950 +"1612500155","20150317T000000",246000,4,1.5,2120,7110,"1.5",0,0,3,6,2120,0,1919,0,"98030",47.3846,-122.227,1540,7110 +"4140500180","20140604T000000",545000,5,2.5,2730,17240,"1",0,0,5,7,1660,1070,1958,0,"98028",47.7646,-122.267,2250,13200 +"3342103174","20140813T000000",518000,4,2.5,2560,5672,"2",0,1,3,8,2560,0,2005,0,"98056",47.5222,-122.201,2190,6788 +"2078500210","20141031T000000",565000,4,2.5,2620,10016,"2",0,0,3,8,2620,0,1996,0,"98056",47.5295,-122.179,2620,10016 +"3955900910","20150410T000000",445000,4,2.5,2760,8558,"2",0,0,3,7,2760,0,2001,0,"98056",47.4802,-122.189,2760,7703 +"3472800068","20140717T000000",968000,5,2.5,2900,9799,"1",0,0,3,8,1450,1450,1959,0,"98004",47.6255,-122.208,2810,9687 +"8928100205","20150331T000000",725000,3,2,1820,6324,"1",0,0,5,7,910,910,1945,0,"98115",47.6823,-122.27,1850,6440 +"2473400110","20140826T000000",315500,3,1.75,1870,8400,"1",0,0,3,7,990,880,1977,0,"98058",47.454,-122.164,1750,8400 +"2558720120","20140505T000000",487585,4,1.75,2010,9211,"1",0,0,3,7,1470,540,1977,0,"98034",47.7206,-122.171,1840,8500 +"2023049361","20150323T000000",246500,2,1,940,6000,"1",0,0,2,7,940,0,1954,0,"98148",47.4631,-122.329,1890,8547 +"6821101285","20140814T000000",819000,3,1.75,1850,6000,"1.5",0,0,3,8,1650,200,1913,1999,"98199",47.6528,-122.401,1540,6000 +"2780910100","20141218T000000",349900,5,2.5,2530,4229,"2",0,0,3,7,2530,0,2004,0,"98038",47.3531,-122.021,2070,4879 +"9357000230","20140822T000000",267000,3,1,940,4700,"1",0,0,4,6,940,0,1942,0,"98146",47.5117,-122.378,1020,5700 +"3649100015","20150513T000000",480000,3,2.25,1820,15000,"1",0,0,3,7,1480,340,1978,0,"98028",47.7401,-122.249,1930,13600 +"1189000180","20140910T000000",525000,2,1,1510,3360,"1",0,0,3,7,880,630,1924,0,"98122",47.6135,-122.297,1330,3360 +"3905120610","20140625T000000",578000,4,2.5,2070,5415,"2",0,0,3,8,2070,0,1996,0,"98029",47.5706,-122.006,2120,5331 +"0993002177","20150506T000000",345000,3,2.5,1380,1547,"3",0,0,3,8,1380,0,2000,0,"98103",47.6908,-122.341,1380,1465 +"6384500535","20150326T000000",499000,3,1,1270,6250,"1",0,0,3,7,910,360,1955,0,"98116",47.5694,-122.397,2000,6250 +"7751800115","20140826T000000",425000,3,1.5,1390,9680,"1",0,0,4,7,1390,0,1956,0,"98008",47.634,-122.125,1460,10050 +"4137020820","20141027T000000",268000,4,3,1840,7510,"2",0,0,5,8,1840,0,1988,2013,"98092",47.2595,-122.218,1650,7957 +"9407000230","20141204T000000",240000,3,1,1600,12566,"1",0,0,4,7,1600,0,1971,0,"98045",47.4431,-121.765,1600,10650 +"3306200230","20150303T000000",147000,3,1.5,1480,9606,"1",0,0,4,7,1100,380,1964,0,"98023",47.2978,-122.363,1600,9619 +"3888100176","20150306T000000",500000,4,2,2120,7806,"1",0,0,4,6,1770,350,1949,0,"98033",47.6859,-122.166,1560,9920 +"7011201325","20141028T000000",1.01e+006,4,2.75,2940,5400,"1.5",0,2,5,8,1940,1000,1910,0,"98119",47.6366,-122.369,1970,2008 +"1424130220","20150309T000000",991500,4,3,3820,26895,"2",0,2,3,11,3820,0,1995,0,"98072",47.7253,-122.092,3820,24751 +"9165100375","20141118T000000",510000,5,2,2740,3838,"1",0,0,4,7,1370,1370,1959,0,"98117",47.6819,-122.393,1660,4040 +"1651500040","20140801T000000",1.98e+006,4,4,4360,12081,"2",0,0,3,10,4360,0,2007,0,"98004",47.6377,-122.219,2180,10800 +"8929000090","20140702T000000",484998,4,2.5,1540,1870,"2",0,0,3,8,1540,0,2014,0,"98029",47.5524,-121.999,1540,1619 +"3303850360","20140625T000000",1.28e+006,4,3.5,4660,17398,"2",0,2,3,11,4660,0,2003,0,"98006",47.5422,-122.112,5080,24913 +"2011000120","20140529T000000",210000,3,1.75,1590,7617,"2",0,0,3,7,1590,0,1986,0,"98198",47.3819,-122.312,1490,7450 +"6751100205","20140804T000000",450000,2,1,1180,10720,"1",0,0,4,7,1180,0,1955,0,"98007",47.5893,-122.135,1420,10750 +"5078400035","20150402T000000",875000,4,1.75,2360,8286,"1",0,0,3,7,1320,1040,1952,0,"98004",47.6226,-122.205,1680,7630 +"6073300530","20150428T000000",529950,4,2.75,1860,7500,"1",0,0,5,8,1220,640,1967,0,"98056",47.5398,-122.173,2020,8137 +"9818700645","20140723T000000",415000,3,1.75,1470,4000,"1",0,0,3,7,1070,400,1979,0,"98122",47.6067,-122.298,1280,3500 +"6181700625","20150220T000000",590000,4,2,2990,12970,"1.5",0,2,4,7,1960,1030,1948,0,"98028",47.7605,-122.258,2500,10680 +"8718500610","20140526T000000",379950,3,1.5,1690,9144,"1",0,0,4,7,1140,550,1956,0,"98028",47.739,-122.253,1840,10600 +"7950302150","20150410T000000",385000,1,1,660,3570,"1",0,0,3,6,660,0,1906,0,"98118",47.5659,-122.284,1520,4080 +"0923000115","20141029T000000",588000,3,1.75,2310,7620,"2",0,0,3,8,2310,0,1942,1988,"98177",47.7266,-122.363,2200,7672 +"1722800835","20140811T000000",252500,2,1,770,2191,"1",0,0,3,6,770,0,1937,0,"98108",47.5512,-122.323,940,5000 +"7436300180","20140519T000000",530000,3,3.5,2320,3174,"2",0,0,3,9,2060,260,1997,0,"98033",47.6897,-122.175,2320,3187 +"1630700276","20150105T000000",385000,2,1.5,1370,159865,"1",0,0,3,7,1370,0,1960,0,"98072",47.7592,-122.092,1370,16217 +"2558670110","20140829T000000",419000,3,2.25,1700,7650,"1",0,0,4,7,1340,360,1975,0,"98034",47.7214,-122.166,1980,7200 +"0402000110","20141017T000000",175000,2,1,960,5508,"1",0,0,3,6,770,190,1951,0,"98118",47.5307,-122.277,1280,5304 +"0442000175","20150331T000000",515000,2,1,1150,5664,"1",0,0,3,7,870,280,1948,0,"98115",47.6894,-122.284,1380,5664 +"8825900410","20150218T000000",945000,4,2.5,2910,4680,"1.5",0,0,5,9,1850,1060,1937,0,"98115",47.6745,-122.31,1960,4120 +"0984210120","20140620T000000",359900,5,2.25,2290,7420,"1",0,0,3,7,1290,1000,1973,0,"98058",47.4375,-122.166,1660,7526 +"8044050040","20140807T000000",419950,4,2.5,2260,5164,"2",0,0,3,8,2260,0,1996,0,"98056",47.509,-122.166,2260,5866 +"2771604370","20140926T000000",460000,3,1.75,1300,4000,"1",0,0,3,7,900,400,1953,0,"98199",47.6368,-122.388,1750,4000 +"5028602020","20150305T000000",255000,3,2.25,1850,7151,"2",0,0,3,7,1850,0,1989,0,"98023",47.2843,-122.352,1710,6827 +"0643300040","20141104T000000",481000,4,1.75,1920,9500,"1",0,0,4,7,1470,450,1966,0,"98006",47.5683,-122.177,1820,10091 +"0643300040","20150313T000000",719521,4,1.75,1920,9500,"1",0,0,4,7,1470,450,1966,0,"98006",47.5683,-122.177,1820,10091 +"0224059025","20140620T000000",1.08e+006,3,3,4910,43560,"2",0,0,4,10,4000,910,1989,0,"98007",47.5911,-122.131,3540,12288 +"3379200100","20140523T000000",334000,4,2.5,2210,6080,"1",0,2,4,8,1410,800,1965,0,"98178",47.4915,-122.228,2210,6175 +"6338000493","20140912T000000",675000,4,2.75,2280,3200,"1.5",0,0,5,8,1520,760,1931,0,"98105",47.6709,-122.282,1970,4687 +"0293000068","20140613T000000",556000,3,1.75,1640,7437,"1",0,0,3,7,1090,550,1948,0,"98126",47.5324,-122.38,1640,7436 +"6169901095","20140815T000000",900000,4,2,1980,7200,"2",0,3,3,8,1700,280,1910,0,"98119",47.6318,-122.369,2490,4200 +"4443800375","20141002T000000",400000,3,1,900,4084,"1.5",0,0,3,7,900,0,1910,0,"98117",47.684,-122.393,1280,4080 +"9376301800","20150324T000000",724950,4,1.75,1960,4340,"1",0,0,5,8,980,980,1912,0,"98117",47.6847,-122.37,1630,4360 +"6799300150","20140903T000000",321000,4,2.25,1800,4500,"2",0,0,4,8,1800,0,2004,0,"98031",47.394,-122.183,2010,5050 +"3271800910","20140701T000000",1.35692e+006,4,3.5,4270,5800,"2",0,3,5,10,3170,1100,1937,0,"98199",47.6474,-122.411,3100,5800 +"0042000245","20140613T000000",171000,4,2,1520,19672,"1",0,0,3,6,1020,500,1920,0,"98188",47.4683,-122.281,1810,7840 +"1625069101","20140707T000000",1.36e+006,4,3,5430,108900,"2",0,0,4,10,5430,0,1987,0,"98053",47.6582,-122.038,3170,107076 +"4046700110","20150224T000000",323000,3,1.75,1950,15037,"1",0,0,3,7,1950,0,1989,0,"98014",47.6892,-121.913,1760,15181 +"2423600100","20140502T000000",491500,4,1.75,2190,125452,"1",0,2,3,9,2190,0,1968,0,"98092",47.2703,-122.069,3000,125017 +"0621069154","20140721T000000",226000,4,1.5,1200,10890,"1",0,0,5,7,1200,0,1972,0,"98042",47.3423,-122.088,1250,10139 +"2436200025","20141009T000000",580000,6,1.75,2180,4000,"1.5",0,0,4,7,1380,800,1926,0,"98105",47.6643,-122.29,1720,4000 +"9808610410","20140822T000000",640000,4,2.5,2320,11259,"2",0,0,3,9,2320,0,1982,0,"98004",47.6443,-122.194,2820,11770 +"1370803640","20140820T000000",619790,3,1.75,1040,5097,"1",0,0,4,7,800,240,1944,0,"98199",47.6385,-122.401,1630,5097 +"3779300210","20140630T000000",383962,4,2.5,2700,6998,"2",0,0,3,8,2700,0,2001,0,"98188",47.4694,-122.263,2350,10550 +"0424049059","20140815T000000",373000,3,2,1400,2445,"1",0,0,3,7,840,560,2002,0,"98144",47.5926,-122.299,1400,3200 +"5422560850","20141210T000000",541338,3,2.5,2060,8123,"2",0,0,3,8,1010,1050,1977,0,"98052",47.6642,-122.13,1760,6170 +"0558100065","20141003T000000",254922,2,1,780,8160,"1",0,0,4,6,780,0,1953,0,"98133",47.7356,-122.34,1310,8160 +"4442800040","20140624T000000",575000,3,2.25,2400,5000,"1.5",0,0,4,7,1440,960,1926,0,"98117",47.6897,-122.393,1630,5000 +"4038600300","20140902T000000",650000,4,3,2900,15535,"1",0,2,4,7,1870,1030,1961,0,"98008",47.612,-122.119,2330,10217 +"5070000120","20140813T000000",269950,3,1.5,1740,9547,"1",0,0,4,7,1740,0,1962,0,"98055",47.4475,-122.213,1780,9936 +"0795002450","20150430T000000",270950,2,1,780,6250,"1",0,0,3,6,780,0,1942,0,"98168",47.5099,-122.33,1280,7100 +"3579000180","20141229T000000",495000,3,2.75,2430,14861,"1",0,0,3,9,1530,900,1988,0,"98028",47.7461,-122.247,2230,10300 +"6821102170","20140507T000000",794154,4,2,2210,8556,"1",0,1,4,8,1210,1000,1954,0,"98199",47.6498,-122.396,2190,7975 +"5151900110","20141219T000000",340768,3,1.5,1510,11200,"1",0,0,4,8,1510,0,1960,0,"98003",47.3347,-122.325,2110,12070 +"5101407790","20140801T000000",375000,2,1,900,5413,"1",0,0,3,7,900,0,1947,0,"98125",47.7047,-122.307,1280,6380 +"2538400040","20140524T000000",820000,4,2.5,3670,7000,"2",0,0,3,10,3670,0,2005,0,"98075",47.5854,-122.08,3680,7437 +"1025049266","20140930T000000",555000,2,2.25,1160,954,"2",0,0,3,8,960,200,2014,0,"98105",47.6647,-122.284,1160,1327 +"4340610040","20140612T000000",312500,2,1.5,1070,1200,"2",0,0,3,7,1070,0,1999,0,"98103",47.697,-122.347,1070,1200 +"3204300610","20141202T000000",450000,2,1,950,4560,"1.5",0,0,3,7,950,0,1925,0,"98112",47.6288,-122.3,2040,4560 +"6793300220","20150105T000000",739000,3,2.75,2950,6667,"2",0,0,3,9,2950,0,2003,0,"98029",47.5577,-122.026,3340,6667 +"1568100087","20150413T000000",320000,3,2,1420,1716,"2",0,0,3,7,1050,370,2003,0,"98155",47.7364,-122.295,1420,8150 +"4338800600","20140609T000000",235000,3,1,1590,13000,"1.5",0,0,3,6,1590,0,1944,0,"98166",47.4789,-122.346,1460,8400 +"7211400535","20150323T000000",275500,4,1,1290,5000,"1.5",0,0,3,7,1290,0,1957,0,"98146",47.5128,-122.358,1440,2500 +"8682261140","20140618T000000",564000,2,2,1690,4500,"1",0,0,3,8,1690,0,2004,0,"98053",47.7133,-122.031,1640,4500 +"4435000145","20150501T000000",263000,4,1.75,1340,8700,"1.5",0,0,3,6,1340,0,1958,0,"98188",47.4514,-122.287,1240,8700 +"0421059018","20141104T000000",257000,3,1.75,1397,18000,"1",0,0,3,7,1397,0,1965,2014,"98092",47.3388,-122.166,1950,31294 +"1321059013","20150319T000000",725000,4,2.5,3750,218506,"2",0,0,3,10,3750,0,1991,0,"98092",47.3045,-122.103,2540,39413 +"2143700406","20141211T000000",300000,3,2.25,2000,7560,"1",0,0,3,7,1400,600,1979,0,"98055",47.4798,-122.228,2040,6949 +"8961950410","20140707T000000",328000,3,2,2250,7904,"1.5",0,0,3,8,2250,0,1998,0,"98001",47.3165,-122.252,2460,8622 +"1788800770","20140728T000000",187500,3,1,840,8400,"1",0,0,3,6,840,0,1959,0,"98023",47.3281,-122.344,1030,8640 +"7518507685","20150223T000000",400000,3,1,1100,5100,"2",0,0,4,7,1100,0,1900,0,"98117",47.679,-122.386,1540,5100 +"2490200220","20150302T000000",515000,3,1.5,1660,5100,"1",0,0,4,7,1210,450,1954,0,"98136",47.5345,-122.383,1440,5100 +"0284000025","20150420T000000",1.41e+006,2,2,2180,18525,"1",1,4,5,9,1580,600,1952,0,"98146",47.5036,-122.387,2480,21503 +"0522059189","20150417T000000",235000,3,1,1460,8400,"1",0,0,3,7,1460,0,1958,0,"98055",47.4243,-122.198,1460,9600 +"7203150330","20140717T000000",669000,4,2.5,2470,4945,"2",0,0,3,8,2470,0,2012,0,"98053",47.6898,-122.015,2510,4988 +"3124089060","20150424T000000",282000,3,1,1250,13503,"1.5",0,0,4,6,1250,0,1931,0,"98065",47.526,-121.829,1450,13503 +"7518504130","20140626T000000",663000,3,2,1480,3876,"1",0,0,5,7,860,620,1928,0,"98117",47.6808,-122.382,1660,3774 +"7893802670","20150424T000000",279900,3,3.25,2240,5000,"2",0,0,3,9,1540,700,1989,0,"98198",47.4114,-122.334,1800,7500 +"2548100180","20140507T000000",335000,3,2,1570,7200,"1",0,0,4,7,1570,0,1952,0,"98155",47.7501,-122.314,1410,7434 +"4024100915","20141231T000000",689000,4,2.75,3250,10000,"2",0,0,3,9,3250,0,2014,0,"98155",47.7557,-122.309,1620,10089 +"1026069106","20150421T000000",413100,3,2.25,1790,231303,"1",0,0,3,7,1250,540,1980,0,"98077",47.7558,-122.027,2090,93654 +"7852020720","20150327T000000",506950,3,2.5,2080,4931,"2",0,0,3,8,2080,0,2000,0,"98065",47.5342,-121.868,1890,4229 +"9828702265","20140506T000000",500000,3,2.5,1480,1171,"3",0,0,3,8,1480,0,2006,0,"98112",47.62,-122.3,1480,1231 +"5104511250","20140613T000000",540000,5,3,3610,9775,"2",0,0,3,8,3610,0,2003,0,"98038",47.3545,-122.011,2800,8582 +"9828201885","20140822T000000",812000,3,2.5,2040,4559,"2",0,0,3,9,2040,0,1998,0,"98122",47.6156,-122.295,1500,4500 +"7525950110","20140828T000000",1.2e+006,4,3.25,3850,19842,"2",0,3,3,11,3180,670,1989,0,"98074",47.6239,-122.065,4320,19500 +"3211260120","20141215T000000",370000,3,2.25,3230,35306,"2",0,0,3,9,3230,0,1987,0,"98092",47.3065,-122.113,2760,35285 +"7250000065","20140825T000000",338000,3,2,2440,23512,"1",0,0,3,6,1640,800,1933,0,"98148",47.4594,-122.326,1630,19613 +"1446400564","20140507T000000",185000,4,1,1490,6600,"1",0,0,3,7,1490,0,1969,0,"98168",47.4835,-122.332,1280,6600 +"0224059021","20141219T000000",450000,3,1,1150,35415,"1",0,0,4,7,1010,140,1950,0,"98008",47.5974,-122.129,2460,11781 +"6392000625","20140712T000000",451000,2,1,900,6000,"1",0,0,3,7,900,0,1944,2004,"98115",47.6855,-122.289,1460,4800 +"6817850110","20150421T000000",785000,4,2.5,3210,24527,"1.5",0,0,3,11,3210,0,1984,0,"98074",47.6399,-122.052,3280,24527 +"3902100175","20140728T000000",850000,5,3,3900,5250,"1.5",0,1,5,8,2620,1280,1931,0,"98116",47.5577,-122.389,1950,5700 +"7205400180","20141223T000000",235000,3,1,1240,18000,"1",0,0,2,7,1240,0,1943,0,"98198",47.3514,-122.315,1240,18000 +"7351200295","20150114T000000",1.15e+006,3,1.75,1760,6788,"2",1,4,3,7,1760,0,1940,1960,"98125",47.7336,-122.284,1630,7588 +"0291310260","20140516T000000",377500,3,2.25,1410,1377,"2",0,0,3,7,1290,120,2005,0,"98027",47.5342,-122.067,1445,1370 +"3026059204","20140530T000000",825500,3,2.5,2780,11964,"2",0,0,3,9,2780,0,2009,0,"98034",47.7127,-122.216,1760,9640 +"2856102105","20140610T000000",1.0595e+006,5,3.25,3230,3825,"2",0,0,3,9,2480,750,2014,0,"98117",47.6785,-122.392,1480,5100 +"3343301343","20141120T000000",880000,5,3.5,4600,8764,"2",0,0,3,10,3180,1420,2007,0,"98006",47.5491,-122.19,3210,9431 +"8682302030","20140521T000000",413800,3,2,1440,4421,"1",0,0,3,8,1440,0,2007,0,"98053",47.7188,-122.024,1440,4157 +"1048000160","20140627T000000",504200,2,1.5,1200,1687,"3",0,0,3,8,1200,0,2008,0,"98103",47.6491,-122.334,1240,1296 +"5714200140","20150422T000000",421500,4,3,2793,5703,"2",0,0,3,9,2793,0,2009,0,"98030",47.3682,-122.178,2793,5704 +"1152200030","20150305T000000",855169,4,2.5,2970,5050,"2",0,0,3,8,2970,0,2014,0,"98052",47.7043,-122.122,2810,4998 +"3157600075","20150207T000000",380000,3,2,1440,3218,"1",0,0,3,7,850,590,2008,0,"98106",47.5655,-122.36,1170,5000 +"1972200554","20140804T000000",580000,3,2.25,1480,1026,"3",0,0,3,8,1480,0,2014,0,"98103",47.6536,-122.354,1570,1283 +"9429400060","20150409T000000",377000,3,2.5,1870,5333,"2",0,0,3,8,1870,0,2012,0,"98019",47.7447,-121.984,2100,3730 +"0301401610","20140930T000000",329900,4,2.75,2475,4000,"2",0,0,3,7,2475,0,2014,0,"98002",47.3452,-122.209,2475,4000 +"1025039326","20140828T000000",921800,4,2.5,2950,7024,"2",0,0,3,10,2950,0,2012,0,"98199",47.6651,-122.403,2950,6339 +"9385200041","20150304T000000",529500,3,2.25,1410,905,"3",0,0,3,9,1410,0,2014,0,"98116",47.5818,-122.402,1510,1352 +"7237450550","20140603T000000",363990,4,2.5,2240,3712,"2",0,0,3,8,2240,0,2014,0,"98038",47.3551,-122.061,2530,4315 +"2862500060","20150115T000000",834950,5,2.75,3230,6500,"2",0,0,3,9,3230,0,2014,0,"98074",47.6237,-122.023,3180,7624 +"4046500270","20140819T000000",399000,3,2,2100,31550,"1",0,0,3,8,2100,0,2010,0,"98014",47.6907,-121.917,1860,18452 +"2161400060","20141114T000000",338900,3,2.25,1936,9495,"1",0,0,3,8,1936,0,2013,0,"98030",47.3714,-122.197,1410,12770 +"2781230070","20150311T000000",419950,3,2.5,3120,6000,"2",0,0,3,9,3120,0,2007,0,"98038",47.3473,-122.03,2670,6000 +"4019500160","20150413T000000",493000,4,2.5,2070,4270,"2",0,0,3,8,2070,0,2010,0,"98028",47.773,-122.265,2070,4610 +"6980500030","20141211T000000",650000,4,2.5,3700,4500,"2",0,0,3,9,3700,0,2007,0,"98028",47.7473,-122.23,3050,5047 +"1442880260","20140909T000000",456000,3,2.5,2130,5205,"2",0,0,3,8,2130,0,2013,0,"98045",47.4832,-121.774,2250,5462 +"9268851860","20140918T000000",425000,3,2.25,1620,997,"2.5",0,0,3,8,1540,80,2010,0,"98027",47.54,-122.026,1620,1068 +"0832700320","20150209T000000",348000,3,2.5,1490,2478,"3",0,0,3,8,1490,0,2009,0,"98133",47.7236,-122.353,1270,1156 +"2937300550","20141029T000000",1.04089e+006,5,4,4180,7232,"2",0,0,3,9,4180,0,2014,0,"98052",47.7049,-122.125,3570,6054 +"2114700368","20141118T000000",299000,2,2.5,1400,1262,"2",0,0,3,8,1160,240,2008,0,"98106",47.5342,-122.349,1060,1524 +"2213000030","20140512T000000",1.264e+006,4,3.75,3490,9170,"2",0,0,3,9,3490,0,2012,0,"98004",47.5991,-122.2,1810,8470 +"2626119062","20141112T000000",155000,3,1,1300,6098,"1",0,0,3,7,1300,0,2013,0,"98014",47.7074,-121.364,1300,6849 +"7338220160","20150225T000000",319500,4,2.5,2730,4962,"2",0,0,3,8,2730,0,2006,0,"98002",47.3363,-122.216,2150,3802 +"2781280310","20141222T000000",274000,3,2.5,1830,2517,"2",0,0,3,8,1830,0,2005,0,"98055",47.4496,-122.189,1610,2762 +"3448740070","20140616T000000",429000,5,2.5,2340,4500,"2",0,0,3,7,2340,0,2009,0,"98059",47.4911,-122.154,2190,4500 +"2895800710","20141202T000000",267800,3,1.75,1410,1899,"2",0,0,3,8,1410,0,2014,0,"98106",47.5171,-122.347,1410,1811 +"0723049434","20150408T000000",369950,3,2.5,1930,8254,"2",0,0,3,7,1930,0,2014,0,"98146",47.4973,-122.346,1540,8849 +"2922059212","20150109T000000",480000,6,5,3028,18055,"2",0,0,3,7,3028,0,2005,0,"98030",47.3651,-122.197,1400,34575 +"1441000350","20140915T000000",440000,4,3.5,3180,4869,"2",0,0,3,8,2390,790,2007,0,"98055",47.4482,-122.206,2850,4500 +"8562790310","20150324T000000",839704,4,3.25,2950,4161,"2",0,0,3,10,2210,740,2014,0,"98027",47.5297,-122.073,2790,3693 +"2767604425","20150129T000000",535000,3,3.25,1430,1276,"3",0,0,3,8,1430,0,2007,0,"98107",47.6712,-122.38,1430,1243 +"0306000565","20140825T000000",290000,2,1.5,1020,1275,"3",0,0,3,8,1020,0,2008,0,"98103",47.7003,-122.346,980,1415 +"6130500060","20140721T000000",370000,3,2.5,1650,1793,"3",0,0,3,8,1650,0,2007,0,"98133",47.7107,-122.332,1650,1863 +"3362400125","20150303T000000",405000,3,2,1060,651,"3",0,0,3,7,1060,0,2007,0,"98103",47.6828,-122.345,1440,1501 +"1442880510","20140530T000000",499431,4,2.75,2620,6019,"2",0,0,3,8,2620,0,2013,0,"98045",47.484,-121.771,2790,6716 +"9188200505","20140710T000000",275000,4,2.5,1830,3868,"2",0,0,3,7,1830,0,2007,0,"98118",47.5186,-122.276,2330,3868 +"1865400075","20140522T000000",320000,3,2.25,998,844,"2",0,0,3,7,798,200,2007,0,"98117",47.6983,-122.367,998,1110 +"7853320550","20140805T000000",425000,4,2.5,2070,4427,"2",0,0,3,7,2070,0,2007,0,"98065",47.5208,-121.869,2070,4556 +"9831200172","20150227T000000",1.45e+006,4,3.5,2860,2199,"3",0,0,3,10,2860,0,2013,0,"98102",47.6262,-122.323,1990,1378 +"8141300030","20150210T000000",340000,3,2,1920,5688,"1",0,3,3,9,1920,0,2007,0,"98022",47.1952,-121.976,2384,4802 +"7899800863","20141001T000000",299900,3,2.5,1210,2046,"2",0,0,3,9,920,290,2008,0,"98106",47.5212,-122.357,1070,651 +"0745530240","20141226T000000",865950,5,3.5,4890,12039,"2",0,0,3,9,3590,1300,2014,0,"98011",47.7338,-122.208,4590,10079 +"4055700784","20140815T000000",720000,4,2.5,3420,17038,"2",0,0,3,9,3420,0,2007,0,"98034",47.718,-122.241,2520,14190 +"1180000830","20141002T000000",460000,4,3.5,2870,3225,"2",0,3,3,9,2070,800,2006,0,"98178",47.5009,-122.225,1770,6450 +"0291310270","20141119T000000",375000,3,2.5,1600,2042,"2",0,0,3,8,1600,0,2005,0,"98027",47.5341,-122.067,1445,1370 +"1934800162","20150511T000000",386180,2,1.5,960,1829,"2",0,0,3,7,960,0,2005,0,"98122",47.6032,-122.308,1470,1829 +"2309710070","20150114T000000",280000,3,2.75,1740,5639,"1",0,3,3,7,1740,0,2010,0,"98022",47.1942,-121.977,2380,5331 +"6181500340","20140808T000000",359000,4,2.5,2575,4725,"2",0,0,3,8,2575,0,2011,0,"98001",47.3058,-122.277,2575,5323 +"7853220390","20140502T000000",785000,5,3.25,3660,11995,"2",0,2,3,10,3660,0,2006,0,"98065",47.5337,-121.86,3320,11241 +"9834201375","20150206T000000",425000,3,2.25,1420,1230,"2",0,0,3,8,940,480,2009,0,"98144",47.5703,-122.288,1400,1230 +"5214510060","20150504T000000",575000,5,2.5,3070,7200,"2",0,0,3,8,3070,0,2005,0,"98059",47.4939,-122.137,2590,7200 +"3221079050","20150303T000000",465000,3,2.5,1920,144619,"1",0,0,3,8,1920,0,2014,0,"98022",47.2683,-121.946,2010,48787 +"1266200140","20150506T000000",1.85e+006,4,3.25,4160,10335,"2",0,0,3,10,4160,0,2014,0,"98004",47.6235,-122.192,1840,10333 +"2523039346","20150218T000000",720000,4,3.25,3276,10801,"2",0,0,3,9,3276,0,2008,0,"98166",47.4585,-122.361,2010,11656 +"1624049293","20140506T000000",390000,5,3.75,2890,5000,"1",0,0,3,7,1310,1580,2006,0,"98108",47.5701,-122.296,1930,5117 +"1973700030","20150429T000000",2.205e+006,3,2.5,3430,10177,"2",0,0,3,10,3430,0,2014,0,"98034",47.7159,-122.251,3110,12339 +"1070000390","20140702T000000",1.05469e+006,4,3.5,3390,3979,"2",0,0,3,9,2610,780,2014,0,"98199",47.6482,-122.408,3350,4165 +"2524059269","20140610T000000",915000,6,3.75,2930,14980,"2",0,3,3,9,2930,0,2013,0,"98006",47.5441,-122.117,3210,10787 +"1972200326","20150422T000000",562000,2,2.25,1300,1314,"3",0,0,3,8,1300,0,2008,0,"98103",47.6536,-122.356,1300,1312 +"3796000400","20141120T000000",349000,2,1.75,1250,1208,"2",0,0,3,7,1040,210,2007,0,"98144",47.6004,-122.299,1250,1656 +"0321030070","20140814T000000",375000,4,2.5,2310,7800,"2",0,0,3,8,2310,0,2011,0,"98042",47.3737,-122.164,2310,7140 +"0476000118","20141212T000000",479950,2,2.25,1360,1336,"3",0,0,3,8,1360,0,2008,0,"98107",47.6714,-122.392,1280,1295 +"2909310060","20150109T000000",319000,4,2.5,2020,5100,"2",0,0,3,7,2020,0,2010,0,"98023",47.2822,-122.357,2300,5685 +"0832700240","20141003T000000",325000,3,1.5,1270,1067,"3",0,0,3,8,1270,0,2009,0,"98133",47.7236,-122.353,1090,1118 +"1442880570","20140821T000000",505657,4,2.75,2790,8092,"2",0,0,3,8,2790,0,2013,0,"98045",47.4834,-121.773,2790,6154 +"9542840060","20150305T000000",340000,4,2.5,2320,4142,"2",0,0,3,7,2320,0,2010,0,"98038",47.3662,-122.019,2150,4140 +"0629650370","20150123T000000",250000,3,2.5,1750,6351,"2",0,0,3,7,1750,0,2012,0,"98001",47.2589,-122.256,1398,6092 +"7967000060","20140926T000000",349500,4,2.5,2030,4596,"2",0,0,3,8,2030,0,2014,0,"98001",47.3515,-122.275,2040,4705 +"3904100041","20150424T000000",290750,3,2.5,1270,865,"2",0,0,3,7,1080,190,2008,0,"98118",47.5351,-122.279,1630,7752 +"9268850860","20150505T000000",715000,5,3.25,2710,2356,"2",0,0,3,8,2230,480,2013,0,"98027",47.5394,-122.028,2160,2108 +"1454100127","20140811T000000",689950,4,2.75,2520,8433,"2",0,0,3,8,2520,0,2014,0,"98125",47.7214,-122.289,1890,7772 +"2856101290","20140924T000000",425000,2,2.5,1340,1263,"3",0,0,3,8,1340,0,2008,0,"98117",47.6788,-122.388,1510,1260 +"2767601872","20150119T000000",657000,2,3,1570,1281,"3",0,0,3,8,1570,0,2014,0,"98107",47.6741,-122.384,1570,2500 +"0255370570","20141120T000000",359950,4,3.5,2690,5564,"2",0,0,3,7,2690,0,2007,0,"98038",47.3537,-122.018,2210,4046 +"0301401370","20140731T000000",319900,4,2.75,2475,4276,"2",0,0,3,7,2475,0,2014,0,"98002",47.345,-122.21,2475,4000 +"1604601804","20150416T000000",532000,3,3.75,2260,2050,"2",0,0,3,9,1170,1090,2010,0,"98118",47.566,-122.29,2130,3082 +"6749700004","20150330T000000",291000,2,1,840,863,"3",0,0,3,8,840,0,2008,0,"98103",47.6974,-122.349,1110,1190 +"1806900499","20140721T000000",675000,3,3.25,1720,1330,"2",0,0,3,8,1030,690,2004,0,"98112",47.62,-122.309,1720,1520 +"7625703435","20150121T000000",885000,3,2.25,2940,6500,"3",0,0,3,9,2940,0,2014,0,"98136",47.5482,-122.388,1680,6500 +"7324900016","20141021T000000",1.45e+006,5,3.5,4170,9090,"2",0,0,3,10,4170,0,2008,0,"98004",47.5918,-122.196,1930,13635 +"3575303430","20141016T000000",780000,6,4.25,4310,10000,"2",0,0,3,8,2950,1360,2008,0,"98074",47.6214,-122.062,2100,10000 +"9492500140","20140712T000000",839950,4,2.75,3010,7200,"2",0,0,3,9,3010,0,2014,0,"98033",47.6948,-122.179,3010,7203 +"9268851670","20150424T000000",645000,3,2.5,2170,1984,"2.5",0,0,3,8,2170,0,2008,0,"98027",47.5401,-122.027,2150,1984 +"0301400830","20141223T000000",263000,3,2.5,1584,3200,"2",0,0,3,7,1584,0,2011,0,"98002",47.3451,-122.215,1584,2800 +"4310702918","20141030T000000",345000,2,2.25,1110,1290,"3",0,0,3,8,1110,0,2006,0,"98103",47.6968,-122.34,1360,1251 +"4305600240","20141125T000000",505000,4,2.5,2420,5006,"2",0,0,3,8,2420,0,2013,0,"98059",47.4795,-122.126,2750,5471 +"7169500200","20140903T000000",522500,2,2.25,1430,1210,"2",0,0,3,8,1340,90,2005,0,"98115",47.6765,-122.301,1430,1016 +"3943600070","20140811T000000",400000,3,2.5,2393,4788,"2",0,0,3,8,2393,0,2012,0,"98055",47.4517,-122.204,2439,5477 +"1048000060","20140619T000000",543000,3,2.25,1240,949,"3",0,0,3,8,1240,0,2008,0,"98103",47.6488,-122.334,1310,1140 +"3449500045","20141013T000000",495000,4,2.5,2980,12075,"1",0,0,3,8,1910,1070,2007,0,"98056",47.5074,-122.172,2240,12075 +"1438000200","20140911T000000",549995,4,3.5,2970,6587,"2",0,0,3,8,2260,710,2014,0,"98059",47.4776,-122.122,2970,5690 +"5424100030","20150211T000000",327555,3,2.5,2329,5720,"2",0,0,3,8,2329,0,2010,0,"98030",47.362,-122.2,2197,5720 +"7853270710","20150409T000000",690000,5,3.25,3340,9075,"2",0,0,3,8,2600,740,2005,0,"98065",47.5446,-121.88,2770,6646 +"9161100075","20150318T000000",673000,4,2.25,2580,2875,"2",0,0,3,9,2580,0,2015,0,"98116",47.5674,-122.392,1290,5750 +"1085622860","20140721T000000",384435,3,2.5,2029,3906,"2",0,0,3,9,2029,0,2014,0,"98003",47.341,-122.18,2029,3920 +"9578090240","20140815T000000",780000,4,2.75,3430,6500,"2",0,0,3,9,3050,380,2006,0,"98052",47.7079,-122.106,3070,6802 +"4083306045","20141029T000000",1.375e+006,5,3.75,3330,5042,"2",0,2,3,9,2470,860,2014,0,"98103",47.6497,-122.339,1780,3990 +"6666830320","20150324T000000",950968,5,3.5,3220,5081,"2",0,0,3,8,3220,0,2013,0,"98052",47.7048,-122.111,2970,5753 +"8562780160","20150329T000000",334950,2,2.25,1240,750,"2",0,0,3,7,1150,90,2008,0,"98027",47.5322,-122.073,1240,750 +"2767704603","20140609T000000",489000,3,3.5,1500,1249,"2",0,0,3,8,1240,260,2004,0,"98107",47.6727,-122.373,1440,1850 +"5631500292","20150420T000000",600000,3,3,3530,8345,"2",0,0,3,10,3530,0,2006,0,"98028",47.7338,-122.234,1940,9600 +"2424039036","20140822T000000",282000,3,2.25,1260,915,"2",0,0,3,8,1020,240,2007,0,"98106",47.555,-122.363,1260,1056 +"2867300030","20140801T000000",442000,4,4,4168,8485,"2",0,0,3,10,3222,946,2007,0,"98023",47.3029,-122.387,4362,8100 +"6661200260","20150512T000000",220000,2,1.5,1030,2850,"2",0,0,3,7,1030,0,1995,0,"98038",47.3845,-122.039,1030,3000 +"7238000240","20150218T000000",489000,3,2.5,3080,5598,"2",0,0,3,8,3080,0,2006,0,"98055",47.4372,-122.206,3080,5303 +"4051150070","20141223T000000",250000,3,1.5,1072,4339,"2",0,0,3,7,1072,0,2009,0,"98042",47.386,-122.162,1443,4341 +"1442880320","20140724T000000",484259,4,2.75,2790,5000,"2",0,0,3,8,2790,0,2014,0,"98045",47.4831,-121.773,2620,5527 +"3616600003","20150302T000000",1.68e+006,3,2.5,4090,16972,"2",0,2,3,11,3590,500,2007,0,"98177",47.7258,-122.37,3740,16972 +"3862710030","20150424T000000",450000,3,2.5,1800,4357,"2",0,0,3,8,1800,0,2013,0,"98065",47.5337,-121.841,1800,3663 +"9828201361","20141114T000000",299000,2,1.5,830,1276,"2",0,0,3,7,830,0,2005,0,"98122",47.6175,-122.297,1540,1484 +"4019500030","20141029T000000",450000,3,2.5,2280,4557,"2",0,0,3,8,2280,0,2010,0,"98028",47.7733,-122.266,2070,4610 +"3630240140","20150123T000000",585000,4,3,2110,1286,"2",0,0,3,9,1710,400,2007,0,"98029",47.5444,-122.014,2000,1286 +"5695000270","20141103T000000",660000,3,2.25,1570,1680,"3",0,0,3,8,1570,0,2014,0,"98103",47.6585,-122.348,1290,1870 +"2349300069","20140512T000000",301500,2,1.5,830,1333,"2",0,0,3,7,830,0,2005,0,"98136",47.5506,-122.381,1120,4822 +"6790830060","20140915T000000",949950,4,3.75,4120,8258,"2",0,0,3,10,4120,0,2012,0,"98075",47.5872,-122.055,3730,8332 +"3630200640","20141030T000000",759990,4,2.5,2540,5760,"2",0,0,3,9,2540,0,2009,0,"98029",47.5405,-121.993,2580,3600 +"7967000160","20150316T000000",355000,4,2.75,2050,4000,"2",0,0,3,8,2050,0,2014,0,"98001",47.3522,-122.275,2050,4000 +"9492500160","20140723T000000",889950,4,2.75,3080,7242,"2",0,0,3,9,3080,0,2014,0,"98033",47.6948,-122.178,3010,7205 +"9268851740","20140701T000000",629800,3,2.5,2390,1984,"2",0,0,3,8,2220,170,2008,0,"98027",47.5405,-122.027,2150,1984 +"3342100421","20150424T000000",745000,4,2.5,3170,5100,"2",0,0,3,9,3170,0,2012,0,"98056",47.5187,-122.208,1580,5100 +"6362900138","20141103T000000",379900,2,1.5,1240,1331,"2",0,0,3,7,1050,190,2007,0,"98144",47.5959,-122.298,1250,1431 +"9358001422","20141114T000000",335000,3,2.5,1090,1139,"2",0,0,3,8,960,130,2009,0,"98126",47.5664,-122.369,1400,1348 +"7853280350","20140512T000000",809000,5,4.5,4630,6324,"2",0,0,3,9,3210,1420,2006,0,"98065",47.5382,-121.86,4420,6790 +"7853361420","20140826T000000",569950,4,2.5,3230,5899,"2",0,0,3,8,3230,0,2012,0,"98065",47.515,-121.869,2720,5899 +"7852120030","20140808T000000",723000,4,3.5,3510,9263,"2",0,0,3,10,3510,0,2001,0,"98065",47.5413,-121.877,3690,10417 +"0731500320","20141110T000000",282000,4,2.5,1785,2552,"2",0,0,3,8,1785,0,2009,0,"98030",47.3582,-122.2,1691,2700 +"6056100102","20141030T000000",569900,5,3.25,2360,3873,"2",0,0,3,8,1990,370,2006,0,"98108",47.5635,-122.299,1720,3071 +"1823049179","20150121T000000",385000,4,2,2340,9716,"1",0,0,3,7,2340,0,2009,0,"98146",47.4842,-122.347,1180,13500 +"9268850030","20140707T000000",420000,3,2.25,1620,1075,"3",0,0,3,8,1540,80,2009,0,"98027",47.5405,-122.026,1620,1237 +"9831200159","20140806T000000",2.25e+006,3,3.25,3890,3452,"2",0,0,3,12,2890,1000,2006,0,"98102",47.626,-122.323,2860,2199 +"8924100370","20140915T000000",1.205e+006,4,3.5,3590,5335,"2",0,2,3,9,3140,450,2006,0,"98115",47.6762,-122.267,2100,6250 +"8669150700","20141208T000000",292000,4,3,1984,4460,"2",0,0,3,7,1984,0,2012,0,"98002",47.3532,-122.211,2095,3402 +"0889000024","20150316T000000",645000,3,2.25,1640,1023,"3",0,0,3,8,1640,0,2014,0,"98105",47.6636,-122.319,1720,1960 +"9268850350","20150319T000000",304500,4,2,1350,942,"3",0,0,3,7,1350,0,2008,0,"98027",47.5394,-122.026,1390,942 +"2619950310","20150507T000000",489500,4,3.5,2730,5707,"2",0,0,3,8,2000,730,2011,0,"98019",47.7327,-121.965,2430,5899 +"7430200060","20150424T000000",1.583e+006,4,4,5610,11063,"3",0,0,3,11,4750,860,2006,0,"98074",47.65,-122.065,4560,11063 +"5100400251","20150106T000000",390000,2,1,962,1992,"2",0,0,3,7,962,0,2012,0,"98115",47.6911,-122.313,1130,1992 +"2597490030","20141002T000000",815000,4,3.5,3040,4006,"2",0,0,3,8,2350,690,2013,0,"98029",47.5439,-122.011,2050,4000 +"3655500030","20150403T000000",719000,3,3.5,2540,10578,"2",0,1,3,9,2010,530,2014,0,"98006",47.547,-122.192,3240,9831 +"3751600784","20150403T000000",331210,4,2.5,2240,4800,"2",0,0,3,8,2240,0,2014,0,"98001",47.2911,-122.266,2240,5040 +"6781200013","20140507T000000",245000,3,1.5,1260,1270,"2",0,0,3,7,1040,220,2005,0,"98133",47.7111,-122.331,1260,1472 +"2619950060","20140909T000000",465000,5,4,3210,7200,"2",0,0,3,8,2410,800,2011,0,"98019",47.7329,-121.966,2750,7200 +"9523100731","20140930T000000",580000,3,2.5,1620,1171,"3",0,4,3,8,1470,150,2008,0,"98103",47.6681,-122.355,1620,1505 +"9272201318","20150414T000000",540000,3,2,1580,1972,"2.5",0,2,3,8,1180,400,2007,0,"98116",47.5903,-122.386,1500,1908 +"5676000004","20141118T000000",399000,3,2.5,1430,1250,"3",0,0,3,7,1430,0,2007,0,"98103",47.6904,-122.342,1360,1269 +"8091670070","20140804T000000",328000,4,2.5,1850,5388,"2",0,0,3,8,1850,0,2009,0,"98038",47.3494,-122.041,2140,5086 +"7853380570","20150511T000000",701000,4,2.5,3340,5314,"2",0,0,3,10,3340,0,2010,0,"98065",47.5167,-121.885,3220,5500 +"8091670200","20141022T000000",408000,3,2.75,2670,4800,"2",0,0,3,8,2670,0,2014,0,"98038",47.3483,-122.042,2340,5000 +"8084900160","20150212T000000",2.6411e+006,5,4.25,4660,16200,"2",0,2,3,11,4660,0,2005,0,"98004",47.6326,-122.216,3340,16200 +"1498300875","20140814T000000",445000,3,2.5,1550,930,"2",0,0,3,8,1060,490,2006,0,"98144",47.5857,-122.314,1550,1301 +"7853270200","20141021T000000",672500,4,2.5,3470,6651,"2",0,0,3,9,3470,0,2005,0,"98065",47.5426,-121.879,2730,6179 +"9211010320","20140709T000000",538000,3,2.5,3010,7014,"2",0,0,3,8,3010,0,2009,0,"98059",47.4949,-122.149,3030,6180 +"2867300160","20140904T000000",450000,5,3.5,3931,9497,"2",0,0,3,10,2650,1281,2014,0,"98023",47.3008,-122.386,3510,9497 +"3278605570","20140619T000000",362500,3,2.5,1800,2700,"2",0,0,3,8,1800,0,2011,0,"98126",47.5458,-122.369,1380,1200 +"4310702858","20141015T000000",414950,3,2.5,1570,1551,"3",0,0,3,8,1570,0,2008,0,"98103",47.6961,-122.341,1570,1705 +"2838000030","20150127T000000",679950,3,2.5,2230,3939,"2",0,0,3,8,2230,0,2014,0,"98133",47.73,-122.335,2230,4200 +"1673000240","20141112T000000",290000,4,2.5,2423,7292,"2",0,0,3,8,2423,0,2005,0,"98023",47.3227,-122.37,2495,7489 +"7899800791","20141023T000000",230000,3,2,1160,1174,"2",0,0,3,7,790,370,2007,0,"98106",47.5225,-122.357,1160,994 +"8682320160","20150220T000000",439950,2,2,1440,4666,"1",0,0,3,8,1440,0,2010,0,"98053",47.709,-122.019,1510,4595 +"8155870200","20140522T000000",349900,4,2.5,2052,3723,"2",0,0,3,8,2052,0,2014,0,"98003",47.2824,-122.295,2052,5250 +"2858600083","20141222T000000",550000,5,2.5,2780,9272,"2",0,0,3,8,2780,0,2014,0,"98126",47.5168,-122.378,1150,8460 +"2391601195","20150430T000000",1.05e+006,4,4.25,3720,5750,"2",0,2,3,9,2960,760,2006,0,"98116",47.5632,-122.399,2550,5750 +"0976000903","20150319T000000",655000,2,2.25,1460,1851,"2",0,0,3,9,1180,280,2014,0,"98119",47.6461,-122.362,1800,4269 +"7904700128","20141110T000000",385000,3,3.5,1370,1540,"2",0,0,3,8,1100,270,2006,0,"98116",47.5638,-122.388,1370,915 +"5609000311","20150410T000000",729999,6,4.5,3600,6110,"2",0,0,3,9,2510,1090,2012,0,"98118",47.5687,-122.291,1360,5800 +"1972201963","20140616T000000",523950,3,2.25,1420,1282,"3",0,0,3,8,1420,0,2006,0,"98103",47.6533,-122.346,1530,1280 +"9272201704","20140512T000000",369000,2,2.5,980,895,"2",0,0,3,8,670,310,2009,0,"98116",47.5874,-122.386,980,899 +"8648900060","20140505T000000",509900,3,2.5,1790,2700,"2",0,0,3,8,1790,0,2010,0,"98027",47.564,-122.093,1890,3078 +"3832050890","20140715T000000",282000,3,2.5,2010,5399,"2",0,0,3,7,2010,0,2006,0,"98042",47.3338,-122.052,2280,5141 +"0255450340","20140827T000000",387865,3,2.5,2370,4200,"2",0,0,3,8,2370,0,2014,0,"98038",47.3696,-122.018,2370,4200 +"2172000890","20141120T000000",385000,4,2.5,2560,6238,"2",0,0,3,8,2560,0,2007,0,"98178",47.4899,-122.255,2560,6240 +"6127010320","20140609T000000",536000,3,2.5,1900,6224,"2",0,0,3,7,1900,0,2005,0,"98075",47.5941,-122.004,2260,5450 +"2810100023","20140625T000000",395000,2,2.25,1350,1493,"2",0,0,3,8,1050,300,2007,0,"98136",47.5421,-122.388,1250,1202 +"8011100125","20141117T000000",545000,4,2.75,2650,6717,"2",0,0,3,10,2650,0,2014,0,"98056",47.4947,-122.171,2740,7923 +"7852090390","20150413T000000",715000,4,2.5,3020,7035,"2",0,4,3,9,3020,0,2001,0,"98065",47.5344,-121.874,3020,6771 +"3630080070","20140710T000000",348000,3,2.5,1500,2255,"2",0,0,3,7,1500,0,2005,0,"98029",47.5538,-121.997,1440,2040 +"9126100765","20140801T000000",455000,3,1.75,1320,1014,"3",0,0,3,9,1320,0,2015,0,"98122",47.6047,-122.305,1380,1495 +"7853380510","20140603T000000",575000,4,2.75,3120,7644,"2",0,0,3,10,3120,0,2010,0,"98065",47.5156,-121.884,2980,6050 +"0993000136","20141007T000000",449950,3,2.25,1540,1270,"3",0,0,3,7,1540,0,2014,0,"98103",47.6935,-122.341,1230,1454 +"3278604510","20140625T000000",364000,3,2.5,1800,2790,"2",0,0,3,8,1800,0,2011,0,"98126",47.5455,-122.371,1580,2036 +"2937300060","20141201T000000",932990,4,2.5,3640,6389,"2",0,0,3,9,3640,0,2014,0,"98052",47.7049,-122.123,3570,6303 +"9510860060","20140627T000000",710000,3,2.5,2440,4153,"2",0,0,3,9,2440,0,2003,0,"98052",47.665,-122.087,2030,4143 +"0293070310","20150213T000000",949990,4,4,3970,7314,"2",0,0,3,9,3970,0,2014,0,"98074",47.6173,-122.056,3560,5258 +"0255450400","20140731T000000",326989,3,2.5,2060,4200,"2",0,0,3,8,2060,0,2014,0,"98038",47.3706,-122.017,2370,4200 +"3845100140","20140708T000000",335606,3,2.5,2538,4600,"2",0,0,3,8,2538,0,2013,0,"98092",47.2584,-122.196,2570,4800 +"3758900075","20140507T000000",1.5325e+006,5,4.5,4270,8076,"2",0,0,3,11,3400,870,2007,0,"98033",47.699,-122.206,4100,10631 +"3395071610","20141126T000000",299950,3,2.5,1320,3150,"2",0,0,3,7,1320,0,2005,0,"98118",47.5328,-122.282,1390,1725 +"9477580030","20141014T000000",962000,4,2.75,3340,5700,"2",0,0,3,11,3340,0,2013,0,"98059",47.5059,-122.146,3340,6940 +"8138870060","20140813T000000",395825,2,2.5,1590,1679,"2",0,0,3,8,1590,0,2012,0,"98029",47.5449,-122.011,1590,1680 +"7237450030","20141014T000000",419354,5,2.75,2710,4500,"2",0,0,3,8,2710,0,2014,0,"98038",47.3547,-122.062,2710,4626 +"3767300041","20140826T000000",920000,4,2.75,3140,7258,"2",0,1,3,10,3140,0,2006,0,"98034",47.7064,-122.232,2990,13600 +"0291310370","20140829T000000",366000,3,2.25,1445,1028,"2",0,0,3,7,1300,145,2005,0,"98027",47.5339,-122.067,1445,1377 +"7853361230","20140516T000000",480000,4,2.5,2430,5000,"2",0,0,3,7,2430,0,2009,0,"98065",47.515,-121.873,2430,5441 +"7904700126","20141120T000000",388000,3,3.25,1370,915,"2",0,0,3,8,1100,270,2006,0,"98116",47.5639,-122.388,1370,1146 +"8085400376","20150421T000000",2.32e+006,4,3.5,5050,9520,"2",0,0,3,11,3610,1440,2007,0,"98004",47.6364,-122.209,2430,9248 +"9828702851","20150121T000000",730000,3,2.5,1860,1290,"2",0,0,3,9,1240,620,2010,0,"98122",47.6179,-122.301,1710,1525 +"8562710550","20140521T000000",950000,5,3.75,5330,6000,"2",0,2,3,10,3570,1760,2006,0,"98027",47.5401,-122.073,4420,5797 +"3278613210","20140728T000000",358990,3,3.25,1710,2171,"2",0,0,3,7,1400,310,2014,0,"98106",47.5434,-122.368,1380,1300 +"7694200340","20141016T000000",398651,4,2.5,2650,4120,"2",0,0,3,8,2650,0,2014,0,"98146",47.5019,-122.34,2030,3768 +"1839500055","20141114T000000",530000,4,2.5,2590,7891,"2",0,0,3,9,2590,0,2006,0,"98056",47.5055,-122.194,1400,7891 +"3448900320","20140723T000000",610360,4,2.5,2610,5562,"2",0,0,3,9,2610,0,2013,0,"98056",47.5137,-122.169,2720,7400 +"9267200226","20140502T000000",436110,3,2.5,1770,1235,"3",0,0,3,8,1600,170,2007,0,"98103",47.6965,-122.342,1680,1203 +"2895730070","20140620T000000",925000,4,2.75,3730,8014,"2",0,0,3,10,3730,0,2012,0,"98074",47.6036,-122.059,3670,8279 +"2970800105","20150313T000000",449950,4,2.5,2420,5244,"2",0,0,3,9,2420,0,2007,0,"98166",47.4729,-122.35,1400,5250 +"0325059277","20140527T000000",760000,4,2.5,3330,7399,"2",0,0,3,9,3330,0,2009,0,"98052",47.679,-122.153,2640,8601 +"6817750140","20140708T000000",293000,3,2.25,1910,3481,"2",0,0,3,8,1910,0,2009,0,"98055",47.4293,-122.188,1714,3177 +"8682320640","20150212T000000",695000,2,2.5,2170,7665,"1",0,2,3,8,2170,0,2013,0,"98053",47.7112,-122.019,2300,7100 +"8669180390","20140604T000000",285000,3,2.5,2437,5136,"2",0,0,3,7,2437,0,2011,0,"98002",47.3517,-122.21,2437,4614 +"4233600260","20141230T000000",1.25578e+006,5,4,4180,12042,"2",0,0,3,10,4180,0,2014,0,"98075",47.5959,-122.014,1800,6052 +"3278611600","20140714T000000",379900,3,2.5,1800,2791,"2",0,0,3,8,1800,0,2011,0,"98126",47.5442,-122.371,1580,2617 +"7787920160","20150427T000000",472000,5,2.5,2570,7412,"2",0,0,3,8,2570,0,2006,0,"98019",47.7265,-121.957,2890,8056 +"2517101200","20140707T000000",300000,4,2.5,2090,5195,"2",0,0,3,7,2090,0,2007,0,"98031",47.3986,-122.166,2090,5236 +"6181420200","20141120T000000",272000,4,2.5,2789,3960,"2",0,0,3,7,2789,0,2007,0,"98001",47.3059,-122.28,2547,3960 +"3845100550","20141120T000000",418395,4,2.5,2906,5893,"2",0,0,3,9,2906,0,2014,0,"98092",47.2599,-122.192,2680,4950 +"7853321180","20141222T000000",465000,5,2.5,2550,6405,"2",0,0,3,7,2550,0,2008,0,"98065",47.5191,-121.869,2190,5900 +"7502800030","20140716T000000",659950,4,2.75,3550,9400,"2",0,0,3,9,3550,0,2014,0,"98059",47.4827,-122.131,3550,9421 +"3869900139","20150107T000000",484950,3,2.25,1590,926,"3",0,0,3,8,1590,0,2014,0,"98136",47.5402,-122.387,1640,1321 +"1332700200","20150426T000000",359000,3,2.25,1950,1968,"2",0,0,4,7,1160,790,1979,0,"98056",47.5179,-122.195,1950,1968 +"9211010260","20140617T000000",519000,4,2.5,3250,4500,"2",0,0,3,8,3250,0,2009,0,"98059",47.4944,-122.149,3030,4518 +"4100500070","20140527T000000",1.71e+006,5,4.5,4590,14685,"2",0,0,3,10,4590,0,2009,0,"98033",47.664,-122.2,3030,9486 +"7708210070","20140617T000000",535000,4,2.75,3070,7201,"2",0,0,3,9,3070,0,2006,0,"98059",47.4897,-122.147,2880,8364 +"7853270520","20150409T000000",622950,4,3.25,3030,7644,"2",0,0,3,8,2830,200,2006,0,"98065",47.5457,-121.881,3400,6908 +"5126300060","20140811T000000",515000,3,2.5,2610,5845,"2",0,0,3,8,2610,0,2005,0,"98059",47.4821,-122.142,2810,5000 +"2517000260","20140522T000000",330000,4,3.5,3150,6202,"2",0,0,3,7,3150,0,2005,0,"98042",47.3993,-122.162,2950,5940 +"0832700270","20150213T000000",318000,3,1.5,1240,983,"3",0,0,3,8,1240,0,2009,0,"98133",47.7235,-122.353,1240,1026 +"3022800260","20141007T000000",439000,3,2.5,1680,2801,"2",0,0,3,7,1680,0,2011,0,"98011",47.745,-122.181,1920,2723 +"0254000241","20150324T000000",540000,3,2.5,2220,5279,"2",0,0,3,8,2220,0,2006,0,"98146",47.5132,-122.387,1610,5297 +"7237501370","20140717T000000",1.079e+006,4,3.25,4800,12727,"2",0,0,3,10,4800,0,2011,0,"98059",47.5311,-122.134,4750,13602 +"0662440030","20150326T000000",435000,4,2.5,3100,4699,"2",0,0,3,9,3100,0,2010,0,"98038",47.3785,-122.023,2450,5130 +"2524069078","20150122T000000",2.7e+006,4,4,7850,89651,"2",0,0,3,12,7850,0,2006,0,"98027",47.5406,-121.982,6210,95832 +"8895800200","20141017T000000",1.1e+006,4,2.75,3590,5625,"2",0,0,3,10,3590,0,2012,0,"98052",47.6959,-122.133,3590,5625 +"9268850160","20150206T000000",293467,4,2,1590,942,"3",0,0,3,7,1590,0,2008,0,"98027",47.54,-122.026,1390,942 +"7299600700","20150512T000000",328000,3,2.5,2242,4800,"2",0,0,3,8,2242,0,2013,0,"98092",47.2581,-122.2,2009,4800 +"0291310340","20140708T000000",550000,3,3.5,2490,3582,"2",0,0,3,8,1720,770,2005,0,"98027",47.5338,-122.067,1445,1590 +"2768100510","20150402T000000",649000,3,2,1530,1442,"3",0,0,3,9,1530,0,2015,0,"98107",47.6692,-122.372,1620,1456 +"1776230060","20140708T000000",435000,4,2.5,2150,3143,"2",0,0,3,7,2150,0,2010,0,"98059",47.5048,-122.154,2640,3200 +"1772600510","20140620T000000",625000,3,2.5,2440,4800,"2",0,0,3,10,2440,0,2014,0,"98106",47.5595,-122.365,1180,5480 +"8024200677","20150429T000000",415000,3,1.5,1270,1483,"3",0,0,3,8,1270,0,2007,0,"98115",47.6987,-122.317,1270,1413 +"0982850060","20140603T000000",400000,3,2.25,1450,4706,"2",0,0,3,7,1450,0,2009,0,"98028",47.761,-122.232,1490,4667 +"7518506715","20140506T000000",979000,3,2.5,2690,4047,"3",0,0,3,10,2690,0,2014,0,"98117",47.6797,-122.385,2040,5000 +"7202280390","20150220T000000",625250,4,2.5,2755,4831,"2",0,0,3,7,2755,0,2003,0,"98053",47.685,-122.039,2510,4831 +"0710600160","20140909T000000",665000,4,3.5,2650,3474,"2",0,0,3,8,2230,420,2011,0,"98027",47.5377,-122.046,2330,3474 +"0952005525","20140627T000000",589500,3,3.25,2310,3075,"2",0,0,3,8,1730,580,2005,0,"98116",47.5644,-122.383,2310,3075 +"2487700274","20150309T000000",437000,2,3,1460,1452,"2",0,0,3,8,1140,320,2007,0,"98136",47.5224,-122.39,1460,1452 +"3449000060","20141001T000000",320000,3,1,1400,9000,"1",0,0,5,7,1400,0,1959,0,"98059",47.5022,-122.145,1440,8400 +"7830800473","20150114T000000",333500,3,2.5,2196,7475,"2",0,0,3,8,2196,0,2006,0,"98030",47.3803,-122.204,1860,6755 +"6056100370","20141124T000000",430000,3,2.25,2020,2750,"2",0,0,3,8,1680,340,2008,0,"98108",47.5633,-122.297,1720,1546 +"2126059295","20140805T000000",995500,5,4.5,4280,8465,"2",0,0,3,10,4280,0,2014,0,"98034",47.7325,-122.165,2990,11067 +"1442880340","20140603T000000",427874,3,3,2340,5002,"2",0,0,3,8,2340,0,2013,0,"98045",47.4831,-121.773,2790,5375 +"7694200070","20140521T000000",334990,4,2.5,2220,4228,"2",0,0,3,8,2220,0,2014,0,"98146",47.5014,-122.341,2220,4157 +"8562710640","20150211T000000",909500,4,4,4420,5940,"2",0,0,3,10,3410,1010,2006,0,"98027",47.5397,-122.072,4510,5797 +"3832050860","20150319T000000",210000,3,2,1580,4961,"2",0,0,3,7,1580,0,2006,0,"98042",47.3338,-122.053,2280,5000 +"2526059225","20150123T000000",952990,4,2.75,3550,6558,"2",0,0,3,9,3550,0,2013,0,"98052",47.7076,-122.115,3140,5617 +"1972200139","20150218T000000",622500,2,1.75,1510,851,"3",0,0,3,8,1420,90,2013,0,"98107",47.6536,-122.358,1300,1338 +"2768100186","20140618T000000",515000,3,3.5,1360,1419,"2",0,0,3,8,1040,320,2007,0,"98107",47.6697,-122.371,1560,1977 +"6791400070","20150126T000000",350000,3,2.5,2040,13590,"2",0,0,3,8,2040,0,2009,0,"98042",47.3122,-122.04,1850,12485 +"0424049284","20141016T000000",310000,1,1.5,1120,912,"3",0,0,3,7,1120,0,2011,0,"98144",47.5924,-122.299,1380,3200 +"7853280550","20140528T000000",700000,4,3.5,4490,5099,"2",0,0,3,9,3390,1100,2006,0,"98065",47.5394,-121.861,4290,5537 +"7768800270","20140715T000000",907687,4,2.5,3560,6786,"2",0,0,3,9,2930,630,2014,0,"98075",47.5756,-122.071,3560,5886 +"8682320350","20140709T000000",741500,2,2.5,2150,5760,"1",0,0,3,8,2150,0,2010,0,"98053",47.7094,-122.018,1640,4680 +"1776460140","20140724T000000",395000,3,2.5,2130,5088,"2",0,0,3,8,1840,290,2011,0,"98019",47.7329,-121.976,2130,5762 +"5045700400","20150223T000000",559950,5,2.75,2990,6370,"2",0,0,3,8,2990,0,2014,0,"98059",47.4853,-122.154,2730,5740 +"3356402702","20140725T000000",215000,4,2.5,1847,8000,"2",0,0,3,7,1847,0,2008,0,"98001",47.2872,-122.257,1847,8000 +"2140950160","20150222T000000",390000,4,2.5,2610,7227,"2",0,0,3,9,2610,0,2011,0,"98010",47.314,-122.023,2630,7421 +"2621069017","20150303T000000",425000,3,2.25,1670,107157,"1",0,0,3,7,1670,0,2007,0,"98022",47.2743,-122.009,3310,108900 +"1422069070","20150507T000000",472000,3,2.5,1860,415126,"2",0,0,3,7,1860,0,2006,0,"98038",47.3974,-122.005,2070,54014 +"2579500181","20150407T000000",1.33e+006,4,3.5,3440,9776,"2",0,0,3,10,3440,0,2006,0,"98040",47.5374,-122.216,2400,11000 +"7852120140","20140610T000000",695000,4,3.5,3510,9364,"2",0,0,3,10,3510,0,2001,0,"98065",47.54,-121.876,3510,9161 +"9274200324","20150120T000000",545000,3,2.5,1740,1279,"3",0,0,3,8,1740,0,2008,0,"98116",47.589,-122.387,1740,1280 +"0422000075","20140711T000000",389950,4,2.5,2240,5500,"2",0,0,3,8,2240,0,2013,0,"98056",47.496,-122.169,700,5500 +"0263000253","20150330T000000",380000,3,2.25,1550,1485,"3",0,0,3,8,1550,0,2011,0,"98103",47.6989,-122.346,1550,1480 +"9268850140","20141117T000000",288790,4,2,1390,745,"3",0,0,3,7,1390,0,2008,0,"98027",47.5401,-122.026,1390,942 +"9306500200","20150401T000000",432500,3,3,2500,6000,"2",0,0,3,8,2500,0,2012,0,"98058",47.4408,-122.161,2130,6000 +"8562770350","20141206T000000",615000,3,3.5,2710,3326,"2",0,0,3,8,1650,1060,2005,0,"98027",47.5371,-122.073,2280,2738 +"2026049326","20140707T000000",500000,3,2.5,1720,3012,"2",0,0,3,9,1720,0,2011,0,"98133",47.7312,-122.334,1720,7658 +"9126101090","20140531T000000",615000,3,2.25,1760,1146,"3",0,0,3,9,1760,0,2014,0,"98122",47.6073,-122.304,1346,3472 +"2888000030","20140926T000000",500000,4,2.25,2270,8196,"1",0,0,5,7,1150,1120,1963,0,"98034",47.7214,-122.227,1920,10122 +"8032700075","20141015T000000",622000,3,3.5,1690,1765,"2",0,0,3,8,1370,320,2006,0,"98103",47.6536,-122.34,1690,1694 +"7853440140","20150409T000000",802945,5,3.5,4000,9234,"2",0,0,3,9,4000,0,2015,0,"98024",47.5265,-121.887,3690,6600 +"1245003330","20140731T000000",1.26e+006,4,2.5,2880,9003,"2",0,0,3,10,2880,0,2008,0,"98033",47.6844,-122.199,2640,8126 +"1176001124","20150224T000000",598950,3,2.5,1480,1531,"3",0,0,3,8,1480,0,2014,0,"98107",47.669,-122.402,1530,1321 +"7853360990","20150102T000000",430000,3,2.5,1950,4949,"2",0,0,3,7,1950,0,2009,0,"98065",47.5155,-121.87,2200,5740 +"7853320030","20141124T000000",515000,4,2.75,2700,5150,"2",0,0,3,9,2700,0,2009,0,"98065",47.5209,-121.874,2700,5747 +"7576200012","20140717T000000",1.262e+006,2,3,2210,3917,"2",0,0,3,10,1500,710,2008,0,"98122",47.6166,-122.291,1720,3933 +"7207900030","20140609T000000",400000,4,3.5,2370,3692,"2.5",0,0,3,8,2370,0,2013,0,"98056",47.5044,-122.17,2520,5425 +"0952006827","20150422T000000",390000,3,2.5,1310,1254,"2",0,0,3,7,850,460,2007,0,"98116",47.5622,-122.384,1310,1372 +"7853321090","20141001T000000",450000,3,2.5,2410,4293,"2",0,0,3,7,2410,0,2007,0,"98065",47.5196,-121.869,2190,5900 +"1042700060","20140516T000000",804995,5,1.5,3360,5402,"2",0,0,3,9,3360,0,2014,0,"98074",47.6067,-122.053,3360,5415 +"2597490140","20150326T000000",825000,4,3.25,3040,4155,"2",0,0,3,8,2350,690,2013,0,"98029",47.5429,-122.012,2680,4000 +"7852130800","20140513T000000",435000,4,2.25,2140,6355,"2",0,0,3,7,2140,0,2002,0,"98065",47.5367,-121.88,2480,5746 +"7625702967","20140609T000000",398000,3,2.5,1720,1715,"2",0,0,3,7,1240,480,2004,0,"98136",47.5481,-122.384,1610,1626 +"3845100640","20140605T000000",411605,4,2.5,2658,3960,"2",0,0,3,9,2658,0,2014,0,"98092",47.2603,-122.194,2578,4200 +"1773100922","20141208T000000",315000,3,3.25,1480,983,"2",0,0,3,8,1180,300,2013,0,"98106",47.5555,-122.363,1330,1062 +"2770602493","20141120T000000",455000,2,2,1350,1209,"3",0,0,3,8,1350,0,2013,0,"98199",47.649,-122.383,1310,982 +"0475000187","20150501T000000",452950,3,2.5,1150,1194,"2",0,0,3,8,1020,130,2006,0,"98107",47.6684,-122.365,1450,1714 +"6056100383","20140520T000000",380000,3,1.75,1690,1468,"2",0,0,3,8,1380,310,2008,0,"98108",47.563,-122.297,1690,1936 +"6056111370","20141124T000000",340000,2,1.75,1270,1916,"2",0,0,3,8,1270,0,2012,0,"98108",47.5648,-122.294,1140,1916 +"9578500510","20141103T000000",409950,3,2.5,2655,5080,"2",0,0,3,8,2655,0,2013,0,"98023",47.2972,-122.348,2879,5232 +"9828701488","20150504T000000",360000,2,1,880,1165,"2",0,0,3,8,880,0,2005,0,"98122",47.6192,-122.297,1640,3825 +"6600000217","20150403T000000",1.595e+006,4,4.25,4645,7757,"2",0,0,3,10,3855,790,2006,0,"98112",47.6248,-122.29,2150,6970 +"8024200685","20140520T000000",440000,3,1.5,1270,1443,"3",0,0,3,8,1270,0,2007,0,"98115",47.699,-122.317,1270,1413 +"2923039264","20140910T000000",730000,2,1.75,1728,95950,"1",0,3,3,9,1728,0,2012,0,"98070",47.4579,-122.443,1720,35735 +"8073900070","20140522T000000",408000,3,2.25,1950,7221,"1",0,0,4,8,1950,0,2006,0,"98188",47.431,-122.285,2310,8125 +"2419700030","20140825T000000",820000,4,2.5,3170,3862,"3",0,0,3,8,3170,0,2008,0,"98034",47.6705,-122.145,2840,4181 +"9396700024","20140731T000000",360000,2,2.5,1233,1244,"2",0,0,3,7,963,270,2007,0,"98136",47.5533,-122.381,1230,1300 +"3845100160","20140620T000000",339990,3,2.5,2570,4600,"2",0,0,3,8,2570,0,2014,0,"98092",47.2582,-122.196,2570,5000 +"9126100814","20141008T000000",515000,3,2,1560,1020,"3",0,0,3,8,1560,0,2014,0,"98122",47.605,-122.304,1560,1728 +"1982201595","20150121T000000",541000,3,1.75,1630,1166,"2",0,0,3,8,1020,610,2013,0,"98107",47.6646,-122.367,1420,1670 +"8151600973","20150406T000000",375000,4,2.5,2510,7245,"2",0,0,3,9,2510,0,2007,0,"98146",47.5096,-122.363,1830,8900 +"2722059322","20141020T000000",320000,4,2.5,2223,5780,"2",0,0,3,8,2223,0,2010,0,"98042",47.3586,-122.157,1690,7766 +"8562780090","20150227T000000",325000,2,2.25,1230,1058,"2",0,0,3,7,1160,70,2008,0,"98027",47.5325,-122.073,1240,817 +"3346300356","20150318T000000",740000,5,2.75,3050,7520,"2",0,0,3,8,3050,0,2014,0,"98056",47.5245,-122.184,2180,10800 +"7237450600","20141030T000000",450000,5,2.75,2710,6220,"2",0,0,3,8,2710,0,2014,0,"98038",47.3555,-122.061,2530,4759 +"8944550100","20140723T000000",455000,4,2.5,2090,4400,"2",0,0,3,8,2090,0,2011,0,"98118",47.5403,-122.286,2090,3430 +"3438502437","20150203T000000",292500,3,2.5,1440,1068,"2",0,0,3,8,1160,280,2006,0,"98106",47.5393,-122.361,1580,1483 +"2423069039","20140806T000000",650000,3,2.5,2500,51836,"1",0,0,3,9,1510,990,2013,0,"98027",47.4694,-121.989,2270,54450 +"8011100047","20150306T000000",530000,4,2.75,2740,7872,"2",0,0,3,10,2740,0,2015,0,"98056",47.4954,-122.172,1220,6300 +"1042700300","20140804T000000",829995,5,3.25,3360,6120,"2",0,0,3,9,3360,0,2014,0,"98074",47.607,-122.053,3230,5398 +"1776460110","20141223T000000",395000,4,2.75,2280,5013,"2",0,0,3,8,2280,0,2009,0,"98019",47.7333,-121.976,2130,5121 +"0293070090","20140711T000000",859990,4,2.75,3520,5500,"2",0,0,3,9,3520,0,2014,0,"98074",47.6181,-122.056,3340,5500 +"7548301044","20140710T000000",342500,2,1.5,1320,826,"2",0,0,3,8,1100,220,2008,0,"98144",47.5879,-122.304,1340,1213 +"7203160090","20141205T000000",743000,4,2.75,3410,5838,"2",0,0,3,9,3410,0,2012,0,"98053",47.6931,-122.022,3420,7048 +"8096800110","20141215T000000",345000,3,2.25,2730,9388,"1",0,0,3,7,1390,1340,1975,0,"98030",47.3785,-122.185,2255,5701 +"3278600900","20141231T000000",443000,3,2.5,1780,2778,"2",0,0,3,8,1530,250,2007,0,"98126",47.5487,-122.372,1380,1998 +"4051150100","20140929T000000",260000,3,2.5,1427,4337,"2",0,0,3,7,1427,0,2009,0,"98042",47.3857,-122.162,1443,4347 +"0925059311","20140722T000000",810000,4,2.5,2910,6555,"2",0,0,3,9,2910,0,2005,0,"98033",47.6659,-122.172,2910,10419 +"4305600100","20141222T000000",570000,4,2.75,3250,5600,"2",0,0,3,8,3250,0,2011,0,"98059",47.4806,-122.125,2730,5667 +"2311400195","20150303T000000",1.5631e+006,5,3.5,3630,8100,"2",0,0,3,10,3630,0,2008,0,"98004",47.5951,-122.2,1730,8246 +"1732800194","20141113T000000",840000,2,2.5,1680,975,"3",0,0,3,9,1680,0,2009,0,"98119",47.6321,-122.361,1680,977 +"5015001452","20150414T000000",950000,3,2.5,2280,2296,"3",0,0,3,9,1890,390,2013,0,"98112",47.6256,-122.299,1390,4000 +"7853430690","20150127T000000",572800,3,2.5,3310,4682,"2",0,0,3,9,2380,930,2015,0,"98065",47.5201,-121.885,2660,5166 +"3821700038","20141001T000000",305000,3,3,1290,1112,"3",0,0,3,7,1290,0,2008,0,"98125",47.7282,-122.296,1230,9000 +"5078400215","20140730T000000",1.695e+006,5,4.75,3940,7067,"2",0,0,3,10,3230,710,2008,0,"98004",47.6232,-122.205,1910,7735 +"1773100315","20140827T000000",445000,4,2.5,2170,6000,"2",0,0,3,7,1630,540,2008,0,"98106",47.5589,-122.365,1720,5668 +"2224069165","20140902T000000",801000,4,3.5,3290,8059,"2",0,0,3,9,3290,0,2012,0,"98029",47.5573,-122.02,3290,10758 +"9510861140","20140714T000000",711000,3,2.5,2550,5376,"2",0,0,3,9,2550,0,2004,0,"98052",47.6647,-122.083,2250,4050 +"3277801431","20140827T000000",268500,3,2.25,1140,977,"2",0,0,3,7,850,290,2008,0,"98126",47.5439,-122.375,1140,976 +"1760650750","20141006T000000",320000,4,2.5,2300,3825,"2",0,0,3,7,2300,0,2012,0,"98042",47.3594,-122.082,2110,3825 +"1607100038","20140921T000000",500000,4,3.25,2670,5001,"1",0,0,3,9,1640,1030,2013,0,"98108",47.5666,-122.293,1610,5001 +"1862400176","20140505T000000",631625,4,2.5,2440,6651,"2",0,0,3,9,2440,0,2014,0,"98117",47.6971,-122.371,1350,7653 +"5457801833","20150127T000000",850000,2,2.5,1611,2210,"2",0,2,3,10,1611,0,2005,0,"98109",47.6291,-122.347,2070,2182 +"8562770110","20141027T000000",600000,3,3.5,2710,3290,"2",0,0,3,8,1650,1060,2006,0,"98027",47.5367,-122.072,2440,3290 +"2623039019","20140508T000000",988500,3,2.75,2015,16807,"2",1,4,3,9,2015,0,2007,0,"98166",47.45,-122.377,1780,12310 +"9578500690","20150327T000000",430236,4,3.25,3444,5166,"2",0,0,3,8,2714,730,2014,0,"98023",47.2966,-122.348,2848,5182 +"0711000110","20140915T000000",1.26652e+006,3,2.5,3060,9576,"2",0,0,3,10,3060,0,2005,0,"98004",47.5928,-122.199,3060,9579 +"2597490750","20150428T000000",689500,4,2.5,2050,2772,"2",0,0,3,8,2050,0,2013,0,"98029",47.5431,-122.011,1800,2886 +"6056100165","20141201T000000",175003,3,1.5,1390,1882,"2",0,0,3,7,1390,0,2014,0,"98108",47.5667,-122.297,1490,2175 +"2767603824","20140915T000000",459000,2,2.5,1240,1249,"3",0,0,3,8,1240,0,2006,0,"98107",47.6718,-122.386,1240,2500 +"7237550110","20150424T000000",1.18e+006,4,3.25,3750,74052,"2",0,0,3,10,3750,0,2013,0,"98053",47.658,-122.006,4920,74052 +"2325300037","20140902T000000",358000,3,3.25,1410,1442,"3",0,0,3,8,1360,50,2006,0,"98125",47.7183,-122.317,1500,1200 +"1085623710","20140714T000000",447055,4,2.5,2448,4949,"2",0,0,3,9,2448,0,2014,0,"98030",47.3428,-122.179,2815,5446 +"0774100475","20140627T000000",415000,3,2.75,2600,64626,"1.5",0,0,3,8,2600,0,2009,0,"98014",47.7185,-121.405,1740,64626 +"1489300215","20141013T000000",1.21e+006,4,3.25,3330,9000,"2",0,0,3,9,2870,460,2004,0,"98033",47.6836,-122.208,2550,6349 +"9828702902","20141021T000000",495000,2,2.25,1160,1010,"2",0,0,3,8,1000,160,2006,0,"98112",47.6207,-122.301,1200,1170 +"6371000100","20141120T000000",479000,2,2.25,1330,1380,"2",0,0,3,8,1060,270,2005,0,"98116",47.577,-122.41,1580,4802 +"2025069140","20150317T000000",1.898e+006,3,2.5,2830,4334,"3",1,4,3,10,2830,0,2006,0,"98074",47.6318,-122.071,2830,38211 +"2781280300","20141016T000000",249900,3,2.5,1610,3517,"2",0,0,3,8,1610,0,2005,0,"98055",47.4496,-122.189,1830,2889 +"9551201240","20141030T000000",1.465e+006,4,2.5,2800,4000,"2",0,0,3,9,2800,0,2011,0,"98103",47.6695,-122.339,1770,4200 +"2726059144","20150410T000000",1.037e+006,5,3.75,4570,10194,"2",0,0,3,11,4570,0,2006,0,"98034",47.718,-122.161,2040,7560 +"5363200100","20141020T000000",897000,4,2.5,2820,6120,"2",0,0,3,9,2820,0,2014,0,"98115",47.6911,-122.293,1510,6120 +"1725059330","20150327T000000",1.1e+006,4,2.5,2570,9470,"2",0,0,3,9,2570,0,2006,0,"98033",47.6548,-122.19,2570,10663 +"7234601140","20141113T000000",685000,3,2.25,1710,1193,"2",0,0,3,9,1140,570,2014,0,"98122",47.6173,-122.31,1510,1193 +"3057000300","20140930T000000",295000,3,1.5,1220,3286,"2",0,0,3,7,1220,0,1982,0,"98033",47.7168,-122.189,1220,2640 +"1972200553","20140804T000000",619000,3,2.25,1650,946,"3",0,0,3,8,1650,0,2014,0,"98103",47.6536,-122.354,1570,1283 +"6371000148","20141125T000000",439108,2,1.5,1130,1340,"2",0,0,3,8,910,220,2008,0,"98116",47.5761,-122.41,1310,1340 +"0301400850","20150220T000000",260000,3,2.25,1489,2800,"2",0,0,3,7,1489,0,2011,0,"98002",47.3452,-122.215,1584,3200 +"1123049232","20140606T000000",279000,5,2.5,2690,5557,"2",0,0,3,7,2690,0,2012,0,"98178",47.4914,-122.253,2090,10500 +"3654200037","20150330T000000",380000,3,2.25,1530,1305,"2",0,0,3,7,1116,414,2007,0,"98177",47.7034,-122.357,1320,1427 +"7299601790","20141107T000000",287000,3,2.5,1600,6315,"2",0,0,3,8,1600,0,2013,0,"98092",47.2611,-122.198,1608,4300 +"2771101921","20141211T000000",377000,2,1.5,1000,1251,"2",0,0,3,7,930,70,2006,0,"98199",47.6529,-122.384,1420,1187 +"3566800485","20150223T000000",649950,4,3.5,2440,3012,"3",0,1,3,8,2440,0,2005,0,"98117",47.6923,-122.392,1860,4650 +"2767601311","20141024T000000",445000,3,2.5,1260,1102,"3",0,0,3,8,1260,0,2007,0,"98107",47.675,-122.387,1320,2500 +"9137101696","20150504T000000",605000,3,2.5,1660,1692,"3",0,0,3,7,1610,50,2005,0,"98115",47.6801,-122.322,1210,1230 +"9528104345","20140923T000000",475000,3,2.25,1190,1137,"2",0,0,3,7,960,230,1999,0,"98115",47.677,-122.325,1190,1080 +"3753000100","20140828T000000",399000,3,3,1520,1884,"3",0,0,3,8,1520,0,2009,0,"98125",47.7176,-122.284,1360,1939 +"6798100690","20150420T000000",718000,5,2.75,3250,8100,"2",0,0,3,8,3250,0,2014,0,"98125",47.7133,-122.311,1270,8100 +"0148000475","20140528T000000",1.4e+006,4,3.25,4700,9160,"1",0,4,3,11,2520,2180,2005,0,"98116",47.5744,-122.406,2240,8700 +"3277801417","20140516T000000",341000,3,2.5,1480,1663,"2",0,0,3,9,1180,300,2012,0,"98126",47.5443,-122.375,1380,1537 +"8682320090","20140519T000000",818000,2,2.5,2380,9374,"1",0,2,3,8,2380,0,2011,0,"98053",47.7095,-122.019,1610,5000 +"9828701507","20141202T000000",759000,3,2.25,1640,1873,"3",0,0,3,8,1640,0,2014,0,"98112",47.6196,-122.297,1640,3920 +"3362400432","20140611T000000",547500,3,3.5,1650,2262,"3",0,0,3,8,1650,0,2010,0,"98103",47.6823,-122.347,1620,3166 +"0856000195","20140521T000000",2.7e+006,5,4.75,5305,8401,"2",0,2,3,11,3745,1560,2005,0,"98033",47.6864,-122.215,2960,7200 +"9396700028","20140722T000000",358000,2,2.5,1278,987,"2",0,0,3,7,1002,276,2007,0,"98136",47.5532,-122.381,1220,1287 +"8850000018","20141001T000000",412000,3,2.5,1200,813,"3",0,0,3,9,1200,0,2010,0,"98144",47.5894,-122.315,1750,4365 +"9524100207","20150130T000000",245000,2,1.5,690,1058,"2",0,0,3,7,690,0,2005,0,"98103",47.6951,-122.343,690,1058 +"1085623350","20141007T000000",460940,4,2.5,3202,4964,"2",0,0,3,9,3202,0,2014,0,"98030",47.3412,-122.179,2425,4886 +"7663700973","20140522T000000",321000,3,2.25,1347,1292,"3",0,0,3,7,1347,0,2010,0,"98125",47.7306,-122.291,1480,1865 +"7853420100","20140623T000000",633634,4,3.5,2960,6000,"2",0,0,3,9,2960,0,2014,0,"98065",47.5183,-121.886,2960,6000 +"1025039168","20140923T000000",290000,1,0.75,740,1284,"1",0,0,4,6,740,0,1928,0,"98107",47.6741,-122.406,1430,3988 +"0476000110","20150401T000000",445000,2,2.25,1200,1137,"3",0,0,3,7,1200,0,2007,0,"98107",47.6715,-122.392,1280,1295 +"2254100090","20150407T000000",887250,5,3.5,4320,7502,"2",0,0,3,9,3500,820,2012,0,"98056",47.5235,-122.168,3250,7538 +"8682320600","20140911T000000",739000,3,2.5,2310,7348,"1",0,3,3,8,2310,0,2010,0,"98053",47.7116,-122.019,2310,7153 +"9834201366","20141216T000000",429900,3,2,1490,1286,"3",0,0,3,8,1490,0,2014,0,"98144",47.57,-122.288,1420,1230 +"7625702451","20150106T000000",459000,3,2,1480,800,"2",0,0,3,8,1000,480,2014,0,"98136",47.5492,-122.387,1480,886 +"0301402120","20140625T000000",240000,3,2.25,1481,2820,"2",0,0,3,7,1481,0,2012,0,"98002",47.3457,-122.217,1481,3028 +"6382500076","20140910T000000",566950,3,3,1730,1902,"3",0,0,3,8,1730,0,2014,0,"98117",47.6944,-122.377,1830,1804 +"3758900259","20140507T000000",1.04e+006,4,3.5,3900,8391,"2",0,0,3,10,3900,0,2006,0,"98033",47.6979,-122.205,3820,12268 +"3126049446","20150310T000000",343000,3,3.5,1130,1449,"3",0,0,3,7,1130,0,2005,0,"98103",47.6968,-122.348,1130,1200 +"3744000100","20141111T000000",572115,4,3.25,3230,4838,"2",0,0,3,9,3230,0,2014,0,"98038",47.3559,-122.023,2980,5094 +"9510860750","20150108T000000",918000,5,3.5,3920,5150,"2",0,0,3,9,2820,1100,2004,0,"98052",47.6638,-122.084,3170,5530 +"7228500037","20150505T000000",555000,2,1.5,1190,1361,"2",0,0,3,8,1190,0,2007,0,"98122",47.6161,-122.302,1280,3360 +"3814900750","20140716T000000",399440,4,2.5,2311,4396,"2",0,0,3,9,2311,0,2014,0,"98092",47.3276,-122.163,2458,4616 +"1294300038","20140711T000000",450000,3,2.5,1810,914,"3",0,0,3,8,1380,430,2008,0,"98116",47.5732,-122.387,1810,914 +"7853350090","20140604T000000",648000,4,2.5,3290,6203,"2",0,0,3,9,3290,0,2008,0,"98065",47.5441,-121.86,2990,6835 +"9211010900","20140618T000000",580000,4,2.5,3250,5000,"2",0,0,3,8,3250,0,2008,0,"98059",47.4988,-122.148,3230,5507 +"1085623250","20150331T000000",415000,4,2.5,2544,4071,"2",0,0,3,9,2544,0,2013,0,"98030",47.341,-122.179,2358,4179 +"2025049192","20141021T000000",527500,3,2.5,1380,1389,"3",0,0,3,8,1380,0,2008,0,"98102",47.6427,-122.327,1380,1249 +"7625703354","20140730T000000",384000,3,2.25,1430,800,"2",0,0,3,8,1140,290,2011,0,"98136",47.5477,-122.388,1430,1387 +"2051200436","20140820T000000",692000,3,2.5,3490,28213,"1.5",0,2,3,9,2242,1248,2009,0,"98070",47.365,-122.456,2120,56628 +"3880900236","20140822T000000",455000,2,1.5,910,966,"2",0,0,3,8,820,90,2006,0,"98119",47.627,-122.361,2740,6400 +"1646502355","20150403T000000",1.28e+006,4,3.25,3080,4120,"2",0,0,3,9,2380,700,2014,0,"98117",47.6845,-122.359,1410,4120 +"2619950110","20140624T000000",415000,3,2.5,2280,6031,"2",0,0,3,8,2280,0,2011,0,"98019",47.7322,-121.966,2430,7200 +"1964700054","20141222T000000",975000,3,2.5,1660,1344,"3",0,0,3,8,1660,0,2008,0,"98102",47.644,-122.327,1750,2040 +"1926059039","20141006T000000",799950,4,2.5,3320,7429,"2",0,0,3,9,3320,0,2014,0,"98034",47.7189,-122.225,1840,7429 +"3438500037","20150405T000000",545000,5,4,1680,7268,"1",0,0,3,8,1370,310,2008,0,"98106",47.5571,-122.356,2040,8259 +"9578501110","20141003T000000",429900,4,3.5,2584,5005,"2",0,0,3,8,2584,0,2014,0,"98023",47.296,-122.35,2767,5201 +"8856004786","20140729T000000",275000,3,2.5,2217,8019,"2",0,0,3,7,2217,0,2009,0,"98001",47.2776,-122.251,1470,8037 +"7708200600","20140718T000000",498000,3,2.5,2480,4136,"2",0,0,3,8,2480,0,2009,0,"98059",47.493,-122.147,2510,4314 +"9492500090","20140527T000000",754950,3,2.5,2610,7256,"2",0,0,3,9,2610,0,2014,0,"98033",47.695,-122.18,2610,7206 +"8691440100","20140606T000000",895000,4,3,3240,5562,"2",0,0,3,10,3240,0,2013,0,"98075",47.5919,-121.975,3380,5562 +"7222000090","20140506T000000",580000,4,3.25,3569,8327,"2",0,0,3,10,3569,0,2013,0,"98055",47.4595,-122.208,2550,5251 +"3321049112","20150222T000000",379900,4,2.5,3181,5831,"2",0,0,3,8,3181,0,2014,0,"98003",47.2716,-122.297,2056,24393 +"2911000100","20150310T000000",245000,4,2.5,1921,4888,"2",0,0,3,7,1921,0,2009,0,"98001",47.2689,-122.24,1921,9140 +"3862710090","20140826T000000",417000,3,2.5,1570,4926,"2",0,0,3,8,1570,0,2014,0,"98065",47.5342,-121.842,1800,3202 +"8648900110","20140505T000000",555000,3,2.5,1940,3211,"2",0,0,3,8,1940,0,2009,0,"98027",47.5644,-122.093,1880,3078 +"8648900110","20140826T000000",555000,3,2.5,1940,3211,"2",0,0,3,8,1940,0,2009,0,"98027",47.5644,-122.093,1880,3078 +"6791400100","20140910T000000",353000,4,2.5,2210,13721,"2",0,0,3,8,2210,0,2009,0,"98042",47.3122,-122.039,1850,12951 +"2768301477","20150425T000000",539000,3,2.25,1280,1187,"2",0,0,3,8,1080,200,2008,0,"98107",47.6651,-122.368,1280,1681 +"0126039256","20140904T000000",434900,3,2,1520,5040,"2",0,0,3,7,1520,0,1977,2006,"98177",47.777,-122.362,1860,8710 +"8562780110","20141202T000000",325000,2,2.25,1230,1078,"2",0,0,3,7,1160,70,2008,0,"98027",47.5324,-122.073,1240,817 +"8032700110","20150409T000000",650000,3,2.5,1480,2159,"3",0,0,3,8,1480,0,2007,0,"98103",47.6533,-122.341,1480,1554 +"5635100090","20150225T000000",379950,4,2.5,2612,5850,"2",0,0,3,8,2612,0,2014,0,"98030",47.3751,-122.189,2419,8984 +"2597490300","20141119T000000",700000,3,2.5,2350,4975,"2",0,0,3,8,2350,0,2012,0,"98029",47.5418,-122.01,2350,3951 +"9301300805","20141215T000000",675000,3,2.5,1300,1590,"2",0,0,3,8,1100,200,2014,0,"98109",47.6384,-122.343,1070,1223 +"3449000300","20140609T000000",379000,4,1.5,2020,7560,"1",0,0,4,7,2020,0,1960,0,"98059",47.502,-122.146,1410,8080 +"8562770490","20150330T000000",571000,3,2.5,2140,2867,"2",0,0,3,8,1960,180,2005,0,"98027",47.5357,-122.073,2280,2836 +"3052700464","20141024T000000",475000,3,2.25,1380,1621,"2",0,0,3,8,1140,240,2007,0,"98117",47.678,-122.375,1460,1403 +"9276200569","20140509T000000",769900,4,3.5,2730,3047,"2",0,0,3,8,2400,330,2006,0,"98116",47.5797,-122.391,1980,4600 +"7853280490","20141222T000000",633000,4,3.5,4220,5817,"2",0,0,3,9,2910,1310,2006,0,"98065",47.5392,-121.862,4290,6637 +"2883200524","20140512T000000",635000,3,2.5,1570,1433,"3",0,0,3,8,1570,0,2010,0,"98103",47.6858,-122.336,1570,2652 +"3630200300","20140725T000000",1.238e+006,4,3.5,4670,6000,"2",0,3,3,11,3820,850,2007,0,"98027",47.5414,-121.994,4310,6000 +"1383800015","20150108T000000",524000,3,2.25,1370,1007,"3",0,0,3,8,1330,40,2009,0,"98107",47.6682,-122.361,1570,1635 +"1441000090","20141126T000000",485000,4,3.5,3273,5115,"2",0,0,3,8,2671,602,2014,0,"98055",47.4477,-122.204,2996,5100 +"3760500407","20140521T000000",1.03e+006,3,4,3880,13095,"2",0,3,3,11,3700,180,2009,0,"98034",47.6996,-122.233,3880,10830 +"9528101214","20141024T000000",650000,3,3.5,1494,1262,"3",0,0,3,8,1494,0,2011,0,"98115",47.6826,-122.324,1494,1264 +"2801910100","20141001T000000",754842,3,2.5,2930,5641,"2",0,0,3,8,2930,0,2013,0,"98052",47.71,-122.113,3300,5641 +"1085623640","20140924T000000",428900,4,2.5,2598,5553,"2",0,0,3,9,2598,0,2014,0,"98092",47.3412,-122.178,2502,4900 +"7299601460","20140623T000000",329900,3,2.5,2242,4995,"2",0,0,3,8,2242,0,2011,0,"98092",47.2595,-122.202,1798,4942 +"1070000110","20141218T000000",1.03529e+006,4,2.5,2830,5932,"2",0,0,3,9,2830,0,2014,0,"98199",47.6479,-122.408,2840,5593 +"7853360820","20140909T000000",544999,4,2.5,2710,6937,"2",0,0,3,7,2710,0,2009,0,"98065",47.5153,-121.871,2380,5866 +"7436700090","20140529T000000",449950,4,2.75,2320,4344,"2",0,0,3,8,2320,0,2012,0,"98059",47.4862,-122.163,2310,3770 +"3034200399","20150113T000000",635000,4,2.5,2720,7991,"2",0,0,3,9,2720,0,2006,0,"98133",47.7168,-122.331,1590,8611 +"0889000015","20141103T000000",599000,3,1.75,1650,1180,"3",0,0,3,8,1650,0,2014,0,"98105",47.6638,-122.319,1650,1960 +"2767704252","20141103T000000",478000,3,3.25,1430,1348,"2",0,0,3,8,1160,270,2008,0,"98107",47.6743,-122.374,1160,1265 +"2143700756","20140929T000000",388000,4,2.5,2090,5040,"2",0,0,3,9,2090,0,2014,0,"98055",47.4797,-122.23,1430,12000 +"8946780110","20140804T000000",809950,4,3.5,3660,4903,"2",0,0,3,9,2760,900,2014,0,"98034",47.7184,-122.156,3630,4992 +"6790830090","20150415T000000",1.06e+006,4,3.5,4220,8417,"3",0,0,3,10,4220,0,2012,0,"98075",47.5869,-122.054,3730,8435 +"2768100512","20150422T000000",659000,2,2.5,1450,1213,"2",0,0,3,9,1110,340,2015,0,"98107",47.6692,-122.372,1620,1456 +"9477580110","20140626T000000",971971,4,3.75,3460,6738,"2",0,0,3,11,3460,0,2013,0,"98059",47.506,-122.145,3340,6120 +"7625702437","20150115T000000",389000,3,2.5,1350,874,"3",0,0,3,8,1270,80,2006,0,"98136",47.5491,-122.387,1350,886 +"5416510490","20140708T000000",355000,4,2.75,3000,5470,"2",0,0,3,8,3000,0,2005,0,"98038",47.3613,-122.038,2420,4891 +"1123059125","20141208T000000",551500,4,2.5,2950,10003,"2",0,0,3,9,2950,0,2006,0,"98059",47.489,-122.14,2790,9323 +"7237450110","20140701T000000",417838,4,2.5,2530,5048,"2",0,0,3,8,2530,0,2014,0,"98038",47.3559,-122.063,2530,4359 +"0250000090","20140714T000000",1.75e+006,4,4.5,4650,7660,"2",0,0,3,11,3640,1010,2008,0,"98004",47.6349,-122.198,1710,8400 +"2025049206","20140611T000000",399950,2,1,710,1131,"2",0,0,4,7,710,0,1943,0,"98102",47.6413,-122.329,1370,1173 +"5631500941","20140715T000000",740000,4,2.5,3050,8000,"2",0,0,3,9,3050,0,2007,0,"98028",47.7465,-122.231,1910,8000 +"8562780490","20150223T000000",335000,3,2.5,1150,683,"2",0,0,3,7,1150,0,2013,0,"98027",47.5323,-122.071,1150,755 +"3262300485","20150421T000000",2.25e+006,5,5.25,3410,8118,"2",0,0,3,11,3410,0,2006,0,"98039",47.6295,-122.236,3410,16236 +"5693500846","20150420T000000",667000,3,1.75,1370,1921,"3",0,0,3,8,1370,0,2007,0,"98103",47.6595,-122.351,1370,4000 +"0925059313","20150312T000000",920000,4,2.5,3540,7009,"2",0,0,3,9,3540,0,2007,0,"98033",47.6749,-122.176,2150,10290 +"2461900492","20140511T000000",368000,3,2.5,1370,1350,"2",0,0,3,7,1010,360,2007,0,"98136",47.5534,-122.382,1450,6000 +"6817750110","20140710T000000",307000,4,2.5,1714,3080,"2",0,0,3,8,1714,0,2009,0,"98055",47.429,-122.188,1714,3250 +"3574770100","20150116T000000",550000,4,2.75,3650,4534,"2",0,0,3,7,2940,710,2014,0,"98028",47.7397,-122.224,2400,7682 +"8564860110","20150113T000000",594491,4,2.5,2990,6037,"2",0,0,3,9,2990,0,2013,0,"98045",47.4766,-121.735,2990,5992 +"1085622460","20140929T000000",460458,4,2.5,3284,6516,"2",0,0,3,8,3284,0,2014,0,"98092",47.3393,-122.181,2555,5008 +"1777600850","20140624T000000",859000,4,2.25,3550,13900,"1",0,0,3,8,1830,1720,2010,0,"98006",47.5681,-122.127,2770,12200 +"9284801500","20141211T000000",399950,3,3,1860,2875,"2",0,0,3,8,1710,150,2009,0,"98126",47.5511,-122.373,1350,4830 +"7217400389","20150401T000000",547500,3,3.25,1720,1977,"2",0,0,3,8,1360,360,2007,0,"98122",47.6127,-122.299,1720,3420 +"3832051140","20140623T000000",310000,3,2.5,2540,4775,"2",0,0,3,7,2540,0,2006,0,"98042",47.3341,-122.052,2270,5000 +"0925059137","20140602T000000",939000,4,2.75,3270,12880,"2",0,0,3,9,3270,0,2014,0,"98033",47.6679,-122.172,2420,7505 +"6021503706","20141014T000000",329900,2,2.5,980,1021,"3",0,0,3,8,980,0,2008,0,"98117",47.6844,-122.387,980,1023 +"0475000176","20141222T000000",436000,3,2.5,1150,1193,"2",0,0,3,8,1020,130,2006,0,"98107",47.6684,-122.365,1450,1640 +"1220000367","20140716T000000",320000,3,2.5,1820,1855,"2",0,0,3,8,1570,250,2008,0,"98166",47.4643,-122.346,1470,6900 +"3278605590","20140926T000000",375000,3,2.5,1580,3825,"2",0,0,3,8,1580,0,2011,0,"98126",47.5458,-122.369,1380,1500 +"7203140110","20150324T000000",392137,3,2,1460,3696,"2",0,0,3,7,1460,0,2010,0,"98053",47.6861,-122.013,1720,3631 +"3818400110","20140826T000000",520000,4,2.5,2900,4950,"2",0,0,3,8,2900,0,2004,0,"98028",47.7717,-122.236,2590,4950 +"7702080110","20141016T000000",535000,5,2.75,2620,6389,"2",0,0,3,9,2620,0,2007,0,"98028",47.77,-122.236,2620,4504 +"0952002250","20150324T000000",407000,2,2.5,1340,999,"2",0,0,3,8,940,400,2008,0,"98116",47.5655,-122.386,1470,1436 +"9578500820","20141125T000000",424950,4,3.25,3266,5398,"2",0,0,3,8,3266,0,2014,0,"98023",47.2975,-122.35,3087,5152 +"3448000542","20140811T000000",290000,2,1.5,1076,1060,"3",0,0,3,7,1076,0,2006,0,"98125",47.7167,-122.298,1076,1060 +"9358000552","20141029T000000",399000,3,3.25,1680,1478,"2",0,0,3,8,1360,320,2009,0,"98126",47.5674,-122.369,1530,2753 +"2770601696","20140703T000000",439990,3,2.5,1930,1348,"2",0,0,3,8,1300,630,2005,0,"98199",47.6513,-122.384,1630,6000 +"9834201145","20150222T000000",635000,4,2.5,2880,3091,"2",0,0,3,9,1940,940,2014,0,"98144",47.5711,-122.286,1560,4080 +"3575305452","20140717T000000",635000,4,2.25,2240,5000,"2",0,0,3,8,2240,0,2013,0,"98074",47.6212,-122.058,1760,7500 +"6181500100","20150429T000000",351000,3,2.5,2594,4455,"2",0,0,3,8,2594,0,2012,0,"98001",47.3054,-122.276,2981,4950 +"2767604074","20140822T000000",437500,2,1.5,1210,1232,"3",0,0,3,8,1210,0,2007,0,"98107",47.6712,-122.39,1330,1174 +"2872100345","20140530T000000",919204,4,3.5,3760,5000,"2",0,0,3,9,2860,900,2014,0,"98117",47.6826,-122.394,1340,5000 +"2937300440","20140908T000000",923990,4,2.5,3600,6055,"2",0,0,3,9,3600,0,2014,0,"98052",47.7053,-122.126,3590,6050 +"2597490660","20140624T000000",639888,4,2.5,2050,2772,"2",0,0,3,8,2050,0,2012,0,"98029",47.5421,-122.011,2050,2934 +"3528900768","20150114T000000",675000,3,3.25,1510,2064,"2",0,0,3,8,1220,290,2008,0,"98109",47.6398,-122.345,1670,2594 +"3885802135","20140610T000000",899900,4,2.5,2580,3909,"2",0,0,3,8,2580,0,2013,0,"98033",47.6852,-122.21,1820,5772 +"3336500190","20150130T000000",252000,3,2.5,1670,4020,"2",0,0,3,7,1670,0,2009,0,"98118",47.53,-122.268,1670,4020 +"2425059174","20150317T000000",925000,4,2.5,3190,10034,"2",0,0,3,9,3190,0,2007,0,"98052",47.6379,-122.111,2110,9300 +"1890000170","20141029T000000",552000,3,2.5,1280,1920,"3",0,0,3,8,1280,0,2009,0,"98105",47.6621,-122.324,1450,1900 +"5137800130","20150407T000000",388500,4,2.5,2718,6197,"2",0,0,3,8,2718,0,2006,0,"98092",47.3255,-122.164,2667,5000 +"2767603753","20140829T000000",548000,2,2,1370,1878,"3",0,0,3,8,1370,0,2004,0,"98107",47.6721,-122.387,1280,1878 +"6181410950","20140922T000000",254950,3,2.5,1794,4769,"2",0,0,3,7,1794,0,2005,0,"98001",47.3052,-122.283,3557,4807 +"3226069049","20141208T000000",1.2375e+006,4,4.5,5120,41327,"2",0,0,3,10,3290,1830,2008,0,"98053",47.7009,-122.059,3360,82764 +"6056110430","20140930T000000",629000,3,2.5,2160,1912,"2",0,0,3,9,1970,190,2014,0,"98118",47.5642,-122.292,1810,2653 +"2916200091","20150303T000000",734000,4,2.5,2180,7204,"2",0,0,3,8,2180,0,2014,0,"98133",47.7221,-122.352,1500,7650 +"1773100980","20140618T000000",309000,3,2.25,1490,1294,"2",0,0,3,7,1220,270,2010,0,"98106",47.5569,-122.363,1490,1283 +"1123059126","20140703T000000",554950,3,2.5,2950,10254,"2",0,0,3,9,2950,0,2006,0,"98059",47.4888,-122.14,2800,9323 +"0825079024","20150506T000000",785000,3,2.75,2990,207781,"2",0,0,3,9,2990,0,2000,0,"98014",47.662,-121.944,2590,218671 +"8029770470","20140605T000000",550000,4,2.5,2700,5150,"2",0,0,3,9,2700,0,2007,0,"98059",47.5071,-122.148,3160,7620 +"1563102965","20140811T000000",1.01e+006,4,3.5,3130,5000,"3",0,0,3,10,3130,0,2014,0,"98116",47.5656,-122.403,1950,5152 +"5021900635","20141028T000000",1.575e+006,3,2,3620,14250,"2",0,0,3,8,3220,400,2007,0,"98040",47.5767,-122.225,2370,14250 +"9264450460","20140603T000000",309000,5,2.75,2481,4045,"2",0,0,3,8,2481,0,2014,0,"98001",47.2602,-122.284,2363,4175 +"7694200430","20140625T000000",328423,3,2.5,1730,3600,"2",0,0,3,8,1730,0,2014,0,"98146",47.5019,-122.34,2030,3600 +"7548301041","20140623T000000",345000,3,1.5,1420,1192,"2",0,0,3,8,1140,280,2008,0,"98144",47.5881,-122.304,1340,1213 +"0726059483","20141121T000000",660000,5,3.5,3160,5175,"2",0,0,3,9,3160,0,2014,0,"98011",47.755,-122.216,2100,9351 +"2771102144","20140502T000000",385000,3,3.25,1320,1327,"2",0,0,3,8,1040,280,2008,0,"98199",47.6506,-122.383,1440,1263 +"7011201476","20150318T000000",459000,2,2.25,1010,1107,"2",0,0,3,8,710,300,2006,0,"98119",47.6363,-122.371,1140,1531 +"0053500020","20150114T000000",248000,3,2.5,1870,4046,"2",0,0,3,7,1870,0,2007,0,"98042",47.342,-122.059,2130,4800 +"8920100066","20140820T000000",1.481e+006,4,3.5,5220,15411,"2",0,3,3,11,3550,1670,2006,0,"98075",47.592,-122.085,3110,14124 +"8091670020","20140801T000000",379000,4,2.5,2260,5824,"2",0,0,3,8,2260,0,2011,0,"98038",47.3496,-122.042,2240,5561 +"1176001310","20150304T000000",2.945e+006,5,4.5,4340,5722,"3",0,4,3,10,4340,0,2010,0,"98107",47.6715,-122.406,1770,5250 +"3629960680","20140926T000000",395000,2,2.25,1620,1841,"2",0,0,3,8,1540,80,2004,0,"98029",47.5483,-122.004,1530,1831 +"8562770250","20140507T000000",535000,3,2.5,2280,2289,"2",0,0,3,8,1880,400,2006,0,"98027",47.5375,-122.073,2280,2425 +"1102000514","20141022T000000",970000,5,3.5,3400,9804,"2",0,0,3,9,2550,850,2008,0,"98118",47.543,-122.266,2380,7440 +"1773100275","20150201T000000",205000,2,1.5,830,1020,"2",0,0,3,7,830,0,2006,0,"98106",47.5604,-122.363,830,1379 +"0321030010","20141015T000000",310000,4,2.5,2310,7384,"2",0,0,3,8,2310,0,2010,0,"98042",47.3737,-122.165,2310,7800 +"5393600509","20140702T000000",334500,2,1.5,830,1858,"2",0,0,3,7,830,0,2005,0,"98144",47.5828,-122.314,1480,3030 +"2895730280","20140828T000000",995000,5,3.25,4130,7197,"2",0,0,3,10,4130,0,2012,0,"98074",47.6022,-122.06,3730,7202 +"7967000130","20150401T000000",370228,4,3,2050,4000,"2",0,0,3,8,2050,0,2014,0,"98001",47.3525,-122.275,2050,4000 +"7570060290","20150304T000000",383000,4,2.5,2050,4953,"2",0,0,3,9,2050,0,2014,0,"98038",47.3448,-122.024,2340,6175 +"0291310170","20140804T000000",384500,3,2.5,1600,2610,"2",0,0,3,8,1600,0,2005,0,"98027",47.5344,-122.068,1445,1288 +"0923000425","20140718T000000",865000,5,2.5,3190,8160,"2",0,0,3,9,3190,0,2014,0,"98177",47.7246,-122.363,1650,8160 +"3630200780","20140522T000000",1.051e+006,4,3.75,3860,5474,"2.5",0,0,3,10,3860,0,2007,0,"98029",47.5396,-121.995,3040,5474 +"9578060660","20140513T000000",502000,4,2.5,2040,5616,"2",0,0,3,8,2040,0,2012,0,"98028",47.7737,-122.238,2380,4737 +"0250000010","20140924T000000",1.75e+006,4,3.5,3845,8400,"2",0,0,3,10,3845,0,2013,0,"98004",47.6354,-122.198,1710,8400 +"1438000010","20140912T000000",569995,4,2.5,2650,6875,"2",0,0,3,8,2650,0,2014,0,"98059",47.479,-122.124,2650,5831 +"6626300095","20140519T000000",749950,4,2.5,3430,64441,"2",0,0,3,8,3430,0,2013,0,"98077",47.7694,-122.064,3580,64441 +"8562901100","20141230T000000",550000,3,2.5,2430,5400,"2",0,0,3,8,2430,0,2007,0,"98074",47.6062,-122.057,2640,11990 +"6979970080","20140513T000000",525000,3,3.5,2876,5086,"2",0,0,3,8,2360,516,2007,0,"98072",47.7511,-122.173,2390,4419 +"7853320470","20140611T000000",516000,4,3.5,2550,8698,"2",0,0,3,7,2550,0,2007,0,"98065",47.5216,-121.869,2430,5519 +"1424069056","20140805T000000",1.35e+006,4,3.75,4100,61419,"2",0,0,3,9,4100,0,2014,0,"98029",47.5626,-122.005,2010,32362 +"3448740250","20150428T000000",440000,4,2.5,2730,4526,"2",0,0,3,7,2730,0,2009,0,"98059",47.491,-122.153,2190,4572 +"8129700728","20150414T000000",660000,3,2.5,1780,1729,"2",0,0,3,8,1080,700,2008,0,"98103",47.6594,-122.355,1780,1741 +"3832080440","20141209T000000",261950,3,2.5,1880,5000,"2",0,0,3,7,1880,0,2010,0,"98042",47.3359,-122.054,2260,5000 +"9512200050","20140827T000000",551000,5,3.75,3090,4943,"2",0,0,3,10,3090,0,2010,0,"98058",47.4594,-122.133,3191,5561 +"4027700014","20150225T000000",665000,3,3.5,2460,14155,"2",0,0,3,8,1900,560,2014,0,"98155",47.7743,-122.279,2440,14080 +"7853400250","20140604T000000",610000,4,3.5,2910,5260,"2",0,0,3,9,2910,0,2012,0,"98065",47.5168,-121.883,2910,5260 +"7853400250","20150219T000000",645000,4,3.5,2910,5260,"2",0,0,3,9,2910,0,2012,0,"98065",47.5168,-121.883,2910,5260 +"7853420480","20140618T000000",536751,3,1.75,1930,6360,"1",0,0,3,9,1930,0,2013,0,"98065",47.5181,-121.885,2770,6373 +"8943600020","20150426T000000",260000,3,2.25,1413,3403,"2",0,0,3,8,1413,0,2009,0,"98031",47.4196,-122.193,1763,3719 +"4221900305","20150121T000000",1.312e+006,3,3.25,4030,6300,"2",0,0,3,10,3630,400,2006,0,"98105",47.6664,-122.276,1660,6300 +"1112630130","20150220T000000",429900,4,3.25,2880,5929,"2.5",0,0,3,8,2880,0,2014,0,"98023",47.2752,-122.349,2880,5846 +"0123039376","20140820T000000",535000,4,2.75,2360,15100,"1",0,0,3,8,2360,0,2014,0,"98146",47.5117,-122.365,1440,13346 +"2767603962","20150414T000000",462550,2,1.75,1070,1276,"3",0,0,3,8,1070,0,2006,0,"98107",47.6719,-122.39,1290,2057 +"4083306552","20150310T000000",602000,3,3.25,1460,1367,"3",0,0,3,8,1460,0,2008,0,"98103",47.6485,-122.334,1310,1191 +"0745500010","20141208T000000",730000,4,2.75,3800,9606,"2",0,0,3,9,3800,0,2008,0,"98011",47.7368,-122.208,3400,9677 +"7899800851","20150423T000000",300500,2,1.5,1190,801,"3",0,0,3,8,1190,0,2010,0,"98106",47.5212,-122.358,1190,810 +"7853350170","20140516T000000",675000,5,2.5,3200,6455,"2",0,0,3,9,3200,0,2009,0,"98065",47.5446,-121.862,3290,7924 +"6056100380","20140520T000000",415000,3,2.25,1970,2377,"2",0,0,3,8,1680,290,2008,0,"98108",47.5631,-122.297,1690,1936 +"0626059127","20141117T000000",614000,3,2.5,2830,5831,"2",0,0,3,9,2830,0,2010,0,"98011",47.7744,-122.224,2830,6064 +"1459920190","20141204T000000",385000,4,2.5,2630,5701,"2",0,0,3,7,2630,0,2010,0,"98042",47.375,-122.16,2770,5939 +"3574750020","20140625T000000",594000,4,2.75,2720,4613,"2",0,0,3,9,2720,0,2005,0,"98028",47.7352,-122.223,2830,4836 +"2547200190","20140520T000000",860000,4,2.75,3160,8097,"2",0,0,3,9,3160,0,2014,0,"98033",47.6709,-122.166,2200,8097 +"9206500250","20140909T000000",1.1045e+006,4,4,3770,8899,"2",0,0,3,10,2940,830,2006,0,"98074",47.6476,-122.079,3300,8308 +"7202300480","20141024T000000",775000,4,2.75,3500,6226,"2",0,0,3,9,3500,0,2004,0,"98053",47.6846,-122.045,3480,7222 +"7237450190","20140806T000000",430760,5,2.75,2710,4685,"2",0,0,3,8,2710,0,2014,0,"98038",47.3555,-122.062,2710,4449 +"8682320420","20150427T000000",755000,2,2.5,2170,6361,"1",0,2,3,8,2170,0,2009,0,"98053",47.7109,-122.017,2310,7419 +"6003500743","20140519T000000",640000,2,2.25,1540,958,"3",0,0,3,9,1540,0,2007,0,"98122",47.6179,-122.318,1410,958 +"0328000182","20150501T000000",613500,3,3.25,1876,1531,"3",0,0,3,9,1876,0,2009,0,"98115",47.6864,-122.265,1876,1533 +"0821079102","20141017T000000",780000,4,3.5,3720,213073,"1",0,2,3,10,3720,0,2007,0,"98010",47.3216,-121.94,2190,59241 +"1622049242","20150304T000000",550000,4,2.5,3148,9612,"2",0,3,3,9,3148,0,2014,0,"98198",47.3994,-122.311,3000,11475 +"7203120050","20141008T000000",789500,4,3.25,3240,4852,"2",0,0,3,9,3240,0,2010,0,"98053",47.695,-122.022,3320,5318 +"7853360250","20140710T000000",592000,5,3.5,3340,5000,"2",0,0,3,8,2580,760,2012,0,"98065",47.5168,-121.871,3420,5000 +"1327600190","20150410T000000",454950,4,2.5,2413,5701,"2",0,0,3,8,2413,0,2014,0,"98042",47.3731,-122.159,2380,5725 +"4187000250","20150413T000000",475000,4,2.5,2500,4500,"2",0,0,3,7,2500,0,2010,0,"98059",47.4928,-122.149,2230,4500 +"2902201300","20141229T000000",659000,2,1.75,1180,904,"2",0,0,3,10,780,400,2014,0,"98102",47.6396,-122.329,1380,3610 +"1635500250","20141124T000000",570000,4,2.5,2890,5801,"2",0,0,3,9,2890,0,2005,0,"98028",47.7349,-122.238,2890,6286 +"6031400094","20150226T000000",347500,5,3,2230,6551,"1",0,0,3,7,1330,900,2014,0,"98168",47.487,-122.32,2230,9476 +"6601200250","20150402T000000",205000,4,2.5,1767,4500,"2",0,0,3,8,1767,0,2006,0,"98001",47.2607,-122.25,1949,4636 +"9358001403","20140903T000000",380000,3,3.25,1450,1468,"2",0,0,3,8,1100,350,2009,0,"98126",47.5664,-122.37,1450,1478 +"4216500020","20141003T000000",718000,5,2.75,2930,7663,"2",0,0,3,9,2930,0,2013,0,"98056",47.5308,-122.184,2750,10335 +"1438000440","20140724T000000",515805,5,2.75,2710,4136,"2",0,0,3,8,2710,0,2014,0,"98059",47.4786,-122.123,2590,4136 +"6061500130","20140714T000000",1.02928e+006,4,3.25,3600,18645,"2",0,1,3,10,3000,600,2013,0,"98059",47.5294,-122.154,3970,10957 +"3862710050","20141113T000000",437718,3,2.5,1800,3265,"2",0,0,3,8,1800,0,2014,0,"98065",47.5338,-121.841,1800,3663 +"7604400114","20140814T000000",450000,4,2.5,2290,5515,"2",0,0,3,8,2290,0,2006,0,"98106",47.5518,-122.357,1380,5515 +"9828702649","20141028T000000",515000,3,2.5,1510,1178,"2",0,0,3,8,1060,450,2007,0,"98122",47.6181,-122.301,1510,1210 +"2946003947","20150302T000000",204000,2,2.5,1090,13444,"2",0,0,3,7,1090,0,2007,0,"98198",47.4166,-122.319,1380,6000 +"0993000307","20140523T000000",360000,3,2,1270,1323,"3",0,0,3,8,1270,0,2006,0,"98103",47.6934,-122.342,1330,1323 +"3362400094","20141203T000000",550000,3,2.25,1540,1005,"3",0,0,3,8,1540,0,2008,0,"98103",47.6827,-122.346,1510,1501 +"7853380480","20140529T000000",650880,3,2.5,2930,6050,"2",0,0,3,9,2930,0,2008,0,"98065",47.5151,-121.883,2760,5765 +"3893100462","20150225T000000",1.78995e+006,5,3.75,4360,8504,"2",0,4,3,10,3530,830,2014,0,"98033",47.6936,-122.19,2680,9000 +"2326600130","20150225T000000",895900,4,3.5,3640,4983,"2",0,3,3,9,2790,850,2014,0,"98075",47.5619,-122.027,3270,14700 +"3424069008","20140606T000000",585000,4,2.5,2430,4747,"2",0,0,3,8,2430,0,2008,0,"98027",47.5285,-122.031,1930,7200 +"3277801586","20150508T000000",380000,3,2.25,1520,1464,"2",0,0,3,8,1240,280,2010,0,"98126",47.543,-122.375,1710,1464 +"5045700250","20141118T000000",565997,5,2.75,2730,5820,"2",0,0,3,8,2730,0,2014,0,"98059",47.4856,-122.154,2730,5700 +"3278603000","20150504T000000",459000,3,3,2440,2076,"2",0,0,3,8,1930,510,2006,0,"98126",47.5476,-122.37,2440,2310 +"7548800050","20150421T000000",550000,3,3.75,1580,1303,"2",0,0,3,8,1340,240,2010,0,"98144",47.5875,-122.315,1560,1294 +"1972201964","20140725T000000",500000,3,2.25,1420,983,"3",0,0,3,8,1420,0,2006,0,"98103",47.6533,-122.346,1530,1280 +"3395070980","20150327T000000",461500,5,3.25,2820,3275,"2",0,0,3,8,2230,590,2006,0,"98118",47.5339,-122.284,2610,3275 +"5710000005","20140522T000000",2.15e+006,4,5.5,5060,10320,"2",0,0,3,11,5060,0,2008,0,"98004",47.6245,-122.21,3010,10080 +"9319800050","20150421T000000",790000,4,2.5,2650,5000,"2",0,0,3,8,2650,0,2007,0,"98116",47.5605,-122.396,1110,6250 +"3303700221","20140627T000000",735000,3,2.25,1490,1212,"2",0,0,3,9,1040,450,2011,0,"98112",47.6226,-122.313,1490,1337 +"3304300080","20150330T000000",588000,4,2.5,3060,7710,"2",0,0,3,9,3060,0,2009,0,"98059",47.4828,-122.136,3040,7840 +"0642800130","20150513T000000",724500,3,3.25,3240,4185,"2",0,0,3,8,2770,470,2011,0,"98075",47.5794,-122.03,2660,4692 +"6192410480","20140709T000000",749000,3,2.75,2820,5348,"2",0,0,3,9,2820,0,2008,0,"98052",47.7073,-122.118,3140,5640 +"6127000480","20140918T000000",720000,5,3.5,4140,7642,"2",0,0,3,8,4140,0,2003,0,"98075",47.591,-122.008,3330,6953 +"6145601599","20140611T000000",250000,2,1.5,982,846,"2",0,0,3,8,806,176,2006,0,"98133",47.7034,-122.345,1010,3844 +"3630200460","20150327T000000",790000,3,2.75,2460,3600,"2",0,0,3,9,2460,0,2007,0,"98029",47.5409,-121.994,2570,3600 +"3845101100","20150121T000000",392440,4,2.5,2547,4800,"2",0,0,3,9,2547,0,2014,0,"98092",47.2592,-122.194,2598,4800 +"6792200066","20140725T000000",280000,4,2.25,1834,7460,"2",0,0,3,8,1834,0,2012,0,"98042",47.3568,-122.163,1979,9008 +"5317100294","20141113T000000",1.333e+006,4,4.5,3130,5126,"3",0,0,3,10,2450,680,2014,0,"98112",47.6239,-122.29,2540,7784 +"8150600250","20141217T000000",649000,4,2.5,2730,4847,"2",0,0,3,9,2730,0,2008,0,"98126",47.549,-122.374,1250,4840 +"9376301112","20141031T000000",457000,2,2.5,1380,1329,"2",0,0,3,8,1050,330,2008,0,"98117",47.6903,-122.37,1360,3750 +"0856000635","20150323T000000",2.225e+006,4,4.25,4700,10800,"2",0,1,3,11,3910,790,2002,0,"98033",47.6882,-122.214,2370,7680 +"9320350130","20140823T000000",453000,3,3,2330,4284,"2",0,0,3,9,1920,410,2004,0,"98108",47.5547,-122.308,2330,3709 +"7694200380","20140922T000000",329780,3,2.5,1730,3600,"2",0,0,3,8,1730,0,2014,0,"98146",47.5014,-122.34,2030,3600 +"0635000009","20141112T000000",1.05e+006,2,2.5,2350,2390,"3",0,2,3,10,2000,350,2007,0,"98144",47.5999,-122.286,1950,2390 +"7853440050","20150505T000000",771005,5,4.5,4000,6713,"2",0,0,3,9,4000,0,2015,0,"98024",47.5254,-121.886,3690,6600 +"8563010130","20140725T000000",1.3e+006,3,2.5,3350,7752,"1",0,0,3,9,2180,1170,2009,0,"98008",47.6263,-122.099,2570,7988 +"2767604592","20140619T000000",607500,3,3.25,1530,1612,"3",0,0,3,8,1530,0,2006,0,"98107",47.6706,-122.378,1530,1611 +"1332700020","20150116T000000",278000,2,2.25,1610,1968,"2",0,0,4,7,1610,0,1979,0,"98056",47.5184,-122.196,1950,1968 +"1442870440","20140702T000000",475000,4,2.75,2620,6178,"2",0,0,3,8,2620,0,2013,0,"98045",47.4823,-121.771,2790,6538 +"5347200179","20140814T000000",270000,3,2,1300,1920,"2",0,0,3,8,850,450,2006,0,"98126",47.5183,-122.376,1300,1344 +"8924100372","20150423T000000",1.302e+006,4,3.5,3590,5334,"2",0,2,3,9,3140,450,2006,0,"98115",47.6763,-122.267,2100,6250 +"6666830170","20140811T000000",778983,4,2.5,2490,5647,"2",0,0,3,8,2490,0,2014,0,"98052",47.7043,-122.114,2970,5450 +"3336000052","20141022T000000",221000,3,2.5,1320,1780,"2",0,0,3,7,880,440,2005,0,"98118",47.528,-122.269,3040,6000 +"2895800380","20140821T000000",338800,4,2.25,1800,2752,"2",0,0,3,8,1800,0,2014,0,"98106",47.5165,-122.346,1800,2752 +"1042700250","20140804T000000",834995,5,1.5,3360,5225,"2",0,0,3,9,3360,0,2014,0,"98074",47.6072,-122.053,3230,5368 +"7787920250","20150501T000000",550000,4,2.5,3220,9328,"2",0,0,3,8,3220,0,2006,0,"98019",47.7273,-121.958,3020,9300 +"3026059363","20141031T000000",575000,3,3.5,2514,1559,"2",0,0,3,8,2024,490,2007,0,"98034",47.7044,-122.209,2090,10454 +"3590000050","20140923T000000",649000,4,2.75,3130,9711,"2",0,0,3,9,3130,0,2014,0,"98059",47.4823,-122.124,1570,10500 +"7853361410","20140530T000000",545000,4,2.5,2720,4738,"2",0,0,3,8,2720,0,2012,0,"98065",47.515,-121.869,2590,5740 +"1355300009","20141120T000000",625000,2,2.25,1390,916,"2",0,0,3,8,1165,225,2007,0,"98122",47.6168,-122.314,1415,1488 +"8835800010","20141223T000000",1.042e+006,4,4.5,4920,270236,"2",0,3,3,10,3820,1100,2006,0,"98045",47.4695,-121.775,4920,260924 +"9268851680","20140516T000000",611000,3,2.5,2134,1984,"2.5",0,0,3,8,2134,0,2008,0,"98027",47.5402,-122.027,2170,1984 +"8096800500","20150317T000000",300000,3,2.5,1741,5701,"2",0,0,3,8,1741,0,2012,0,"98030",47.379,-122.184,2002,5700 +"7202261060","20141229T000000",577000,3,2.5,2560,5238,"2",0,0,3,8,2560,0,2001,0,"98053",47.6887,-122.04,2560,5185 +"7237450130","20141020T000000",349990,4,2.5,2220,3561,"2",0,0,3,8,2220,0,2014,0,"98038",47.3561,-122.063,2530,4449 +"3630130010","20140714T000000",650000,3,2.5,1910,4363,"2",0,0,3,9,1910,0,2006,0,"98029",47.5482,-121.996,1890,3732 +"0567000381","20150328T000000",378000,2,1.5,980,853,"2",0,0,3,7,820,160,2009,0,"98144",47.5925,-122.295,1130,1270 +"1760650290","20150205T000000",313200,3,2.5,1950,4197,"2",0,0,3,7,1950,0,2013,0,"98042",47.3613,-122.081,2300,4178 +"1024069215","20140912T000000",1.20669e+006,5,4.25,4150,12015,"2",0,0,3,10,4150,0,2014,0,"98075",47.5816,-122.021,3230,27520 +"1105000373","20150506T000000",252500,2,1.5,1110,986,"2",0,0,3,7,950,160,2009,0,"98118",47.5427,-122.272,1110,3515 +"1773100561","20150305T000000",308000,3,2.5,1250,1150,"2",0,0,3,8,1080,170,2009,0,"98106",47.5582,-122.363,1250,1150 +"9510860840","20140515T000000",803100,4,2.5,3310,5404,"2",0,0,3,9,3310,0,2004,0,"98052",47.6635,-122.083,2600,4730 +"4187000660","20140618T000000",415000,4,2.5,2020,5501,"2",0,0,3,7,2020,0,2010,0,"98059",47.4937,-122.15,2020,5494 +"7203120020","20140814T000000",785000,4,3.5,3310,4850,"2",0,0,3,9,3310,0,2010,0,"98053",47.6954,-122.022,3320,5955 +"8559300020","20140528T000000",499950,4,2.5,2798,4473,"2",0,0,3,9,2798,0,2012,0,"98055",47.4295,-122.205,2358,4593 +"3356402705","20150317T000000",216000,4,2.5,1847,8000,"2",0,0,3,7,1847,0,2008,0,"98001",47.2874,-122.257,1767,8000 +"0662440020","20150226T000000",380000,4,2.5,2420,4981,"2",0,0,3,9,2420,0,2009,0,"98038",47.3785,-122.023,2420,5000 +"0255370020","20141106T000000",345000,4,2.5,2020,3600,"2",0,0,3,7,2020,0,2012,0,"98038",47.3535,-122.017,2210,3800 +"0293810190","20141104T000000",456500,4,2.5,2400,6811,"2",0,0,3,8,2400,0,2007,0,"98059",47.4959,-122.15,2710,5314 +"8091670190","20141104T000000",382495,3,2.5,1760,5390,"1",0,0,3,8,1760,0,2014,0,"98038",47.3482,-122.042,2310,5117 +"1760650280","20150306T000000",324950,4,2.5,2110,4178,"2",0,0,3,7,2110,0,2013,0,"98042",47.3612,-122.081,2300,4142 +"6306800010","20140811T000000",436472,4,2.5,2692,8392,"2",0,0,3,9,2692,0,2014,0,"98030",47.3519,-122.197,2574,14446 +"0982850010","20140530T000000",365250,3,2.25,1490,4522,"2",0,0,3,7,1490,0,2009,0,"98028",47.7611,-122.233,1580,4667 +"6705600020","20150324T000000",919990,5,3.25,3960,6352,"2",0,0,3,10,3960,0,2014,0,"98075",47.5806,-122.055,2930,9875 +"9478550430","20150429T000000",316475,4,2.5,1740,4642,"2",0,0,3,7,1740,0,2012,0,"98042",47.3686,-122.117,1950,4642 +"5498100010","20150324T000000",425000,4,2.5,1940,4517,"1",0,0,3,8,1190,750,2010,0,"98028",47.776,-122.26,1910,10410 +"7625702901","20150311T000000",302860,2,1,970,3279,"2",0,0,3,7,790,180,2007,0,"98136",47.5469,-122.383,1150,1351 +"0301401410","20140722T000000",298000,3,2.5,1852,4000,"2",0,0,3,7,1852,0,2014,0,"98002",47.3455,-122.21,2166,4000 +"0251500080","20140826T000000",3.204e+006,4,4,4810,18851,"2",0,3,3,11,4810,0,2007,0,"98004",47.6364,-122.214,3970,19929 +"0521049227","20141201T000000",950000,4,4,5635,9695,"2",0,3,3,10,4360,1275,2011,0,"98003",47.3389,-122.334,3726,9765 +"0100300500","20141121T000000",333000,3,2.5,1520,3041,"2",0,0,3,7,1520,0,2009,0,"98059",47.4874,-122.152,1820,3229 +"8669160460","20150305T000000",289950,3,2.5,2099,4275,"2",0,0,3,7,2099,0,2010,0,"98002",47.3521,-122.211,2099,4275 +"2810100007","20150506T000000",419950,3,2.25,1250,811,"3",0,0,3,8,1250,0,2014,0,"98136",47.5419,-122.388,1250,1232 +"6749700006","20140715T000000",306000,2,1.5,1090,1183,"3",0,0,3,8,1090,0,2008,0,"98103",47.6974,-122.349,1110,1384 +"1085623730","20141129T000000",498445,4,2.5,3216,5902,"2",0,0,3,9,3216,0,2014,0,"98030",47.3425,-122.179,2815,4916 +"6666830430","20140620T000000",775950,4,2.5,2970,4400,"2",0,0,3,8,2970,0,2014,0,"98052",47.705,-122.114,3010,4892 +"7852110380","20140703T000000",605000,3,2.5,2610,6405,"2",0,0,3,8,2610,0,2001,0,"98065",47.5373,-121.874,2580,6285 +"8080400177","20140909T000000",520000,2,1.75,1340,1368,"2",0,0,3,7,1060,280,2006,0,"98122",47.618,-122.311,2480,1707 +"0293070010","20141028T000000",849990,4,2.75,3300,4987,"2",0,0,3,9,3300,0,2014,0,"98074",47.6175,-122.056,3520,5453 +"9144100007","20140604T000000",767450,3,2,1630,7599,"1",0,0,3,10,1630,0,2006,0,"98117",47.6981,-122.376,2030,7599 +"7234601142","20140808T000000",665000,3,2.25,1590,929,"2",0,0,3,9,1060,530,2014,0,"98122",47.6172,-122.31,1510,1193 +"1972200426","20140918T000000",525000,2,2.75,1310,1268,"3.5",0,0,3,8,1310,0,2007,0,"98103",47.6534,-122.355,1350,1288 +"7768800280","20140722T000000",870515,4,3.5,3600,5697,"2",0,0,3,9,2940,660,2014,0,"98075",47.5755,-122.071,3490,5911 +"9512200420","20140721T000000",390000,4,2.5,2154,4153,"2",0,0,3,9,2154,0,2012,0,"98058",47.4557,-122.13,2154,4091 +"7132300525","20150411T000000",500000,3,1.75,1530,825,"3",0,0,3,8,1530,0,2015,0,"98144",47.5929,-122.308,1580,1915 +"7515000143","20140805T000000",399950,3,2.25,1360,1041,"2",0,0,3,8,1094,266,2006,0,"98117",47.6925,-122.375,1522,1382 +"3395070440","20150209T000000",305000,3,2.5,1320,2480,"2",0,0,3,7,1320,0,2005,0,"98118",47.536,-122.284,1320,3240 +"0629650380","20150123T000000",255000,4,2.5,1660,6724,"2",0,0,3,7,1660,0,2009,0,"98001",47.259,-122.256,1544,6054 +"1115600130","20140930T000000",415000,4,2.5,2891,6499,"2",0,0,3,9,2891,0,2014,0,"98001",47.3359,-122.257,2550,8383 +"8562790950","20150327T000000",716500,3,2.5,2340,2155,"2",0,0,3,10,2120,220,2012,0,"98027",47.53,-122.073,2640,2680 +"3413700130","20140625T000000",425000,3,2.5,2320,2267,"3",0,0,3,8,2320,0,2009,0,"98177",47.7027,-122.359,1240,1883 +"9532000170","20150217T000000",540000,4,2.5,2190,3855,"2",0,0,3,8,2190,0,2010,0,"98011",47.7705,-122.169,2190,3600 +"0255450380","20140804T000000",324747,3,2.5,2060,4742,"2",0,0,3,8,2060,0,2014,0,"98038",47.3706,-122.017,2370,4725 +"7203140420","20150128T000000",385000,3,2.5,1740,4145,"2",0,0,3,7,1740,0,2010,0,"98053",47.6875,-122.015,1740,4045 +"1760650670","20140812T000000",270000,3,2.25,1400,3825,"2",0,0,3,7,1400,0,2012,0,"98042",47.3596,-122.082,2110,3825 +"5556300098","20140612T000000",1.24e+006,5,4,4410,14380,"2",0,0,3,11,4410,0,2006,0,"98052",47.6463,-122.121,2720,11454 +"8129700743","20150416T000000",672000,3,2.5,1780,1647,"2",0,0,3,8,1080,700,2008,0,"98103",47.6597,-122.355,2000,1741 +"3023000050","20150129T000000",310000,3,2.5,1760,10137,"2",0,0,3,8,1760,0,2010,0,"98038",47.355,-122.059,2000,6935 +"0518500480","20140811T000000",3e+006,3,3.5,4410,10756,"2",1,4,3,11,3430,980,2014,0,"98056",47.5283,-122.205,3550,5634 +"1725059127","20150225T000000",2.35e+006,6,4.25,5550,11547,"2",0,2,3,11,4270,1280,2014,0,"98033",47.6547,-122.202,3480,11547 +"9511120050","20140627T000000",427000,3,2.5,2432,9391,"2",0,2,3,9,2432,0,2005,0,"98001",47.3453,-122.267,2912,8932 +"8943600430","20150423T000000",389950,3,2.5,2283,3996,"2",0,0,3,8,2283,0,2008,0,"98031",47.4221,-122.192,1760,3992 +"9429400170","20140625T000000",309620,3,2.5,1860,3730,"2",0,0,3,8,1860,0,2012,0,"98019",47.7442,-121.984,2110,4509 +"3845101150","20140701T000000",399895,4,2.5,2701,4500,"2",0,0,3,9,2701,0,2014,0,"98092",47.2586,-122.194,2570,4800 +"1085623560","20150202T000000",442515,4,2.5,2930,4875,"2",0,0,3,9,2930,0,2014,0,"98030",47.3421,-122.179,2815,4900 +"0263000255","20141202T000000",375000,3,2.25,1540,1561,"3",0,0,3,8,1540,0,2010,0,"98103",47.6991,-122.346,1540,1547 +"7299600130","20140702T000000",309780,3,2.5,2242,4500,"2",0,0,3,8,2242,0,2014,0,"98092",47.2583,-122.198,2009,4500 +"7853320280","20150312T000000",425000,3,2.5,1950,4345,"2",0,0,3,7,1950,0,2007,0,"98065",47.5202,-121.873,2260,4345 +"4253400098","20150501T000000",405000,2,3,1160,1073,"2",0,0,3,7,880,280,2007,0,"98144",47.5788,-122.315,1250,4812 +"3814900380","20140719T000000",356250,3,2.5,2060,5115,"2",0,0,3,9,2060,0,2014,0,"98092",47.3261,-122.163,2648,4500 +"6821101732","20150219T000000",550000,3,2.25,1230,875,"3",0,0,3,8,1230,0,2013,0,"98199",47.6521,-122.4,1760,5664 +"3644100086","20140505T000000",340000,2,1.5,1160,1438,"2",0,0,3,7,1160,0,2001,0,"98144",47.5917,-122.295,1220,1740 +"7237450080","20140823T000000",362865,4,2.5,2245,4301,"2",0,0,3,8,2245,0,2014,0,"98038",47.3555,-122.063,2530,4478 +"6389970010","20150323T000000",1.36e+006,4,3.5,4120,12626,"2",0,1,3,11,3970,150,2014,0,"98034",47.7089,-122.245,4120,11913 +"9578090050","20140505T000000",830000,4,2.5,3400,9692,"2",0,0,3,9,3400,0,2007,0,"98052",47.708,-122.109,3070,7375 +"1489300005","20140801T000000",1.598e+006,5,3.75,4270,7500,"2",0,0,3,10,3210,1060,2014,0,"98033",47.6845,-122.207,2410,8350 +"7768800290","20150304T000000",855000,4,3.5,2890,5911,"2",0,0,3,9,2370,520,2014,0,"98075",47.5754,-122.071,3490,6093 +"1245003220","20140819T000000",1.205e+006,5,3.5,3220,8000,"2",0,0,3,9,2900,320,2008,0,"98033",47.6834,-122.2,2100,9680 +"5608000010","20140811T000000",1.385e+006,4,3.5,4010,15365,"2",0,1,3,11,4010,0,2006,0,"98027",47.5528,-122.093,3550,13429 +"5379805260","20150326T000000",400200,4,3.5,2260,30250,"2",0,0,3,7,2260,0,2013,0,"98188",47.4493,-122.281,1270,16350 +"3278600670","20140523T000000",235000,2,1,1140,1730,"1.5",0,0,3,8,1010,130,2007,0,"98126",47.5494,-122.372,1360,1730 +"2781240050","20150507T000000",349950,3,2,1640,4714,"1",0,0,3,8,1640,0,2009,0,"98038",47.3539,-122.021,1770,4802 +"7502800050","20140709T000000",659950,4,2.75,3510,9400,"2",0,0,3,9,3510,0,2014,0,"98059",47.4827,-122.131,3550,9429 +"9544700500","20140508T000000",785000,3,2.75,3010,1842,"2",0,0,3,9,3010,0,2011,0,"98075",47.5836,-121.994,2950,4200 +"2771603314","20150416T000000",475000,2,2.25,1060,925,"2",0,0,3,8,980,80,2006,0,"98199",47.6386,-122.388,1020,4000 +"4181200680","20140527T000000",263900,3,2.5,1658,2700,"2",0,0,3,8,1658,0,2014,0,"98198",47.3667,-122.307,1658,2700 +"9347300010","20150501T000000",342000,3,2.5,1960,3540,"2",0,0,3,8,1960,0,2012,0,"98038",47.3568,-122.055,1840,3825 +"0255450020","20140918T000000",367899,3,2.5,2420,4725,"2",0,0,3,8,2420,0,2014,0,"98038",47.371,-122.018,2370,4200 +"7230200585","20150204T000000",657044,3,3.5,3420,23786,"1.5",0,0,3,9,3420,0,2014,0,"98059",47.4739,-122.11,1590,23774 +"9828702771","20141113T000000",359950,2,1.5,893,965,"2",0,0,3,8,893,0,2007,0,"98122",47.6187,-122.301,1340,1436 +"9492500170","20140723T000000",879950,4,2.75,3020,7203,"2",0,0,3,9,3020,0,2014,0,"98033",47.6948,-122.178,3010,7215 +"9265880170","20140826T000000",550000,4,2.5,2470,5954,"2",0,0,3,8,2470,0,2013,0,"98028",47.7685,-122.236,2470,4800 +"7299600920","20141209T000000",279000,4,2.5,2009,4800,"2",0,0,3,8,2009,0,2012,0,"98092",47.2586,-122.2,1798,4800 +"8690600050","20140718T000000",255000,3,2.5,1530,1116,"2.5",0,0,3,7,1530,0,2005,0,"98028",47.7385,-122.25,1530,7780 +"1176001119","20150224T000000",609500,3,1.75,1590,1113,"3",0,0,3,8,1590,0,2014,0,"98107",47.6691,-122.402,1520,1357 +"3449850050","20140620T000000",420000,5,3,2630,3149,"2",0,0,3,8,1670,960,2013,0,"98056",47.5065,-122.171,2240,4825 +"9211000170","20141008T000000",570000,4,2.5,3230,7187,"2",0,0,3,9,3230,0,2008,0,"98059",47.4995,-122.15,2950,6537 +"6056111350","20150512T000000",439000,3,2.25,1430,2343,"2",0,0,3,8,1430,0,2012,0,"98108",47.5648,-122.294,1270,1916 +"7299601630","20141108T000000",310000,3,2.5,2242,5744,"2",0,0,3,8,2242,0,2012,0,"98092",47.2597,-122.199,2009,5712 +"7133300380","20150209T000000",635000,4,2.5,2500,4000,"2",0,0,3,8,2500,0,2014,0,"98144",47.5902,-122.311,1480,4300 +"2770601775","20141128T000000",399950,3,2.5,1230,922,"2",0,0,3,8,1080,150,2009,0,"98199",47.6518,-122.384,1230,1237 +"3630200630","20140805T000000",805000,4,2.5,3020,3600,"2.5",0,0,3,9,3020,0,2009,0,"98029",47.5407,-121.993,2570,3600 +"4385700250","20150407T000000",1.8e+006,4,3.5,3480,4000,"2",0,0,3,9,2460,1020,2015,0,"98112",47.6356,-122.281,2620,4000 +"6430500182","20150403T000000",1.205e+006,4,3,3330,7650,"1",0,0,3,9,1830,1500,2008,0,"98103",47.6889,-122.352,1200,3876 +"8029770190","20141015T000000",745000,4,2.5,3400,4840,"2",0,0,3,10,3190,210,2006,0,"98059",47.5066,-122.146,3400,5710 +"5393600507","20140624T000000",329445,2,1.5,830,1119,"2",0,0,3,7,830,0,2005,0,"98144",47.5828,-122.314,1480,3622 +"0207700050","20141015T000000",588000,5,3,3110,4464,"2",0,0,3,8,3110,0,2007,0,"98011",47.7719,-122.168,2450,4221 +"8138870470","20140707T000000",494815,3,2.5,1910,2091,"2",0,0,3,8,1910,0,2014,0,"98029",47.5445,-122.013,1630,1546 +"7853370020","20141014T000000",591975,3,2.75,3230,5250,"2",0,0,3,9,2680,550,2014,0,"98065",47.5196,-121.878,2710,5250 +"3304300380","20150108T000000",600000,5,2.75,3380,8179,"2",0,0,3,9,3380,0,2011,0,"98059",47.4827,-122.135,2840,8179 +"3528960020","20140708T000000",673000,3,2.75,2830,3496,"2",0,0,3,8,2830,0,2012,0,"98029",47.5606,-122.011,2160,3501 +"1853080840","20150211T000000",889950,5,3.5,3700,7055,"2",0,0,3,9,3700,0,2014,0,"98074",47.5929,-122.057,3170,6527 +"7852130460","20150325T000000",500000,4,3,2520,4104,"2",0,0,3,7,2520,0,2002,0,"98065",47.5352,-121.88,2510,5015 +"2768301357","20141001T000000",500000,3,2.25,1530,1396,"2",0,0,3,8,1240,290,2007,0,"98107",47.666,-122.367,1690,2500 +"8562710250","20140505T000000",890000,4,4.25,4420,5750,"2",0,0,3,10,3410,1010,2006,0,"98027",47.5404,-122.073,4420,5750 +"6824100014","20150429T000000",437000,3,3,1460,1180,"3",0,0,3,8,1460,0,2006,0,"98117",47.6998,-122.367,1460,1224 +"7905200061","20140905T000000",419700,3,2.25,1450,1486,"2",0,0,3,8,1160,290,2006,0,"98116",47.5694,-122.387,1370,1437 +"3524039228","20140723T000000",394000,3,2,1160,3441,"1",0,0,4,6,580,580,1930,0,"98136",47.5314,-122.392,1160,4000 +"2781240040","20140806T000000",342000,3,2,1640,4802,"1",0,0,3,8,1640,0,2010,0,"98038",47.3538,-122.021,1940,4802 +"1222029064","20140626T000000",420000,3,1.75,1444,249126,"1.5",0,0,3,7,1444,0,2008,0,"98070",47.4104,-122.486,1760,224770 +"9523100730","20140523T000000",580000,3,2.5,1620,1173,"3",0,4,3,8,1470,150,2008,0,"98103",47.6681,-122.355,1620,1505 +"5649600464","20150327T000000",343000,2,1.5,1100,1228,"2",0,0,3,7,900,200,2007,0,"98118",47.5538,-122.282,1340,1380 +"7548301050","20150402T000000",390000,2,1.5,1340,1402,"2",0,0,3,8,1120,220,2008,0,"98144",47.588,-122.304,1340,1213 +"9542840450","20140811T000000",274000,3,1.5,1450,4694,"2",0,0,3,7,1450,0,2011,0,"98038",47.3654,-122.021,1870,4198 +"0126039467","20150114T000000",700000,4,2.5,3040,7200,"2",0,0,3,9,3040,0,2008,0,"98177",47.7747,-122.366,2360,8245 +"7936000463","20150416T000000",838000,4,2.5,2560,7210,"2",0,0,3,9,2560,0,2006,0,"98136",47.5535,-122.395,2160,10439 +"3021059304","20140917T000000",300000,6,3,2744,9926,"2",0,0,3,7,2744,0,2006,0,"98002",47.2773,-122.216,2470,9926 +"3362401758","20140903T000000",467000,3,2.25,1420,990,"3",0,0,3,8,1420,0,2008,0,"98103",47.6801,-122.348,1350,1415 +"0886000090","20150302T000000",395000,2,1,700,7457,"1",0,0,3,6,700,0,1943,0,"98108",47.5348,-122.295,1500,7130 +"1196003740","20140924T000000",734000,5,4.25,4110,42755,"2",0,2,3,10,2970,1140,2000,0,"98023",47.3375,-122.337,2730,12750 +"5045700090","20150106T000000",480000,5,2.75,2670,4780,"2",0,0,3,8,2670,0,2013,0,"98059",47.4866,-122.155,2560,5380 +"1604601801","20150217T000000",539000,3,2.75,2130,1400,"2",0,0,3,9,1080,1050,2010,0,"98118",47.5661,-122.29,1520,3132 +"5057100090","20150505T000000",459950,5,2.75,3078,6371,"2",0,0,3,9,3078,0,2014,0,"98042",47.3587,-122.163,1979,19030 +"3869900146","20141030T000000",306500,2,1,840,892,"2",0,0,3,7,840,0,2006,0,"98136",47.5396,-122.387,1030,1007 +"3862710180","20150326T000000",408474,3,2.5,1800,2731,"2",0,0,3,8,1800,0,2014,0,"98065",47.5342,-121.841,1800,3265 +"1023059246","20140514T000000",437000,3,2.75,2580,5200,"2",0,0,3,8,2580,0,2008,0,"98059",47.496,-122.151,2700,5602 +"6056100150","20140623T000000",160797,3,1.5,1270,2356,"2",0,0,3,7,1270,0,2012,0,"98108",47.5671,-122.298,1490,2175 +"3342700464","20150107T000000",729000,4,3.5,3065,5440,"3",0,0,3,9,3065,0,2014,0,"98056",47.524,-122.2,2210,8400 +"3026059362","20141031T000000",499000,3,2.5,1861,1587,"2",0,0,3,8,1578,283,2007,0,"98034",47.7043,-122.209,2090,10454 +"1327600150","20141016T000000",359950,4,2.75,2260,5705,"2",0,0,3,8,2260,0,2014,0,"98042",47.3726,-122.159,2260,5727 +"2895730540","20141210T000000",929000,5,3.25,4150,7100,"2",0,0,3,10,4150,0,2013,0,"98074",47.6026,-122.06,3560,7214 +"2768200209","20141006T000000",529950,2,2.5,1500,1174,"2",0,0,3,8,1140,360,2014,0,"98107",47.6689,-122.363,1550,1519 +"9268851380","20150403T000000",461000,3,2.25,1620,998,"2.5",0,0,3,8,1540,80,2012,0,"98027",47.5394,-122.027,1620,1068 +"7625703007","20141014T000000",271115,2,1.5,830,1325,"2",0,0,3,7,830,0,2005,0,"98136",47.5472,-122.384,1310,1485 +"7202280580","20150106T000000",653000,4,2.5,3120,5137,"2",0,0,3,7,3120,0,2003,0,"98053",47.6842,-122.04,2755,5137 +"1972202187","20141024T000000",565000,3,2.5,1870,1058,"3",0,0,3,8,1380,490,2007,0,"98103",47.6512,-122.345,1440,1136 +"2767600985","20141204T000000",529950,3,2.25,1240,1250,"3",0,0,3,8,1240,0,2014,0,"98107",47.6748,-122.377,1470,1250 +"5631501202","20150326T000000",585000,4,2.5,2820,5612,"2",0,0,3,9,2820,0,2007,0,"98028",47.7477,-122.236,1620,14881 +"1972200556","20140703T000000",609000,3,1.75,1630,1526,"3",0,0,3,8,1630,0,2014,0,"98103",47.6536,-122.354,1570,1274 +"0301400930","20140618T000000",267000,3,2.25,1584,2800,"2",0,0,3,7,1584,0,2012,0,"98002",47.3454,-122.214,1584,2800 +"9265880040","20140509T000000",557000,4,2.5,2840,4500,"2",0,0,3,8,2840,0,2012,0,"98028",47.7678,-122.237,2840,4939 +"7853280610","20141117T000000",709950,4,3.25,3910,6293,"2",0,0,3,9,3130,780,2006,0,"98065",47.5389,-121.86,4410,6015 +"1972200847","20140718T000000",625000,3,2.5,1730,1301,"3",0,0,3,9,1730,0,2011,0,"98103",47.653,-122.352,1330,1240 +"8562790940","20141223T000000",599000,3,2.75,1840,2060,"2",0,0,3,10,1700,140,2013,0,"98027",47.53,-122.073,2590,2680 +"1623089165","20150506T000000",920000,4,3.75,4030,503989,"2",0,0,3,10,4030,0,2008,0,"98045",47.4807,-121.795,2110,71874 +"6788200596","20141016T000000",1.285e+006,4,3.5,3440,3800,"3",0,0,3,9,3440,0,2014,0,"98112",47.6408,-122.307,1760,3800 +"1760650610","20150330T000000",324500,4,2.5,2110,3825,"2",0,0,3,7,2110,0,2012,0,"98042",47.3602,-122.082,2110,3825 +"7853360850","20150116T000000",471500,3,2.5,2430,5866,"2",0,0,3,7,2430,0,2009,0,"98065",47.5158,-121.871,2380,5866 +"2526069092","20140808T000000",1.015e+006,4,3.75,4690,207141,"2",0,0,3,10,4030,660,2007,0,"98019",47.7072,-121.983,2890,200527 +"2424059061","20141111T000000",998000,4,3.5,3500,43560,"2",0,0,3,9,2850,650,2014,0,"98006",47.5481,-122.103,3640,40545 +"7661600206","20150129T000000",262000,4,2.5,2070,8685,"2",0,0,3,7,2070,0,2006,0,"98188",47.4697,-122.267,2170,9715 +"8149600065","20150401T000000",844000,4,3.5,3350,6350,"2",0,2,3,8,2610,740,2009,0,"98116",47.5602,-122.39,1820,6350 +"6666830120","20140624T000000",745641,4,2.5,2440,4850,"2",0,0,3,8,2440,0,2013,0,"98052",47.7043,-122.114,2970,5450 +"3034200087","20141212T000000",659950,5,3,3010,7357,"2",0,0,3,9,3010,0,2008,0,"98133",47.7226,-122.33,2370,8050 +"0255450410","20140804T000000",339989,3,2.5,2060,4200,"2",0,0,3,8,2060,0,2014,0,"98038",47.3706,-122.018,2370,4200 +"3438501327","20150504T000000",352500,2,2.5,1570,2399,"2",0,0,3,7,1180,390,2009,0,"98106",47.5488,-122.364,1590,2306 +"9828702389","20140513T000000",525000,3,2.5,1580,1161,"2",0,0,3,8,1010,570,2008,0,"98112",47.6206,-122.299,1680,1177 +"8691440330","20140929T000000",1.13899e+006,5,3.5,4280,6530,"2",0,3,3,10,4280,0,2014,0,"98075",47.5941,-121.973,3960,6863 +"1085623740","20140812T000000",491000,5,3.5,2815,4900,"2",0,0,3,9,2815,0,2011,0,"98030",47.3424,-122.179,2798,4900 +"1424069110","20140718T000000",675000,4,2.5,2620,6114,"2",0,0,3,9,2620,0,2011,0,"98029",47.5603,-122.013,2620,5808 +"0993001914","20150106T000000",344000,3,2.25,1250,1033,"3",0,0,3,8,1250,0,2007,0,"98103",47.6907,-122.343,1250,1150 +"9211010220","20141104T000000",530000,4,2.5,3250,4500,"2",0,0,3,8,3250,0,2008,0,"98059",47.4944,-122.15,3030,4598 +"2143701015","20141210T000000",290500,4,3.25,2510,7686,"2",0,0,3,9,2510,0,2003,0,"98055",47.4785,-122.228,2510,6732 +"6056111430","20150113T000000",335000,2,1.75,1270,1685,"2",0,0,3,8,1270,0,2012,0,"98108",47.5646,-122.295,1270,1843 +"1925059254","20150507T000000",2.998e+006,5,4,6670,16481,"2",0,0,3,12,4960,1710,2007,0,"98004",47.6409,-122.221,4800,16607 +"3278606200","20140919T000000",379000,3,2.5,1580,3075,"2",0,0,3,8,1580,0,2013,0,"98126",47.545,-122.368,1710,2934 +"3126049501","20140717T000000",385000,3,1.5,1360,2030,"3",0,0,3,8,1360,0,2008,0,"98103",47.6961,-122.349,1360,1167 +"4305600360","20150225T000000",500012,4,2.5,2400,9612,"1",0,0,3,8,1230,1170,1962,2009,"98059",47.4799,-122.127,2430,5539 +"6632300212","20140505T000000",366750,3,3,1571,2017,"3",0,0,3,8,1571,0,2008,0,"98125",47.7338,-122.309,1520,1497 +"1189000492","20140606T000000",405000,2,2,1405,1073,"2",0,0,3,8,1140,265,2007,0,"98122",47.612,-122.295,1405,3000 +"3319500628","20150212T000000",356999,3,1.5,1010,1546,"2",0,0,3,8,1010,0,1971,2014,"98144",47.5998,-122.311,1010,1517 +"2436700625","20150417T000000",590000,2,2.5,1450,1281,"2",0,0,3,8,1220,230,2006,0,"98105",47.665,-122.285,1440,1281 +"3679400474","20141104T000000",294000,3,1.75,1420,1361,"2",0,0,3,7,960,460,2014,0,"98108",47.5684,-122.314,1340,1343 +"7203190110","20150426T000000",731500,4,2.5,2650,4644,"2",0,0,3,8,2650,0,2013,0,"98053",47.6945,-122.018,2640,5099 +"1853080850","20140606T000000",837219,5,2.75,3030,7679,"2",0,0,3,9,3030,0,2014,0,"98074",47.593,-122.057,3080,6341 +"1125079111","20150415T000000",1.6e+006,4,5.5,6530,871200,"2",0,2,3,11,6530,0,2008,0,"98014",47.664,-121.878,1280,858132 +"0518500610","20140616T000000",798800,3,2.75,2670,3738,"1",0,0,3,10,1720,950,2013,0,"98056",47.5299,-122.203,2610,3734 +"0293670040","20141008T000000",482500,2,2.5,1170,809,"2",0,0,3,9,1170,0,2007,0,"98103",47.6875,-122.339,1170,1121 +"3303970100","20150306T000000",820000,4,2.5,3260,26772,"2",0,0,3,9,3260,0,2007,0,"98027",47.5115,-122.031,3260,14491 +"3834000594","20140711T000000",319000,3,1.5,1480,1722,"3",0,0,3,7,1480,0,2007,0,"98125",47.728,-122.292,1480,5764 +"3342100569","20140813T000000",950000,3,2.5,2700,6947,"2",0,3,3,9,2700,0,2013,0,"98056",47.5172,-122.208,2500,6947 +"7237501380","20150507T000000",1.2675e+006,4,3.5,4640,13404,"2",0,0,3,10,4640,0,2007,0,"98059",47.531,-122.134,4690,13590 +"2325300093","20140707T000000",378000,3,2.5,1601,2491,"3",0,0,3,7,1536,65,2007,0,"98125",47.719,-122.317,1420,1156 +"9808100150","20150402T000000",3.345e+006,5,3.75,5350,15360,"1",0,1,3,11,3040,2310,2008,0,"98004",47.648,-122.218,3740,15940 +"3332500085","20141027T000000",489950,3,2.5,2540,5237,"2",0,0,3,8,2540,0,2011,0,"98118",47.5492,-122.276,1800,4097 +"3869900150","20150427T000000",345000,2,1.75,1030,1106,"2",0,0,3,7,765,265,2006,0,"98136",47.5397,-122.387,1030,1066 +"2011400401","20150226T000000",510000,3,2.5,2730,7136,"2",0,0,3,8,2730,0,2012,0,"98198",47.3938,-122.321,2130,8932 +"9578501030","20140729T000000",432500,4,2.5,3172,5033,"2",0,0,3,8,3172,0,2014,0,"98023",47.2961,-122.348,2704,5232 +"8029770410","20150420T000000",650000,4,2.5,3160,8530,"2",0,0,3,9,3160,0,2006,0,"98059",47.5075,-122.148,3160,6460 +"6639900242","20141003T000000",750000,4,2.5,2850,12429,"2",0,0,3,9,2850,0,2008,0,"98033",47.6915,-122.177,2540,12000 +"2919700735","20150427T000000",870000,4,3.5,2780,3100,"2",0,0,3,8,2120,660,2014,0,"98117",47.6886,-122.364,1740,3600 +"8691440410","20141215T000000",900000,4,3.5,3860,6543,"2",0,0,3,10,3860,0,2014,0,"98075",47.5934,-121.974,3760,6888 +"2902201301","20141216T000000",664950,2,1.75,1180,900,"2",0,0,3,10,780,400,2014,0,"98102",47.6395,-122.329,1380,3610 +"0291310150","20140602T000000",391000,3,2.25,1410,1290,"2",0,0,3,7,1290,120,2004,0,"98027",47.5345,-122.069,1490,1380 +"0323079101","20150123T000000",1.8e+006,4,3.5,6370,205603,"2",0,0,3,12,6370,0,2008,0,"98027",47.5016,-121.905,1490,33580 +"5057100110","20150514T000000",479349,5,3,3223,6371,"2",0,0,3,9,3223,0,2014,0,"98042",47.3584,-122.163,1979,9008 +"9268850940","20141223T000000",661000,4,3.25,2600,2074,"2",0,0,3,8,2150,450,2011,0,"98027",47.5402,-122.028,2510,2074 +"0993000315","20141002T000000",379000,3,3.25,1380,1234,"3",0,0,3,8,1380,0,2006,0,"98103",47.6935,-122.342,1370,1282 +"9268851800","20140505T000000",415000,3,2.25,1620,998,"2.5",0,0,3,8,1540,80,2010,0,"98027",47.5401,-122.027,1620,1299 +"4310702837","20141201T000000",375000,3,3.25,1370,1227,"3",0,0,3,8,1370,0,2007,0,"98103",47.6964,-122.341,1370,1236 +"4310703083","20140523T000000",355000,3,2,1220,1186,"3",0,0,3,8,1220,0,2007,0,"98103",47.6972,-122.341,1280,1251 +"1890000166","20140905T000000",540000,3,2.5,1280,1889,"3",0,0,3,8,1280,0,2009,0,"98105",47.6619,-122.324,1450,1889 +"7904700146","20140724T000000",290000,2,1.5,770,850,"2",0,0,3,7,770,0,2006,0,"98116",47.5644,-122.388,1350,915 +"1931300308","20140520T000000",500000,3,2.5,1210,1200,"3",0,0,3,8,1210,0,2008,0,"98103",47.6543,-122.345,1210,1200 +"8091670730","20140902T000000",416000,4,2.5,2890,6322,"2",0,0,3,8,2890,0,2011,0,"98038",47.3494,-122.044,2380,5738 +"3278612370","20140811T000000",349900,3,2.5,1580,2765,"2",0,0,3,8,1580,0,2011,0,"98126",47.5444,-122.369,1580,1820 +"0007600065","20140605T000000",465000,3,2.25,1530,1245,"2",0,0,3,9,1050,480,2014,0,"98122",47.6018,-122.297,1530,2307 +"3630200900","20140630T000000",950000,4,2.5,3670,7680,"2.5",0,0,3,10,3670,0,2007,0,"98029",47.5401,-121.993,3130,6112 +"3278611450","20150326T000000",496800,4,2.25,1850,2340,"2.5",0,0,3,8,1850,0,2014,0,"98126",47.543,-122.372,1850,2340 +"2026049184","20150320T000000",680000,4,2.5,2440,6581,"2",0,0,3,8,2440,0,2014,0,"98133",47.7321,-122.334,1480,7432 +"9103000455","20150424T000000",920000,4,3.25,2190,4265,"2",0,0,3,9,1540,650,2015,0,"98122",47.6178,-122.29,1730,4265 +"8691440220","20150202T000000",1.28999e+006,5,4,4360,8030,"2",0,0,3,10,4360,0,2015,0,"98075",47.5923,-121.973,3570,6185 +"7202300540","20140701T000000",825000,4,2.75,3990,6637,"2",0,0,3,9,3990,0,2003,0,"98053",47.6835,-122.045,3500,7074 +"1453601038","20141002T000000",292000,3,2.5,1270,1283,"3",0,0,3,7,1270,0,2007,0,"98125",47.7209,-122.291,1270,1512 +"9211010330","20150409T000000",576000,4,2.5,3340,6924,"2",0,0,3,8,3340,0,2009,0,"98059",47.495,-122.149,3030,6119 +"1972201773","20150313T000000",670000,2,2,1500,761,"3",0,3,3,8,1500,0,2008,0,"98103",47.6522,-122.346,1360,1527 +"7974200948","20140520T000000",953007,4,3.5,3120,5086,"2",0,0,3,9,2480,640,2008,0,"98115",47.6762,-122.288,1880,5092 +"2700200040","20150223T000000",399000,4,2.5,2480,4334,"2",0,0,3,8,2480,0,2012,0,"98038",47.3826,-122.036,2480,5632 +"7625702264","20150427T000000",399000,2,2,1110,1155,"3",0,0,3,7,980,130,2008,0,"98136",47.5496,-122.388,1110,1089 +"2428100100","20141117T000000",847093,4,2.75,2760,5670,"2",0,0,3,10,2760,0,2014,0,"98075",47.5819,-122.047,2760,6600 +"1176001123","20150206T000000",599950,3,2.5,1510,1493,"3",0,0,3,8,1510,0,2014,0,"98107",47.669,-122.402,1530,1357 +"3052700472","20140813T000000",499000,3,2.5,1460,1614,"2",0,0,3,8,1180,280,2007,0,"98117",47.6781,-122.374,1380,1402 +"1623089086","20141015T000000",760000,4,2.75,3980,285318,"2",0,2,3,9,3980,0,2006,0,"98045",47.4803,-121.795,2100,105415 +"2311400145","20141029T000000",1.69999e+006,4,3.75,3320,8234,"2",0,0,3,10,3320,0,2014,0,"98004",47.5963,-122.2,1560,8240 +"8895800090","20140512T000000",1.03389e+006,4,3.25,3270,5187,"2",0,0,3,9,3110,160,2014,0,"98052",47.6966,-122.133,3600,5825 +"0847100021","20140520T000000",515000,4,2.5,2670,8765,"2",0,0,3,9,2670,0,2006,0,"98059",47.4876,-122.146,2880,8765 +"0291310120","20141209T000000",355000,3,2.25,1410,1332,"2",0,0,3,7,1290,120,2004,0,"98027",47.5345,-122.069,1445,1290 +"0301401390","20140805T000000",319900,4,2.75,2475,4000,"2",0,0,3,7,2475,0,2014,0,"98002",47.3452,-122.21,2166,4000 +"7519001068","20140527T000000",460000,3,3.5,1600,1431,"2",0,0,3,8,1240,360,2006,0,"98117",47.6865,-122.363,1500,4120 +"7203101590","20150108T000000",305000,2,1,1290,3383,"2",0,0,3,7,1290,0,2008,0,"98053",47.6968,-122.025,1290,2828 +"7299600530","20150317T000000",280000,3,2.5,1608,4818,"2",0,0,3,8,1608,0,2012,0,"98092",47.2583,-122.203,2009,5200 +"7625703357","20150227T000000",394950,2,2.25,1300,2104,"2",0,0,3,8,1010,290,2011,0,"98136",47.5477,-122.388,1430,1850 +"7889601270","20140821T000000",382000,4,3.5,2530,3000,"2",0,0,3,8,1850,680,2014,0,"98146",47.4919,-122.336,1470,6000 +"4083306553","20150422T000000",560000,3,2.5,1390,1411,"3",0,0,3,8,1390,0,2008,0,"98103",47.6485,-122.334,1350,1266 +"9828701508","20140520T000000",772000,3,2.25,1640,1204,"3",0,0,3,8,1640,0,2014,0,"98112",47.6196,-122.297,1630,3136 +"8946390150","20140722T000000",324950,4,2.5,2229,5723,"2",0,0,3,7,2229,0,2012,0,"98032",47.3693,-122.286,2738,5742 +"8648900040","20140709T000000",530000,3,2.5,1790,3078,"2",0,0,3,8,1790,0,2010,0,"98027",47.5638,-122.094,1890,3078 +"4092300211","20141024T000000",384000,3,2.25,990,736,"2.5",0,0,3,8,880,110,2009,0,"98105",47.6605,-122.319,1030,1201 +"3343902510","20140611T000000",719950,5,2.75,3240,6863,"2",0,0,3,10,3240,0,2013,0,"98056",47.5033,-122.193,2360,6002 +"2919700107","20140811T000000",319950,2,2.5,1280,819,"2",0,0,3,8,1060,220,2006,0,"98103",47.6905,-122.364,1290,2900 +"2781280230","20150128T000000",292000,3,2.5,1610,3848,"2",0,0,3,8,1610,0,2006,0,"98055",47.4497,-122.188,1610,3049 +"3232200085","20150428T000000",1.5e+006,6,3.5,3670,3959,"2",0,0,3,10,2410,1260,2008,0,"98119",47.6356,-122.373,2060,3625 +"1972200259","20140507T000000",425000,2,2.5,1150,1027,"3",0,0,3,8,1150,0,2008,0,"98103",47.6534,-122.356,1360,1210 +"1926059236","20141010T000000",799950,5,3.75,3760,4702,"2",0,0,3,9,2780,980,2014,0,"98034",47.7202,-122.223,2950,5981 +"2768200210","20140825T000000",499000,2,2.5,1320,1157,"2",0,0,3,8,990,330,2014,0,"98107",47.6689,-122.363,1550,1519 +"3304300210","20150327T000000",572000,4,2.75,2700,7992,"2",0,0,3,9,2700,0,2012,0,"98059",47.4831,-122.135,2840,7992 +"9826700930","20140722T000000",459000,2,2,1480,804,"3",0,0,3,8,1480,0,2008,0,"98122",47.602,-122.308,1380,1751 +"9385200042","20150318T000000",529500,3,2.25,1410,905,"3",0,0,3,9,1410,0,2014,0,"98116",47.5818,-122.402,1510,1352 +"3876590090","20140909T000000",374500,4,2.5,3135,5811,"2",0,0,3,9,3135,0,2005,0,"98092",47.3263,-122.18,3008,5799 +"2902200142","20140605T000000",584000,3,2.5,1480,1485,"2",0,0,3,8,1280,200,2007,0,"98102",47.6376,-122.326,1470,1277 +"8085400401","20150115T000000",1.898e+006,4,4.5,4020,9656,"2",0,0,3,10,4020,0,2007,0,"98004",47.6358,-122.207,1960,9520 +"2902200237","20140707T000000",505000,2,2.25,1060,1209,"2",0,0,3,8,940,120,2006,0,"98102",47.6369,-122.327,1300,1169 +"7658600082","20141114T000000",565000,2,2.5,1950,2457,"3",0,0,3,8,1950,0,2009,0,"98144",47.5925,-122.302,1650,1639 +"6891100330","20150325T000000",799000,4,2.75,3340,5677,"2",0,0,3,9,3340,0,2011,0,"98052",47.709,-122.118,3240,5643 +"6821102367","20150429T000000",547000,3,2.5,1570,1452,"2.5",0,0,3,9,1240,330,2007,0,"98199",47.648,-122.396,1670,1596 +"1900600015","20150227T000000",550000,3,2.5,1930,6604,"2",0,0,3,7,1930,0,2014,0,"98166",47.4692,-122.351,910,6604 +"1545808120","20140918T000000",250000,3,2,1590,8100,"1",0,0,3,7,1060,530,1996,0,"98038",47.3611,-122.047,1590,8100 +"2126059294","20150105T000000",960000,4,4.5,3720,7746,"2",0,0,3,10,3720,0,2014,0,"98034",47.7323,-122.165,3080,11067 +"1370800515","20141030T000000",2.95e+006,4,4.25,4470,5884,"2",0,1,3,11,3230,1240,2010,0,"98199",47.6387,-122.405,2570,6000 +"3319500334","20150327T000000",441000,2,1,1290,1289,"2",0,0,3,7,1030,260,2005,0,"98144",47.6006,-122.305,1290,1332 +"0301400940","20150407T000000",265000,3,2.25,1489,2800,"2",0,0,3,7,1489,0,2012,0,"98002",47.3454,-122.214,1584,2800 +"2722069077","20150409T000000",430000,3,2.5,2075,39553,"1",0,0,3,7,2075,0,2012,0,"98038",47.3601,-122.032,1960,9047 +"8943600720","20140617T000000",286800,3,2.5,1413,3600,"2",0,0,3,8,1413,0,2011,0,"98031",47.4222,-122.193,2150,3869 +"7660100236","20150416T000000",375000,3,2.5,1300,1362,"2",0,0,3,8,880,420,2008,0,"98144",47.5893,-122.317,1300,1251 +"1773100921","20141215T000000",312500,3,3.25,1480,983,"2",0,0,3,8,1180,300,2013,0,"98106",47.5555,-122.363,1330,1062 +"8679200100","20150107T000000",850000,4,2.75,3320,5559,"2",0,0,3,9,3320,0,2012,0,"98075",47.5607,-122.031,3400,6854 +"3654200039","20150325T000000",390500,3,2.25,1530,1279,"2",0,0,3,7,1116,414,2007,0,"98177",47.7035,-122.357,1320,1427 +"2771602428","20141029T000000",455000,3,2.5,1180,932,"3",0,0,3,8,1180,0,2010,0,"98119",47.638,-122.375,1180,2632 +"1225039067","20150406T000000",455000,2,2,1190,1303,"2",0,0,3,8,800,390,2009,0,"98107",47.6675,-122.368,1670,2425 +"0625049359","20141203T000000",515000,3,2.25,1300,1180,"3",0,0,3,8,1300,0,2008,0,"98103",47.6871,-122.339,1300,1174 +"3278606050","20150401T000000",362500,3,3.5,1710,2212,"2",0,0,3,7,1400,310,2013,0,"98126",47.5459,-122.368,1580,2212 +"5112800291","20140924T000000",460000,3,2.5,2390,47480,"2",0,0,3,9,2390,0,2007,0,"98058",47.4517,-122.084,1720,44866 +"7853360300","20140904T000000",540000,4,3.5,3510,6005,"2",0,0,3,8,2750,760,2010,0,"98065",47.5168,-121.87,3090,5866 +"6056111063","20140731T000000",230000,3,1.75,1140,1165,"2",0,0,3,8,1140,0,2014,0,"98108",47.5638,-122.295,1150,1552 +"2767704649","20140929T000000",425000,2,2.5,1320,1329,"2",0,0,3,8,1180,140,2007,0,"98107",47.6728,-122.374,1490,5000 +"7683800205","20140519T000000",298450,5,3,2100,9752,"1",0,0,3,8,1200,900,2007,0,"98003",47.3341,-122.304,1270,10200 +"9406530150","20141222T000000",344000,4,2.5,2400,4848,"2",0,0,3,8,2400,0,2004,0,"98038",47.3626,-122.04,1980,5199 +"2979800409","20140505T000000",416286,3,2.5,1408,989,"3",0,0,3,8,1408,0,2005,0,"98115",47.6856,-122.315,1408,1342 +"1085622540","20150223T000000",379500,4,2.5,2560,5102,"2",0,0,3,8,2560,0,2013,0,"98092",47.3404,-122.181,2586,5059 +"4310701421","20140617T000000",350000,2,2.5,1260,1347,"3",0,0,3,8,1260,0,2005,0,"98103",47.6994,-122.341,1260,1356 +"2895800770","20150408T000000",258800,2,1.75,1290,1624,"2",0,0,3,8,1290,0,2014,0,"98106",47.5171,-122.347,1410,1963 +"3034200067","20141218T000000",620000,4,2.5,2730,9260,"2",0,0,3,8,2730,0,2008,0,"98133",47.7222,-122.331,2730,7357 +"3438501320","20140502T000000",295000,2,2.5,1630,1368,"2",0,0,3,7,1280,350,2009,0,"98106",47.5489,-122.363,1590,2306 +"8691450120","20150227T000000",908990,4,2.75,3530,6844,"2",0,0,3,10,3530,0,2014,0,"98075",47.5975,-121.985,3530,10038 +"6306810110","20141117T000000",485230,4,2.5,2714,12558,"2",0,0,3,9,2714,0,2014,0,"98031",47.3522,-122.201,2873,8269 +"3629990110","20140611T000000",475000,3,2.25,1630,2520,"2",0,0,3,7,1630,0,2005,0,"98029",47.5493,-121.998,1630,3131 +"0715010110","20140804T000000",1.24042e+006,5,3.25,5790,13726,"2",0,3,3,10,4430,1360,2014,0,"98006",47.5388,-122.114,5790,13726 +"3629700090","20140819T000000",635000,3,3,2230,1407,"2.5",0,0,3,8,1850,380,2013,0,"98027",47.5446,-122.017,2290,1407 +"3277801411","20141105T000000",350000,3,2.5,1380,1590,"2",0,0,3,9,1160,220,2012,0,"98126",47.5444,-122.375,1380,1590 +"8822901175","20141229T000000",345000,3,3.5,1320,1161,"3",0,0,3,8,1320,0,2010,0,"98125",47.7162,-122.294,1320,1161 +"6926700654","20140921T000000",700000,2,2,1490,713,"3",0,0,3,9,1490,0,2014,0,"98109",47.6356,-122.346,1490,1110 +"2768301482","20140821T000000",490000,3,2.25,1280,1520,"2",0,0,3,8,1080,200,2008,0,"98107",47.6651,-122.368,1280,1681 +"8895800110","20140805T000000",1.29989e+006,5,4,3870,5929,"2",0,0,3,10,3870,0,2014,0,"98052",47.6965,-122.134,3600,5625 +"3879900750","20140910T000000",579000,2,2.5,1280,1051,"2",0,0,3,8,1080,200,2009,0,"98119",47.6273,-122.359,1580,1279 +"7234600820","20150327T000000",552500,3,1.5,1300,1435,"2",0,0,3,8,1120,180,2007,0,"98122",47.6114,-122.31,1320,1652 +"1946000100","20150204T000000",467000,4,2.75,2170,5024,"2",0,0,3,8,2170,0,2012,0,"98059",47.495,-122.145,2460,5024 +"8943600870","20141113T000000",305000,4,2.25,1763,3717,"2",0,0,3,8,1763,0,2012,0,"98031",47.4213,-122.194,1763,3666 +"6145600557","20140509T000000",212000,2,1.5,1020,1525,"2",0,0,3,7,1020,0,2004,0,"98133",47.704,-122.347,1020,3844 +"7203140180","20140821T000000",429000,4,2.5,1840,4593,"2",0,0,3,7,1840,0,2010,0,"98053",47.6866,-122.013,1740,3600 +"3277801592","20140925T000000",479950,3,2,1820,1358,"3",0,0,3,9,1820,0,2014,0,"98126",47.5433,-122.376,1710,1367 +"0461003835","20141218T000000",825000,3,3.5,2670,3000,"2",0,0,3,9,1870,800,2014,0,"98117",47.6813,-122.372,1750,5000 +"0424069279","20150328T000000",1.18e+006,6,6.5,6260,10955,"2",0,0,3,11,4840,1420,2007,0,"98075",47.5947,-122.039,2710,12550 +"1760651000","20140613T000000",250000,3,2.25,1400,3814,"2",0,0,3,7,1400,0,2012,0,"98042",47.3584,-122.083,1610,3814 +"3057000070","20141027T000000",289000,2,1.5,1160,2158,"2",0,0,3,7,1160,0,1982,0,"98034",47.7178,-122.19,1150,2158 +"2895810200","20141002T000000",265000,3,2.5,1400,3368,"2",0,0,3,7,1400,0,2013,0,"98146",47.5134,-122.342,1400,4316 +"2325300060","20140515T000000",344000,3,2.5,1232,1130,"3",0,0,3,7,1232,0,2007,0,"98125",47.7185,-122.317,1232,1202 +"9151600055","20140709T000000",749000,4,2.75,2700,6000,"2",0,0,4,8,2100,600,1910,0,"98116",47.586,-122.383,2050,5400 +"7853321260","20140908T000000",492000,4,2.5,2550,6382,"2",0,0,3,7,2550,0,2007,0,"98065",47.5202,-121.87,2430,5900 +"4219610320","20150119T000000",552500,4,2.5,3260,6902,"2",0,0,3,8,3260,0,2008,0,"98059",47.4829,-122.156,3130,6588 +"2902200016","20141112T000000",653500,2,2.5,1680,1240,"2",0,0,3,8,1120,560,2014,0,"98102",47.6372,-122.324,2060,3630 +"7518507055","20150402T000000",855000,4,3.25,2630,2550,"2",0,0,3,10,2030,600,2006,0,"98117",47.6775,-122.385,1810,2600 +"7502700060","20141119T000000",333000,3,1.5,1260,5758,"2",0,0,3,7,1260,0,1999,0,"98006",47.5524,-122.139,3090,10142 +"3448740160","20140611T000000",415000,4,2.5,2550,4500,"2",0,0,3,7,2550,0,2009,0,"98059",47.4916,-122.153,2340,4526 +"0179001455","20141107T000000",445000,4,3.25,3450,5000,"2",0,0,3,8,3450,0,2008,0,"98178",47.4925,-122.273,1420,5000 +"8669160270","20140710T000000",273500,3,2.5,1550,3402,"2",0,0,3,7,1550,0,2009,0,"98002",47.3523,-122.212,2095,3402 +"4215270070","20140606T000000",969990,4,2.5,4150,8436,"2",0,0,3,10,4150,0,2014,0,"98075",47.5802,-122.039,4070,8438 +"0170000060","20141008T000000",1.2e+006,5,3.5,3900,4400,"2",0,0,3,9,2650,1250,2014,0,"98107",47.6607,-122.362,1190,4400 +"7410200431","20140806T000000",430000,3,3.25,1550,1444,"3",0,0,3,8,1550,0,2006,0,"98115",47.6767,-122.291,1550,1444 +"6600060140","20150323T000000",392000,4,2.5,2130,4000,"2",0,0,3,8,2130,0,2014,0,"98146",47.5108,-122.362,1830,7217 +"2324059314","20140702T000000",795000,4,2.5,2890,7798,"2",0,0,3,9,2890,0,2005,0,"98006",47.5456,-122.129,3300,30950 +"9376301111","20140630T000000",457000,3,2.5,1220,1330,"2",0,0,3,8,1010,210,2008,0,"98117",47.6904,-122.37,1360,3750 +"8956200560","20150320T000000",453000,4,2.5,2502,8306,"2",0,0,3,9,2502,0,2013,0,"98001",47.2953,-122.265,2597,6983 +"6749700002","20140509T000000",376000,3,2,1340,1384,"3",0,0,3,8,1340,0,2008,0,"98103",47.6973,-122.35,1110,1384 +"1438000390","20140804T000000",469995,4,2.5,2350,3800,"2",0,0,3,8,2350,0,2014,0,"98059",47.4783,-122.123,2670,4180 +"8682301600","20150504T000000",540000,3,2.5,1810,3930,"2",0,0,3,8,1810,0,2008,0,"98053",47.7169,-122.02,1560,5100 +"7853361370","20140502T000000",555000,4,2.5,3310,6500,"2",0,0,3,8,3310,0,2012,0,"98065",47.515,-121.87,2380,5000 +"3333001997","20140725T000000",445000,3,2,1620,5101,"1",0,0,3,7,590,1030,2006,0,"98118",47.5448,-122.288,1700,7750 +"7899800857","20141215T000000",256950,2,2,1070,635,"2",0,0,3,9,720,350,2008,0,"98106",47.5212,-122.357,1070,928 +"7338220370","20141006T000000",297000,4,2.5,2230,4952,"2",0,0,3,8,2230,0,2011,0,"98002",47.3363,-122.211,2030,3721 +"9406530160","20141017T000000",320000,4,2.5,1970,4558,"2",0,0,3,8,1970,0,2005,0,"98038",47.3627,-122.04,1980,5123 +"7853280370","20141114T000000",805000,5,4.5,4600,7810,"2",0,0,3,9,3200,1400,2006,0,"98065",47.5381,-121.86,4480,6324 +"2937300520","20140801T000000",799990,4,2.75,3110,6050,"2",0,0,3,9,3110,0,2014,0,"98052",47.705,-122.126,3590,6054 +"2738640310","20150409T000000",680000,4,2.5,3490,3677,"2",0,0,3,9,2850,640,2007,0,"98072",47.774,-122.162,3440,3600 +"6056100312","20140624T000000",395000,3,2.5,1600,1936,"2",0,0,3,7,1600,0,2007,0,"98108",47.5629,-122.297,1600,1936 +"2856100260","20141202T000000",732000,3,2.5,1960,3060,"2",0,0,3,8,1960,0,2010,0,"98117",47.6764,-122.389,1220,3060 +"2724049222","20140802T000000",163800,2,2.5,1000,1092,"2",0,0,3,7,990,10,2004,0,"98118",47.5419,-122.271,1330,1466 +"2724049222","20141201T000000",220000,2,2.5,1000,1092,"2",0,0,3,7,990,10,2004,0,"98118",47.5419,-122.271,1330,1466 +"6149700197","20141106T000000",308625,2,2,1500,1408,"3",0,0,3,7,1500,0,1999,0,"98133",47.7293,-122.343,1500,1245 +"3166900200","20150331T000000",375000,3,2.5,2424,5931,"2",0,0,3,9,2424,0,2014,0,"98042",47.3515,-122.134,2424,6036 +"5137800030","20140701T000000",300000,4,2.5,2303,3826,"2",0,0,3,8,2303,0,2006,0,"98092",47.3258,-122.165,2516,4500 +"3832080070","20140616T000000",284000,3,2.5,1880,6008,"2",0,0,3,7,1880,0,2009,0,"98042",47.3366,-122.052,2180,5185 +"9828702336","20150220T000000",610000,2,2,1210,740,"2",0,0,3,8,780,430,2014,0,"98112",47.6206,-122.3,1480,1171 +"7203180370","20150324T000000",955000,4,3.25,3720,6765,"2",0,0,3,9,3720,0,2012,0,"98053",47.688,-122.018,3100,6790 +"3901100030","20140627T000000",982000,4,2.75,3610,8580,"2",0,0,3,9,3610,0,2014,0,"98033",47.6706,-122.173,2360,8580 +"3126049500","20140522T000000",359000,3,1.5,1360,885,"3",0,0,3,8,1360,0,2008,0,"98103",47.6961,-122.349,1360,1167 +"6666830390","20140718T000000",779380,5,2.5,2590,7084,"2",0,0,3,8,2590,0,2014,0,"98052",47.7053,-122.113,3010,4823 +"1832100055","20140630T000000",1.51e+006,5,3.25,4390,11250,"2",0,0,3,10,4390,0,2007,0,"98040",47.5785,-122.225,2160,9249 +"3629700030","20150223T000000",635000,3,3,2290,1407,"2.5",0,0,3,8,1890,400,2014,0,"98027",47.5446,-122.017,2230,1407 +"3630200960","20140826T000000",1.06e+006,4,3.75,3880,9979,"2.5",0,0,3,10,3880,0,2007,0,"98029",47.5408,-121.992,3130,6112 +"7625702431","20140716T000000",389500,3,2.5,1350,874,"3",0,0,3,8,1270,80,2006,0,"98136",47.549,-122.387,1350,886 +"2895800390","20140807T000000",359800,5,2.5,2170,2752,"2",0,0,3,8,2170,0,2014,0,"98106",47.5165,-122.346,1800,2752 +"3753000030","20140527T000000",399950,3,3,1296,1051,"3",0,0,3,8,1296,0,2009,0,"98125",47.7175,-122.284,1520,1939 +"1773100926","20140603T000000",320000,3,3.25,1530,1602,"2",0,0,3,8,1140,390,2013,0,"98106",47.5555,-122.362,1450,1198 +"0301400320","20140725T000000",255900,3,2.5,1489,3266,"2",0,0,3,7,1489,0,2014,0,"98002",47.3452,-122.217,1537,3273 +"6600060160","20150209T000000",380000,4,2.5,2130,4467,"2",0,0,3,8,2130,0,2014,0,"98146",47.5108,-122.363,1830,8160 +"1861100267","20140918T000000",580000,3,2.75,1430,1521,"2",0,0,3,9,1130,300,2009,0,"98119",47.6353,-122.371,1930,2700 +"3438500036","20150429T000000",545000,5,3.75,2380,7268,"1",0,0,3,8,1430,950,2008,0,"98106",47.5571,-122.357,2040,10810 +"3869900036","20140725T000000",451300,3,2.5,1420,814,"2",0,0,3,8,1140,280,2008,0,"98136",47.5429,-122.387,1340,1382 +"1042700270","20140616T000000",852880,4,3.25,3450,6184,"2",0,0,3,9,3450,0,2014,0,"98074",47.6072,-122.054,3020,5369 +"6817750340","20140919T000000",305000,4,2.5,1914,3150,"2",0,0,3,8,1914,0,2009,0,"98055",47.43,-122.188,1714,3164 +"3448001412","20150430T000000",295000,2,1.5,988,1080,"3",0,0,3,7,988,0,2007,0,"98125",47.7123,-122.301,1128,1080 +"0301400800","20141016T000000",261000,3,2.25,1584,2800,"2",0,0,3,7,1584,0,2012,0,"98002",47.3451,-122.214,1584,2800 +"7852090570","20150317T000000",560000,4,2.5,2630,5710,"2",0,0,3,8,2630,0,2001,0,"98065",47.5342,-121.876,2550,5500 +"7203180070","20140919T000000",795000,4,3.25,3520,5250,"2",0,0,3,9,3520,0,2012,0,"98053",47.6869,-122.019,3220,5781 +"5416510200","20140929T000000",384950,4,2.5,2380,4913,"2",0,0,3,8,2380,0,2006,0,"98038",47.3607,-122.038,2580,5311 +"1931300977","20140508T000000",500000,3,1.75,1410,1197,"3",0,0,3,8,1410,0,2012,0,"98103",47.6558,-122.348,1350,2512 +"7853390260","20150205T000000",640000,4,3.5,3220,5741,"2",0,0,3,9,3220,0,2013,0,"98065",47.5169,-121.886,2960,6534 +"9578500810","20141121T000000",418000,4,3.25,3266,5969,"2",0,0,3,8,3266,0,2014,0,"98023",47.2975,-122.35,3087,5169 +"6844700575","20141010T000000",799000,3,2,2550,4794,"2",0,0,3,9,2550,0,2007,0,"98115",47.6955,-122.29,1630,5100 +"3751601877","20150320T000000",552900,4,3.5,3828,18900,"2.5",0,0,3,9,3828,0,2014,0,"98001",47.2851,-122.277,2120,18900 +"3869900136","20141219T000000",539950,3,2.25,1670,1596,"3",0,0,3,8,1670,0,2014,0,"98136",47.5402,-122.387,1640,1310 +"8956200960","20150120T000000",524225,4,2.5,3056,11385,"2",0,0,3,9,3056,0,2014,0,"98001",47.2905,-122.264,2849,8607 +"2883200083","20150202T000000",424950,2,1.5,1000,1188,"3",0,0,3,8,1000,0,2005,0,"98115",47.6823,-122.327,2300,3500 +"2028700570","20141125T000000",560000,3,3.25,1530,1786,"2",0,0,3,8,1200,330,2007,0,"98117",47.6783,-122.366,1390,2900 +"4188300030","20150429T000000",715000,5,3,3490,6091,"2",0,0,3,9,3490,0,2009,0,"98011",47.7744,-122.225,2870,5932 +"7883603648","20140522T000000",300000,5,2.5,2760,6000,"2",0,0,3,8,2760,0,2006,0,"98108",47.5289,-122.321,1360,6000 +"3630080030","20150224T000000",405000,3,2.5,1440,2163,"2",0,0,3,7,1440,0,2005,0,"98029",47.554,-121.998,1440,2207 +"0173000036","20141007T000000",327000,3,3,1370,1001,"3",0,0,3,8,1370,0,2009,0,"98133",47.7302,-122.355,1399,1151 +"2862500070","20141209T000000",859950,6,4,3180,6551,"2",0,0,3,9,3180,0,2014,0,"98074",47.6236,-122.023,3230,7602 +"7017200055","20150113T000000",560000,4,3,2720,7570,"2",0,0,3,9,2720,0,2008,0,"98133",47.7113,-122.349,1770,5705 +"3278611610","20140907T000000",379900,3,2.5,1800,2792,"2",0,0,3,8,1800,0,2011,0,"98126",47.5442,-122.371,1580,2617 +"4305500030","20150501T000000",625000,3,2.5,3220,6409,"2",0,0,3,9,3220,0,2008,0,"98059",47.4815,-122.127,3330,6231 +"0255460240","20150423T000000",398096,3,2.5,2370,5321,"2",0,0,3,8,2370,0,2014,0,"98038",47.37,-122.019,2370,4357 +"1773100416","20141120T000000",315000,3,2.5,1410,1325,"2",0,0,3,7,1180,230,2007,0,"98106",47.5582,-122.363,1270,1282 +"2937300560","20141212T000000",939000,4,3.5,3640,6049,"2",0,0,3,9,3640,0,2014,0,"98052",47.7049,-122.125,3590,6104 +"9510860560","20140725T000000",674000,3,2.5,1920,3624,"2",0,0,3,9,1920,0,2003,0,"98052",47.6647,-122.087,1930,3533 +"1085621740","20140814T000000",306000,4,2.5,2267,3577,"2",0,0,3,7,2267,0,2014,0,"98092",47.3384,-122.18,2056,3577 +"4139300135","20140709T000000",2.321e+006,5,4.75,5780,17004,"2",0,0,3,11,4260,1520,2006,0,"98040",47.5802,-122.212,3460,10855 +"5100400241","20150202T000000",394950,2,1,1131,1304,"3",0,0,3,7,1131,0,2011,0,"98115",47.6912,-122.313,1131,1992 +"2428100070","20140918T000000",914154,3,3.5,2940,6431,"2",0,0,3,10,2940,0,2014,0,"98075",47.5818,-122.047,2760,6695 +"0726059485","20141117T000000",496000,3,2.5,2180,4533,"2",0,0,3,7,2180,0,2010,0,"98011",47.754,-122.215,2180,7347 +"9834201370","20150417T000000",430100,3,2.25,1400,1078,"2",0,0,3,8,940,460,2009,0,"98144",47.5701,-122.288,1420,1230 +"8564860270","20140708T000000",449990,4,2.5,2680,5539,"2",0,0,3,8,2680,0,2013,0,"98045",47.4759,-121.734,2680,5992 +"8564860270","20150330T000000",502000,4,2.5,2680,5539,"2",0,0,3,8,2680,0,2013,0,"98045",47.4759,-121.734,2680,5992 +"3395071580","20150311T000000",310000,3,2.5,1300,3612,"2",0,0,3,7,1300,0,2005,0,"98118",47.5328,-122.282,1390,2943 +"3682000060","20150323T000000",349950,4,3.5,2796,3520,"2.5",0,0,3,8,2796,0,2013,0,"98001",47.3427,-122.278,2040,5195 +"1646500810","20140919T000000",625000,2,1.75,1460,1500,"2",0,0,3,8,1000,460,2008,0,"98103",47.6853,-122.356,1440,4120 +"7768800160","20140827T000000",1.05471e+006,4,3.5,4210,6481,"2",0,3,3,9,3260,950,2014,0,"98075",47.5765,-122.072,3920,5331 +"3629980860","20140707T000000",680000,4,2.75,2330,3920,"2",0,0,3,9,2330,0,2005,0,"98029",47.5525,-121.99,2410,4063 +"0629890070","20140515T000000",828950,4,3.5,3930,5680,"2",0,1,3,9,2820,1110,2013,0,"98027",47.5528,-122.076,3700,5816 +"7299600140","20150403T000000",274950,3,2.5,1608,4000,"2",0,0,3,8,1608,0,2014,0,"98092",47.2582,-122.198,2009,4983 +"1332700030","20150312T000000",293000,2,2.25,1610,1968,"2",0,0,4,7,1610,0,1979,0,"98056",47.5184,-122.196,1950,1968 +"3630220140","20140613T000000",795000,4,3.5,3200,3250,"2",0,0,3,9,2670,530,2007,0,"98029",47.5515,-122,3400,3663 +"0301400240","20140922T000000",282900,4,2.5,1710,3500,"2",0,0,3,7,1710,0,2014,0,"98002",47.3448,-122.217,1710,3500 +"1233100710","20150416T000000",909950,5,3.75,3050,8972,"2",0,0,3,9,3050,0,2014,0,"98033",47.6819,-122.172,2750,8979 +"0293070270","20141104T000000",922755,4,3.5,3560,4951,"2",0,0,3,9,3560,0,2014,0,"98074",47.6178,-122.055,3540,5500 +"3304030140","20150416T000000",424000,4,2.5,2650,8685,"2",0,0,3,9,2650,0,2006,0,"98001",47.344,-122.269,2650,7932 +"5095401070","20150423T000000",630000,3,2.5,3490,12410,"2",0,0,3,8,2590,900,2009,0,"98059",47.4714,-122.071,1740,14448 +"6358900070","20141222T000000",810000,4,3.25,4140,46173,"2",0,0,3,9,4140,0,2007,0,"98011",47.7647,-122.213,2060,43103 +"8141310030","20140730T000000",256703,3,2,1670,4441,"1",0,0,3,7,1670,0,2014,0,"98022",47.1948,-121.975,1670,4622 +"7203140270","20140515T000000",386380,3,2.5,1720,3600,"2",0,0,3,7,1720,0,2010,0,"98053",47.6856,-122.013,1720,3600 +"8682320320","20140916T000000",485000,2,2,1510,3961,"1",0,0,3,8,1510,0,2010,0,"98053",47.709,-122.018,1510,3962 +"9542840340","20150211T000000",275000,3,2.25,1450,4040,"2",0,0,3,7,1450,0,2010,0,"98038",47.3665,-122.022,1610,4040 +"3943600140","20150302T000000",370000,4,2.5,1812,5026,"2",0,0,3,8,1812,0,2011,0,"98055",47.4513,-122.202,2440,6007 +"2902200240","20140610T000000",499950,2,2.25,1060,1208,"2",0,0,3,8,940,120,2005,0,"98102",47.6371,-122.327,1300,1169 +"3274800505","20150424T000000",502000,3,2.5,1600,3073,"3",0,0,3,8,1600,0,2009,0,"98144",47.5934,-122.298,1130,2921 +"8080400136","20140620T000000",654000,3,3.25,1530,1565,"2",0,0,3,8,1280,250,2005,0,"98122",47.6179,-122.312,1530,1381 +"6371000079","20140714T000000",575000,4,2.25,2070,1230,"3",0,0,3,9,1500,570,2013,0,"98116",47.5775,-122.41,1569,4802 +"5379801920","20150415T000000",500000,4,2.5,3630,7482,"2",0,0,3,10,3630,0,2008,0,"98188",47.4565,-122.287,1600,15716 +"8562770320","20150114T000000",554000,3,2.5,2140,4126,"2",0,0,3,8,1960,180,2005,0,"98027",47.5368,-122.073,2280,2615 +"3449000200","20150508T000000",360000,4,1.75,2010,12188,"1",0,0,4,7,1150,860,1960,0,"98059",47.5013,-122.147,1720,8475 +"0255470030","20150429T000000",619990,4,2.75,2630,4501,"2",0,0,3,8,2630,0,2015,0,"98028",47.7748,-122.244,2380,4599 +"0629650030","20150312T000000",317500,4,2.5,2233,6025,"2",0,0,3,7,2233,0,2012,0,"98001",47.2599,-122.256,1544,6036 +"3574770030","20140828T000000",564950,4,2.75,2990,4521,"2",0,0,3,7,2990,0,2014,0,"98028",47.7401,-122.226,2580,7539 +"7589700055","20140611T000000",545000,2,1.25,1240,2150,"2",0,0,3,8,1240,0,2014,0,"98117",47.6884,-122.374,1340,5289 +"3832050570","20150501T000000",333700,3,2.5,2230,5050,"2",0,0,3,7,2230,0,2006,0,"98042",47.3359,-122.055,2260,5050 +"5167000140","20140711T000000",1.48e+006,3,3.25,3700,2264,"2",0,0,3,11,2280,1420,1998,0,"98033",47.6653,-122.205,3930,2567 +"9578060370","20150408T000000",530000,4,3,2290,5105,"2",0,0,3,8,2290,0,2012,0,"98028",47.7727,-122.237,2450,5105 +"2767604253","20150413T000000",396000,2,1.5,950,865,"3",0,0,3,8,950,0,2006,0,"98107",47.6714,-122.382,1290,1189 +"8562780800","20141016T000000",305000,2,1.75,1120,758,"2",0,0,3,7,1120,0,2012,0,"98027",47.5325,-122.072,1150,758 +"0603000926","20140522T000000",380000,5,3.5,2420,4670,"2",0,0,3,7,2420,0,2013,0,"98118",47.5241,-122.285,1430,4468 +"6817750510","20150303T000000",305000,4,2.5,1714,3250,"2",0,0,3,8,1714,0,2010,0,"98055",47.429,-122.189,1714,3250 +"0423059409","20140928T000000",440000,4,2.5,2230,5650,"2",0,0,3,7,2230,0,2011,0,"98056",47.5073,-122.168,1590,7241 +"0522049074","20140627T000000",459000,4,3,2530,10000,"2",0,0,3,7,2530,0,2013,0,"98148",47.431,-122.335,1420,9898 +"1934800193","20150306T000000",530000,3,3.5,1550,1233,"2",0,0,3,8,1160,390,2005,0,"98122",47.6034,-122.309,1490,1539 +"0847100046","20150416T000000",600000,4,2.75,3110,11225,"2",0,0,3,8,3110,0,2012,0,"98059",47.4865,-122.143,2610,8535 +"1250200693","20140718T000000",515000,3,3,2100,2409,"2",0,0,3,8,1660,440,2008,0,"98144",47.5973,-122.298,1900,2400 +"7338220200","20150408T000000",275000,4,2.5,2150,3721,"2",0,0,3,8,2150,0,2007,0,"98002",47.3363,-122.215,2150,3721 +"1982201596","20150112T000000",540000,3,1.75,1630,1404,"2",0,0,3,8,1020,610,2014,0,"98107",47.6646,-122.367,1420,1670 +"7853270830","20140805T000000",445000,3,2.5,2230,7934,"2",0,0,3,7,2230,0,2005,0,"98065",47.5439,-121.88,2310,4818 +"9352900200","20150407T000000",285000,3,2.5,1320,955,"3",0,0,3,7,1320,0,2009,0,"98106",47.5202,-122.357,1300,1003 +"8850000517","20140731T000000",480000,3,2.5,1590,1431,"2",0,0,3,8,1060,530,2010,0,"98144",47.5893,-122.309,1620,1548 +"3395070560","20150120T000000",440000,5,3.25,2610,3642,"2",0,0,3,8,2080,530,2005,0,"98118",47.535,-122.284,1750,3118 +"7211400576","20150211T000000",287450,3,2.5,1440,2500,"2",0,0,3,7,1440,0,2008,0,"98146",47.5123,-122.358,1440,5000 +"5169700132","20150401T000000",507950,4,2.5,2630,6283,"2",0,0,3,9,2630,0,2006,0,"98059",47.5079,-122.158,2630,7210 +"3204960200","20140619T000000",750000,3,3.5,3390,10078,"2",0,0,3,10,3040,350,2012,0,"98056",47.537,-122.185,3290,12332 +"8024200681","20140703T000000",425000,3,1.5,1400,1022,"3",0,0,3,8,1400,0,2007,0,"98115",47.6989,-122.317,1270,1205 +"9358000550","20141202T000000",420000,3,3.5,1900,2133,"2",0,0,3,8,1520,380,2009,0,"98126",47.5675,-122.369,1530,3264 +"7625702444","20140510T000000",394950,3,2.5,1350,1250,"3",0,0,3,8,1270,80,2006,0,"98136",47.5491,-122.387,1350,886 +"7853370260","20140711T000000",635000,4,3.25,3420,6752,"2",0,2,3,9,3030,390,2012,0,"98065",47.517,-121.876,3010,5172 +"0522079068","20150506T000000",513000,3,2.5,2150,161607,"2",0,0,3,7,1330,820,1995,0,"98038",47.4178,-121.937,2400,207781 +"3023000200","20150505T000000",380000,4,2.5,2110,5306,"2",0,0,3,8,2110,0,2012,0,"98038",47.356,-122.057,2250,5306 +"3758900023","20140521T000000",1.13e+006,4,3.25,3810,8519,"1",0,1,3,10,2680,1130,2007,0,"98033",47.699,-122.207,3240,10748 +"6204050160","20140608T000000",540000,5,3,2870,4369,"2",0,0,3,8,2090,780,2007,0,"98011",47.7449,-122.192,2640,4610 +"8562780200","20150427T000000",352499,2,2.25,1240,705,"2",0,0,3,7,1150,90,2009,0,"98027",47.5321,-122.073,1240,750 +"7702600949","20150505T000000",603000,4,3.5,3610,6345,"2",0,0,3,9,2370,1240,2008,0,"98058",47.4283,-122.102,3010,29279 +"3442000127","20140530T000000",685000,4,2.5,2310,5100,"2",0,0,3,9,2310,0,2013,0,"98177",47.7039,-122.36,1260,5100 +"0255550070","20140626T000000",330675,4,3,1930,3031,"1",0,0,3,7,1200,730,2006,0,"98019",47.7457,-121.985,1930,2611 +"7165700200","20140605T000000",275000,3,3,1390,1080,"2",0,0,3,7,1140,250,2006,0,"98118",47.5323,-122.281,1450,1081 +"8096800270","20140716T000000",259950,3,2.5,1578,7340,"2",0,0,3,7,1578,0,2010,0,"98030",47.3771,-122.186,1850,7200 +"4046500160","20140729T000000",441000,3,2,1720,15000,"1",0,0,3,9,1720,0,2011,0,"98014",47.6927,-121.92,1900,15337 +"7882600326","20141203T000000",1.135e+006,5,3.75,4700,11237,"2",0,0,3,10,2930,1770,2006,0,"98033",47.6624,-122.197,3180,13140 +"9122001230","20141205T000000",590000,3,3.5,1970,5079,"2",0,0,3,8,1680,290,2007,0,"98144",47.5816,-122.296,1940,6000 +"6373000187","20140918T000000",497000,3,2.25,1460,1353,"2",0,0,3,8,1050,410,2012,0,"98116",47.5774,-122.412,1690,3776 +"7967000200","20141121T000000",345500,3,2.5,1930,4000,"2",0,0,3,8,1930,0,2014,0,"98001",47.3518,-122.275,2050,4000 +"2902200241","20140623T000000",562500,3,2.25,1300,907,"2",0,0,3,8,1000,300,2006,0,"98102",47.6371,-122.327,1300,1169 +"0291310390","20140904T000000",355000,3,2.25,1445,1087,"2",0,0,3,7,1300,145,2005,0,"98027",47.5339,-122.067,1410,1336 +"1604601572","20140905T000000",345000,2,2.25,860,696,"2",0,0,3,9,860,0,2009,0,"98118",47.5663,-122.29,1100,3000 +"0259500270","20140505T000000",478000,3,2.5,3040,4535,"2",0,0,3,9,3040,0,2007,0,"98056",47.51,-122.185,2670,4666 +"3166900270","20150402T000000",391500,3,2.5,2424,6143,"2",0,0,3,9,2424,0,2014,0,"98030",47.3512,-122.135,2381,6036 +"2926049582","20150412T000000",265000,2,1.5,1084,3427,"2",0,0,3,7,1084,0,1976,0,"98125",47.7117,-122.326,1084,6250 +"3438503230","20141030T000000",395000,3,2.5,2510,5320,"2",0,0,3,8,2510,0,2005,0,"98106",47.5374,-122.357,1820,5736 +"2827100075","20140727T000000",286308,2,1.5,1220,1036,"3",0,0,3,7,1220,0,2006,0,"98133",47.7348,-122.347,1210,659 +"1702900624","20140527T000000",370000,2,2.25,1280,835,"2",0,0,3,7,1080,200,2009,0,"98118",47.5592,-122.284,1280,1246 +"2856100935","20140923T000000",1.079e+006,5,3.5,3740,5610,"2",0,0,3,9,2860,880,2014,0,"98117",47.6764,-122.392,1520,4590 +"0301401620","20141015T000000",298900,3,2.5,1852,4000,"2",0,0,3,7,1852,0,2014,0,"98002",47.3451,-122.209,2475,4000 +"3630200520","20150421T000000",775000,4,2.5,2580,5787,"2",0,0,3,9,2580,0,2007,0,"98029",47.5416,-121.994,2580,4410 +"0323079065","20140624T000000",790000,4,3.5,3190,31450,"2",0,0,3,9,3190,0,2010,0,"98027",47.501,-121.902,3000,72745 +"7172200125","20140827T000000",1.05e+006,3,2.5,3400,5119,"2",0,0,3,8,2300,1100,2014,0,"98115",47.6843,-122.305,1740,5969 +"3057000400","20140708T000000",249000,2,1.5,1090,2686,"2",0,0,3,7,1090,0,1982,0,"98034",47.717,-122.19,1160,2158 +"3022900070","20140929T000000",348000,3,2,2360,6145,"1",0,0,3,8,2360,0,2011,0,"98030",47.3564,-122.198,2304,5880 +"9406710060","20141114T000000",358000,5,2.5,2460,5604,"2",0,0,3,8,2460,0,2011,0,"98038",47.3658,-122.037,2210,6395 +"3353401070","20140625T000000",260000,5,2.5,2025,7760,"2",0,0,3,7,2025,0,2007,0,"98001",47.2671,-122.256,1664,9000 +"7853280570","20140604T000000",765000,4,3,4410,5104,"2",0,0,3,9,3400,1010,2006,0,"98065",47.5392,-121.861,4390,5537 +"6192410550","20140528T000000",739000,3,2.5,2810,5400,"2",0,0,3,9,2810,0,2005,0,"98052",47.7065,-122.118,2870,5400 +"8562710520","20140505T000000",890000,5,3.5,4490,6000,"2",0,0,3,10,3200,1290,2006,0,"98027",47.5396,-122.073,4530,6000 +"1543000060","20140607T000000",462000,4,2.5,3070,6432,"2",0,0,3,9,3070,0,2006,0,"98055",47.4487,-122.205,2910,5106 +"9536600810","20140708T000000",380000,4,2.5,1984,32400,"1",0,0,3,8,1564,420,1962,0,"98198",47.36,-122.318,1390,9152 +"5428000070","20150511T000000",770000,5,3.5,4750,8234,"2",0,2,3,10,3350,1400,2013,0,"98198",47.3574,-122.318,2160,14496 +"2309000060","20140818T000000",641000,4,3.25,2760,4104,"2",0,0,3,8,1900,860,2014,0,"98056",47.5286,-122.187,2760,5186 +"8043700105","20150417T000000",2.3e+006,4,4,4360,8175,"2.5",1,4,3,10,3940,420,2007,0,"98008",47.5724,-122.104,2670,8525 +"7792000140","20150504T000000",369000,4,2.5,3060,27251,"1.5",0,0,3,8,3060,0,2008,0,"98022",47.1967,-121.966,1760,27251 +"5244801550","20140916T000000",1.112e+006,4,3,2770,2650,"2",0,0,3,9,2180,590,2014,0,"98109",47.6435,-122.354,1820,2960 +"9310300160","20140828T000000",357000,5,2.5,2990,9240,"2",0,0,3,8,2990,0,2015,0,"98133",47.7384,-122.348,1970,18110 +"6762700376","20141126T000000",650000,3,2.75,1540,1251,"2",0,0,3,8,1230,310,2002,0,"98102",47.6298,-122.321,1540,1287 +"1972200428","20140625T000000",563500,3,2.5,1400,1312,"3.5",0,0,3,8,1400,0,2007,0,"98103",47.6534,-122.355,1350,1312 +"7304301231","20140617T000000",345000,3,2.5,1680,2229,"2",0,0,3,7,1680,0,2007,0,"98155",47.7484,-122.322,1230,9300 +"9512200140","20140725T000000",479950,3,2,2260,7163,"1",0,0,3,9,2260,0,2012,0,"98058",47.4593,-122.136,2340,6730 +"7853400260","20140513T000000",660000,4,3.5,3400,5196,"2",0,0,3,9,3400,0,2012,0,"98065",47.5169,-121.884,3170,5260 +"0097600140","20140729T000000",800000,4,2.5,2930,5000,"2",0,0,3,9,2760,170,2007,0,"98006",47.5424,-122.12,3230,5778 +"2822059360","20140724T000000",253101,3,2,1239,6036,"1",0,0,3,7,1239,0,2009,0,"98030",47.3689,-122.175,2060,5746 +"6056110200","20140929T000000",555000,3,3.5,2100,2479,"2",0,0,3,9,1450,650,2011,0,"98118",47.562,-122.292,1800,2457 +"6300000226","20140626T000000",240000,4,1,1200,2171,"1.5",0,0,3,7,1200,0,1933,0,"98133",47.7076,-122.342,1130,1598 +"6300000226","20150504T000000",380000,4,1,1200,2171,"1.5",0,0,3,7,1200,0,1933,0,"98133",47.7076,-122.342,1130,1598 +"9524100196","20141117T000000",239000,2,1.5,680,772,"2",0,0,3,7,680,0,2005,0,"98103",47.695,-122.343,690,1059 +"3013300685","20150318T000000",760000,4,3.25,2690,3995,"2",0,0,3,9,2060,630,2014,0,"98136",47.532,-122.384,1810,4590 +"2619950070","20140826T000000",430000,4,2.5,2750,7200,"2",0,0,3,8,2750,0,2011,0,"98019",47.7327,-121.966,2750,7200 +"7203110240","20140522T000000",660000,3,2.5,2450,4332,"2",0,0,3,8,2450,0,2010,0,"98053",47.6942,-122.016,2450,4154 +"7694200350","20140820T000000",399963,4,2.5,2620,4050,"2",0,0,3,8,2620,0,2014,0,"98146",47.5017,-122.34,2030,3944 +"0007600136","20140718T000000",411000,2,2,1130,1148,"2",0,0,3,9,800,330,2007,0,"98122",47.6023,-122.314,1350,1201 +"1442880160","20140627T000000",483453,4,2.75,2790,5527,"2",0,0,3,8,2790,0,2014,0,"98045",47.4827,-121.773,2620,5509 +"3277801580","20141110T000000",469950,3,2,1820,1357,"3",0,0,3,9,1820,0,2014,0,"98126",47.5432,-122.376,1710,1372 +"1442880640","20140715T000000",504058,4,2.75,2910,7467,"2",0,0,3,8,2910,0,2013,0,"98045",47.4841,-121.772,2790,7868 +"3845101070","20150428T000000",425996,4,2.5,2568,5000,"2",0,0,3,9,2568,0,2014,0,"98092",47.2596,-122.194,2547,4500 +"6791900260","20140708T000000",760005,4,2.75,3090,5859,"2",0,0,3,9,3090,0,2010,0,"98074",47.6057,-122.047,2960,5250 +"9828702339","20150420T000000",699999,2,2,1460,1085,"2",0,0,3,8,950,510,2014,0,"98112",47.6205,-122.299,1580,1202 +"2255500125","20140716T000000",749950,3,2.5,2010,2263,"2",0,0,3,8,1340,670,2014,0,"98122",47.6088,-122.311,1500,2670 +"5541300135","20140708T000000",674600,4,2.5,2610,5140,"2",0,0,3,8,2610,0,2006,0,"98103",47.6951,-122.346,1190,5101 +"4083306616","20150224T000000",450000,2,1.5,960,1000,"2",0,0,3,8,920,40,2008,0,"98103",47.6489,-122.335,1200,1297 +"8096800260","20150407T000000",272000,3,2.5,1528,7616,"2",0,0,3,7,1528,0,2011,0,"98030",47.3774,-122.186,1850,7340 +"2997800024","20140714T000000",450000,2,1.5,1310,1264,"2",0,0,3,8,1120,190,2006,0,"98106",47.5772,-122.409,1330,1265 +"0952005863","20150505T000000",643950,3,2.25,1760,2122,"3",0,0,3,9,1760,0,2015,0,"98116",47.5633,-122.385,1420,1618 +"7772850060","20141110T000000",290000,3,2.5,1420,3542,"2",0,0,3,8,1310,110,2007,0,"98133",47.7731,-122.343,1180,1622 +"6130500070","20141008T000000",378000,3,2.5,1650,2082,"3",0,0,3,8,1650,0,2007,0,"98133",47.7108,-122.332,1650,1965 +"8682300400","20140619T000000",728050,3,2.5,2320,6775,"1",0,0,3,8,2320,0,2008,0,"98053",47.7158,-122.016,1680,4750 +"8956200990","20150426T000000",499160,4,2.5,2628,11466,"2",0,0,3,9,2628,0,2014,0,"98001",47.2904,-122.264,2849,10909 +"9532000070","20141201T000000",536000,4,2.5,2520,4831,"2",0,0,3,8,2520,0,2009,0,"98072",47.7711,-122.168,2430,3937 +"7570050070","20150205T000000",419900,5,3.5,2880,5000,"2",0,0,3,8,2260,620,2012,0,"98038",47.3455,-122.023,2590,4800 +"0946000295","20141210T000000",469000,3,2.25,1440,1362,"3",0,0,3,7,1440,0,2014,0,"98117",47.6908,-122.365,1180,2603 +"3831250350","20150408T000000",374000,3,2.5,2185,6042,"2",0,0,3,9,2185,0,2009,0,"98030",47.3573,-122.202,2297,5876 +"6056100160","20140728T000000",182568,4,1.5,1500,2106,"2",0,0,3,7,1500,0,2014,0,"98108",47.5669,-122.297,1490,2175 +"1402970070","20140626T000000",334888,3,2.5,1769,7324,"2",0,0,3,9,1769,0,2012,0,"98092",47.3307,-122.188,2502,6017 +"2524059267","20140917T000000",799900,4,4,3650,18223,"2",0,3,3,9,3330,320,2013,0,"98006",47.5442,-122.116,3220,11022 +"8091670030","20140512T000000",383000,4,2.5,2160,6223,"2",0,0,3,8,2160,0,2010,0,"98038",47.3494,-122.042,2160,5555 +"1825079046","20141218T000000",580000,3,2.5,1820,374616,"2",0,0,3,7,1820,0,1999,0,"98014",47.6539,-121.959,1870,220654 +"0255450390","20140707T000000",351999,3,2.5,2370,4200,"2",0,0,3,8,2370,0,2014,0,"98038",47.3706,-122.017,2370,4200 +"9301300270","20150223T000000",1.325e+006,3,3,3180,2758,"2",0,2,3,11,2240,940,2008,0,"98109",47.6377,-122.342,2420,2758 +"9347300160","20150125T000000",312000,3,2.5,1780,4077,"2",0,0,3,8,1780,0,2011,0,"98038",47.3568,-122.056,1970,4077 +"0710600070","20140912T000000",674950,4,3.5,2650,3127,"2",0,0,3,8,2230,420,2011,0,"98027",47.5381,-122.046,2330,3137 +"5556300116","20141229T000000",1.105e+006,5,2.75,3300,7560,"2",0,0,3,10,3300,0,2007,0,"98052",47.6467,-122.118,3150,8580 +"1324300126","20150313T000000",415000,2,2.5,1160,1219,"3",0,0,3,8,1160,0,2007,0,"98107",47.6543,-122.358,1320,2800 +"9279700013","20140710T000000",1.25e+006,3,3,3460,5353,"2",0,0,3,10,2850,610,2007,0,"98116",47.5858,-122.393,2460,6325 +"3336500140","20140919T000000",208800,3,2.5,1390,2450,"2",0,0,3,7,1390,0,2009,0,"98118",47.5298,-122.269,1390,2450 +"2767604212","20141029T000000",452000,2,2.5,1260,1131,"3",0,0,3,8,1260,0,2006,0,"98107",47.6715,-122.384,1490,2500 +"6719600030","20150422T000000",837000,5,2.75,2940,5225,"2",0,0,3,8,2760,180,2010,0,"98052",47.6879,-122.107,3090,6261 +"3204930510","20150224T000000",780000,5,3.5,3190,4247,"2",0,0,3,8,2430,760,2013,0,"98052",47.7016,-122.103,2580,3989 +"7582700075","20141002T000000",1.485e+006,4,3.5,3930,6120,"2",0,0,3,10,3310,620,2007,0,"98105",47.6646,-122.28,3390,6120 +"0191100435","20140926T000000",1.6e+006,5,3.75,3570,10125,"2",0,0,3,10,3570,0,2014,0,"98040",47.5639,-122.223,1760,10125 +"0255450030","20140918T000000",369946,3,2.5,2420,4725,"2",0,0,3,8,2420,0,2014,0,"98038",47.371,-122.018,2370,4200 +"9476200710","20140608T000000",530000,3,2.75,3400,7200,"2",0,2,3,9,2470,930,2009,0,"98056",47.4878,-122.191,1580,8676 +"1329300070","20150320T000000",386000,4,2.5,2478,6079,"2",0,0,3,8,2478,0,2012,0,"98030",47.3524,-122.175,2279,6079 +"0357000135","20150218T000000",1.9e+006,4,2.5,3070,7830,"2",0,2,3,11,1970,1100,2009,0,"98144",47.593,-122.291,2440,4682 +"7203600560","20140911T000000",735000,4,3.5,3200,7605,"2",0,2,3,9,2500,700,2013,0,"98198",47.3443,-122.327,2240,4416 +"0715010140","20141002T000000",1.75e+006,5,3.25,5790,12739,"2",0,3,3,10,4430,1360,2014,0,"98006",47.538,-122.114,5790,13928 +"3869900138","20150223T000000",489950,3,2.25,1590,926,"3",0,0,3,8,1590,0,2014,0,"98136",47.5402,-122.387,1640,1321 +"2114700374","20150413T000000",357500,3,3,1730,1442,"2",0,0,3,8,1440,290,2008,0,"98106",47.5344,-122.348,1370,1524 +"9264450550","20140520T000000",329995,4,2.5,2303,3680,"2",0,0,3,8,2303,0,2013,0,"98001",47.2599,-122.283,2303,3760 +"3862710200","20140925T000000",414000,3,2.5,1790,3754,"2",0,0,3,8,1790,0,2013,0,"98065",47.534,-121.841,1800,3393 +"0291310310","20141210T000000",533500,3,3.5,2490,3517,"2",0,0,3,8,1720,770,2005,0,"98027",47.5341,-122.067,1600,2378 +"3814900260","20150305T000000",402395,4,2.5,2669,5385,"2",0,0,3,9,2669,0,2014,0,"98092",47.3262,-122.165,2669,4645 +"8562790710","20150410T000000",725000,4,3.25,2610,2552,"2",0,0,3,10,2160,450,2008,0,"98027",47.5322,-122.076,2610,2664 +"3425069117","20140828T000000",1.275e+006,6,5.25,6160,27490,"2",0,0,3,11,4040,2120,2007,0,"98074",47.6094,-122.023,4225,9100 +"2895800640","20140917T000000",239800,2,1.75,1290,1493,"2",0,0,3,8,1290,0,2014,0,"98106",47.5171,-122.346,1410,1875 +"3438500253","20140904T000000",616950,5,3.5,3560,5008,"2",0,0,3,8,2810,750,2013,0,"98106",47.5542,-122.359,2910,5026 +"3630200340","20141001T000000",1.258e+006,4,3.25,4360,6000,"2",0,3,3,11,3400,960,2007,0,"98027",47.5408,-121.994,4310,6000 +"2770601769","20140617T000000",435000,3,2.25,1230,1238,"2",0,0,3,8,1080,150,2009,0,"98199",47.6519,-122.384,1230,953 +"2225069036","20140815T000000",925000,4,3.25,3640,60086,"2",0,0,3,10,3640,0,2005,0,"98074",47.6328,-122.016,2900,51721 +"9525600030","20150428T000000",631500,2,2.5,1780,2493,"3",0,0,3,8,1780,0,1981,0,"98107",47.6704,-122.358,2050,4400 +"0993002108","20150330T000000",399995,3,1.5,1140,1069,"3",0,0,3,8,1140,0,2005,0,"98103",47.6907,-122.342,1230,1276 +"0993000327","20140506T000000",369950,3,2,1270,1320,"3",0,0,3,8,1270,0,2006,0,"98103",47.6937,-122.342,1370,1320 +"1523059239","20150423T000000",475000,5,3.5,2780,3583,"2",0,0,3,8,2180,600,2005,0,"98059",47.4879,-122.152,2640,3850 +"7967000270","20141125T000000",353000,4,2.5,1912,5000,"2",0,0,3,8,1912,0,2012,0,"98001",47.3511,-122.275,2020,5000 +"7137800310","20150225T000000",329950,4,2.5,2300,9690,"2",0,0,3,8,2300,0,2006,0,"98023",47.2793,-122.352,1200,9085 +"2211300260","20150313T000000",367000,3,2.5,2828,4050,"2",0,0,3,8,2828,0,2013,0,"98030",47.382,-122.197,2513,4507 +"8956200070","20140905T000000",447500,4,2.5,2425,9017,"2",0,0,3,9,2425,0,2013,0,"98001",47.3003,-122.263,2725,7019 +"1257201420","20140709T000000",595000,4,3.25,3730,4560,"2",0,0,3,9,2760,970,2015,0,"98103",47.6725,-122.33,1800,4560 +"1523300140","20140904T000000",325000,1,1,730,1942,"1",0,0,3,7,730,0,2009,0,"98144",47.5943,-122.299,1020,2044 +"9831200186","20150203T000000",690000,2,2.5,1990,1756,"3",0,0,3,9,1780,210,2005,0,"98102",47.6264,-122.323,1955,1438 +"7660100238","20141111T000000",329950,3,2.5,1300,812,"2",0,0,3,8,880,420,2008,0,"98144",47.5893,-122.317,1300,824 +"5381000477","20150128T000000",399500,4,2.5,2560,7492,"2",0,0,3,8,2560,0,2014,0,"98188",47.4467,-122.287,1260,11541 +"0207700180","20150121T000000",555000,5,2.5,2450,5047,"2",0,0,3,8,2450,0,2007,0,"98011",47.7724,-122.168,2450,4478 +"5288200072","20141001T000000",427000,2,1.5,1440,725,"2",0,0,3,8,1100,340,2011,0,"98126",47.5607,-122.378,1440,4255 +"9524100322","20141020T000000",375000,3,2.25,1140,1557,"3",0,0,3,8,1140,0,2007,0,"98103",47.6947,-122.342,1140,1245 +"1732800184","20140508T000000",499000,2,1.5,1110,957,"2",0,0,3,8,930,180,2005,0,"98119",47.6319,-122.362,1680,1104 +"1425069103","20140718T000000",750000,3,2.5,2620,43832,"2",0,0,3,8,2620,0,2013,0,"98053",47.655,-122.009,2620,120686 +"8165500790","20141229T000000",336900,3,2.5,1690,1200,"2",0,0,3,8,1410,280,2014,0,"98106",47.5388,-122.367,1740,1664 +"7658600081","20140919T000000",555000,2,2.75,1950,1610,"3",0,0,3,8,1950,0,2009,0,"98144",47.5925,-122.302,910,1745 +"1245003268","20141106T000000",1.275e+006,4,3.5,3530,8126,"2",0,0,3,10,3530,0,2007,0,"98033",47.6847,-122.2,2660,8126 +"8010100220","20141014T000000",999950,4,3.5,3310,4684,"2",0,0,3,9,2290,1020,2014,0,"98116",47.579,-122.389,1850,4750 +"7974200452","20140625T000000",975000,5,3,2620,5477,"2",0,0,3,10,2620,0,2009,0,"98115",47.6804,-122.288,1680,5217 +"8943600360","20150219T000000",299000,3,2.25,1350,3582,"2",0,0,3,8,1350,0,2010,0,"98031",47.4214,-122.191,1940,3860 +"3026059361","20150417T000000",479000,2,2.5,1741,1439,"2",0,0,3,8,1446,295,2007,0,"98034",47.7043,-122.209,2090,10454 +"6130500120","20150417T000000",428000,3,2.5,1650,2201,"3",0,0,3,8,1650,0,2007,0,"98133",47.7108,-122.333,1650,1965 +"3575305485","20140829T000000",409000,3,2.5,1890,6500,"2",0,0,3,7,1890,0,2012,0,"98074",47.6225,-122.058,2340,7500 +"0666000142","20150326T000000",798500,3,3,1950,1833,"3",0,0,3,9,1610,340,2009,0,"98004",47.6078,-122.202,2040,2131 +"7853280620","20141212T000000",689000,4,3.5,4490,5805,"2",0,0,3,9,3390,1100,2006,0,"98065",47.5389,-121.86,4410,6299 +"8946390040","20140508T000000",375000,6,2.25,3206,5793,"2",0,0,3,7,3206,0,2012,0,"98032",47.369,-122.287,2527,5804 +"5416300230","20140717T000000",775000,4,3.5,4130,77832,"2",0,2,3,10,4130,0,2011,0,"98042",47.3229,-122.045,4130,87476 +"1604730150","20141014T000000",639983,5,3,2800,5700,"2",0,0,3,8,2800,0,2014,0,"98059",47.4969,-122.145,2910,5349 +"8669180150","20150326T000000",300000,4,3,1984,4419,"2",0,0,3,7,1984,0,2010,0,"98002",47.3514,-122.213,2440,4418 +"1081330180","20141222T000000",627000,4,2.5,2750,11830,"2",0,0,3,9,2750,0,2014,0,"98059",47.4698,-122.121,2310,11830 +"2309710230","20150415T000000",275000,3,2.75,1740,5757,"1",0,0,3,7,1740,0,2010,0,"98022",47.1941,-121.979,2380,5647 +"2895800610","20140926T000000",352800,4,2.25,1800,2752,"2",0,0,3,8,1800,0,2014,0,"98106",47.5167,-122.346,1650,2752 +"3362400092","20150312T000000",565000,3,2.25,1540,1005,"3",0,0,3,8,1540,0,2008,0,"98103",47.6828,-122.346,1510,1501 +"3052700385","20150414T000000",765000,4,2.25,2030,2222,"2",0,0,3,9,1610,420,2015,0,"98117",47.679,-122.375,1420,2222 +"2738640040","20150409T000000",644000,4,2.5,3310,4839,"2",0,0,3,9,3310,0,2007,0,"98072",47.773,-122.161,3240,5280 +"8024200674","20150223T000000",461000,3,1.5,1270,1416,"3",0,0,3,8,1270,0,2007,0,"98115",47.6988,-122.317,1270,1413 +"3353400092","20141223T000000",270500,5,2.5,2406,7093,"2",0,0,3,8,2406,0,2006,0,"98001",47.2615,-122.252,1767,7093 +"6003500749","20140701T000000",640000,2,2.25,1540,965,"3",0,0,3,9,1540,0,2007,0,"98122",47.6181,-122.318,1410,964 +"8956200530","20140805T000000",457000,4,2.5,2820,6983,"2",0,0,3,9,2820,0,2013,0,"98001",47.2958,-122.265,2597,7222 +"0133000271","20141201T000000",355000,5,2.5,2540,5100,"2",0,0,3,7,2540,0,2014,0,"98168",47.5123,-122.316,1400,9440 +"6749700063","20141215T000000",356000,2,2.25,1230,989,"3",0,0,3,8,1230,0,2007,0,"98103",47.6975,-122.348,1230,1223 +"3278613060","20140805T000000",425000,4,2.5,1900,2766,"2",0,0,3,8,1900,0,2014,0,"98106",47.543,-122.368,1900,2604 +"7708200880","20140923T000000",562500,5,2.75,2920,6327,"2",0,0,3,8,2920,0,2007,0,"98059",47.4935,-122.145,2520,5026 +"2767600673","20140701T000000",460000,3,2.5,1450,1053,"2",0,0,3,8,940,510,2008,0,"98107",47.6754,-122.374,1410,1080 +"7299810040","20150406T000000",790000,4,3,5370,69848,"2",0,0,3,10,3500,1870,2005,0,"98042",47.3166,-122.046,4443,94403 +"0993000308","20150318T000000",401000,3,2,1270,1333,"3",0,0,3,8,1270,0,2006,0,"98103",47.6933,-122.342,1330,1333 +"3364900040","20140828T000000",1.095e+006,3,2.5,2550,5100,"2",0,0,3,9,2550,0,2014,0,"98115",47.6757,-122.326,1250,4080 +"9578090180","20150403T000000",850000,4,3,3070,7150,"2",0,0,3,9,3070,0,2007,0,"98052",47.7079,-122.107,3200,6984 +"9542840120","20140702T000000",274500,3,2.25,1450,4050,"2",0,0,3,7,1450,0,2010,0,"98038",47.367,-122.019,1660,3800 +"3860900035","20150415T000000",1.94e+006,5,3.5,4230,16526,"2",0,0,3,10,4230,0,2008,0,"98004",47.5933,-122.199,3000,12362 +"7202300040","20140804T000000",808000,4,2.5,3480,6262,"2",0,0,3,9,3480,0,2003,0,"98053",47.6857,-122.045,3490,6629 +"1773100972","20140515T000000",312000,3,2.25,1490,974,"2",0,0,3,7,1220,270,2009,0,"98106",47.5567,-122.363,1490,1283 +"3626039424","20140616T000000",320000,3,2.25,1200,1400,"3",0,0,3,8,1200,0,2005,0,"98133",47.7046,-122.357,1370,6552 +"3175200220","20150113T000000",410000,3,2.5,2150,4332,"2",0,0,3,8,2150,0,2013,0,"98019",47.7373,-121.969,2140,4332 +"7852120120","20140620T000000",725000,3,3.5,3690,8837,"2",0,0,3,10,3690,0,2001,0,"98065",47.5402,-121.876,3690,9585 +"7813500040","20141015T000000",335000,4,2.5,1900,3301,"2",0,0,3,7,1900,0,2007,0,"98178",47.489,-122.249,1960,3379 +"7242800040","20150120T000000",519990,4,3.25,1690,1321,"2",0,0,3,8,1320,370,2014,0,"98052",47.678,-122.117,3080,4558 +"1442880650","20140610T000000",533112,4,2.75,2790,8853,"2",0,0,3,8,2790,0,2013,0,"98045",47.4842,-121.772,2790,8092 +"3355400242","20141028T000000",274900,3,2,1936,6612,"2",0,0,3,7,1936,0,2014,0,"98001",47.2602,-122.246,1620,21600 +"8562780540","20141222T000000",325000,2,2.25,1150,711,"2",0,0,3,7,1150,0,2013,0,"98027",47.5323,-122.07,1150,748 +"0923049203","20140529T000000",350000,4,2.5,2040,22653,"2",0,0,3,7,2040,0,2011,0,"98168",47.4991,-122.299,2020,20502 +"3578600141","20140923T000000",550000,4,2.5,2470,7539,"2",0,0,3,9,2470,0,2006,0,"98028",47.7407,-122.226,2580,7539 +"0053500450","20150309T000000",311850,4,2.5,1890,4158,"2",0,0,3,8,1890,0,2014,0,"98042",47.343,-122.056,2720,4549 +"1934800180","20150210T000000",526000,3,2.5,1626,1583,"2.5",0,0,3,8,1419,207,2007,0,"98122",47.6031,-122.309,1400,1583 +"3023000210","20141001T000000",375000,4,2.5,2250,5306,"2",0,0,3,8,2250,0,2012,0,"98038",47.356,-122.057,2250,5306 +"1773100967","20150223T000000",299999,3,2.25,1350,1234,"2",0,0,3,7,1160,190,2007,0,"98106",47.5565,-122.363,1420,1234 +"2767704777","20140919T000000",436000,3,2.5,1460,1238,"2",0,0,3,8,1200,260,2008,0,"98107",47.6719,-122.374,1280,1257 +"1085621960","20141212T000000",303000,3,2.5,2056,3564,"2",0,0,3,7,2056,0,2014,0,"98092",47.338,-122.181,2056,3577 +"2771602174","20140701T000000",525000,2,2.5,1160,1458,"2",0,0,3,8,1040,120,2012,0,"98119",47.6384,-122.373,1650,2311 +"6762700452","20140613T000000",575000,3,3,1384,1287,"2",0,0,3,8,1144,240,2006,0,"98102",47.6295,-122.32,1570,1288 +"5695000142","20141024T000000",420000,2,1.5,1100,1107,"3",0,0,3,8,1100,0,2008,0,"98103",47.6584,-122.35,1110,2750 +"9578140180","20140611T000000",329950,3,2.5,2456,7566,"2",0,0,3,8,2456,0,2012,0,"98023",47.297,-122.351,2478,7212 +"2124069115","20141021T000000",1.83e+006,4,4.25,4500,215186,"2",0,3,3,11,2630,1870,2009,0,"98029",47.559,-122.045,3030,25447 +"3864000120","20150408T000000",1.175e+006,4,3.25,3780,10099,"1",0,1,3,11,2240,1540,2006,0,"98006",47.5508,-122.192,3120,10669 +"2768200212","20140911T000000",499950,2,2.5,1320,1157,"2",0,0,3,8,990,330,2014,0,"98107",47.6689,-122.363,1550,1519 +"7852070210","20140527T000000",1.149e+006,4,3,5940,11533,"2",0,4,3,11,4950,990,2004,0,"98065",47.5443,-121.87,4240,12813 +"7853361210","20150218T000000",400000,3,2,1650,5027,"1.5",0,0,3,7,1650,0,2009,0,"98065",47.515,-121.874,2430,6000 +"8141310040","20140627T000000",246950,3,3,1670,4440,"1",0,0,3,7,1670,0,2014,0,"98022",47.1948,-121.975,1670,4622 +"6852700097","20140806T000000",630000,3,3.25,1610,1275,"2",0,0,3,8,1220,390,2005,0,"98102",47.6236,-122.318,1750,3000 +"7708210040","20140912T000000",561000,5,2.75,3370,10315,"2",0,0,3,9,3370,0,2006,0,"98059",47.4893,-122.146,3010,8296 +"0053500760","20141208T000000",287000,4,2.5,2660,4082,"2",0,0,3,7,2660,0,2010,0,"98042",47.3414,-122.055,2390,4876 +"3528900771","20150331T000000",600000,3,3.25,1690,1473,"2",0,0,3,8,1380,310,2008,0,"98109",47.6397,-122.345,1670,2594 +"9126100813","20140828T000000",490000,3,2.25,1620,1062,"3",0,0,3,8,1620,0,2014,0,"98122",47.6051,-122.304,1560,1728 +"3679400503","20150330T000000",330000,3,1.75,1300,958,"2",0,0,3,7,840,460,2011,0,"98108",47.5677,-122.314,1340,1254 +"1760650210","20141201T000000",286950,4,2.5,1610,4052,"2",0,0,3,7,1610,0,2013,0,"98042",47.3603,-122.081,2110,4034 +"2652501565","20150423T000000",1.55e+006,3,3.25,3530,4920,"2",0,0,3,9,2660,870,2015,0,"98109",47.641,-122.357,1900,4200 +"1237500577","20150212T000000",880000,4,2.5,3550,8618,"2",0,0,3,10,3550,0,2007,0,"98052",47.6776,-122.161,1310,9746 +"6382500084","20141013T000000",577450,3,3,1730,1755,"3",0,0,3,8,1730,0,2014,0,"98117",47.6944,-122.377,1830,1804 +"3023000410","20150430T000000",405000,5,2.75,2400,4900,"2",0,0,3,8,2400,0,2011,0,"98038",47.355,-122.057,2110,5696 +"2767601752","20140707T000000",510000,3,2.5,1420,1237,"3",0,0,3,8,1420,0,2014,0,"98107",47.674,-122.387,1510,2501 +"2771604196","20140812T000000",465000,2,1.5,1220,1120,"2.5",0,0,3,8,1110,110,2008,0,"98199",47.6374,-122.388,2010,3175 +"1778500620","20140707T000000",1.3e+006,4,2.25,2360,4000,"2",0,0,3,9,2360,0,2013,0,"98112",47.6198,-122.289,3040,4400 +"1823059241","20150408T000000",609000,4,3.5,3990,11270,"2",0,3,3,9,2930,1060,2007,0,"98055",47.488,-122.225,1980,11328 +"9267200062","20140911T000000",336000,3,2.5,1260,1211,"3",0,0,3,8,1260,0,2004,0,"98103",47.6969,-122.343,1270,1211 +"3278606110","20150108T000000",375000,3,2.5,1580,2407,"2",0,0,3,8,1580,0,2013,0,"98126",47.5455,-122.368,1580,2212 +"1657530180","20141204T000000",294500,3,2.5,1760,2688,"2",0,0,3,7,1760,0,2005,0,"98059",47.4903,-122.166,1760,2329 +"2754700035","20141125T000000",925000,5,3.5,3420,4216,"2",0,0,3,9,2520,900,2008,0,"98115",47.6799,-122.304,1420,4500 +"2568200120","20141215T000000",730000,5,2.75,2870,6593,"2",0,0,3,9,2870,0,2006,0,"98052",47.7075,-122.102,3150,6593 +"6601200040","20140919T000000",280000,4,2.5,1934,5677,"2",0,0,3,8,1934,0,2013,0,"98001",47.2602,-122.252,1919,5049 +"2767601750","20140815T000000",500000,3,1.5,1220,962,"3",0,0,3,8,1220,0,2014,0,"98107",47.674,-122.387,1510,2501 +"7853350220","20150324T000000",605000,3,2.75,2450,5750,"2",0,0,3,9,2450,0,2013,0,"98065",47.5439,-121.862,3200,8036 +"6163900628","20140516T000000",379950,3,3.25,1860,1787,"3",0,0,3,8,1860,0,2007,0,"98155",47.7563,-122.316,1830,1787 +"1689401526","20150323T000000",605000,3,2.5,1500,1119,"3",0,2,3,7,1110,390,2008,0,"98109",47.6327,-122.346,1500,1057 +"8725950360","20150501T000000",720000,2,1.75,1570,1108,"3",0,0,3,9,1570,0,2007,0,"98004",47.6215,-122.2,1940,1160 +"9826700697","20141103T000000",549900,3,2,1280,960,"2",0,0,3,9,1040,240,2014,0,"98122",47.602,-122.311,1280,1173 +"9578500180","20150121T000000",427000,3,2.5,3192,5653,"2",0,0,3,8,3192,0,2014,0,"98023",47.2956,-122.35,3000,5134 +"9826700707","20141028T000000",492000,3,2.5,1690,1479,"3",0,0,3,8,1420,270,2005,0,"98122",47.6022,-122.311,1280,1253 +"8138870530","20140505T000000",419190,2,2.5,1590,1426,"2",0,0,3,8,1590,0,2014,0,"98029",47.5441,-122.013,1590,1426 +"4188300180","20141112T000000",650000,3,2.5,2870,7288,"2",0,0,3,9,2870,0,2012,0,"98011",47.7745,-122.225,2870,5998 +"5416510530","20141124T000000",379950,4,2.5,2580,4818,"2",0,0,3,8,2580,0,2005,0,"98038",47.3607,-122.038,2570,5386 +"4181200540","20140728T000000",269800,4,2.75,1830,3420,"2",0,0,3,8,1830,0,2012,0,"98198",47.366,-122.308,1813,3420 +"2222059154","20140813T000000",407000,4,2.5,2927,6000,"2",0,0,3,7,2927,0,2011,0,"98042",47.3737,-122.16,2533,6000 +"8032700072","20150415T000000",580000,3,1.5,1320,1250,"3",0,0,3,8,1320,0,2008,0,"98103",47.6536,-122.341,1560,1694 +"7203140220","20150116T000000",389700,3,2.5,1720,3581,"2",0,0,3,7,1720,0,2011,0,"98053",47.6861,-122.013,1720,3600 +"1278000210","20150311T000000",110000,2,1,828,4524,"1",0,0,3,6,828,0,1968,2007,"98001",47.2655,-122.244,828,5402 +"6058600220","20140731T000000",230000,3,1.5,1040,1264,"2",0,0,3,9,900,140,2015,0,"98144",47.5951,-122.301,1350,3000 +"1442880610","20140829T000000",533380,4,2.75,2790,6685,"2",0,0,3,8,2790,0,2014,0,"98045",47.4838,-121.773,2790,6444 +"3679400484","20140918T000000",295500,3,2.5,1410,1332,"2",0,0,3,7,960,450,2014,0,"98108",47.5683,-122.314,1410,1343 +"3825310180","20141007T000000",860000,4,4.5,4040,8400,"2",0,0,3,9,3220,820,2006,0,"98052",47.7067,-122.131,3940,8400 +"3630220180","20140708T000000",812000,4,3.5,3370,3634,"2",0,0,3,9,2750,620,2007,0,"98029",47.5519,-122.001,3200,3650 +"3336500180","20140605T000000",324500,3,2.5,1660,3990,"2",0,0,3,7,1660,0,2009,0,"98118",47.5298,-122.268,1670,4050 +"2781270530","20150326T000000",193000,2,1.75,910,2550,"1",0,0,3,6,910,0,2004,0,"98038",47.3494,-122.022,1310,2550 +"0993001563","20140522T000000",355000,3,2.25,1280,959,"3",0,0,3,8,1280,0,2005,0,"98103",47.6914,-122.343,1130,1126 +"9578060540","20140614T000000",525000,4,2.75,2360,4924,"2",0,0,3,8,2360,0,2008,0,"98028",47.7737,-122.235,2360,4670 +"2222059052","20150227T000000",370950,3,2.5,2529,9653,"2",0,0,3,7,2529,0,2012,0,"98042",47.3738,-122.161,2533,6125 +"1239400650","20141107T000000",1.242e+006,4,3.5,4700,10183,"1",0,2,3,11,2660,2040,2002,0,"98033",47.6728,-122.189,3770,9000 +"8835800450","20150504T000000",950000,3,2.5,2780,275033,"1",0,0,3,10,2780,0,2006,0,"98045",47.4496,-121.766,1680,16340 +"0293070120","20140918T000000",888990,4,2.75,3540,5500,"2",0,0,3,9,3540,0,2014,0,"98074",47.6181,-122.056,3540,5500 +"1176001117","20150319T000000",705000,3,2.5,1580,1321,"2",0,2,3,8,1080,500,2014,0,"98107",47.6688,-122.402,1530,1357 +"7889601165","20140826T000000",268000,3,2.5,1700,2250,"2",0,0,3,7,1700,0,2014,0,"98168",47.4914,-122.334,1520,4500 +"7227801581","20140507T000000",305450,3,2.5,1600,3573,"2",0,0,3,7,1600,0,2013,0,"98056",47.507,-122.181,1500,11089 +"9895000040","20140703T000000",399900,2,1.75,1410,1005,"1.5",0,0,3,9,900,510,2011,0,"98027",47.5446,-122.018,1440,1188 +"9528102993","20141229T000000",495000,3,1.5,1580,1228,"3",0,0,3,8,1580,0,2014,0,"98115",47.6765,-122.32,1580,3605 +"3746700120","20141104T000000",857326,3,3.5,3940,11632,"2",0,0,3,10,3940,0,2014,0,"98166",47.438,-122.344,2015,11632 +"0745530040","20140911T000000",845950,5,2.75,4450,9600,"2",0,0,3,9,3650,800,2014,0,"98011",47.7336,-122.21,4000,9750 +"7299600180","20140610T000000",303210,4,2.5,2009,5000,"2",0,0,3,8,2009,0,2014,0,"98092",47.2577,-122.198,2009,5182 +"2149800278","20141015T000000",343000,6,5,2732,7655,"2",0,0,3,7,2732,0,2009,0,"98002",47.3045,-122.211,3078,69993 +"2517000650","20140716T000000",300000,3,2.5,2090,4590,"2",0,0,3,7,2090,0,2005,0,"98042",47.3992,-122.163,2190,4060 +"6021503708","20141122T000000",334900,2,2.5,980,1013,"3",0,0,3,8,980,0,2008,0,"98117",47.6844,-122.387,980,1023 +"8559300120","20150416T000000",477500,5,3.5,2815,5619,"2",0,0,3,9,2815,0,2012,0,"98055",47.4299,-122.207,2583,5295 +"3305100230","20140618T000000",820000,4,2.5,3170,8523,"2",0,0,3,9,3170,0,2008,0,"98033",47.6854,-122.184,3230,8523 +"2135200155","20140805T000000",580000,5,3.25,3030,7410,"2",0,0,3,8,2150,880,2014,0,"98106",47.553,-122.354,2020,7410 +"2919700109","20140722T000000",350000,2,2.5,1280,940,"2",0,0,3,8,1060,220,2006,0,"98103",47.6904,-122.364,1290,2900 +"8725950220","20150226T000000",910000,3,2.5,2030,1160,"3",0,0,3,9,1970,60,2007,0,"98004",47.6213,-122.2,1950,1160 +"1776230220","20140626T000000",414000,3,2.5,2490,4540,"2.5",0,0,3,8,2490,0,2012,0,"98059",47.5051,-122.155,2640,3844 +"9211010230","20150330T000000",525000,3,2.5,3030,4500,"2",0,0,3,8,3030,0,2009,0,"98059",47.4944,-122.15,3030,4501 +"1972201772","20150409T000000",650000,2,2.5,1470,690,"3",0,3,3,8,1470,0,2008,0,"98103",47.6523,-122.346,1480,1284 +"9268851320","20141210T000000",450000,3,2.25,1620,997,"2.5",0,0,3,8,1540,80,2012,0,"98027",47.5394,-122.027,1620,1068 +"1424059154","20140516T000000",1.27e+006,4,3,5520,8313,"2",0,3,3,9,3570,1950,2008,0,"98006",47.5655,-122.129,3770,8278 +"0626059365","20150412T000000",699000,3,3.5,3200,10344,"2",0,0,3,10,3200,0,2007,0,"98011",47.7636,-122.216,2550,20152 +"3885802136","20140723T000000",899000,4,2.5,2580,3943,"2",0,0,3,8,2580,0,2013,0,"98033",47.6853,-122.21,1700,5772 +"7967000150","20140808T000000",353500,4,3,2050,4000,"2",0,0,3,8,2050,0,2014,0,"98001",47.3523,-122.275,2050,4000 +"7853360720","20140908T000000",485000,3,2.5,2430,5867,"2",0,0,3,7,2430,0,2011,0,"98065",47.5162,-121.872,2620,5866 +"8562790150","20140626T000000",782900,4,3.25,3060,3898,"2",0,0,3,10,2300,760,2014,0,"98027",47.5311,-122.073,2920,3448 +"1226039124","20150428T000000",529000,2,2,1540,9714,"2",0,0,3,8,1540,0,2008,0,"98177",47.7628,-122.359,1840,8179 +"2767704251","20150416T000000",514700,3,3.25,1310,1072,"2",0,0,3,8,1060,250,2008,0,"98107",47.6744,-122.374,1160,1266 +"3862710210","20140520T000000",409316,3,2.5,1800,3168,"2",0,0,3,8,1800,0,2014,0,"98065",47.5342,-121.841,1800,3393 +"0255460330","20150506T000000",388598,3,2.5,2370,4200,"2",0,0,3,8,2370,0,2014,0,"98038",47.3699,-122.019,2370,4370 +"0291310610","20150227T000000",415000,3,2.25,1445,1512,"2",0,0,3,7,1300,145,2004,0,"98027",47.5341,-122.069,1445,1082 +"9126101121","20150407T000000",521500,3,2.25,1450,1619,"2",0,0,3,8,1140,310,2006,0,"98122",47.6076,-122.304,1580,3472 +"9274200322","20140820T000000",580000,3,2.5,1740,1236,"3",0,2,3,8,1740,0,2008,0,"98116",47.5891,-122.387,1740,1280 +"6666830230","20140630T000000",882566,4,2.5,3560,5265,"3",0,0,3,8,3560,0,2014,0,"98052",47.7047,-122.113,3220,4892 +"1604601803","20150408T000000",525000,3,2.75,2130,1400,"2",0,0,3,9,1080,1050,2010,0,"98118",47.5661,-122.29,1880,3132 +"7702080150","20141201T000000",515000,5,2.75,2980,4502,"2",0,0,3,9,2980,0,2007,0,"98028",47.7698,-122.235,2850,4501 +"7853400220","20140926T000000",589410,3,3,2840,7201,"2",0,0,3,9,2840,0,2014,0,"98065",47.5165,-121.883,2540,5260 +"3895100039","20150324T000000",757500,4,2.5,3420,6845,"2",0,0,3,9,3420,0,2009,0,"98052",47.6777,-122.156,2800,5715 +"7697000150","20141002T000000",284000,3,2.5,1660,4083,"2",0,0,3,7,1660,0,2013,0,"98038",47.3595,-122.045,1800,4087 +"8562780530","20150328T000000",338500,2,2.25,1150,711,"2",0,0,3,7,1150,0,2013,0,"98027",47.5323,-122.071,1150,748 +"0291310180","20140613T000000",379500,3,2.25,1410,1287,"2",0,0,3,7,1290,120,2005,0,"98027",47.5344,-122.068,1490,1435 +"1972205633","20140723T000000",550000,3,2,1420,1369,"2.5",0,0,3,9,1340,80,2007,0,"98109",47.6472,-122.357,1540,2168 +"3023000120","20140902T000000",294900,3,2.5,1860,5025,"2",0,0,3,8,1860,0,2010,0,"98038",47.3557,-122.059,2000,5550 +"7548301056","20140609T000000",345000,2,1.5,1340,1210,"2",0,0,3,8,1120,220,2008,0,"98144",47.588,-122.305,1340,1213 +"9826701201","20150209T000000",450000,2,1.5,1530,1012,"2",0,0,3,8,1200,330,2005,0,"98122",47.602,-122.306,1530,1425 +"6300500476","20150415T000000",420000,3,2.5,1509,1114,"3",0,0,3,8,1509,0,2014,0,"98133",47.7049,-122.34,1509,2431 +"2597490410","20150402T000000",740000,3,2.5,2350,3798,"2",0,0,3,8,2350,0,2013,0,"98029",47.543,-122.01,2020,3532 +"3448001411","20150220T000000",286000,2,1.5,1010,825,"3",0,0,3,7,1010,0,2007,0,"98125",47.7124,-122.301,1128,1080 +"0745530180","20150317T000000",870000,5,3.5,4495,10079,"2",0,0,3,9,3580,915,2013,0,"98011",47.7339,-122.209,4495,10079 +"3879900753","20141114T000000",727000,3,2.5,1580,991,"3",0,0,3,9,1580,0,2009,0,"98119",47.6276,-122.359,1610,1297 +"2781230230","20150204T000000",395000,4,3,2750,7965,"2",0,0,3,9,2750,0,2012,0,"98038",47.3479,-122.028,2750,6000 +"3629990180","20140805T000000",535000,4,2.25,1890,3615,"2",0,0,3,7,1890,0,2005,0,"98029",47.5493,-121.999,1630,3280 +"9352900222","20141229T000000",255000,3,2.25,1320,963,"2",0,0,3,7,1040,280,2007,0,"98106",47.5199,-122.357,1300,1285 +"7338220120","20141015T000000",260000,4,2.5,2150,3721,"2",0,0,3,8,2150,0,2006,0,"98002",47.3363,-122.217,2150,3721 +"0325059287","20140910T000000",810000,4,2.5,3340,8384,"2",0,0,3,9,3340,0,2014,0,"98052",47.6761,-122.152,1560,9429 +"7203140360","20141201T000000",359782,3,2.5,1850,3400,"2",0,0,3,7,1850,0,2010,0,"98053",47.6871,-122.014,1850,3400 +"6056110150","20150320T000000",500000,2,2.5,1950,2162,"2",0,0,3,9,1500,450,2012,0,"98118",47.5622,-122.292,1800,2457 +"7203230040","20141027T000000",1.04999e+006,5,3.25,4240,9588,"2",0,0,3,9,4240,0,2014,0,"98053",47.6901,-122.018,4080,8425 +"8121100155","20150225T000000",810000,4,3.5,2700,2868,"2",0,0,3,11,1920,780,2006,0,"98118",47.5685,-122.286,1430,3858 +"7853370620","20150206T000000",605000,5,4,3040,6000,"2",0,0,3,8,2280,760,2011,0,"98065",47.5189,-121.876,3070,5558 +"6400700264","20150317T000000",730000,4,2.5,2460,7930,"2",0,0,3,8,2460,0,2005,0,"98033",47.6684,-122.175,1850,9000 +"1760650880","20150317T000000",327000,4,2.5,2110,3825,"2",0,0,3,7,2110,0,2013,0,"98042",47.359,-122.082,1950,3825 +"0567000382","20141110T000000",370000,2,1,780,1133,"2",0,0,3,7,780,0,2009,0,"98144",47.5924,-122.295,1130,1270 +"7852100150","20140625T000000",459000,5,3.5,2640,6895,"2",0,0,3,7,2640,0,2001,0,"98065",47.5298,-121.879,2640,5267 +"6447300365","20141113T000000",2.9e+006,5,4,5190,14600,"2",0,1,3,11,5190,0,2013,0,"98039",47.6102,-122.225,3840,19250 +"2622059197","20141210T000000",365000,4,2.5,2420,8404,"2",0,0,3,8,2420,0,2013,0,"98042",47.372,-122.13,2440,4822 +"1389600040","20141226T000000",255000,4,2.5,1987,6000,"2",0,0,3,7,1987,0,2011,0,"98001",47.2679,-122.255,1880,9589 +"9276200220","20140717T000000",375000,1,1,720,3166,"1",0,0,3,6,720,0,1920,0,"98116",47.5811,-122.389,1140,6250 +"7904700032","20141002T000000",375000,2,1.5,1130,912,"2",0,0,3,8,1000,130,2006,0,"98116",47.5638,-122.388,1500,1474 +"3744000040","20140722T000000",518380,4,2.5,2810,4500,"2",0,0,3,9,2810,0,2014,0,"98038",47.3552,-122.023,2980,5046 +"1773100604","20140721T000000",346000,3,3.25,1500,1442,"2",0,0,3,8,1150,350,2007,0,"98106",47.5592,-122.362,1500,1533 +"9268850360","20150223T000000",302059,4,2,1390,745,"3",0,0,3,7,1390,0,2008,0,"98027",47.5393,-122.026,1390,942 +"7853420450","20140519T000000",575000,4,2.5,2500,4945,"2",0,0,3,9,2500,0,2013,0,"98065",47.5185,-121.885,2760,6000 +"8956200770","20140723T000000",549950,4,3.5,3906,9674,"2",0,2,3,9,3906,0,2014,0,"98001",47.2931,-122.264,2673,6500 +"2424059170","20150219T000000",900000,5,6,7120,40806,"2",0,4,3,12,5480,1640,2007,0,"98006",47.5451,-122.114,3440,36859 +"1934800133","20140711T000000",397500,3,2.5,1470,1256,"2",0,0,3,8,930,540,2006,0,"98122",47.6033,-122.309,1510,1797 +"5556300109","20141121T000000",1.075e+006,5,3.5,3230,7560,"2",0,0,3,10,3230,0,2007,0,"98052",47.6467,-122.118,3230,8580 +"2326600150","20150422T000000",775900,3,2.5,2700,5764,"2",0,0,3,9,2700,0,2014,0,"98075",47.5618,-122.027,3270,14700 +"3751600409","20150508T000000",510000,4,2.5,4073,17334,"2",0,0,3,8,4073,0,2008,0,"98001",47.2949,-122.27,1780,9625 +"3814900210","20140829T000000",471275,4,2.5,3361,5038,"2",0,0,3,9,3361,0,2014,0,"98092",47.3269,-122.165,2316,4105 +"9542840730","20140911T000000",288000,4,2.25,1610,3560,"2",0,0,3,7,1610,0,2010,0,"98038",47.3669,-122.02,1760,3692 +"2937300540","20141016T000000",989990,4,3.5,3830,7150,"2",0,0,3,9,3830,0,2014,0,"98052",47.7049,-122.126,3640,6055 +"7549800543","20140612T000000",300000,3,3.25,1470,1235,"2",0,0,3,7,1180,290,2008,0,"98108",47.5537,-122.313,1470,1243 +"4058800439","20140623T000000",664950,5,3,3190,7081,"1",0,2,3,9,1890,1300,2013,0,"98178",47.509,-122.24,2270,7623 +"7853430180","20140716T000000",699188,4,3.25,3250,5478,"2",0,0,3,9,3250,0,2014,0,"98065",47.5178,-121.887,3250,5482 +"0982850120","20150303T000000",390000,3,2.25,1490,4539,"2",0,0,3,7,1490,0,2009,0,"98028",47.7607,-122.233,1750,4667 +"9476010120","20150321T000000",670000,5,2.75,2900,5155,"2",0,0,3,8,2900,0,2008,0,"98075",47.5977,-122.008,2900,6176 +"0005200087","20140709T000000",487000,4,2.5,2540,5001,"2",0,0,3,9,2540,0,2005,0,"98108",47.5423,-122.302,2360,6834 +"7308600040","20140723T000000",769995,5,2.75,3360,12080,"2",0,0,3,9,3360,0,2014,0,"98011",47.7757,-122.173,3360,9724 +"1498301048","20140508T000000",321950,2,1.25,860,1277,"2",0,0,3,7,860,0,2007,0,"98144",47.5842,-122.314,1280,1265 +"2738630040","20150427T000000",613500,4,2.5,3020,6068,"2",0,0,3,9,3020,0,2006,0,"98072",47.773,-122.16,3240,5757 +"6300500081","20140806T000000",300000,3,2.5,1330,1200,"3",0,0,3,7,1330,0,2002,0,"98133",47.7034,-122.344,1330,1206 +"3845100620","20141125T000000",400950,4,2.5,2578,4554,"2",0,0,3,9,2578,0,2014,0,"98092",47.2603,-122.194,2647,4554 +"0255450040","20140918T000000",389517,4,2.5,2640,4725,"2",0,0,3,8,2640,0,2014,0,"98038",47.371,-122.017,2370,4725 +"0880000211","20140821T000000",255000,3,1.75,1260,1133,"2",0,0,3,7,810,450,2011,0,"98106",47.5261,-122.361,1260,1172 +"2163900081","20150220T000000",1.08e+006,3,2.5,1990,1891,"3",0,0,3,9,1990,0,2012,0,"98102",47.6271,-122.324,1990,3600 +"7853370440","20141121T000000",637850,5,3.25,3340,4900,"2",0,2,3,9,2500,840,2014,0,"98065",47.5193,-121.877,3220,5200 +"3448900290","20140828T000000",636230,4,2.5,2840,6284,"2",0,0,3,9,2840,0,2013,0,"98056",47.5135,-122.169,2790,7168 +"0263000006","20141216T000000",375000,3,2.5,1530,1131,"3",0,0,3,8,1530,0,2009,0,"98103",47.6993,-122.346,1530,1445 +"1972200882","20140604T000000",586500,3,2.5,1780,1487,"3",0,0,3,8,1600,180,2006,0,"98107",47.6539,-122.351,1780,1300 +"7853270630","20150120T000000",544000,4,2.5,2340,6973,"2",0,0,3,8,1930,410,2005,0,"98065",47.5451,-121.882,2950,6908 +"7852130430","20140806T000000",425000,4,2.5,2390,5021,"2",0,0,3,7,2390,0,2002,0,"98065",47.5353,-121.879,2520,5333 +"7383450250","20150311T000000",374950,4,2.5,2090,3777,"2",0,0,3,8,2090,0,2012,0,"98038",47.3595,-122.042,2160,3993 +"3449000010","20150312T000000",294570,3,1,1140,8400,"1",0,0,4,7,1140,0,1960,0,"98059",47.5022,-122.144,1400,9000 +"2690100170","20141013T000000",300000,3,2.5,1960,1477,"2",0,0,3,7,1670,290,2012,0,"98059",47.4873,-122.166,1980,1467 +"9578500920","20140910T000000",395950,5,3.5,2738,6031,"2",0,0,3,8,2738,0,2014,0,"98023",47.2962,-122.35,2738,5201 +"8562900430","20140718T000000",800000,4,2.5,3691,11088,"2",0,1,3,8,3691,0,2013,0,"98074",47.6122,-122.059,3190,11270 +"1442880380","20140730T000000",439990,3,2.5,2340,5171,"2",0,0,3,8,2340,0,2013,0,"98045",47.4832,-121.772,2790,5684 +"3204930170","20141106T000000",680000,4,3.5,2510,3763,"2",0,0,3,8,1990,520,2013,0,"98052",47.7002,-122.103,2560,3820 +"4449800480","20150318T000000",677790,6,3,2800,4213,"2",0,0,3,8,2800,0,1998,0,"98117",47.6892,-122.389,1440,3960 +"3862710010","20150501T000000",424950,3,2.5,1650,4777,"2",0,0,3,8,1650,0,2013,0,"98065",47.5336,-121.841,1800,3331 +"0301402280","20150331T000000",223990,2,2.25,1061,2884,"2",0,0,3,7,1061,0,2013,0,"98002",47.346,-122.218,1481,2887 +"2867300170","20150513T000000",498000,4,2.5,3402,14355,"2",0,0,3,10,2846,556,2014,0,"98023",47.3009,-122.385,3402,8487 +"5635100080","20141031T000000",359950,4,2.5,2542,6120,"2",0,0,3,8,2542,0,2014,0,"98030",47.3751,-122.188,2419,8984 +"1624079024","20140515T000000",720000,3,2.5,3150,151588,"2",0,0,3,9,3150,0,2007,0,"98024",47.572,-121.926,2410,208652 +"9211010840","20141112T000000",530000,4,2.5,3010,9000,"2",0,0,3,8,3010,0,2008,0,"98059",47.4987,-122.147,3250,5531 +"7697000020","20141007T000000",295000,3,2.5,1660,4898,"2",0,0,3,7,1660,0,2011,0,"98038",47.3588,-122.044,1810,4462 +"3832050130","20141021T000000",255500,3,2.5,1770,5000,"2",0,0,3,7,1770,0,2009,0,"98042",47.3358,-122.051,2230,5200 +"3630240020","20140521T000000",556000,3,3,1960,1168,"2",0,0,3,9,1600,360,2007,0,"98027",47.5445,-122.014,2080,1423 +"1389600080","20140710T000000",277950,4,2.5,1889,6000,"2",0,0,3,7,1889,0,2012,0,"98001",47.2676,-122.256,1990,6350 +"2781230080","20150408T000000",431000,4,2.5,3040,6000,"2",0,0,3,9,3040,0,2007,0,"98038",47.3473,-122.03,2640,6000 +"7203100660","20141117T000000",780000,4,2.75,3420,6787,"2",0,0,3,9,3420,0,2010,0,"98053",47.6962,-122.023,3450,6137 +"1806900502","20141014T000000",649000,3,3.25,1720,936,"2",0,0,3,8,1030,690,2004,0,"98112",47.6201,-122.309,1720,1527 +"3022800010","20140714T000000",447000,3,2.5,1740,3043,"2",0,0,3,7,1740,0,2012,0,"98011",47.744,-122.181,1920,2869 +"6666830250","20140505T000000",712198,4,2.5,2450,4247,"2",0,0,3,8,2450,0,2013,0,"98052",47.7048,-122.113,2970,4685 +"7242800020","20140815T000000",277140,3,1.5,1190,785,"2",0,0,3,8,920,270,2014,0,"98052",47.6781,-122.117,2820,5626 +"2867300190","20140528T000000",363000,4,2.5,3753,7204,"2",0,0,3,10,3336,417,2008,0,"98023",47.3011,-122.385,3494,9375 +"8564860130","20150202T000000",598992,5,3.5,3440,6037,"2",0,0,3,9,3440,0,2014,0,"98045",47.4765,-121.734,3270,6037 +"2770603522","20141211T000000",585000,3,2.5,2160,1250,"3",0,0,3,8,1830,330,2010,0,"98119",47.6515,-122.375,1870,2825 +"9544200422","20140731T000000",1.27495e+006,4,2.75,3820,8850,"2",0,0,3,10,3820,0,2014,0,"98033",47.6506,-122.195,2330,12000 +"4253400104","20150212T000000",380950,2,2,1120,1039,"2",0,0,3,7,840,280,2007,0,"98144",47.5788,-122.315,1130,5400 +"1085622890","20140708T000000",333490,4,2.5,2250,3916,"2",0,0,3,8,2250,0,2014,0,"98003",47.3413,-122.18,2156,3920 +"9268851630","20140604T000000",520000,3,3.25,1540,1487,"2",0,0,3,8,1540,0,2011,0,"98027",47.5397,-122.027,1620,1104 +"8562780190","20141007T000000",315000,2,2.25,1240,705,"2",0,0,3,7,1150,90,2009,0,"98027",47.5321,-122.073,1240,750 +"2767600686","20150331T000000",487000,2,1.5,1160,1118,"2",0,0,3,8,1020,140,2007,0,"98117",47.6754,-122.375,1210,1118 +"7207900080","20140808T000000",424950,5,3.5,2760,3865,"2.5",0,0,3,8,2760,0,2013,0,"98056",47.5049,-122.17,2590,4587 +"2770601457","20150210T000000",542300,3,2.25,1580,1487,"3",0,0,3,9,1580,0,2013,0,"98199",47.6514,-122.386,1600,1525 +"1773100920","20141211T000000",320000,3,3.25,1480,1192,"2",0,0,3,8,1180,300,2013,0,"98106",47.5556,-122.363,1330,1094 +"1024069027","20140723T000000",1.13999e+006,4,3.25,3740,11467,"2",0,0,3,10,3740,0,2014,0,"98029",47.581,-122.022,2510,27520 +"7853361310","20141215T000000",425000,4,2.5,1950,5000,"2",0,0,3,8,1950,0,2012,0,"98065",47.515,-121.872,2710,5000 +"6824100029","20141031T000000",474950,3,3,1530,1568,"3",0,0,3,8,1530,0,2012,0,"98117",47.6998,-122.367,1460,1224 +"0255450250","20140804T000000",307635,3,2.5,1820,4200,"2",0,0,3,8,1820,0,2014,0,"98038",47.3693,-122.017,2370,4200 +"2428100130","20141210T000000",834538,3,2.5,2760,6187,"2",0,0,3,10,2760,0,2014,0,"98075",47.5821,-122.047,2760,6600 +"1042700050","20140723T000000",769995,5,2.75,3010,5398,"2",0,0,3,9,3010,0,2014,0,"98074",47.6067,-122.053,3360,5407 +"7853280250","20150424T000000",820875,5,3.25,3860,9387,"2",0,2,3,9,3860,0,2006,0,"98065",47.538,-121.858,3860,8979 +"7853410170","20150316T000000",595500,4,2.5,2490,6537,"2",0,0,3,8,2490,0,2013,0,"98065",47.5185,-121.884,2520,5848 +"2708450020","20140912T000000",450000,4,2.5,3236,9608,"2",0,0,3,10,3236,0,2005,0,"98030",47.3838,-122.195,3236,9660 +"7852140170","20150421T000000",695000,4,2.5,2830,14538,"2",0,0,3,8,2830,0,2003,0,"98065",47.5405,-121.882,2270,6939 +"1459920010","20150323T000000",300000,3,2,1451,7159,"1",0,0,3,7,1451,0,2010,0,"98042",47.3754,-122.163,2303,6126 +"3438500250","20140623T000000",515000,5,3.25,2910,5027,"2",0,0,3,8,2040,870,2013,0,"98106",47.5543,-122.359,2910,5027 +"1890000169","20140903T000000",545000,3,2.5,1280,1845,"3",0,0,3,8,1280,0,2009,0,"98105",47.662,-122.324,1450,1889 +"1250200414","20150218T000000",365000,3,2.25,1110,979,"2",0,0,3,7,960,150,2008,0,"98144",47.5999,-122.3,1170,1400 +"2564900470","20140714T000000",718500,4,2.75,2840,8800,"2",0,0,3,9,2840,0,2008,0,"98033",47.7029,-122.171,1840,7700 +"2895800780","20150401T000000",279800,3,1.75,1410,2052,"2",0,0,3,8,1410,0,2014,0,"98106",47.5171,-122.347,1410,1988 +"6306800050","20140925T000000",486940,4,2.5,3250,13360,"2",0,0,3,9,3250,0,2014,0,"98030",47.3524,-122.198,2612,14448 +"6928000605","20140626T000000",525000,4,2.75,3030,6625,"2",0,0,3,8,3030,0,2011,0,"98059",47.4815,-122.152,3030,9620 +"3814900950","20140725T000000",345000,4,2.5,1983,6002,"2",0,0,3,9,1983,0,2012,0,"98092",47.3281,-122.164,2502,4750 +"8562770080","20141030T000000",613000,3,3.25,2440,2812,"2",0,0,3,8,1710,730,2005,0,"98027",47.5362,-122.072,2440,2836 +"3831250130","20140825T000000",370000,3,2.5,2313,5700,"2",0,0,3,9,2313,0,2011,0,"98030",47.3572,-122.202,2323,5701 +"3629990020","20141002T000000",449500,3,2.25,1260,2556,"2",0,0,3,7,1260,0,2005,0,"98029",47.5482,-121.998,1630,2844 +"9532000010","20150416T000000",515000,3,2.5,2000,3837,"2",0,0,3,8,2000,0,2011,0,"98072",47.7713,-122.167,2210,4075 +"8562780430","20150504T000000",346100,2,1.75,1150,698,"2",0,0,3,7,1150,0,2013,0,"98027",47.5323,-122.071,1150,757 +"2781230020","20141209T000000",398500,4,2.5,2820,6666,"2",0,0,3,9,2820,0,2007,0,"98038",47.3473,-122.031,1880,7200 +"8658301060","20140820T000000",310000,2,1.75,1160,2500,"2",0,0,3,7,1160,0,2008,0,"98014",47.6489,-121.911,970,7500 +"0301402140","20150226T000000",250000,3,2.25,1481,2820,"2",0,0,3,7,1481,0,2012,0,"98002",47.3457,-122.217,1481,2889 +"8923600020","20140806T000000",1.88e+006,5,3.5,4390,6220,"2",0,3,3,9,3170,1220,2013,0,"98115",47.6789,-122.273,2740,6448 +"8725950020","20140827T000000",695000,2,1.75,1570,1207,"3",0,0,3,9,1570,0,2007,0,"98004",47.6215,-122.201,1570,1206 +"1121000357","20140827T000000",1.085e+006,4,3,3410,6541,"2",0,2,3,9,2680,730,2007,0,"98126",47.5416,-122.38,2300,6345 +"1042700290","20140804T000000",864327,5,3.25,3480,6507,"2",0,0,3,9,3480,0,2014,0,"98074",47.607,-122.053,3360,5398 +"7308600010","20140616T000000",749995,4,3.25,3430,9870,"2",0,0,3,9,3430,0,2014,0,"98011",47.776,-122.173,3360,9724 +"7708210050","20140610T000000",525000,5,2.75,2880,8364,"2",0,0,3,9,2880,0,2006,0,"98059",47.4893,-122.147,3010,8296 +"5631500285","20141121T000000",659950,3,2.5,2990,9413,"2",0,0,3,10,2990,0,2006,0,"98028",47.7341,-122.234,1940,9600 +"0524059063","20140506T000000",1.8e+006,5,5,4490,10279,"2",0,0,3,10,3930,560,2013,0,"98004",47.5974,-122.202,2490,10279 +"7203160190","20141029T000000",950000,5,4,4100,8120,"2",0,0,3,9,4100,0,2011,0,"98053",47.6917,-122.02,4100,7625 +"1692900095","20140618T000000",1.39995e+006,4,2.75,3870,10046,"2",0,0,3,11,3870,0,2005,0,"98033",47.6651,-122.191,3560,10046 +"3438500346","20140702T000000",265050,2,1.5,800,2119,"2",0,0,3,7,800,0,2008,0,"98106",47.554,-122.362,1020,4800 +"9268850290","20150306T000000",450000,3,2.25,1620,1057,"3",0,0,3,8,1540,80,2009,0,"98027",47.5396,-122.026,1390,942 +"2419700080","20150505T000000",915000,4,2.5,2910,4356,"3",0,0,3,8,2910,0,2010,0,"98034",47.6705,-122.146,2840,4181 +"1235700052","20140630T000000",963000,4,3.25,3530,8589,"2",0,0,3,10,3530,0,2007,0,"98033",47.6975,-122.195,2470,9019 +"4233800020","20141008T000000",270000,4,2.5,2701,5821,"2",0,0,3,7,2701,0,2013,0,"98092",47.2873,-122.177,2566,5843 +"3278612570","20140724T000000",294000,2,2.5,1380,889,"2",0,0,3,7,1140,240,2012,0,"98126",47.5441,-122.369,1580,1397 +"6638900461","20140605T000000",700000,3,2.5,2050,4185,"2",0,0,3,9,2050,0,2011,0,"98117",47.6922,-122.371,1150,5000 +"4233600190","20150316T000000",1.065e+006,3,4,3370,8252,"2",0,0,3,10,3370,0,2014,0,"98075",47.5965,-122.013,3710,8252 +"7987400285","20150429T000000",494900,3,2.5,2040,2500,"2",0,0,3,7,1470,570,2008,0,"98126",47.573,-122.372,1410,2500 +"9532000500","20140801T000000",415000,3,2.5,1610,3600,"2",0,0,3,8,1610,0,2010,0,"98072",47.771,-122.169,2210,3600 +"8564860280","20140502T000000",459990,3,2.5,2680,5539,"2",0,0,3,8,2680,0,2013,0,"98045",47.4761,-121.734,2990,6037 +"8691440440","20141003T000000",882990,4,3.5,3560,6562,"2",0,0,3,10,3560,0,2014,0,"98075",47.5929,-121.974,3710,6562 +"1099950050","20141229T000000",620000,4,3.5,3880,8244,"2",0,0,3,10,3060,820,2007,0,"98019",47.7426,-121.976,3180,10947 +"3304040130","20150212T000000",375900,3,2,1824,7120,"1",0,0,3,9,1824,0,2010,0,"98001",47.3457,-122.27,2409,6264 +"8562790480","20141006T000000",654000,3,2.5,2220,2873,"2",0,0,3,10,2010,210,2012,0,"98027",47.5311,-122.074,2290,3213 +"4457300005","20150325T000000",1.8399e+006,4,3.25,4140,11007,"2",0,0,3,10,4140,0,2013,0,"98040",47.5707,-122.217,2150,9663 +"8856003839","20141210T000000",215000,3,2.5,1322,6006,"2",0,0,3,7,1322,0,2009,0,"98001",47.2706,-122.254,1440,6796 +"1972200728","20141124T000000",630500,3,2.5,1909,1300,"3",0,0,3,8,1766,143,2006,0,"98103",47.6538,-122.352,1780,1248 +"8691420050","20141107T000000",855000,4,3.5,3460,7702,"2",0,0,3,10,3460,0,2010,0,"98075",47.5942,-121.977,3380,7464 +"6601200020","20150127T000000",235245,4,2.5,1954,5075,"2",0,0,3,8,1954,0,2007,0,"98001",47.2606,-122.253,1934,5000 +"0200480020","20140710T000000",770000,5,2.5,3000,7912,"1",0,0,3,9,1610,1390,2007,0,"98033",47.6765,-122.175,2700,7205 +"7203170190","20140619T000000",734990,4,2.5,2650,6884,"2",0,0,3,8,2650,0,2012,0,"98053",47.6901,-122.015,2520,5866 +"3885802134","20150109T000000",880000,4,2.5,2580,3436,"2",0,0,3,8,2580,0,2013,0,"98033",47.6853,-122.21,1780,5772 +"9578060420","20150114T000000",525000,4,3,2650,4924,"2",0,0,3,8,2650,0,2011,0,"98028",47.7734,-122.238,2380,4733 +"3630200080","20140807T000000",775000,4,3.5,3390,3960,"2",0,0,3,10,3390,0,2008,0,"98027",47.5406,-121.995,2990,3400 +"3876900089","20150430T000000",687015,3,1.75,1470,873,"3",0,0,3,10,1470,0,2009,0,"98119",47.6256,-122.362,1410,967 +"3630130130","20141112T000000",663000,3,2.5,1910,5125,"2",0,0,3,9,1910,0,2006,0,"98029",47.5481,-121.995,1910,3215 +"3326059253","20150330T000000",815000,4,2.5,3030,7187,"2",0,0,3,9,3030,0,2005,0,"98033",47.6934,-122.166,3030,7187 +"2224069109","20150427T000000",1.05e+006,4,3.25,2930,25020,"2",0,0,3,9,2930,0,2013,0,"98029",47.5514,-122.023,2400,32374 +"3862700020","20150423T000000",433190,3,2.5,1650,2787,"2",0,0,3,8,1650,0,2014,0,"98065",47.5336,-121.838,1760,2787 +"3629980080","20141210T000000",725000,4,2.5,2870,5118,"2",0,0,3,9,2870,0,2006,0,"98029",47.5544,-121.99,2940,4800 +"7299600950","20150408T000000",279950,3,2.5,1608,4800,"2",0,0,3,8,1608,0,2013,0,"98092",47.2585,-122.201,2009,4800 +"5528600005","20150327T000000",272167,2,2.5,1620,3795,"2",0,0,3,7,1620,0,2014,0,"98027",47.5321,-122.034,1620,6000 +"3052700419","20140616T000000",468500,3,2.5,1350,1186,"2",0,0,3,8,1120,230,2007,0,"98117",47.6786,-122.375,1500,1605 +"9542840630","20140602T000000",298000,3,2.5,1950,3600,"2",0,0,3,7,1950,0,2010,0,"98038",47.3658,-122.021,1870,4184 +"7896300592","20150114T000000",303500,6,4.5,3390,7200,"2",0,0,3,8,2440,950,2007,0,"98118",47.5205,-122.288,2040,7214 +"9268850480","20150410T000000",308000,3,1.75,1300,1237,"2",0,0,3,7,1060,240,2008,0,"98027",47.539,-122.026,1350,942 +"3629700020","20150415T000000",646800,3,3,2230,1407,"2.5",0,0,3,8,1850,380,2014,0,"98027",47.5446,-122.017,2230,1407 +"8648900010","20150102T000000",530200,4,2.5,1880,3853,"2",0,0,3,8,1880,0,2010,0,"98027",47.5636,-122.094,1890,3078 +"5422950170","20141112T000000",405000,5,2.5,3370,5092,"2",0,0,3,7,3370,0,2006,0,"98038",47.3594,-122.036,2910,5092 +"2768200213","20140724T000000",529000,2,2.5,1320,1395,"2",0,0,3,8,990,330,2014,0,"98107",47.6689,-122.362,1550,1519 +"0642150080","20140908T000000",675900,3,2.5,2920,9096,"2",0,0,3,9,2920,0,2013,0,"98059",47.4855,-122.149,2930,7995 +"2770601912","20150402T000000",570000,3,3.25,1550,1280,"2",0,0,3,9,1220,330,2013,0,"98199",47.6493,-122.384,1550,1579 +"3304040020","20141226T000000",375500,4,2.5,2301,6452,"2",0,0,3,9,2301,0,2010,0,"98001",47.346,-122.269,2650,6054 +"3629960170","20141021T000000",445000,3,3.25,1710,1960,"2",0,0,3,8,1360,350,2004,0,"98029",47.5479,-122.003,1420,955 +"1238900130","20150105T000000",1.1e+006,4,3.75,2890,4164,"2",0,0,3,9,2240,650,2013,0,"98033",47.676,-122.197,2354,3207 +"6056100114","20140825T000000",477000,3,2.5,2100,5060,"2",0,0,3,7,2100,0,2006,0,"98108",47.563,-122.298,1520,2468 +"4140940130","20141121T000000",450000,3,2.75,2240,3360,"2",0,0,3,8,2100,140,2014,0,"98178",47.4999,-122.232,1790,5873 +"6824100007","20150326T000000",427005,3,3,1460,1200,"3",0,0,3,8,1460,0,2006,0,"98117",47.7,-122.367,1460,1245 +"1959700225","20150224T000000",720000,3,1.75,1370,1990,"3",0,0,3,9,1370,0,2014,0,"98102",47.6434,-122.324,1730,1990 +"0518500460","20141008T000000",2.23e+006,3,3.5,3760,5634,"2",1,4,3,11,2830,930,2014,0,"98056",47.5285,-122.205,3560,5762 +"0923059252","20140527T000000",450800,4,3.25,2510,5311,"2",0,0,3,9,2510,0,2009,0,"98056",47.5028,-122.17,1590,9583 +"3052700213","20140829T000000",461100,2,2.25,1210,1267,"2",0,0,3,8,1120,90,2010,0,"98117",47.6783,-122.376,1360,1349 +"2428100080","20141001T000000",1.0616e+006,4,3,2990,6695,"2",0,0,3,10,2990,0,2014,0,"98075",47.5817,-122.047,2760,6600 +"9276202130","20150408T000000",590000,3,2.5,1710,2875,"2",0,0,3,8,1710,0,2006,0,"98116",47.5787,-122.392,1640,5750 +"3845100670","20140716T000000",478830,4,2.5,3274,4950,"2",0,0,3,9,3274,0,2014,0,"98092",47.2603,-122.195,2578,4200 +"4319200675","20140709T000000",760000,4,2.25,3300,8365,"3",0,0,3,9,3300,0,2014,0,"98126",47.5363,-122.377,1290,8369 +"0323059327","20140703T000000",1.025e+006,4,3.5,4370,10860,"2",0,0,3,11,4370,0,2008,0,"98059",47.5066,-122.148,3560,8070 +"3448720020","20140613T000000",385000,4,2.5,2050,5276,"2",0,0,3,7,2050,0,2006,0,"98059",47.491,-122.15,2480,5447 +"7234600832","20140516T000000",500000,2,2.5,1310,1500,"2",0,0,3,8,1160,150,2006,0,"98122",47.6112,-122.309,1320,1581 +"4045500950","20150415T000000",425000,3,1.5,1680,8000,"1.5",0,0,3,7,1680,0,2012,0,"98014",47.6923,-121.869,1990,26336 +"7234600098","20140905T000000",552100,3,3,1330,1379,"2",0,0,4,8,1120,210,2005,0,"98122",47.6126,-122.313,1810,1770 +"0666000143","20141229T000000",785000,3,3,1950,1983,"3",0,0,3,9,1610,340,2009,0,"98004",47.6078,-122.202,2040,2131 +"3343903611","20150323T000000",615000,5,3.25,3090,7069,"2",0,0,3,9,3090,0,2012,0,"98056",47.5114,-122.196,2480,8000 +"1760650950","20150423T000000",309000,3,2.5,1950,3825,"2",0,0,3,7,1950,0,2013,0,"98042",47.3588,-122.082,1950,3825 +"5100403818","20150220T000000",369500,3,2,1108,1128,"3",0,0,3,7,1108,0,2009,0,"98115",47.6961,-122.318,1285,1253 +"2325400170","20150211T000000",391000,4,2.25,2190,3850,"2",0,0,3,7,2190,0,2006,0,"98059",47.4861,-122.161,2190,3980 +"5700000446","20141029T000000",465000,3,1.75,1590,1322,"2",0,0,3,8,1060,530,2014,0,"98144",47.5753,-122.294,1530,5400 +"9492500010","20140606T000000",879950,4,2.75,3010,7215,"2",0,0,3,9,3010,0,2014,0,"98033",47.6952,-122.178,3010,7215 +"2461900446","20141023T000000",372000,3,2,1330,1042,"2",0,0,3,8,1060,270,2014,0,"98136",47.5522,-122.382,1440,2428 +"8669160170","20140522T000000",259000,3,2.5,1550,3569,"2",0,0,3,7,1550,0,2011,0,"98002",47.3528,-122.211,2095,3402 +"3644100101","20140707T000000",374000,2,1.5,1260,1575,"2",0,0,3,7,1260,0,2001,0,"98144",47.5914,-122.295,1220,1740 +"7852090680","20150305T000000",561000,4,2.5,2550,5395,"2",0,0,3,8,2550,0,2001,0,"98065",47.5355,-121.874,2850,6109 +"5693501028","20150403T000000",610000,3,2.5,1300,1331,"3",0,0,3,8,1300,0,2007,0,"98103",47.6607,-122.352,1450,5270 +"3629700080","20150108T000000",635000,3,3,2230,1407,"2.5",0,0,3,8,1850,380,2014,0,"98027",47.5446,-122.017,2290,1407 +"3278600680","20140627T000000",235000,1,1.5,1170,1456,"2",0,0,3,8,1070,100,2007,0,"98126",47.5493,-122.372,1360,1730 +"2738640470","20140716T000000",623300,4,3.5,4170,4524,"2",0,0,3,9,3500,670,2007,0,"98072",47.7726,-122.162,3510,5001 +"7853320950","20141023T000000",412500,3,2,1680,5246,"1",0,0,3,7,1680,0,2007,0,"98065",47.5206,-121.868,2430,6883 +"5635100050","20141121T000000",380000,4,3.25,2864,8035,"3",0,0,3,8,2864,0,2014,0,"98030",47.3746,-122.189,2419,8984 +"3629990280","20140623T000000",497000,3,2.25,1630,3817,"2",0,0,3,7,1630,0,2005,0,"98029",47.5485,-121.999,1630,3348 +"6306800020","20141111T000000",452000,4,2.5,2716,7850,"2",0,0,3,9,2716,0,2014,0,"98030",47.352,-122.197,2580,14448 +"7697000170","20141025T000000",312000,3,2.5,1750,4076,"2",0,0,3,7,1750,0,2013,0,"98038",47.3597,-122.045,1810,4090 +"5057100080","20140919T000000",469950,5,3,3223,6371,"2",0,0,3,9,3223,0,2014,0,"98042",47.3588,-122.163,1979,19030 +"5276200020","20140805T000000",775000,5,2.5,2600,4284,"2",0,0,3,9,2600,0,2014,0,"98136",47.5409,-122.39,1620,5000 +"5727500006","20150427T000000",679990,4,2.75,3320,8653,"2",0,0,3,8,3320,0,2014,0,"98133",47.7521,-122.334,2140,8727 +"9268850130","20140627T000000",288790,4,2,1350,942,"3",0,0,3,7,1350,0,2008,0,"98027",47.5401,-122.026,1390,942 +"9293000170","20150408T000000",800000,5,2.5,3410,4726,"2",0,0,3,9,3410,0,2007,0,"98006",47.5459,-122.184,2810,5129 +"7299601870","20150427T000000",299000,3,2.5,1572,4000,"2",0,0,3,8,1572,0,2013,0,"98092",47.2615,-122.198,1608,5175 +"1760650500","20150129T000000",332000,4,2.5,2300,4482,"2",0,0,3,7,2300,0,2013,0,"98042",47.3599,-122.082,2300,3825 +"7174800094","20150420T000000",525000,1,1.5,1030,5923,"1",0,0,3,8,1030,0,1940,0,"98105",47.6653,-122.305,2650,5000 +"6909200007","20140903T000000",620000,3,1.75,1458,858,"2",0,0,3,8,950,508,2014,0,"98144",47.592,-122.293,1458,3000 +"7853321150","20141103T000000",452000,4,2.5,2190,6896,"2",0,0,3,7,2190,0,2007,0,"98065",47.5191,-121.869,2190,5900 +"1105000402","20141028T000000",630000,4,3,3640,5096,"2",0,0,3,8,2740,900,2010,0,"98118",47.5428,-122.27,1910,9189 +"1442870420","20140724T000000",485000,4,2.75,2790,7803,"2",0,0,3,8,2790,0,2013,0,"98045",47.4823,-121.772,2620,6178 +"3682000050","20141013T000000",349950,4,2.5,2632,4117,"2",0,0,3,8,2632,0,2013,0,"98001",47.3428,-122.278,2040,5195 +"1442880080","20140701T000000",499990,4,2.75,2910,6334,"2",0,0,3,8,2910,0,2013,0,"98045",47.4826,-121.771,2790,6352 +"7169500020","20141205T000000",510000,2,2.25,1470,1101,"2",0,0,3,8,1340,130,2005,0,"98115",47.6768,-122.301,1470,1582 +"2911700010","20150303T000000",1.08e+006,3,2.5,2240,21477,"2",0,2,3,8,2240,0,1995,0,"98006",47.5745,-122.18,2930,21569 +"9578060470","20140508T000000",494000,3,2.5,2310,4729,"2",0,0,3,8,2310,0,2011,0,"98028",47.7734,-122.237,2440,4711 +"1776460190","20140626T000000",429900,3,2.5,2370,5353,"2",0,0,3,8,2370,0,2009,0,"98019",47.7333,-121.975,2130,6850 +"3449500050","20141015T000000",505000,4,2.75,2980,9825,"1",0,0,3,8,1910,1070,2007,0,"98056",47.5073,-122.172,2580,12231 +"2309710130","20140715T000000",272000,4,2,1870,6551,"1",0,3,3,7,1870,0,2009,0,"98022",47.1934,-121.977,2280,5331 +"1972201511","20150210T000000",671500,3,2.5,1770,1714,"3",0,0,3,8,1770,0,2012,0,"98103",47.6532,-122.348,1720,3360 +"7852120050","20150311T000000",729950,4,3.5,3510,10010,"2",0,0,3,10,3510,0,2001,0,"98065",47.5412,-121.876,4200,9935 +"3814900660","20140721T000000",471835,4,2.5,3281,5354,"2",0,0,3,9,3281,0,2014,0,"98092",47.3273,-122.163,2598,4815 +"8141310080","20141103T000000",249950,3,2,1670,4438,"1",0,0,3,7,1670,0,2014,0,"98022",47.1948,-121.974,1670,4558 +"7207900050","20140808T000000",424950,5,3.5,2760,3846,"2.5",0,0,3,8,2760,0,2013,0,"98056",47.5047,-122.17,2760,4587 +"2424059163","20140709T000000",1.24e+006,5,3.5,5430,10327,"2",0,2,3,10,4010,1420,2007,0,"98006",47.5476,-122.116,4340,10324 +"2140950130","20140911T000000",440000,4,2.5,2990,7928,"2",0,0,3,9,2990,0,2011,0,"98010",47.3139,-122.024,2810,7401 +"1776230190","20150408T000000",495000,4,3.5,3170,3858,"2",0,0,3,8,2530,640,2008,0,"98059",47.5049,-122.155,2640,3844 +"3524039224","20140513T000000",870000,4,2.5,3520,6773,"2.5",0,0,3,9,2650,870,2006,0,"98136",47.5317,-122.391,2930,6458 +"5694500840","20141125T000000",559000,2,3,1650,960,"3",0,0,3,8,1350,300,2015,0,"98103",47.6611,-122.346,1650,3000 +"4014400381","20140507T000000",495000,4,2.75,2656,21195,"2",0,0,3,9,2656,0,2014,0,"98001",47.3162,-122.272,1860,16510 +"2838000130","20150213T000000",722000,3,2.5,2230,4850,"2",0,0,3,8,2230,0,2014,0,"98133",47.7295,-122.334,2230,4513 +"8562770430","20140702T000000",567500,3,2.5,2280,2502,"2",0,0,3,8,1880,400,2006,0,"98027",47.5364,-122.073,2280,2812 +"1402970020","20141217T000000",440000,4,2.5,2798,5085,"2",0,0,3,9,2798,0,2011,0,"98092",47.3308,-122.187,2502,5707 +"3943600020","20140829T000000",400000,4,2.5,2398,5988,"2",0,0,3,8,2398,0,2008,0,"98055",47.452,-122.204,2370,5988 +"1438000430","20141006T000000",459995,4,2.5,2350,3760,"2",0,0,3,8,2350,0,2014,0,"98059",47.4786,-122.123,2590,4136 +"1601600167","20140507T000000",365000,5,2.75,2410,5003,"1",0,0,3,7,1410,1000,2008,0,"98118",47.5298,-122.274,1590,5003 +"1773100541","20150417T000000",389950,3,2.25,1580,920,"3",0,0,3,8,1580,0,2015,0,"98106",47.5578,-122.363,1250,1150 +"1773100924","20140708T000000",320000,3,3.25,1450,1387,"2",0,0,3,8,1180,270,2013,0,"98106",47.5556,-122.362,1450,1198 +"0982850080","20140613T000000",415500,4,2.5,1750,4779,"2",0,0,3,7,1750,0,2009,0,"98028",47.7608,-122.232,1580,4687 +"7628700050","20150309T000000",775000,3,2.5,3020,4120,"2",0,0,3,9,2360,660,2008,0,"98126",47.5714,-122.373,2280,4120 +"8673400020","20150311T000000",590000,3,3,1740,1100,"3",0,0,3,8,1740,0,2007,0,"98107",47.67,-122.391,1370,1180 +"8725950170","20150123T000000",950000,2,2.25,2200,2043,"2",0,0,3,9,1760,440,2007,0,"98004",47.6213,-122.2,2020,1957 +"6306800080","20140806T000000",378950,4,2.5,1867,15314,"2",0,0,3,9,1867,0,2013,0,"98030",47.3524,-122.198,2616,8048 +"3362401763","20140508T000000",441750,2,1.5,1020,1060,"3",0,0,3,8,1020,0,2008,0,"98103",47.6801,-122.348,1340,1415 +"0301401630","20141031T000000",335900,4,2.75,2475,4000,"2",0,0,3,7,2475,0,2014,0,"98002",47.345,-122.209,2475,4000 +"6056110780","20140627T000000",229800,2,1.75,1110,1773,"2",0,0,3,8,1110,0,2014,0,"98108",47.5647,-122.293,1420,2855 +"6819100352","20150310T000000",645000,3,2.5,1900,1258,"2.5",0,0,3,7,1700,200,2007,0,"98119",47.6465,-122.358,1780,1877 +"9297302031","20150423T000000",448000,3,3.25,1560,1345,"2",0,0,3,8,1260,300,2009,0,"98126",47.5637,-122.375,1560,4800 +"7203150080","20141216T000000",706000,4,2.5,2510,5436,"2",0,0,3,8,2510,0,2011,0,"98053",47.6894,-122.016,2520,5436 +"2937300050","20150227T000000",988990,4,4.75,4150,6303,"3",0,0,3,9,4150,0,2014,0,"98052",47.7047,-122.123,3570,6285 +"9521100029","20140716T000000",716000,3,3,1660,1849,"3",0,0,3,9,1660,0,2013,0,"98103",47.6649,-122.353,1660,3300 +"0832700170","20150421T000000",319000,2,1.5,1090,847,"3",0,0,3,8,1090,0,2009,0,"98133",47.7235,-122.352,1090,1118 +"6817750440","20141014T000000",300000,4,2.5,1914,3272,"2",0,0,3,8,1914,0,2009,0,"98055",47.4297,-122.189,1714,3250 +"0123059127","20140502T000000",625000,4,3.25,2730,54014,"1",0,0,3,9,1560,1170,2007,0,"98059",47.5133,-122.11,2730,111274 +"3630200430","20140514T000000",773000,3,2.75,2470,3600,"2",0,0,3,9,2470,0,2007,0,"98029",47.5406,-121.994,2570,3600 +"3448740430","20140925T000000",392000,5,2.5,2340,5670,"2",0,0,3,7,2340,0,2009,0,"98059",47.4913,-122.152,2190,4869 +"1438000190","20140911T000000",549995,4,3.5,2660,5690,"2",0,0,3,8,1920,740,2014,0,"98059",47.4775,-122.122,2970,5690 +"7853320250","20140920T000000",480000,3,2.5,2410,4656,"2",0,0,3,7,2410,0,2009,0,"98065",47.5203,-121.874,2410,4840 +"0100300280","20141020T000000",355000,3,2.25,1430,4777,"2",0,0,3,7,1430,0,2010,0,"98059",47.4867,-122.152,1639,3854 +"8862500280","20141230T000000",208400,2,2.5,1570,1268,"3",0,0,3,7,1570,0,2007,0,"98106",47.534,-122.365,1570,1300 +"1042700080","20140822T000000",831548,5,2.75,3010,4919,"2",0,0,3,9,3010,0,2014,0,"98074",47.6067,-122.052,3230,5415 +"4051150080","20141117T000000",279500,4,2.5,1613,4338,"2",0,0,3,7,1613,0,2009,0,"98042",47.3859,-122.162,1427,4341 +"5592200010","20150227T000000",445000,3,2.5,2380,5269,"2",0,0,3,8,2380,0,2008,0,"98056",47.5066,-122.192,2150,7600 +"7787920080","20140616T000000",492500,5,2.5,2570,9962,"2",0,0,3,8,2570,0,2006,0,"98019",47.7275,-121.957,2890,9075 +"3448740190","20140709T000000",435000,4,2.5,2550,5200,"2",0,0,3,7,2550,0,2009,0,"98059",47.4919,-122.153,2550,4660 +"8822900122","20150512T000000",325000,3,2.25,1330,969,"3",0,0,3,7,1330,0,2007,0,"98125",47.7177,-122.292,1310,1941 +"4083300098","20141117T000000",453000,2,1.5,1160,1269,"2",0,0,3,7,970,190,2005,0,"98103",47.6608,-122.335,1700,3150 +"1438000170","20140822T000000",612995,5,3.5,3240,6919,"2",0,0,3,8,2760,480,2014,0,"98059",47.4779,-122.122,2970,5690 +"7853360480","20140904T000000",540000,4,2.5,2710,9248,"2",0,0,3,7,2710,0,2011,0,"98065",47.5164,-121.875,2710,5000 +"0522059130","20150429T000000",465000,3,1,1150,18200,"1",0,0,5,7,1150,0,1959,0,"98058",47.4262,-122.187,1714,18200 +"4385700185","20140812T000000",799950,3,2.25,1860,1386,"3",0,0,3,9,1860,0,2014,0,"98112",47.6368,-122.279,1680,3080 +"2768301476","20141124T000000",495000,3,2.25,1280,1517,"2",0,0,3,8,1080,200,2008,0,"98107",47.6651,-122.368,1280,1681 +"1862400541","20150228T000000",579950,3,2.5,1810,1585,"3",0,0,3,7,1810,0,2014,0,"98117",47.6957,-122.376,1560,1586 +"8562780280","20150220T000000",331000,2,2.25,1240,720,"2",0,0,3,7,1150,90,2008,0,"98027",47.5322,-122.072,1260,810 +"9528101061","20140825T000000",580000,4,3.5,1460,951,"3",0,0,3,8,1460,0,2008,0,"98115",47.6821,-122.326,1430,1282 +"6056110460","20150414T000000",669000,2,2.5,1640,1953,"2",0,0,3,10,1640,0,2014,0,"98118",47.5639,-122.292,1820,2653 +"2154970020","20140703T000000",2.35196e+006,4,4.25,5010,19412,"2",0,1,3,11,4000,1010,2014,0,"98040",47.5455,-122.211,3820,17064 +"5694500497","20150116T000000",539900,3,3.25,1300,1325,"2",0,0,3,8,1080,220,2005,0,"98103",47.6584,-122.346,1290,1323 +"7708200670","20140723T000000",490000,4,2.5,2510,4349,"2",0,0,3,8,2510,0,2010,0,"98059",47.4927,-122.147,2510,4314 +"8562770050","20140527T000000",627000,3,3.5,2710,3475,"2",0,0,3,8,1650,1060,2005,0,"98027",47.5359,-122.072,2440,2867 +"1441000470","20140728T000000",458000,4,3.5,3217,4000,"2",0,0,3,8,2587,630,2008,0,"98055",47.4483,-122.203,2996,5418 +"6056100293","20141110T000000",440000,3,2.5,1650,4929,"2",0,0,3,7,1520,130,2007,0,"98108",47.5634,-122.298,1520,2287 +"6600000050","20150310T000000",1.698e+006,4,3.5,3950,6240,"2",0,0,3,11,3950,0,2015,0,"98112",47.6221,-122.29,2040,6240 +"1732800199","20150511T000000",935000,2,2.5,1680,977,"3",0,0,3,9,1680,0,2009,0,"98119",47.632,-122.361,1680,977 +"7853360470","20150417T000000",641000,5,3.5,3420,6403,"2",0,2,3,8,2700,720,2013,0,"98065",47.5162,-121.874,2710,6038 +"3438501583","20140911T000000",452000,3,2.75,2300,5090,"2",0,0,3,8,1700,600,2007,0,"98106",47.545,-122.36,1530,9100 +"7853370250","20141223T000000",625000,4,2.75,3010,6854,"2",0,2,3,9,2570,440,2012,0,"98065",47.5171,-121.876,1830,2952 +"2387600010","20150303T000000",1.35e+006,4,3.5,4680,12495,"2",0,0,3,10,3040,1640,2008,0,"98033",47.6984,-122.206,3240,10749 +"8946780080","20140908T000000",834950,5,3.5,3630,4911,"2",0,0,3,9,2790,840,2014,0,"98034",47.718,-122.156,3600,4992 +"9402800005","20141028T000000",1.5e+006,3,3.5,3530,3610,"2",0,0,3,10,2370,1160,2008,0,"98103",47.6857,-122.339,1780,3610 +"5422950080","20140825T000000",305000,4,2.5,2280,3800,"2",0,0,3,7,2280,0,2006,0,"98038",47.3586,-122.036,2630,4045 +"2826079027","20141112T000000",659000,3,2.5,3090,384634,"2",0,0,3,8,3090,0,2007,0,"98019",47.7072,-121.927,2200,292645 +"6003000851","20140522T000000",353000,1,1,550,1279,"2",0,0,3,7,550,0,2008,0,"98122",47.616,-122.314,1460,1385 +"7394400080","20150304T000000",535000,4,3.25,2840,4000,"2",0,3,3,9,2330,510,2014,0,"98108",47.5529,-122.293,2160,4867 +"1238501184","20140708T000000",999000,4,2.5,3130,10849,"2",0,0,3,10,3130,0,2013,0,"98033",47.6828,-122.186,2470,9131 +"0263000009","20150129T000000",375000,3,2.5,1440,1102,"3",0,0,3,8,1440,0,2009,0,"98103",47.6995,-122.346,1440,1434 +"5101408889","20140616T000000",685000,4,3.5,2840,4637,"3",0,0,3,8,2840,0,2008,0,"98125",47.7033,-122.321,1730,5279 +"7299601410","20140808T000000",333000,4,2.5,2623,7184,"2",0,0,3,8,2623,0,2012,0,"98092",47.259,-122.202,2010,4939 +"9266700190","20150511T000000",245000,1,1,390,2000,"1",0,0,4,6,390,0,1920,0,"98103",47.6938,-122.347,1340,5100 +"2424059174","20150508T000000",1.99995e+006,4,3.25,5640,35006,"2",0,2,3,11,4900,740,2015,0,"98006",47.5491,-122.104,4920,35033 +"8562780290","20141015T000000",329950,2,2.25,1260,1032,"2",0,0,3,7,1170,90,2008,0,"98027",47.5323,-122.072,1240,809 +"5100400244","20150420T000000",403000,2,1,894,1552,"2",0,0,3,7,894,0,2011,0,"98115",47.6911,-122.313,1131,1992 +"3744000130","20141111T000000",559630,4,2.5,3370,4934,"2",0,0,3,9,3370,0,2014,0,"98038",47.3562,-122.022,2980,5046 +"0993001976","20140818T000000",344000,3,2.25,1250,871,"3",0,0,3,8,1250,0,2007,0,"98103",47.6907,-122.343,1250,1158 +"0525049174","20150402T000000",435000,3,1.5,1180,1231,"3",0,0,3,7,1180,0,2008,0,"98115",47.6845,-122.315,1280,3360 +"5393600562","20140522T000000",430000,2,2.5,1520,1588,"2",0,0,3,8,1240,280,2007,0,"98144",47.5825,-122.313,1660,6000 +"4187000190","20141117T000000",417000,3,2.5,2000,4500,"2",0,0,3,7,2000,0,2010,0,"98059",47.4937,-122.149,2230,4501 +"2862500190","20150409T000000",895950,5,2.75,3180,9255,"2",0,0,3,9,3180,0,2014,0,"98074",47.6232,-122.023,3180,7782 +"5045700470","20150319T000000",563950,4,2.75,3050,4750,"2",0,0,3,8,3050,0,2014,0,"98059",47.4857,-122.153,2730,5480 +"2924079034","20140925T000000",332220,3,1.5,2580,47480,"1",0,0,3,7,1360,1220,1953,0,"98024",47.5333,-121.933,1760,48181 +"8835770170","20140822T000000",1.488e+006,5,6,6880,279968,"2",0,3,3,12,4070,2810,2007,0,"98045",47.4624,-121.779,4690,256803 +"3630200480","20140612T000000",680000,3,2.5,2570,3600,"2.5",0,0,3,9,2570,0,2007,0,"98027",47.5412,-121.994,2570,3600 +"8562790080","20150209T000000",825750,4,3.5,2950,3737,"2",0,0,3,10,2270,680,2012,0,"98027",47.5313,-122.074,2580,3581 +"8165500780","20141209T000000",338000,3,2.5,1690,1760,"2",0,0,3,8,1410,280,2014,0,"98106",47.5387,-122.367,1740,1760 +"1442870050","20140718T000000",535365,4,2.75,2790,6969,"2",0,0,3,8,2790,0,2012,0,"98045",47.4836,-121.769,2620,6307 +"1704900303","20141211T000000",608000,3,2.25,1720,5234,"2",0,0,3,9,1240,480,2011,0,"98118",47.5547,-122.278,1720,5825 +"6132600655","20141016T000000",930000,3,2.25,2890,5000,"3",0,0,3,9,2890,0,2014,0,"98117",47.6983,-122.389,2020,5000 +"3421069049","20141021T000000",565000,2,1.75,1130,276170,"1",0,0,3,8,1130,0,2006,0,"98022",47.2673,-122.027,2092,217800 +"7169500130","20141219T000000",495000,2,2.25,1460,1623,"2",0,0,3,8,1260,200,2005,0,"98115",47.6764,-122.301,1460,1137 +"8732900840","20140722T000000",667000,3,2.5,2510,3819,"2",0,0,3,8,2510,0,2007,0,"98052",47.6987,-122.096,2520,3990 +"5379803372","20141112T000000",495000,4,2.5,3390,7870,"2",0,0,3,8,3390,0,2014,0,"98188",47.4536,-122.274,1960,10069 +"2937300430","20140929T000000",928990,4,2.5,3570,6054,"2",0,0,3,9,3570,0,2014,0,"98052",47.7053,-122.126,3600,6050 +"5422950020","20140630T000000",345000,4,2.5,2280,5000,"2",0,0,3,7,2280,0,2006,0,"98038",47.3593,-122.037,2910,5000 +"3797001702","20141216T000000",1.065e+006,5,3.5,2920,3000,"2",0,0,3,9,2260,660,2014,0,"98103",47.6846,-122.349,1580,4000 +"1438000130","20140703T000000",519995,4,3,2590,6160,"2",0,0,3,8,2590,0,2014,0,"98059",47.4784,-122.122,2670,5600 +"1853080130","20141105T000000",924000,5,2.75,3210,8001,"2",0,0,3,9,3210,0,2014,0,"98074",47.5935,-122.061,3190,6624 +"0741500010","20150424T000000",295000,3,2,1230,3405,"1",0,0,3,7,1230,0,2010,0,"98058",47.438,-122.179,1440,4066 +"3123089027","20140721T000000",472000,3,2.5,3800,104979,"2",0,0,3,8,3210,590,2005,0,"98045",47.4304,-121.841,2040,109771 +"3630080190","20140801T000000",405000,3,2.5,1500,2314,"2",0,0,3,7,1500,0,2005,0,"98029",47.5537,-121.998,1440,2170 +"3782760080","20140718T000000",410000,4,2.25,2510,4090,"2",0,0,3,8,1840,670,2012,0,"98019",47.7345,-121.967,2070,4090 +"8024200684","20141125T000000",419500,3,1.5,1400,1091,"3",0,0,3,8,1400,0,2007,0,"98115",47.6989,-122.317,1270,1413 +"0982850020","20140903T000000",382000,3,2.25,1450,4667,"2",0,0,3,7,1450,0,2009,0,"98028",47.7611,-122.233,1490,4667 +"5649600462","20150224T000000",370000,2,2.5,1390,1821,"2",0,0,3,7,1180,210,2007,0,"98118",47.5537,-122.282,1350,1821 +"3449820430","20141006T000000",553000,3,2.75,3160,9072,"2",0,0,3,9,3160,0,2005,0,"98056",47.5147,-122.177,3160,9072 +"9533100285","20140630T000000",2.065e+006,4,3.75,4350,7965,"2",0,0,3,10,4350,0,2013,0,"98004",47.6289,-122.205,2190,8557 +"0923059259","20150401T000000",455950,4,2.5,2720,5771,"2",0,0,3,8,2720,0,2015,0,"98056",47.4917,-122.17,1940,4184 +"6431000748","20141027T000000",331000,3,3.25,1290,1153,"3",0,0,3,7,1290,0,2008,0,"98103",47.6904,-122.346,1290,1200 +"3753000010","20140507T000000",417250,3,2.25,1606,1452,"3",0,0,3,8,1606,0,2009,0,"98125",47.7175,-122.284,1516,1939 +"6169901185","20140520T000000",490000,5,3.5,4460,2975,"3",0,2,3,10,3280,1180,2015,0,"98119",47.6313,-122.37,2490,4231 +"2309710150","20140804T000000",325000,4,3.25,2800,5291,"2",0,0,3,7,2800,0,2011,0,"98022",47.1937,-121.977,2380,5291 +"1773600264","20150223T000000",705000,5,3.5,3250,4800,"2",0,0,3,9,2410,840,2010,0,"98106",47.5618,-122.362,1330,4920 +"6061500100","20140717T000000",1.17466e+006,6,3.5,4310,7760,"2",0,0,3,10,3260,1050,2013,0,"98059",47.5297,-122.155,4620,10217 +"1282300995","20150222T000000",365000,3,2.25,1310,915,"2",0,0,3,7,1060,250,2007,0,"98144",47.5738,-122.293,1500,1215 +"0597000593","20141117T000000",403000,2,1.5,1240,1101,"2",0,0,3,8,1080,160,2009,0,"98144",47.5758,-122.309,1530,1209 +"7853321110","20140813T000000",409000,3,2.5,1950,7263,"2",0,0,3,7,1950,0,2007,0,"98065",47.5194,-121.869,2190,5900 +"3278612450","20150407T000000",391000,3,2.5,1800,1120,"2",0,0,3,8,1800,0,2011,0,"98126",47.5436,-122.369,1800,2380 +"1438000120","20140616T000000",542525,4,2.5,2650,5600,"2",0,0,3,8,2650,0,2014,0,"98059",47.4786,-122.122,2650,5600 +"9521100301","20140507T000000",339950,2,1,820,681,"3",0,0,3,8,820,0,2006,0,"98103",47.6619,-122.352,820,1156 +"1442870040","20140819T000000",499990,4,2.75,2620,7001,"2",0,0,3,8,2620,0,2012,0,"98045",47.4838,-121.769,2620,6543 +"0644000115","20140923T000000",1.765e+006,4,3.25,3980,10249,"2",0,0,3,10,3980,0,2011,0,"98004",47.5873,-122.196,2450,10912 +"6372000297","20150323T000000",608000,3,3.5,1660,2298,"2",0,0,3,8,1260,400,2009,0,"98116",47.5809,-122.403,1500,2198 +"6600060150","20150312T000000",392000,4,2.5,2130,4028,"2",0,0,3,8,2130,0,2014,0,"98146",47.5108,-122.363,1830,7817 +"0774101755","20150417T000000",320000,3,1.75,1790,66250,"1.5",0,0,3,7,1790,0,2003,0,"98014",47.7179,-121.403,1440,59346 +"2895800750","20150417T000000",274800,3,1.75,1410,1988,"2",0,0,3,8,1410,0,2014,0,"98106",47.5171,-122.347,1410,1899 +"2424039029","20150427T000000",325000,3,2.25,1330,1198,"2",0,0,3,8,1080,250,2007,0,"98106",47.555,-122.362,1260,1062 +"3448740360","20150429T000000",418500,4,2.5,2190,4866,"2",0,0,3,7,2190,0,2009,0,"98059",47.4907,-122.152,2190,5670 +"3832050580","20140502T000000",300000,3,2.5,2540,5050,"2",0,0,3,7,2540,0,2006,0,"98042",47.3358,-122.055,2280,5050 +"3094000210","20150105T000000",269950,3,2.5,2244,4079,"2",0,0,3,7,2244,0,2012,0,"98001",47.2606,-122.254,2077,4078 +"0321030150","20150506T000000",358000,3,2.5,2026,7611,"2",0,0,3,8,2026,0,2010,0,"98042",47.3733,-122.162,2270,7611 +"7694200090","20150504T000000",350000,3,2.5,1730,4086,"2",0,0,3,8,1730,0,2013,0,"98146",47.5016,-122.341,2030,4086 +"3299710110","20140528T000000",782000,4,3.5,3910,8095,"2",0,0,3,9,3130,780,2007,0,"98029",47.5588,-122.036,3770,7021 +"3879900754","20140915T000000",779000,3,2.5,1580,1487,"3",0,1,3,9,1580,0,2009,0,"98119",47.6276,-122.359,1610,1297 +"8732900300","20141217T000000",685000,4,2.5,2510,3479,"2",0,0,3,8,2510,0,2007,0,"98052",47.6981,-122.099,2540,4171 +"6021503698","20140529T000000",305000,2,2.25,1000,905,"3",0,0,3,8,1000,0,2006,0,"98117",47.6842,-122.387,980,1023 +"3333000745","20150417T000000",350000,4,2.5,1660,2500,"2",0,0,3,7,1660,0,2007,0,"98118",47.5437,-122.283,1030,5000 +"3630220220","20140923T000000",775000,4,3.5,3060,4573,"2",0,0,3,9,2410,650,2012,0,"98029",47.5522,-122.001,3170,3634 +"9478500180","20140828T000000",317750,3,2.5,1980,4500,"2",0,0,3,7,1980,0,2012,0,"98042",47.3682,-122.117,1980,4500 +"2771602427","20140508T000000",438000,2,1,980,1179,"2",0,0,3,8,980,0,2010,0,"98119",47.6381,-122.375,1190,1600 +"1498301168","20140528T000000",325000,2,2.5,1050,1609,"2",0,0,3,7,1050,0,2005,0,"98144",47.5854,-122.313,1120,1693 +"8562790580","20150428T000000",830000,4,3.25,3080,4287,"2",0,0,3,10,2230,850,2012,0,"98027",47.5313,-122.076,2250,2520 +"2325400040","20140922T000000",353000,3,2.25,1900,3800,"2",0,0,3,7,1900,0,2006,0,"98059",47.4866,-122.16,1950,3800 +"5045700330","20140725T000000",460000,4,2.5,2200,6400,"2",0,0,3,8,2200,0,2010,0,"98059",47.4856,-122.156,2600,5870 +"3126049498","20150316T000000",370000,3,1.5,1360,1167,"3",0,0,3,8,1360,0,2008,0,"98103",47.6962,-122.349,1360,1167 +"9578140360","20140619T000000",330000,3,2.5,2238,7209,"2",0,0,3,8,2238,0,2011,0,"98023",47.2966,-122.353,2456,7212 +"3343901408","20150128T000000",569888,4,2.5,2590,6474,"2",0,0,3,8,2590,0,2014,0,"98056",47.5164,-122.19,1960,8679 +"7859910110","20140918T000000",353900,3,2.5,2517,3900,"2",0,0,3,8,2517,0,2014,0,"98092",47.3211,-122.182,2390,7108 +"7852120180","20150304T000000",695000,4,3.5,3510,9084,"2",0,0,3,10,3510,0,2001,0,"98065",47.5402,-121.875,3690,9568 +"9268850180","20140718T000000",288790,3,1.75,1290,1237,"2",0,0,3,7,1060,230,2008,0,"98027",47.54,-122.026,1370,942 +"6031400092","20150213T000000",334950,5,3,2230,8642,"1",0,0,3,7,1330,900,2014,0,"98168",47.487,-122.32,2100,11056 +"1853080790","20141215T000000",869950,4,2.75,3140,7928,"2",0,0,3,9,3140,0,2013,0,"98074",47.5923,-122.058,3500,7055 +"1624049291","20141008T000000",557500,3,3.5,3350,5025,"2",0,2,3,8,2670,680,2014,0,"98144",47.5699,-122.296,2030,5117 +"7237450100","20140919T000000",389990,4,2.5,2245,4330,"2",0,0,3,8,2245,0,2014,0,"98038",47.3557,-122.063,2530,4478 +"9521100214","20140604T000000",455000,3,1.75,1420,1189,"3",0,0,3,8,1420,0,2006,0,"98103",47.6625,-122.352,1380,1196 +"5693501102","20141030T000000",598500,3,3,1560,2091,"3",0,0,3,8,1560,0,2006,0,"98103",47.6604,-122.352,1530,2091 +"6891100590","20150302T000000",750000,4,2.75,2810,5497,"2",0,0,3,9,2810,0,2011,0,"98052",47.7081,-122.116,2990,5842 +"2254501095","20141113T000000",729999,2,2.25,1630,1686,"2",0,0,3,10,1330,300,2014,0,"98122",47.6113,-122.314,1570,2580 +"9478550110","20150303T000000",299950,3,2.5,1740,4497,"2",0,0,3,7,1740,0,2012,0,"98042",47.3697,-122.117,1950,4486 +"0993001961","20140709T000000",374950,3,2.25,1390,1484,"3",0,0,3,8,1390,0,2007,0,"98103",47.6912,-122.343,1250,1087 +"9274200028","20150219T000000",386950,3,2.5,1070,1089,"2",0,0,3,7,900,170,2009,0,"98116",47.5902,-122.387,1450,1437 +"7708200180","20140710T000000",535000,5,3.25,2850,4551,"2",0,0,3,8,2370,480,2006,0,"98059",47.4916,-122.144,2850,4849 +"8691430330","20140831T000000",890000,5,3.25,4100,7578,"2",0,2,3,10,4100,0,2011,0,"98075",47.5955,-121.974,3710,8156 +"8924100308","20150203T000000",1.05e+006,4,2.5,3260,5974,"2",0,1,3,9,2820,440,2007,0,"98115",47.6772,-122.267,2260,6780 +"1070000180","20141015T000000",1.10746e+006,4,3.5,3660,4760,"2",0,0,3,9,2840,820,2014,0,"98199",47.6482,-122.409,3210,4640 +"1085623630","20141003T000000",436952,4,2.5,2708,4772,"2",0,0,3,9,2708,0,2014,0,"98092",47.3413,-122.178,2502,4900 +"3278605550","20140609T000000",365000,3,2.5,1800,2700,"2",0,0,3,8,1800,0,2011,0,"98126",47.5458,-122.369,1580,2036 +"1139000062","20140625T000000",288000,3,2.5,1150,887,"3",0,0,3,7,1150,0,2007,0,"98133",47.7072,-122.356,1180,915 +"2838000180","20150220T000000",700000,3,2.5,2230,4006,"2",0,0,3,8,2230,0,2014,0,"98133",47.73,-122.335,2230,4180 +"2725079018","20140509T000000",800000,4,3.25,3540,159430,"2",0,0,3,9,3540,0,2007,0,"98014",47.6285,-121.899,1940,392040 +"7104100110","20150511T000000",899000,4,3.5,2490,5500,"2",0,0,3,9,1780,710,2015,0,"98136",47.5499,-122.393,1710,5500 +"0259500230","20141218T000000",465750,3,2.5,2670,4534,"2",0,0,3,9,2670,0,2007,0,"98056",47.51,-122.184,3040,5079 +"9523100712","20140618T000000",485000,2,2.5,1430,923,"3",0,0,3,8,1410,20,2008,0,"98103",47.6683,-122.355,1620,1505 +"1438000360","20140603T000000",494995,5,2.75,2670,3800,"2",0,0,3,8,2670,0,2014,0,"98059",47.4783,-122.123,2670,3800 +"1608000120","20150202T000000",255000,3,2.5,2555,5720,"2",0,0,3,8,2555,0,2006,0,"98031",47.386,-122.184,2844,5769 +"7853361120","20140729T000000",530000,3,2.5,1970,6295,"2",0,0,3,7,1970,0,2011,0,"98065",47.5158,-121.874,2710,6009 +"2461900448","20140616T000000",435000,3,2,1980,2674,"3",0,0,3,8,1980,0,2007,0,"98136",47.5524,-122.382,1440,2674 +"1703400910","20140811T000000",639000,3,2.5,2010,3300,"2",0,0,3,9,1610,400,2014,0,"98118",47.5573,-122.287,1660,4950 +"8024200683","20140709T000000",440000,3,1.5,1270,1413,"3",0,0,3,8,1270,0,2007,0,"98115",47.6989,-122.317,1270,1413 +"9544700730","20140515T000000",914500,4,2.5,3950,10856,"3",0,0,3,10,3950,0,2013,0,"98075",47.5818,-121.996,3200,10856 +"8682320900","20141105T000000",580000,3,2,1870,5300,"1",0,0,3,8,1870,0,2009,0,"98053",47.7106,-122.02,1870,5050 +"3278600750","20150407T000000",250000,1,1.5,1180,1688,"2",0,0,3,8,1070,110,2007,0,"98126",47.549,-122.372,1380,2059 +"5676000008","20150316T000000",410000,3,2.5,1420,1269,"3",0,0,3,7,1420,0,2007,0,"98103",47.6904,-122.342,1420,1300 +"3744000150","20140928T000000",531155,4,2.75,2810,5046,"2",0,0,3,9,2810,0,2014,0,"98038",47.3559,-122.022,3060,4934 +"3630080120","20140919T000000",358000,3,2.5,1400,1529,"2",0,0,3,7,1400,0,2005,0,"98029",47.5535,-121.997,1440,1536 +"7853360620","20140701T000000",425000,3,2.5,1950,5689,"2",0,0,3,7,1950,0,2009,0,"98065",47.5158,-121.873,2190,5653 +"0255550100","20140711T000000",326000,3,2.25,1930,3462,"2",0,0,3,7,1930,0,2004,0,"98019",47.7453,-121.985,1930,2952 +"9268200484","20140513T000000",650000,4,2.5,2210,4861,"2",0,0,3,9,2210,0,2013,0,"98117",47.6959,-122.364,1590,5080 +"8562790720","20150514T000000",749950,4,3.5,2630,3757,"2",0,0,3,10,2200,430,2008,0,"98027",47.5322,-122.075,2620,2699 +"7140700690","20150312T000000",239950,3,1.75,1600,4888,"1",0,0,3,6,1600,0,2014,0,"98042",47.383,-122.097,2520,5700 +"3624039183","20140609T000000",315000,3,2.5,1480,1590,"2",0,0,3,8,1150,330,2010,0,"98106",47.5302,-122.362,1480,5761 +"2254502071","20140523T000000",375000,2,2.5,750,1430,"2",0,0,3,8,750,0,2006,0,"98122",47.6093,-122.31,1320,2790 +"4310702838","20150427T000000",375000,3,1.5,1290,1213,"3",0,0,3,8,1290,0,2007,0,"98103",47.6965,-122.34,1360,1227 +"6431000749","20140922T000000",349000,3,3.25,1340,1151,"3",0,0,3,7,1340,0,2008,0,"98103",47.6904,-122.346,1290,1200 +"3362401761","20150225T000000",450000,2,1.5,1020,1049,"3",0,0,3,8,1020,0,2008,0,"98103",47.68,-122.348,1350,1395 +"3629700120","20141014T000000",669950,3,3,2330,1944,"2.5",0,0,3,8,1950,380,2014,0,"98027",47.5446,-122.016,2290,1407 +"3226049565","20140711T000000",504600,5,3,2360,5000,"1",0,0,3,7,1390,970,2008,0,"98103",47.6931,-122.33,2180,5009 +"0567000408","20140602T000000",400000,3,2.5,1495,936,"3",0,0,3,8,1405,90,2006,0,"98144",47.593,-122.295,1495,1186 +"0825059349","20140701T000000",1.02e+006,4,3.5,3770,8501,"2",0,0,3,10,3770,0,2008,0,"98033",47.6744,-122.196,1520,9660 +"7787920230","20150408T000000",518000,5,2.5,2890,13104,"2",0,0,3,8,2890,0,2006,0,"98019",47.7277,-121.958,3020,9300 +"5694000706","20140813T000000",535000,3,2.75,1320,1125,"3",0,0,3,8,1320,0,2008,0,"98103",47.6598,-122.348,1320,1266 +"1760650900","20140721T000000",337500,4,2.5,2330,4907,"2",0,0,3,7,2330,0,2013,0,"98042",47.359,-122.081,2300,3836 +"2021000180","20150310T000000",380000,4,2.5,3120,5001,"2",0,0,3,9,3120,0,2005,0,"98023",47.2779,-122.349,3120,5244 +"6400700389","20140710T000000",875000,5,3,2960,15152,"2",0,0,3,9,2960,0,2004,0,"98033",47.6689,-122.179,1850,9453 +"6431000987","20140902T000000",385000,3,2.25,1630,1598,"3",0,0,3,8,1630,0,2008,0,"98103",47.6904,-122.347,1320,1605 +"2311400056","20141201T000000",1.9875e+006,5,3.5,5230,8960,"2",0,0,3,11,4450,780,2014,0,"98004",47.5964,-122.201,2310,9603 +"3224059107","20150508T000000",649500,4,3,3150,6599,"2",0,0,3,9,3150,0,2008,0,"98056",47.5279,-122.199,2680,9430 +"1245002281","20140512T000000",1.05e+006,4,3.75,3280,11000,"2",0,0,3,10,2320,960,2008,0,"98033",47.6855,-122.201,2400,8351 +"0121039156","20150109T000000",249000,3,1,1030,24750,"1",0,2,3,5,1030,0,1943,0,"98023",47.3343,-122.362,2810,28800 +"9211000110","20141003T000000",525000,4,2.5,3130,5795,"2",0,0,3,9,3130,0,2008,0,"98059",47.4997,-122.151,2950,5259 +"7625702263","20140612T000000",402000,3,3.5,1240,1666,"2",0,0,3,7,1000,240,2008,0,"98136",47.5496,-122.388,1110,1027 +"8085400586","20141101T000000",1.75e+006,4,2.75,3560,8975,"2",0,0,3,10,3560,0,2014,0,"98004",47.6322,-122.209,3440,12825 +"2895800590","20141020T000000",359800,5,2.5,2170,2752,"2",0,0,3,8,2170,0,2014,0,"98106",47.5167,-122.347,1800,2752 +"0100300530","20140925T000000",330000,3,2.5,1520,3003,"2",0,0,3,7,1520,0,2009,0,"98059",47.4876,-122.153,1820,3030 +"4092302096","20150325T000000",433000,3,2.5,1270,1062,"2",0,0,3,8,1060,210,2008,0,"98105",47.6568,-122.321,1260,1112 +"7010700308","20141112T000000",1.0108e+006,4,3.25,3610,4000,"2",0,0,3,9,2640,970,2007,0,"98199",47.658,-122.396,1980,4000 +"7853370100","20150406T000000",599832,3,2.75,3230,5200,"2",0,0,3,9,2680,550,2014,0,"98065",47.519,-121.878,3100,4900 +"6181500120","20140623T000000",312891,5,3,2300,8214,"2",0,0,3,8,2300,0,2013,0,"98001",47.3052,-122.276,2594,4950 +"0567000775","20140912T000000",449000,2,2.5,1460,1296,"2",0,0,3,8,1160,300,2008,0,"98144",47.5923,-122.296,1460,1296 +"3331000035","20140527T000000",495000,3,2.5,1750,1548,"3",0,0,3,9,1750,0,2013,0,"98118",47.5532,-122.282,1750,3960 +"4216500110","20140515T000000",819995,5,2.75,3030,10335,"2",0,0,3,9,3030,0,2013,0,"98056",47.5305,-122.184,2720,11213 +"2776600082","20141113T000000",407500,3,3.5,1522,1465,"2",0,0,3,8,1248,274,2006,0,"98117",47.6922,-122.375,1522,1341 +"0323079058","20150105T000000",850000,4,3.75,3890,22000,"2",0,0,3,10,3890,0,2007,0,"98027",47.5052,-121.906,1610,23142 +"1088100450","20140725T000000",1.72e+006,5,4,4590,35046,"2",0,0,3,10,4590,0,2008,0,"98033",47.6647,-122.16,3350,35857 +"0098300230","20150428T000000",1.459e+006,4,4,4620,130208,"2",0,0,3,10,4620,0,2014,0,"98024",47.5885,-121.939,4620,131007 +"0847100047","20140917T000000",579000,4,2.75,3220,9825,"2",0,0,3,8,3220,0,2012,0,"98059",47.4863,-122.143,2820,8566 +"1853080150","20140811T000000",890776,5,2.75,3170,8093,"2",0,0,3,9,3170,0,2014,0,"98075",47.5933,-122.06,3210,7062 +"6021503707","20150120T000000",352500,2,2.5,980,1010,"3",0,0,3,8,980,0,2008,0,"98117",47.6844,-122.387,980,1023 +"9512200090","20150501T000000",529000,3,1.75,2340,7724,"1",0,0,3,10,2340,0,2010,0,"98058",47.4593,-122.134,3040,5787 +"9268850040","20150327T000000",484000,3,2.25,1620,1425,"3",0,0,3,8,1540,80,2009,0,"98027",47.5405,-122.026,1620,1237 +"7283900306","20150417T000000",400000,3,2.5,1910,4408,"3",0,0,3,8,1910,0,2007,0,"98133",47.7634,-122.35,1910,8154 +"1980200236","20150417T000000",649950,3,2.5,2420,6847,"2",0,0,3,9,2420,0,2009,0,"98133",47.7329,-122.356,1180,8100 +"2413910120","20140702T000000",915000,3,4.5,3850,62726,"2",0,0,3,10,3120,730,2013,0,"98053",47.6735,-122.058,2630,46609 +"7787920180","20150504T000000",534950,5,2.5,3220,10572,"2",0,0,3,8,3220,0,2006,0,"98019",47.7268,-121.957,2890,9090 +"1283800110","20140506T000000",776000,4,2.5,3040,6425,"2",0,0,3,8,3040,0,2008,0,"98052",47.6788,-122.117,3040,7800 +"6140100028","20150501T000000",370000,3,1.75,1496,1423,"2",0,0,3,8,1248,248,2006,0,"98133",47.715,-122.355,1460,1423 +"1972200555","20140714T000000",610000,3,1.75,1630,1500,"3",0,0,3,8,1630,0,2014,0,"98103",47.6536,-122.354,1570,1335 +"6891100090","20141014T000000",850000,5,3.5,4200,5400,"2",0,0,3,9,3140,1060,2012,0,"98052",47.7077,-122.12,3300,5564 +"3438503021","20141105T000000",443000,3,2.5,2430,7049,"2",0,0,3,8,2430,0,2007,0,"98106",47.5399,-122.352,1770,7049 +"4233600150","20150203T000000",1.15e+006,5,4.25,4010,8252,"2",0,0,3,10,4010,0,2015,0,"98075",47.5974,-122.013,3370,8252 +"2770601782","20140801T000000",453000,3,2.5,1510,1618,"2.5",0,0,3,8,1330,180,2011,0,"98199",47.6515,-122.384,1350,1397 +"9268851020","20150410T000000",735000,4,3.5,2340,2810,"2",0,2,3,8,1730,610,2011,0,"98027",47.5403,-122.028,2600,2843 +"8682291050","20140708T000000",810000,2,2.75,2700,8572,"1",0,0,3,9,2700,0,2007,0,"98053",47.7236,-122.033,2680,8569 +"9468200109","20140617T000000",1.555e+006,3,3.5,4360,6240,"2",0,3,3,10,2960,1400,2008,0,"98103",47.6791,-122.354,1920,3910 +"2524069097","20140509T000000",2.23889e+006,5,6.5,7270,130017,"2",0,0,3,12,6420,850,2010,0,"98027",47.5371,-121.982,1800,44890 +"7625702441","20140808T000000",377500,3,2.5,1350,886,"3",0,0,3,8,1270,80,2006,0,"98136",47.5491,-122.387,1350,886 +"9521100866","20140618T000000",482000,3,3.25,1380,1120,"3",0,0,3,8,1380,0,2008,0,"98103",47.6617,-122.349,1310,1405 +"0148000072","20140818T000000",600000,2,2.5,1830,1988,"2",0,0,3,9,1530,300,2011,0,"98116",47.5779,-122.409,1800,2467 +"1493300057","20140807T000000",420000,3,2.5,1470,1571,"2",0,0,3,8,1180,290,2007,0,"98116",47.5722,-122.387,1580,4329 +"3304030220","20150421T000000",480000,4,2.5,2940,9172,"2",0,0,3,9,2940,0,2006,0,"98001",47.3444,-122.269,2660,7955 +"7625702277","20150331T000000",406000,2,2,1110,1095,"3",0,0,3,7,980,130,2008,0,"98136",47.5494,-122.388,1110,1083 +"1023059465","20140513T000000",505000,4,2.5,2790,5602,"2",0,0,3,8,2790,0,2009,0,"98059",47.4959,-122.15,2790,5309 +"3262300818","20150227T000000",1.865e+006,4,3.75,3790,8797,"2",0,0,3,11,3290,500,2006,0,"98039",47.6351,-122.236,2660,12150 +"2937300040","20141215T000000",942990,4,2.5,3570,6218,"2",0,0,3,9,3570,0,2014,0,"98052",47.7046,-122.123,3230,5972 +"2768100206","20141001T000000",440000,3,2.25,1230,1097,"3",0,0,3,8,1230,0,2009,0,"98107",47.6697,-122.372,1420,1437 +"7904700134","20140626T000000",390000,3,3.25,1370,913,"2",0,0,3,8,1100,270,2006,0,"98116",47.5636,-122.388,1370,915 +"9521100867","20140711T000000",475000,3,3.25,1380,1121,"3",0,0,3,8,1380,0,2008,0,"98103",47.6617,-122.349,1310,1405 +"1702901618","20150407T000000",420000,1,2,1070,675,"2",0,0,3,8,880,190,2007,0,"98118",47.5574,-122.284,1220,788 +"7237550100","20140825T000000",1.40876e+006,4,4,4920,50621,"2",0,0,3,10,4280,640,2012,0,"98053",47.6575,-122.006,4920,74052 +"7430500110","20141209T000000",1.378e+006,5,3.5,5150,12230,"2",0,2,3,10,3700,1450,2007,0,"98008",47.6249,-122.09,2940,13462 +"0603000555","20150302T000000",462500,6,3,2390,4000,"2",0,0,3,7,2390,0,2014,0,"98118",47.5173,-122.286,1680,5000 +"3304300300","20150507T000000",579950,4,2.75,2460,8643,"2",0,0,3,9,2460,0,2011,0,"98059",47.4828,-122.133,3110,8626 +"6453550090","20150505T000000",861111,4,2.5,3650,7090,"2",0,0,3,10,3650,0,2008,0,"98074",47.606,-122.052,3860,7272 +"2625069038","20141124T000000",1.45e+006,4,3.5,4300,108865,"2",0,0,3,11,4300,0,2014,0,"98074",47.6258,-122.005,4650,107498 +"1760650820","20150428T000000",290000,3,2.25,1610,3764,"2",0,0,3,7,1610,0,2012,0,"98042",47.3589,-122.083,1610,3825 +"9578060230","20140618T000000",535000,4,2.5,2610,4595,"2",0,0,3,8,2610,0,2008,0,"98028",47.7728,-122.235,2440,4588 +"3416600750","20150217T000000",585000,3,2.5,1750,1381,"3",0,0,3,8,1750,0,2008,0,"98122",47.6021,-122.294,1940,4800 +"2487200490","20140623T000000",670000,3,2.5,3310,5300,"2",0,2,3,8,2440,870,2008,0,"98136",47.5178,-122.389,2140,7500 +"8964800330","20150407T000000",3e+006,4,3.75,5090,14823,"1",0,0,3,11,4180,910,2013,0,"98004",47.62,-122.207,3030,12752 +"5637500082","20141203T000000",346000,3,2,1060,1184,"2",0,0,3,7,730,330,2006,0,"98136",47.5443,-122.385,1270,1601 +"0324069112","20140617T000000",1.325e+006,4,4,4420,16526,"2",0,0,3,11,4420,0,2013,0,"98075",47.5914,-122.027,3510,50447 +"0524059322","20150226T000000",999999,3,2.5,2100,4097,"2",0,0,3,9,2100,0,2008,0,"98004",47.5983,-122.2,1780,4764 +"0889000025","20140811T000000",599000,3,1.75,1650,1180,"3",0,0,3,8,1650,0,2014,0,"98105",47.6636,-122.319,1720,1960 +"2909310100","20141015T000000",332000,4,2.5,2380,5737,"2",0,0,3,7,2380,0,2010,0,"98023",47.2815,-122.356,2380,5396 +"8562780180","20140612T000000",336750,2,2.25,1170,1011,"2",0,0,3,7,1170,0,2009,0,"98027",47.5321,-122.073,1240,750 +"1043000100","20141211T000000",370000,4,2.5,2531,6843,"2",0,0,3,8,2531,0,2013,0,"98030",47.385,-122.189,2604,6238 +"1865400076","20140509T000000",324000,3,2.25,998,904,"2",0,0,3,7,798,200,2007,0,"98117",47.6983,-122.367,998,1110 +"8902000201","20150219T000000",338500,3,2.25,1333,1470,"3",0,3,3,7,1333,0,2009,0,"98125",47.7058,-122.302,1360,1680 +"0715010530","20150113T000000",1.88158e+006,5,3.5,4410,13000,"2",0,3,3,10,2920,1490,2014,0,"98006",47.5382,-122.111,5790,12969 +"4253400100","20150410T000000",402723,3,2.75,1160,1073,"2",0,0,3,7,880,280,2007,0,"98144",47.5788,-122.315,1250,5400 +"3874900085","20150227T000000",715000,4,3.25,2630,7770,"2",0,0,3,9,2630,0,2014,0,"98126",47.5459,-122.377,1370,7770 +"1972200227","20141007T000000",459000,3,1.5,1160,1031,"3",0,0,3,8,1160,0,2008,0,"98103",47.6538,-122.357,1268,1688 +"8562770720","20150423T000000",589999,3,2.5,2140,3628,"2",0,0,3,8,1960,180,2006,0,"98027",47.537,-122.074,2280,2812 +"6669080120","20141215T000000",405000,4,2.5,1980,5020,"2",0,0,3,7,1980,0,2007,0,"98056",47.5147,-122.19,1980,5064 +"9211010300","20140707T000000",509900,3,2.5,3030,9053,"2",0,0,3,8,3030,0,2009,0,"98059",47.4945,-122.149,3010,6026 +"3277800823","20140820T000000",327000,2,2,1490,1627,"2",0,0,3,8,1190,300,2009,0,"98126",47.5455,-122.375,1400,1498 +"8835770330","20140819T000000",1.057e+006,2,1.5,2370,184231,"2",0,0,3,11,2370,0,2005,0,"98045",47.4543,-121.778,3860,151081 +"1220000371","20141231T000000",327500,3,2.5,1820,1866,"2",0,0,3,8,1570,250,2008,0,"98166",47.4643,-122.346,1660,6900 +"0880000205","20140729T000000",249000,3,2,1260,1125,"2",0,0,3,7,810,450,2011,0,"98106",47.5262,-122.361,1260,1172 +"1561750040","20141224T000000",1.375e+006,5,4.5,4350,13405,"2",0,0,3,11,4350,0,2014,0,"98074",47.6018,-122.06,3990,7208 +"0688000017","20140627T000000",516500,1,1.25,1100,638,"3",0,0,3,9,1100,0,2014,0,"98112",47.6228,-122.307,1110,1933 +"2522059251","20150409T000000",465000,3,2.5,2050,15035,"2",0,0,3,9,2050,0,2006,0,"98042",47.3619,-122.122,1300,15836 +"2855000110","20140808T000000",388000,3,2.5,2198,6222,"2",0,2,3,8,2198,0,2010,0,"98198",47.3906,-122.304,2198,7621 +"6821101731","20140930T000000",549000,3,2.25,1230,1380,"3",0,0,3,8,1230,0,2013,0,"98199",47.6521,-122.4,1760,5664 +"0476000017","20141003T000000",553000,2,2,1400,1512,"2",0,0,3,8,940,460,2006,0,"98107",47.6719,-122.392,1400,3500 +"2770603523","20150422T000000",530000,3,2.5,1410,1250,"2",0,0,3,8,1140,270,2010,0,"98119",47.6515,-122.375,1720,2825 +"2255500123","20140820T000000",747450,3,2.5,2110,1339,"2",0,0,3,8,1410,700,2014,0,"98122",47.6088,-122.311,1630,2670 +"3438501329","20140520T000000",305000,2,2.5,1590,2656,"2",0,0,3,7,1220,370,2009,0,"98106",47.5489,-122.364,1590,2306 +"0423059387","20141118T000000",540000,5,2.5,3370,4850,"2",0,0,3,9,3370,0,2007,0,"98056",47.5078,-122.169,2900,5570 +"6664500090","20150115T000000",750000,5,4,4500,8130,"2",0,0,3,10,4500,0,2007,0,"98059",47.4832,-122.145,2840,8402 +"2122059216","20150414T000000",422000,4,2.5,2930,5973,"2",0,0,3,10,2930,0,2008,0,"98030",47.3846,-122.186,3038,7095 +"9406530090","20141020T000000",337000,4,2.5,2470,5100,"2",0,0,3,8,2470,0,2005,0,"98038",47.3622,-122.041,2240,5123 +"7168100015","20141009T000000",579950,5,2.75,3080,5752,"2",0,0,3,9,3080,0,2014,0,"98059",47.4922,-122.153,3000,4650 +"5007500120","20150226T000000",341780,4,2.75,2260,4440,"2",0,0,3,7,2260,0,2014,0,"98001",47.3507,-122.291,2260,4563 +"3528900770","20150423T000000",710200,4,3,1670,2642,"2",0,0,3,8,1350,320,2008,0,"98109",47.6397,-122.345,1670,2594 +"9521100031","20140618T000000",690000,3,3.25,1540,1428,"3",0,0,3,9,1540,0,2013,0,"98103",47.6648,-122.353,1660,3300 +"0524059330","20150130T000000",1.7e+006,4,3.5,3830,8963,"2",0,0,3,10,3120,710,2014,0,"98004",47.599,-122.197,2190,10777 +"6021503705","20141015T000000",329000,2,2.5,980,1020,"3",0,0,3,8,980,0,2008,0,"98117",47.6844,-122.387,980,1023 +"3438501862","20140513T000000",330000,3,2.5,1450,5008,"1",0,0,3,7,840,610,2007,0,"98106",47.5435,-122.357,2120,5019 +"3345700207","20150502T000000",608500,4,3.5,2850,5577,"2",0,0,3,8,1950,900,2014,0,"98056",47.5252,-122.192,2850,5708 +"6056111067","20140707T000000",230000,3,1.75,1140,1201,"2",0,0,3,8,1140,0,2014,0,"98108",47.5637,-122.295,1210,1552 +"8562790760","20140520T000000",785000,4,3.5,3070,4684,"2",0,0,3,10,2190,880,2009,0,"98027",47.5316,-122.076,2290,2664 +"1931300090","20140507T000000",610950,3,3,1680,1570,"3",0,0,3,8,1680,0,2014,0,"98103",47.6572,-122.346,1640,4800 +"9578500790","20141111T000000",399950,3,2.5,3087,5002,"2",0,0,3,8,3087,0,2014,0,"98023",47.2974,-122.349,2927,5183 +"9253900271","20150107T000000",3.567e+006,5,4.5,4850,10584,"2",1,4,3,10,3540,1310,2007,0,"98008",47.5943,-122.11,3470,18270 +"3881900317","20150123T000000",579000,4,3.25,1900,2631,"2",0,0,3,9,1250,650,2014,0,"98144",47.5869,-122.311,1710,4502 +"0567000385","20140623T000000",362500,2,1.5,940,1768,"2",0,0,3,7,940,0,2009,0,"98144",47.5925,-122.295,1130,1159 +"7011201004","20140529T000000",645000,3,3.25,1730,1229,"2",0,2,3,9,1320,410,2008,0,"98119",47.6374,-122.369,1710,1686 +"7853420110","20141003T000000",594866,3,3,2780,6000,"2",0,0,3,9,2780,0,2013,0,"98065",47.5184,-121.886,2850,6000 +"7853420110","20150504T000000",625000,3,3,2780,6000,"2",0,0,3,9,2780,0,2013,0,"98065",47.5184,-121.886,2850,6000 +"3052700432","20141112T000000",490000,3,2.25,1500,1290,"2",0,0,3,8,1220,280,2006,0,"98117",47.6785,-122.375,1460,1375 +"2025049203","20140610T000000",399950,2,1,710,1157,"2",0,0,4,7,710,0,1943,0,"98102",47.6413,-122.329,1370,1173 +"0952006823","20141202T000000",380000,3,2.5,1260,900,"2",0,0,3,7,940,320,2007,0,"98116",47.5621,-122.384,1310,1415 +"3832050760","20140828T000000",270000,3,2.5,1870,5000,"2",0,0,3,7,1870,0,2009,0,"98042",47.3339,-122.055,2170,5399 +"2767604724","20141015T000000",505000,2,2.5,1430,1201,"3",0,0,3,8,1430,0,2009,0,"98107",47.6707,-122.381,1430,1249 +"6632300207","20150305T000000",385000,3,2.5,1520,1488,"3",0,0,3,8,1520,0,2006,0,"98125",47.7337,-122.309,1520,1497 +"2767600688","20141113T000000",414500,2,1.5,1210,1278,"2",0,0,3,8,1020,190,2007,0,"98117",47.6756,-122.375,1210,1118 +"7570050450","20140910T000000",347500,3,2.5,2540,4760,"2",0,0,3,8,2540,0,2010,0,"98038",47.3452,-122.022,2540,4571 +"7430200100","20140514T000000",1.2225e+006,4,3.5,4910,9444,"1.5",0,0,3,11,3110,1800,2007,0,"98074",47.6502,-122.066,4560,11063 +"4140940150","20141002T000000",572000,4,2.75,2770,3852,"2",0,0,3,8,2770,0,2014,0,"98178",47.5001,-122.232,1810,5641 +"1931300412","20150416T000000",475000,3,2.25,1190,1200,"3",0,0,3,8,1190,0,2008,0,"98103",47.6542,-122.346,1180,1224 +"8672200110","20150317T000000",1.088e+006,5,3.75,4170,8142,"2",0,2,3,10,4170,0,2006,0,"98056",47.5354,-122.181,3030,7980 +"5087900040","20141017T000000",350000,4,2.75,2500,5995,"2",0,0,3,8,2500,0,2008,0,"98042",47.3749,-122.107,2530,5988 +"1972201967","20141031T000000",520000,2,2.25,1530,981,"3",0,0,3,8,1480,50,2006,0,"98103",47.6533,-122.346,1530,1282 +"7502800100","20140813T000000",679950,5,2.75,3600,9437,"2",0,0,3,9,3600,0,2014,0,"98059",47.4822,-122.131,3550,9421 +"0191100405","20150421T000000",1.575e+006,4,3.25,3410,10125,"2",0,0,3,10,3410,0,2007,0,"98040",47.5653,-122.223,2290,10125 +"8956200760","20141013T000000",541800,4,2.5,3118,7866,"2",0,2,3,9,3118,0,2014,0,"98001",47.2931,-122.264,2673,6500 +"7202300110","20140915T000000",810000,4,3,3990,7838,"2",0,0,3,9,3990,0,2003,0,"98053",47.6857,-122.046,3370,6814 +"0249000205","20141015T000000",1.537e+006,5,3.75,4470,8088,"2",0,0,3,11,4470,0,2008,0,"98004",47.6321,-122.2,2780,8964 +"5100403806","20150407T000000",467000,3,2.5,1425,1179,"3",0,0,3,8,1425,0,2008,0,"98125",47.6963,-122.318,1285,1253 +"0844000965","20140626T000000",224000,3,1.75,1500,11968,"1",0,0,3,6,1500,0,2014,0,"98010",47.3095,-122.002,1320,11303 +"7852140040","20140825T000000",507250,3,2.5,2270,5536,"2",0,0,3,8,2270,0,2003,0,"98065",47.5389,-121.881,2270,5731 +"9834201367","20150126T000000",429000,3,2,1490,1126,"3",0,0,3,8,1490,0,2014,0,"98144",47.5699,-122.288,1400,1230 +"3448900210","20141014T000000",610685,4,2.5,2520,6023,"2",0,0,3,9,2520,0,2014,0,"98056",47.5137,-122.167,2520,6023 +"7936000429","20150326T000000",1.0075e+006,4,3.5,3510,7200,"2",0,0,3,9,2600,910,2009,0,"98136",47.5537,-122.398,2050,6200 +"2997800021","20150219T000000",475000,3,2.5,1310,1294,"2",0,0,3,8,1180,130,2008,0,"98116",47.5773,-122.409,1330,1265 +"0263000018","20140521T000000",360000,3,2.5,1530,1131,"3",0,0,3,8,1530,0,2009,0,"98103",47.6993,-122.346,1530,1509 +"6600060120","20150223T000000",400000,4,2.5,2310,5813,"2",0,0,3,8,2310,0,2014,0,"98146",47.5107,-122.362,1830,7200 +"1523300141","20140623T000000",402101,2,0.75,1020,1350,"2",0,0,3,7,1020,0,2009,0,"98144",47.5944,-122.299,1020,2007 +"0291310100","20150116T000000",400000,3,2.5,1600,2388,"2",0,0,3,8,1600,0,2004,0,"98027",47.5345,-122.069,1410,1287 +"1523300157","20141015T000000",325000,2,0.75,1020,1076,"2",0,0,3,7,1020,0,2008,0,"98144",47.5941,-122.299,1020,1357 + +"7203220300","20140724T000000",895990,4,2.75,3555,6565,"2",0,0,3,9,3555,0,2014,0,"98053",47.6847,-122.017,3625,5637 +"4027701220","20140828T000000",259000,3,2,1610,14046,"2",0,0,3,7,1610,0,1933,1988,"98028",47.7704,-122.264,2410,9000 +"0114100758","20141022T000000",420000,2,1,960,112384,"1",0,0,3,7,960,0,1955,0,"98028",47.7642,-122.234,1210,24875 +"9376301110","20140519T000000",518000,3,2.5,1680,2096,"2",0,0,3,8,1380,300,2008,0,"98117",47.6904,-122.37,1360,2096 +"9371700085","20140722T000000",425000,3,1.75,1380,8182,"1",0,0,5,7,1380,0,1942,0,"98133",47.7513,-122.349,1300,8188 +"2122049096","20140808T000000",182500,2,1,1040,13920,"1",0,0,3,6,1040,0,1973,0,"98198",47.3756,-122.306,1100,7575 +"0546000245","20140716T000000",549900,3,1.5,1380,3031,"1.5",0,0,4,7,1380,0,1929,0,"98117",47.6889,-122.38,1440,4005 +"2783600210","20140916T000000",445000,3,1.75,1850,16863,"1",0,0,4,7,1280,570,1980,0,"98034",47.7166,-122.225,1790,9000 +"5210200184","20140606T000000",452000,2,1.75,1740,5400,"1",0,0,4,7,990,750,1946,0,"98115",47.6971,-122.282,1980,5400 +"2125049133","20141104T000000",715000,5,1.75,1920,6500,"1",0,0,3,7,1260,660,1951,0,"98112",47.6394,-122.308,1970,5500 +"7940710100","20140911T000000",559000,3,2.5,2010,5200,"2",0,0,3,8,2010,0,1989,0,"98034",47.7142,-122.203,1860,4400 +"6072800246","20140702T000000",3.3e+006,5,6.25,8020,21738,"2",0,0,3,11,8020,0,2001,0,"98006",47.5675,-122.189,4160,18969 +"5466700450","20141015T000000",250000,4,1.75,1860,7350,"1",0,0,4,7,1090,770,1977,0,"98031",47.3979,-122.174,1710,7350 +"1425039029","20140923T000000",1.23e+006,5,4,4390,6656,"2",0,0,3,9,2930,1460,2008,0,"98199",47.648,-122.397,1560,6656 +"0422069067","20150512T000000",276500,4,2.25,2380,128937,"1",0,0,4,7,2380,0,1960,0,"98038",47.4253,-122.043,1030,114998 +"2472920740","20141114T000000",440000,4,2.5,2880,7386,"2",0,0,4,9,2880,0,1987,0,"98058",47.4397,-122.15,2420,7663 +"2338800100","20140508T000000",543200,6,2.25,2820,15600,"1.5",0,2,5,7,1970,850,1940,0,"98166",47.4635,-122.362,2520,7797 +"3524039060","20140601T000000",250000,1,1,750,4000,"1",0,0,3,6,750,0,1918,0,"98136",47.5243,-122.39,1770,4850 +"7539900040","20140728T000000",625000,4,2.5,1750,9000,"1",0,0,3,8,1410,340,1977,2003,"98052",47.6403,-122.105,2120,9600 +"1646502055","20140613T000000",530100,3,1,1540,3399,"1.5",0,0,3,7,1200,340,1926,0,"98117",47.6853,-122.359,1500,3914 +"1025049268","20140721T000000",549900,2,1.75,1140,936,"2",0,0,3,8,940,200,2014,0,"98105",47.6647,-122.284,1160,1327 +"0324059076","20150311T000000",430000,4,1.5,1560,6534,"1",0,0,4,7,1560,0,1962,0,"98007",47.6012,-122.152,1560,6969 +"1853080730","20141210T000000",835000,3,2.5,2960,6856,"2",0,0,3,10,2960,0,2009,0,"98074",47.5906,-122.057,3320,6856 +"6708200040","20140507T000000",409500,4,2.75,2140,13000,"1",0,0,3,7,1320,820,1968,0,"98028",47.7683,-122.252,2360,11000 +"3438501452","20140520T000000",329000,4,2.5,1600,6765,"1",0,0,3,7,830,770,1947,2011,"98106",47.5469,-122.365,1600,8942 +"9287802380","20140522T000000",940000,4,2.75,2080,4000,"1.5",0,0,3,8,2080,0,1912,2000,"98107",47.6737,-122.358,1730,5000 +"2652501513","20140813T000000",539950,3,2,1560,3200,"1.5",0,0,3,7,1560,0,1910,2007,"98109",47.6398,-122.356,1240,3600 +"2421059125","20150414T000000",579950,4,2.5,2880,213444,"1",0,0,5,8,2140,740,1984,0,"98092",47.2887,-122.109,2810,213444 +"1250202990","20140611T000000",881000,5,3,2510,4125,"1.5",0,3,5,8,1590,920,1925,0,"98144",47.5968,-122.29,2190,5415 +"6914700165","20140804T000000",362500,3,1,960,5424,"1.5",0,0,3,6,960,0,1916,0,"98115",47.6997,-122.32,1550,5687 +"0920069052","20150421T000000",243950,2,1,1120,35500,"1",0,0,5,6,1120,0,1961,0,"98022",47.2411,-122.043,1680,66022 +"7853310590","20140529T000000",658000,4,2.75,3310,6166,"2",0,0,3,9,3310,0,2008,0,"98065",47.521,-121.877,3200,7027 +"1898600100","20141124T000000",218250,3,1.5,1080,9774,"1",0,0,3,7,1080,0,1968,0,"98023",47.3155,-122.401,1190,9611 +"5611500100","20140522T000000",655000,4,2.5,2860,12394,"2",0,0,3,10,2860,0,1999,0,"98075",47.5832,-122.026,3070,8515 +"1796370590","20150305T000000",255000,3,2,1490,7599,"1",0,0,3,7,1490,0,1990,0,"98042",47.3687,-122.088,1560,7710 +"7831800110","20150115T000000",215000,3,1,1210,7175,"1",0,0,3,7,1210,0,1918,0,"98106",47.5339,-122.356,1640,5850 +"4218400175","20150223T000000",1.265e+006,3,1.75,2240,5657,"1.5",0,2,4,8,1910,330,1941,0,"98105",47.6621,-122.27,2970,5657 +"5317100750","20140711T000000",2.92e+006,4,4.75,4575,24085,"2.5",0,2,5,10,3905,670,1926,0,"98112",47.6263,-122.284,3900,9687 +"3365900175","20150402T000000",424305,3,2.5,1600,5960,"2",0,2,5,8,1600,0,1910,0,"98168",47.4758,-122.265,1410,13056 +"7649900175","20140520T000000",494000,4,1.75,2090,4300,"1.5",0,0,4,7,1250,840,1925,0,"98136",47.5555,-122.397,1670,5000 +"8159600360","20140605T000000",560000,4,2.5,2260,3713,"2",0,0,3,9,2260,0,2003,0,"98034",47.7247,-122.165,2260,3713 +"9272202260","20140924T000000",130000,3,1,1200,7000,"2",0,0,1,7,1200,0,1908,0,"98116",47.5883,-122.384,3290,6000 +"2820069048","20150504T000000",468000,4,2.5,2480,176418,"1.5",0,3,5,8,2480,0,1927,0,"98022",47.1941,-122.038,1640,112384 +"6744700343","20141209T000000",480000,5,3,2240,15435,"1",0,1,5,7,1390,850,1952,0,"98155",47.7426,-122.288,2240,10750 +"0925049318","20140811T000000",475000,3,1.75,1550,4054,"1.5",0,0,4,7,1550,0,1926,0,"98115",47.6743,-122.301,1510,3889 +"6648700150","20150225T000000",285000,4,1.75,2130,8151,"1",0,0,4,7,1330,800,1967,0,"98031",47.3932,-122.201,1600,8587 +"0510001400","20140630T000000",765000,5,3,2870,5700,"1",0,0,3,7,1950,920,1964,0,"98103",47.6621,-122.33,1730,5529 +"7606200090","20150327T000000",208000,2,1,1160,5750,"1",0,0,4,6,1160,0,1924,0,"98065",47.5322,-121.829,1160,8250 +"8562890590","20141003T000000",372000,3,2.5,2430,5000,"2",0,0,3,8,2430,0,2001,0,"98042",47.3786,-122.127,2910,5620 +"0441000115","20141209T000000",470000,2,1,900,5512,"1",0,0,3,7,900,0,1947,0,"98115",47.6877,-122.289,1270,5512 +"3876200330","20140626T000000",451000,5,2.75,2830,8925,"1.5",0,0,3,7,2830,0,1967,0,"98034",47.731,-122.179,1700,8539 +"1508210100","20140827T000000",442200,4,1.75,1620,8132,"1",0,0,3,8,1620,0,1974,0,"98052",47.6788,-122.11,1920,8400 +"2944500330","20140825T000000",330000,4,2.5,2510,8580,"2",0,0,4,8,2510,0,1991,2012,"98023",47.295,-122.37,2290,7809 +"4302200625","20140924T000000",335000,3,1.75,1790,5120,"1",0,0,4,6,940,850,1949,0,"98106",47.5277,-122.355,1160,5120 +"2722049246","20141114T000000",280000,3,2,1640,13249,"1",0,0,3,7,1640,0,1995,0,"98032",47.3589,-122.281,1640,9240 +"0142000175","20140822T000000",625000,3,1.75,2240,6050,"1",0,0,4,8,1250,990,1950,0,"98116",47.5658,-122.4,1720,6050 +"9558041130","20140903T000000",345000,3,2.5,1870,3584,"2",0,0,3,8,1870,0,2003,0,"98058",47.4521,-122.121,1900,3920 +"5112800210","20141024T000000",255950,4,1,1500,11050,"1",0,0,5,7,1500,0,1964,0,"98058",47.4509,-122.088,1970,20800 +"2461900850","20150105T000000",570000,4,1,1490,6000,"1.5",0,0,3,7,1490,0,1918,0,"98136",47.5518,-122.385,1700,6000 +"0647100096","20150331T000000",685000,3,1.5,2230,8558,"2",0,0,3,8,2230,0,1960,0,"98040",47.5833,-122.219,2200,8558 +"2787311110","20140902T000000",273148,3,1.75,1710,7210,"1",0,0,4,7,1240,470,1974,0,"98031",47.4094,-122.175,1840,7245 +"1545801500","20140625T000000",246500,3,2.5,1620,7686,"2",0,0,3,7,1620,0,1989,0,"98038",47.3613,-122.053,1370,7686 +"3811300110","20150406T000000",349950,5,2.5,2250,7176,"1",0,0,3,7,1310,940,1983,0,"98055",47.4486,-122.194,1550,9081 +"7519001321","20150210T000000",545000,4,2,1700,2350,"1",0,0,3,6,850,850,1926,2014,"98117",47.6865,-122.366,1600,4160 +"8641500252","20150227T000000",403000,3,2.5,1502,1400,"3",0,0,3,7,1502,0,2005,0,"98115",47.6951,-122.305,1377,1466 +"8562891240","20150211T000000",299950,4,2.5,1900,4054,"2",0,0,3,7,1900,0,2003,0,"98042",47.3767,-122.124,2520,4085 +"8644210110","20150501T000000",792000,3,2.5,3320,12840,"1",0,0,3,10,2600,720,1990,0,"98075",47.5783,-121.994,3230,14933 +"8024202380","20141002T000000",418000,5,2.5,1980,10205,"1",0,0,4,7,1080,900,1929,0,"98115",47.699,-122.307,1310,5413 +"5006000035","20150427T000000",332500,4,1,1670,8102,"1.5",0,0,3,6,1670,0,1944,0,"98166",47.4692,-122.355,1310,7906 +"0421069081","20150127T000000",337000,3,2.5,2235,43560,"1",0,0,5,7,990,1245,1975,0,"98010",47.3326,-122.046,1460,29621 +"5053300015","20150121T000000",212000,2,1,1070,7386,"1",0,0,3,6,1070,0,1949,0,"98108",47.5434,-122.298,1330,6351 +"8857320120","20150310T000000",542000,2,2.25,1800,2819,"2",0,2,4,9,1800,0,1979,0,"98008",47.6104,-122.113,1800,2755 +"7852110690","20140522T000000",622500,4,2.5,2980,8107,"2",0,0,3,9,2980,0,2000,0,"98065",47.5389,-121.876,2750,7760 +"6084600330","20140829T000000",260000,3,1.75,1670,8511,"1",0,0,3,7,1340,330,1985,0,"98001",47.3257,-122.276,1580,7218 +"5561000330","20150505T000000",525000,3,1.75,2620,38350,"1",0,0,4,8,1320,1300,1977,0,"98027",47.4619,-121.991,2170,36962 +"2225059273","20141114T000000",975000,5,3.5,5470,35071,"2",0,0,3,11,4590,880,1976,0,"98005",47.6368,-122.159,3600,35074 +"1370803445","20140909T000000",1.14e+006,4,1.75,3080,6500,"1",0,0,4,9,1700,1380,1941,0,"98199",47.6353,-122.402,2960,5711 +"1236300268","20150303T000000",500000,3,1,940,10360,"1",0,0,4,7,940,0,1964,0,"98033",47.688,-122.19,2019,10360 +"7752700110","20140618T000000",554000,5,2.25,1870,11411,"1",0,0,4,8,1170,700,1961,0,"98155",47.7445,-122.289,2420,10793 +"2781250230","20140605T000000",343000,4,2.5,2070,4500,"2",0,0,3,7,2070,0,2004,0,"98038",47.3497,-122.026,2760,5173 +"4027701055","20150424T000000",515000,2,1.75,950,15219,"1",0,0,3,8,950,0,2009,0,"98028",47.7723,-122.262,1560,12416 +"2755200040","20140712T000000",492000,2,1,1290,6272,"1",0,0,4,6,890,400,1922,0,"98115",47.6777,-122.305,1260,5376 +"2193320450","20150213T000000",655000,4,3,2570,8022,"1",0,0,4,8,1370,1200,1984,0,"98052",47.6956,-122.099,2090,8022 +"2895550330","20150506T000000",290000,3,2.5,1600,6848,"2",0,0,3,7,1600,0,2000,0,"98001",47.3303,-122.271,1700,7210 +"8712100790","20140701T000000",952500,4,1.5,2550,5055,"2",0,0,4,10,2550,0,1910,0,"98112",47.636,-122.301,1970,4431 +"7883603700","20140822T000000",235000,2,1,1010,7500,"1",0,0,3,7,1010,0,1941,0,"98108",47.5283,-122.32,1220,6000 +"3438502731","20150401T000000",323000,3,1.5,1720,7110,"1",0,0,3,8,1720,0,1955,0,"98106",47.5417,-122.355,1730,6840 +"2025049161","20140506T000000",1.05e+006,3,2.5,2200,1970,"2",0,0,3,9,1610,590,2008,0,"98102",47.6426,-122.327,1890,3505 +"1222029077","20141029T000000",265000,0,0.75,384,213444,"1",0,0,3,4,384,0,2003,0,"98070",47.4177,-122.491,1920,224341 +"5706500385","20150129T000000",200000,2,1,1400,9600,"1.5",0,0,4,6,1400,0,1941,0,"98022",47.2113,-121.993,1230,9600 +"4024101254","20141204T000000",419995,3,2.25,1830,7500,"1",0,0,4,7,1330,500,1968,0,"98155",47.7574,-122.31,1830,8720 +"7923250090","20150310T000000",1.5e+006,3,3,3110,9015,"1",0,4,4,10,1590,1520,1980,0,"98033",47.6624,-122.202,3150,11447 +"6675500082","20140812T000000",455000,3,2.5,1600,7829,"2",0,0,3,7,1600,0,1987,0,"98034",47.7288,-122.227,1580,9104 +"4046710180","20150325T000000",660000,3,3.5,3600,37982,"2",0,0,4,8,3600,0,1996,0,"98014",47.6982,-121.917,2050,18019 +"1771000760","20140513T000000",319000,3,1,1390,12823,"1",0,0,4,7,1390,0,1968,0,"98077",47.7438,-122.075,1390,10095 +"3421069044","20141223T000000",390000,3,1.75,2092,250905,"1",0,0,3,7,2092,0,1981,0,"98022",47.2664,-122.027,2092,217800 +"6600000330","20140627T000000",718500,3,1.5,1200,6240,"1",0,0,3,8,1030,170,1952,0,"98112",47.6222,-122.287,2810,6240 +"2041000025","20141203T000000",474000,2,1,1090,3160,"1",0,0,3,7,840,250,1926,0,"98109",47.6385,-122.344,1070,3160 +"2215500230","20140825T000000",615750,4,2,2140,6360,"2",0,0,3,7,1840,300,1945,0,"98115",47.687,-122.286,1690,6360 +"6639900176","20141114T000000",551000,3,2.5,2010,17362,"2",0,0,3,8,2010,0,1994,0,"98033",47.6904,-122.176,1920,7200 +"0104510180","20150211T000000",230000,3,2.25,1500,7210,"1",0,0,3,7,1150,350,1984,0,"98023",47.3124,-122.352,1500,7210 +"7202360760","20140711T000000",790000,4,2.5,3500,9198,"2",0,0,3,9,3500,0,2004,0,"98053",47.6785,-122.025,3990,8598 +"3879901285","20150326T000000",1.23e+006,3,2.5,2660,1967,"3",0,3,3,9,1870,790,2007,0,"98119",47.6264,-122.363,1640,1369 +"1559900110","20141223T000000",325000,3,2.25,1440,6443,"2",0,0,3,7,1440,0,1995,0,"98019",47.7471,-121.979,1700,6749 +"7202260040","20140801T000000",705000,4,2.75,2780,6207,"2",0,0,3,8,2780,0,2001,0,"98053",47.6867,-122.038,2660,5592 +"7334600730","20141211T000000",259000,4,1.75,1580,8856,"2",0,0,3,7,1580,0,1979,0,"98045",47.4694,-121.745,1390,9490 +"1723049419","20141204T000000",306000,3,1.5,1250,8700,"1",0,0,4,7,1250,0,1959,0,"98168",47.4744,-122.328,1300,8700 +"3438501081","20141215T000000",315000,3,1,970,6828,"1",0,0,3,6,970,0,1928,0,"98106",47.5476,-122.36,1160,11666 +"2916200054","20150413T000000",392500,3,1,1100,7650,"1",0,0,3,7,1100,0,1952,0,"98133",47.7219,-122.354,1430,7650 +"3024059149","20141112T000000",1.065e+006,4,2.25,3240,12930,"2",0,0,4,9,2730,510,1968,0,"98040",47.5373,-122.22,2610,12884 +"1862400528","20140716T000000",350500,2,2.5,1290,1445,"3",0,0,3,8,1290,0,1999,0,"98117",47.6955,-122.376,1470,1503 +"6329000385","20140618T000000",825000,4,3.5,3810,9792,"2",0,0,3,9,3810,0,1938,2013,"98146",47.5018,-122.38,1950,9792 +"7812800215","20140808T000000",235000,4,1,1500,6360,"1.5",0,0,3,6,1500,0,1944,0,"98178",47.4979,-122.24,1190,6360 +"2324079057","20150302T000000",650000,3,2,2660,257875,"1",0,2,4,8,1530,1130,1976,0,"98024",47.553,-121.887,1710,64033 +"1982201485","20140512T000000",675000,4,3,2400,3340,"1",0,0,4,7,1200,1200,1964,0,"98107",47.6646,-122.365,1520,3758 +"0740500040","20141001T000000",265000,4,1,1860,8505,"1",0,0,4,7,1860,0,1955,0,"98055",47.4406,-122.194,1560,8505 +"3025049052","20140812T000000",822500,2,1,1450,7098,"1",0,4,3,7,1450,0,1924,0,"98109",47.63,-122.349,2390,6098 +"5244801255","20150428T000000",705000,3,2.75,2260,4000,"2",0,0,4,8,1540,720,1956,0,"98109",47.6435,-122.353,2120,4000 +"2397101606","20141208T000000",2.63e+006,6,4.75,5540,7200,"2.5",0,2,4,11,3950,1590,1909,0,"98119",47.6361,-122.366,2930,7200 +"7234601445","20140623T000000",685000,2,1.5,1300,1676,"1",0,2,3,7,1300,0,1943,0,"98122",47.6133,-122.308,1260,1740 +"3693901105","20141020T000000",630000,4,2,1610,5000,"2",0,0,5,7,1610,0,1946,0,"98117",47.6775,-122.398,1300,4950 +"3124059006","20140508T000000",1.25e+006,4,3.25,3820,24166,"2",0,1,4,11,3310,510,1990,0,"98040",47.5263,-122.227,2900,18786 +"2523039310","20150112T000000",359000,4,2.5,1820,11325,"1",0,0,3,8,1390,430,1976,0,"98166",47.4574,-122.361,1990,10802 +"5469650040","20150316T000000",784500,4,5,5820,13906,"2",0,0,3,11,3750,2070,1993,0,"98042",47.3814,-122.164,2980,13000 +"5021900945","20140703T000000",850000,3,2,2470,8800,"2",0,0,3,9,2470,0,1961,2004,"98040",47.5753,-122.222,2340,10980 +"1152700220","20140903T000000",410000,3,2.5,3040,6054,"2",0,0,3,9,3040,0,2005,0,"98042",47.3508,-122.163,2650,6054 +"1423900220","20140709T000000",252000,4,1.75,1120,8250,"1",0,0,4,7,1120,0,1966,0,"98058",47.4555,-122.177,1330,7975 +"3425059066","20140812T000000",618000,5,1.75,1880,18295,"1",0,0,4,7,1880,0,1955,0,"98005",47.6059,-122.154,2180,20674 +"5347200165","20141002T000000",265000,3,1,1070,4800,"1",0,0,3,6,970,100,1947,0,"98126",47.5187,-122.377,1120,1198 +"5145100300","20140918T000000",465000,3,2,1560,8509,"1",0,0,3,8,790,770,1969,0,"98034",47.7261,-122.22,1410,7428 +"6141100395","20150204T000000",240000,2,1,870,6552,"1",0,0,3,6,870,0,1947,0,"98133",47.7188,-122.353,1500,6678 +"5153200506","20140731T000000",217000,3,1,1000,12000,"1",0,0,3,7,1000,0,1959,0,"98023",47.3321,-122.346,1490,14940 +"9122000385","20140806T000000",415000,4,2.25,2520,4200,"1.5",0,0,4,7,1510,1010,1909,0,"98144",47.5814,-122.312,1460,4200 +"3279000120","20141222T000000",274000,2,2,1700,7992,"1",0,0,4,7,950,750,1980,0,"98023",47.3031,-122.385,1700,8030 +"3438503223","20150223T000000",420000,5,3,2150,6117,"1",0,0,3,7,1370,780,2003,0,"98106",47.538,-122.356,1990,6064 +"6788201240","20150318T000000",1.0625e+006,4,2.75,1590,6000,"1.5",0,0,4,8,1590,0,1925,0,"98112",47.6401,-122.299,1590,4000 +"4139900120","20140605T000000",1.415e+006,4,5.25,4670,43950,"2",0,0,3,12,4670,0,1989,0,"98006",47.5456,-122.126,4900,35000 +"1868900775","20140505T000000",618500,3,2,1800,5000,"1",0,0,4,7,1080,720,1942,0,"98115",47.6738,-122.297,1800,5000 +"0764000180","20150109T000000",295000,3,1.5,1670,10800,"1",0,0,4,8,1670,0,1956,0,"98022",47.2004,-122.003,1670,9169 +"3578400910","20150316T000000",400000,3,2,1010,12252,"1",0,0,3,8,1010,0,1980,0,"98074",47.6224,-122.045,1840,11497 +"5631500191","20150326T000000",595000,3,2.5,2550,6677,"2",0,0,3,8,2550,0,2002,0,"98028",47.7336,-122.232,1930,7217 +"6448000100","20140617T000000",1.728e+006,4,3,3700,20570,"1",0,0,4,10,1850,1850,1976,0,"98004",47.6212,-122.224,3080,17595 +"1545801340","20141231T000000",261000,3,1.75,1350,7686,"1",0,0,3,7,1350,0,1987,0,"98038",47.3617,-122.052,1370,7686 +"5244800915","20141016T000000",780000,5,2.5,1660,4000,"1.5",0,0,5,8,1660,0,1929,0,"98109",47.6452,-122.352,1210,4000 +"4217400590","20141118T000000",589000,3,1.5,1390,5040,"1",0,0,3,7,1090,300,1947,0,"98105",47.6611,-122.282,1910,4800 +"1683600110","20150305T000000",230000,3,1.75,1720,9125,"1",0,0,4,7,1140,580,1981,0,"98092",47.3173,-122.181,1120,7506 +"3630090110","20141018T000000",690000,4,3.5,2980,2147,"2.5",0,0,3,10,2490,490,2006,0,"98029",47.5463,-121.995,2880,2428 +"1785400210","20150129T000000",524000,4,2.25,2190,15491,"2",0,0,3,8,2190,0,1981,0,"98074",47.6299,-122.039,2090,15039 +"3319500317","20140522T000000",380000,2,2.5,1230,987,"2",0,0,3,7,1060,170,2011,0,"98144",47.6007,-122.305,1290,1328 +"2492200256","20141112T000000",357500,3,1,1000,4080,"1",0,0,4,7,740,260,1945,0,"98126",47.5351,-122.381,1480,4080 +"3797300110","20141027T000000",330000,3,2,2500,10697,"1",0,0,3,8,2500,0,1994,0,"98022",47.1927,-122.01,2560,9772 +"1870400615","20150309T000000",635000,5,1.75,2240,4750,"1",0,0,4,7,1120,1120,1920,0,"98115",47.6727,-122.293,1980,4750 +"8823901445","20150313T000000",934000,9,3,2820,4480,"2",0,0,3,7,1880,940,1918,0,"98105",47.6654,-122.307,2460,4400 +"3630000150","20150128T000000",358500,2,1.75,1400,865,"2",0,0,3,8,1110,290,2005,0,"98029",47.5478,-121.999,1380,1107 +"5727500301","20141006T000000",401000,3,1.5,1470,6867,"1",0,0,3,8,1470,0,1955,0,"98155",47.7495,-122.327,1470,6523 +"4167960330","20150109T000000",270000,3,2,1820,7750,"1",0,0,3,8,1820,0,1992,0,"98023",47.3169,-122.352,2080,8084 +"2484700155","20141014T000000",705000,4,2,2060,6000,"1",0,1,4,8,1370,690,1954,0,"98136",47.5237,-122.383,2060,6600 +"4046700300","20141030T000000",325000,3,2,1670,17071,"1",0,0,3,7,1100,570,1988,0,"98014",47.69,-121.913,1660,15593 +"4365200865","20140902T000000",384950,3,1,1540,7740,"1",0,0,4,7,1540,0,1909,0,"98126",47.522,-122.375,1220,7740 +"6713700205","20140715T000000",310000,3,1,1210,9730,"1",0,0,4,7,1210,0,1953,0,"98133",47.762,-122.355,1470,9730 +"0293800900","20141006T000000",829950,4,2.5,3430,42775,"2",0,0,3,10,3430,0,1992,0,"98077",47.765,-122.045,3190,36820 +"3375800220","20150330T000000",353000,3,2.5,2550,6021,"2",0,0,3,7,2550,0,2002,0,"98030",47.3828,-122.211,2080,6021 +"8898700820","20140707T000000",170500,2,1,1060,7700,"1",0,0,3,7,820,240,1981,0,"98055",47.4599,-122.205,1370,8833 +"2725069156","20140716T000000",885250,4,2.5,3670,49658,"2",0,0,3,10,3670,0,1999,0,"98074",47.6219,-122.015,3040,49658 +"8043700300","20140608T000000",2.7e+006,4,3.25,4420,7850,"2",1,4,3,11,3150,1270,2001,0,"98008",47.572,-122.102,2760,8525 +"2372800100","20140925T000000",245000,3,1.5,1550,9126,"1",0,0,5,7,1550,0,1957,0,"98022",47.2012,-122,1450,9282 +"7518501822","20141017T000000",469000,3,2.5,1190,1290,"3",0,0,3,8,1190,0,2008,0,"98107",47.6762,-122.378,1410,1923 +"1928300620","20140608T000000",455000,3,1,1300,3550,"1.5",0,0,3,7,1300,0,1927,0,"98105",47.6696,-122.32,1410,4080 +"1402950100","20141121T000000",305000,4,2.5,2430,5959,"2",0,0,3,8,2430,0,2002,0,"98092",47.3348,-122.19,2100,5414 +"2616800600","20140530T000000",840000,7,4.5,4290,37607,"1.5",0,0,5,10,4290,0,1982,0,"98027",47.4812,-122.033,2810,40510 +"2597530760","20140623T000000",905000,5,3.5,3500,10155,"2",0,0,3,10,2570,930,1996,0,"98006",47.5415,-122.133,2940,10753 +"7345200650","20141231T000000",219200,3,2,1680,7000,"1.5",0,0,4,7,1680,0,1968,0,"98002",47.2775,-122.203,1540,7480 +"0259800750","20150223T000000",455000,3,1.5,1250,8004,"1",0,0,3,7,1250,0,1965,0,"98008",47.6285,-122.117,1450,7931 +"0723049197","20140627T000000",195000,2,1,1020,8100,"1",0,0,3,6,1020,0,1940,0,"98168",47.4971,-122.334,1200,12500 +"2883200775","20141113T000000",799000,3,1,1510,4178,"2",0,0,3,8,1510,0,1902,1979,"98103",47.6849,-122.335,2140,4916 +"3995700245","20140627T000000",285000,2,1,910,8155,"1",0,0,4,6,910,0,1948,0,"98155",47.7399,-122.3,1240,8155 +"1775900220","20140922T000000",300000,3,1.5,1320,15053,"1",0,0,3,7,1320,0,1979,0,"98072",47.7405,-122.095,1250,13368 +"7999600180","20140529T000000",83000,2,1,900,8580,"1",0,0,3,5,900,0,1918,0,"98168",47.4727,-122.27,2060,6533 +"6145601745","20150414T000000",220000,2,1,890,4804,"1",0,0,4,7,890,0,1928,0,"98133",47.7027,-122.346,1010,3844 +"0818500100","20140603T000000",174500,2,2.5,1240,2689,"2",0,0,3,7,1240,0,1986,0,"98003",47.3236,-122.323,1430,3609 +"3904920730","20150427T000000",695000,4,2.5,2960,10760,"2",0,0,3,9,2960,0,1987,0,"98029",47.5677,-122.013,2480,9528 +"3211000040","20141204T000000",255000,3,1.5,1020,11410,"1",0,0,3,7,1020,0,1959,0,"98059",47.4811,-122.162,1290,8400 +"9557300040","20150225T000000",539000,5,2.25,2590,7245,"1",0,0,3,8,1510,1080,1973,0,"98008",47.6398,-122.111,1930,7245 +"7011201482","20150317T000000",552700,2,1,1100,2800,"1",0,0,3,7,1100,0,1925,0,"98119",47.6361,-122.371,1110,1673 +"5315100667","20140603T000000",571500,3,1,1300,6710,"1",0,0,4,6,1300,0,1952,0,"98040",47.5851,-122.242,1630,9946 +"8598900157","20150313T000000",263700,3,1,1200,6561,"1",0,0,3,6,1200,0,1950,1968,"98177",47.7763,-122.36,1340,9450 +"1346300150","20141020T000000",3.3e+006,8,4,7710,11750,"3.5",0,0,5,12,6090,1620,1904,0,"98112",47.6263,-122.314,4210,8325 +"9268710220","20140528T000000",186950,2,2,1390,1302,"2",0,0,3,7,1390,0,1986,0,"98003",47.3089,-122.33,1390,1302 +"2224079086","20141110T000000",520000,3,1.75,1430,53628,"2",0,0,3,8,1430,0,1985,0,"98024",47.5577,-121.891,2100,53628 +"1761600150","20140730T000000",358000,3,1.5,1250,7194,"1",0,0,4,7,1250,0,1969,0,"98034",47.7298,-122.231,1340,7242 +"2123049086","20140807T000000",210000,2,0.75,840,49658,"1",0,0,2,6,840,0,1948,0,"98168",47.4727,-122.292,1240,11000 +"4389201095","20150511T000000",3.65e+006,5,3.75,5020,8694,"2",0,1,3,12,3970,1050,2007,0,"98004",47.6146,-122.213,4190,11275 +"2802200100","20140811T000000",543000,4,2.25,2060,8767,"2",0,0,3,8,2060,0,1983,0,"98052",47.7228,-122.103,1610,8062 +"6706000040","20150423T000000",330000,4,2.25,2000,10679,"1",0,0,3,7,1350,650,1960,0,"98148",47.4238,-122.329,1650,8875 +"9828701690","20140806T000000",529000,3,2,1530,3400,"1",0,0,3,7,990,540,1907,2014,"98112",47.6204,-122.296,1880,4212 +"7891600165","20140627T000000",295000,1,1,700,2500,"1",0,0,4,7,700,0,1907,0,"98106",47.5662,-122.364,1340,5000 +"1238500978","20140922T000000",365000,3,1,950,8450,"1",0,0,3,7,950,0,1962,0,"98033",47.6884,-122.186,1610,10080 +"8673400141","20141015T000000",473000,3,3,1380,1081,"3",0,0,3,8,1380,0,2005,0,"98107",47.6692,-122.39,1390,1140 +"9421500150","20140623T000000",403500,3,1,1830,8004,"1",0,0,3,8,1200,630,1960,0,"98125",47.7259,-122.297,1860,7971 +"0148000035","20140602T000000",544000,3,1.5,1790,8203,"1.5",0,1,3,7,1790,0,1910,0,"98116",47.5768,-122.403,1960,6047 +"2436700395","20141023T000000",621000,3,1,1340,4000,"1.5",0,0,4,7,1340,0,1927,0,"98105",47.6652,-122.288,1510,4000 +"8010100040","20140801T000000",672600,3,2.25,1520,5750,"2",0,0,3,8,1400,120,1908,2006,"98116",47.5787,-122.388,1420,5650 +"1193000220","20150407T000000",689800,2,1.75,1370,3125,"1",0,0,3,7,1090,280,1950,0,"98199",47.6492,-122.391,1730,5966 +"8827901415","20150507T000000",613000,3,1.5,1470,4480,"1",0,0,4,7,1130,340,1918,0,"98105",47.6693,-122.291,2120,4480 +"7732410220","20140701T000000",808000,4,2.25,2500,8866,"2",0,0,4,9,2500,0,1987,0,"98007",47.6604,-122.146,2630,8847 +"0415100015","20140725T000000",301000,3,1,1060,9241,"1",0,0,4,7,1060,0,1956,0,"98133",47.7465,-122.339,1900,6484 +"2130400150","20140925T000000",340000,3,1.75,1210,9635,"1",0,0,4,7,1210,0,1987,0,"98019",47.7382,-121.98,1550,10707 +"1555200590","20141223T000000",206000,3,1,920,8400,"1",0,0,3,7,920,0,1963,0,"98032",47.3771,-122.287,1260,8400 +"2174503500","20141103T000000",550000,3,1.5,1340,6000,"1",0,0,4,7,1340,0,1960,0,"98040",47.5866,-122.25,1590,9000 +"6371500120","20141224T000000",325000,2,1,960,4800,"1.5",0,0,2,6,960,0,1912,0,"98116",47.5752,-122.411,1440,4800 +"3904900610","20141012T000000",475000,3,2.5,1630,7586,"2",0,0,3,8,1630,0,1986,0,"98029",47.5689,-122.023,2090,7330 +"9527000490","20140730T000000",432100,3,1.75,1840,7350,"1",0,0,3,8,1310,530,1976,0,"98034",47.7089,-122.23,1860,7000 +"2457200120","20150303T000000",359000,3,2,3085,7280,"1",0,0,4,7,1560,1525,1959,0,"98056",47.4956,-122.181,1480,7900 +"3501600100","20150105T000000",490000,3,1,920,4800,"1",0,0,4,6,780,140,1926,0,"98117",47.6937,-122.362,1370,4800 +"1245001295","20140522T000000",648360,4,1.75,2260,7005,"1",0,1,4,7,1130,1130,1947,0,"98033",47.6895,-122.207,2330,9180 +"9536601295","20141007T000000",340000,3,1.75,1730,11986,"1",0,3,5,6,1730,0,1918,0,"98198",47.3595,-122.323,2490,9264 +"2205700180","20150403T000000",545000,3,2,1610,8069,"1",0,0,5,7,1090,520,1955,0,"98006",47.5754,-122.15,1510,8803 +"0623049232","20140715T000000",115000,2,0.75,550,7980,"1",0,0,3,5,550,0,1952,0,"98146",47.511,-122.348,1330,7980 +"9413600100","20150219T000000",705640,3,2.25,2400,12350,"1",0,0,4,8,1420,980,1968,0,"98033",47.6533,-122.192,2615,12043 +"6064800410","20140730T000000",300000,3,2.25,1960,1585,"2",0,0,3,7,1750,210,2003,0,"98118",47.5414,-122.288,1760,1958 +"8964800975","20140731T000000",1.65e+006,4,2.75,3190,14904,"1",0,3,4,9,1940,1250,1949,1992,"98004",47.6178,-122.214,2600,11195 +"4473400155","20150417T000000",1.1375e+006,4,3.5,3160,4200,"2",0,4,3,8,2180,980,1999,0,"98144",47.5963,-122.292,2180,5200 +"7657000210","20140818T000000",280000,3,1.75,1550,7410,"1.5",0,0,5,7,1550,0,1944,0,"98178",47.4951,-122.237,1250,7467 +"8732040180","20141219T000000",245000,4,1.75,1930,7650,"1",0,0,4,8,1280,650,1981,0,"98023",47.3078,-122.386,1860,8800 +"9547202950","20141030T000000",564000,4,1,1170,4590,"1.5",0,0,4,7,1170,0,1925,0,"98115",47.6804,-122.311,1430,4080 +"1370802770","20140919T000000",849000,3,1.75,2520,4534,"1",0,0,5,9,1460,1060,1954,0,"98199",47.6381,-122.401,1870,5023 +"3885803465","20150409T000000",698000,3,1.75,1220,7447,"1",0,0,4,7,1220,0,1964,0,"98033",47.6886,-122.211,1340,7200 +"2896610210","20140925T000000",319000,3,1,960,8556,"1",0,0,3,7,960,0,1971,0,"98034",47.7245,-122.22,1320,7528 +"3760500455","20150224T000000",1.45e+006,3,3.5,4110,15720,"1",0,1,3,10,2230,1880,2000,0,"98034",47.6996,-122.229,2500,15400 +"3324069541","20140710T000000",695000,4,3.5,3310,21050,"2",0,0,5,9,2400,910,1992,0,"98027",47.5197,-122.041,2260,23400 +"0003600072","20150330T000000",680000,4,2.75,2220,5310,"1",0,0,5,7,1170,1050,1951,0,"98144",47.5801,-122.294,1540,4200 +"2722049218","20141027T000000",287500,4,2.25,2250,12000,"2",0,0,3,8,2250,0,1985,0,"98032",47.3715,-122.274,2140,11871 +"1225039052","20141112T000000",465000,3,3.25,1510,1850,"2",0,2,3,8,1230,280,2001,0,"98107",47.6683,-122.362,1540,1840 +"8807810090","20140925T000000",335000,3,1,1350,14212,"1",0,0,4,6,1350,0,1981,0,"98053",47.6606,-122.06,1520,14404 +"9508850120","20140627T000000",602000,4,1.75,2420,37800,"1",0,0,4,8,1880,540,1981,0,"98053",47.6688,-122.024,2780,35532 +"5126300650","20150225T000000",482000,3,2.5,2950,6545,"2",0,0,3,8,2950,0,2003,0,"98059",47.4828,-122.139,2400,6550 +"6303400965","20140909T000000",220000,5,1,1260,8382,"1.5",0,0,3,7,1260,0,1918,0,"98146",47.5058,-122.355,910,8382 +"7116500925","20140520T000000",206000,4,2,1700,6025,"1",0,0,3,6,1700,0,1978,0,"98002",47.3029,-122.221,1320,5956 +"9241900115","20150324T000000",1.1e+006,4,3,3320,5760,"2",0,0,3,9,2120,1200,1954,2007,"98199",47.6474,-122.389,2400,6144 +"7202330410","20150320T000000",491150,3,2.5,1470,3971,"2",0,0,3,7,1470,0,2003,0,"98053",47.6816,-122.035,1650,3148 +"5151600300","20140812T000000",390000,4,2.75,2500,12848,"1",0,1,3,8,2120,380,1975,0,"98003",47.3364,-122.321,2370,12497 +"1332200100","20150507T000000",393000,4,2.5,2641,8091,"2",0,0,3,7,2641,0,1998,0,"98031",47.4043,-122.213,2641,8535 +"1939130730","20140717T000000",635000,4,2,2260,8457,"2",0,0,3,9,2260,0,1992,0,"98074",47.6251,-122.03,2410,7713 +"0472000015","20140516T000000",490000,2,1,1160,5000,"1",0,0,4,8,1160,0,1937,0,"98117",47.6865,-122.399,1750,5000 +"3667500015","20140925T000000",770000,4,3.5,3680,2242,"2.5",0,0,3,9,2670,1010,1930,2007,"98112",47.6192,-122.307,1350,1288 +"6430000945","20141204T000000",665000,2,2,1615,4590,"1.5",0,0,5,8,1615,0,1906,0,"98103",47.6886,-122.348,1470,4590 +"0322059161","20141001T000000",287000,3,1,1250,26862,"1",0,0,3,7,1250,0,1965,0,"98058",47.426,-122.154,1530,24463 +"7905200205","20141021T000000",410000,3,1,1230,7020,"1",0,0,3,7,1090,140,1924,0,"98116",47.5719,-122.39,1390,5850 +"1772600665","20150225T000000",562000,3,2,2510,5200,"1",0,0,5,8,1470,1040,1925,0,"98106",47.5631,-122.366,990,5400 +"0203101530","20140530T000000",475000,2,2,1540,54450,"2",0,0,3,7,1540,0,1983,0,"98053",47.638,-121.953,2280,29918 +"0820000018","20141014T000000",387500,3,3.25,1860,2218,"3",0,0,3,8,1860,0,2001,0,"98125",47.7185,-122.313,1860,2218 +"1560800110","20140617T000000",580000,5,2,2700,10875,"1",0,0,4,7,1540,1160,1962,0,"98007",47.6163,-122.138,2040,7464 +"2869200110","20140621T000000",930000,3,2.5,3290,6830,"2",0,0,3,10,3290,0,2000,0,"98052",47.6702,-122.142,3200,6227 +"6151800300","20150213T000000",625000,3,1.75,2700,18893,"1",0,0,4,7,2110,590,1948,1983,"98010",47.3397,-122.048,2260,17494 +"4475000180","20141203T000000",325000,3,2,1570,5600,"1",0,0,3,8,1570,0,1999,0,"98058",47.4286,-122.185,2010,5600 +"3223059206","20140627T000000",235000,3,1.75,1950,8712,"1",0,0,3,7,1950,0,1960,0,"98055",47.4391,-122.189,1820,11520 +"5102400025","20140625T000000",450000,2,1,1380,4390,"1",0,0,4,8,880,500,1931,0,"98115",47.6947,-122.323,1390,5234 +"0194000145","20150312T000000",745000,4,2.75,2410,5650,"1.5",0,0,5,8,2070,340,1909,0,"98116",47.5651,-122.391,1960,5650 +"5560000540","20140723T000000",223000,4,2,1200,8470,"1",0,0,4,7,1200,0,1961,0,"98023",47.3262,-122.338,1110,8400 +"3326049077","20140728T000000",630000,4,1.75,1770,12278,"1",0,0,3,7,1350,420,1937,0,"98115",47.7004,-122.295,1670,9336 +"3126049517","20140508T000000",413450,3,2.5,1540,1614,"3",0,0,3,8,1470,70,2008,0,"98103",47.6961,-122.341,1540,1418 +"2568200740","20140811T000000",720000,5,2.75,2860,5379,"2",0,0,3,9,2860,0,2005,0,"98052",47.7082,-122.104,2980,6018 +"2622059138","20150416T000000",339000,3,1.5,1740,21980,"1",0,0,4,7,1740,0,1973,0,"98042",47.3644,-122.132,1400,16100 +"6738700205","20150505T000000",1.1155e+006,4,3.5,2830,4000,"1.5",0,0,3,7,1840,990,1919,2014,"98144",47.5842,-122.292,2340,4000 +"1778350150","20140811T000000",839000,5,4,4280,11307,"2",0,0,3,10,2710,1570,1996,0,"98027",47.5503,-122.081,3080,11307 +"6613000930","20140902T000000",2.95e+006,4,3.25,3890,25470,"2",1,3,5,10,3030,860,1923,0,"98105",47.6608,-122.269,4140,19281 +"0324069058","20140530T000000",568000,4,2,2340,50233,"1",0,0,4,7,1170,1170,1966,0,"98075",47.5905,-122.022,2470,62290 +"4345300180","20150406T000000",269000,3,2,1410,10577,"1",0,0,3,7,1410,0,1994,0,"98030",47.3642,-122.187,1660,6757 +"7525100590","20150406T000000",382000,2,2,1350,2560,"1",0,0,4,8,1350,0,1974,0,"98052",47.6338,-122.106,1800,2560 +"0955000453","20150413T000000",574000,2,2.25,1100,1114,"2",0,0,3,8,900,200,2009,0,"98122",47.6199,-122.304,1230,1800 +"7852150720","20140922T000000",405000,3,2.5,2070,4697,"2",0,0,3,7,2070,0,2002,0,"98065",47.5307,-121.875,2230,4437 +"9545220100","20140728T000000",572000,3,2.5,2360,9938,"1",0,0,3,8,1690,670,1987,0,"98027",47.5374,-122.053,2280,9626 +"7504000230","20141205T000000",675000,4,2.25,2760,12100,"2",0,0,4,9,2760,0,1976,0,"98074",47.6285,-122.058,2850,12410 +"7657000540","20140902T000000",165000,4,1,1220,7980,"1.5",0,0,3,6,1220,0,1944,0,"98178",47.4924,-122.237,1210,7920 +"7657000540","20150304T000000",260000,4,1,1220,7980,"1.5",0,0,3,6,1220,0,1944,0,"98178",47.4924,-122.237,1210,7920 +"7893203770","20150304T000000",196000,3,1,1220,6719,"1",0,0,3,6,1220,0,1953,0,"98198",47.4187,-122.329,1580,7200 +"8035350120","20150224T000000",515000,3,2.5,3020,12184,"2",0,0,3,8,3020,0,2003,0,"98019",47.744,-121.976,2980,10029 +"8820902350","20141203T000000",810000,4,3.5,3470,7396,"2",0,3,3,8,2520,950,1979,0,"98125",47.7146,-122.279,2360,10541 +"5089700300","20150311T000000",365650,4,2.25,2380,7700,"2",0,0,4,8,2380,0,1977,0,"98055",47.4391,-122.194,2100,7700 +"7234601541","20140728T000000",651000,3,3,2260,1834,"2",0,0,3,8,1660,600,2002,0,"98122",47.6111,-122.308,2260,1834 +"7972603931","20141009T000000",240000,2,1,720,6345,"1",0,0,3,6,720,0,1943,0,"98106",47.5201,-122.35,720,6345 +"0318390180","20141029T000000",299000,3,2,1730,6007,"1",0,0,3,8,1730,0,2004,0,"98030",47.3573,-122.2,2000,6245 +"2597520900","20140804T000000",768000,3,2.5,2660,10928,"2",0,0,3,9,1830,830,1988,0,"98006",47.5442,-122.141,2800,10025 +"5652600556","20141028T000000",397380,2,1,1030,5072,"1",0,0,3,6,1030,0,1924,1958,"98115",47.6962,-122.294,1220,6781 +"8935100100","20140701T000000",476000,4,3,2890,6885,"1",0,0,3,7,1590,1300,1945,2015,"98115",47.6763,-122.282,2180,6885 +"4154301371","20150106T000000",315000,3,1,890,5200,"1",0,0,3,7,890,0,1957,0,"98118",47.559,-122.277,1420,6000 +"1105000787","20140926T000000",240000,3,2.25,1410,7290,"1",0,0,3,7,940,470,1980,0,"98118",47.5396,-122.274,1550,7375 +"2492201005","20140708T000000",325000,2,1,810,4080,"1",0,0,4,6,810,0,1941,0,"98126",47.5337,-122.379,1400,4080 +"9265410090","20141008T000000",160000,3,1.75,1370,8006,"2",0,0,3,7,1370,0,1990,0,"98001",47.258,-122.252,1530,8006 +"2619950740","20150109T000000",435000,3,2.5,2260,5100,"2",0,0,3,8,2260,0,2007,0,"98019",47.7341,-121.968,2260,5100 +"9412200330","20150410T000000",427500,3,1.75,1430,16200,"1",0,0,4,7,1430,0,1967,0,"98027",47.5223,-122.043,1690,13125 +"1079450410","20150417T000000",450000,5,2.5,2510,10240,"1",0,0,4,8,1410,1100,1984,0,"98059",47.4732,-122.141,2170,10500 +"9238900850","20140919T000000",688000,3,1.5,1760,4880,"1.5",0,3,3,8,1290,470,1928,0,"98136",47.5334,-122.388,1840,4998 +"2112701165","20150408T000000",285000,4,1,1430,3600,"1",0,0,3,6,980,450,1947,0,"98106",47.5343,-122.355,1170,4000 +"2767604067","20140820T000000",530000,3,3.25,1510,1125,"3",0,0,3,8,1510,0,2006,0,"98107",47.6711,-122.39,1390,1174 +"0522049122","20150402T000000",195000,4,1.75,1320,7694,"1",0,0,3,7,1320,0,1928,1972,"98148",47.4297,-122.325,1620,8468 +"8857600360","20140828T000000",250200,3,1.5,1180,7384,"1",0,0,5,7,1180,0,1959,0,"98032",47.3838,-122.287,1150,7455 +"4389200761","20150128T000000",1.1e+006,3,2.25,1560,8570,"1",0,0,5,7,1080,480,1977,0,"98004",47.6155,-122.21,2660,9621 +"6421000330","20141112T000000",732500,3,2.5,2470,10321,"2",0,0,3,9,2470,0,1988,0,"98052",47.6694,-122.141,2450,8440 +"2154900040","20141030T000000",194250,3,2.25,2190,8834,"1",0,0,3,7,1390,800,1987,0,"98001",47.2633,-122.244,1490,8766 +"0259801030","20150309T000000",526000,4,2,1610,8000,"1",0,0,3,7,1190,420,1966,0,"98008",47.6301,-122.118,1560,7896 +"0326049038","20150504T000000",520000,4,2.75,2700,9882,"2",0,0,3,7,2700,0,1958,1989,"98155",47.7671,-122.291,2250,10797 +"6384500590","20141113T000000",526000,3,1.75,1530,6125,"1",0,0,3,7,1120,410,1958,0,"98116",47.5687,-122.397,1360,6125 +"3023069166","20140708T000000",1.13525e+006,5,4,7320,217800,"2",0,0,3,11,7320,0,1992,0,"98058",47.4473,-122.086,3270,34500 +"3826000735","20140626T000000",202000,2,1,920,7569,"1",0,0,4,6,920,0,1950,0,"98168",47.4951,-122.302,1280,7627 +"7852110740","20141112T000000",645500,4,2.5,2990,8622,"2",0,0,3,9,2990,0,2000,0,"98065",47.5394,-121.875,2980,8622 +"3222049087","20150422T000000",570000,1,1,720,7540,"1",1,4,4,6,720,0,1905,0,"98198",47.3509,-122.323,1120,9736 +"0726049131","20150320T000000",325000,3,2,1750,9000,"1.5",0,0,4,5,1750,0,1936,0,"98133",47.7489,-122.35,1830,8100 +"9424400110","20141216T000000",725000,2,1,2410,5930,"2",0,0,3,9,1930,480,2007,0,"98116",47.5657,-122.395,1540,5892 +"0193300120","20141126T000000",192000,3,1.75,1240,10361,"1",0,0,3,6,1240,0,1987,0,"98042",47.37,-122.151,1240,8834 +"1245001751","20140709T000000",560000,2,1,1010,9219,"1",0,0,4,7,1010,0,1960,0,"98033",47.6886,-122.202,1610,9219 +"1386800054","20141201T000000",283450,5,2.75,2770,6116,"1",0,0,3,7,1490,1280,1979,0,"98168",47.4847,-122.291,1920,6486 +"6814600150","20140905T000000",863000,4,1.75,2800,5400,"1",0,0,3,9,1400,1400,1924,2006,"98115",47.6803,-122.313,1490,5400 +"9828200790","20141028T000000",815000,4,2,1400,4800,"2",0,0,3,7,1400,0,1986,0,"98122",47.6168,-122.298,1620,2595 +"9476200650","20150416T000000",245000,2,1,1020,7679,"1",0,0,5,6,1020,0,1942,0,"98056",47.4915,-122.188,1280,6497 +"9533600100","20141208T000000",1.315e+006,4,3,2860,10292,"1",0,0,4,8,2860,0,1953,1999,"98004",47.6286,-122.206,1840,10273 +"4139430410","20141107T000000",1.156e+006,4,3.5,4270,12305,"2",0,2,3,10,4270,0,1994,0,"98006",47.5489,-122.118,4190,13137 +"7852030330","20140903T000000",480000,3,2.5,2270,4488,"2",0,0,3,7,2270,0,1999,0,"98065",47.5329,-121.879,2360,4427 +"7202270930","20140606T000000",600000,4,2.5,2560,5593,"2",0,0,3,7,2560,0,2001,0,"98053",47.6886,-122.037,2800,5890 +"0223039254","20140624T000000",329950,2,1,900,5220,"1",0,0,4,6,900,0,1956,0,"98146",47.5105,-122.387,1480,6660 +"7843500090","20140822T000000",299500,4,2.5,2010,12085,"2",0,0,3,8,2010,0,1986,0,"98042",47.3406,-122.057,1910,12133 +"2491200330","20140918T000000",460000,3,2.5,1690,5131,"1",0,0,3,7,1690,0,1941,1998,"98126",47.5234,-122.38,860,5137 +"8113101582","20150415T000000",515000,5,3.5,2310,5249,"2",0,0,3,8,1560,750,2000,0,"98118",47.5463,-122.272,1900,7296 +"0993002225","20140623T000000",405000,3,2.25,1520,1245,"3",0,0,3,8,1520,0,2004,0,"98103",47.6907,-122.34,1520,1470 +"9530100921","20141027T000000",483000,4,1.5,1220,3780,"1.5",0,0,3,7,1220,0,1927,0,"98107",47.6667,-122.36,1400,3185 +"3235390100","20150203T000000",377000,4,2.5,2170,11511,"2",0,0,3,8,2170,0,1992,0,"98031",47.3886,-122.188,1900,8961 +"5122400025","20140708T000000",568000,4,1.75,2790,17476,"1",0,2,3,7,1450,1340,1956,0,"98166",47.4556,-122.369,2790,16401 +"9297300750","20141105T000000",355000,2,1.75,1760,4600,"1",0,0,4,7,850,910,1926,0,"98126",47.5654,-122.372,1150,4800 +"3856900590","20140806T000000",640000,4,1.75,2100,3000,"1.5",0,0,4,7,1500,600,1911,0,"98103",47.6721,-122.329,1690,4000 +"4024700100","20150121T000000",270000,4,1,1430,5909,"1",0,0,3,6,1070,360,1947,0,"98155",47.7623,-122.313,1460,8433 +"0114100131","20150114T000000",559950,5,3.5,2450,8193,"2",0,0,3,9,2450,0,2005,0,"98028",47.7721,-122.241,2310,8193 +"2296700330","20141014T000000",515000,4,3,1820,8261,"1",0,0,3,7,1420,400,1969,0,"98034",47.7197,-122.219,1920,7961 +"1995200215","20140826T000000",352000,4,1.75,1850,5712,"1",0,0,3,7,1850,0,1954,0,"98115",47.6966,-122.324,1510,6038 +"2287600035","20140625T000000",595888,3,1.75,1870,9000,"1",0,0,5,9,1870,0,1958,0,"98177",47.7203,-122.361,2030,8160 +"2923501130","20140722T000000",588000,4,2.25,2580,7344,"2",0,0,3,8,2580,0,1977,0,"98027",47.5647,-122.09,2390,7507 +"2485000076","20150122T000000",1.05e+006,4,3.25,3680,8580,"1",0,3,5,10,1840,1840,1959,0,"98136",47.5266,-122.387,2700,9100 +"9264921020","20140908T000000",260000,3,1.5,1750,7000,"2",0,0,3,8,1750,0,1983,0,"98023",47.3108,-122.346,1840,9305 +"5318100965","20150217T000000",1.6e+006,4,3.5,3890,3600,"2",0,0,3,9,2860,1030,2005,0,"98112",47.6342,-122.282,2460,6050 +"3501600215","20150414T000000",380000,2,1,1000,4800,"1",0,0,3,6,1000,0,1952,0,"98117",47.6926,-122.362,1000,4800 +"8682230610","20140602T000000",802000,2,2.5,2210,6327,"1",0,0,3,8,2210,0,2003,0,"98053",47.7114,-122.03,2170,6327 +"1337800665","20140811T000000",1.325e+006,4,3.25,2850,4800,"2.5",0,0,5,10,2700,150,1905,0,"98112",47.6292,-122.312,2850,4800 +"7960100220","20150416T000000",710000,4,2.75,2460,3600,"2",0,0,3,8,1640,820,1907,2007,"98122",47.6093,-122.297,1890,3600 +"1549500272","20140609T000000",600000,3,2.5,2630,77972,"2",0,0,3,9,2630,0,2004,0,"98019",47.745,-121.916,2250,75794 +"9547202380","20140902T000000",707900,3,1,1750,5355,"2",0,0,4,7,1750,0,1929,0,"98115",47.6792,-122.31,2240,4590 +"3518000180","20141120T000000",179950,2,1,1100,7323,"1",0,0,3,7,780,320,1982,0,"98023",47.2874,-122.37,1410,7227 +"6792100090","20140914T000000",683000,4,2.5,2620,10489,"2",0,0,3,9,2620,0,1990,0,"98052",47.6732,-122.143,2430,7701 +"5702330120","20140603T000000",222400,3,2,1200,9566,"1",0,0,3,7,1200,0,1995,0,"98001",47.2649,-122.252,1590,9518 +"1189000910","20140708T000000",517000,2,1.5,1920,3408,"1",0,0,4,7,960,960,1912,0,"98122",47.6118,-122.299,1130,3408 +"6204200590","20141029T000000",410000,3,2.75,1690,5763,"1",0,0,5,7,1180,510,1985,0,"98011",47.7336,-122.202,1560,7518 +"4443801340","20141006T000000",480000,3,1.75,1680,2552,"1",0,0,4,7,840,840,1952,0,"98117",47.6848,-122.391,1220,3880 +"2473370750","20150224T000000",430000,3,1.75,3440,10428,"1.5",0,0,5,8,3440,0,1974,0,"98058",47.449,-122.128,2160,8400 +"2644900109","20150427T000000",439950,5,1.75,2190,7500,"1",0,0,3,7,1290,900,1979,0,"98133",47.7766,-122.355,1790,8820 +"0293620220","20150421T000000",797500,4,2.5,3270,8223,"2",0,0,3,10,3270,0,1998,0,"98075",47.6018,-122.073,3460,8872 +"2624049115","20140710T000000",379000,4,1.5,1280,5460,"1.5",0,0,5,7,1080,200,1920,0,"98118",47.5348,-122.268,1470,5934 +"7942600910","20141216T000000",575000,1,1,1310,8667,"1.5",0,0,1,6,1310,0,1918,0,"98122",47.6059,-122.313,1130,4800 +"0643000110","20150325T000000",247500,3,1,1660,11060,"1",0,0,4,7,1110,550,1962,0,"98003",47.3311,-122.326,1890,11060 +"9485951460","20140623T000000",385000,4,2.75,2700,37011,"2",0,0,3,9,2700,0,1984,0,"98042",47.3496,-122.088,2700,37457 +"6378500230","20140520T000000",423000,4,1.75,1940,6909,"1",0,0,4,7,970,970,1941,0,"98133",47.7108,-122.352,1460,6906 +"0430000175","20141215T000000",550000,3,1.75,1520,5618,"1",0,0,3,7,1170,350,1953,0,"98115",47.68,-122.284,1550,5618 +"1493300115","20140910T000000",415000,4,1,1620,4329,"1.5",0,0,3,7,1620,0,1927,0,"98116",47.5728,-122.388,1220,5520 +"2024059059","20141010T000000",693000,3,2.25,2090,45535,"1",0,2,5,8,1280,810,1952,0,"98006",47.5538,-122.191,3090,12889 +"2922701085","20150327T000000",543000,2,1,1070,4700,"1",0,0,5,7,1070,0,1910,0,"98117",47.6887,-122.368,1370,4700 +"4058801780","20150327T000000",465000,5,1.75,2000,10246,"1",0,2,3,7,1200,800,1953,0,"98178",47.5084,-122.246,2340,9030 +"2114700384","20150427T000000",280000,3,2.5,1020,2217,"2",0,0,3,7,720,300,2004,0,"98106",47.5343,-122.348,1060,1524 +"9829201020","20141118T000000",1.388e+006,3,1.25,2400,6653,"3",0,2,3,11,2400,0,1992,0,"98122",47.6019,-122.29,1910,6653 +"6918720100","20150130T000000",665000,6,3,2480,9720,"2",0,0,3,8,2480,0,1972,0,"98007",47.6127,-122.145,2480,9200 +"1450100330","20150312T000000",237950,3,1.75,1310,7314,"1",0,0,5,6,1310,0,1960,0,"98002",47.2888,-122.221,1010,7314 +"0518000040","20150102T000000",440000,4,2.75,2420,10200,"1",0,0,3,8,1220,1200,1962,0,"98034",47.72,-122.236,2240,9750 +"4242900245","20150112T000000",618000,2,1,1890,4700,"1",0,0,4,7,1030,860,1928,0,"98107",47.6747,-122.391,2150,4700 +"1231001130","20141113T000000",572000,3,2.25,1860,4000,"1.5",0,0,5,7,1020,840,1920,0,"98118",47.5539,-122.267,1180,4000 +"7445000115","20140527T000000",725000,3,1.5,2500,4774,"1.5",0,2,3,7,1450,1050,1940,0,"98107",47.6567,-122.358,1300,4000 +"7802900504","20140625T000000",454000,3,1,1970,22144,"1",0,0,4,7,1970,0,1970,0,"98065",47.5234,-121.841,1970,13500 +"4317700085","20150122T000000",535000,4,1,1660,10656,"1.5",0,0,4,7,1180,480,1920,0,"98136",47.5391,-122.385,1120,8816 +"8732040580","20141218T000000",249000,3,2.5,1850,7200,"1",0,0,3,7,1500,350,1979,0,"98023",47.3063,-122.384,2140,7500 +"3223039149","20140709T000000",395000,4,2.75,1970,37026,"1",0,0,4,8,1970,0,1961,0,"98070",47.4375,-122.446,1970,51836 +"4073200757","20141231T000000",690000,3,2,1890,6620,"1",0,3,4,8,1890,0,1954,0,"98125",47.7016,-122.274,2590,7188 +"3226049054","20141003T000000",526500,3,1.5,1310,7236,"1",0,0,4,7,1170,140,1928,0,"98103",47.6944,-122.333,1680,8431 +"5490700035","20140807T000000",325000,4,1.5,1870,7220,"2",0,0,3,7,1870,0,1956,0,"98155",47.77,-122.319,1550,7592 +"9834200975","20150210T000000",495000,3,3,1520,4080,"2",0,0,5,7,1520,0,1948,0,"98144",47.572,-122.29,1320,4080 +"3305100210","20141021T000000",825000,5,3,3070,8474,"2",0,0,3,9,3070,0,2011,0,"98033",47.6852,-122.184,3070,8527 +"3123039042","20141223T000000",383000,3,1.5,1400,14850,"1.5",0,0,4,7,1400,0,1910,0,"98070",47.4471,-122.464,1350,14850 +"1105000360","20150428T000000",320000,3,1.75,1960,11931,"1",0,0,3,7,980,980,1954,0,"98118",47.5432,-122.272,1460,4498 +"1724079048","20141208T000000",475000,3,2.5,2680,87117,"1",0,0,3,7,1340,1340,1989,0,"98024",47.5646,-121.935,2580,87117 +"7437100770","20140521T000000",275000,3,2.5,2030,6326,"2",0,0,3,7,2030,0,1993,0,"98038",47.3491,-122.029,1810,6825 +"8925100115","20141015T000000",1.15e+006,2,2.25,2320,9300,"1.5",0,4,5,9,1920,400,1937,0,"98115",47.681,-122.273,2790,9300 +"4019300051","20141125T000000",455000,3,1.75,1760,11371,"1",0,0,5,8,1760,0,1959,0,"98155",47.7616,-122.273,2220,19884 +"5300200085","20140702T000000",262000,5,1,1870,7800,"1",0,0,3,7,1580,290,1962,0,"98168",47.5127,-122.321,1740,7808 +"9417400110","20140915T000000",390000,4,1,1280,4840,"1",0,0,3,7,940,340,1950,0,"98136",47.5477,-122.395,1360,4840 +"9264920870","20141023T000000",300000,3,2.25,1730,10030,"1",0,0,4,8,1730,0,1985,0,"98023",47.3108,-122.345,2090,8823 +"9169600209","20140820T000000",746300,3,1.75,2060,5721,"1",0,2,3,9,1140,920,1964,0,"98136",47.5268,-122.388,2060,8124 +"6123000090","20140908T000000",267000,3,1.5,1030,8223,"1",0,0,4,7,1030,0,1952,0,"98148",47.4282,-122.331,1460,9463 +"2592401080","20150402T000000",525000,3,2.5,1720,7950,"1.5",0,0,4,7,1720,0,1972,0,"98034",47.7178,-122.168,1790,7030 +"2423020090","20150424T000000",570000,3,1.75,1210,7350,"1",0,0,3,7,1210,0,1977,0,"98033",47.7,-122.172,1610,7313 +"2968801130","20141027T000000",360000,4,2.25,2620,8100,"1",0,0,4,7,1550,1070,1964,0,"98166",47.4564,-122.351,1650,8100 +"3325069064","20150326T000000",1.052e+006,3,1,1860,44431,"1",0,0,4,6,1860,0,1947,0,"98074",47.6057,-122.038,2000,44431 +"3629910210","20141103T000000",699950,3,2.5,2510,4106,"2",0,0,3,9,2510,0,2003,0,"98029",47.5494,-121.994,2470,4106 +"0622079089","20140616T000000",375000,4,2.5,2040,109336,"1.5",0,0,4,8,2040,0,1973,0,"98038",47.4193,-121.958,2370,133729 +"1919800090","20141215T000000",625000,4,1.75,2410,6770,"1",0,0,4,7,1220,1190,1924,0,"98103",47.6946,-122.336,1440,6770 +"9274200850","20141016T000000",464050,2,1,780,2750,"1",0,0,4,7,780,0,1928,0,"98116",47.5842,-122.388,1320,4440 +"1737320120","20140502T000000",470000,5,2.5,2210,9655,"1",0,0,3,8,1460,750,1976,0,"98011",47.7698,-122.222,2080,8633 +"2473100450","20140909T000000",330000,4,2,1590,9100,"1",0,0,3,7,1040,550,1967,2014,"98058",47.4465,-122.156,1670,9100 +"7923200150","20140915T000000",537000,4,1.75,2230,7957,"1",0,0,4,7,2230,0,1967,0,"98008",47.5859,-122.122,2230,8040 +"7524600120","20150305T000000",250000,3,2,1560,32137,"1",0,0,5,7,910,650,1976,0,"98092",47.3197,-122.117,1470,29150 +"0424069206","20150112T000000",835000,4,2.5,2950,48351,"2",0,0,3,10,2950,0,1986,0,"98075",47.5938,-122.048,2870,34417 +"9523103590","20150316T000000",770000,4,1,1480,3750,"1.5",0,0,4,7,1480,0,1912,0,"98103",47.6737,-122.354,1570,3750 +"0161000120","20141118T000000",650000,4,2,2850,4497,"1.5",0,1,3,7,1730,1120,1910,0,"98144",47.5876,-122.292,2450,6000 +"1623049241","20141107T000000",335000,3,1.75,2390,30409,"1",0,0,3,7,1560,830,1953,0,"98168",47.4789,-122.296,1750,13500 +"7229700165","20141202T000000",350000,3,1.75,1740,29597,"1",0,0,4,7,1740,0,1965,0,"98059",47.481,-122.115,1560,20741 +"3031200205","20140724T000000",415000,5,2.75,2060,8906,"1",0,0,4,7,1220,840,1978,0,"98118",47.5358,-122.289,1840,8906 +"2600100110","20141119T000000",788000,4,2.5,2680,8778,"2",0,0,4,8,2680,0,1977,0,"98006",47.5516,-122.161,2680,10020 +"5652601140","20141014T000000",640000,4,2.75,3150,7379,"1.5",0,0,4,7,2430,720,1915,0,"98115",47.6968,-122.3,1990,7379 +"2473530100","20140523T000000",388000,4,2.5,2440,7155,"2",0,0,3,8,2440,0,1993,0,"98058",47.4501,-122.126,2450,8109 +"3558900590","20141125T000000",360000,6,1.75,2230,10080,"1",0,0,3,7,1390,840,1969,0,"98034",47.7089,-122.201,2110,8475 +"3558900590","20150324T000000",692500,6,1.75,2230,10080,"1",0,0,3,7,1390,840,1969,0,"98034",47.7089,-122.201,2110,8475 +"8121100395","20140624T000000",425000,4,1.5,1600,6180,"1.5",0,0,3,6,1600,0,1946,0,"98118",47.5681,-122.285,1410,6180 +"8121100395","20150311T000000",645000,4,1.5,1600,6180,"1.5",0,0,3,6,1600,0,1946,0,"98118",47.5681,-122.285,1410,6180 +"7100000110","20150114T000000",340000,3,1,1580,8308,"1.5",0,0,3,7,1580,0,1948,0,"98146",47.5075,-122.379,1200,8308 +"0925069042","20150105T000000",713000,4,3.25,2840,54400,"1",0,0,4,8,2840,0,1984,0,"98053",47.6707,-122.045,2550,43560 +"7568700740","20140521T000000",430000,3,2.75,2550,11160,"2",0,0,3,8,2550,0,1994,0,"98155",47.7351,-122.323,1020,7440 +"7205510230","20150306T000000",280000,3,2.25,1700,7210,"1",0,0,4,7,1250,450,1974,0,"98003",47.3546,-122.318,2070,7300 +"9268700040","20150226T000000",215000,3,2,1470,2052,"1.5",0,0,3,7,1470,0,1986,0,"98003",47.3084,-122.331,1390,2052 +"2473480210","20140528T000000",306000,3,2.5,1680,11193,"2",0,0,3,8,1680,0,1984,0,"98058",47.4482,-122.125,2080,8084 +"4024100120","20140625T000000",299900,3,1,1110,8593,"1",0,0,3,7,1110,0,1979,0,"98155",47.7595,-122.309,1780,8593 +"4038200120","20140825T000000",534000,5,1.75,2120,8625,"1",0,0,3,7,1200,920,1959,0,"98008",47.6118,-122.131,1930,8625 +"4218400395","20140728T000000",1.16e+006,3,2.75,2380,5572,"2",0,4,3,9,1930,450,1939,0,"98105",47.6626,-122.271,3370,5500 +"0669000210","20140716T000000",1.165e+006,3,2.5,2670,5000,"2",0,3,5,9,2000,670,1942,1995,"98144",47.5855,-122.292,2320,5000 +"6018500015","20140711T000000",199990,2,1,890,6430,"1",0,0,3,6,890,0,1935,1997,"98022",47.2003,-121.996,1460,6430 +"2600140120","20140812T000000",946000,4,3,3140,9058,"1",0,0,3,9,2140,1000,1989,0,"98006",47.5462,-122.154,2760,10018 +"6381500090","20150220T000000",295000,4,1,1260,7800,"1.5",0,0,3,7,1260,0,1947,2007,"98125",47.7334,-122.307,1639,7492 +"4109600306","20150218T000000",475000,2,1,920,5157,"1",0,0,3,6,920,0,1909,0,"98118",47.5499,-122.269,1700,5150 +"2624079010","20150429T000000",750000,5,3.5,2990,212137,"2",0,0,3,8,2450,540,1994,0,"98024",47.5298,-121.887,1060,69260 +"7204200025","20141028T000000",1.225e+006,4,2.5,3120,49456,"2",1,4,4,9,2590,530,1974,1989,"98198",47.3535,-122.323,2030,32181 +"8856003525","20150323T000000",183500,3,1,1010,7520,"1",0,0,4,6,1010,0,1975,0,"98001",47.2699,-122.255,1370,8469 +"1695900025","20150327T000000",450000,2,1,1010,3627,"1",0,2,4,6,1010,0,1924,0,"98144",47.5873,-122.294,1630,4040 +"3331001285","20150108T000000",180000,3,1,1020,5500,"1.5",0,0,3,7,1020,0,1961,0,"98118",47.5502,-122.286,1160,5500 +"0239000155","20150105T000000",707000,5,4.5,3540,21217,"2",0,0,4,8,2940,600,1926,0,"98188",47.4274,-122.28,1290,12040 +"1721801280","20150304T000000",230000,2,0.75,900,3527,"1",0,0,3,6,900,0,1939,0,"98146",47.5083,-122.336,1220,4080 +"5557700210","20141209T000000",192500,3,1,1100,9750,"1",0,0,4,7,1100,0,1966,0,"98023",47.3248,-122.345,1190,9750 +"5416500040","20141017T000000",309000,3,2.5,1990,3614,"2",0,0,3,7,1990,0,2005,0,"98038",47.36,-122.039,1980,3800 +"3271300155","20141001T000000",759000,3,1.5,1980,5800,"1",0,0,4,8,1520,460,1949,0,"98199",47.6499,-122.413,2280,5800 +"3303980210","20150427T000000",1.115e+006,4,3.75,4040,14212,"2",0,0,3,11,4040,0,2002,0,"98059",47.5189,-122.147,3940,14212 +"1944900090","20140519T000000",462000,5,1.75,1250,10530,"1",0,0,4,7,1250,0,1966,0,"98007",47.6101,-122.138,1560,8190 +"7663700401","20141220T000000",229000,4,1.5,1820,22814,"1.5",0,0,3,7,1820,0,1920,0,"98125",47.7321,-122.296,1770,9150 +"5694500386","20141020T000000",399950,2,2.25,1140,1184,"2",0,0,3,8,1010,130,1999,0,"98103",47.659,-122.346,1140,1339 +"7227800180","20150403T000000",325000,5,2,1730,10532,"1",0,0,4,5,1730,0,1943,0,"98056",47.5076,-122.178,1940,8501 +"2767604558","20140721T000000",512000,2,2.25,1170,1313,"3",0,0,3,8,1170,0,2007,0,"98107",47.6712,-122.378,1310,1304 +"5422950040","20140725T000000",410000,5,2.75,2910,5802,"2",0,0,3,7,2910,0,2006,0,"98038",47.3591,-122.036,2910,5000 +"2660500283","20140624T000000",210000,2,1,970,5500,"1",0,0,3,7,970,0,1956,0,"98118",47.556,-122.291,1180,6000 +"3308010040","20140925T000000",325000,4,2.25,2130,8499,"1",0,0,4,7,1600,530,1975,0,"98030",47.3657,-122.21,1890,11368 +"5423030040","20150406T000000",685000,3,2.5,2520,10175,"1",0,0,3,8,1630,890,1979,0,"98027",47.5652,-122.089,2220,8388 +"8604900245","20140518T000000",488000,2,2,1360,4688,"1",0,0,3,7,780,580,1944,0,"98115",47.6874,-122.315,1340,4750 +"7349650230","20150302T000000",247500,3,2.25,1620,6000,"1",0,0,3,7,1280,340,1998,0,"98002",47.2835,-122.2,1710,6318 +"8902000175","20140620T000000",489000,4,2,2120,11479,"1",0,0,4,7,1060,1060,1940,0,"98125",47.7084,-122.303,1540,11000 +"0582000065","20141125T000000",725000,4,1.75,2700,6000,"1",0,0,4,8,1450,1250,1953,0,"98199",47.6539,-122.395,2080,6000 +"2123049194","20150409T000000",199950,3,1.5,1370,10317,"1.5",0,0,3,6,1370,0,1958,0,"98168",47.4731,-122.298,1370,9884 +"1830300090","20150401T000000",670000,5,3,2520,13001,"2",0,1,3,8,2010,510,1973,0,"98008",47.6385,-122.114,2170,8215 +"7522600110","20141229T000000",275000,3,2,1540,10410,"1",0,0,4,7,1540,0,1967,0,"98198",47.3662,-122.315,1590,7725 +"5457800740","20150407T000000",1e+006,3,1.75,2610,6360,"2",0,2,3,8,2130,480,1924,0,"98109",47.6287,-122.351,3010,6000 +"5115000100","20140523T000000",255000,3,2,1490,8371,"1.5",0,0,3,7,1490,0,1984,0,"98031",47.3962,-122.189,1350,7846 +"4038400150","20141113T000000",465000,3,1.75,2760,9137,"1",0,0,3,7,1380,1380,1960,0,"98007",47.6079,-122.132,1980,9137 +"1796500100","20150211T000000",259000,3,1.75,1260,3604,"1",0,0,3,7,1260,0,2012,0,"98042",47.3612,-122.103,1430,3767 +"8956000100","20141121T000000",695000,3,3.5,2630,4713,"2",0,2,3,9,2030,600,2008,0,"98027",47.5473,-122.016,2450,4187 +"3876313120","20150501T000000",505000,3,1.75,1800,7210,"1",0,0,3,7,1370,430,1976,0,"98072",47.7346,-122.17,1820,8100 +"6819100040","20140624T000000",631500,2,1,1130,2640,"1",0,0,4,8,1130,0,1927,0,"98109",47.6438,-122.357,1680,3200 +"5318101185","20141016T000000",630500,3,1,1180,3600,"1.5",0,0,3,7,1180,0,1926,0,"98112",47.6337,-122.28,1900,3600 +"0424069112","20140616T000000",999000,4,2.75,2800,19168,"2",0,0,3,10,2800,0,1992,0,"98075",47.5911,-122.037,2010,16020 +"2533300025","20140710T000000",740000,3,1.5,1830,4000,"1",0,0,4,7,1350,480,1910,0,"98119",47.6453,-122.371,1570,3672 +"5101404482","20140929T000000",650000,3,2.5,2220,6380,"1.5",0,0,4,8,1660,560,1931,0,"98115",47.6974,-122.313,950,6380 +"8682231210","20140805T000000",554000,2,2,1870,5580,"1",0,0,3,8,1870,0,2004,0,"98053",47.7101,-122.031,1670,4500 +"1525069021","20141201T000000",400000,3,2.5,2580,214315,"1.5",0,0,3,8,2580,0,1946,1986,"98053",47.6465,-122.024,2580,70131 +"5076700115","20150223T000000",529941,3,2,1660,10000,"1",0,0,4,7,1010,650,1961,0,"98005",47.5852,-122.174,2020,9720 +"3332000615","20141020T000000",310000,3,1,1330,3740,"1.5",0,0,3,6,1330,0,1903,0,"98118",47.5502,-122.274,1330,5053 +"3332000615","20150422T000000",389000,3,1,1330,3740,"1.5",0,0,3,6,1330,0,1903,0,"98118",47.5502,-122.274,1330,5053 +"5569620410","20140909T000000",731781,3,3,2630,4972,"2",0,0,3,9,2630,0,2006,0,"98052",47.693,-122.133,2880,4972 +"3009800015","20150422T000000",502501,2,1,1100,4750,"1",0,0,3,7,1100,0,1946,0,"98116",47.5772,-122.381,1830,4750 +"6189600040","20141117T000000",443000,3,1.75,1810,7950,"1",0,0,4,7,1810,0,1968,0,"98008",47.6236,-122.117,1680,7725 +"9834200365","20140815T000000",607000,3,2,2060,4080,"1",0,0,5,7,1060,1000,1921,0,"98144",47.574,-122.289,1400,4080 +"1959701800","20140702T000000",2.1475e+006,3,3.5,4660,5500,"2",0,4,5,10,3040,1620,1909,0,"98102",47.6465,-122.319,2980,5500 +"8917100153","20140910T000000",585000,4,2.5,2370,15200,"1",0,0,3,8,1660,710,1975,0,"98052",47.6295,-122.089,2360,13879 +"2344300180","20140619T000000",1.027e+006,3,2.5,2430,10500,"2",0,1,3,9,2430,0,1989,0,"98004",47.5818,-122.198,3440,12842 +"3216900100","20140612T000000",315000,3,2.5,1880,7000,"2",0,0,3,8,1880,0,1993,0,"98031",47.4206,-122.184,1880,7000 +"0425000065","20141021T000000",180000,2,1,1150,5695,"1",0,0,4,6,1150,0,1958,0,"98056",47.4989,-122.171,1150,5695 +"2426069085","20140513T000000",322500,3,2,1350,14200,"1",0,0,3,7,1350,0,1989,0,"98019",47.7315,-121.972,2100,15101 +"7199350600","20140602T000000",568500,3,2.75,2180,7519,"1",0,0,4,7,1310,870,1981,0,"98052",47.6959,-122.125,1510,7107 +"6909700040","20140611T000000",813000,4,2.75,3370,6675,"1",0,3,4,8,1920,1450,1948,0,"98144",47.5887,-122.291,2250,5550 +"4147200040","20150414T000000",1.085e+006,5,2.25,3650,13068,"1",0,0,4,10,1850,1800,1976,0,"98040",47.5458,-122.231,2760,13927 +"1062100100","20140626T000000",424000,4,2,2100,4857,"2",0,0,3,8,2100,0,1965,1984,"98155",47.7521,-122.279,1450,5965 +"2124049254","20140717T000000",235000,2,1,670,5600,"1",0,0,3,6,670,0,1903,0,"98108",47.5498,-122.304,1960,7176 +"6841700100","20140929T000000",740000,3,3.5,2420,4000,"2",0,0,5,9,1820,600,1907,0,"98122",47.6054,-122.295,2030,4550 +"7544800195","20140813T000000",415000,1,1,760,3000,"1",0,0,3,7,760,0,1900,0,"98122",47.6059,-122.303,1270,3000 +"8807810110","20140522T000000",432000,3,2.75,2200,14925,"1",0,0,3,6,1100,1100,1982,0,"98053",47.6606,-122.059,1520,14212 +"1126059201","20150504T000000",1.26889e+006,5,3.25,4410,35192,"2",0,2,3,12,3880,530,1990,0,"98072",47.7522,-122.13,4410,59677 +"1422200090","20140915T000000",676500,3,1.75,1300,2446,"1",0,3,3,8,880,420,1961,0,"98122",47.6071,-122.285,2440,5051 +"0871000065","20141120T000000",419000,2,1,720,4592,"1",0,0,4,6,720,0,1943,0,"98199",47.6534,-122.404,1030,5816 +"4054710090","20150320T000000",650000,3,2.5,2180,37042,"2",0,0,3,9,2180,0,1998,0,"98077",47.722,-122.026,2880,32688 +"8075400360","20140822T000000",239000,2,1,1130,15190,"1",0,0,4,7,1130,0,1954,0,"98032",47.3902,-122.283,1490,16920 +"9551202875","20140709T000000",900000,4,2.5,2230,4372,"2",0,0,5,8,1540,690,1935,0,"98103",47.6698,-122.334,2020,4372 +"4027700930","20150428T000000",330000,5,1.75,2100,7347,"1",0,0,3,7,1070,1030,1981,0,"98028",47.7751,-122.268,2170,9418 +"1535204165","20141204T000000",510000,3,1.75,2060,58341,"1",0,4,3,8,1100,960,1982,0,"98070",47.4193,-122.439,1230,14904 +"3303860590","20140627T000000",465000,4,2.5,3060,6000,"2",0,0,3,9,3060,0,2012,0,"98038",47.3689,-122.058,3040,6000 +"1925069066","20140623T000000",1.7e+006,3,2.75,2810,18731,"2",1,4,4,10,2810,0,1974,0,"98052",47.6361,-122.093,3120,14810 +"6137610540","20140827T000000",490000,3,2.25,2550,8588,"1",0,4,3,9,2550,0,1989,0,"98011",47.7711,-122.195,3050,8588 +"2525049263","20140709T000000",2.68e+006,5,3,4290,20445,"2",0,0,4,11,4290,0,1985,0,"98039",47.6217,-122.239,3620,22325 +"0126059310","20141130T000000",1e+006,3,2.25,3040,52302,"1",0,0,3,9,3040,0,2005,0,"98072",47.7635,-122.112,2070,38600 +"4254000540","20140708T000000",469950,4,2.75,2530,14178,"2",0,0,3,8,2530,0,1997,0,"98019",47.737,-121.955,2530,14055 +"5101405067","20140509T000000",536000,3,1.75,1300,5413,"1.5",0,0,3,7,1300,0,1925,1992,"98115",47.6988,-122.32,1590,6380 +"5468000180","20150305T000000",244950,4,2.5,1790,19177,"1",0,0,4,7,1790,0,1966,0,"98030",47.3617,-122.172,1760,11726 +"1930301220","20150417T000000",575000,3,1,1530,2400,"1",0,0,4,7,890,640,1928,0,"98103",47.6543,-122.354,1240,2400 +"9282801450","20150325T000000",361000,5,2.75,2380,7500,"1",0,0,3,7,1300,1080,1984,0,"98178",47.5009,-122.235,2400,6000 +"4037000925","20150327T000000",650000,5,2.25,2400,13450,"1",0,0,5,7,1200,1200,1957,0,"98008",47.6007,-122.117,1950,10361 +"3336000230","20150323T000000",230005,2,1,1030,6000,"1",0,0,2,7,830,200,1951,0,"98118",47.5291,-122.268,1770,5000 +"3621059043","20140527T000000",293000,4,2.5,3250,235063,"1",0,2,3,9,3250,0,1973,0,"98092",47.2582,-122.113,1600,44287 +"0126049231","20140516T000000",445000,3,3,1970,24318,"1",0,0,3,8,1970,0,2010,0,"98028",47.7651,-122.246,2150,14695 +"3331000220","20140814T000000",280000,4,1.5,1940,6386,"1",0,0,3,7,1140,800,1954,0,"98118",47.5533,-122.285,1340,6165 +"3904900230","20140716T000000",520000,3,2.25,1850,10855,"1",0,0,3,8,1370,480,1985,0,"98029",47.5696,-122.02,1850,8209 +"0525069133","20140805T000000",780000,4,3.25,3900,40962,"2",0,0,3,10,3900,0,1991,0,"98053",47.683,-122.063,1730,11775 +"2721049061","20140709T000000",625000,3,1.75,3160,76230,"1",0,0,4,8,2160,1000,1978,0,"98001",47.274,-122.287,1990,45789 +"5381000411","20150410T000000",239950,3,1.75,1440,7200,"1",0,0,3,7,1440,0,1986,0,"98188",47.4473,-122.284,1640,9167 +"0603000150","20140616T000000",335000,3,1.5,2040,6000,"1",0,0,3,7,1340,700,1957,0,"98118",47.5218,-122.286,1190,6000 +"3904960690","20150417T000000",612000,3,2.5,2120,7401,"2",0,0,3,8,2120,0,1989,0,"98029",47.5781,-122.018,2010,7972 +"7686202730","20140804T000000",200000,2,1,830,8000,"1",0,0,3,6,830,0,1954,0,"98198",47.4215,-122.318,1300,8000 +"9264910300","20140710T000000",345000,3,1.75,3140,8571,"1",0,0,4,8,1670,1470,1985,0,"98023",47.3074,-122.337,2590,7949 +"1437910090","20150128T000000",520000,4,2.5,2410,6440,"1",0,0,3,8,1550,860,1974,0,"98034",47.7153,-122.191,2330,6938 +"2652500740","20140618T000000",855000,4,2.25,2190,4080,"2",0,0,3,8,1800,390,1918,0,"98119",47.6425,-122.358,2100,4080 +"9274200735","20150507T000000",567500,4,1.75,2190,5060,"1",0,0,3,7,1190,1000,1950,0,"98116",47.5846,-122.387,1510,4600 +"1745000090","20141110T000000",208000,3,1.5,1210,7247,"1",0,0,4,7,1210,0,1967,0,"98003",47.328,-122.321,1370,7869 +"5101405338","20140821T000000",452000,3,1.75,1880,16239,"1",0,0,3,7,880,1000,1922,0,"98115",47.7004,-122.304,1260,7528 +"9348500220","20140728T000000",555000,3,3,2410,12183,"2",0,0,3,9,2410,0,1988,0,"98011",47.747,-122.177,2540,9979 +"1066600090","20140905T000000",519000,5,2.75,2620,8861,"1",0,0,5,8,1350,1270,1979,0,"98056",47.5226,-122.183,1940,10800 +"3331500455","20141203T000000",474950,3,2.25,1850,2575,"2",0,0,3,9,1850,0,2013,0,"98118",47.5525,-122.273,1080,4120 +"1427300120","20150121T000000",419000,3,2.25,1760,16418,"1",0,0,3,7,1190,570,1990,0,"98053",47.6525,-121.985,2260,20747 +"1861400068","20140911T000000",390000,2,1,860,1800,"1",0,0,3,7,860,0,1909,0,"98119",47.6334,-122.371,2160,3120 +"4040500100","20141020T000000",539000,7,2.25,2620,6890,"2",0,0,4,7,2620,0,1961,0,"98007",47.6123,-122.134,2070,7910 +"6117501250","20140801T000000",569000,4,1.75,2400,21196,"1",0,0,5,8,1590,810,1956,0,"98166",47.4282,-122.347,2200,19134 +"9523103990","20141208T000000",611000,3,1,1850,5000,"1.5",0,0,3,7,1850,0,1922,0,"98103",47.6727,-122.351,1850,5000 +"3221069054","20141028T000000",760000,3,2.5,4040,147856,"2",0,0,3,9,4040,0,2004,0,"98092",47.2711,-122.067,3000,125452 +"8838900032","20140518T000000",732000,3,2,1940,55756,"1",0,0,5,9,1940,0,1954,0,"98007",47.5913,-122.149,2330,10018 +"1455100355","20140708T000000",1.675e+006,3,2.5,3490,8343,"2",1,4,4,9,2150,1340,1939,1991,"98125",47.7265,-122.281,2990,13104 +"1853080120","20140903T000000",919950,5,2.75,3170,7062,"2",0,0,3,9,3170,0,2014,0,"98074",47.5937,-122.061,3210,6891 +"2806800120","20140610T000000",400000,4,2.5,2530,7563,"1",0,0,3,7,1440,1090,1978,0,"98011",47.7762,-122.21,1960,7811 +"3216000090","20140729T000000",785000,4,2.5,3230,21781,"2",0,0,3,9,3230,0,1993,0,"98053",47.6318,-122.01,3230,21780 +"1525059165","20140629T000000",835000,3,2.25,2120,54014,"2",0,0,4,9,2120,0,1964,0,"98005",47.6482,-122.159,3280,50690 +"8901000835","20150211T000000",640500,2,1.75,1640,6750,"1",0,0,4,8,1340,300,1939,0,"98125",47.7068,-122.308,1760,7490 +"8001400300","20150316T000000",310000,4,2.5,2130,9013,"2",0,0,3,8,2130,0,1988,0,"98001",47.3208,-122.273,2350,8982 +"1138000450","20141016T000000",355000,4,1,1440,7215,"1.5",0,0,3,7,1440,0,1969,0,"98034",47.7133,-122.212,1150,7215 +"2485000100","20140529T000000",685000,3,1.75,1940,7313,"1",0,1,4,8,1440,500,1960,0,"98136",47.5239,-122.387,2160,7200 +"7689600215","20141017T000000",202500,3,1,1120,8576,"1",0,0,3,6,1120,0,1943,0,"98178",47.4896,-122.248,1050,8812 +"7852010940","20150505T000000",540000,3,2.5,2400,5817,"2",0,0,3,8,2400,0,1998,0,"98065",47.5371,-121.87,2420,5817 +"0739980360","20141117T000000",295000,4,2.5,1810,4871,"2",0,0,3,8,1810,0,1999,0,"98031",47.4088,-122.192,1850,5003 +"1102001055","20150424T000000",518000,3,1,1270,6612,"1.5",0,3,3,7,1270,0,1927,0,"98118",47.5433,-122.264,2100,7680 +"2781250970","20150501T000000",250000,2,1.75,1350,4023,"1",0,0,3,7,1350,0,2005,0,"98038",47.3493,-122.023,1370,3570 +"3624079067","20140508T000000",330000,2,2,1550,435600,"1.5",0,0,2,7,1550,0,1972,0,"98065",47.5145,-121.853,1600,217800 +"4443800785","20141121T000000",481000,2,1,1620,3880,"1",0,0,4,7,920,700,1924,0,"98117",47.6855,-122.391,1330,3880 +"3303900090","20141023T000000",898000,3,2.25,2650,12845,"1",0,3,3,9,1770,880,1977,0,"98034",47.7209,-122.256,2650,12902 +"0686530530","20140804T000000",570000,5,1.75,2510,9750,"1.5",0,0,3,8,2510,0,1969,0,"98052",47.6635,-122.149,1900,9750 +"4254000220","20150307T000000",475000,4,2.5,2040,16200,"2",0,0,3,8,2040,0,1997,0,"98019",47.7366,-121.958,2530,15389 +"7575600610","20150209T000000",265000,3,2.5,1660,5250,"2",0,0,4,8,1660,0,1988,0,"98003",47.3541,-122.3,1630,5505 +"7631800110","20140918T000000",380000,3,2.5,1980,17342,"2",1,4,3,10,1580,400,1984,0,"98166",47.4551,-122.373,2060,17313 +"7732410120","20140819T000000",790000,4,2.5,2690,8036,"2",0,0,4,9,2690,0,1987,0,"98007",47.6596,-122.144,2420,8087 +"2493200040","20150312T000000",620000,2,2.25,2910,6110,"2",0,2,4,9,2910,0,1985,0,"98136",47.5279,-122.387,2090,5763 +"2568300040","20140819T000000",709050,4,3.5,2720,9000,"2",0,0,3,8,2670,50,1997,0,"98125",47.7034,-122.297,1960,7772 +"1781500385","20140806T000000",296500,3,1,1280,5100,"1",0,0,3,7,1280,0,1948,0,"98126",47.5259,-122.38,1380,7140 +"0626710220","20140813T000000",475000,3,2.5,2160,35912,"2",0,0,3,8,2160,0,1982,0,"98077",47.7273,-122.083,2230,35244 +"9414500230","20141022T000000",440000,3,2.25,1760,10835,"1",0,0,4,8,1290,470,1976,0,"98027",47.522,-122.048,2050,10488 +"6638900405","20141208T000000",405000,2,1,800,6016,"1",0,0,3,6,800,0,1942,0,"98117",47.6913,-122.369,1470,3734 +"7327902612","20150513T000000",269500,2,1,930,4000,"1",0,0,3,6,730,200,1943,0,"98108",47.5321,-122.323,1100,5000 +"7923600330","20141119T000000",520000,5,1.75,2040,5280,"1",0,0,4,7,1020,1020,1961,0,"98007",47.5941,-122.144,1720,7344 +"2011400782","20140804T000000",229500,1,1,1180,22000,"1",0,2,3,6,1180,0,1948,0,"98198",47.4007,-122.323,1890,11761 +"0821049149","20141009T000000",335000,4,1.75,2000,10890,"1",0,0,4,7,1390,610,1961,0,"98003",47.3203,-122.321,1520,9250 +"4054700300","20141021T000000",680000,4,2.75,3310,50951,"2",0,0,3,9,3310,0,1998,0,"98077",47.7249,-122.027,3230,39340 +"3931900580","20150313T000000",1.389e+006,4,3.5,3130,3900,"2",0,0,3,9,2550,580,2008,0,"98115",47.6849,-122.327,1830,3900 +"2485000165","20141215T000000",740000,4,2.5,2300,9900,"1",0,2,3,8,1600,700,1961,0,"98136",47.5256,-122.385,2510,7500 +"1117000150","20150317T000000",270000,3,2.25,2140,9990,"1",0,0,4,8,2140,0,1962,0,"98003",47.3484,-122.298,2060,9990 +"4321200600","20150504T000000",510000,4,2,2210,5572,"1.5",0,3,3,7,1760,450,1911,0,"98126",47.5727,-122.376,1760,4713 +"0123039364","20140521T000000",300000,2,1,970,13700,"1",0,0,3,6,970,0,1949,0,"98106",47.515,-122.362,1570,10880 +"2175100205","20150323T000000",1.29889e+006,5,2.25,2690,10800,"1",0,3,4,8,2020,670,1956,0,"98040",47.5821,-122.247,3380,9134 +"8813400165","20140819T000000",675000,4,2,1890,5188,"1.5",0,0,4,7,1670,220,1940,0,"98105",47.6633,-122.287,1800,4848 +"2597531020","20141104T000000",925850,6,3.25,3140,14923,"2",0,0,3,10,3140,0,1991,0,"98006",47.5411,-122.133,2980,10758 +"0723069013","20140718T000000",255500,2,1,1440,43560,"1",0,0,4,7,1150,290,1965,0,"98027",47.4916,-122.082,1870,56628 +"1137800230","20140514T000000",450000,3,2.5,2910,17172,"2",0,0,3,10,2910,0,1989,0,"98003",47.2789,-122.331,2910,20048 +"3221069057","20141105T000000",280000,3,1,1310,22652,"1",0,0,3,7,1310,0,1968,0,"98092",47.2574,-122.072,1600,103672 +"3832500230","20150105T000000",245000,4,2.25,2140,8800,"2",0,0,4,7,2140,0,1963,0,"98032",47.3655,-122.291,2060,9790 +"1138010220","20150317T000000",344950,3,1,1090,6712,"1",0,0,4,7,1090,0,1972,0,"98034",47.7155,-122.211,1440,7350 +"3205500230","20140811T000000",381000,3,1.75,1330,7216,"1",0,0,3,7,1330,0,1969,0,"98034",47.7199,-122.18,1500,8000 +"4389201241","20141230T000000",1.945e+006,4,4,4690,6900,"2",0,0,3,11,3480,1210,2001,0,"98004",47.6165,-122.216,2800,11240 +"9808700025","20150211T000000",1.5e+006,3,1.5,1910,21374,"1",0,0,1,8,1910,0,1955,0,"98004",47.6453,-122.214,2850,16167 +"4399210110","20140619T000000",232603,3,1.75,1750,11461,"2",0,0,4,7,1750,0,1976,0,"98002",47.3173,-122.21,2140,11276 +"7972602490","20141212T000000",220000,5,2.5,1760,10200,"1.5",0,0,3,6,1760,0,1925,0,"98106",47.5271,-122.351,1370,7620 +"2128000180","20140811T000000",600000,4,1.75,1810,7700,"1",0,0,5,8,1390,420,1977,0,"98033",47.6976,-122.169,2080,7700 +"4345000090","20141105T000000",239000,3,2.5,1360,5754,"2",0,0,3,7,1360,0,1994,0,"98030",47.3645,-122.183,1360,7050 +"6413100242","20140826T000000",400000,3,1.75,1730,9211,"1",0,0,3,8,1730,0,1961,0,"98125",47.7149,-122.322,1440,9211 +"4218400455","20140708T000000",2.18e+006,6,2.75,4710,11000,"2",0,3,3,10,3690,1020,1931,0,"98105",47.6622,-122.272,2950,5300 +"1568100220","20140908T000000",350000,3,1,1010,8551,"1",0,0,5,7,1010,0,1953,0,"98155",47.7351,-122.295,1310,8504 +"1626069220","20140905T000000",562000,3,2.5,2400,97138,"2",0,0,5,8,2400,0,1983,0,"98077",47.7361,-122.046,2230,54450 +"3342103149","20140910T000000",380000,3,1.5,1540,8400,"1",0,0,5,7,1540,0,1968,0,"98056",47.5237,-122.199,1690,7689 +"8127700410","20141015T000000",511200,4,1.75,1480,7875,"1",0,0,3,7,740,740,1927,0,"98199",47.643,-122.397,1680,5851 +"3629970090","20141014T000000",680000,4,2.5,2520,5000,"2",0,0,3,9,2520,0,2004,0,"98029",47.5524,-121.992,2910,5001 +"8910500237","20140726T000000",350000,3,3.25,1210,941,"2",0,0,3,8,1000,210,2002,0,"98133",47.7114,-122.356,1650,1493 +"0621069218","20150219T000000",410000,5,2.5,2670,184140,"1",0,0,3,8,1410,1260,1980,0,"98042",47.3429,-122.097,1860,35719 +"3394100230","20140522T000000",1.05e+006,4,2.5,3030,12590,"1.5",0,0,4,10,3030,0,1988,0,"98004",47.5806,-122.193,2980,11635 +"8682211030","20141028T000000",391265,3,2,1440,3900,"1",0,0,3,8,1440,0,2002,0,"98053",47.7022,-122.021,1350,3900 +"5427100150","20140626T000000",1.41e+006,4,2.25,3250,16684,"2",0,0,3,9,3250,0,1979,0,"98039",47.6334,-122.229,2890,16927 +"7579200600","20150428T000000",575000,3,2,1750,5750,"1",0,2,5,7,870,880,1956,0,"98116",47.5579,-122.384,1750,5750 +"7302000610","20150508T000000",316000,4,1.5,2120,46173,"2",0,0,3,7,2120,0,1974,0,"98053",47.6503,-121.968,2000,46173 +"3004800175","20150416T000000",165000,3,1,1050,5156,"1.5",0,0,3,7,1050,0,1919,0,"98106",47.5169,-122.358,1050,5502 +"2397101055","20140812T000000",850000,3,2.25,1950,3600,"1.5",0,0,5,8,1430,520,1911,0,"98119",47.637,-122.363,1950,3600 +"2354300845","20140804T000000",210000,3,1,1020,6000,"1",0,0,3,5,1020,0,1900,0,"98027",47.5281,-122.031,2070,7200 +"0984220330","20140824T000000",325000,4,2.5,1820,9161,"1",0,0,4,7,1220,600,1975,0,"98058",47.4333,-122.168,1860,7650 +"7273100026","20150407T000000",682000,4,2.5,2390,53941,"2",0,0,3,8,2390,0,1989,0,"98053",47.7066,-122.08,2610,104108 +"6386200100","20140718T000000",430000,3,2.5,1400,7508,"2",0,0,4,7,1400,0,1987,0,"98034",47.7233,-122.167,1710,7700 +"9324800025","20141125T000000",325500,3,1.5,1540,8110,"1",0,0,4,7,1190,350,1959,0,"98125",47.7329,-122.291,1290,8110 +"4058800930","20140720T000000",385000,3,1.75,2370,6360,"1",0,3,3,7,1280,1090,1954,0,"98178",47.5039,-122.24,1990,6360 +"1972201161","20150323T000000",435000,1,1,670,1800,"1",0,0,5,6,670,0,1905,0,"98103",47.654,-122.35,1330,3360 +"2202500025","20140721T000000",550000,4,1,2420,15520,"2",0,0,4,7,2420,0,1945,0,"98006",47.5744,-122.137,1630,9965 +"4077800258","20141009T000000",400000,3,1,1000,7800,"1",0,0,4,6,860,140,1930,0,"98125",47.7098,-122.283,1700,7800 +"2558700220","20140721T000000",503000,4,2.75,2100,7350,"1",0,0,5,7,1240,860,1978,0,"98034",47.7194,-122.172,2490,7350 +"0290200230","20140819T000000",676000,4,2.5,2800,5368,"2",0,0,3,8,2800,0,2003,0,"98074",47.6076,-122.053,2790,5368 +"1951100100","20141113T000000",180000,3,1,940,11055,"1.5",0,0,4,7,940,0,1959,0,"98032",47.3732,-122.295,1420,9100 +"9499200220","20140611T000000",234000,3,2,1640,5280,"1.5",0,0,5,6,1640,0,1910,0,"98002",47.3089,-122.213,1160,7875 +"0999000215","20140512T000000",734200,4,2.5,2760,5000,"1.5",0,0,5,7,1680,1080,1928,0,"98107",47.6726,-122.371,1850,5000 +"0822069118","20140729T000000",920000,3,3.25,3660,66211,"2",0,0,3,10,3660,0,2003,0,"98038",47.4087,-122.062,3660,107153 +"2425049066","20140616T000000",1.92e+006,4,2.5,3070,34412,"1",0,3,4,9,2070,1000,1950,0,"98039",47.64,-122.24,3780,27940 +"7950700110","20141209T000000",224000,3,1.75,1100,10125,"1",0,0,4,7,1100,0,1969,0,"98092",47.3232,-122.103,1520,10125 +"9253900408","20150408T000000",1.4e+006,3,2.75,3130,19530,"1",1,4,3,8,1690,1440,1947,1984,"98008",47.5895,-122.111,2980,18782 +"3313600077","20140919T000000",185000,3,1,1320,7155,"1",0,0,4,6,1320,0,1961,0,"98002",47.2857,-122.22,1070,8100 +"0452001540","20140818T000000",554600,3,1.75,1470,5000,"1.5",0,0,5,7,1470,0,1900,0,"98107",47.6755,-122.369,1530,5000 +"3832710210","20140825T000000",268000,3,1.75,1480,8009,"1",0,0,3,7,980,500,1980,0,"98032",47.3657,-122.28,1790,7678 +"8563000300","20140915T000000",675000,4,2.25,2260,8715,"1",0,0,4,8,1530,730,1976,0,"98008",47.6237,-122.106,2220,8650 +"1313000650","20140711T000000",620000,4,2.25,2210,10039,"1",0,0,4,8,1710,500,1967,0,"98052",47.634,-122.101,2070,10965 +"3424069066","20140521T000000",396450,3,1.75,1540,12446,"1",0,0,5,8,1540,0,1967,0,"98027",47.5172,-122.027,1330,11508 +"2206500300","20140820T000000",565000,5,1.75,1910,9720,"1",0,0,4,7,1390,520,1955,0,"98006",47.5772,-122.159,1750,9720 +"3083001095","20140824T000000",410000,3,1.75,1760,3520,"1",0,0,3,7,1160,600,1966,0,"98144",47.5773,-122.303,1840,5000 +"0809002290","20140519T000000",1.19e+006,4,3,2240,6000,"1.5",0,0,4,8,1270,970,1914,0,"98109",47.6369,-122.35,2240,4250 +"6669070220","20140821T000000",716125,3,2.25,2110,7279,"1",0,0,4,9,2110,0,1984,0,"98033",47.6669,-122.17,2130,7279 +"2325069054","20140521T000000",225000,2,1,1396,111949,"1",0,0,3,7,1396,0,1940,1997,"98053",47.6374,-122.007,2020,111949 +"8820901792","20140711T000000",640000,4,2.75,3040,7274,"2",0,3,3,9,2320,720,1986,0,"98125",47.7184,-122.28,2830,10080 +"3488300110","20140910T000000",374000,2,1,1140,5650,"1",0,1,3,6,980,160,1920,0,"98116",47.5634,-122.391,1220,5700 +"3971700330","20150415T000000",415000,4,2,1780,12161,"1",0,0,5,7,1160,620,1950,0,"98155",47.7746,-122.323,1780,8170 +"5561400220","20140819T000000",592500,4,2.5,3370,35150,"1",0,0,5,8,1770,1600,1993,0,"98027",47.461,-122.002,2920,41241 +"2979800762","20140904T000000",365000,3,2.5,1484,1761,"3",0,0,3,7,1484,0,2003,0,"98115",47.6844,-122.317,1484,4320 +"6600220300","20140914T000000",600000,4,2.5,2230,12753,"1",0,0,4,7,1180,1050,1981,0,"98074",47.6297,-122.033,1860,12753 +"2817910220","20141216T000000",465000,4,2.5,2820,39413,"2",0,0,4,9,2820,0,1989,0,"98092",47.3064,-122.1,2910,39413 +"7696620100","20150422T000000",254999,3,1,1580,7560,"1",0,0,4,7,1000,580,1976,0,"98001",47.3318,-122.277,1580,7560 +"7760400900","20140916T000000",279000,4,2.5,2040,8076,"2",0,0,3,7,2040,0,1994,0,"98042",47.3691,-122.074,2040,8408 +"3353404265","20141231T000000",460000,3,2.5,2720,40813,"2",0,0,3,8,2720,0,2001,0,"98001",47.2619,-122.271,2250,40511 +"9828702666","20140728T000000",507000,4,2.25,1490,956,"2",0,0,3,7,1020,470,2005,0,"98122",47.6184,-122.301,1510,1350 +"1823059223","20140520T000000",291000,3,1.75,1560,9788,"1",0,0,3,7,1560,0,1964,0,"98178",47.4876,-122.226,1840,11180 +"2197600388","20141202T000000",350000,2,1.5,830,1077,"2",0,0,3,7,830,0,2006,0,"98122",47.6058,-122.319,830,1366 +"4239400300","20141129T000000",90000,3,1,980,2490,"2",0,0,4,6,980,0,1969,0,"98092",47.317,-122.182,980,3154 +"1328300820","20140806T000000",329000,3,1.75,1980,7000,"1",0,0,4,8,1360,620,1977,0,"98058",47.4442,-122.129,1880,7200 +"7805450870","20140814T000000",909000,4,2.5,3680,11648,"2",0,0,3,10,3680,0,1986,0,"98006",47.5604,-122.107,2830,11251 +"0419000035","20141015T000000",187000,2,1,860,5400,"1",0,0,4,5,860,0,1953,0,"98056",47.492,-122.171,960,5400 +"3131201105","20140709T000000",580000,3,1.75,1850,5100,"1",0,0,3,7,1020,830,1909,0,"98105",47.6605,-122.326,1850,5100 +"0112900110","20140903T000000",345000,3,2.5,1620,5992,"2",0,0,3,7,1620,0,2001,0,"98019",47.736,-121.965,1620,4644 +"5249802240","20140515T000000",497000,4,2.5,2240,7200,"2",0,0,3,8,2240,0,1995,0,"98118",47.5636,-122.275,1860,6600 +"7950302345","20140815T000000",345000,3,1,1010,3060,"1.5",0,0,3,6,1010,0,1904,0,"98118",47.5657,-122.285,1330,4590 +"2473371570","20141119T000000",313500,3,1.75,1610,7350,"1",0,0,3,8,1610,0,1974,0,"98058",47.4503,-122.131,2120,7350 +"3982700088","20150402T000000",910000,3,2.5,2720,7250,"2",0,0,3,9,2720,0,1990,0,"98033",47.6894,-122.195,2870,7250 +"3448000755","20140604T000000",399950,3,1.5,2080,5244,"1",0,0,3,7,1190,890,1959,0,"98125",47.7144,-122.293,1850,6982 +"1446400615","20140527T000000",268000,4,2,1930,6600,"1",0,0,4,7,1030,900,1967,0,"98168",47.482,-122.332,1220,6600 +"2484700145","20141229T000000",559000,4,1.75,2250,8458,"1",0,0,3,8,1450,800,1954,0,"98136",47.5235,-122.383,1950,7198 +"1753500100","20140709T000000",309000,3,2.25,1980,8755,"1",0,0,4,7,1300,680,1963,0,"98198",47.3922,-122.321,2030,8671 +"7853300770","20140609T000000",410000,3,2.5,1960,4400,"2",0,0,3,7,1960,0,2006,0,"98065",47.5384,-121.889,2060,4400 +"7236100015","20140520T000000",259000,3,1,1320,8625,"1",0,0,4,7,1320,0,1957,0,"98056",47.4902,-122.179,1370,8295 +"1959701695","20141124T000000",950000,5,2,2940,5500,"2",0,0,4,9,2340,600,1909,0,"98102",47.6466,-122.321,2940,5500 +"4024101421","20141202T000000",320000,4,1,1460,7200,"1.5",0,0,4,7,1460,0,1955,0,"98155",47.7602,-122.306,1690,7357 +"0327000165","20150413T000000",1.15e+006,4,2.5,2330,30122,"1",0,1,3,8,1490,840,1951,0,"98115",47.6843,-122.267,2430,6726 +"7893800534","20141124T000000",394250,3,2,2620,10107,"1",0,3,3,7,2620,0,1982,0,"98198",47.4096,-122.329,1730,7812 +"6430500191","20141106T000000",315000,1,1,700,3876,"1",0,0,3,6,700,0,1910,0,"98103",47.6886,-122.352,1150,3952 +"2354300835","20141224T000000",480000,2,2,1140,12000,"1",0,0,3,6,1140,0,1943,0,"98027",47.5277,-122.031,1880,6125 +"9510300220","20140804T000000",556000,3,2.5,2750,35440,"2",0,0,3,9,2750,0,1994,0,"98045",47.4745,-121.723,2710,35440 +"7852130410","20141027T000000",450000,3,2.5,2480,5647,"2",0,0,3,7,2480,0,2002,0,"98065",47.5355,-121.88,2510,5018 +"5101406522","20141001T000000",420000,3,1.5,1130,5413,"1",0,0,3,7,940,190,1946,0,"98125",47.7021,-122.32,1400,7168 +"2768200090","20150317T000000",890000,6,3.75,2770,5000,"1",0,0,3,8,1870,900,1969,0,"98107",47.669,-122.365,1570,2108 +"1761300650","20141006T000000",295000,4,2,1710,8814,"1",0,0,5,7,1030,680,1975,0,"98031",47.395,-122.174,1710,7272 +"1081330210","20140911T000000",410000,4,2.25,2150,27345,"2",0,0,5,8,2150,0,1976,0,"98059",47.469,-122.121,2200,11923 +"4137070090","20140611T000000",308900,3,2.5,2250,7294,"2",0,0,3,8,2250,0,1994,0,"98092",47.2636,-122.212,2140,7363 +"0327000100","20141022T000000",1.161e+006,4,2.5,2960,26742,"1",0,3,3,8,1480,1480,1949,1996,"98115",47.6846,-122.268,2500,9460 +"8682281510","20150128T000000",665000,2,2.5,2300,6984,"1",0,0,3,8,2300,0,2006,0,"98053",47.7087,-122.015,1820,4950 +"3297700100","20140903T000000",577000,3,1.75,1740,5500,"1",0,0,5,7,970,770,1953,0,"98116",47.577,-122.395,1740,7250 +"7518506717","20140917T000000",959000,3,2.5,2830,3750,"3",0,0,3,10,2830,0,2014,0,"98117",47.6799,-122.385,1780,5000 +"0065000210","20140626T000000",471000,2,1.75,1240,6417,"1",0,0,5,7,1240,0,1924,0,"98126",47.5439,-122.379,1800,6417 +"3905040590","20150421T000000",560000,3,2.5,2180,7169,"2",0,0,3,8,2180,0,1990,0,"98029",47.5714,-122.002,2150,5914 +"5451210150","20140514T000000",955000,5,2.25,2510,9887,"2",0,0,3,8,2510,0,1972,0,"98040",47.5339,-122.223,2510,10006 +"1778360150","20140620T000000",1.24e+006,7,5.5,6630,13782,"2",0,0,3,10,4930,1700,2004,0,"98006",47.5399,-122.118,4470,8639 +"6649900301","20141231T000000",579000,3,2.5,2300,18540,"1",0,0,3,8,1800,500,1961,0,"98177",47.7767,-122.369,2460,18540 +"9264901490","20150428T000000",335000,4,2.25,3220,7889,"2",0,0,3,8,3220,0,1978,0,"98023",47.3112,-122.339,2120,7651 +"7853220910","20140915T000000",485000,3,2.5,2270,7887,"2",0,2,3,8,2270,0,2004,0,"98065",47.5326,-121.855,2550,7133 +"9346700150","20140702T000000",552000,3,2.5,1840,9900,"1",0,0,3,9,1840,0,1978,0,"98007",47.6131,-122.151,2730,9900 +"2327000110","20140714T000000",950000,4,3.25,3820,15293,"2",0,0,3,10,3820,0,2003,0,"98074",47.6097,-122.017,2790,7142 +"7137900490","20150316T000000",203700,3,2,1660,7958,"1",0,0,3,7,1130,530,1983,0,"98092",47.3187,-122.171,1550,7647 +"9264960850","20140709T000000",412000,4,3.5,3360,9767,"2",0,0,3,9,2450,910,1990,0,"98023",47.3047,-122.347,2580,8757 +"1545808960","20150106T000000",237500,3,2,1350,8960,"1",0,0,4,7,1350,0,1986,0,"98038",47.3614,-122.045,1470,8288 +"0486000085","20140815T000000",866800,4,3.5,2970,5000,"2",0,2,3,9,2200,770,2001,0,"98117",47.6772,-122.399,1470,4560 +"7977200945","20150310T000000",425000,3,1,1000,5100,"1",0,0,3,7,860,140,1946,0,"98115",47.6857,-122.293,1000,5100 +"3056700150","20140625T000000",200000,3,2,1190,6833,"1",0,0,3,7,1190,0,1995,0,"98092",47.3191,-122.18,1540,8000 +"7896300150","20140929T000000",280000,3,1.75,1670,6034,"1",0,0,3,7,990,680,1957,0,"98118",47.5209,-122.286,1230,6034 +"7399100210","20141126T000000",140000,3,1.5,1200,2002,"2",0,0,3,8,1200,0,1966,0,"98055",47.4659,-122.189,1270,1848 +"2473370110","20141114T000000",370000,5,2.5,2250,10400,"1",0,0,3,8,1280,970,1973,0,"98058",47.4501,-122.139,2140,9592 +"2770605420","20140916T000000",550000,2,0.75,1040,4000,"1",0,0,3,7,930,110,1909,0,"98119",47.6489,-122.372,1700,4800 +"7856400300","20140702T000000",1.4116e+006,2,2.5,3180,9400,"2",0,4,5,10,2610,570,1985,0,"98006",47.5617,-122.158,3760,9450 +"7856400300","20150322T000000",1.505e+006,2,2.5,3180,9400,"2",0,4,5,10,2610,570,1985,0,"98006",47.5617,-122.158,3760,9450 +"7923700330","20140528T000000",510000,4,1.5,2040,8800,"1",0,0,4,7,1020,1020,1961,0,"98007",47.5965,-122.139,1490,8800 +"5632500110","20140716T000000",351000,3,1,1160,10518,"1",0,0,3,7,1160,0,1960,0,"98028",47.7343,-122.22,1670,9380 +"0723049219","20150325T000000",210000,3,1,880,10800,"1",0,0,3,6,880,0,1942,0,"98146",47.4949,-122.338,1100,8820 +"2320069111","20150507T000000",449999,4,1.75,2290,36900,"1.5",0,2,5,7,1690,600,1938,0,"98022",47.2034,-122.003,2170,12434 +"7972604345","20140519T000000",137000,3,1,950,7620,"1",0,0,3,6,950,0,1954,0,"98106",47.5178,-122.346,1260,7620 +"3222069156","20141217T000000",270000,3,1,1010,14510,"1",0,0,5,7,1010,0,1974,0,"98042",47.3437,-122.078,2020,44866 +"1722069097","20141229T000000",540000,3,2.5,3100,100188,"1",0,0,4,7,1820,1280,1981,0,"98038",47.3928,-122.066,2430,104979 +"4022905473","20141205T000000",565000,5,3,2560,12480,"1",0,0,3,8,1590,970,2012,0,"98155",47.7657,-122.284,2500,17299 +"5318101695","20150409T000000",940000,4,1.5,2430,3600,"2.5",0,0,3,8,2430,0,1980,0,"98112",47.6351,-122.285,2020,4800 +"5216200090","20140616T000000",385000,2,1,830,26329,"1",1,3,4,6,830,0,1928,0,"98070",47.4012,-122.425,2030,27338 +"9526500090","20140822T000000",400000,3,3,2090,7634,"1",0,0,3,8,1450,640,2001,0,"98019",47.7408,-121.974,2090,9600 +"0423059039","20150321T000000",365000,3,2,2030,8649,"1",0,0,3,7,2030,0,1998,0,"98056",47.5082,-122.166,1760,7200 +"6909700437","20140522T000000",353250,2,1,1060,1600,"2",0,0,3,7,1060,0,1979,0,"98144",47.5888,-122.294,1360,3360 +"1205000215","20150429T000000",455000,2,1.5,1090,6750,"1",0,0,3,7,950,140,1942,0,"98117",47.6836,-122.397,1640,6750 +"3223039229","20140527T000000",475000,4,3.5,3400,234352,"2",0,0,3,8,2500,900,1991,0,"98070",47.4335,-122.449,1300,39639 +"4077800474","20141124T000000",571500,4,1.75,1920,7455,"1",0,0,4,7,960,960,1939,1964,"98125",47.7106,-122.286,1920,7455 +"1604600227","20150328T000000",441000,2,1,1150,3000,"1",0,0,3,6,780,370,1915,0,"98118",47.5624,-122.291,1150,5000 +"9542200220","20150213T000000",810000,6,2.75,3970,9500,"1",0,0,4,10,2180,1790,1970,0,"98005",47.5956,-122.178,2490,9775 +"6600220490","20150409T000000",550000,3,2.25,1880,11556,"2",0,0,3,8,1880,0,1987,0,"98074",47.6283,-122.032,1880,12000 +"2138700141","20140702T000000",736000,2,1,1500,4000,"1",0,0,3,8,1100,400,1933,0,"98109",47.6409,-122.353,1980,4000 +"4046600820","20150224T000000",375000,3,1.75,2190,17550,"1",0,0,3,7,2190,0,1989,0,"98014",47.6984,-121.912,1700,17550 +"9430100360","20150205T000000",717500,3,2.5,2530,9932,"2",0,0,3,8,2530,0,1995,0,"98052",47.6853,-122.16,2140,7950 +"2447500015","20141121T000000",581000,2,1.75,1930,11200,"1",0,2,3,8,1430,500,1951,0,"98177",47.7576,-122.37,2840,12408 +"1524039043","20140725T000000",629000,3,2,1510,4560,"2",0,0,4,7,1510,0,1909,1995,"98116",47.5689,-122.408,1990,5000 +"2303900100","20140911T000000",3.8e+006,3,4.25,5510,35000,"2",0,4,3,13,4910,600,1997,0,"98177",47.7296,-122.37,3430,45302 +"8651400230","20141208T000000",225000,3,2,1100,5200,"1",0,0,3,6,1100,0,1969,2014,"98042",47.3606,-122.083,1050,5330 +"7437100210","20140618T000000",315000,3,2.5,1730,6368,"2",0,0,3,7,1730,0,1993,0,"98038",47.3505,-122.032,1780,6597 +"3630020150","20150310T000000",425000,3,2.5,1480,1386,"3",0,0,3,8,1480,0,2005,0,"98029",47.5468,-121.998,1470,1593 +"1773600691","20140625T000000",346500,3,1,1150,11802,"1",0,0,4,7,1150,0,1932,1958,"98106",47.5624,-122.361,1880,6082 +"5448300150","20150105T000000",550000,3,2.25,1950,26500,"1",0,0,4,8,1570,380,1965,0,"98006",47.5784,-122.179,2160,12751 +"2260000210","20150209T000000",565000,3,1.75,2380,10450,"1",0,0,3,8,1400,980,1977,0,"98052",47.6409,-122.111,2150,9600 +"6815100085","20141224T000000",1.001e+006,4,2,3100,8000,"1.5",0,0,5,7,2040,1060,1939,0,"98103",47.6852,-122.329,1650,4000 +"5141000720","20140805T000000",400000,2,2,2010,3797,"1.5",0,0,3,7,1450,560,1922,2004,"98108",47.5596,-122.315,1660,4650 +"9276200455","20141121T000000",724950,4,2,2270,5760,"2",0,0,4,8,2270,0,1909,0,"98116",47.5809,-122.39,1420,5760 +"5459500165","20140708T000000",623000,3,1.75,2050,16313,"1",0,0,2,8,2050,0,1973,0,"98040",47.5743,-122.212,3180,10264 +"9828701295","20140624T000000",295000,2,1,650,5400,"1",0,0,3,6,650,0,1950,0,"98122",47.6185,-122.295,1310,4906 +"0164000261","20140521T000000",700000,4,3.25,2780,7875,"2",0,0,3,9,2780,0,2006,0,"98133",47.7294,-122.352,1000,7500 +"2767704682","20150408T000000",482000,2,1.5,1300,1229,"2",0,0,3,8,1160,140,2000,0,"98107",47.6727,-122.375,1430,1255 +"6791050450","20140821T000000",770000,3,2.5,2730,11380,"2",0,0,3,10,2730,0,1995,0,"98075",47.58,-122.057,2800,10070 +"1221039066","20141017T000000",310000,4,2.5,3140,22100,"1",0,0,4,8,1820,1320,1960,0,"98023",47.319,-122.362,2700,25500 +"0686300450","20140708T000000",720000,4,2.25,2410,8400,"2",0,0,5,8,2410,0,1965,0,"98008",47.626,-122.119,1910,8056 +"3822200087","20150319T000000",355000,3,1,1180,5965,"1.5",0,0,4,6,1180,0,1928,0,"98125",47.7281,-122.299,1270,7710 +"6669250100","20140729T000000",512000,4,2.5,2600,4506,"2",0,0,3,9,2600,0,2005,0,"98056",47.5146,-122.188,2470,6041 +"1453602310","20141216T000000",303000,2,1.5,1400,1650,"3",0,0,3,7,1400,0,1999,0,"98125",47.7222,-122.29,1430,1650 +"0984200690","20140618T000000",299000,5,2.5,2220,9360,"1",0,0,4,7,1110,1110,1968,0,"98058",47.4341,-122.169,1780,7704 +"5468770180","20140623T000000",285000,3,2.5,1660,6263,"2",0,0,3,8,1660,0,2003,0,"98042",47.3507,-122.141,2190,6192 +"5459500100","20140924T000000",680000,3,1.75,2330,9652,"1",0,0,4,8,1590,740,1968,0,"98040",47.5714,-122.211,2420,9631 +"2968801605","20140902T000000",285000,4,1.75,1440,6720,"1",0,0,5,6,720,720,1954,0,"98166",47.4571,-122.345,1820,6784 +"2141310580","20141125T000000",707000,4,2.25,2920,17023,"1",0,0,4,9,1690,1230,1977,0,"98006",47.5585,-122.134,2710,10681 +"2325039067","20140507T000000",690000,3,2,1760,6428,"1",0,0,4,7,980,780,1942,0,"98199",47.6388,-122.397,1760,6004 +"2426059103","20150422T000000",872000,4,2.25,2860,40284,"2",0,0,3,10,2860,0,1983,0,"98072",47.7308,-122.115,2670,92782 +"3541600450","20141104T000000",290000,4,1.75,2090,12750,"1",0,0,3,8,1360,730,1967,0,"98166",47.4792,-122.357,2040,12300 +"5631501161","20150417T000000",425000,4,1.75,1910,16785,"1",0,0,4,7,1110,800,1981,0,"98028",47.7474,-122.235,1590,9900 +"3224510300","20150126T000000",925000,3,2.75,3280,10558,"1",0,2,4,9,2040,1240,1979,0,"98006",47.5606,-122.133,3150,9998 +"4027700466","20141219T000000",340500,3,1,1770,12458,"1",0,0,3,7,1770,0,1957,0,"98155",47.7715,-122.27,2000,8225 +"1702901500","20141121T000000",365000,2,1,920,6600,"1",0,0,4,6,920,0,1910,0,"98118",47.5572,-122.282,1370,5500 +"8146300205","20140710T000000",725000,3,1.75,1690,8489,"1",0,0,4,7,1690,0,1959,0,"98004",47.6079,-122.192,1850,8536 +"3526039019","20140702T000000",811000,3,3,2470,7410,"2",0,0,5,8,1860,610,1977,0,"98117",47.6937,-122.392,2390,7800 +"5230300210","20141210T000000",299000,3,1,1040,9514,"1",0,0,4,7,1040,0,1969,0,"98059",47.4936,-122.102,1040,9514 +"7907600100","20150421T000000",287500,4,2,1220,9147,"1",0,0,5,7,1220,0,1953,0,"98146",47.5011,-122.336,1220,8576 +"9322800210","20140520T000000",879950,4,2.25,3500,13875,"1",0,4,4,9,1830,1670,1938,0,"98146",47.5083,-122.388,2960,15000 +"3352400661","20141110T000000",135900,2,1,760,3800,"1",0,0,3,6,760,0,1950,0,"98178",47.5019,-122.269,1220,7410 +"3625710100","20140512T000000",1.225e+006,4,2.25,3070,16028,"1",0,3,3,9,1870,1200,1976,0,"98040",47.5271,-122.228,3070,19822 +"3626039207","20141017T000000",522500,4,1.75,2100,6480,"1",0,0,5,7,1300,800,1947,0,"98177",47.7049,-122.359,1840,7500 +"7568700215","20150312T000000",399500,4,1.5,1660,6617,"1",0,0,5,7,1660,0,1947,0,"98155",47.739,-122.323,950,7440 +"1604600540","20150504T000000",450000,3,1,1430,5960,"1.5",0,0,4,7,1430,0,1917,0,"98118",47.562,-122.289,1140,3960 +"1421039067","20141027T000000",218000,4,1,1620,17500,"1",0,0,3,7,1620,0,1962,0,"98023",47.3021,-122.388,2400,17394 +"7137970210","20150327T000000",289999,3,2,1490,9285,"1",0,0,3,8,1490,0,1995,0,"98092",47.3248,-122.169,2040,6681 +"2767603255","20150224T000000",540000,2,1,1170,4750,"1",0,0,3,6,1170,0,1903,0,"98107",47.6729,-122.378,1170,2023 +"3575303700","20140725T000000",324950,3,1,1240,7500,"1",0,0,4,7,1240,0,1976,0,"98074",47.6199,-122.062,1240,9750 +"1702901340","20140613T000000",718500,3,2,2910,6600,"2",0,0,4,7,1920,990,1900,1988,"98118",47.5576,-122.281,1370,5500 +"2320069014","20140709T000000",495000,3,2,2660,192099,"1",0,0,4,9,2660,0,1964,0,"98022",47.2098,-122.016,2570,43561 +"3141600600","20140521T000000",260000,6,2,2220,8797,"1",0,0,3,7,2220,0,1977,0,"98002",47.2977,-122.227,1170,5123 +"2201501015","20140502T000000",430000,4,1.5,1920,10000,"1",0,0,4,7,1070,850,1954,0,"98006",47.5725,-122.133,1450,10836 +"3782760040","20140603T000000",402500,3,3.25,2780,4002,"2",0,0,3,8,2780,0,2009,0,"98019",47.7348,-121.966,1890,4090 +"6613001241","20140811T000000",1.415e+006,4,3,3110,4408,"2.5",0,3,4,10,2510,600,1931,0,"98105",47.6583,-122.27,3250,5669 +"3276980120","20141028T000000",275000,3,2.25,1820,9766,"1",0,0,4,7,1450,370,1987,0,"98031",47.397,-122.203,1860,8236 +"1321400650","20140603T000000",250000,3,2.25,1765,7652,"2",0,0,3,7,1765,0,1996,0,"98003",47.3072,-122.328,1765,7719 +"0643300180","20140523T000000",665000,3,2.75,1800,9550,"1",0,0,4,7,1320,480,1966,0,"98006",47.5679,-122.178,1890,9902 +"0322059210","20150203T000000",425000,3,2.5,2650,144183,"1",0,0,3,8,2650,0,1967,0,"98042",47.4212,-122.144,1940,41210 +"9551201560","20140722T000000",760000,2,1,1410,3600,"1.5",0,0,4,7,1310,100,1925,0,"98103",47.6695,-122.338,1740,4200 +"7202330330","20140814T000000",447000,3,2.5,1650,3076,"2",0,0,3,7,1650,0,2003,0,"98053",47.682,-122.035,1560,3064 +"5153900150","20140708T000000",205000,3,1,1180,8240,"1",0,0,4,7,1180,0,1967,0,"98003",47.3325,-122.321,1180,7840 +"1788700230","20140506T000000",191000,3,1.5,800,8850,"1",0,0,4,6,800,0,1959,0,"98023",47.3266,-122.348,820,8775 +"0049000051","20150316T000000",350000,2,1.75,1430,7921,"1",0,0,3,7,1430,0,1983,0,"98146",47.5088,-122.371,1290,8040 +"3343301393","20150330T000000",789888,5,3.5,3300,7860,"2",0,0,3,9,2410,890,2001,0,"98006",47.5463,-122.192,2540,9920 +"2832100215","20150323T000000",443000,2,1,1220,10170,"1",0,0,3,7,980,240,1948,0,"98125",47.7297,-122.327,1990,9064 +"1980200015","20140929T000000",695000,4,3.5,3530,7202,"2",0,0,3,9,2660,870,2000,0,"98177",47.7339,-122.36,2810,8100 +"1825049013","20150213T000000",560000,4,2,1380,4048,"1.5",0,0,4,7,1380,0,1906,0,"98103",47.6583,-122.344,1440,3956 +"7550800015","20140714T000000",550000,3,1.75,1410,5000,"1",0,0,4,7,810,600,1923,0,"98107",47.6727,-122.395,1760,5000 +"8682230760","20140724T000000",850000,2,2.5,3360,6750,"2",0,0,3,9,3360,0,2004,0,"98053",47.7112,-122.033,2510,6750 +"8645511500","20150420T000000",352750,4,2.75,2270,24237,"1",0,0,4,7,1360,910,1977,0,"98058",47.4672,-122.175,2050,8016 +"8567450220","20140818T000000",550000,4,2.5,2890,9045,"2",0,0,3,8,2890,0,2001,0,"98019",47.7385,-121.965,2840,10114 +"1556200205","20141118T000000",774900,5,1,1750,3861,"1.5",0,0,3,7,1750,0,1903,0,"98122",47.6075,-122.295,1700,4255 +"9476200580","20140710T000000",250000,3,1,1010,8711,"1",0,0,5,6,1010,0,1944,0,"98056",47.4914,-122.186,1250,8053 +"8965410150","20140825T000000",962800,4,2.5,3780,23623,"2",0,0,3,9,3780,0,1997,0,"98006",47.559,-122.118,3370,10210 +"5031300011","20141104T000000",299500,3,1.75,1880,11700,"1",0,0,4,7,1880,0,1968,0,"98092",47.3213,-122.187,2230,35200 +"5101408735","20141103T000000",250000,2,1,800,5220,"1",0,0,3,6,800,0,1943,0,"98125",47.7037,-122.32,1910,5376 +"2623069010","20150116T000000",745000,5,4,4720,493534,"2",0,0,5,9,3960,760,1975,0,"98027",47.4536,-122.009,2160,219542 +"2624089040","20150217T000000",279475,2,1,1060,10600,"1.5",0,0,3,6,1060,0,1968,0,"98065",47.5375,-121.742,1560,21344 +"3345700165","20141202T000000",450000,3,2.25,2530,27227,"2",0,0,3,8,2530,0,1987,0,"98056",47.527,-122.193,2160,30192 +"0379000051","20140826T000000",307700,5,2.25,1980,13132,"1",0,0,4,7,1260,720,1962,0,"98198",47.3984,-122.301,1880,11325 +"0871000155","20141211T000000",665000,3,1,1650,5102,"1",0,0,4,8,1300,350,1953,0,"98199",47.6524,-122.404,1440,5102 +"7852020580","20140724T000000",375000,3,2.75,1890,3930,"2",0,0,3,8,1890,0,1999,0,"98065",47.5337,-121.867,2100,4259 +"7298050110","20150303T000000",420000,4,2.5,3360,11637,"2",0,0,3,11,3360,0,1990,0,"98023",47.3018,-122.342,3530,11205 +"2114700615","20140708T000000",148000,2,1,630,4200,"1",0,0,3,6,630,0,1930,0,"98106",47.5329,-122.348,970,4200 +"0809001965","20140729T000000",707000,3,1.5,1980,4000,"2",0,0,3,8,1980,0,1919,0,"98109",47.6364,-122.351,1980,3600 +"9557200090","20141112T000000",399000,3,1,990,4250,"1",0,0,4,7,840,150,1924,0,"98136",47.5392,-122.39,990,4500 +"5126210360","20141022T000000",570000,4,2.5,3420,115434,"2",0,0,3,9,3420,0,1989,0,"98038",47.3932,-121.988,3250,111513 +"3528000210","20150323T000000",853000,4,2.25,3440,35025,"2",0,0,3,10,3440,0,1988,0,"98053",47.6674,-122.055,3210,35005 +"0424059052","20141222T000000",400000,3,1,1300,14138,"1",0,0,4,7,1300,0,1943,0,"98005",47.593,-122.165,2440,12196 +"0594000115","20140512T000000",615000,2,1.75,2040,28593,"1.5",1,3,4,7,2040,0,1919,1990,"98070",47.3979,-122.465,2040,35124 +"2207100740","20150106T000000",463000,3,1,1250,7700,"1",0,0,4,7,1250,0,1955,0,"98007",47.5974,-122.149,1520,7700 +"7784000100","20140603T000000",600000,4,2.5,1960,14242,"1",0,1,4,8,1290,670,1958,0,"98146",47.4947,-122.369,2490,10907 +"3732800495","20141028T000000",429000,5,2.5,2720,8120,"1",0,0,3,7,1360,1360,1970,0,"98108",47.557,-122.308,2020,8120 +"2025059131","20140904T000000",980000,4,4.25,3250,11780,"2",0,0,3,8,2360,890,1944,2001,"98004",47.6322,-122.203,1800,9000 +"6699000740","20150421T000000",359500,6,3.75,3190,4700,"2",0,0,3,8,3190,0,2003,0,"98042",47.3724,-122.105,2680,5640 +"8651610580","20141107T000000",715000,4,2.5,2570,7980,"2",0,0,3,9,2570,0,1998,0,"98074",47.6378,-122.065,2760,6866 +"5412300100","20150325T000000",240000,3,1.75,1420,6984,"1",0,0,4,7,980,440,1980,0,"98030",47.3748,-122.18,1430,7875 +"8096600100","20141215T000000",455000,4,2,2120,9442,"1",0,0,5,7,1060,1060,1968,0,"98011",47.7675,-122.226,1290,9600 +"0722079015","20141017T000000",610000,3,2.5,2080,167270,"1",0,0,3,7,2080,0,2000,0,"98038",47.4032,-121.963,2080,55321 +"0339350150","20150311T000000",675000,3,2.75,2740,5735,"2",0,0,3,9,2740,0,2004,0,"98052",47.6862,-122.093,2210,5026 +"2560805440","20150129T000000",283500,3,1.75,1250,5375,"1",0,0,3,7,1250,0,1985,0,"98198",47.3787,-122.323,1320,6258 +"7131300047","20140826T000000",235000,2,1,2150,4500,"1.5",0,0,3,7,1260,890,1917,0,"98118",47.5158,-122.267,1590,5010 +"3459600180","20140626T000000",827000,4,2.5,3230,12100,"1",0,0,3,9,1870,1360,1977,0,"98006",47.562,-122.146,2670,10200 +"7663700663","20140910T000000",353000,2,1,860,8511,"1",0,0,3,7,860,0,1949,0,"98125",47.7312,-122.3,1554,8499 +"5415350770","20140923T000000",747500,4,2.5,2810,11902,"2",0,0,4,9,2810,0,1993,0,"98059",47.5303,-122.143,2990,10754 +"3083000940","20150412T000000",341000,2,1,1040,4000,"1",0,0,3,6,1040,0,1914,0,"98144",47.5753,-122.303,1740,4000 +"1670400090","20141124T000000",182000,3,1,1160,18055,"1",0,0,2,5,1160,0,1950,0,"98168",47.4772,-122.269,1340,10324 +"2781250610","20141202T000000",250000,3,2,1470,2781,"2",0,0,3,6,1470,0,2003,0,"98038",47.349,-122.024,1360,3008 +"3764500090","20140521T000000",655000,4,3.5,2350,13402,"2",0,3,3,8,1670,680,1994,0,"98033",47.6947,-122.19,2250,9474 +"7401000040","20140507T000000",405000,3,2.25,1660,8307,"1",0,0,4,8,1660,0,1961,0,"98133",47.7575,-122.352,2510,7800 +"4323700230","20140818T000000",390000,4,1.75,2020,9750,"1",0,0,3,7,1100,920,1975,0,"98074",47.6192,-122.055,1670,9600 +"3500100047","20141008T000000",275400,2,1,890,8180,"1",0,0,3,7,890,0,1947,0,"98155",47.737,-122.3,1130,8180 +"3885807362","20140604T000000",791000,3,2.25,2430,5500,"2",0,0,3,8,1810,620,1989,0,"98033",47.6812,-122.196,2040,5500 +"7199340650","20140508T000000",424500,3,1.75,1460,7700,"1",0,0,3,7,1460,0,1979,0,"98052",47.6981,-122.127,1720,7280 +"5014000120","20140617T000000",430000,3,1,980,7200,"1",0,0,4,7,980,0,1950,0,"98116",47.5718,-122.395,1180,6572 +"3758900037","20150505T000000",865000,4,2.5,2580,10631,"2",0,2,4,9,2580,0,1992,0,"98033",47.6993,-122.206,4220,10631 +"2724201202","20150304T000000",163000,2,2,1250,7543,"1",0,0,3,7,1250,0,1962,0,"98198",47.4051,-122.296,1250,7506 +"7855600730","20140908T000000",920000,4,2.75,3140,9085,"1",0,2,5,8,1570,1570,1961,0,"98006",47.5675,-122.16,2430,9350 +"7151700360","20141211T000000",1.02895e+006,5,3.25,2680,3011,"2",0,0,3,9,1870,810,1910,2014,"98122",47.6115,-122.287,3440,5165 +"3811300090","20140724T000000",325000,3,1.75,1810,8048,"1",0,0,4,7,1290,520,1983,0,"98055",47.4484,-122.194,1550,9081 +"0538000450","20140603T000000",315000,5,2.5,2090,4698,"2",0,0,3,7,2090,0,1998,0,"98038",47.3538,-122.025,2070,4698 +"6303400475","20140911T000000",227000,4,1,1120,8763,"1",0,0,3,6,1120,0,1971,0,"98146",47.508,-122.358,1120,8636 +"3388110230","20140729T000000",179000,4,1.75,1790,7175,"1.5",0,0,3,6,1410,380,1900,0,"98168",47.4963,-122.318,1790,8417 +"9834201215","20141009T000000",276000,2,1,870,2676,"1",0,0,3,7,820,50,2004,0,"98144",47.5702,-122.287,1500,1719 +"0844000375","20150303T000000",335000,4,1.5,3160,19745,"1.5",0,0,4,6,1840,1320,1968,0,"98010",47.3103,-122.006,1540,8611 +"3816700150","20141114T000000",430000,3,2,2350,12480,"1",0,0,3,7,1600,750,1981,0,"98028",47.7661,-122.262,2160,12000 +"7237301210","20141118T000000",266490,3,2.5,1810,4113,"2",0,0,3,7,1810,0,2004,0,"98042",47.3715,-122.126,1880,4465 +"0130000175","20140806T000000",655000,4,2.75,3160,8197,"1",0,0,3,8,1580,1580,1962,0,"98115",47.7004,-122.287,2050,8197 +"9468200175","20141114T000000",635500,3,2,1660,3600,"1",0,0,3,7,1000,660,1939,2006,"98103",47.6789,-122.351,1700,4356 +"8643200061","20140626T000000",235000,5,2.5,2500,9583,"1",0,0,3,7,1300,1200,1979,0,"98198",47.3946,-122.312,2120,19352 +"7805460760","20150427T000000",885000,3,2.5,2880,11443,"2",0,0,4,9,2880,0,1986,0,"98006",47.5633,-122.111,2840,12530 +"6713700155","20140818T000000",352500,3,1,1470,8400,"1",0,0,4,7,1470,0,1953,0,"98133",47.7628,-122.354,1470,8400 +"3236500220","20140709T000000",450000,3,2.5,1460,7573,"2",0,0,3,8,1460,0,1983,0,"98007",47.6012,-122.141,1910,7668 +"3625049042","20141011T000000",3.635e+006,5,6,5490,19897,"2",0,0,3,12,5490,0,2005,0,"98039",47.6165,-122.236,2910,17600 +"7935000450","20140919T000000",1.05e+006,3,2.25,2480,15022,"1",0,4,3,9,1330,1150,1967,2003,"98136",47.5497,-122.396,2500,8178 +"1324300018","20141121T000000",476000,2,2.25,1140,1332,"3",0,0,3,8,1140,0,1999,0,"98103",47.6543,-122.356,1140,1267 +"4123820450","20140507T000000",375000,3,2.5,1830,13042,"2",0,0,3,8,1830,0,1990,0,"98038",47.3738,-122.042,1940,6996 +"9325200120","20140909T000000",600600,4,3.5,3110,6829,"2",0,0,3,8,3110,0,2014,0,"98148",47.4349,-122.328,2910,7425 +"3918400097","20141117T000000",567000,4,1.75,2630,11213,"1",0,2,4,8,1430,1200,1948,0,"98177",47.7158,-122.366,2240,15186 +"8126300410","20140725T000000",650000,4,1.75,2390,12000,"1",0,0,3,8,1470,920,1979,0,"98052",47.7061,-122.163,2110,12000 +"7227800040","20140604T000000",190000,5,2,1750,10284,"1",0,0,4,5,1750,0,1943,0,"98056",47.5094,-122.182,1560,9010 +"1020069042","20141001T000000",858000,4,3.5,4370,422967,"1",0,2,4,10,2580,1790,1978,0,"98022",47.2332,-122.029,3260,422967 +"3213200245","20150115T000000",435500,1,1.75,1020,4512,"1",0,0,3,7,770,250,1937,0,"98115",47.6724,-122.266,1230,5029 +"0455000760","20150311T000000",685000,3,2,2500,6733,"1",0,0,3,8,1770,730,1979,0,"98107",47.6691,-122.36,1770,6343 +"0104510230","20141119T000000",252000,3,2,1540,7210,"2",0,0,4,7,1540,0,1984,0,"98023",47.3128,-122.351,1500,7210 +"4140090110","20140912T000000",512500,4,2.25,2200,6900,"2",0,0,4,8,2200,0,1975,0,"98028",47.7682,-122.261,2400,6900 +"6072500490","20140801T000000",423800,3,2.5,1940,7415,"2",0,0,3,8,1940,0,1965,0,"98006",47.542,-122.176,1940,8425 +"6705120100","20150504T000000",460000,3,2.25,1453,2225,"2",0,0,4,8,1453,0,1986,0,"98006",47.5429,-122.188,1860,2526 +"3764390100","20140722T000000",434000,3,2.75,1830,3200,"2",0,0,3,8,1830,0,1991,0,"98034",47.7155,-122.218,2030,3331 +"2988800011","20150414T000000",244000,3,1,2000,15900,"1",0,0,3,6,1000,1000,1948,0,"98178",47.4816,-122.233,1760,10500 +"1073100065","20150217T000000",348125,3,1,1400,8451,"1.5",0,0,3,7,1400,0,1953,0,"98133",47.7719,-122.337,1590,8433 +"1136100062","20140509T000000",585000,4,3.25,2400,29252,"2",0,0,4,8,2400,0,1982,0,"98072",47.743,-122.131,2280,45000 +"3356402020","20140508T000000",230000,3,1,1390,16000,"1",0,0,4,6,1390,0,1960,0,"98001",47.2898,-122.251,1420,10000 +"8039900180","20140805T000000",450000,3,2,1680,11250,"1",0,0,4,8,1680,0,1967,0,"98045",47.4861,-121.786,1760,12160 +"4174600391","20150323T000000",393000,5,2,1820,5054,"1",0,0,4,7,910,910,1970,0,"98108",47.5547,-122.299,1180,5628 +"6865200981","20141221T000000",517000,2,1,1140,3750,"1",0,0,4,7,1140,0,1925,0,"98103",47.6619,-122.343,1660,4000 +"1236900090","20140915T000000",400000,3,1,1060,12690,"1",0,0,3,7,1060,0,1969,0,"98033",47.6736,-122.167,1920,10200 +"0925069152","20150304T000000",890000,2,1.75,3050,50965,"2",0,0,3,10,3050,0,1991,0,"98053",47.6744,-122.05,3050,40107 +"9456200405","20150310T000000",205950,3,1,970,11963,"1",0,0,4,6,970,0,1970,0,"98198",47.3776,-122.315,1210,11963 +"2420069220","20141203T000000",209000,3,1,1320,3954,"1.5",0,0,3,6,1320,0,1912,2014,"98022",47.202,-121.994,1270,5184 +"6381501965","20140612T000000",430000,4,1.75,1890,6000,"1",0,0,4,6,1110,780,1947,0,"98125",47.7274,-122.305,1560,6356 +"9191201325","20150301T000000",534000,4,1.75,2040,2750,"1.5",0,0,4,6,1260,780,1926,0,"98105",47.6698,-122.3,1940,3750 +"9547202245","20140627T000000",735000,4,3,2370,3672,"1.5",0,0,5,7,1650,720,1916,0,"98115",47.678,-122.311,2140,4182 +"1924069115","20150224T000000",873000,3,2.25,2720,54450,"2",0,0,3,11,2720,0,1997,0,"98027",47.5473,-122.092,3170,60548 +"8121200970","20141118T000000",475000,4,2.25,1970,7532,"1",0,0,3,8,1390,580,1983,0,"98052",47.7219,-122.109,1970,8248 +"0323049176","20140530T000000",325000,3,1.75,2180,10230,"1",0,0,4,7,1090,1090,1961,0,"98118",47.5158,-122.281,2130,7200 +"0826079047","20140814T000000",500000,3,2.25,2990,216057,"2",0,0,3,9,2990,0,1994,0,"98019",47.754,-121.942,2840,215622 +"8078550610","20150120T000000",279000,4,2.75,2180,8475,"1",0,0,4,7,1330,850,1987,0,"98031",47.4045,-122.174,1500,7140 +"3904930530","20150414T000000",350000,3,2,1440,5469,"1",0,0,3,8,1440,0,1988,0,"98029",47.5753,-122.017,1980,6198 +"7504020970","20150421T000000",660000,4,2.25,3180,13653,"2",0,0,3,9,3180,0,1978,0,"98074",47.6316,-122.05,2910,12350 +"8642600090","20150218T000000",324950,2,1.5,1643,14616,"1",0,1,4,7,1643,0,1954,0,"98198",47.3973,-122.312,2270,9940 +"2239000011","20150127T000000",500000,4,2,1530,7816,"1",0,0,3,7,1530,0,1955,0,"98133",47.7309,-122.332,1480,7816 +"9382200121","20140718T000000",187300,2,1,1310,7697,"1",0,0,3,6,850,460,1950,0,"98146",47.4982,-122.348,1270,6410 +"7942601475","20140520T000000",345600,5,3.5,2800,5120,"2.5",0,0,3,9,2800,0,1903,2005,"98122",47.6059,-122.31,1780,5120 +"7375300100","20141124T000000",400000,3,1.5,1510,7642,"1",0,0,3,7,1510,0,1959,0,"98008",47.5978,-122.116,2180,8357 +"7974200457","20150122T000000",935000,5,3,2700,5001,"2",0,0,3,10,2700,0,2009,0,"98115",47.6811,-122.288,1610,5191 +"0923059206","20140715T000000",374000,4,1.75,2220,15600,"1",0,0,5,7,1140,1080,1963,0,"98056",47.492,-122.166,1670,4800 +"0782700150","20140609T000000",328000,3,1.75,1440,45302,"2",0,0,3,7,1440,0,1977,0,"98019",47.7078,-121.915,2080,49658 +"2144800146","20140826T000000",257500,3,2,1300,9334,"1",0,0,5,7,1300,0,1981,0,"98178",47.4865,-122.238,2210,9636 +"1337800220","20140908T000000",1.003e+006,4,2.5,2230,3600,"2",0,0,5,8,1630,600,1906,0,"98112",47.6304,-122.309,2410,4800 +"3530410081","20140626T000000",216500,2,1.75,1390,4482,"1",0,0,4,8,1390,0,1980,0,"98198",47.3785,-122.32,1390,4680 +"1525059198","20140521T000000",1.185e+006,3,2.25,2760,40946,"2",0,0,5,10,2760,0,1978,0,"98005",47.6501,-122.164,3030,42253 +"8665000040","20140730T000000",360000,4,2.5,3200,7282,"2",0,0,3,9,3200,0,2007,0,"98188",47.4318,-122.286,3030,7290 +"5016001619","20150122T000000",699999,3,0.75,1240,4000,"1",0,0,4,7,1240,0,1968,0,"98112",47.6239,-122.297,1460,4000 +"0826069184","20141002T000000",535000,3,2.5,1960,47044,"2",0,0,4,8,1960,0,1978,0,"98077",47.7573,-122.07,2020,29004 +"0123039147","20150319T000000",464950,3,2,2190,19800,"1",0,0,3,7,2190,0,1994,0,"98146",47.5106,-122.365,1640,9719 +"8089510150","20141202T000000",925000,4,2.5,3540,18168,"2",0,0,3,10,3540,0,1996,0,"98006",47.5441,-122.131,4130,11180 +"8818400450","20140508T000000",930000,3,3.25,2640,4080,"2",0,0,3,9,1840,800,1912,2000,"98105",47.6636,-122.326,1990,4080 +"6324000115","20140922T000000",727500,3,2,2660,5000,"1.5",0,3,3,8,1940,720,1910,0,"98116",47.5829,-122.382,2270,5000 +"1133000694","20150312T000000",325000,4,1.75,1670,9500,"1",0,0,3,7,1670,0,1976,0,"98125",47.7254,-122.31,1620,9500 +"4441300325","20140905T000000",695000,3,3.25,3080,12100,"2",0,0,3,8,2080,1000,1984,0,"98117",47.695,-122.399,2100,6581 +"3288301010","20140625T000000",585000,4,2.75,2890,6825,"1",0,0,3,8,1560,1330,1973,0,"98034",47.734,-122.182,1900,10120 +"8125200481","20140926T000000",319000,3,2.25,1800,9597,"1",0,2,3,7,1200,600,1963,0,"98188",47.4516,-122.267,1700,13502 +"8857600540","20150106T000000",265000,6,2.5,2000,7650,"1.5",0,0,4,7,1790,210,1960,0,"98032",47.3841,-122.288,1710,7650 +"1901600090","20140626T000000",359000,5,1.75,1940,6654,"1.5",0,0,4,7,1940,0,1953,0,"98166",47.4663,-122.359,2300,9500 +"1901600090","20150426T000000",390000,5,1.75,1940,6654,"1.5",0,0,4,7,1940,0,1953,0,"98166",47.4663,-122.359,2300,9500 +"9144300120","20150128T000000",374500,3,1,960,9531,"1",0,0,5,7,960,0,1969,0,"98072",47.7619,-122.162,1670,9250 +"3401700031","20140822T000000",661000,2,1.5,1750,46173,"2",0,0,4,8,1750,0,1964,0,"98072",47.7397,-122.126,2220,42224 +"5332200375","20141203T000000",900000,3,2.5,2320,5000,"2",0,0,3,8,1620,700,1907,1993,"98112",47.6278,-122.292,2160,5000 +"8582400015","20150413T000000",600000,5,2.5,2380,8204,"1",0,0,3,8,1540,840,1957,0,"98115",47.7,-122.287,2270,8204 +"4131900042","20140516T000000",2e+006,5,4.25,6490,10862,"2",0,3,4,11,3940,2550,1991,0,"98040",47.5728,-122.205,3290,14080 +"3964400120","20150508T000000",512500,4,1.75,1620,4240,"1.5",0,0,5,7,1620,0,1916,0,"98144",47.5746,-122.311,1450,4240 +"2212600040","20140604T000000",229500,3,1.75,1770,33224,"1",0,0,4,8,1770,0,1968,0,"98092",47.3377,-122.194,1690,22069 +"8562750300","20140731T000000",589000,3,2.5,2320,5663,"2",0,0,3,8,2320,0,2003,0,"98027",47.539,-122.07,2500,4500 +"2705600067","20150323T000000",539950,3,2.5,1330,2183,"3",0,0,3,8,1330,0,2014,0,"98117",47.6987,-122.365,1310,5000 +"3023049143","20141020T000000",640000,4,2.5,3420,21344,"2",0,0,3,9,3420,0,2002,0,"98166",47.45,-122.334,2110,21344 +"8944300110","20150108T000000",218250,3,1,1270,7344,"1",0,0,3,7,970,300,1967,0,"98023",47.305,-122.371,1290,7300 +"7277100395","20150225T000000",675000,4,3.5,2550,3600,"2",0,2,3,8,1880,670,1997,0,"98177",47.7709,-122.39,2090,6000 +"9407001830","20140717T000000",338000,5,2,1860,9000,"2",0,0,3,7,1860,0,1980,0,"98045",47.4484,-121.772,1390,9752 +"4406000620","20150331T000000",231750,3,1,1020,7615,"1",0,0,3,7,1020,0,1981,0,"98058",47.4292,-122.152,1470,9515 +"2414600366","20141114T000000",199900,1,1,720,7140,"1",0,0,3,6,720,0,1930,0,"98146",47.5119,-122.339,1140,7577 +"0098000870","20141001T000000",1.059e+006,4,3.5,4460,16271,"2",0,2,3,11,4460,0,2001,0,"98075",47.5862,-121.97,4540,17122 +"9211500230","20141002T000000",263000,4,2.75,1830,7315,"1",0,0,5,7,1250,580,1979,0,"98023",47.2989,-122.38,1730,7208 +"3600600065","20140820T000000",279950,3,1.5,1520,7200,"1",0,0,4,7,1160,360,1990,0,"98198",47.3855,-122.302,1460,7200 +"7177300090","20140520T000000",395000,3,1.5,1080,2940,"1.5",0,0,4,7,1080,0,1920,0,"98115",47.6832,-122.304,1400,4930 +"6664900410","20140626T000000",252500,3,2,1900,8002,"1",0,0,3,7,1900,0,1991,0,"98023",47.2909,-122.352,1900,6086 +"1853000530","20150312T000000",1.15e+006,4,3.75,5300,37034,"2",0,0,3,11,5300,0,1989,0,"98077",47.7283,-122.076,3730,37034 +"3751604653","20140826T000000",205000,3,1,1370,10708,"1",0,0,3,7,1370,0,1969,0,"98001",47.2769,-122.264,1770,14482 +"8563001130","20140828T000000",654000,5,2.5,2960,8968,"1",0,0,4,8,1640,1320,1965,0,"98008",47.6233,-122.102,1890,9077 +"1324079029","20150317T000000",200000,3,1,960,213008,"1",0,0,2,6,960,0,1933,0,"98024",47.5621,-121.862,1520,57499 +"1236300214","20140722T000000",700000,3,2.5,2190,7982,"2",0,0,3,8,2190,0,2004,0,"98033",47.6869,-122.187,2090,8888 +"2525049086","20141003T000000",2.72e+006,4,3.25,3990,18115,"2",0,0,4,11,3990,0,1989,0,"98039",47.6177,-122.229,3450,16087 +"8822900115","20141209T000000",306000,2,1.75,1200,2622,"1",0,0,5,7,800,400,1956,0,"98125",47.7175,-122.292,1310,1926 +"3832080610","20150406T000000",270000,3,2.5,1780,5015,"2",0,0,3,7,1780,0,2010,0,"98042",47.3352,-122.052,2010,5250 +"1657300450","20141029T000000",340000,3,2.25,2630,9916,"2",0,0,4,9,2630,0,1988,0,"98092",47.3314,-122.202,2470,10810 +"1151100035","20140611T000000",450000,4,2.5,2300,19250,"1",0,0,4,7,2300,0,1955,0,"98045",47.4793,-121.776,1460,19250 +"3876311490","20140724T000000",580000,4,2.75,3210,6825,"1",0,0,5,7,1810,1400,1975,0,"98034",47.7338,-122.169,1840,8000 +"9297300590","20141103T000000",435000,4,1.75,2290,4400,"1",0,3,3,7,1290,1000,1959,0,"98126",47.5698,-122.375,1820,4000 +"3260350100","20140818T000000",690000,4,2.5,2780,4688,"2",0,0,3,9,2780,0,2003,0,"98059",47.5225,-122.156,3000,6029 +"3886902615","20140617T000000",720000,4,2.5,2650,11520,"2",0,0,3,8,2110,540,1988,0,"98033",47.683,-122.187,2000,7680 +"2193300620","20150217T000000",403000,3,2.25,1840,13020,"1",0,0,3,8,1390,450,1980,0,"98052",47.6923,-122.095,2210,13020 +"7016100120","20140612T000000",440000,3,2.75,1560,7392,"1",0,0,5,7,1030,530,1972,0,"98011",47.7382,-122.182,1870,7520 +"8857600220","20141023T000000",178500,3,1,1200,8470,"1",0,0,5,7,1200,0,1961,0,"98032",47.3864,-122.287,1200,7952 +"1645000580","20141002T000000",270000,4,2.5,1900,8282,"1",0,0,3,7,1900,0,1968,1997,"98022",47.2089,-122.003,1420,8350 +"4337600205","20141112T000000",129888,2,1,710,9900,"1",0,0,3,6,710,0,1943,0,"98166",47.479,-122.339,1070,9900 +"1545805730","20150218T000000",260000,3,1.75,1360,15210,"1",0,0,3,7,1360,0,1987,0,"98038",47.3657,-122.047,1610,7800 +"8650100120","20140829T000000",339950,5,2.5,2990,7292,"2",0,0,4,8,2990,0,1990,0,"98042",47.3604,-122.091,2150,8190 +"4047200820","20140822T000000",250000,3,1,1640,26127,"2",0,0,3,6,1640,0,1975,0,"98019",47.7656,-121.905,1620,25788 +"1822059156","20150114T000000",680000,3,3.5,3650,103672,"1",0,0,3,10,2050,1600,2011,0,"98031",47.4002,-122.217,2550,16140 +"8812401450","20141229T000000",660000,10,3,2920,3745,"2",0,0,4,7,1860,1060,1913,0,"98105",47.6635,-122.32,1810,3745 +"1854750090","20140716T000000",1.225e+006,3,3.5,3680,11491,"2",0,2,3,11,3680,0,1999,0,"98007",47.5647,-122.128,3710,10030 +"6071200455","20140523T000000",550000,3,2,1830,9152,"1",0,0,5,8,1830,0,1959,0,"98006",47.5531,-122.181,1770,9220 +"6790200110","20150102T000000",675000,5,2.75,2570,12906,"2",0,0,3,8,2570,0,1987,0,"98075",47.5814,-122.05,2580,12927 +"6710100131","20150410T000000",981000,3,3.25,2730,9588,"2",0,1,3,10,1900,830,1984,0,"98052",47.6339,-122.09,2730,12736 +"8856004415","20150325T000000",168000,3,1,1150,8000,"1.5",0,0,4,6,1150,0,1913,1957,"98001",47.2749,-122.252,1170,9600 +"3276940100","20140522T000000",1e+006,4,3,4260,18687,"2",0,0,3,11,4260,0,1996,0,"98075",47.5874,-121.982,3490,16772 +"9407100300","20150401T000000",320000,3,1,1260,9600,"1",0,0,3,7,1260,0,1970,1995,"98045",47.4444,-121.762,1530,9790 +"1224049095","20150204T000000",959000,6,3.25,4440,17424,"1",0,1,4,9,2220,2220,1959,0,"98040",47.5791,-122.23,2660,10768 +"7899800586","20150409T000000",372000,4,1,2300,7680,"1",0,0,3,7,1270,1030,1959,0,"98106",47.524,-122.359,1840,5120 +"2607730110","20140707T000000",391500,3,2.5,1920,9625,"2",0,0,3,8,1920,0,1993,0,"98045",47.4876,-121.8,1920,10343 +"1781500180","20150327T000000",390000,2,1,1080,4725,"1.5",0,0,3,7,1080,0,1944,0,"98126",47.5275,-122.381,1520,4961 +"2341800195","20141106T000000",302000,2,1,890,5000,"1",0,0,4,6,890,0,1947,0,"98118",47.5526,-122.287,1160,5000 +"0052000067","20141103T000000",495000,3,3.5,1650,1577,"2",0,0,3,7,1100,550,2012,0,"98109",47.6302,-122.344,1580,1280 +"1972202023","20140904T000000",504500,3,2.5,1820,1545,"3",0,2,3,8,1640,180,1998,0,"98103",47.6523,-122.346,1440,1290 +"2919700540","20150318T000000",555000,4,1.75,2320,4800,"1.5",0,0,3,7,2170,150,1918,0,"98117",47.6893,-122.365,1390,4800 +"6613000375","20150317T000000",1.55e+006,4,3.5,3260,5000,"2",0,0,5,9,2630,630,1937,0,"98105",47.6598,-122.273,2600,5000 +"2391600735","20140909T000000",550000,3,1.5,1730,5750,"1",0,0,3,7,1250,480,1947,0,"98116",47.5645,-122.397,1370,5750 +"1337300145","20140721T000000",1.8e+006,4,2.5,3320,8325,"2.5",0,0,5,10,3320,0,1905,0,"98112",47.6263,-122.314,3680,6050 +"9164100035","20150429T000000",655000,1,1,1660,5422,"1",0,0,4,7,830,830,1908,0,"98117",47.6821,-122.388,1100,5356 +"0821069025","20150213T000000",685000,3,2.5,3290,90796,"2",0,0,4,10,3290,0,1992,0,"98042",47.3154,-122.079,2700,55023 +"1566100555","20150501T000000",721000,4,2,2280,8339,"1",0,0,4,7,1220,1060,1954,0,"98115",47.6986,-122.297,1970,8340 +"2397100705","20140714T000000",1.51863e+006,4,4.25,3650,5328,"1.5",0,0,3,9,2330,1320,1907,2014,"98119",47.638,-122.362,1710,3600 +"0822069066","20150223T000000",365000,4,2.5,1620,219542,"2",0,0,3,7,1620,0,1980,0,"98038",47.4014,-122.069,2240,217800 +"3834000820","20140613T000000",458000,3,2,2020,8555,"1",0,0,4,7,1220,800,1957,0,"98125",47.7278,-122.287,1600,8148 +"1432700880","20150409T000000",280000,2,1,1150,12861,"1",0,0,3,6,1150,0,1959,0,"98058",47.4493,-122.171,1170,7574 +"3658700395","20150409T000000",628000,4,1.75,1940,3060,"1",0,0,4,7,1000,940,1911,0,"98115",47.6786,-122.317,1320,3060 +"1564000410","20150218T000000",781500,4,2.5,3440,6332,"2",0,0,3,10,3440,0,2001,0,"98059",47.5347,-122.155,3310,6528 +"0984100450","20140624T000000",295000,3,1.75,2000,7560,"1",0,0,4,7,1300,700,1968,0,"98058",47.4346,-122.171,1900,8301 +"4449800063","20150403T000000",435000,2,1,750,2786,"1",0,0,5,7,750,0,1947,0,"98117",47.6892,-122.393,1700,4653 +"7694600201","20150322T000000",300000,3,1.75,1420,7200,"1",0,0,3,7,1000,420,1979,0,"98146",47.5069,-122.367,1550,8640 +"0844001145","20150326T000000",208500,2,1,880,4814,"1",0,0,4,5,880,0,1906,0,"98010",47.3107,-121.999,1010,6160 +"8682281960","20140603T000000",930000,2,2.5,2680,11214,"1",0,0,3,9,2680,0,2006,0,"98053",47.7078,-122.019,2305,6908 +"1604600790","20150211T000000",316000,2,2,860,3000,"1",0,0,3,6,860,0,1906,0,"98118",47.5633,-122.288,1290,3500 +"1796380330","20140623T000000",249900,3,2,1310,6738,"1",0,0,4,7,1310,0,1990,0,"98042",47.3694,-122.083,1290,8067 +"3416600490","20140731T000000",675000,3,2.25,1780,4252,"2",0,0,4,8,1540,240,1989,0,"98144",47.6004,-122.292,2220,4000 +"3904901520","20141030T000000",447000,3,2.25,1440,4667,"2",0,0,3,7,1440,0,1985,0,"98029",47.5662,-122.017,1610,4756 +"1556200155","20150417T000000",675000,3,2,1510,3817,"1.5",0,0,3,8,1510,0,1905,1994,"98122",47.6088,-122.294,1510,3817 +"0567000401","20150421T000000",546000,4,2.5,2100,1397,"3",0,0,3,8,1580,520,2008,0,"98144",47.5928,-122.295,1490,1201 +"6450300673","20141231T000000",310000,3,2,1310,1361,"3",0,0,3,7,1310,0,2003,0,"98133",47.7337,-122.343,1370,1608 +"4440400155","20150106T000000",190000,3,1,1280,5100,"1",0,0,3,7,880,400,1961,0,"98178",47.5035,-122.259,1360,6120 +"2450000165","20140618T000000",650000,3,1.5,1320,8114,"1",0,0,3,8,1320,0,1951,0,"98004",47.5827,-122.195,2110,8114 +"9828701605","20141002T000000",585000,3,2.5,1740,2350,"2",0,0,3,8,1130,610,1995,0,"98112",47.6207,-122.297,1740,3201 +"0856000985","20141106T000000",1.4308e+006,4,2.5,2910,7364,"2",0,0,3,10,2910,0,2003,0,"98033",47.6906,-122.213,2480,8400 +"7504100360","20150112T000000",565000,4,2.5,2500,12090,"1",0,0,3,9,2500,0,1983,0,"98074",47.6346,-122.045,3380,12760 +"7883606725","20141111T000000",174900,3,1,1100,6000,"1.5",0,0,2,6,1100,0,1926,0,"98108",47.5279,-122.318,960,5880 +"2926049564","20140924T000000",360000,3,2.25,1381,1180,"3",0,0,3,8,1381,0,2007,0,"98125",47.711,-122.32,1381,1180 +"7418700040","20150429T000000",234000,3,1,960,9624,"1",0,0,3,7,960,0,1953,0,"98155",47.7758,-122.301,1540,9624 +"3756900027","20141125T000000",575000,8,3,3840,15990,"1",0,0,3,7,2530,1310,1961,0,"98034",47.7111,-122.211,1380,8172 +"7237300610","20150303T000000",315000,3,2.5,2200,5954,"2",0,0,3,7,2200,0,2004,0,"98042",47.3709,-122.125,2200,5046 +"1312900180","20150325T000000",225000,3,1,1250,7820,"1",0,0,3,7,1250,0,1967,0,"98001",47.3397,-122.291,1300,7920 +"3824100211","20140626T000000",370000,3,1.5,2380,14500,"1",0,0,4,7,1850,530,1961,0,"98028",47.7714,-122.256,1830,13600 +"0455000395","20140523T000000",606000,3,1,1500,3920,"1",0,0,3,7,1000,500,1947,0,"98107",47.6718,-122.359,1640,4017 +"2472950120","20140603T000000",272500,3,2,1410,7622,"1",0,0,4,7,1410,0,1983,0,"98058",47.4273,-122.147,1830,8330 +"7977201709","20150323T000000",475000,3,1.75,1680,3420,"1",0,0,3,7,960,720,1992,0,"98115",47.6855,-122.291,1680,4080 +"5095400040","20140605T000000",270000,3,1,1500,13500,"1",0,0,4,7,1500,0,1968,0,"98059",47.4666,-122.072,1350,13680 +"2324039152","20140818T000000",624000,4,1.75,2710,9216,"1",0,0,3,8,1440,1270,1961,0,"98126",47.5523,-122.379,1960,6350 +"1442300035","20140702T000000",355000,3,1.75,1730,7416,"1.5",0,0,3,7,1730,0,1954,0,"98133",47.76,-122.349,1390,6490 +"6145601725","20141104T000000",345000,3,1,960,3844,"1",0,0,3,7,960,0,1972,0,"98133",47.7027,-122.346,1020,3844 +"7137950210","20141120T000000",342000,4,2.5,2380,7792,"2",0,0,3,8,2380,0,1993,0,"98092",47.3273,-122.173,2260,7378 +"2720069019","20141103T000000",316000,3,1.75,1120,98445,"1.5",0,2,4,7,1120,0,1917,0,"98022",47.1853,-122.017,1620,34200 +"1560920040","20140731T000000",539950,4,2.5,2960,37430,"2",0,0,3,9,2960,0,1990,0,"98038",47.3988,-122.023,2800,36384 +"7812801785","20150218T000000",221347,3,2,1580,6655,"1",0,0,3,6,790,790,1944,0,"98178",47.4927,-122.248,1090,6655 +"8860500300","20140718T000000",330000,3,2.5,1870,4657,"2",0,0,3,8,1870,0,2000,0,"98055",47.4615,-122.214,2290,4795 +"6142100090","20140718T000000",279000,4,2.5,1810,13000,"1",0,0,4,8,1470,340,1977,0,"98022",47.2202,-121.993,1850,13000 +"4083302225","20141014T000000",850000,4,3,2550,3784,"1.5",0,0,4,8,1750,800,1900,0,"98103",47.6559,-122.338,2100,4560 +"2591700037","20150212T000000",746000,3,1.75,1910,12321,"1",0,0,4,7,1100,810,1952,0,"98004",47.5995,-122.198,1910,11761 +"5458300580","20141001T000000",478000,2,2,1200,1867,"1",0,0,3,7,600,600,1924,1998,"98109",47.627,-122.345,1790,2221 +"3362400650","20150116T000000",820000,4,2.75,2420,4635,"1.5",0,0,5,7,2420,0,1905,0,"98103",47.682,-122.347,1590,3150 +"5553300375","20140820T000000",2.16e+006,3,3.5,3080,6495,"2",0,3,3,11,2530,550,1996,2006,"98199",47.6321,-122.393,4120,8620 +"2024059111","20141023T000000",820000,3,3,3850,38830,"2",0,1,3,10,3850,0,2000,0,"98006",47.5535,-122.191,2970,14050 +"6649900090","20150418T000000",887000,3,2,3000,22040,"2",0,2,4,8,2470,530,1942,0,"98177",47.7745,-122.368,2600,7947 +"3356403400","20140724T000000",159000,3,1,1360,20000,"1",0,0,4,7,1360,0,1953,0,"98001",47.2861,-122.253,1530,9997 +"2771604190","20140617T000000",824000,7,4.25,3670,4000,"2",0,1,3,8,2800,870,1964,0,"98199",47.6375,-122.388,2010,4000 +"6638900265","20140925T000000",812000,4,2.5,2270,5000,"2",0,0,3,9,2270,0,2014,0,"98117",47.6916,-122.37,1210,5000 +"8731960540","20141215T000000",242000,4,2.5,1750,11400,"2",0,0,4,7,1750,0,1975,0,"98023",47.3149,-122.386,1890,9024 +"7853301400","20140520T000000",625000,4,2.5,3550,8048,"2",0,0,3,9,3550,0,2007,0,"98065",47.5422,-121.888,3920,7871 +"0123039176","20141212T000000",399888,4,1,2370,30200,"1.5",0,0,4,7,1570,800,1948,0,"98146",47.5108,-122.366,1640,9719 +"4178500150","20140922T000000",289000,3,2.25,1670,6600,"2",0,0,4,7,1670,0,1990,0,"98042",47.3604,-122.089,1670,6801 +"7702600930","20140804T000000",400000,3,2,1860,12944,"1",0,0,3,9,1860,0,2002,0,"98058",47.4298,-122.102,2500,29279 +"3892500150","20140521T000000",1.55e+006,3,2.5,4460,26027,"2",0,0,3,12,4460,0,1992,0,"98033",47.6573,-122.173,3770,26027 +"6021500970","20140528T000000",345000,2,1,1080,4000,"1",0,0,3,7,1080,0,1940,0,"98117",47.6902,-122.387,1530,4240 +"6021500970","20150407T000000",874950,2,1,1080,4000,"1",0,0,3,7,1080,0,1940,0,"98117",47.6902,-122.387,1530,4240 +"9136100056","20140528T000000",875000,3,2.75,2280,4280,"1",0,0,5,7,1280,1000,1917,0,"98103",47.6685,-122.335,1650,4280 +"0205000120","20150310T000000",628990,4,2.5,2540,32647,"2",0,0,3,9,2540,0,1996,0,"98053",47.6324,-121.988,2740,32647 +"3019300090","20140723T000000",535000,2,3.5,2560,5000,"1",0,0,4,6,1280,1280,1944,0,"98107",47.6681,-122.368,1390,4000 +"5492200090","20141007T000000",770126,4,2.75,2390,9300,"1",0,0,3,8,1430,960,1979,0,"98004",47.6035,-122.206,1910,9348 +"1777600900","20140710T000000",710000,4,2.5,2870,8995,"1",0,0,5,8,1870,1000,1968,0,"98006",47.5678,-122.128,2670,9672 +"9297301050","20140618T000000",465000,3,1.75,1510,4800,"1",0,2,3,7,860,650,1925,2011,"98126",47.5667,-122.372,1510,4800 +"5745600040","20140814T000000",359000,3,1.75,2200,11520,"1",0,0,4,7,2200,0,1952,0,"98133",47.7659,-122.341,1690,8038 +"2114700090","20150301T000000",151000,2,0.75,720,5040,"1",0,0,3,4,720,0,1949,0,"98106",47.5323,-122.347,1290,4120 +"2597530650","20140815T000000",820000,3,2.5,2970,9600,"2",0,0,3,9,2970,0,1994,0,"98006",47.5422,-122.132,2970,9707 +"1099600620","20150326T000000",160000,3,1.5,960,6497,"1",0,0,4,7,960,0,1970,0,"98023",47.3018,-122.378,1160,7080 +"3693901720","20140701T000000",535000,4,1.75,1420,5000,"1.5",0,0,4,7,1420,0,1945,0,"98117",47.6771,-122.397,1490,5000 +"7417100123","20150423T000000",365000,3,2.25,1800,9010,"1",0,0,3,7,1300,500,1975,0,"98155",47.7722,-122.312,1950,10240 +"8691410730","20150220T000000",708000,4,2.5,3090,5600,"2",0,0,3,9,3090,0,2005,0,"98075",47.597,-121.979,3080,5788 +"3832300090","20140709T000000",215000,3,1,1200,7280,"1",0,0,4,7,1200,0,1967,0,"98032",47.3724,-122.277,1200,8400 +"2525049113","20140725T000000",1.95e+006,4,3.5,4065,18713,"2",0,0,4,10,4065,0,1987,0,"98039",47.6209,-122.237,3070,18713 +"1523059103","20140926T000000",390000,4,2.5,2570,22215,"2",0,0,5,7,2570,0,1958,0,"98059",47.4833,-122.157,2460,6533 +"3187600100","20140513T000000",570000,3,2,1530,5401,"1",0,0,4,7,1530,0,1937,0,"98115",47.686,-122.304,1640,5467 +"1628700107","20140625T000000",383000,3,1.75,1500,13430,"1",0,0,3,7,1500,0,1977,0,"98072",47.7527,-122.082,1500,13430 +"1152700120","20150409T000000",370000,4,3,2490,5706,"2",0,0,3,9,2490,0,2005,0,"98042",47.3509,-122.165,2650,5880 +"0808300180","20150211T000000",454000,4,2.5,3040,12522,"2",0,0,3,7,3040,0,2000,0,"98019",47.7247,-121.959,2490,9742 +"3585300194","20150324T000000",1.4e+006,5,3.25,4140,32700,"1",0,4,3,10,2190,1950,1973,0,"98177",47.7633,-122.369,3220,22077 +"3342700610","20140728T000000",371000,4,1.75,1690,10854,"1",0,0,3,7,1690,0,1977,0,"98056",47.5241,-122.199,2390,7000 +"7376300085","20150505T000000",530000,3,1.75,1430,10350,"1",0,0,3,7,1430,0,1959,0,"98008",47.6353,-122.123,1890,10350 +"6204000040","20140610T000000",608000,4,2.75,2490,9714,"1",0,0,4,8,1400,1090,1983,0,"98011",47.7496,-122.201,2060,15300 +"3992700475","20141111T000000",450000,3,1.75,1350,7200,"1",0,0,5,7,1350,0,1954,0,"98125",47.713,-122.284,1100,7200 +"9510920120","20140730T000000",780000,4,2.5,3140,14421,"2",0,0,3,10,3140,0,1994,0,"98075",47.5943,-122.018,3140,17417 +"9485920120","20140829T000000",290000,4,2.5,2340,52272,"2",0,0,2,8,2340,0,1978,0,"98042",47.3468,-122.091,2480,40500 +"1685200110","20140916T000000",225000,3,1.75,1610,14182,"1",0,0,4,7,1100,510,1978,0,"98092",47.3174,-122.18,1510,8400 +"7574910650","20140911T000000",805000,4,2.5,3320,38032,"2",0,0,4,10,3320,0,1991,0,"98077",47.7478,-122.036,3270,37804 +"4178600040","20150407T000000",660000,3,2.5,2390,15669,"2",0,0,3,9,2390,0,1991,0,"98011",47.7446,-122.193,2640,12500 +"3793700210","20140613T000000",299000,3,1.75,1180,13927,"1",0,0,5,7,1180,0,1962,0,"98059",47.4818,-122.094,1400,13173 +"1972200325","20140919T000000",530000,2,2.25,1260,1312,"3",0,0,3,8,1260,0,2007,0,"98103",47.6538,-122.356,1300,1312 +"7010701383","20141017T000000",680000,3,2.5,1800,4400,"1",0,0,5,7,1350,450,1970,0,"98199",47.6599,-122.396,1920,4400 +"3353401340","20150216T000000",199900,4,1.75,1790,12000,"1",0,0,5,6,1790,0,1944,0,"98001",47.2664,-122.256,1550,9840 +"3352401037","20150108T000000",224000,3,1.75,1760,6300,"1",0,0,3,7,1060,700,1963,0,"98178",47.5003,-122.26,1340,7300 +"8802400906","20140829T000000",244000,3,1.75,1540,8885,"1",0,0,4,7,1440,100,1980,0,"98031",47.4031,-122.201,1540,12734 +"4443800940","20150408T000000",485000,4,1.75,1260,3880,"1",0,0,5,7,860,400,1918,0,"98117",47.687,-122.391,1000,3880 +"2215450100","20150112T000000",330000,4,2.5,2240,7589,"2",0,0,3,8,2240,0,1994,0,"98030",47.3824,-122.207,2250,7300 +"8900000100","20141231T000000",509000,4,2,1630,1724,"1.5",0,0,3,6,1030,600,1915,1970,"98119",47.6472,-122.362,1780,3810 +"8079010220","20141117T000000",440000,4,2.5,2350,7203,"2",0,0,3,8,2350,0,1989,0,"98059",47.5123,-122.151,2260,7274 +"8078050120","20141210T000000",244000,3,2,1350,8587,"1",0,0,3,7,1350,0,1998,0,"98022",47.2073,-122.012,1350,8587 +"1773101215","20140717T000000",399700,4,1.75,1320,4800,"1",0,0,4,7,870,450,1930,0,"98106",47.5534,-122.365,940,4800 +"2768100205","20140625T000000",519000,4,2.5,1950,2617,"1.5",0,0,4,7,1250,700,1910,0,"98107",47.6696,-122.372,1520,1438 +"5537200043","20140508T000000",211000,4,1,2100,9200,"1",0,0,3,7,1050,1050,1959,0,"98168",47.476,-122.292,1540,10033 +"0868000905","20140708T000000",950000,3,2.5,3480,7800,"1",0,0,4,7,1750,1730,1941,1998,"98177",47.7047,-122.378,3010,9918 +"8635760490","20140902T000000",410000,3,2.5,1830,2839,"2",0,0,3,8,1830,0,1999,0,"98074",47.6022,-122.021,1830,3011 +"3052700245","20150325T000000",750000,4,2,2640,5000,"2",0,0,3,7,2040,600,1949,0,"98117",47.678,-122.375,1330,5000 +"9320901250","20140910T000000",133400,3,1,900,2550,"1",0,0,4,6,900,0,1978,0,"98023",47.3036,-122.363,1120,2550 +"2420069042","20150424T000000",240000,3,2,1553,6550,"1",0,0,3,7,1553,0,1900,2001,"98022",47.2056,-121.994,1010,10546 +"6870300090","20140604T000000",539000,3,2.5,1710,2300,"2",0,0,3,8,1570,140,2005,0,"98052",47.6743,-122.142,2120,2856 +"1223089066","20140814T000000",688000,4,3,3400,292723,"2",0,0,3,10,3400,0,1998,0,"98045",47.4883,-121.725,1760,69696 +"7974200937","20140513T000000",465000,3,1.5,1270,5112,"1",0,0,3,7,1270,0,1950,0,"98115",47.676,-122.288,1580,5080 +"2998300146","20140617T000000",936000,3,1.75,2960,12420,"1",0,2,4,8,1480,1480,1952,0,"98116",47.5739,-122.406,2700,9106 +"7202290650","20141230T000000",620000,4,2.5,3040,9606,"2",0,0,3,7,3040,0,2003,0,"98053",47.6884,-122.044,1690,3849 +"1326039061","20141020T000000",429950,3,1.75,1430,9750,"1",0,0,5,7,1430,0,1962,0,"98133",47.7441,-122.357,1630,9282 +"4142450330","20140707T000000",296475,3,2.5,1520,4170,"2",0,0,3,7,1520,0,2004,0,"98038",47.3842,-122.04,1560,4237 +"6139100076","20150427T000000",330000,4,2,1820,9450,"1",0,0,3,7,1100,720,1962,0,"98155",47.7607,-122.329,1540,9450 +"8126300360","20140730T000000",445000,3,2.25,1800,11200,"1",0,0,3,8,1270,530,1979,0,"98052",47.7072,-122.164,1940,11250 +"1231000645","20140801T000000",846000,4,3.25,2720,4000,"2",0,1,3,10,2070,650,2014,0,"98118",47.5554,-122.267,1450,4000 +"8149600265","20150514T000000",725000,4,1.75,1980,5850,"1",0,1,4,8,1380,600,1960,0,"98116",47.5607,-122.391,1810,5850 +"9264950410","20150504T000000",369000,4,2.5,2550,7349,"2",0,0,3,9,2550,0,1989,0,"98023",47.3059,-122.349,2400,8508 +"9541800065","20140609T000000",625000,3,1.75,2210,16200,"1",0,0,3,8,1390,820,1958,0,"98005",47.5924,-122.175,2050,16200 +"7202330790","20140618T000000",535000,3,2,2120,4080,"2",0,0,3,7,2120,0,2003,0,"98053",47.682,-122.037,2280,4080 +"7335400065","20141218T000000",229950,4,1.5,1570,6717,"1",0,0,5,6,1570,0,1911,0,"98002",47.307,-122.217,1140,6716 +"1313500090","20150423T000000",229999,3,1.75,1310,6960,"1",0,0,4,7,1310,0,1974,0,"98092",47.2761,-122.153,1580,7200 +"1797500600","20140825T000000",850000,5,3.5,3150,4120,"2",0,0,3,8,2460,690,1911,2007,"98115",47.6754,-122.315,2080,4160 +"5561301220","20140610T000000",589900,4,4.5,3870,35889,"2",0,0,3,10,2530,1340,2001,0,"98027",47.4677,-122.01,3020,35366 +"5700002165","20141030T000000",513000,2,1,1840,4322,"1",0,0,4,7,1160,680,1914,0,"98144",47.5764,-122.289,1750,4322 +"9202650040","20140926T000000",401000,3,1,1120,8321,"1",0,0,4,6,1120,0,1941,1987,"98027",47.5631,-122.091,1980,8671 +"7211401975","20140905T000000",260000,3,2.5,1440,2500,"2",0,0,3,7,1440,0,2006,0,"98146",47.511,-122.359,1440,5000 +"0126039394","20150508T000000",525000,4,2.75,2300,26650,"1",0,0,4,8,2300,0,1950,0,"98177",47.7771,-122.362,2000,9879 +"3204800150","20150320T000000",470000,3,3.5,2070,11658,"1",0,0,4,8,1370,700,1977,0,"98056",47.537,-122.178,1930,8744 +"7686204750","20150121T000000",205000,4,1.5,1420,8063,"1",0,0,3,7,940,480,1962,0,"98198",47.4174,-122.316,1330,7515 +"7524950900","20150210T000000",620000,3,2.25,2010,7495,"1",0,0,4,8,1570,440,1979,0,"98027",47.5613,-122.083,2050,8402 +"7211400850","20140811T000000",229000,3,1.5,1200,5000,"1",0,0,3,6,1200,0,1979,0,"98146",47.5122,-122.357,1440,2500 +"8024202520","20140509T000000",445000,2,2,1150,6634,"1",0,0,3,7,860,290,1940,0,"98115",47.7001,-122.309,1680,6892 +"7340600068","20140514T000000",215000,2,1,1240,7200,"1",0,0,3,7,1240,0,1967,0,"98168",47.4971,-122.282,1130,9200 +"8682260850","20140729T000000",504975,2,2.5,1900,4871,"2",0,0,3,8,1900,0,2005,0,"98053",47.7132,-122.034,1640,4780 +"6804600720","20140801T000000",495000,4,2.25,2350,10072,"2",0,0,3,8,2350,0,1980,0,"98011",47.7628,-122.168,2210,9687 +"1865820300","20150311T000000",205000,3,1,1120,8342,"1",0,0,4,7,1120,0,1976,0,"98042",47.3732,-122.116,1190,6660 +"3163600076","20140730T000000",152275,1,1,1020,6871,"1",0,0,3,6,1020,0,1937,1946,"98146",47.5051,-122.338,1260,6933 +"5418500650","20150325T000000",586000,4,2.25,1930,8338,"1",0,0,3,8,1930,0,1968,0,"98125",47.7026,-122.285,2280,7616 +"8682220230","20141017T000000",779950,2,2.5,2680,7625,"1",0,0,3,9,2680,0,2002,0,"98053",47.7094,-122.024,2310,7395 +"3578401210","20141218T000000",557000,4,1.75,2660,11315,"2",0,0,4,8,2660,0,1983,0,"98074",47.6204,-122.044,1980,11315 +"9122001225","20141029T000000",610000,4,2.25,2200,7200,"1",0,2,4,8,1220,980,1958,0,"98144",47.5818,-122.296,1940,6000 +"5667100025","20140708T000000",405000,3,1.5,1010,7683,"1.5",0,0,5,7,1010,0,1953,0,"98125",47.72,-122.318,1550,7271 +"5089700750","20140509T000000",320000,4,2.25,2310,7490,"2",0,0,3,8,2310,0,1980,0,"98055",47.4379,-122.192,2310,8480 +"3331500650","20140919T000000",356000,3,1,920,3863,"1",0,0,3,6,920,0,1970,0,"98118",47.5524,-122.27,1080,5150 +"9528102865","20150226T000000",794500,5,3,3030,4120,"1.5",0,0,4,7,1930,1100,1913,0,"98115",47.6771,-122.319,1280,3090 +"6928000590","20140508T000000",349000,3,1.75,1590,9620,"1",0,0,3,7,1590,0,1988,0,"98059",47.4815,-122.152,2980,9398 +"1423069162","20140604T000000",549000,4,2.25,2740,88426,"2",0,0,3,7,2740,0,1991,0,"98027",47.4734,-122.006,2740,62726 +"7877400245","20140718T000000",193000,3,1,960,10761,"1",0,0,4,6,960,0,1962,0,"98002",47.2819,-122.224,960,10761 +"7430500301","20141016T000000",700000,3,1.5,2240,7227,"2",0,1,3,9,1440,800,1977,0,"98008",47.6208,-122.093,3150,16150 +"7852010900","20150324T000000",523000,3,2.5,2400,6182,"2",0,0,3,8,2400,0,1998,0,"98065",47.5363,-121.87,2420,5829 +"4022900652","20141118T000000",565000,5,3.25,2860,20790,"1",0,0,4,7,1800,1060,1965,0,"98155",47.7757,-122.295,1920,9612 +"7852030790","20150505T000000",500000,4,2.5,2960,5027,"2",0,0,3,7,2960,0,2000,0,"98065",47.5328,-121.881,2760,5500 +"3528900330","20140707T000000",1.45e+006,4,3.25,3770,4103,"2",0,0,5,9,2710,1060,1925,0,"98109",47.641,-122.349,2560,4160 +"2623069106","20150219T000000",710000,6,3.5,3830,68825,"2",0,0,3,9,3830,0,1995,0,"98027",47.4574,-122.003,2410,68825 +"0088000173","20141015T000000",333000,4,2,2750,9001,"1",0,0,3,8,2750,0,2008,0,"98055",47.457,-122.189,1340,11050 +"3179102305","20140717T000000",580000,3,1.75,2100,6874,"1",0,0,3,7,1300,800,1943,0,"98115",47.6724,-122.279,2220,5912 +"5379803386","20140801T000000",289950,4,1.75,1500,8400,"1",0,0,3,7,1200,300,1956,0,"98188",47.4531,-122.273,1780,9913 +"8127700845","20150219T000000",375000,2,1,710,4618,"1",0,1,3,5,710,0,1925,0,"98199",47.64,-122.394,1810,4988 +"8562901010","20140926T000000",505000,2,3,2770,10800,"1.5",0,0,5,8,1910,860,1984,0,"98074",47.6082,-122.057,2140,10800 +"4058200915","20140721T000000",324950,3,1.75,2050,6720,"1",0,2,3,7,1050,1000,1939,0,"98178",47.5058,-122.235,2380,7260 +"8861700110","20140714T000000",490000,4,2.25,1960,10275,"2",0,0,3,7,1960,0,1965,0,"98052",47.6887,-122.124,1560,10275 +"6822100155","20140512T000000",630000,4,2,1770,6000,"2",0,0,5,7,1770,0,1911,1981,"98199",47.6493,-122.401,1340,6000 +"3345700215","20140620T000000",595000,3,2.75,3290,22649,"2",0,0,4,8,3290,0,1993,0,"98056",47.5241,-122.193,2750,6119 +"0582000644","20150501T000000",872500,4,2,1990,6000,"1",0,0,3,9,1260,730,1956,2015,"98199",47.6515,-122.397,1770,6000 +"6126601380","20150222T000000",490000,2,1,1760,5250,"1",0,2,4,7,1000,760,1951,0,"98126",47.5577,-122.379,1760,5400 +"3303850330","20141216T000000",1.9e+006,4,3.25,5080,27755,"2",0,0,3,11,5080,0,2001,0,"98006",47.5423,-122.111,4730,22326 +"3343902281","20150505T000000",310000,2,1,1020,8102,"1",0,0,3,7,1020,0,1956,0,"98056",47.5135,-122.193,1770,7291 +"2023059052","20150504T000000",450000,3,1,1350,92721,"1",0,0,2,6,1200,150,1946,0,"98055",47.4657,-122.198,1860,8096 +"7504001430","20141023T000000",539000,3,1.5,1740,12000,"2",0,0,3,9,1740,0,1974,0,"98074",47.6276,-122.053,2580,12224 +"9290850330","20140707T000000",888550,3,2.5,3540,38322,"2",0,0,3,10,3540,0,1989,0,"98053",47.6892,-122.048,3540,35926 +"7955080300","20140714T000000",269950,3,2.5,1520,8720,"1",0,0,3,7,1080,440,1981,0,"98058",47.4267,-122.157,1720,7551 +"3980300371","20140926T000000",142000,0,0,290,20875,"1",0,0,1,1,290,0,1963,0,"98024",47.5308,-121.888,1620,22850 +"3755100220","20140819T000000",300000,3,1.75,1310,9761,"1",0,0,3,7,1310,0,1967,0,"98034",47.721,-122.228,1490,9600 +"3425059076","20140922T000000",780000,2,3.25,3000,24004,"1",0,0,3,10,2410,590,1952,0,"98005",47.611,-122.157,4270,24506 +"8728550150","20140715T000000",545000,3,2.5,2660,20369,"2",0,0,3,8,2660,0,1992,0,"98027",47.5234,-122.055,2720,12927 +"2108500110","20150415T000000",278000,3,2.25,2120,9804,"2",0,0,3,7,2120,0,1994,0,"98042",47.3596,-122.16,2120,7200 +"7941130110","20141201T000000",342000,3,2.25,1200,2845,"2",0,0,3,7,1200,0,1986,0,"98034",47.7151,-122.203,1220,2140 +"1545807180","20150506T000000",190000,4,1.75,1900,9861,"1",0,0,4,7,1900,0,1967,0,"98038",47.3615,-122.057,1720,7967 +"1972200382","20141121T000000",387000,2,1.5,1010,948,"3",0,0,3,8,1010,0,1999,0,"98103",47.6529,-122.355,1330,1318 +"2473420100","20150304T000000",279950,3,2.25,1850,7480,"2",0,0,3,7,1850,0,1978,0,"98058",47.452,-122.159,1870,7480 +"0722059020","20150318T000000",550000,6,4.5,4520,40164,"2",0,0,3,9,3580,940,1953,2008,"98031",47.407,-122.216,2870,13068 +"1626079154","20140520T000000",439000,3,2,2010,251341,"2",0,0,3,8,1510,500,2003,0,"98019",47.7416,-121.91,1780,108900 +"1152000040","20141010T000000",774888,3,2.25,2420,23507,"1",0,0,4,8,2420,0,1969,0,"98027",47.5107,-122.027,2540,22257 +"5152960330","20140610T000000",480000,5,2.5,2732,9500,"1",0,2,4,8,1870,862,1975,0,"98003",47.3436,-122.323,2720,10000 +"6431000206","20140508T000000",835000,4,2,1910,6960,"1.5",0,0,5,8,1910,0,1941,0,"98103",47.6893,-122.348,1360,3300 +"2397101185","20150303T000000",1.5e+006,5,3.5,3520,5400,"2",0,0,3,9,2400,1120,2008,0,"98119",47.6364,-122.363,1360,3600 +"2922700865","20150326T000000",771000,4,2,2220,3760,"1.5",0,0,4,7,1370,850,1929,0,"98117",47.6876,-122.368,1620,3760 +"3271800870","20140807T000000",1.225e+006,4,2.25,2020,5800,"1",0,3,4,9,1760,260,1941,0,"98199",47.6471,-122.412,3100,5800 +"1562200090","20141017T000000",600000,4,2.5,2090,7290,"1",0,0,5,8,1420,670,1966,0,"98007",47.624,-122.142,2110,8436 +"1431700210","20140702T000000",305000,3,1,1580,7424,"1",0,0,3,7,1010,570,1962,0,"98058",47.4607,-122.171,1710,7772 +"2566300100","20150327T000000",1.388e+006,5,1.75,2650,11340,"1",0,0,3,8,2650,0,1955,0,"98004",47.626,-122.213,2780,13204 +"5379806155","20140910T000000",216500,3,1,1020,11652,"1",0,0,4,6,1020,0,1971,0,"98188",47.4459,-122.278,1690,11652 +"0952006857","20150122T000000",370000,3,2.5,1070,1219,"2",0,0,3,7,720,350,2004,0,"98116",47.5618,-122.384,1070,1254 +"3792400110","20140630T000000",492650,4,1.75,2120,9786,"1",0,0,3,8,1640,480,1967,0,"98177",47.7753,-122.365,2310,8787 +"3755100540","20140725T000000",431200,5,1.75,1360,10609,"1",0,0,3,7,1060,300,1966,0,"98034",47.7203,-122.229,1490,9935 +"2122059014","20150409T000000",277500,4,2,1700,12048,"2",0,0,3,7,1700,0,1990,0,"98030",47.3748,-122.186,1960,7650 +"0110000040","20150317T000000",278000,5,1.5,1820,8712,"1",0,0,5,7,1090,730,1960,0,"98032",47.3712,-122.289,1820,8712 +"3876800580","20140902T000000",351000,4,1,1430,8400,"1",0,0,3,6,730,700,1969,0,"98072",47.7417,-122.172,1310,8240 +"3127200021","20140616T000000",850000,4,3.5,4140,7089,"2",0,0,3,10,3160,980,2003,0,"98034",47.7059,-122.2,2640,8896 +"2397101460","20140811T000000",885000,2,2,1313,3600,"1",0,0,3,8,1313,0,1904,2012,"98119",47.6369,-122.365,1080,3600 +"1720069146","20140715T000000",399950,3,2,1590,87120,"1",0,3,3,8,1590,0,1998,0,"98022",47.2241,-122.072,2780,183161 +"7878400043","20140805T000000",185000,3,1.75,1080,9262,"1",0,0,3,7,1080,0,1968,0,"98178",47.4883,-122.248,1090,9262 +"9282801030","20140925T000000",440000,5,3,2730,6000,"1",0,0,3,8,1470,1260,1979,0,"98178",47.4994,-122.234,2590,6000 +"6072800265","20140813T000000",2.395e+006,4,3.25,3800,19798,"2",0,0,3,10,3800,0,1969,2009,"98006",47.5684,-122.19,3940,18975 +"5267000180","20140821T000000",299000,3,2.25,2540,9961,"1",0,0,4,8,1320,1220,1969,0,"98031",47.41,-122.208,1870,10251 +"2722049077","20140828T000000",299500,3,1.75,1810,34500,"1",0,0,3,8,1230,580,1980,0,"98032",47.3707,-122.275,2090,9735 +"1115100278","20150317T000000",420000,3,1.5,1540,7506,"1",0,0,5,7,1540,0,1961,0,"98155",47.7565,-122.325,2180,7653 +"8075400530","20140627T000000",234000,4,1,1390,18000,"1",0,0,3,7,1390,0,1955,2013,"98032",47.3885,-122.284,1390,18000 +"1997200245","20140714T000000",540000,2,1.75,1460,4800,"1",0,0,5,7,850,610,1950,0,"98103",47.6928,-122.339,2050,5592 +"0926069009","20140609T000000",649950,4,2.5,2350,63162,"2",0,0,4,8,2350,0,1994,0,"98077",47.7545,-122.047,2370,63162 +"6381500110","20150108T000000",330000,3,1,1160,7912,"1",0,0,4,7,1160,0,1956,0,"98125",47.7336,-122.306,1190,7482 +"7203100850","20150427T000000",840000,4,3.25,3500,5960,"2",0,0,3,9,3500,0,2010,0,"98053",47.6944,-122.022,3390,6856 +"3529300330","20141107T000000",370000,3,2.5,1980,6922,"2",0,0,5,8,1980,0,1991,0,"98031",47.396,-122.184,2090,7697 +"3204800330","20140625T000000",410000,3,1.5,1250,7700,"1",0,0,5,7,1250,0,1968,0,"98056",47.5383,-122.178,1430,7700 +"6411600411","20141209T000000",257000,2,1,770,7200,"1",0,0,3,7,770,0,1951,0,"98125",47.7143,-122.325,1320,7139 +"8685500145","20141230T000000",350000,3,1,1920,6710,"1",0,0,3,7,1320,600,1959,0,"98118",47.5346,-122.286,1810,5600 +"7277100610","20140825T000000",380000,2,1,1120,7560,"1",0,1,3,6,1120,0,1947,0,"98177",47.77,-122.39,1120,7200 +"1775800750","20150310T000000",344000,3,1,1150,12402,"1",0,0,4,6,1150,0,1969,0,"98072",47.7422,-122.099,1400,13600 +"2856101105","20140527T000000",488000,3,2.5,1590,2550,"3",0,0,3,7,1590,0,1985,0,"98117",47.6772,-122.393,1260,5100 +"4443800705","20141008T000000",465000,3,1,910,3880,"1",0,0,3,7,780,130,1942,0,"98117",47.6862,-122.392,1220,3880 +"3878900464","20150504T000000",229500,2,1.75,1870,6625,"1",0,0,3,7,960,910,1948,0,"98178",47.5071,-122.249,1680,6000 +"8151600900","20141112T000000",445000,5,3,2420,11250,"2",0,0,3,8,2420,0,2013,0,"98146",47.5082,-122.362,1510,9950 +"1612500155","20150317T000000",246000,4,1.5,2120,7110,"1.5",0,0,3,6,2120,0,1919,0,"98030",47.3846,-122.227,1540,7110 +"4140500180","20140604T000000",545000,5,2.5,2730,17240,"1",0,0,5,7,1660,1070,1958,0,"98028",47.7646,-122.267,2250,13200 +"3342103174","20140813T000000",518000,4,2.5,2560,5672,"2",0,1,3,8,2560,0,2005,0,"98056",47.5222,-122.201,2190,6788 +"2078500210","20141031T000000",565000,4,2.5,2620,10016,"2",0,0,3,8,2620,0,1996,0,"98056",47.5295,-122.179,2620,10016 +"3955900910","20150410T000000",445000,4,2.5,2760,8558,"2",0,0,3,7,2760,0,2001,0,"98056",47.4802,-122.189,2760,7703 +"3472800068","20140717T000000",968000,5,2.5,2900,9799,"1",0,0,3,8,1450,1450,1959,0,"98004",47.6255,-122.208,2810,9687 +"8928100205","20150331T000000",725000,3,2,1820,6324,"1",0,0,5,7,910,910,1945,0,"98115",47.6823,-122.27,1850,6440 +"2473400110","20140826T000000",315500,3,1.75,1870,8400,"1",0,0,3,7,990,880,1977,0,"98058",47.454,-122.164,1750,8400 +"2558720120","20140505T000000",487585,4,1.75,2010,9211,"1",0,0,3,7,1470,540,1977,0,"98034",47.7206,-122.171,1840,8500 +"2023049361","20150323T000000",246500,2,1,940,6000,"1",0,0,2,7,940,0,1954,0,"98148",47.4631,-122.329,1890,8547 +"6821101285","20140814T000000",819000,3,1.75,1850,6000,"1.5",0,0,3,8,1650,200,1913,1999,"98199",47.6528,-122.401,1540,6000 +"2780910100","20141218T000000",349900,5,2.5,2530,4229,"2",0,0,3,7,2530,0,2004,0,"98038",47.3531,-122.021,2070,4879 +"9357000230","20140822T000000",267000,3,1,940,4700,"1",0,0,4,6,940,0,1942,0,"98146",47.5117,-122.378,1020,5700 +"3649100015","20150513T000000",480000,3,2.25,1820,15000,"1",0,0,3,7,1480,340,1978,0,"98028",47.7401,-122.249,1930,13600 +"1189000180","20140910T000000",525000,2,1,1510,3360,"1",0,0,3,7,880,630,1924,0,"98122",47.6135,-122.297,1330,3360 +"3905120610","20140625T000000",578000,4,2.5,2070,5415,"2",0,0,3,8,2070,0,1996,0,"98029",47.5706,-122.006,2120,5331 +"0993002177","20150506T000000",345000,3,2.5,1380,1547,"3",0,0,3,8,1380,0,2000,0,"98103",47.6908,-122.341,1380,1465 +"6384500535","20150326T000000",499000,3,1,1270,6250,"1",0,0,3,7,910,360,1955,0,"98116",47.5694,-122.397,2000,6250 +"7751800115","20140826T000000",425000,3,1.5,1390,9680,"1",0,0,4,7,1390,0,1956,0,"98008",47.634,-122.125,1460,10050 +"4137020820","20141027T000000",268000,4,3,1840,7510,"2",0,0,5,8,1840,0,1988,2013,"98092",47.2595,-122.218,1650,7957 +"9407000230","20141204T000000",240000,3,1,1600,12566,"1",0,0,4,7,1600,0,1971,0,"98045",47.4431,-121.765,1600,10650 +"3306200230","20150303T000000",147000,3,1.5,1480,9606,"1",0,0,4,7,1100,380,1964,0,"98023",47.2978,-122.363,1600,9619 +"3888100176","20150306T000000",500000,4,2,2120,7806,"1",0,0,4,6,1770,350,1949,0,"98033",47.6859,-122.166,1560,9920 +"7011201325","20141028T000000",1.01e+006,4,2.75,2940,5400,"1.5",0,2,5,8,1940,1000,1910,0,"98119",47.6366,-122.369,1970,2008 +"1424130220","20150309T000000",991500,4,3,3820,26895,"2",0,2,3,11,3820,0,1995,0,"98072",47.7253,-122.092,3820,24751 +"9165100375","20141118T000000",510000,5,2,2740,3838,"1",0,0,4,7,1370,1370,1959,0,"98117",47.6819,-122.393,1660,4040 +"1651500040","20140801T000000",1.98e+006,4,4,4360,12081,"2",0,0,3,10,4360,0,2007,0,"98004",47.6377,-122.219,2180,10800 +"8929000090","20140702T000000",484998,4,2.5,1540,1870,"2",0,0,3,8,1540,0,2014,0,"98029",47.5524,-121.999,1540,1619 +"3303850360","20140625T000000",1.28e+006,4,3.5,4660,17398,"2",0,2,3,11,4660,0,2003,0,"98006",47.5422,-122.112,5080,24913 +"2011000120","20140529T000000",210000,3,1.75,1590,7617,"2",0,0,3,7,1590,0,1986,0,"98198",47.3819,-122.312,1490,7450 +"6751100205","20140804T000000",450000,2,1,1180,10720,"1",0,0,4,7,1180,0,1955,0,"98007",47.5893,-122.135,1420,10750 +"5078400035","20150402T000000",875000,4,1.75,2360,8286,"1",0,0,3,7,1320,1040,1952,0,"98004",47.6226,-122.205,1680,7630 +"6073300530","20150428T000000",529950,4,2.75,1860,7500,"1",0,0,5,8,1220,640,1967,0,"98056",47.5398,-122.173,2020,8137 +"9818700645","20140723T000000",415000,3,1.75,1470,4000,"1",0,0,3,7,1070,400,1979,0,"98122",47.6067,-122.298,1280,3500 +"6181700625","20150220T000000",590000,4,2,2990,12970,"1.5",0,2,4,7,1960,1030,1948,0,"98028",47.7605,-122.258,2500,10680 +"8718500610","20140526T000000",379950,3,1.5,1690,9144,"1",0,0,4,7,1140,550,1956,0,"98028",47.739,-122.253,1840,10600 +"7950302150","20150410T000000",385000,1,1,660,3570,"1",0,0,3,6,660,0,1906,0,"98118",47.5659,-122.284,1520,4080 +"0923000115","20141029T000000",588000,3,1.75,2310,7620,"2",0,0,3,8,2310,0,1942,1988,"98177",47.7266,-122.363,2200,7672 +"1722800835","20140811T000000",252500,2,1,770,2191,"1",0,0,3,6,770,0,1937,0,"98108",47.5512,-122.323,940,5000 +"7436300180","20140519T000000",530000,3,3.5,2320,3174,"2",0,0,3,9,2060,260,1997,0,"98033",47.6897,-122.175,2320,3187 +"1630700276","20150105T000000",385000,2,1.5,1370,159865,"1",0,0,3,7,1370,0,1960,0,"98072",47.7592,-122.092,1370,16217 +"2558670110","20140829T000000",419000,3,2.25,1700,7650,"1",0,0,4,7,1340,360,1975,0,"98034",47.7214,-122.166,1980,7200 +"0402000110","20141017T000000",175000,2,1,960,5508,"1",0,0,3,6,770,190,1951,0,"98118",47.5307,-122.277,1280,5304 +"0442000175","20150331T000000",515000,2,1,1150,5664,"1",0,0,3,7,870,280,1948,0,"98115",47.6894,-122.284,1380,5664 +"8825900410","20150218T000000",945000,4,2.5,2910,4680,"1.5",0,0,5,9,1850,1060,1937,0,"98115",47.6745,-122.31,1960,4120 +"0984210120","20140620T000000",359900,5,2.25,2290,7420,"1",0,0,3,7,1290,1000,1973,0,"98058",47.4375,-122.166,1660,7526 +"8044050040","20140807T000000",419950,4,2.5,2260,5164,"2",0,0,3,8,2260,0,1996,0,"98056",47.509,-122.166,2260,5866 +"2771604370","20140926T000000",460000,3,1.75,1300,4000,"1",0,0,3,7,900,400,1953,0,"98199",47.6368,-122.388,1750,4000 +"5028602020","20150305T000000",255000,3,2.25,1850,7151,"2",0,0,3,7,1850,0,1989,0,"98023",47.2843,-122.352,1710,6827 +"0643300040","20141104T000000",481000,4,1.75,1920,9500,"1",0,0,4,7,1470,450,1966,0,"98006",47.5683,-122.177,1820,10091 +"0643300040","20150313T000000",719521,4,1.75,1920,9500,"1",0,0,4,7,1470,450,1966,0,"98006",47.5683,-122.177,1820,10091 +"0224059025","20140620T000000",1.08e+006,3,3,4910,43560,"2",0,0,4,10,4000,910,1989,0,"98007",47.5911,-122.131,3540,12288 +"3379200100","20140523T000000",334000,4,2.5,2210,6080,"1",0,2,4,8,1410,800,1965,0,"98178",47.4915,-122.228,2210,6175 +"6338000493","20140912T000000",675000,4,2.75,2280,3200,"1.5",0,0,5,8,1520,760,1931,0,"98105",47.6709,-122.282,1970,4687 +"0293000068","20140613T000000",556000,3,1.75,1640,7437,"1",0,0,3,7,1090,550,1948,0,"98126",47.5324,-122.38,1640,7436 +"6169901095","20140815T000000",900000,4,2,1980,7200,"2",0,3,3,8,1700,280,1910,0,"98119",47.6318,-122.369,2490,4200 +"4443800375","20141002T000000",400000,3,1,900,4084,"1.5",0,0,3,7,900,0,1910,0,"98117",47.684,-122.393,1280,4080 +"9376301800","20150324T000000",724950,4,1.75,1960,4340,"1",0,0,5,8,980,980,1912,0,"98117",47.6847,-122.37,1630,4360 +"6799300150","20140903T000000",321000,4,2.25,1800,4500,"2",0,0,4,8,1800,0,2004,0,"98031",47.394,-122.183,2010,5050 +"3271800910","20140701T000000",1.35692e+006,4,3.5,4270,5800,"2",0,3,5,10,3170,1100,1937,0,"98199",47.6474,-122.411,3100,5800 +"0042000245","20140613T000000",171000,4,2,1520,19672,"1",0,0,3,6,1020,500,1920,0,"98188",47.4683,-122.281,1810,7840 +"1625069101","20140707T000000",1.36e+006,4,3,5430,108900,"2",0,0,4,10,5430,0,1987,0,"98053",47.6582,-122.038,3170,107076 +"4046700110","20150224T000000",323000,3,1.75,1950,15037,"1",0,0,3,7,1950,0,1989,0,"98014",47.6892,-121.913,1760,15181 +"2423600100","20140502T000000",491500,4,1.75,2190,125452,"1",0,2,3,9,2190,0,1968,0,"98092",47.2703,-122.069,3000,125017 +"0621069154","20140721T000000",226000,4,1.5,1200,10890,"1",0,0,5,7,1200,0,1972,0,"98042",47.3423,-122.088,1250,10139 +"2436200025","20141009T000000",580000,6,1.75,2180,4000,"1.5",0,0,4,7,1380,800,1926,0,"98105",47.6643,-122.29,1720,4000 +"9808610410","20140822T000000",640000,4,2.5,2320,11259,"2",0,0,3,9,2320,0,1982,0,"98004",47.6443,-122.194,2820,11770 +"1370803640","20140820T000000",619790,3,1.75,1040,5097,"1",0,0,4,7,800,240,1944,0,"98199",47.6385,-122.401,1630,5097 +"3779300210","20140630T000000",383962,4,2.5,2700,6998,"2",0,0,3,8,2700,0,2001,0,"98188",47.4694,-122.263,2350,10550 +"0424049059","20140815T000000",373000,3,2,1400,2445,"1",0,0,3,7,840,560,2002,0,"98144",47.5926,-122.299,1400,3200 +"5422560850","20141210T000000",541338,3,2.5,2060,8123,"2",0,0,3,8,1010,1050,1977,0,"98052",47.6642,-122.13,1760,6170 +"0558100065","20141003T000000",254922,2,1,780,8160,"1",0,0,4,6,780,0,1953,0,"98133",47.7356,-122.34,1310,8160 +"4442800040","20140624T000000",575000,3,2.25,2400,5000,"1.5",0,0,4,7,1440,960,1926,0,"98117",47.6897,-122.393,1630,5000 +"4038600300","20140902T000000",650000,4,3,2900,15535,"1",0,2,4,7,1870,1030,1961,0,"98008",47.612,-122.119,2330,10217 +"5070000120","20140813T000000",269950,3,1.5,1740,9547,"1",0,0,4,7,1740,0,1962,0,"98055",47.4475,-122.213,1780,9936 +"0795002450","20150430T000000",270950,2,1,780,6250,"1",0,0,3,6,780,0,1942,0,"98168",47.5099,-122.33,1280,7100 +"3579000180","20141229T000000",495000,3,2.75,2430,14861,"1",0,0,3,9,1530,900,1988,0,"98028",47.7461,-122.247,2230,10300 +"6821102170","20140507T000000",794154,4,2,2210,8556,"1",0,1,4,8,1210,1000,1954,0,"98199",47.6498,-122.396,2190,7975 +"5151900110","20141219T000000",340768,3,1.5,1510,11200,"1",0,0,4,8,1510,0,1960,0,"98003",47.3347,-122.325,2110,12070 +"5101407790","20140801T000000",375000,2,1,900,5413,"1",0,0,3,7,900,0,1947,0,"98125",47.7047,-122.307,1280,6380 +"2538400040","20140524T000000",820000,4,2.5,3670,7000,"2",0,0,3,10,3670,0,2005,0,"98075",47.5854,-122.08,3680,7437 +"1025049266","20140930T000000",555000,2,2.25,1160,954,"2",0,0,3,8,960,200,2014,0,"98105",47.6647,-122.284,1160,1327 +"4340610040","20140612T000000",312500,2,1.5,1070,1200,"2",0,0,3,7,1070,0,1999,0,"98103",47.697,-122.347,1070,1200 +"3204300610","20141202T000000",450000,2,1,950,4560,"1.5",0,0,3,7,950,0,1925,0,"98112",47.6288,-122.3,2040,4560 +"6793300220","20150105T000000",739000,3,2.75,2950,6667,"2",0,0,3,9,2950,0,2003,0,"98029",47.5577,-122.026,3340,6667 +"1568100087","20150413T000000",320000,3,2,1420,1716,"2",0,0,3,7,1050,370,2003,0,"98155",47.7364,-122.295,1420,8150 +"4338800600","20140609T000000",235000,3,1,1590,13000,"1.5",0,0,3,6,1590,0,1944,0,"98166",47.4789,-122.346,1460,8400 +"7211400535","20150323T000000",275500,4,1,1290,5000,"1.5",0,0,3,7,1290,0,1957,0,"98146",47.5128,-122.358,1440,2500 +"8682261140","20140618T000000",564000,2,2,1690,4500,"1",0,0,3,8,1690,0,2004,0,"98053",47.7133,-122.031,1640,4500 +"4435000145","20150501T000000",263000,4,1.75,1340,8700,"1.5",0,0,3,6,1340,0,1958,0,"98188",47.4514,-122.287,1240,8700 +"0421059018","20141104T000000",257000,3,1.75,1397,18000,"1",0,0,3,7,1397,0,1965,2014,"98092",47.3388,-122.166,1950,31294 +"1321059013","20150319T000000",725000,4,2.5,3750,218506,"2",0,0,3,10,3750,0,1991,0,"98092",47.3045,-122.103,2540,39413 +"2143700406","20141211T000000",300000,3,2.25,2000,7560,"1",0,0,3,7,1400,600,1979,0,"98055",47.4798,-122.228,2040,6949 +"8961950410","20140707T000000",328000,3,2,2250,7904,"1.5",0,0,3,8,2250,0,1998,0,"98001",47.3165,-122.252,2460,8622 +"1788800770","20140728T000000",187500,3,1,840,8400,"1",0,0,3,6,840,0,1959,0,"98023",47.3281,-122.344,1030,8640 +"7518507685","20150223T000000",400000,3,1,1100,5100,"2",0,0,4,7,1100,0,1900,0,"98117",47.679,-122.386,1540,5100 +"2490200220","20150302T000000",515000,3,1.5,1660,5100,"1",0,0,4,7,1210,450,1954,0,"98136",47.5345,-122.383,1440,5100 +"0284000025","20150420T000000",1.41e+006,2,2,2180,18525,"1",1,4,5,9,1580,600,1952,0,"98146",47.5036,-122.387,2480,21503 +"0522059189","20150417T000000",235000,3,1,1460,8400,"1",0,0,3,7,1460,0,1958,0,"98055",47.4243,-122.198,1460,9600 +"7203150330","20140717T000000",669000,4,2.5,2470,4945,"2",0,0,3,8,2470,0,2012,0,"98053",47.6898,-122.015,2510,4988 +"3124089060","20150424T000000",282000,3,1,1250,13503,"1.5",0,0,4,6,1250,0,1931,0,"98065",47.526,-121.829,1450,13503 +"7518504130","20140626T000000",663000,3,2,1480,3876,"1",0,0,5,7,860,620,1928,0,"98117",47.6808,-122.382,1660,3774 +"7893802670","20150424T000000",279900,3,3.25,2240,5000,"2",0,0,3,9,1540,700,1989,0,"98198",47.4114,-122.334,1800,7500 +"2548100180","20140507T000000",335000,3,2,1570,7200,"1",0,0,4,7,1570,0,1952,0,"98155",47.7501,-122.314,1410,7434 +"4024100915","20141231T000000",689000,4,2.75,3250,10000,"2",0,0,3,9,3250,0,2014,0,"98155",47.7557,-122.309,1620,10089 +"1026069106","20150421T000000",413100,3,2.25,1790,231303,"1",0,0,3,7,1250,540,1980,0,"98077",47.7558,-122.027,2090,93654 +"7852020720","20150327T000000",506950,3,2.5,2080,4931,"2",0,0,3,8,2080,0,2000,0,"98065",47.5342,-121.868,1890,4229 +"9828702265","20140506T000000",500000,3,2.5,1480,1171,"3",0,0,3,8,1480,0,2006,0,"98112",47.62,-122.3,1480,1231 +"5104511250","20140613T000000",540000,5,3,3610,9775,"2",0,0,3,8,3610,0,2003,0,"98038",47.3545,-122.011,2800,8582 +"9828201885","20140822T000000",812000,3,2.5,2040,4559,"2",0,0,3,9,2040,0,1998,0,"98122",47.6156,-122.295,1500,4500 +"7525950110","20140828T000000",1.2e+006,4,3.25,3850,19842,"2",0,3,3,11,3180,670,1989,0,"98074",47.6239,-122.065,4320,19500 +"3211260120","20141215T000000",370000,3,2.25,3230,35306,"2",0,0,3,9,3230,0,1987,0,"98092",47.3065,-122.113,2760,35285 +"7250000065","20140825T000000",338000,3,2,2440,23512,"1",0,0,3,6,1640,800,1933,0,"98148",47.4594,-122.326,1630,19613 +"1446400564","20140507T000000",185000,4,1,1490,6600,"1",0,0,3,7,1490,0,1969,0,"98168",47.4835,-122.332,1280,6600 +"0224059021","20141219T000000",450000,3,1,1150,35415,"1",0,0,4,7,1010,140,1950,0,"98008",47.5974,-122.129,2460,11781 +"6392000625","20140712T000000",451000,2,1,900,6000,"1",0,0,3,7,900,0,1944,2004,"98115",47.6855,-122.289,1460,4800 +"6817850110","20150421T000000",785000,4,2.5,3210,24527,"1.5",0,0,3,11,3210,0,1984,0,"98074",47.6399,-122.052,3280,24527 +"3902100175","20140728T000000",850000,5,3,3900,5250,"1.5",0,1,5,8,2620,1280,1931,0,"98116",47.5577,-122.389,1950,5700 +"7205400180","20141223T000000",235000,3,1,1240,18000,"1",0,0,2,7,1240,0,1943,0,"98198",47.3514,-122.315,1240,18000 +"7351200295","20150114T000000",1.15e+006,3,1.75,1760,6788,"2",1,4,3,7,1760,0,1940,1960,"98125",47.7336,-122.284,1630,7588 +"0291310260","20140516T000000",377500,3,2.25,1410,1377,"2",0,0,3,7,1290,120,2005,0,"98027",47.5342,-122.067,1445,1370 +"3026059204","20140530T000000",825500,3,2.5,2780,11964,"2",0,0,3,9,2780,0,2009,0,"98034",47.7127,-122.216,1760,9640 +"2856102105","20140610T000000",1.0595e+006,5,3.25,3230,3825,"2",0,0,3,9,2480,750,2014,0,"98117",47.6785,-122.392,1480,5100 +"3343301343","20141120T000000",880000,5,3.5,4600,8764,"2",0,0,3,10,3180,1420,2007,0,"98006",47.5491,-122.19,3210,9431 +"8682302030","20140521T000000",413800,3,2,1440,4421,"1",0,0,3,8,1440,0,2007,0,"98053",47.7188,-122.024,1440,4157 +"1048000160","20140627T000000",504200,2,1.5,1200,1687,"3",0,0,3,8,1200,0,2008,0,"98103",47.6491,-122.334,1240,1296 +"5714200140","20150422T000000",421500,4,3,2793,5703,"2",0,0,3,9,2793,0,2009,0,"98030",47.3682,-122.178,2793,5704 +"1152200030","20150305T000000",855169,4,2.5,2970,5050,"2",0,0,3,8,2970,0,2014,0,"98052",47.7043,-122.122,2810,4998 +"3157600075","20150207T000000",380000,3,2,1440,3218,"1",0,0,3,7,850,590,2008,0,"98106",47.5655,-122.36,1170,5000 +"1972200554","20140804T000000",580000,3,2.25,1480,1026,"3",0,0,3,8,1480,0,2014,0,"98103",47.6536,-122.354,1570,1283 +"9429400060","20150409T000000",377000,3,2.5,1870,5333,"2",0,0,3,8,1870,0,2012,0,"98019",47.7447,-121.984,2100,3730 +"0301401610","20140930T000000",329900,4,2.75,2475,4000,"2",0,0,3,7,2475,0,2014,0,"98002",47.3452,-122.209,2475,4000 +"1025039326","20140828T000000",921800,4,2.5,2950,7024,"2",0,0,3,10,2950,0,2012,0,"98199",47.6651,-122.403,2950,6339 +"9385200041","20150304T000000",529500,3,2.25,1410,905,"3",0,0,3,9,1410,0,2014,0,"98116",47.5818,-122.402,1510,1352 +"7237450550","20140603T000000",363990,4,2.5,2240,3712,"2",0,0,3,8,2240,0,2014,0,"98038",47.3551,-122.061,2530,4315 +"2862500060","20150115T000000",834950,5,2.75,3230,6500,"2",0,0,3,9,3230,0,2014,0,"98074",47.6237,-122.023,3180,7624 +"4046500270","20140819T000000",399000,3,2,2100,31550,"1",0,0,3,8,2100,0,2010,0,"98014",47.6907,-121.917,1860,18452 +"2161400060","20141114T000000",338900,3,2.25,1936,9495,"1",0,0,3,8,1936,0,2013,0,"98030",47.3714,-122.197,1410,12770 +"2781230070","20150311T000000",419950,3,2.5,3120,6000,"2",0,0,3,9,3120,0,2007,0,"98038",47.3473,-122.03,2670,6000 +"4019500160","20150413T000000",493000,4,2.5,2070,4270,"2",0,0,3,8,2070,0,2010,0,"98028",47.773,-122.265,2070,4610 +"6980500030","20141211T000000",650000,4,2.5,3700,4500,"2",0,0,3,9,3700,0,2007,0,"98028",47.7473,-122.23,3050,5047 +"1442880260","20140909T000000",456000,3,2.5,2130,5205,"2",0,0,3,8,2130,0,2013,0,"98045",47.4832,-121.774,2250,5462 +"9268851860","20140918T000000",425000,3,2.25,1620,997,"2.5",0,0,3,8,1540,80,2010,0,"98027",47.54,-122.026,1620,1068 +"0832700320","20150209T000000",348000,3,2.5,1490,2478,"3",0,0,3,8,1490,0,2009,0,"98133",47.7236,-122.353,1270,1156 +"2937300550","20141029T000000",1.04089e+006,5,4,4180,7232,"2",0,0,3,9,4180,0,2014,0,"98052",47.7049,-122.125,3570,6054 +"2114700368","20141118T000000",299000,2,2.5,1400,1262,"2",0,0,3,8,1160,240,2008,0,"98106",47.5342,-122.349,1060,1524 +"2213000030","20140512T000000",1.264e+006,4,3.75,3490,9170,"2",0,0,3,9,3490,0,2012,0,"98004",47.5991,-122.2,1810,8470 +"2626119062","20141112T000000",155000,3,1,1300,6098,"1",0,0,3,7,1300,0,2013,0,"98014",47.7074,-121.364,1300,6849 +"7338220160","20150225T000000",319500,4,2.5,2730,4962,"2",0,0,3,8,2730,0,2006,0,"98002",47.3363,-122.216,2150,3802 +"2781280310","20141222T000000",274000,3,2.5,1830,2517,"2",0,0,3,8,1830,0,2005,0,"98055",47.4496,-122.189,1610,2762 +"3448740070","20140616T000000",429000,5,2.5,2340,4500,"2",0,0,3,7,2340,0,2009,0,"98059",47.4911,-122.154,2190,4500 +"2895800710","20141202T000000",267800,3,1.75,1410,1899,"2",0,0,3,8,1410,0,2014,0,"98106",47.5171,-122.347,1410,1811 +"0723049434","20150408T000000",369950,3,2.5,1930,8254,"2",0,0,3,7,1930,0,2014,0,"98146",47.4973,-122.346,1540,8849 +"2922059212","20150109T000000",480000,6,5,3028,18055,"2",0,0,3,7,3028,0,2005,0,"98030",47.3651,-122.197,1400,34575 +"1441000350","20140915T000000",440000,4,3.5,3180,4869,"2",0,0,3,8,2390,790,2007,0,"98055",47.4482,-122.206,2850,4500 +"8562790310","20150324T000000",839704,4,3.25,2950,4161,"2",0,0,3,10,2210,740,2014,0,"98027",47.5297,-122.073,2790,3693 +"2767604425","20150129T000000",535000,3,3.25,1430,1276,"3",0,0,3,8,1430,0,2007,0,"98107",47.6712,-122.38,1430,1243 +"0306000565","20140825T000000",290000,2,1.5,1020,1275,"3",0,0,3,8,1020,0,2008,0,"98103",47.7003,-122.346,980,1415 +"6130500060","20140721T000000",370000,3,2.5,1650,1793,"3",0,0,3,8,1650,0,2007,0,"98133",47.7107,-122.332,1650,1863 +"3362400125","20150303T000000",405000,3,2,1060,651,"3",0,0,3,7,1060,0,2007,0,"98103",47.6828,-122.345,1440,1501 +"1442880510","20140530T000000",499431,4,2.75,2620,6019,"2",0,0,3,8,2620,0,2013,0,"98045",47.484,-121.771,2790,6716 +"9188200505","20140710T000000",275000,4,2.5,1830,3868,"2",0,0,3,7,1830,0,2007,0,"98118",47.5186,-122.276,2330,3868 +"1865400075","20140522T000000",320000,3,2.25,998,844,"2",0,0,3,7,798,200,2007,0,"98117",47.6983,-122.367,998,1110 +"7853320550","20140805T000000",425000,4,2.5,2070,4427,"2",0,0,3,7,2070,0,2007,0,"98065",47.5208,-121.869,2070,4556 +"9831200172","20150227T000000",1.45e+006,4,3.5,2860,2199,"3",0,0,3,10,2860,0,2013,0,"98102",47.6262,-122.323,1990,1378 +"8141300030","20150210T000000",340000,3,2,1920,5688,"1",0,3,3,9,1920,0,2007,0,"98022",47.1952,-121.976,2384,4802 +"7899800863","20141001T000000",299900,3,2.5,1210,2046,"2",0,0,3,9,920,290,2008,0,"98106",47.5212,-122.357,1070,651 +"0745530240","20141226T000000",865950,5,3.5,4890,12039,"2",0,0,3,9,3590,1300,2014,0,"98011",47.7338,-122.208,4590,10079 +"4055700784","20140815T000000",720000,4,2.5,3420,17038,"2",0,0,3,9,3420,0,2007,0,"98034",47.718,-122.241,2520,14190 +"1180000830","20141002T000000",460000,4,3.5,2870,3225,"2",0,3,3,9,2070,800,2006,0,"98178",47.5009,-122.225,1770,6450 +"0291310270","20141119T000000",375000,3,2.5,1600,2042,"2",0,0,3,8,1600,0,2005,0,"98027",47.5341,-122.067,1445,1370 +"1934800162","20150511T000000",386180,2,1.5,960,1829,"2",0,0,3,7,960,0,2005,0,"98122",47.6032,-122.308,1470,1829 +"2309710070","20150114T000000",280000,3,2.75,1740,5639,"1",0,3,3,7,1740,0,2010,0,"98022",47.1942,-121.977,2380,5331 +"6181500340","20140808T000000",359000,4,2.5,2575,4725,"2",0,0,3,8,2575,0,2011,0,"98001",47.3058,-122.277,2575,5323 +"7853220390","20140502T000000",785000,5,3.25,3660,11995,"2",0,2,3,10,3660,0,2006,0,"98065",47.5337,-121.86,3320,11241 +"9834201375","20150206T000000",425000,3,2.25,1420,1230,"2",0,0,3,8,940,480,2009,0,"98144",47.5703,-122.288,1400,1230 +"5214510060","20150504T000000",575000,5,2.5,3070,7200,"2",0,0,3,8,3070,0,2005,0,"98059",47.4939,-122.137,2590,7200 +"3221079050","20150303T000000",465000,3,2.5,1920,144619,"1",0,0,3,8,1920,0,2014,0,"98022",47.2683,-121.946,2010,48787 +"1266200140","20150506T000000",1.85e+006,4,3.25,4160,10335,"2",0,0,3,10,4160,0,2014,0,"98004",47.6235,-122.192,1840,10333 +"2523039346","20150218T000000",720000,4,3.25,3276,10801,"2",0,0,3,9,3276,0,2008,0,"98166",47.4585,-122.361,2010,11656 +"1624049293","20140506T000000",390000,5,3.75,2890,5000,"1",0,0,3,7,1310,1580,2006,0,"98108",47.5701,-122.296,1930,5117 +"1973700030","20150429T000000",2.205e+006,3,2.5,3430,10177,"2",0,0,3,10,3430,0,2014,0,"98034",47.7159,-122.251,3110,12339 +"1070000390","20140702T000000",1.05469e+006,4,3.5,3390,3979,"2",0,0,3,9,2610,780,2014,0,"98199",47.6482,-122.408,3350,4165 +"2524059269","20140610T000000",915000,6,3.75,2930,14980,"2",0,3,3,9,2930,0,2013,0,"98006",47.5441,-122.117,3210,10787 +"1972200326","20150422T000000",562000,2,2.25,1300,1314,"3",0,0,3,8,1300,0,2008,0,"98103",47.6536,-122.356,1300,1312 +"3796000400","20141120T000000",349000,2,1.75,1250,1208,"2",0,0,3,7,1040,210,2007,0,"98144",47.6004,-122.299,1250,1656 +"0321030070","20140814T000000",375000,4,2.5,2310,7800,"2",0,0,3,8,2310,0,2011,0,"98042",47.3737,-122.164,2310,7140 +"0476000118","20141212T000000",479950,2,2.25,1360,1336,"3",0,0,3,8,1360,0,2008,0,"98107",47.6714,-122.392,1280,1295 +"2909310060","20150109T000000",319000,4,2.5,2020,5100,"2",0,0,3,7,2020,0,2010,0,"98023",47.2822,-122.357,2300,5685 +"0832700240","20141003T000000",325000,3,1.5,1270,1067,"3",0,0,3,8,1270,0,2009,0,"98133",47.7236,-122.353,1090,1118 +"1442880570","20140821T000000",505657,4,2.75,2790,8092,"2",0,0,3,8,2790,0,2013,0,"98045",47.4834,-121.773,2790,6154 +"9542840060","20150305T000000",340000,4,2.5,2320,4142,"2",0,0,3,7,2320,0,2010,0,"98038",47.3662,-122.019,2150,4140 +"0629650370","20150123T000000",250000,3,2.5,1750,6351,"2",0,0,3,7,1750,0,2012,0,"98001",47.2589,-122.256,1398,6092 +"7967000060","20140926T000000",349500,4,2.5,2030,4596,"2",0,0,3,8,2030,0,2014,0,"98001",47.3515,-122.275,2040,4705 +"3904100041","20150424T000000",290750,3,2.5,1270,865,"2",0,0,3,7,1080,190,2008,0,"98118",47.5351,-122.279,1630,7752 +"9268850860","20150505T000000",715000,5,3.25,2710,2356,"2",0,0,3,8,2230,480,2013,0,"98027",47.5394,-122.028,2160,2108 +"1454100127","20140811T000000",689950,4,2.75,2520,8433,"2",0,0,3,8,2520,0,2014,0,"98125",47.7214,-122.289,1890,7772 +"2856101290","20140924T000000",425000,2,2.5,1340,1263,"3",0,0,3,8,1340,0,2008,0,"98117",47.6788,-122.388,1510,1260 +"2767601872","20150119T000000",657000,2,3,1570,1281,"3",0,0,3,8,1570,0,2014,0,"98107",47.6741,-122.384,1570,2500 +"0255370570","20141120T000000",359950,4,3.5,2690,5564,"2",0,0,3,7,2690,0,2007,0,"98038",47.3537,-122.018,2210,4046 +"0301401370","20140731T000000",319900,4,2.75,2475,4276,"2",0,0,3,7,2475,0,2014,0,"98002",47.345,-122.21,2475,4000 +"1604601804","20150416T000000",532000,3,3.75,2260,2050,"2",0,0,3,9,1170,1090,2010,0,"98118",47.566,-122.29,2130,3082 +"6749700004","20150330T000000",291000,2,1,840,863,"3",0,0,3,8,840,0,2008,0,"98103",47.6974,-122.349,1110,1190 +"1806900499","20140721T000000",675000,3,3.25,1720,1330,"2",0,0,3,8,1030,690,2004,0,"98112",47.62,-122.309,1720,1520 +"7625703435","20150121T000000",885000,3,2.25,2940,6500,"3",0,0,3,9,2940,0,2014,0,"98136",47.5482,-122.388,1680,6500 +"7324900016","20141021T000000",1.45e+006,5,3.5,4170,9090,"2",0,0,3,10,4170,0,2008,0,"98004",47.5918,-122.196,1930,13635 +"3575303430","20141016T000000",780000,6,4.25,4310,10000,"2",0,0,3,8,2950,1360,2008,0,"98074",47.6214,-122.062,2100,10000 +"9492500140","20140712T000000",839950,4,2.75,3010,7200,"2",0,0,3,9,3010,0,2014,0,"98033",47.6948,-122.179,3010,7203 +"9268851670","20150424T000000",645000,3,2.5,2170,1984,"2.5",0,0,3,8,2170,0,2008,0,"98027",47.5401,-122.027,2150,1984 +"0301400830","20141223T000000",263000,3,2.5,1584,3200,"2",0,0,3,7,1584,0,2011,0,"98002",47.3451,-122.215,1584,2800 +"4310702918","20141030T000000",345000,2,2.25,1110,1290,"3",0,0,3,8,1110,0,2006,0,"98103",47.6968,-122.34,1360,1251 +"4305600240","20141125T000000",505000,4,2.5,2420,5006,"2",0,0,3,8,2420,0,2013,0,"98059",47.4795,-122.126,2750,5471 +"7169500200","20140903T000000",522500,2,2.25,1430,1210,"2",0,0,3,8,1340,90,2005,0,"98115",47.6765,-122.301,1430,1016 +"3943600070","20140811T000000",400000,3,2.5,2393,4788,"2",0,0,3,8,2393,0,2012,0,"98055",47.4517,-122.204,2439,5477 +"1048000060","20140619T000000",543000,3,2.25,1240,949,"3",0,0,3,8,1240,0,2008,0,"98103",47.6488,-122.334,1310,1140 +"3449500045","20141013T000000",495000,4,2.5,2980,12075,"1",0,0,3,8,1910,1070,2007,0,"98056",47.5074,-122.172,2240,12075 +"1438000200","20140911T000000",549995,4,3.5,2970,6587,"2",0,0,3,8,2260,710,2014,0,"98059",47.4776,-122.122,2970,5690 +"5424100030","20150211T000000",327555,3,2.5,2329,5720,"2",0,0,3,8,2329,0,2010,0,"98030",47.362,-122.2,2197,5720 +"7853270710","20150409T000000",690000,5,3.25,3340,9075,"2",0,0,3,8,2600,740,2005,0,"98065",47.5446,-121.88,2770,6646 +"9161100075","20150318T000000",673000,4,2.25,2580,2875,"2",0,0,3,9,2580,0,2015,0,"98116",47.5674,-122.392,1290,5750 +"1085622860","20140721T000000",384435,3,2.5,2029,3906,"2",0,0,3,9,2029,0,2014,0,"98003",47.341,-122.18,2029,3920 +"9578090240","20140815T000000",780000,4,2.75,3430,6500,"2",0,0,3,9,3050,380,2006,0,"98052",47.7079,-122.106,3070,6802 +"4083306045","20141029T000000",1.375e+006,5,3.75,3330,5042,"2",0,2,3,9,2470,860,2014,0,"98103",47.6497,-122.339,1780,3990 +"6666830320","20150324T000000",950968,5,3.5,3220,5081,"2",0,0,3,8,3220,0,2013,0,"98052",47.7048,-122.111,2970,5753 +"8562780160","20150329T000000",334950,2,2.25,1240,750,"2",0,0,3,7,1150,90,2008,0,"98027",47.5322,-122.073,1240,750 +"2767704603","20140609T000000",489000,3,3.5,1500,1249,"2",0,0,3,8,1240,260,2004,0,"98107",47.6727,-122.373,1440,1850 +"5631500292","20150420T000000",600000,3,3,3530,8345,"2",0,0,3,10,3530,0,2006,0,"98028",47.7338,-122.234,1940,9600 +"2424039036","20140822T000000",282000,3,2.25,1260,915,"2",0,0,3,8,1020,240,2007,0,"98106",47.555,-122.363,1260,1056 +"2867300030","20140801T000000",442000,4,4,4168,8485,"2",0,0,3,10,3222,946,2007,0,"98023",47.3029,-122.387,4362,8100 +"6661200260","20150512T000000",220000,2,1.5,1030,2850,"2",0,0,3,7,1030,0,1995,0,"98038",47.3845,-122.039,1030,3000 +"7238000240","20150218T000000",489000,3,2.5,3080,5598,"2",0,0,3,8,3080,0,2006,0,"98055",47.4372,-122.206,3080,5303 +"4051150070","20141223T000000",250000,3,1.5,1072,4339,"2",0,0,3,7,1072,0,2009,0,"98042",47.386,-122.162,1443,4341 +"1442880320","20140724T000000",484259,4,2.75,2790,5000,"2",0,0,3,8,2790,0,2014,0,"98045",47.4831,-121.773,2620,5527 +"3616600003","20150302T000000",1.68e+006,3,2.5,4090,16972,"2",0,2,3,11,3590,500,2007,0,"98177",47.7258,-122.37,3740,16972 +"3862710030","20150424T000000",450000,3,2.5,1800,4357,"2",0,0,3,8,1800,0,2013,0,"98065",47.5337,-121.841,1800,3663 +"9828201361","20141114T000000",299000,2,1.5,830,1276,"2",0,0,3,7,830,0,2005,0,"98122",47.6175,-122.297,1540,1484 +"4019500030","20141029T000000",450000,3,2.5,2280,4557,"2",0,0,3,8,2280,0,2010,0,"98028",47.7733,-122.266,2070,4610 +"3630240140","20150123T000000",585000,4,3,2110,1286,"2",0,0,3,9,1710,400,2007,0,"98029",47.5444,-122.014,2000,1286 +"5695000270","20141103T000000",660000,3,2.25,1570,1680,"3",0,0,3,8,1570,0,2014,0,"98103",47.6585,-122.348,1290,1870 +"2349300069","20140512T000000",301500,2,1.5,830,1333,"2",0,0,3,7,830,0,2005,0,"98136",47.5506,-122.381,1120,4822 +"6790830060","20140915T000000",949950,4,3.75,4120,8258,"2",0,0,3,10,4120,0,2012,0,"98075",47.5872,-122.055,3730,8332 +"3630200640","20141030T000000",759990,4,2.5,2540,5760,"2",0,0,3,9,2540,0,2009,0,"98029",47.5405,-121.993,2580,3600 +"7967000160","20150316T000000",355000,4,2.75,2050,4000,"2",0,0,3,8,2050,0,2014,0,"98001",47.3522,-122.275,2050,4000 +"9492500160","20140723T000000",889950,4,2.75,3080,7242,"2",0,0,3,9,3080,0,2014,0,"98033",47.6948,-122.178,3010,7205 +"9268851740","20140701T000000",629800,3,2.5,2390,1984,"2",0,0,3,8,2220,170,2008,0,"98027",47.5405,-122.027,2150,1984 +"3342100421","20150424T000000",745000,4,2.5,3170,5100,"2",0,0,3,9,3170,0,2012,0,"98056",47.5187,-122.208,1580,5100 +"6362900138","20141103T000000",379900,2,1.5,1240,1331,"2",0,0,3,7,1050,190,2007,0,"98144",47.5959,-122.298,1250,1431 +"9358001422","20141114T000000",335000,3,2.5,1090,1139,"2",0,0,3,8,960,130,2009,0,"98126",47.5664,-122.369,1400,1348 +"7853280350","20140512T000000",809000,5,4.5,4630,6324,"2",0,0,3,9,3210,1420,2006,0,"98065",47.5382,-121.86,4420,6790 +"7853361420","20140826T000000",569950,4,2.5,3230,5899,"2",0,0,3,8,3230,0,2012,0,"98065",47.515,-121.869,2720,5899 +"7852120030","20140808T000000",723000,4,3.5,3510,9263,"2",0,0,3,10,3510,0,2001,0,"98065",47.5413,-121.877,3690,10417 +"0731500320","20141110T000000",282000,4,2.5,1785,2552,"2",0,0,3,8,1785,0,2009,0,"98030",47.3582,-122.2,1691,2700 +"6056100102","20141030T000000",569900,5,3.25,2360,3873,"2",0,0,3,8,1990,370,2006,0,"98108",47.5635,-122.299,1720,3071 +"1823049179","20150121T000000",385000,4,2,2340,9716,"1",0,0,3,7,2340,0,2009,0,"98146",47.4842,-122.347,1180,13500 +"9268850030","20140707T000000",420000,3,2.25,1620,1075,"3",0,0,3,8,1540,80,2009,0,"98027",47.5405,-122.026,1620,1237 +"9831200159","20140806T000000",2.25e+006,3,3.25,3890,3452,"2",0,0,3,12,2890,1000,2006,0,"98102",47.626,-122.323,2860,2199 +"8924100370","20140915T000000",1.205e+006,4,3.5,3590,5335,"2",0,2,3,9,3140,450,2006,0,"98115",47.6762,-122.267,2100,6250 +"8669150700","20141208T000000",292000,4,3,1984,4460,"2",0,0,3,7,1984,0,2012,0,"98002",47.3532,-122.211,2095,3402 +"0889000024","20150316T000000",645000,3,2.25,1640,1023,"3",0,0,3,8,1640,0,2014,0,"98105",47.6636,-122.319,1720,1960 +"9268850350","20150319T000000",304500,4,2,1350,942,"3",0,0,3,7,1350,0,2008,0,"98027",47.5394,-122.026,1390,942 +"2619950310","20150507T000000",489500,4,3.5,2730,5707,"2",0,0,3,8,2000,730,2011,0,"98019",47.7327,-121.965,2430,5899 +"7430200060","20150424T000000",1.583e+006,4,4,5610,11063,"3",0,0,3,11,4750,860,2006,0,"98074",47.65,-122.065,4560,11063 +"5100400251","20150106T000000",390000,2,1,962,1992,"2",0,0,3,7,962,0,2012,0,"98115",47.6911,-122.313,1130,1992 +"2597490030","20141002T000000",815000,4,3.5,3040,4006,"2",0,0,3,8,2350,690,2013,0,"98029",47.5439,-122.011,2050,4000 +"3655500030","20150403T000000",719000,3,3.5,2540,10578,"2",0,1,3,9,2010,530,2014,0,"98006",47.547,-122.192,3240,9831 +"3751600784","20150403T000000",331210,4,2.5,2240,4800,"2",0,0,3,8,2240,0,2014,0,"98001",47.2911,-122.266,2240,5040 +"6781200013","20140507T000000",245000,3,1.5,1260,1270,"2",0,0,3,7,1040,220,2005,0,"98133",47.7111,-122.331,1260,1472 +"2619950060","20140909T000000",465000,5,4,3210,7200,"2",0,0,3,8,2410,800,2011,0,"98019",47.7329,-121.966,2750,7200 +"9523100731","20140930T000000",580000,3,2.5,1620,1171,"3",0,4,3,8,1470,150,2008,0,"98103",47.6681,-122.355,1620,1505 +"9272201318","20150414T000000",540000,3,2,1580,1972,"2.5",0,2,3,8,1180,400,2007,0,"98116",47.5903,-122.386,1500,1908 +"5676000004","20141118T000000",399000,3,2.5,1430,1250,"3",0,0,3,7,1430,0,2007,0,"98103",47.6904,-122.342,1360,1269 +"8091670070","20140804T000000",328000,4,2.5,1850,5388,"2",0,0,3,8,1850,0,2009,0,"98038",47.3494,-122.041,2140,5086 +"7853380570","20150511T000000",701000,4,2.5,3340,5314,"2",0,0,3,10,3340,0,2010,0,"98065",47.5167,-121.885,3220,5500 +"8091670200","20141022T000000",408000,3,2.75,2670,4800,"2",0,0,3,8,2670,0,2014,0,"98038",47.3483,-122.042,2340,5000 +"8084900160","20150212T000000",2.6411e+006,5,4.25,4660,16200,"2",0,2,3,11,4660,0,2005,0,"98004",47.6326,-122.216,3340,16200 +"1498300875","20140814T000000",445000,3,2.5,1550,930,"2",0,0,3,8,1060,490,2006,0,"98144",47.5857,-122.314,1550,1301 +"7853270200","20141021T000000",672500,4,2.5,3470,6651,"2",0,0,3,9,3470,0,2005,0,"98065",47.5426,-121.879,2730,6179 +"9211010320","20140709T000000",538000,3,2.5,3010,7014,"2",0,0,3,8,3010,0,2009,0,"98059",47.4949,-122.149,3030,6180 +"2867300160","20140904T000000",450000,5,3.5,3931,9497,"2",0,0,3,10,2650,1281,2014,0,"98023",47.3008,-122.386,3510,9497 +"3278605570","20140619T000000",362500,3,2.5,1800,2700,"2",0,0,3,8,1800,0,2011,0,"98126",47.5458,-122.369,1380,1200 +"4310702858","20141015T000000",414950,3,2.5,1570,1551,"3",0,0,3,8,1570,0,2008,0,"98103",47.6961,-122.341,1570,1705 +"2838000030","20150127T000000",679950,3,2.5,2230,3939,"2",0,0,3,8,2230,0,2014,0,"98133",47.73,-122.335,2230,4200 +"1673000240","20141112T000000",290000,4,2.5,2423,7292,"2",0,0,3,8,2423,0,2005,0,"98023",47.3227,-122.37,2495,7489 +"7899800791","20141023T000000",230000,3,2,1160,1174,"2",0,0,3,7,790,370,2007,0,"98106",47.5225,-122.357,1160,994 +"8682320160","20150220T000000",439950,2,2,1440,4666,"1",0,0,3,8,1440,0,2010,0,"98053",47.709,-122.019,1510,4595 +"8155870200","20140522T000000",349900,4,2.5,2052,3723,"2",0,0,3,8,2052,0,2014,0,"98003",47.2824,-122.295,2052,5250 +"2858600083","20141222T000000",550000,5,2.5,2780,9272,"2",0,0,3,8,2780,0,2014,0,"98126",47.5168,-122.378,1150,8460 +"2391601195","20150430T000000",1.05e+006,4,4.25,3720,5750,"2",0,2,3,9,2960,760,2006,0,"98116",47.5632,-122.399,2550,5750 +"0976000903","20150319T000000",655000,2,2.25,1460,1851,"2",0,0,3,9,1180,280,2014,0,"98119",47.6461,-122.362,1800,4269 +"7904700128","20141110T000000",385000,3,3.5,1370,1540,"2",0,0,3,8,1100,270,2006,0,"98116",47.5638,-122.388,1370,915 +"5609000311","20150410T000000",729999,6,4.5,3600,6110,"2",0,0,3,9,2510,1090,2012,0,"98118",47.5687,-122.291,1360,5800 +"1972201963","20140616T000000",523950,3,2.25,1420,1282,"3",0,0,3,8,1420,0,2006,0,"98103",47.6533,-122.346,1530,1280 +"9272201704","20140512T000000",369000,2,2.5,980,895,"2",0,0,3,8,670,310,2009,0,"98116",47.5874,-122.386,980,899 +"8648900060","20140505T000000",509900,3,2.5,1790,2700,"2",0,0,3,8,1790,0,2010,0,"98027",47.564,-122.093,1890,3078 +"3832050890","20140715T000000",282000,3,2.5,2010,5399,"2",0,0,3,7,2010,0,2006,0,"98042",47.3338,-122.052,2280,5141 +"0255450340","20140827T000000",387865,3,2.5,2370,4200,"2",0,0,3,8,2370,0,2014,0,"98038",47.3696,-122.018,2370,4200 +"2172000890","20141120T000000",385000,4,2.5,2560,6238,"2",0,0,3,8,2560,0,2007,0,"98178",47.4899,-122.255,2560,6240 +"6127010320","20140609T000000",536000,3,2.5,1900,6224,"2",0,0,3,7,1900,0,2005,0,"98075",47.5941,-122.004,2260,5450 +"2810100023","20140625T000000",395000,2,2.25,1350,1493,"2",0,0,3,8,1050,300,2007,0,"98136",47.5421,-122.388,1250,1202 +"8011100125","20141117T000000",545000,4,2.75,2650,6717,"2",0,0,3,10,2650,0,2014,0,"98056",47.4947,-122.171,2740,7923 +"7852090390","20150413T000000",715000,4,2.5,3020,7035,"2",0,4,3,9,3020,0,2001,0,"98065",47.5344,-121.874,3020,6771 +"3630080070","20140710T000000",348000,3,2.5,1500,2255,"2",0,0,3,7,1500,0,2005,0,"98029",47.5538,-121.997,1440,2040 +"9126100765","20140801T000000",455000,3,1.75,1320,1014,"3",0,0,3,9,1320,0,2015,0,"98122",47.6047,-122.305,1380,1495 +"7853380510","20140603T000000",575000,4,2.75,3120,7644,"2",0,0,3,10,3120,0,2010,0,"98065",47.5156,-121.884,2980,6050 +"0993000136","20141007T000000",449950,3,2.25,1540,1270,"3",0,0,3,7,1540,0,2014,0,"98103",47.6935,-122.341,1230,1454 +"3278604510","20140625T000000",364000,3,2.5,1800,2790,"2",0,0,3,8,1800,0,2011,0,"98126",47.5455,-122.371,1580,2036 +"2937300060","20141201T000000",932990,4,2.5,3640,6389,"2",0,0,3,9,3640,0,2014,0,"98052",47.7049,-122.123,3570,6303 +"9510860060","20140627T000000",710000,3,2.5,2440,4153,"2",0,0,3,9,2440,0,2003,0,"98052",47.665,-122.087,2030,4143 +"0293070310","20150213T000000",949990,4,4,3970,7314,"2",0,0,3,9,3970,0,2014,0,"98074",47.6173,-122.056,3560,5258 +"0255450400","20140731T000000",326989,3,2.5,2060,4200,"2",0,0,3,8,2060,0,2014,0,"98038",47.3706,-122.017,2370,4200 +"3845100140","20140708T000000",335606,3,2.5,2538,4600,"2",0,0,3,8,2538,0,2013,0,"98092",47.2584,-122.196,2570,4800 +"3758900075","20140507T000000",1.5325e+006,5,4.5,4270,8076,"2",0,0,3,11,3400,870,2007,0,"98033",47.699,-122.206,4100,10631 +"3395071610","20141126T000000",299950,3,2.5,1320,3150,"2",0,0,3,7,1320,0,2005,0,"98118",47.5328,-122.282,1390,1725 +"9477580030","20141014T000000",962000,4,2.75,3340,5700,"2",0,0,3,11,3340,0,2013,0,"98059",47.5059,-122.146,3340,6940 +"8138870060","20140813T000000",395825,2,2.5,1590,1679,"2",0,0,3,8,1590,0,2012,0,"98029",47.5449,-122.011,1590,1680 +"7237450030","20141014T000000",419354,5,2.75,2710,4500,"2",0,0,3,8,2710,0,2014,0,"98038",47.3547,-122.062,2710,4626 +"3767300041","20140826T000000",920000,4,2.75,3140,7258,"2",0,1,3,10,3140,0,2006,0,"98034",47.7064,-122.232,2990,13600 +"0291310370","20140829T000000",366000,3,2.25,1445,1028,"2",0,0,3,7,1300,145,2005,0,"98027",47.5339,-122.067,1445,1377 +"7853361230","20140516T000000",480000,4,2.5,2430,5000,"2",0,0,3,7,2430,0,2009,0,"98065",47.515,-121.873,2430,5441 +"7904700126","20141120T000000",388000,3,3.25,1370,915,"2",0,0,3,8,1100,270,2006,0,"98116",47.5639,-122.388,1370,1146 +"8085400376","20150421T000000",2.32e+006,4,3.5,5050,9520,"2",0,0,3,11,3610,1440,2007,0,"98004",47.6364,-122.209,2430,9248 +"9828702851","20150121T000000",730000,3,2.5,1860,1290,"2",0,0,3,9,1240,620,2010,0,"98122",47.6179,-122.301,1710,1525 +"8562710550","20140521T000000",950000,5,3.75,5330,6000,"2",0,2,3,10,3570,1760,2006,0,"98027",47.5401,-122.073,4420,5797 +"3278613210","20140728T000000",358990,3,3.25,1710,2171,"2",0,0,3,7,1400,310,2014,0,"98106",47.5434,-122.368,1380,1300 +"7694200340","20141016T000000",398651,4,2.5,2650,4120,"2",0,0,3,8,2650,0,2014,0,"98146",47.5019,-122.34,2030,3768 +"1839500055","20141114T000000",530000,4,2.5,2590,7891,"2",0,0,3,9,2590,0,2006,0,"98056",47.5055,-122.194,1400,7891 +"3448900320","20140723T000000",610360,4,2.5,2610,5562,"2",0,0,3,9,2610,0,2013,0,"98056",47.5137,-122.169,2720,7400 +"9267200226","20140502T000000",436110,3,2.5,1770,1235,"3",0,0,3,8,1600,170,2007,0,"98103",47.6965,-122.342,1680,1203 +"2895730070","20140620T000000",925000,4,2.75,3730,8014,"2",0,0,3,10,3730,0,2012,0,"98074",47.6036,-122.059,3670,8279 +"2970800105","20150313T000000",449950,4,2.5,2420,5244,"2",0,0,3,9,2420,0,2007,0,"98166",47.4729,-122.35,1400,5250 +"0325059277","20140527T000000",760000,4,2.5,3330,7399,"2",0,0,3,9,3330,0,2009,0,"98052",47.679,-122.153,2640,8601 +"6817750140","20140708T000000",293000,3,2.25,1910,3481,"2",0,0,3,8,1910,0,2009,0,"98055",47.4293,-122.188,1714,3177 +"8682320640","20150212T000000",695000,2,2.5,2170,7665,"1",0,2,3,8,2170,0,2013,0,"98053",47.7112,-122.019,2300,7100 +"8669180390","20140604T000000",285000,3,2.5,2437,5136,"2",0,0,3,7,2437,0,2011,0,"98002",47.3517,-122.21,2437,4614 +"4233600260","20141230T000000",1.25578e+006,5,4,4180,12042,"2",0,0,3,10,4180,0,2014,0,"98075",47.5959,-122.014,1800,6052 +"3278611600","20140714T000000",379900,3,2.5,1800,2791,"2",0,0,3,8,1800,0,2011,0,"98126",47.5442,-122.371,1580,2617 +"7787920160","20150427T000000",472000,5,2.5,2570,7412,"2",0,0,3,8,2570,0,2006,0,"98019",47.7265,-121.957,2890,8056 +"2517101200","20140707T000000",300000,4,2.5,2090,5195,"2",0,0,3,7,2090,0,2007,0,"98031",47.3986,-122.166,2090,5236 +"6181420200","20141120T000000",272000,4,2.5,2789,3960,"2",0,0,3,7,2789,0,2007,0,"98001",47.3059,-122.28,2547,3960 +"3845100550","20141120T000000",418395,4,2.5,2906,5893,"2",0,0,3,9,2906,0,2014,0,"98092",47.2599,-122.192,2680,4950 +"7853321180","20141222T000000",465000,5,2.5,2550,6405,"2",0,0,3,7,2550,0,2008,0,"98065",47.5191,-121.869,2190,5900 +"7502800030","20140716T000000",659950,4,2.75,3550,9400,"2",0,0,3,9,3550,0,2014,0,"98059",47.4827,-122.131,3550,9421 +"3869900139","20150107T000000",484950,3,2.25,1590,926,"3",0,0,3,8,1590,0,2014,0,"98136",47.5402,-122.387,1640,1321 +"1332700200","20150426T000000",359000,3,2.25,1950,1968,"2",0,0,4,7,1160,790,1979,0,"98056",47.5179,-122.195,1950,1968 +"9211010260","20140617T000000",519000,4,2.5,3250,4500,"2",0,0,3,8,3250,0,2009,0,"98059",47.4944,-122.149,3030,4518 +"4100500070","20140527T000000",1.71e+006,5,4.5,4590,14685,"2",0,0,3,10,4590,0,2009,0,"98033",47.664,-122.2,3030,9486 +"7708210070","20140617T000000",535000,4,2.75,3070,7201,"2",0,0,3,9,3070,0,2006,0,"98059",47.4897,-122.147,2880,8364 +"7853270520","20150409T000000",622950,4,3.25,3030,7644,"2",0,0,3,8,2830,200,2006,0,"98065",47.5457,-121.881,3400,6908 +"5126300060","20140811T000000",515000,3,2.5,2610,5845,"2",0,0,3,8,2610,0,2005,0,"98059",47.4821,-122.142,2810,5000 +"2517000260","20140522T000000",330000,4,3.5,3150,6202,"2",0,0,3,7,3150,0,2005,0,"98042",47.3993,-122.162,2950,5940 +"0832700270","20150213T000000",318000,3,1.5,1240,983,"3",0,0,3,8,1240,0,2009,0,"98133",47.7235,-122.353,1240,1026 +"3022800260","20141007T000000",439000,3,2.5,1680,2801,"2",0,0,3,7,1680,0,2011,0,"98011",47.745,-122.181,1920,2723 +"0254000241","20150324T000000",540000,3,2.5,2220,5279,"2",0,0,3,8,2220,0,2006,0,"98146",47.5132,-122.387,1610,5297 +"7237501370","20140717T000000",1.079e+006,4,3.25,4800,12727,"2",0,0,3,10,4800,0,2011,0,"98059",47.5311,-122.134,4750,13602 +"0662440030","20150326T000000",435000,4,2.5,3100,4699,"2",0,0,3,9,3100,0,2010,0,"98038",47.3785,-122.023,2450,5130 +"2524069078","20150122T000000",2.7e+006,4,4,7850,89651,"2",0,0,3,12,7850,0,2006,0,"98027",47.5406,-121.982,6210,95832 +"8895800200","20141017T000000",1.1e+006,4,2.75,3590,5625,"2",0,0,3,10,3590,0,2012,0,"98052",47.6959,-122.133,3590,5625 +"9268850160","20150206T000000",293467,4,2,1590,942,"3",0,0,3,7,1590,0,2008,0,"98027",47.54,-122.026,1390,942 +"7299600700","20150512T000000",328000,3,2.5,2242,4800,"2",0,0,3,8,2242,0,2013,0,"98092",47.2581,-122.2,2009,4800 +"0291310340","20140708T000000",550000,3,3.5,2490,3582,"2",0,0,3,8,1720,770,2005,0,"98027",47.5338,-122.067,1445,1590 +"2768100510","20150402T000000",649000,3,2,1530,1442,"3",0,0,3,9,1530,0,2015,0,"98107",47.6692,-122.372,1620,1456 +"1776230060","20140708T000000",435000,4,2.5,2150,3143,"2",0,0,3,7,2150,0,2010,0,"98059",47.5048,-122.154,2640,3200 +"1772600510","20140620T000000",625000,3,2.5,2440,4800,"2",0,0,3,10,2440,0,2014,0,"98106",47.5595,-122.365,1180,5480 +"8024200677","20150429T000000",415000,3,1.5,1270,1483,"3",0,0,3,8,1270,0,2007,0,"98115",47.6987,-122.317,1270,1413 +"0982850060","20140603T000000",400000,3,2.25,1450,4706,"2",0,0,3,7,1450,0,2009,0,"98028",47.761,-122.232,1490,4667 +"7518506715","20140506T000000",979000,3,2.5,2690,4047,"3",0,0,3,10,2690,0,2014,0,"98117",47.6797,-122.385,2040,5000 +"7202280390","20150220T000000",625250,4,2.5,2755,4831,"2",0,0,3,7,2755,0,2003,0,"98053",47.685,-122.039,2510,4831 +"0710600160","20140909T000000",665000,4,3.5,2650,3474,"2",0,0,3,8,2230,420,2011,0,"98027",47.5377,-122.046,2330,3474 +"0952005525","20140627T000000",589500,3,3.25,2310,3075,"2",0,0,3,8,1730,580,2005,0,"98116",47.5644,-122.383,2310,3075 +"2487700274","20150309T000000",437000,2,3,1460,1452,"2",0,0,3,8,1140,320,2007,0,"98136",47.5224,-122.39,1460,1452 +"3449000060","20141001T000000",320000,3,1,1400,9000,"1",0,0,5,7,1400,0,1959,0,"98059",47.5022,-122.145,1440,8400 +"7830800473","20150114T000000",333500,3,2.5,2196,7475,"2",0,0,3,8,2196,0,2006,0,"98030",47.3803,-122.204,1860,6755 +"6056100370","20141124T000000",430000,3,2.25,2020,2750,"2",0,0,3,8,1680,340,2008,0,"98108",47.5633,-122.297,1720,1546 +"2126059295","20140805T000000",995500,5,4.5,4280,8465,"2",0,0,3,10,4280,0,2014,0,"98034",47.7325,-122.165,2990,11067 +"1442880340","20140603T000000",427874,3,3,2340,5002,"2",0,0,3,8,2340,0,2013,0,"98045",47.4831,-121.773,2790,5375 +"7694200070","20140521T000000",334990,4,2.5,2220,4228,"2",0,0,3,8,2220,0,2014,0,"98146",47.5014,-122.341,2220,4157 +"8562710640","20150211T000000",909500,4,4,4420,5940,"2",0,0,3,10,3410,1010,2006,0,"98027",47.5397,-122.072,4510,5797 +"3832050860","20150319T000000",210000,3,2,1580,4961,"2",0,0,3,7,1580,0,2006,0,"98042",47.3338,-122.053,2280,5000 +"2526059225","20150123T000000",952990,4,2.75,3550,6558,"2",0,0,3,9,3550,0,2013,0,"98052",47.7076,-122.115,3140,5617 +"1972200139","20150218T000000",622500,2,1.75,1510,851,"3",0,0,3,8,1420,90,2013,0,"98107",47.6536,-122.358,1300,1338 +"2768100186","20140618T000000",515000,3,3.5,1360,1419,"2",0,0,3,8,1040,320,2007,0,"98107",47.6697,-122.371,1560,1977 +"6791400070","20150126T000000",350000,3,2.5,2040,13590,"2",0,0,3,8,2040,0,2009,0,"98042",47.3122,-122.04,1850,12485 +"0424049284","20141016T000000",310000,1,1.5,1120,912,"3",0,0,3,7,1120,0,2011,0,"98144",47.5924,-122.299,1380,3200 +"7853280550","20140528T000000",700000,4,3.5,4490,5099,"2",0,0,3,9,3390,1100,2006,0,"98065",47.5394,-121.861,4290,5537 +"7768800270","20140715T000000",907687,4,2.5,3560,6786,"2",0,0,3,9,2930,630,2014,0,"98075",47.5756,-122.071,3560,5886 +"8682320350","20140709T000000",741500,2,2.5,2150,5760,"1",0,0,3,8,2150,0,2010,0,"98053",47.7094,-122.018,1640,4680 +"1776460140","20140724T000000",395000,3,2.5,2130,5088,"2",0,0,3,8,1840,290,2011,0,"98019",47.7329,-121.976,2130,5762 +"5045700400","20150223T000000",559950,5,2.75,2990,6370,"2",0,0,3,8,2990,0,2014,0,"98059",47.4853,-122.154,2730,5740 +"3356402702","20140725T000000",215000,4,2.5,1847,8000,"2",0,0,3,7,1847,0,2008,0,"98001",47.2872,-122.257,1847,8000 +"2140950160","20150222T000000",390000,4,2.5,2610,7227,"2",0,0,3,9,2610,0,2011,0,"98010",47.314,-122.023,2630,7421 +"2621069017","20150303T000000",425000,3,2.25,1670,107157,"1",0,0,3,7,1670,0,2007,0,"98022",47.2743,-122.009,3310,108900 +"1422069070","20150507T000000",472000,3,2.5,1860,415126,"2",0,0,3,7,1860,0,2006,0,"98038",47.3974,-122.005,2070,54014 +"2579500181","20150407T000000",1.33e+006,4,3.5,3440,9776,"2",0,0,3,10,3440,0,2006,0,"98040",47.5374,-122.216,2400,11000 +"7852120140","20140610T000000",695000,4,3.5,3510,9364,"2",0,0,3,10,3510,0,2001,0,"98065",47.54,-121.876,3510,9161 +"9274200324","20150120T000000",545000,3,2.5,1740,1279,"3",0,0,3,8,1740,0,2008,0,"98116",47.589,-122.387,1740,1280 +"0422000075","20140711T000000",389950,4,2.5,2240,5500,"2",0,0,3,8,2240,0,2013,0,"98056",47.496,-122.169,700,5500 +"0263000253","20150330T000000",380000,3,2.25,1550,1485,"3",0,0,3,8,1550,0,2011,0,"98103",47.6989,-122.346,1550,1480 +"9268850140","20141117T000000",288790,4,2,1390,745,"3",0,0,3,7,1390,0,2008,0,"98027",47.5401,-122.026,1390,942 +"9306500200","20150401T000000",432500,3,3,2500,6000,"2",0,0,3,8,2500,0,2012,0,"98058",47.4408,-122.161,2130,6000 +"8562770350","20141206T000000",615000,3,3.5,2710,3326,"2",0,0,3,8,1650,1060,2005,0,"98027",47.5371,-122.073,2280,2738 +"2026049326","20140707T000000",500000,3,2.5,1720,3012,"2",0,0,3,9,1720,0,2011,0,"98133",47.7312,-122.334,1720,7658 +"9126101090","20140531T000000",615000,3,2.25,1760,1146,"3",0,0,3,9,1760,0,2014,0,"98122",47.6073,-122.304,1346,3472 +"2888000030","20140926T000000",500000,4,2.25,2270,8196,"1",0,0,5,7,1150,1120,1963,0,"98034",47.7214,-122.227,1920,10122 +"8032700075","20141015T000000",622000,3,3.5,1690,1765,"2",0,0,3,8,1370,320,2006,0,"98103",47.6536,-122.34,1690,1694 +"7853440140","20150409T000000",802945,5,3.5,4000,9234,"2",0,0,3,9,4000,0,2015,0,"98024",47.5265,-121.887,3690,6600 +"1245003330","20140731T000000",1.26e+006,4,2.5,2880,9003,"2",0,0,3,10,2880,0,2008,0,"98033",47.6844,-122.199,2640,8126 +"1176001124","20150224T000000",598950,3,2.5,1480,1531,"3",0,0,3,8,1480,0,2014,0,"98107",47.669,-122.402,1530,1321 +"7853360990","20150102T000000",430000,3,2.5,1950,4949,"2",0,0,3,7,1950,0,2009,0,"98065",47.5155,-121.87,2200,5740 +"7853320030","20141124T000000",515000,4,2.75,2700,5150,"2",0,0,3,9,2700,0,2009,0,"98065",47.5209,-121.874,2700,5747 +"7576200012","20140717T000000",1.262e+006,2,3,2210,3917,"2",0,0,3,10,1500,710,2008,0,"98122",47.6166,-122.291,1720,3933 +"7207900030","20140609T000000",400000,4,3.5,2370,3692,"2.5",0,0,3,8,2370,0,2013,0,"98056",47.5044,-122.17,2520,5425 +"0952006827","20150422T000000",390000,3,2.5,1310,1254,"2",0,0,3,7,850,460,2007,0,"98116",47.5622,-122.384,1310,1372 +"7853321090","20141001T000000",450000,3,2.5,2410,4293,"2",0,0,3,7,2410,0,2007,0,"98065",47.5196,-121.869,2190,5900 +"1042700060","20140516T000000",804995,5,1.5,3360,5402,"2",0,0,3,9,3360,0,2014,0,"98074",47.6067,-122.053,3360,5415 +"2597490140","20150326T000000",825000,4,3.25,3040,4155,"2",0,0,3,8,2350,690,2013,0,"98029",47.5429,-122.012,2680,4000 +"7852130800","20140513T000000",435000,4,2.25,2140,6355,"2",0,0,3,7,2140,0,2002,0,"98065",47.5367,-121.88,2480,5746 +"7625702967","20140609T000000",398000,3,2.5,1720,1715,"2",0,0,3,7,1240,480,2004,0,"98136",47.5481,-122.384,1610,1626 +"3845100640","20140605T000000",411605,4,2.5,2658,3960,"2",0,0,3,9,2658,0,2014,0,"98092",47.2603,-122.194,2578,4200 +"1773100922","20141208T000000",315000,3,3.25,1480,983,"2",0,0,3,8,1180,300,2013,0,"98106",47.5555,-122.363,1330,1062 +"2770602493","20141120T000000",455000,2,2,1350,1209,"3",0,0,3,8,1350,0,2013,0,"98199",47.649,-122.383,1310,982 +"0475000187","20150501T000000",452950,3,2.5,1150,1194,"2",0,0,3,8,1020,130,2006,0,"98107",47.6684,-122.365,1450,1714 +"6056100383","20140520T000000",380000,3,1.75,1690,1468,"2",0,0,3,8,1380,310,2008,0,"98108",47.563,-122.297,1690,1936 +"6056111370","20141124T000000",340000,2,1.75,1270,1916,"2",0,0,3,8,1270,0,2012,0,"98108",47.5648,-122.294,1140,1916 +"9578500510","20141103T000000",409950,3,2.5,2655,5080,"2",0,0,3,8,2655,0,2013,0,"98023",47.2972,-122.348,2879,5232 +"9828701488","20150504T000000",360000,2,1,880,1165,"2",0,0,3,8,880,0,2005,0,"98122",47.6192,-122.297,1640,3825 +"6600000217","20150403T000000",1.595e+006,4,4.25,4645,7757,"2",0,0,3,10,3855,790,2006,0,"98112",47.6248,-122.29,2150,6970 +"8024200685","20140520T000000",440000,3,1.5,1270,1443,"3",0,0,3,8,1270,0,2007,0,"98115",47.699,-122.317,1270,1413 +"2923039264","20140910T000000",730000,2,1.75,1728,95950,"1",0,3,3,9,1728,0,2012,0,"98070",47.4579,-122.443,1720,35735 +"8073900070","20140522T000000",408000,3,2.25,1950,7221,"1",0,0,4,8,1950,0,2006,0,"98188",47.431,-122.285,2310,8125 +"2419700030","20140825T000000",820000,4,2.5,3170,3862,"3",0,0,3,8,3170,0,2008,0,"98034",47.6705,-122.145,2840,4181 +"9396700024","20140731T000000",360000,2,2.5,1233,1244,"2",0,0,3,7,963,270,2007,0,"98136",47.5533,-122.381,1230,1300 +"3845100160","20140620T000000",339990,3,2.5,2570,4600,"2",0,0,3,8,2570,0,2014,0,"98092",47.2582,-122.196,2570,5000 +"9126100814","20141008T000000",515000,3,2,1560,1020,"3",0,0,3,8,1560,0,2014,0,"98122",47.605,-122.304,1560,1728 +"1982201595","20150121T000000",541000,3,1.75,1630,1166,"2",0,0,3,8,1020,610,2013,0,"98107",47.6646,-122.367,1420,1670 +"8151600973","20150406T000000",375000,4,2.5,2510,7245,"2",0,0,3,9,2510,0,2007,0,"98146",47.5096,-122.363,1830,8900 +"2722059322","20141020T000000",320000,4,2.5,2223,5780,"2",0,0,3,8,2223,0,2010,0,"98042",47.3586,-122.157,1690,7766 +"8562780090","20150227T000000",325000,2,2.25,1230,1058,"2",0,0,3,7,1160,70,2008,0,"98027",47.5325,-122.073,1240,817 +"3346300356","20150318T000000",740000,5,2.75,3050,7520,"2",0,0,3,8,3050,0,2014,0,"98056",47.5245,-122.184,2180,10800 +"7237450600","20141030T000000",450000,5,2.75,2710,6220,"2",0,0,3,8,2710,0,2014,0,"98038",47.3555,-122.061,2530,4759 +"8944550100","20140723T000000",455000,4,2.5,2090,4400,"2",0,0,3,8,2090,0,2011,0,"98118",47.5403,-122.286,2090,3430 +"3438502437","20150203T000000",292500,3,2.5,1440,1068,"2",0,0,3,8,1160,280,2006,0,"98106",47.5393,-122.361,1580,1483 +"2423069039","20140806T000000",650000,3,2.5,2500,51836,"1",0,0,3,9,1510,990,2013,0,"98027",47.4694,-121.989,2270,54450 +"8011100047","20150306T000000",530000,4,2.75,2740,7872,"2",0,0,3,10,2740,0,2015,0,"98056",47.4954,-122.172,1220,6300 +"1042700300","20140804T000000",829995,5,3.25,3360,6120,"2",0,0,3,9,3360,0,2014,0,"98074",47.607,-122.053,3230,5398 +"1776460110","20141223T000000",395000,4,2.75,2280,5013,"2",0,0,3,8,2280,0,2009,0,"98019",47.7333,-121.976,2130,5121 +"0293070090","20140711T000000",859990,4,2.75,3520,5500,"2",0,0,3,9,3520,0,2014,0,"98074",47.6181,-122.056,3340,5500 +"7548301044","20140710T000000",342500,2,1.5,1320,826,"2",0,0,3,8,1100,220,2008,0,"98144",47.5879,-122.304,1340,1213 +"7203160090","20141205T000000",743000,4,2.75,3410,5838,"2",0,0,3,9,3410,0,2012,0,"98053",47.6931,-122.022,3420,7048 +"8096800110","20141215T000000",345000,3,2.25,2730,9388,"1",0,0,3,7,1390,1340,1975,0,"98030",47.3785,-122.185,2255,5701 +"3278600900","20141231T000000",443000,3,2.5,1780,2778,"2",0,0,3,8,1530,250,2007,0,"98126",47.5487,-122.372,1380,1998 +"4051150100","20140929T000000",260000,3,2.5,1427,4337,"2",0,0,3,7,1427,0,2009,0,"98042",47.3857,-122.162,1443,4347 +"0925059311","20140722T000000",810000,4,2.5,2910,6555,"2",0,0,3,9,2910,0,2005,0,"98033",47.6659,-122.172,2910,10419 +"4305600100","20141222T000000",570000,4,2.75,3250,5600,"2",0,0,3,8,3250,0,2011,0,"98059",47.4806,-122.125,2730,5667 +"2311400195","20150303T000000",1.5631e+006,5,3.5,3630,8100,"2",0,0,3,10,3630,0,2008,0,"98004",47.5951,-122.2,1730,8246 +"1732800194","20141113T000000",840000,2,2.5,1680,975,"3",0,0,3,9,1680,0,2009,0,"98119",47.6321,-122.361,1680,977 +"5015001452","20150414T000000",950000,3,2.5,2280,2296,"3",0,0,3,9,1890,390,2013,0,"98112",47.6256,-122.299,1390,4000 +"7853430690","20150127T000000",572800,3,2.5,3310,4682,"2",0,0,3,9,2380,930,2015,0,"98065",47.5201,-121.885,2660,5166 +"3821700038","20141001T000000",305000,3,3,1290,1112,"3",0,0,3,7,1290,0,2008,0,"98125",47.7282,-122.296,1230,9000 +"5078400215","20140730T000000",1.695e+006,5,4.75,3940,7067,"2",0,0,3,10,3230,710,2008,0,"98004",47.6232,-122.205,1910,7735 +"1773100315","20140827T000000",445000,4,2.5,2170,6000,"2",0,0,3,7,1630,540,2008,0,"98106",47.5589,-122.365,1720,5668 +"2224069165","20140902T000000",801000,4,3.5,3290,8059,"2",0,0,3,9,3290,0,2012,0,"98029",47.5573,-122.02,3290,10758 +"9510861140","20140714T000000",711000,3,2.5,2550,5376,"2",0,0,3,9,2550,0,2004,0,"98052",47.6647,-122.083,2250,4050 +"3277801431","20140827T000000",268500,3,2.25,1140,977,"2",0,0,3,7,850,290,2008,0,"98126",47.5439,-122.375,1140,976 +"1760650750","20141006T000000",320000,4,2.5,2300,3825,"2",0,0,3,7,2300,0,2012,0,"98042",47.3594,-122.082,2110,3825 +"1607100038","20140921T000000",500000,4,3.25,2670,5001,"1",0,0,3,9,1640,1030,2013,0,"98108",47.5666,-122.293,1610,5001 +"1862400176","20140505T000000",631625,4,2.5,2440,6651,"2",0,0,3,9,2440,0,2014,0,"98117",47.6971,-122.371,1350,7653 +"5457801833","20150127T000000",850000,2,2.5,1611,2210,"2",0,2,3,10,1611,0,2005,0,"98109",47.6291,-122.347,2070,2182 +"8562770110","20141027T000000",600000,3,3.5,2710,3290,"2",0,0,3,8,1650,1060,2006,0,"98027",47.5367,-122.072,2440,3290 +"2623039019","20140508T000000",988500,3,2.75,2015,16807,"2",1,4,3,9,2015,0,2007,0,"98166",47.45,-122.377,1780,12310 +"9578500690","20150327T000000",430236,4,3.25,3444,5166,"2",0,0,3,8,2714,730,2014,0,"98023",47.2966,-122.348,2848,5182 +"0711000110","20140915T000000",1.26652e+006,3,2.5,3060,9576,"2",0,0,3,10,3060,0,2005,0,"98004",47.5928,-122.199,3060,9579 +"2597490750","20150428T000000",689500,4,2.5,2050,2772,"2",0,0,3,8,2050,0,2013,0,"98029",47.5431,-122.011,1800,2886 +"6056100165","20141201T000000",175003,3,1.5,1390,1882,"2",0,0,3,7,1390,0,2014,0,"98108",47.5667,-122.297,1490,2175 +"2767603824","20140915T000000",459000,2,2.5,1240,1249,"3",0,0,3,8,1240,0,2006,0,"98107",47.6718,-122.386,1240,2500 +"7237550110","20150424T000000",1.18e+006,4,3.25,3750,74052,"2",0,0,3,10,3750,0,2013,0,"98053",47.658,-122.006,4920,74052 +"2325300037","20140902T000000",358000,3,3.25,1410,1442,"3",0,0,3,8,1360,50,2006,0,"98125",47.7183,-122.317,1500,1200 +"1085623710","20140714T000000",447055,4,2.5,2448,4949,"2",0,0,3,9,2448,0,2014,0,"98030",47.3428,-122.179,2815,5446 +"0774100475","20140627T000000",415000,3,2.75,2600,64626,"1.5",0,0,3,8,2600,0,2009,0,"98014",47.7185,-121.405,1740,64626 +"1489300215","20141013T000000",1.21e+006,4,3.25,3330,9000,"2",0,0,3,9,2870,460,2004,0,"98033",47.6836,-122.208,2550,6349 +"9828702902","20141021T000000",495000,2,2.25,1160,1010,"2",0,0,3,8,1000,160,2006,0,"98112",47.6207,-122.301,1200,1170 +"6371000100","20141120T000000",479000,2,2.25,1330,1380,"2",0,0,3,8,1060,270,2005,0,"98116",47.577,-122.41,1580,4802 +"2025069140","20150317T000000",1.898e+006,3,2.5,2830,4334,"3",1,4,3,10,2830,0,2006,0,"98074",47.6318,-122.071,2830,38211 +"2781280300","20141016T000000",249900,3,2.5,1610,3517,"2",0,0,3,8,1610,0,2005,0,"98055",47.4496,-122.189,1830,2889 +"9551201240","20141030T000000",1.465e+006,4,2.5,2800,4000,"2",0,0,3,9,2800,0,2011,0,"98103",47.6695,-122.339,1770,4200 +"2726059144","20150410T000000",1.037e+006,5,3.75,4570,10194,"2",0,0,3,11,4570,0,2006,0,"98034",47.718,-122.161,2040,7560 +"5363200100","20141020T000000",897000,4,2.5,2820,6120,"2",0,0,3,9,2820,0,2014,0,"98115",47.6911,-122.293,1510,6120 +"1725059330","20150327T000000",1.1e+006,4,2.5,2570,9470,"2",0,0,3,9,2570,0,2006,0,"98033",47.6548,-122.19,2570,10663 +"7234601140","20141113T000000",685000,3,2.25,1710,1193,"2",0,0,3,9,1140,570,2014,0,"98122",47.6173,-122.31,1510,1193 +"3057000300","20140930T000000",295000,3,1.5,1220,3286,"2",0,0,3,7,1220,0,1982,0,"98033",47.7168,-122.189,1220,2640 +"1972200553","20140804T000000",619000,3,2.25,1650,946,"3",0,0,3,8,1650,0,2014,0,"98103",47.6536,-122.354,1570,1283 +"6371000148","20141125T000000",439108,2,1.5,1130,1340,"2",0,0,3,8,910,220,2008,0,"98116",47.5761,-122.41,1310,1340 +"0301400850","20150220T000000",260000,3,2.25,1489,2800,"2",0,0,3,7,1489,0,2011,0,"98002",47.3452,-122.215,1584,3200 +"1123049232","20140606T000000",279000,5,2.5,2690,5557,"2",0,0,3,7,2690,0,2012,0,"98178",47.4914,-122.253,2090,10500 +"3654200037","20150330T000000",380000,3,2.25,1530,1305,"2",0,0,3,7,1116,414,2007,0,"98177",47.7034,-122.357,1320,1427 +"7299601790","20141107T000000",287000,3,2.5,1600,6315,"2",0,0,3,8,1600,0,2013,0,"98092",47.2611,-122.198,1608,4300 +"2771101921","20141211T000000",377000,2,1.5,1000,1251,"2",0,0,3,7,930,70,2006,0,"98199",47.6529,-122.384,1420,1187 +"3566800485","20150223T000000",649950,4,3.5,2440,3012,"3",0,1,3,8,2440,0,2005,0,"98117",47.6923,-122.392,1860,4650 +"2767601311","20141024T000000",445000,3,2.5,1260,1102,"3",0,0,3,8,1260,0,2007,0,"98107",47.675,-122.387,1320,2500 +"9137101696","20150504T000000",605000,3,2.5,1660,1692,"3",0,0,3,7,1610,50,2005,0,"98115",47.6801,-122.322,1210,1230 +"9528104345","20140923T000000",475000,3,2.25,1190,1137,"2",0,0,3,7,960,230,1999,0,"98115",47.677,-122.325,1190,1080 +"3753000100","20140828T000000",399000,3,3,1520,1884,"3",0,0,3,8,1520,0,2009,0,"98125",47.7176,-122.284,1360,1939 +"6798100690","20150420T000000",718000,5,2.75,3250,8100,"2",0,0,3,8,3250,0,2014,0,"98125",47.7133,-122.311,1270,8100 +"0148000475","20140528T000000",1.4e+006,4,3.25,4700,9160,"1",0,4,3,11,2520,2180,2005,0,"98116",47.5744,-122.406,2240,8700 +"3277801417","20140516T000000",341000,3,2.5,1480,1663,"2",0,0,3,9,1180,300,2012,0,"98126",47.5443,-122.375,1380,1537 +"8682320090","20140519T000000",818000,2,2.5,2380,9374,"1",0,2,3,8,2380,0,2011,0,"98053",47.7095,-122.019,1610,5000 +"9828701507","20141202T000000",759000,3,2.25,1640,1873,"3",0,0,3,8,1640,0,2014,0,"98112",47.6196,-122.297,1640,3920 +"3362400432","20140611T000000",547500,3,3.5,1650,2262,"3",0,0,3,8,1650,0,2010,0,"98103",47.6823,-122.347,1620,3166 +"0856000195","20140521T000000",2.7e+006,5,4.75,5305,8401,"2",0,2,3,11,3745,1560,2005,0,"98033",47.6864,-122.215,2960,7200 +"9396700028","20140722T000000",358000,2,2.5,1278,987,"2",0,0,3,7,1002,276,2007,0,"98136",47.5532,-122.381,1220,1287 +"8850000018","20141001T000000",412000,3,2.5,1200,813,"3",0,0,3,9,1200,0,2010,0,"98144",47.5894,-122.315,1750,4365 +"9524100207","20150130T000000",245000,2,1.5,690,1058,"2",0,0,3,7,690,0,2005,0,"98103",47.6951,-122.343,690,1058 +"1085623350","20141007T000000",460940,4,2.5,3202,4964,"2",0,0,3,9,3202,0,2014,0,"98030",47.3412,-122.179,2425,4886 +"7663700973","20140522T000000",321000,3,2.25,1347,1292,"3",0,0,3,7,1347,0,2010,0,"98125",47.7306,-122.291,1480,1865 +"7853420100","20140623T000000",633634,4,3.5,2960,6000,"2",0,0,3,9,2960,0,2014,0,"98065",47.5183,-121.886,2960,6000 +"1025039168","20140923T000000",290000,1,0.75,740,1284,"1",0,0,4,6,740,0,1928,0,"98107",47.6741,-122.406,1430,3988 +"0476000110","20150401T000000",445000,2,2.25,1200,1137,"3",0,0,3,7,1200,0,2007,0,"98107",47.6715,-122.392,1280,1295 +"2254100090","20150407T000000",887250,5,3.5,4320,7502,"2",0,0,3,9,3500,820,2012,0,"98056",47.5235,-122.168,3250,7538 +"8682320600","20140911T000000",739000,3,2.5,2310,7348,"1",0,3,3,8,2310,0,2010,0,"98053",47.7116,-122.019,2310,7153 +"9834201366","20141216T000000",429900,3,2,1490,1286,"3",0,0,3,8,1490,0,2014,0,"98144",47.57,-122.288,1420,1230 +"7625702451","20150106T000000",459000,3,2,1480,800,"2",0,0,3,8,1000,480,2014,0,"98136",47.5492,-122.387,1480,886 +"0301402120","20140625T000000",240000,3,2.25,1481,2820,"2",0,0,3,7,1481,0,2012,0,"98002",47.3457,-122.217,1481,3028 +"6382500076","20140910T000000",566950,3,3,1730,1902,"3",0,0,3,8,1730,0,2014,0,"98117",47.6944,-122.377,1830,1804 +"3758900259","20140507T000000",1.04e+006,4,3.5,3900,8391,"2",0,0,3,10,3900,0,2006,0,"98033",47.6979,-122.205,3820,12268 +"3126049446","20150310T000000",343000,3,3.5,1130,1449,"3",0,0,3,7,1130,0,2005,0,"98103",47.6968,-122.348,1130,1200 +"3744000100","20141111T000000",572115,4,3.25,3230,4838,"2",0,0,3,9,3230,0,2014,0,"98038",47.3559,-122.023,2980,5094 +"9510860750","20150108T000000",918000,5,3.5,3920,5150,"2",0,0,3,9,2820,1100,2004,0,"98052",47.6638,-122.084,3170,5530 +"7228500037","20150505T000000",555000,2,1.5,1190,1361,"2",0,0,3,8,1190,0,2007,0,"98122",47.6161,-122.302,1280,3360 +"3814900750","20140716T000000",399440,4,2.5,2311,4396,"2",0,0,3,9,2311,0,2014,0,"98092",47.3276,-122.163,2458,4616 +"1294300038","20140711T000000",450000,3,2.5,1810,914,"3",0,0,3,8,1380,430,2008,0,"98116",47.5732,-122.387,1810,914 +"7853350090","20140604T000000",648000,4,2.5,3290,6203,"2",0,0,3,9,3290,0,2008,0,"98065",47.5441,-121.86,2990,6835 +"9211010900","20140618T000000",580000,4,2.5,3250,5000,"2",0,0,3,8,3250,0,2008,0,"98059",47.4988,-122.148,3230,5507 +"1085623250","20150331T000000",415000,4,2.5,2544,4071,"2",0,0,3,9,2544,0,2013,0,"98030",47.341,-122.179,2358,4179 +"2025049192","20141021T000000",527500,3,2.5,1380,1389,"3",0,0,3,8,1380,0,2008,0,"98102",47.6427,-122.327,1380,1249 +"7625703354","20140730T000000",384000,3,2.25,1430,800,"2",0,0,3,8,1140,290,2011,0,"98136",47.5477,-122.388,1430,1387 +"2051200436","20140820T000000",692000,3,2.5,3490,28213,"1.5",0,2,3,9,2242,1248,2009,0,"98070",47.365,-122.456,2120,56628 +"3880900236","20140822T000000",455000,2,1.5,910,966,"2",0,0,3,8,820,90,2006,0,"98119",47.627,-122.361,2740,6400 +"1646502355","20150403T000000",1.28e+006,4,3.25,3080,4120,"2",0,0,3,9,2380,700,2014,0,"98117",47.6845,-122.359,1410,4120 +"2619950110","20140624T000000",415000,3,2.5,2280,6031,"2",0,0,3,8,2280,0,2011,0,"98019",47.7322,-121.966,2430,7200 +"1964700054","20141222T000000",975000,3,2.5,1660,1344,"3",0,0,3,8,1660,0,2008,0,"98102",47.644,-122.327,1750,2040 +"1926059039","20141006T000000",799950,4,2.5,3320,7429,"2",0,0,3,9,3320,0,2014,0,"98034",47.7189,-122.225,1840,7429 +"3438500037","20150405T000000",545000,5,4,1680,7268,"1",0,0,3,8,1370,310,2008,0,"98106",47.5571,-122.356,2040,8259 +"9578501110","20141003T000000",429900,4,3.5,2584,5005,"2",0,0,3,8,2584,0,2014,0,"98023",47.296,-122.35,2767,5201 +"8856004786","20140729T000000",275000,3,2.5,2217,8019,"2",0,0,3,7,2217,0,2009,0,"98001",47.2776,-122.251,1470,8037 +"7708200600","20140718T000000",498000,3,2.5,2480,4136,"2",0,0,3,8,2480,0,2009,0,"98059",47.493,-122.147,2510,4314 +"9492500090","20140527T000000",754950,3,2.5,2610,7256,"2",0,0,3,9,2610,0,2014,0,"98033",47.695,-122.18,2610,7206 +"8691440100","20140606T000000",895000,4,3,3240,5562,"2",0,0,3,10,3240,0,2013,0,"98075",47.5919,-121.975,3380,5562 +"7222000090","20140506T000000",580000,4,3.25,3569,8327,"2",0,0,3,10,3569,0,2013,0,"98055",47.4595,-122.208,2550,5251 +"3321049112","20150222T000000",379900,4,2.5,3181,5831,"2",0,0,3,8,3181,0,2014,0,"98003",47.2716,-122.297,2056,24393 +"2911000100","20150310T000000",245000,4,2.5,1921,4888,"2",0,0,3,7,1921,0,2009,0,"98001",47.2689,-122.24,1921,9140 +"3862710090","20140826T000000",417000,3,2.5,1570,4926,"2",0,0,3,8,1570,0,2014,0,"98065",47.5342,-121.842,1800,3202 +"8648900110","20140505T000000",555000,3,2.5,1940,3211,"2",0,0,3,8,1940,0,2009,0,"98027",47.5644,-122.093,1880,3078 +"8648900110","20140826T000000",555000,3,2.5,1940,3211,"2",0,0,3,8,1940,0,2009,0,"98027",47.5644,-122.093,1880,3078 +"6791400100","20140910T000000",353000,4,2.5,2210,13721,"2",0,0,3,8,2210,0,2009,0,"98042",47.3122,-122.039,1850,12951 +"2768301477","20150425T000000",539000,3,2.25,1280,1187,"2",0,0,3,8,1080,200,2008,0,"98107",47.6651,-122.368,1280,1681 +"0126039256","20140904T000000",434900,3,2,1520,5040,"2",0,0,3,7,1520,0,1977,2006,"98177",47.777,-122.362,1860,8710 +"8562780110","20141202T000000",325000,2,2.25,1230,1078,"2",0,0,3,7,1160,70,2008,0,"98027",47.5324,-122.073,1240,817 +"8032700110","20150409T000000",650000,3,2.5,1480,2159,"3",0,0,3,8,1480,0,2007,0,"98103",47.6533,-122.341,1480,1554 +"5635100090","20150225T000000",379950,4,2.5,2612,5850,"2",0,0,3,8,2612,0,2014,0,"98030",47.3751,-122.189,2419,8984 +"2597490300","20141119T000000",700000,3,2.5,2350,4975,"2",0,0,3,8,2350,0,2012,0,"98029",47.5418,-122.01,2350,3951 +"9301300805","20141215T000000",675000,3,2.5,1300,1590,"2",0,0,3,8,1100,200,2014,0,"98109",47.6384,-122.343,1070,1223 +"3449000300","20140609T000000",379000,4,1.5,2020,7560,"1",0,0,4,7,2020,0,1960,0,"98059",47.502,-122.146,1410,8080 +"8562770490","20150330T000000",571000,3,2.5,2140,2867,"2",0,0,3,8,1960,180,2005,0,"98027",47.5357,-122.073,2280,2836 +"3052700464","20141024T000000",475000,3,2.25,1380,1621,"2",0,0,3,8,1140,240,2007,0,"98117",47.678,-122.375,1460,1403 +"9276200569","20140509T000000",769900,4,3.5,2730,3047,"2",0,0,3,8,2400,330,2006,0,"98116",47.5797,-122.391,1980,4600 +"7853280490","20141222T000000",633000,4,3.5,4220,5817,"2",0,0,3,9,2910,1310,2006,0,"98065",47.5392,-121.862,4290,6637 +"2883200524","20140512T000000",635000,3,2.5,1570,1433,"3",0,0,3,8,1570,0,2010,0,"98103",47.6858,-122.336,1570,2652 +"3630200300","20140725T000000",1.238e+006,4,3.5,4670,6000,"2",0,3,3,11,3820,850,2007,0,"98027",47.5414,-121.994,4310,6000 +"1383800015","20150108T000000",524000,3,2.25,1370,1007,"3",0,0,3,8,1330,40,2009,0,"98107",47.6682,-122.361,1570,1635 +"1441000090","20141126T000000",485000,4,3.5,3273,5115,"2",0,0,3,8,2671,602,2014,0,"98055",47.4477,-122.204,2996,5100 +"3760500407","20140521T000000",1.03e+006,3,4,3880,13095,"2",0,3,3,11,3700,180,2009,0,"98034",47.6996,-122.233,3880,10830 +"9528101214","20141024T000000",650000,3,3.5,1494,1262,"3",0,0,3,8,1494,0,2011,0,"98115",47.6826,-122.324,1494,1264 +"2801910100","20141001T000000",754842,3,2.5,2930,5641,"2",0,0,3,8,2930,0,2013,0,"98052",47.71,-122.113,3300,5641 +"1085623640","20140924T000000",428900,4,2.5,2598,5553,"2",0,0,3,9,2598,0,2014,0,"98092",47.3412,-122.178,2502,4900 +"7299601460","20140623T000000",329900,3,2.5,2242,4995,"2",0,0,3,8,2242,0,2011,0,"98092",47.2595,-122.202,1798,4942 +"1070000110","20141218T000000",1.03529e+006,4,2.5,2830,5932,"2",0,0,3,9,2830,0,2014,0,"98199",47.6479,-122.408,2840,5593 +"7853360820","20140909T000000",544999,4,2.5,2710,6937,"2",0,0,3,7,2710,0,2009,0,"98065",47.5153,-121.871,2380,5866 +"7436700090","20140529T000000",449950,4,2.75,2320,4344,"2",0,0,3,8,2320,0,2012,0,"98059",47.4862,-122.163,2310,3770 +"3034200399","20150113T000000",635000,4,2.5,2720,7991,"2",0,0,3,9,2720,0,2006,0,"98133",47.7168,-122.331,1590,8611 +"0889000015","20141103T000000",599000,3,1.75,1650,1180,"3",0,0,3,8,1650,0,2014,0,"98105",47.6638,-122.319,1650,1960 +"2767704252","20141103T000000",478000,3,3.25,1430,1348,"2",0,0,3,8,1160,270,2008,0,"98107",47.6743,-122.374,1160,1265 +"2143700756","20140929T000000",388000,4,2.5,2090,5040,"2",0,0,3,9,2090,0,2014,0,"98055",47.4797,-122.23,1430,12000 +"8946780110","20140804T000000",809950,4,3.5,3660,4903,"2",0,0,3,9,2760,900,2014,0,"98034",47.7184,-122.156,3630,4992 +"6790830090","20150415T000000",1.06e+006,4,3.5,4220,8417,"3",0,0,3,10,4220,0,2012,0,"98075",47.5869,-122.054,3730,8435 +"2768100512","20150422T000000",659000,2,2.5,1450,1213,"2",0,0,3,9,1110,340,2015,0,"98107",47.6692,-122.372,1620,1456 +"9477580110","20140626T000000",971971,4,3.75,3460,6738,"2",0,0,3,11,3460,0,2013,0,"98059",47.506,-122.145,3340,6120 +"7625702437","20150115T000000",389000,3,2.5,1350,874,"3",0,0,3,8,1270,80,2006,0,"98136",47.5491,-122.387,1350,886 +"5416510490","20140708T000000",355000,4,2.75,3000,5470,"2",0,0,3,8,3000,0,2005,0,"98038",47.3613,-122.038,2420,4891 +"1123059125","20141208T000000",551500,4,2.5,2950,10003,"2",0,0,3,9,2950,0,2006,0,"98059",47.489,-122.14,2790,9323 +"7237450110","20140701T000000",417838,4,2.5,2530,5048,"2",0,0,3,8,2530,0,2014,0,"98038",47.3559,-122.063,2530,4359 +"0250000090","20140714T000000",1.75e+006,4,4.5,4650,7660,"2",0,0,3,11,3640,1010,2008,0,"98004",47.6349,-122.198,1710,8400 +"2025049206","20140611T000000",399950,2,1,710,1131,"2",0,0,4,7,710,0,1943,0,"98102",47.6413,-122.329,1370,1173 +"5631500941","20140715T000000",740000,4,2.5,3050,8000,"2",0,0,3,9,3050,0,2007,0,"98028",47.7465,-122.231,1910,8000 +"8562780490","20150223T000000",335000,3,2.5,1150,683,"2",0,0,3,7,1150,0,2013,0,"98027",47.5323,-122.071,1150,755 +"3262300485","20150421T000000",2.25e+006,5,5.25,3410,8118,"2",0,0,3,11,3410,0,2006,0,"98039",47.6295,-122.236,3410,16236 +"5693500846","20150420T000000",667000,3,1.75,1370,1921,"3",0,0,3,8,1370,0,2007,0,"98103",47.6595,-122.351,1370,4000 +"0925059313","20150312T000000",920000,4,2.5,3540,7009,"2",0,0,3,9,3540,0,2007,0,"98033",47.6749,-122.176,2150,10290 +"2461900492","20140511T000000",368000,3,2.5,1370,1350,"2",0,0,3,7,1010,360,2007,0,"98136",47.5534,-122.382,1450,6000 +"6817750110","20140710T000000",307000,4,2.5,1714,3080,"2",0,0,3,8,1714,0,2009,0,"98055",47.429,-122.188,1714,3250 +"3574770100","20150116T000000",550000,4,2.75,3650,4534,"2",0,0,3,7,2940,710,2014,0,"98028",47.7397,-122.224,2400,7682 +"8564860110","20150113T000000",594491,4,2.5,2990,6037,"2",0,0,3,9,2990,0,2013,0,"98045",47.4766,-121.735,2990,5992 +"1085622460","20140929T000000",460458,4,2.5,3284,6516,"2",0,0,3,8,3284,0,2014,0,"98092",47.3393,-122.181,2555,5008 +"1777600850","20140624T000000",859000,4,2.25,3550,13900,"1",0,0,3,8,1830,1720,2010,0,"98006",47.5681,-122.127,2770,12200 +"9284801500","20141211T000000",399950,3,3,1860,2875,"2",0,0,3,8,1710,150,2009,0,"98126",47.5511,-122.373,1350,4830 +"7217400389","20150401T000000",547500,3,3.25,1720,1977,"2",0,0,3,8,1360,360,2007,0,"98122",47.6127,-122.299,1720,3420 +"3832051140","20140623T000000",310000,3,2.5,2540,4775,"2",0,0,3,7,2540,0,2006,0,"98042",47.3341,-122.052,2270,5000 +"0925059137","20140602T000000",939000,4,2.75,3270,12880,"2",0,0,3,9,3270,0,2014,0,"98033",47.6679,-122.172,2420,7505 +"6021503706","20141014T000000",329900,2,2.5,980,1021,"3",0,0,3,8,980,0,2008,0,"98117",47.6844,-122.387,980,1023 +"0475000176","20141222T000000",436000,3,2.5,1150,1193,"2",0,0,3,8,1020,130,2006,0,"98107",47.6684,-122.365,1450,1640 +"1220000367","20140716T000000",320000,3,2.5,1820,1855,"2",0,0,3,8,1570,250,2008,0,"98166",47.4643,-122.346,1470,6900 +"3278605590","20140926T000000",375000,3,2.5,1580,3825,"2",0,0,3,8,1580,0,2011,0,"98126",47.5458,-122.369,1380,1500 +"7203140110","20150324T000000",392137,3,2,1460,3696,"2",0,0,3,7,1460,0,2010,0,"98053",47.6861,-122.013,1720,3631 +"3818400110","20140826T000000",520000,4,2.5,2900,4950,"2",0,0,3,8,2900,0,2004,0,"98028",47.7717,-122.236,2590,4950 +"7702080110","20141016T000000",535000,5,2.75,2620,6389,"2",0,0,3,9,2620,0,2007,0,"98028",47.77,-122.236,2620,4504 +"0952002250","20150324T000000",407000,2,2.5,1340,999,"2",0,0,3,8,940,400,2008,0,"98116",47.5655,-122.386,1470,1436 +"9578500820","20141125T000000",424950,4,3.25,3266,5398,"2",0,0,3,8,3266,0,2014,0,"98023",47.2975,-122.35,3087,5152 +"3448000542","20140811T000000",290000,2,1.5,1076,1060,"3",0,0,3,7,1076,0,2006,0,"98125",47.7167,-122.298,1076,1060 +"9358000552","20141029T000000",399000,3,3.25,1680,1478,"2",0,0,3,8,1360,320,2009,0,"98126",47.5674,-122.369,1530,2753 +"2770601696","20140703T000000",439990,3,2.5,1930,1348,"2",0,0,3,8,1300,630,2005,0,"98199",47.6513,-122.384,1630,6000 +"9834201145","20150222T000000",635000,4,2.5,2880,3091,"2",0,0,3,9,1940,940,2014,0,"98144",47.5711,-122.286,1560,4080 +"3575305452","20140717T000000",635000,4,2.25,2240,5000,"2",0,0,3,8,2240,0,2013,0,"98074",47.6212,-122.058,1760,7500 +"6181500100","20150429T000000",351000,3,2.5,2594,4455,"2",0,0,3,8,2594,0,2012,0,"98001",47.3054,-122.276,2981,4950 +"2767604074","20140822T000000",437500,2,1.5,1210,1232,"3",0,0,3,8,1210,0,2007,0,"98107",47.6712,-122.39,1330,1174 +"2872100345","20140530T000000",919204,4,3.5,3760,5000,"2",0,0,3,9,2860,900,2014,0,"98117",47.6826,-122.394,1340,5000 +"2937300440","20140908T000000",923990,4,2.5,3600,6055,"2",0,0,3,9,3600,0,2014,0,"98052",47.7053,-122.126,3590,6050 +"2597490660","20140624T000000",639888,4,2.5,2050,2772,"2",0,0,3,8,2050,0,2012,0,"98029",47.5421,-122.011,2050,2934 +"3528900768","20150114T000000",675000,3,3.25,1510,2064,"2",0,0,3,8,1220,290,2008,0,"98109",47.6398,-122.345,1670,2594 +"3885802135","20140610T000000",899900,4,2.5,2580,3909,"2",0,0,3,8,2580,0,2013,0,"98033",47.6852,-122.21,1820,5772 +"3336500190","20150130T000000",252000,3,2.5,1670,4020,"2",0,0,3,7,1670,0,2009,0,"98118",47.53,-122.268,1670,4020 +"2425059174","20150317T000000",925000,4,2.5,3190,10034,"2",0,0,3,9,3190,0,2007,0,"98052",47.6379,-122.111,2110,9300 +"1890000170","20141029T000000",552000,3,2.5,1280,1920,"3",0,0,3,8,1280,0,2009,0,"98105",47.6621,-122.324,1450,1900 +"5137800130","20150407T000000",388500,4,2.5,2718,6197,"2",0,0,3,8,2718,0,2006,0,"98092",47.3255,-122.164,2667,5000 +"2767603753","20140829T000000",548000,2,2,1370,1878,"3",0,0,3,8,1370,0,2004,0,"98107",47.6721,-122.387,1280,1878 +"6181410950","20140922T000000",254950,3,2.5,1794,4769,"2",0,0,3,7,1794,0,2005,0,"98001",47.3052,-122.283,3557,4807 +"3226069049","20141208T000000",1.2375e+006,4,4.5,5120,41327,"2",0,0,3,10,3290,1830,2008,0,"98053",47.7009,-122.059,3360,82764 +"6056110430","20140930T000000",629000,3,2.5,2160,1912,"2",0,0,3,9,1970,190,2014,0,"98118",47.5642,-122.292,1810,2653 +"2916200091","20150303T000000",734000,4,2.5,2180,7204,"2",0,0,3,8,2180,0,2014,0,"98133",47.7221,-122.352,1500,7650 +"1773100980","20140618T000000",309000,3,2.25,1490,1294,"2",0,0,3,7,1220,270,2010,0,"98106",47.5569,-122.363,1490,1283 +"1123059126","20140703T000000",554950,3,2.5,2950,10254,"2",0,0,3,9,2950,0,2006,0,"98059",47.4888,-122.14,2800,9323 +"0825079024","20150506T000000",785000,3,2.75,2990,207781,"2",0,0,3,9,2990,0,2000,0,"98014",47.662,-121.944,2590,218671 +"8029770470","20140605T000000",550000,4,2.5,2700,5150,"2",0,0,3,9,2700,0,2007,0,"98059",47.5071,-122.148,3160,7620 +"1563102965","20140811T000000",1.01e+006,4,3.5,3130,5000,"3",0,0,3,10,3130,0,2014,0,"98116",47.5656,-122.403,1950,5152 +"5021900635","20141028T000000",1.575e+006,3,2,3620,14250,"2",0,0,3,8,3220,400,2007,0,"98040",47.5767,-122.225,2370,14250 +"9264450460","20140603T000000",309000,5,2.75,2481,4045,"2",0,0,3,8,2481,0,2014,0,"98001",47.2602,-122.284,2363,4175 +"7694200430","20140625T000000",328423,3,2.5,1730,3600,"2",0,0,3,8,1730,0,2014,0,"98146",47.5019,-122.34,2030,3600 +"7548301041","20140623T000000",345000,3,1.5,1420,1192,"2",0,0,3,8,1140,280,2008,0,"98144",47.5881,-122.304,1340,1213 +"0726059483","20141121T000000",660000,5,3.5,3160,5175,"2",0,0,3,9,3160,0,2014,0,"98011",47.755,-122.216,2100,9351 +"2771102144","20140502T000000",385000,3,3.25,1320,1327,"2",0,0,3,8,1040,280,2008,0,"98199",47.6506,-122.383,1440,1263 +"7011201476","20150318T000000",459000,2,2.25,1010,1107,"2",0,0,3,8,710,300,2006,0,"98119",47.6363,-122.371,1140,1531 +"0053500020","20150114T000000",248000,3,2.5,1870,4046,"2",0,0,3,7,1870,0,2007,0,"98042",47.342,-122.059,2130,4800 +"8920100066","20140820T000000",1.481e+006,4,3.5,5220,15411,"2",0,3,3,11,3550,1670,2006,0,"98075",47.592,-122.085,3110,14124 +"8091670020","20140801T000000",379000,4,2.5,2260,5824,"2",0,0,3,8,2260,0,2011,0,"98038",47.3496,-122.042,2240,5561 +"1176001310","20150304T000000",2.945e+006,5,4.5,4340,5722,"3",0,4,3,10,4340,0,2010,0,"98107",47.6715,-122.406,1770,5250 +"3629960680","20140926T000000",395000,2,2.25,1620,1841,"2",0,0,3,8,1540,80,2004,0,"98029",47.5483,-122.004,1530,1831 +"8562770250","20140507T000000",535000,3,2.5,2280,2289,"2",0,0,3,8,1880,400,2006,0,"98027",47.5375,-122.073,2280,2425 +"1102000514","20141022T000000",970000,5,3.5,3400,9804,"2",0,0,3,9,2550,850,2008,0,"98118",47.543,-122.266,2380,7440 +"1773100275","20150201T000000",205000,2,1.5,830,1020,"2",0,0,3,7,830,0,2006,0,"98106",47.5604,-122.363,830,1379 +"0321030010","20141015T000000",310000,4,2.5,2310,7384,"2",0,0,3,8,2310,0,2010,0,"98042",47.3737,-122.165,2310,7800 +"5393600509","20140702T000000",334500,2,1.5,830,1858,"2",0,0,3,7,830,0,2005,0,"98144",47.5828,-122.314,1480,3030 +"2895730280","20140828T000000",995000,5,3.25,4130,7197,"2",0,0,3,10,4130,0,2012,0,"98074",47.6022,-122.06,3730,7202 +"7967000130","20150401T000000",370228,4,3,2050,4000,"2",0,0,3,8,2050,0,2014,0,"98001",47.3525,-122.275,2050,4000 +"7570060290","20150304T000000",383000,4,2.5,2050,4953,"2",0,0,3,9,2050,0,2014,0,"98038",47.3448,-122.024,2340,6175 +"0291310170","20140804T000000",384500,3,2.5,1600,2610,"2",0,0,3,8,1600,0,2005,0,"98027",47.5344,-122.068,1445,1288 +"0923000425","20140718T000000",865000,5,2.5,3190,8160,"2",0,0,3,9,3190,0,2014,0,"98177",47.7246,-122.363,1650,8160 +"3630200780","20140522T000000",1.051e+006,4,3.75,3860,5474,"2.5",0,0,3,10,3860,0,2007,0,"98029",47.5396,-121.995,3040,5474 +"9578060660","20140513T000000",502000,4,2.5,2040,5616,"2",0,0,3,8,2040,0,2012,0,"98028",47.7737,-122.238,2380,4737 +"0250000010","20140924T000000",1.75e+006,4,3.5,3845,8400,"2",0,0,3,10,3845,0,2013,0,"98004",47.6354,-122.198,1710,8400 +"1438000010","20140912T000000",569995,4,2.5,2650,6875,"2",0,0,3,8,2650,0,2014,0,"98059",47.479,-122.124,2650,5831 +"6626300095","20140519T000000",749950,4,2.5,3430,64441,"2",0,0,3,8,3430,0,2013,0,"98077",47.7694,-122.064,3580,64441 +"8562901100","20141230T000000",550000,3,2.5,2430,5400,"2",0,0,3,8,2430,0,2007,0,"98074",47.6062,-122.057,2640,11990 +"6979970080","20140513T000000",525000,3,3.5,2876,5086,"2",0,0,3,8,2360,516,2007,0,"98072",47.7511,-122.173,2390,4419 +"7853320470","20140611T000000",516000,4,3.5,2550,8698,"2",0,0,3,7,2550,0,2007,0,"98065",47.5216,-121.869,2430,5519 +"1424069056","20140805T000000",1.35e+006,4,3.75,4100,61419,"2",0,0,3,9,4100,0,2014,0,"98029",47.5626,-122.005,2010,32362 +"3448740250","20150428T000000",440000,4,2.5,2730,4526,"2",0,0,3,7,2730,0,2009,0,"98059",47.491,-122.153,2190,4572 +"8129700728","20150414T000000",660000,3,2.5,1780,1729,"2",0,0,3,8,1080,700,2008,0,"98103",47.6594,-122.355,1780,1741 +"3832080440","20141209T000000",261950,3,2.5,1880,5000,"2",0,0,3,7,1880,0,2010,0,"98042",47.3359,-122.054,2260,5000 +"9512200050","20140827T000000",551000,5,3.75,3090,4943,"2",0,0,3,10,3090,0,2010,0,"98058",47.4594,-122.133,3191,5561 +"4027700014","20150225T000000",665000,3,3.5,2460,14155,"2",0,0,3,8,1900,560,2014,0,"98155",47.7743,-122.279,2440,14080 +"7853400250","20140604T000000",610000,4,3.5,2910,5260,"2",0,0,3,9,2910,0,2012,0,"98065",47.5168,-121.883,2910,5260 +"7853400250","20150219T000000",645000,4,3.5,2910,5260,"2",0,0,3,9,2910,0,2012,0,"98065",47.5168,-121.883,2910,5260 +"7853420480","20140618T000000",536751,3,1.75,1930,6360,"1",0,0,3,9,1930,0,2013,0,"98065",47.5181,-121.885,2770,6373 +"8943600020","20150426T000000",260000,3,2.25,1413,3403,"2",0,0,3,8,1413,0,2009,0,"98031",47.4196,-122.193,1763,3719 +"4221900305","20150121T000000",1.312e+006,3,3.25,4030,6300,"2",0,0,3,10,3630,400,2006,0,"98105",47.6664,-122.276,1660,6300 +"1112630130","20150220T000000",429900,4,3.25,2880,5929,"2.5",0,0,3,8,2880,0,2014,0,"98023",47.2752,-122.349,2880,5846 +"0123039376","20140820T000000",535000,4,2.75,2360,15100,"1",0,0,3,8,2360,0,2014,0,"98146",47.5117,-122.365,1440,13346 +"2767603962","20150414T000000",462550,2,1.75,1070,1276,"3",0,0,3,8,1070,0,2006,0,"98107",47.6719,-122.39,1290,2057 +"4083306552","20150310T000000",602000,3,3.25,1460,1367,"3",0,0,3,8,1460,0,2008,0,"98103",47.6485,-122.334,1310,1191 +"0745500010","20141208T000000",730000,4,2.75,3800,9606,"2",0,0,3,9,3800,0,2008,0,"98011",47.7368,-122.208,3400,9677 +"7899800851","20150423T000000",300500,2,1.5,1190,801,"3",0,0,3,8,1190,0,2010,0,"98106",47.5212,-122.358,1190,810 +"7853350170","20140516T000000",675000,5,2.5,3200,6455,"2",0,0,3,9,3200,0,2009,0,"98065",47.5446,-121.862,3290,7924 +"6056100380","20140520T000000",415000,3,2.25,1970,2377,"2",0,0,3,8,1680,290,2008,0,"98108",47.5631,-122.297,1690,1936 +"0626059127","20141117T000000",614000,3,2.5,2830,5831,"2",0,0,3,9,2830,0,2010,0,"98011",47.7744,-122.224,2830,6064 +"1459920190","20141204T000000",385000,4,2.5,2630,5701,"2",0,0,3,7,2630,0,2010,0,"98042",47.375,-122.16,2770,5939 +"3574750020","20140625T000000",594000,4,2.75,2720,4613,"2",0,0,3,9,2720,0,2005,0,"98028",47.7352,-122.223,2830,4836 +"2547200190","20140520T000000",860000,4,2.75,3160,8097,"2",0,0,3,9,3160,0,2014,0,"98033",47.6709,-122.166,2200,8097 +"9206500250","20140909T000000",1.1045e+006,4,4,3770,8899,"2",0,0,3,10,2940,830,2006,0,"98074",47.6476,-122.079,3300,8308 +"7202300480","20141024T000000",775000,4,2.75,3500,6226,"2",0,0,3,9,3500,0,2004,0,"98053",47.6846,-122.045,3480,7222 +"7237450190","20140806T000000",430760,5,2.75,2710,4685,"2",0,0,3,8,2710,0,2014,0,"98038",47.3555,-122.062,2710,4449 +"8682320420","20150427T000000",755000,2,2.5,2170,6361,"1",0,2,3,8,2170,0,2009,0,"98053",47.7109,-122.017,2310,7419 +"6003500743","20140519T000000",640000,2,2.25,1540,958,"3",0,0,3,9,1540,0,2007,0,"98122",47.6179,-122.318,1410,958 +"0328000182","20150501T000000",613500,3,3.25,1876,1531,"3",0,0,3,9,1876,0,2009,0,"98115",47.6864,-122.265,1876,1533 +"0821079102","20141017T000000",780000,4,3.5,3720,213073,"1",0,2,3,10,3720,0,2007,0,"98010",47.3216,-121.94,2190,59241 +"1622049242","20150304T000000",550000,4,2.5,3148,9612,"2",0,3,3,9,3148,0,2014,0,"98198",47.3994,-122.311,3000,11475 +"7203120050","20141008T000000",789500,4,3.25,3240,4852,"2",0,0,3,9,3240,0,2010,0,"98053",47.695,-122.022,3320,5318 +"7853360250","20140710T000000",592000,5,3.5,3340,5000,"2",0,0,3,8,2580,760,2012,0,"98065",47.5168,-121.871,3420,5000 +"1327600190","20150410T000000",454950,4,2.5,2413,5701,"2",0,0,3,8,2413,0,2014,0,"98042",47.3731,-122.159,2380,5725 +"4187000250","20150413T000000",475000,4,2.5,2500,4500,"2",0,0,3,7,2500,0,2010,0,"98059",47.4928,-122.149,2230,4500 +"2902201300","20141229T000000",659000,2,1.75,1180,904,"2",0,0,3,10,780,400,2014,0,"98102",47.6396,-122.329,1380,3610 +"1635500250","20141124T000000",570000,4,2.5,2890,5801,"2",0,0,3,9,2890,0,2005,0,"98028",47.7349,-122.238,2890,6286 +"6031400094","20150226T000000",347500,5,3,2230,6551,"1",0,0,3,7,1330,900,2014,0,"98168",47.487,-122.32,2230,9476 +"6601200250","20150402T000000",205000,4,2.5,1767,4500,"2",0,0,3,8,1767,0,2006,0,"98001",47.2607,-122.25,1949,4636 +"9358001403","20140903T000000",380000,3,3.25,1450,1468,"2",0,0,3,8,1100,350,2009,0,"98126",47.5664,-122.37,1450,1478 +"4216500020","20141003T000000",718000,5,2.75,2930,7663,"2",0,0,3,9,2930,0,2013,0,"98056",47.5308,-122.184,2750,10335 +"1438000440","20140724T000000",515805,5,2.75,2710,4136,"2",0,0,3,8,2710,0,2014,0,"98059",47.4786,-122.123,2590,4136 +"6061500130","20140714T000000",1.02928e+006,4,3.25,3600,18645,"2",0,1,3,10,3000,600,2013,0,"98059",47.5294,-122.154,3970,10957 +"3862710050","20141113T000000",437718,3,2.5,1800,3265,"2",0,0,3,8,1800,0,2014,0,"98065",47.5338,-121.841,1800,3663 +"7604400114","20140814T000000",450000,4,2.5,2290,5515,"2",0,0,3,8,2290,0,2006,0,"98106",47.5518,-122.357,1380,5515 +"9828702649","20141028T000000",515000,3,2.5,1510,1178,"2",0,0,3,8,1060,450,2007,0,"98122",47.6181,-122.301,1510,1210 +"2946003947","20150302T000000",204000,2,2.5,1090,13444,"2",0,0,3,7,1090,0,2007,0,"98198",47.4166,-122.319,1380,6000 +"0993000307","20140523T000000",360000,3,2,1270,1323,"3",0,0,3,8,1270,0,2006,0,"98103",47.6934,-122.342,1330,1323 +"3362400094","20141203T000000",550000,3,2.25,1540,1005,"3",0,0,3,8,1540,0,2008,0,"98103",47.6827,-122.346,1510,1501 +"7853380480","20140529T000000",650880,3,2.5,2930,6050,"2",0,0,3,9,2930,0,2008,0,"98065",47.5151,-121.883,2760,5765 +"3893100462","20150225T000000",1.78995e+006,5,3.75,4360,8504,"2",0,4,3,10,3530,830,2014,0,"98033",47.6936,-122.19,2680,9000 +"2326600130","20150225T000000",895900,4,3.5,3640,4983,"2",0,3,3,9,2790,850,2014,0,"98075",47.5619,-122.027,3270,14700 +"3424069008","20140606T000000",585000,4,2.5,2430,4747,"2",0,0,3,8,2430,0,2008,0,"98027",47.5285,-122.031,1930,7200 +"3277801586","20150508T000000",380000,3,2.25,1520,1464,"2",0,0,3,8,1240,280,2010,0,"98126",47.543,-122.375,1710,1464 +"5045700250","20141118T000000",565997,5,2.75,2730,5820,"2",0,0,3,8,2730,0,2014,0,"98059",47.4856,-122.154,2730,5700 +"3278603000","20150504T000000",459000,3,3,2440,2076,"2",0,0,3,8,1930,510,2006,0,"98126",47.5476,-122.37,2440,2310 +"7548800050","20150421T000000",550000,3,3.75,1580,1303,"2",0,0,3,8,1340,240,2010,0,"98144",47.5875,-122.315,1560,1294 +"1972201964","20140725T000000",500000,3,2.25,1420,983,"3",0,0,3,8,1420,0,2006,0,"98103",47.6533,-122.346,1530,1280 +"3395070980","20150327T000000",461500,5,3.25,2820,3275,"2",0,0,3,8,2230,590,2006,0,"98118",47.5339,-122.284,2610,3275 +"5710000005","20140522T000000",2.15e+006,4,5.5,5060,10320,"2",0,0,3,11,5060,0,2008,0,"98004",47.6245,-122.21,3010,10080 +"9319800050","20150421T000000",790000,4,2.5,2650,5000,"2",0,0,3,8,2650,0,2007,0,"98116",47.5605,-122.396,1110,6250 +"3303700221","20140627T000000",735000,3,2.25,1490,1212,"2",0,0,3,9,1040,450,2011,0,"98112",47.6226,-122.313,1490,1337 +"3304300080","20150330T000000",588000,4,2.5,3060,7710,"2",0,0,3,9,3060,0,2009,0,"98059",47.4828,-122.136,3040,7840 +"0642800130","20150513T000000",724500,3,3.25,3240,4185,"2",0,0,3,8,2770,470,2011,0,"98075",47.5794,-122.03,2660,4692 +"6192410480","20140709T000000",749000,3,2.75,2820,5348,"2",0,0,3,9,2820,0,2008,0,"98052",47.7073,-122.118,3140,5640 +"6127000480","20140918T000000",720000,5,3.5,4140,7642,"2",0,0,3,8,4140,0,2003,0,"98075",47.591,-122.008,3330,6953 +"6145601599","20140611T000000",250000,2,1.5,982,846,"2",0,0,3,8,806,176,2006,0,"98133",47.7034,-122.345,1010,3844 +"3630200460","20150327T000000",790000,3,2.75,2460,3600,"2",0,0,3,9,2460,0,2007,0,"98029",47.5409,-121.994,2570,3600 +"3845101100","20150121T000000",392440,4,2.5,2547,4800,"2",0,0,3,9,2547,0,2014,0,"98092",47.2592,-122.194,2598,4800 +"6792200066","20140725T000000",280000,4,2.25,1834,7460,"2",0,0,3,8,1834,0,2012,0,"98042",47.3568,-122.163,1979,9008 +"5317100294","20141113T000000",1.333e+006,4,4.5,3130,5126,"3",0,0,3,10,2450,680,2014,0,"98112",47.6239,-122.29,2540,7784 +"8150600250","20141217T000000",649000,4,2.5,2730,4847,"2",0,0,3,9,2730,0,2008,0,"98126",47.549,-122.374,1250,4840 +"9376301112","20141031T000000",457000,2,2.5,1380,1329,"2",0,0,3,8,1050,330,2008,0,"98117",47.6903,-122.37,1360,3750 +"0856000635","20150323T000000",2.225e+006,4,4.25,4700,10800,"2",0,1,3,11,3910,790,2002,0,"98033",47.6882,-122.214,2370,7680 +"9320350130","20140823T000000",453000,3,3,2330,4284,"2",0,0,3,9,1920,410,2004,0,"98108",47.5547,-122.308,2330,3709 +"7694200380","20140922T000000",329780,3,2.5,1730,3600,"2",0,0,3,8,1730,0,2014,0,"98146",47.5014,-122.34,2030,3600 +"0635000009","20141112T000000",1.05e+006,2,2.5,2350,2390,"3",0,2,3,10,2000,350,2007,0,"98144",47.5999,-122.286,1950,2390 +"7853440050","20150505T000000",771005,5,4.5,4000,6713,"2",0,0,3,9,4000,0,2015,0,"98024",47.5254,-121.886,3690,6600 +"8563010130","20140725T000000",1.3e+006,3,2.5,3350,7752,"1",0,0,3,9,2180,1170,2009,0,"98008",47.6263,-122.099,2570,7988 +"2767604592","20140619T000000",607500,3,3.25,1530,1612,"3",0,0,3,8,1530,0,2006,0,"98107",47.6706,-122.378,1530,1611 +"1332700020","20150116T000000",278000,2,2.25,1610,1968,"2",0,0,4,7,1610,0,1979,0,"98056",47.5184,-122.196,1950,1968 +"1442870440","20140702T000000",475000,4,2.75,2620,6178,"2",0,0,3,8,2620,0,2013,0,"98045",47.4823,-121.771,2790,6538 +"5347200179","20140814T000000",270000,3,2,1300,1920,"2",0,0,3,8,850,450,2006,0,"98126",47.5183,-122.376,1300,1344 +"8924100372","20150423T000000",1.302e+006,4,3.5,3590,5334,"2",0,2,3,9,3140,450,2006,0,"98115",47.6763,-122.267,2100,6250 +"6666830170","20140811T000000",778983,4,2.5,2490,5647,"2",0,0,3,8,2490,0,2014,0,"98052",47.7043,-122.114,2970,5450 +"3336000052","20141022T000000",221000,3,2.5,1320,1780,"2",0,0,3,7,880,440,2005,0,"98118",47.528,-122.269,3040,6000 +"2895800380","20140821T000000",338800,4,2.25,1800,2752,"2",0,0,3,8,1800,0,2014,0,"98106",47.5165,-122.346,1800,2752 +"1042700250","20140804T000000",834995,5,1.5,3360,5225,"2",0,0,3,9,3360,0,2014,0,"98074",47.6072,-122.053,3230,5368 +"7787920250","20150501T000000",550000,4,2.5,3220,9328,"2",0,0,3,8,3220,0,2006,0,"98019",47.7273,-121.958,3020,9300 +"3026059363","20141031T000000",575000,3,3.5,2514,1559,"2",0,0,3,8,2024,490,2007,0,"98034",47.7044,-122.209,2090,10454 +"3590000050","20140923T000000",649000,4,2.75,3130,9711,"2",0,0,3,9,3130,0,2014,0,"98059",47.4823,-122.124,1570,10500 +"7853361410","20140530T000000",545000,4,2.5,2720,4738,"2",0,0,3,8,2720,0,2012,0,"98065",47.515,-121.869,2590,5740 +"1355300009","20141120T000000",625000,2,2.25,1390,916,"2",0,0,3,8,1165,225,2007,0,"98122",47.6168,-122.314,1415,1488 +"8835800010","20141223T000000",1.042e+006,4,4.5,4920,270236,"2",0,3,3,10,3820,1100,2006,0,"98045",47.4695,-121.775,4920,260924 +"9268851680","20140516T000000",611000,3,2.5,2134,1984,"2.5",0,0,3,8,2134,0,2008,0,"98027",47.5402,-122.027,2170,1984 +"8096800500","20150317T000000",300000,3,2.5,1741,5701,"2",0,0,3,8,1741,0,2012,0,"98030",47.379,-122.184,2002,5700 +"7202261060","20141229T000000",577000,3,2.5,2560,5238,"2",0,0,3,8,2560,0,2001,0,"98053",47.6887,-122.04,2560,5185 +"7237450130","20141020T000000",349990,4,2.5,2220,3561,"2",0,0,3,8,2220,0,2014,0,"98038",47.3561,-122.063,2530,4449 +"3630130010","20140714T000000",650000,3,2.5,1910,4363,"2",0,0,3,9,1910,0,2006,0,"98029",47.5482,-121.996,1890,3732 +"0567000381","20150328T000000",378000,2,1.5,980,853,"2",0,0,3,7,820,160,2009,0,"98144",47.5925,-122.295,1130,1270 +"1760650290","20150205T000000",313200,3,2.5,1950,4197,"2",0,0,3,7,1950,0,2013,0,"98042",47.3613,-122.081,2300,4178 +"1024069215","20140912T000000",1.20669e+006,5,4.25,4150,12015,"2",0,0,3,10,4150,0,2014,0,"98075",47.5816,-122.021,3230,27520 +"1105000373","20150506T000000",252500,2,1.5,1110,986,"2",0,0,3,7,950,160,2009,0,"98118",47.5427,-122.272,1110,3515 +"1773100561","20150305T000000",308000,3,2.5,1250,1150,"2",0,0,3,8,1080,170,2009,0,"98106",47.5582,-122.363,1250,1150 +"9510860840","20140515T000000",803100,4,2.5,3310,5404,"2",0,0,3,9,3310,0,2004,0,"98052",47.6635,-122.083,2600,4730 +"4187000660","20140618T000000",415000,4,2.5,2020,5501,"2",0,0,3,7,2020,0,2010,0,"98059",47.4937,-122.15,2020,5494 +"7203120020","20140814T000000",785000,4,3.5,3310,4850,"2",0,0,3,9,3310,0,2010,0,"98053",47.6954,-122.022,3320,5955 +"8559300020","20140528T000000",499950,4,2.5,2798,4473,"2",0,0,3,9,2798,0,2012,0,"98055",47.4295,-122.205,2358,4593 +"3356402705","20150317T000000",216000,4,2.5,1847,8000,"2",0,0,3,7,1847,0,2008,0,"98001",47.2874,-122.257,1767,8000 +"0662440020","20150226T000000",380000,4,2.5,2420,4981,"2",0,0,3,9,2420,0,2009,0,"98038",47.3785,-122.023,2420,5000 +"0255370020","20141106T000000",345000,4,2.5,2020,3600,"2",0,0,3,7,2020,0,2012,0,"98038",47.3535,-122.017,2210,3800 +"0293810190","20141104T000000",456500,4,2.5,2400,6811,"2",0,0,3,8,2400,0,2007,0,"98059",47.4959,-122.15,2710,5314 +"8091670190","20141104T000000",382495,3,2.5,1760,5390,"1",0,0,3,8,1760,0,2014,0,"98038",47.3482,-122.042,2310,5117 +"1760650280","20150306T000000",324950,4,2.5,2110,4178,"2",0,0,3,7,2110,0,2013,0,"98042",47.3612,-122.081,2300,4142 +"6306800010","20140811T000000",436472,4,2.5,2692,8392,"2",0,0,3,9,2692,0,2014,0,"98030",47.3519,-122.197,2574,14446 +"0982850010","20140530T000000",365250,3,2.25,1490,4522,"2",0,0,3,7,1490,0,2009,0,"98028",47.7611,-122.233,1580,4667 +"6705600020","20150324T000000",919990,5,3.25,3960,6352,"2",0,0,3,10,3960,0,2014,0,"98075",47.5806,-122.055,2930,9875 +"9478550430","20150429T000000",316475,4,2.5,1740,4642,"2",0,0,3,7,1740,0,2012,0,"98042",47.3686,-122.117,1950,4642 +"5498100010","20150324T000000",425000,4,2.5,1940,4517,"1",0,0,3,8,1190,750,2010,0,"98028",47.776,-122.26,1910,10410 +"7625702901","20150311T000000",302860,2,1,970,3279,"2",0,0,3,7,790,180,2007,0,"98136",47.5469,-122.383,1150,1351 +"0301401410","20140722T000000",298000,3,2.5,1852,4000,"2",0,0,3,7,1852,0,2014,0,"98002",47.3455,-122.21,2166,4000 +"0251500080","20140826T000000",3.204e+006,4,4,4810,18851,"2",0,3,3,11,4810,0,2007,0,"98004",47.6364,-122.214,3970,19929 +"0521049227","20141201T000000",950000,4,4,5635,9695,"2",0,3,3,10,4360,1275,2011,0,"98003",47.3389,-122.334,3726,9765 +"0100300500","20141121T000000",333000,3,2.5,1520,3041,"2",0,0,3,7,1520,0,2009,0,"98059",47.4874,-122.152,1820,3229 +"8669160460","20150305T000000",289950,3,2.5,2099,4275,"2",0,0,3,7,2099,0,2010,0,"98002",47.3521,-122.211,2099,4275 +"2810100007","20150506T000000",419950,3,2.25,1250,811,"3",0,0,3,8,1250,0,2014,0,"98136",47.5419,-122.388,1250,1232 +"6749700006","20140715T000000",306000,2,1.5,1090,1183,"3",0,0,3,8,1090,0,2008,0,"98103",47.6974,-122.349,1110,1384 +"1085623730","20141129T000000",498445,4,2.5,3216,5902,"2",0,0,3,9,3216,0,2014,0,"98030",47.3425,-122.179,2815,4916 +"6666830430","20140620T000000",775950,4,2.5,2970,4400,"2",0,0,3,8,2970,0,2014,0,"98052",47.705,-122.114,3010,4892 +"7852110380","20140703T000000",605000,3,2.5,2610,6405,"2",0,0,3,8,2610,0,2001,0,"98065",47.5373,-121.874,2580,6285 +"8080400177","20140909T000000",520000,2,1.75,1340,1368,"2",0,0,3,7,1060,280,2006,0,"98122",47.618,-122.311,2480,1707 +"0293070010","20141028T000000",849990,4,2.75,3300,4987,"2",0,0,3,9,3300,0,2014,0,"98074",47.6175,-122.056,3520,5453 +"9144100007","20140604T000000",767450,3,2,1630,7599,"1",0,0,3,10,1630,0,2006,0,"98117",47.6981,-122.376,2030,7599 +"7234601142","20140808T000000",665000,3,2.25,1590,929,"2",0,0,3,9,1060,530,2014,0,"98122",47.6172,-122.31,1510,1193 +"1972200426","20140918T000000",525000,2,2.75,1310,1268,"3.5",0,0,3,8,1310,0,2007,0,"98103",47.6534,-122.355,1350,1288 +"7768800280","20140722T000000",870515,4,3.5,3600,5697,"2",0,0,3,9,2940,660,2014,0,"98075",47.5755,-122.071,3490,5911 +"9512200420","20140721T000000",390000,4,2.5,2154,4153,"2",0,0,3,9,2154,0,2012,0,"98058",47.4557,-122.13,2154,4091 +"7132300525","20150411T000000",500000,3,1.75,1530,825,"3",0,0,3,8,1530,0,2015,0,"98144",47.5929,-122.308,1580,1915 +"7515000143","20140805T000000",399950,3,2.25,1360,1041,"2",0,0,3,8,1094,266,2006,0,"98117",47.6925,-122.375,1522,1382 +"3395070440","20150209T000000",305000,3,2.5,1320,2480,"2",0,0,3,7,1320,0,2005,0,"98118",47.536,-122.284,1320,3240 +"0629650380","20150123T000000",255000,4,2.5,1660,6724,"2",0,0,3,7,1660,0,2009,0,"98001",47.259,-122.256,1544,6054 +"1115600130","20140930T000000",415000,4,2.5,2891,6499,"2",0,0,3,9,2891,0,2014,0,"98001",47.3359,-122.257,2550,8383 +"8562790950","20150327T000000",716500,3,2.5,2340,2155,"2",0,0,3,10,2120,220,2012,0,"98027",47.53,-122.073,2640,2680 +"3413700130","20140625T000000",425000,3,2.5,2320,2267,"3",0,0,3,8,2320,0,2009,0,"98177",47.7027,-122.359,1240,1883 +"9532000170","20150217T000000",540000,4,2.5,2190,3855,"2",0,0,3,8,2190,0,2010,0,"98011",47.7705,-122.169,2190,3600 +"0255450380","20140804T000000",324747,3,2.5,2060,4742,"2",0,0,3,8,2060,0,2014,0,"98038",47.3706,-122.017,2370,4725 +"7203140420","20150128T000000",385000,3,2.5,1740,4145,"2",0,0,3,7,1740,0,2010,0,"98053",47.6875,-122.015,1740,4045 +"1760650670","20140812T000000",270000,3,2.25,1400,3825,"2",0,0,3,7,1400,0,2012,0,"98042",47.3596,-122.082,2110,3825 +"5556300098","20140612T000000",1.24e+006,5,4,4410,14380,"2",0,0,3,11,4410,0,2006,0,"98052",47.6463,-122.121,2720,11454 +"8129700743","20150416T000000",672000,3,2.5,1780,1647,"2",0,0,3,8,1080,700,2008,0,"98103",47.6597,-122.355,2000,1741 +"3023000050","20150129T000000",310000,3,2.5,1760,10137,"2",0,0,3,8,1760,0,2010,0,"98038",47.355,-122.059,2000,6935 +"0518500480","20140811T000000",3e+006,3,3.5,4410,10756,"2",1,4,3,11,3430,980,2014,0,"98056",47.5283,-122.205,3550,5634 +"1725059127","20150225T000000",2.35e+006,6,4.25,5550,11547,"2",0,2,3,11,4270,1280,2014,0,"98033",47.6547,-122.202,3480,11547 +"9511120050","20140627T000000",427000,3,2.5,2432,9391,"2",0,2,3,9,2432,0,2005,0,"98001",47.3453,-122.267,2912,8932 +"8943600430","20150423T000000",389950,3,2.5,2283,3996,"2",0,0,3,8,2283,0,2008,0,"98031",47.4221,-122.192,1760,3992 +"9429400170","20140625T000000",309620,3,2.5,1860,3730,"2",0,0,3,8,1860,0,2012,0,"98019",47.7442,-121.984,2110,4509 +"3845101150","20140701T000000",399895,4,2.5,2701,4500,"2",0,0,3,9,2701,0,2014,0,"98092",47.2586,-122.194,2570,4800 +"1085623560","20150202T000000",442515,4,2.5,2930,4875,"2",0,0,3,9,2930,0,2014,0,"98030",47.3421,-122.179,2815,4900 +"0263000255","20141202T000000",375000,3,2.25,1540,1561,"3",0,0,3,8,1540,0,2010,0,"98103",47.6991,-122.346,1540,1547 +"7299600130","20140702T000000",309780,3,2.5,2242,4500,"2",0,0,3,8,2242,0,2014,0,"98092",47.2583,-122.198,2009,4500 +"7853320280","20150312T000000",425000,3,2.5,1950,4345,"2",0,0,3,7,1950,0,2007,0,"98065",47.5202,-121.873,2260,4345 +"4253400098","20150501T000000",405000,2,3,1160,1073,"2",0,0,3,7,880,280,2007,0,"98144",47.5788,-122.315,1250,4812 +"3814900380","20140719T000000",356250,3,2.5,2060,5115,"2",0,0,3,9,2060,0,2014,0,"98092",47.3261,-122.163,2648,4500 +"6821101732","20150219T000000",550000,3,2.25,1230,875,"3",0,0,3,8,1230,0,2013,0,"98199",47.6521,-122.4,1760,5664 +"3644100086","20140505T000000",340000,2,1.5,1160,1438,"2",0,0,3,7,1160,0,2001,0,"98144",47.5917,-122.295,1220,1740 +"7237450080","20140823T000000",362865,4,2.5,2245,4301,"2",0,0,3,8,2245,0,2014,0,"98038",47.3555,-122.063,2530,4478 +"6389970010","20150323T000000",1.36e+006,4,3.5,4120,12626,"2",0,1,3,11,3970,150,2014,0,"98034",47.7089,-122.245,4120,11913 +"9578090050","20140505T000000",830000,4,2.5,3400,9692,"2",0,0,3,9,3400,0,2007,0,"98052",47.708,-122.109,3070,7375 +"1489300005","20140801T000000",1.598e+006,5,3.75,4270,7500,"2",0,0,3,10,3210,1060,2014,0,"98033",47.6845,-122.207,2410,8350 +"7768800290","20150304T000000",855000,4,3.5,2890,5911,"2",0,0,3,9,2370,520,2014,0,"98075",47.5754,-122.071,3490,6093 +"1245003220","20140819T000000",1.205e+006,5,3.5,3220,8000,"2",0,0,3,9,2900,320,2008,0,"98033",47.6834,-122.2,2100,9680 +"5608000010","20140811T000000",1.385e+006,4,3.5,4010,15365,"2",0,1,3,11,4010,0,2006,0,"98027",47.5528,-122.093,3550,13429 +"5379805260","20150326T000000",400200,4,3.5,2260,30250,"2",0,0,3,7,2260,0,2013,0,"98188",47.4493,-122.281,1270,16350 +"3278600670","20140523T000000",235000,2,1,1140,1730,"1.5",0,0,3,8,1010,130,2007,0,"98126",47.5494,-122.372,1360,1730 +"2781240050","20150507T000000",349950,3,2,1640,4714,"1",0,0,3,8,1640,0,2009,0,"98038",47.3539,-122.021,1770,4802 +"7502800050","20140709T000000",659950,4,2.75,3510,9400,"2",0,0,3,9,3510,0,2014,0,"98059",47.4827,-122.131,3550,9429 +"9544700500","20140508T000000",785000,3,2.75,3010,1842,"2",0,0,3,9,3010,0,2011,0,"98075",47.5836,-121.994,2950,4200 +"2771603314","20150416T000000",475000,2,2.25,1060,925,"2",0,0,3,8,980,80,2006,0,"98199",47.6386,-122.388,1020,4000 +"4181200680","20140527T000000",263900,3,2.5,1658,2700,"2",0,0,3,8,1658,0,2014,0,"98198",47.3667,-122.307,1658,2700 +"9347300010","20150501T000000",342000,3,2.5,1960,3540,"2",0,0,3,8,1960,0,2012,0,"98038",47.3568,-122.055,1840,3825 +"0255450020","20140918T000000",367899,3,2.5,2420,4725,"2",0,0,3,8,2420,0,2014,0,"98038",47.371,-122.018,2370,4200 +"7230200585","20150204T000000",657044,3,3.5,3420,23786,"1.5",0,0,3,9,3420,0,2014,0,"98059",47.4739,-122.11,1590,23774 +"9828702771","20141113T000000",359950,2,1.5,893,965,"2",0,0,3,8,893,0,2007,0,"98122",47.6187,-122.301,1340,1436 +"9492500170","20140723T000000",879950,4,2.75,3020,7203,"2",0,0,3,9,3020,0,2014,0,"98033",47.6948,-122.178,3010,7215 +"9265880170","20140826T000000",550000,4,2.5,2470,5954,"2",0,0,3,8,2470,0,2013,0,"98028",47.7685,-122.236,2470,4800 +"7299600920","20141209T000000",279000,4,2.5,2009,4800,"2",0,0,3,8,2009,0,2012,0,"98092",47.2586,-122.2,1798,4800 +"8690600050","20140718T000000",255000,3,2.5,1530,1116,"2.5",0,0,3,7,1530,0,2005,0,"98028",47.7385,-122.25,1530,7780 +"1176001119","20150224T000000",609500,3,1.75,1590,1113,"3",0,0,3,8,1590,0,2014,0,"98107",47.6691,-122.402,1520,1357 +"3449850050","20140620T000000",420000,5,3,2630,3149,"2",0,0,3,8,1670,960,2013,0,"98056",47.5065,-122.171,2240,4825 +"9211000170","20141008T000000",570000,4,2.5,3230,7187,"2",0,0,3,9,3230,0,2008,0,"98059",47.4995,-122.15,2950,6537 +"6056111350","20150512T000000",439000,3,2.25,1430,2343,"2",0,0,3,8,1430,0,2012,0,"98108",47.5648,-122.294,1270,1916 +"7299601630","20141108T000000",310000,3,2.5,2242,5744,"2",0,0,3,8,2242,0,2012,0,"98092",47.2597,-122.199,2009,5712 +"7133300380","20150209T000000",635000,4,2.5,2500,4000,"2",0,0,3,8,2500,0,2014,0,"98144",47.5902,-122.311,1480,4300 +"2770601775","20141128T000000",399950,3,2.5,1230,922,"2",0,0,3,8,1080,150,2009,0,"98199",47.6518,-122.384,1230,1237 +"3630200630","20140805T000000",805000,4,2.5,3020,3600,"2.5",0,0,3,9,3020,0,2009,0,"98029",47.5407,-121.993,2570,3600 +"4385700250","20150407T000000",1.8e+006,4,3.5,3480,4000,"2",0,0,3,9,2460,1020,2015,0,"98112",47.6356,-122.281,2620,4000 +"6430500182","20150403T000000",1.205e+006,4,3,3330,7650,"1",0,0,3,9,1830,1500,2008,0,"98103",47.6889,-122.352,1200,3876 +"8029770190","20141015T000000",745000,4,2.5,3400,4840,"2",0,0,3,10,3190,210,2006,0,"98059",47.5066,-122.146,3400,5710 +"5393600507","20140624T000000",329445,2,1.5,830,1119,"2",0,0,3,7,830,0,2005,0,"98144",47.5828,-122.314,1480,3622 +"0207700050","20141015T000000",588000,5,3,3110,4464,"2",0,0,3,8,3110,0,2007,0,"98011",47.7719,-122.168,2450,4221 +"8138870470","20140707T000000",494815,3,2.5,1910,2091,"2",0,0,3,8,1910,0,2014,0,"98029",47.5445,-122.013,1630,1546 +"7853370020","20141014T000000",591975,3,2.75,3230,5250,"2",0,0,3,9,2680,550,2014,0,"98065",47.5196,-121.878,2710,5250 +"3304300380","20150108T000000",600000,5,2.75,3380,8179,"2",0,0,3,9,3380,0,2011,0,"98059",47.4827,-122.135,2840,8179 +"3528960020","20140708T000000",673000,3,2.75,2830,3496,"2",0,0,3,8,2830,0,2012,0,"98029",47.5606,-122.011,2160,3501 +"1853080840","20150211T000000",889950,5,3.5,3700,7055,"2",0,0,3,9,3700,0,2014,0,"98074",47.5929,-122.057,3170,6527 +"7852130460","20150325T000000",500000,4,3,2520,4104,"2",0,0,3,7,2520,0,2002,0,"98065",47.5352,-121.88,2510,5015 +"2768301357","20141001T000000",500000,3,2.25,1530,1396,"2",0,0,3,8,1240,290,2007,0,"98107",47.666,-122.367,1690,2500 +"8562710250","20140505T000000",890000,4,4.25,4420,5750,"2",0,0,3,10,3410,1010,2006,0,"98027",47.5404,-122.073,4420,5750 +"6824100014","20150429T000000",437000,3,3,1460,1180,"3",0,0,3,8,1460,0,2006,0,"98117",47.6998,-122.367,1460,1224 +"7905200061","20140905T000000",419700,3,2.25,1450,1486,"2",0,0,3,8,1160,290,2006,0,"98116",47.5694,-122.387,1370,1437 +"3524039228","20140723T000000",394000,3,2,1160,3441,"1",0,0,4,6,580,580,1930,0,"98136",47.5314,-122.392,1160,4000 +"2781240040","20140806T000000",342000,3,2,1640,4802,"1",0,0,3,8,1640,0,2010,0,"98038",47.3538,-122.021,1940,4802 +"1222029064","20140626T000000",420000,3,1.75,1444,249126,"1.5",0,0,3,7,1444,0,2008,0,"98070",47.4104,-122.486,1760,224770 +"9523100730","20140523T000000",580000,3,2.5,1620,1173,"3",0,4,3,8,1470,150,2008,0,"98103",47.6681,-122.355,1620,1505 +"5649600464","20150327T000000",343000,2,1.5,1100,1228,"2",0,0,3,7,900,200,2007,0,"98118",47.5538,-122.282,1340,1380 +"7548301050","20150402T000000",390000,2,1.5,1340,1402,"2",0,0,3,8,1120,220,2008,0,"98144",47.588,-122.304,1340,1213 +"9542840450","20140811T000000",274000,3,1.5,1450,4694,"2",0,0,3,7,1450,0,2011,0,"98038",47.3654,-122.021,1870,4198 +"0126039467","20150114T000000",700000,4,2.5,3040,7200,"2",0,0,3,9,3040,0,2008,0,"98177",47.7747,-122.366,2360,8245 +"7936000463","20150416T000000",838000,4,2.5,2560,7210,"2",0,0,3,9,2560,0,2006,0,"98136",47.5535,-122.395,2160,10439 +"3021059304","20140917T000000",300000,6,3,2744,9926,"2",0,0,3,7,2744,0,2006,0,"98002",47.2773,-122.216,2470,9926 +"3362401758","20140903T000000",467000,3,2.25,1420,990,"3",0,0,3,8,1420,0,2008,0,"98103",47.6801,-122.348,1350,1415 +"0886000090","20150302T000000",395000,2,1,700,7457,"1",0,0,3,6,700,0,1943,0,"98108",47.5348,-122.295,1500,7130 +"1196003740","20140924T000000",734000,5,4.25,4110,42755,"2",0,2,3,10,2970,1140,2000,0,"98023",47.3375,-122.337,2730,12750 +"5045700090","20150106T000000",480000,5,2.75,2670,4780,"2",0,0,3,8,2670,0,2013,0,"98059",47.4866,-122.155,2560,5380 +"1604601801","20150217T000000",539000,3,2.75,2130,1400,"2",0,0,3,9,1080,1050,2010,0,"98118",47.5661,-122.29,1520,3132 +"5057100090","20150505T000000",459950,5,2.75,3078,6371,"2",0,0,3,9,3078,0,2014,0,"98042",47.3587,-122.163,1979,19030 +"3869900146","20141030T000000",306500,2,1,840,892,"2",0,0,3,7,840,0,2006,0,"98136",47.5396,-122.387,1030,1007 +"3862710180","20150326T000000",408474,3,2.5,1800,2731,"2",0,0,3,8,1800,0,2014,0,"98065",47.5342,-121.841,1800,3265 +"1023059246","20140514T000000",437000,3,2.75,2580,5200,"2",0,0,3,8,2580,0,2008,0,"98059",47.496,-122.151,2700,5602 +"6056100150","20140623T000000",160797,3,1.5,1270,2356,"2",0,0,3,7,1270,0,2012,0,"98108",47.5671,-122.298,1490,2175 +"3342700464","20150107T000000",729000,4,3.5,3065,5440,"3",0,0,3,9,3065,0,2014,0,"98056",47.524,-122.2,2210,8400 +"3026059362","20141031T000000",499000,3,2.5,1861,1587,"2",0,0,3,8,1578,283,2007,0,"98034",47.7043,-122.209,2090,10454 +"1327600150","20141016T000000",359950,4,2.75,2260,5705,"2",0,0,3,8,2260,0,2014,0,"98042",47.3726,-122.159,2260,5727 +"2895730540","20141210T000000",929000,5,3.25,4150,7100,"2",0,0,3,10,4150,0,2013,0,"98074",47.6026,-122.06,3560,7214 +"2768200209","20141006T000000",529950,2,2.5,1500,1174,"2",0,0,3,8,1140,360,2014,0,"98107",47.6689,-122.363,1550,1519 +"9268851380","20150403T000000",461000,3,2.25,1620,998,"2.5",0,0,3,8,1540,80,2012,0,"98027",47.5394,-122.027,1620,1068 +"7625703007","20141014T000000",271115,2,1.5,830,1325,"2",0,0,3,7,830,0,2005,0,"98136",47.5472,-122.384,1310,1485 +"7202280580","20150106T000000",653000,4,2.5,3120,5137,"2",0,0,3,7,3120,0,2003,0,"98053",47.6842,-122.04,2755,5137 +"1972202187","20141024T000000",565000,3,2.5,1870,1058,"3",0,0,3,8,1380,490,2007,0,"98103",47.6512,-122.345,1440,1136 +"2767600985","20141204T000000",529950,3,2.25,1240,1250,"3",0,0,3,8,1240,0,2014,0,"98107",47.6748,-122.377,1470,1250 +"5631501202","20150326T000000",585000,4,2.5,2820,5612,"2",0,0,3,9,2820,0,2007,0,"98028",47.7477,-122.236,1620,14881 +"1972200556","20140703T000000",609000,3,1.75,1630,1526,"3",0,0,3,8,1630,0,2014,0,"98103",47.6536,-122.354,1570,1274 +"0301400930","20140618T000000",267000,3,2.25,1584,2800,"2",0,0,3,7,1584,0,2012,0,"98002",47.3454,-122.214,1584,2800 +"9265880040","20140509T000000",557000,4,2.5,2840,4500,"2",0,0,3,8,2840,0,2012,0,"98028",47.7678,-122.237,2840,4939 +"7853280610","20141117T000000",709950,4,3.25,3910,6293,"2",0,0,3,9,3130,780,2006,0,"98065",47.5389,-121.86,4410,6015 +"1972200847","20140718T000000",625000,3,2.5,1730,1301,"3",0,0,3,9,1730,0,2011,0,"98103",47.653,-122.352,1330,1240 +"8562790940","20141223T000000",599000,3,2.75,1840,2060,"2",0,0,3,10,1700,140,2013,0,"98027",47.53,-122.073,2590,2680 +"1623089165","20150506T000000",920000,4,3.75,4030,503989,"2",0,0,3,10,4030,0,2008,0,"98045",47.4807,-121.795,2110,71874 +"6788200596","20141016T000000",1.285e+006,4,3.5,3440,3800,"3",0,0,3,9,3440,0,2014,0,"98112",47.6408,-122.307,1760,3800 +"1760650610","20150330T000000",324500,4,2.5,2110,3825,"2",0,0,3,7,2110,0,2012,0,"98042",47.3602,-122.082,2110,3825 +"7853360850","20150116T000000",471500,3,2.5,2430,5866,"2",0,0,3,7,2430,0,2009,0,"98065",47.5158,-121.871,2380,5866 +"2526069092","20140808T000000",1.015e+006,4,3.75,4690,207141,"2",0,0,3,10,4030,660,2007,0,"98019",47.7072,-121.983,2890,200527 +"2424059061","20141111T000000",998000,4,3.5,3500,43560,"2",0,0,3,9,2850,650,2014,0,"98006",47.5481,-122.103,3640,40545 +"7661600206","20150129T000000",262000,4,2.5,2070,8685,"2",0,0,3,7,2070,0,2006,0,"98188",47.4697,-122.267,2170,9715 +"8149600065","20150401T000000",844000,4,3.5,3350,6350,"2",0,2,3,8,2610,740,2009,0,"98116",47.5602,-122.39,1820,6350 +"6666830120","20140624T000000",745641,4,2.5,2440,4850,"2",0,0,3,8,2440,0,2013,0,"98052",47.7043,-122.114,2970,5450 +"3034200087","20141212T000000",659950,5,3,3010,7357,"2",0,0,3,9,3010,0,2008,0,"98133",47.7226,-122.33,2370,8050 +"0255450410","20140804T000000",339989,3,2.5,2060,4200,"2",0,0,3,8,2060,0,2014,0,"98038",47.3706,-122.018,2370,4200 +"3438501327","20150504T000000",352500,2,2.5,1570,2399,"2",0,0,3,7,1180,390,2009,0,"98106",47.5488,-122.364,1590,2306 +"9828702389","20140513T000000",525000,3,2.5,1580,1161,"2",0,0,3,8,1010,570,2008,0,"98112",47.6206,-122.299,1680,1177 +"8691440330","20140929T000000",1.13899e+006,5,3.5,4280,6530,"2",0,3,3,10,4280,0,2014,0,"98075",47.5941,-121.973,3960,6863 +"1085623740","20140812T000000",491000,5,3.5,2815,4900,"2",0,0,3,9,2815,0,2011,0,"98030",47.3424,-122.179,2798,4900 +"1424069110","20140718T000000",675000,4,2.5,2620,6114,"2",0,0,3,9,2620,0,2011,0,"98029",47.5603,-122.013,2620,5808 +"0993001914","20150106T000000",344000,3,2.25,1250,1033,"3",0,0,3,8,1250,0,2007,0,"98103",47.6907,-122.343,1250,1150 +"9211010220","20141104T000000",530000,4,2.5,3250,4500,"2",0,0,3,8,3250,0,2008,0,"98059",47.4944,-122.15,3030,4598 +"2143701015","20141210T000000",290500,4,3.25,2510,7686,"2",0,0,3,9,2510,0,2003,0,"98055",47.4785,-122.228,2510,6732 +"6056111430","20150113T000000",335000,2,1.75,1270,1685,"2",0,0,3,8,1270,0,2012,0,"98108",47.5646,-122.295,1270,1843 +"1925059254","20150507T000000",2.998e+006,5,4,6670,16481,"2",0,0,3,12,4960,1710,2007,0,"98004",47.6409,-122.221,4800,16607 +"3278606200","20140919T000000",379000,3,2.5,1580,3075,"2",0,0,3,8,1580,0,2013,0,"98126",47.545,-122.368,1710,2934 +"3126049501","20140717T000000",385000,3,1.5,1360,2030,"3",0,0,3,8,1360,0,2008,0,"98103",47.6961,-122.349,1360,1167 +"4305600360","20150225T000000",500012,4,2.5,2400,9612,"1",0,0,3,8,1230,1170,1962,2009,"98059",47.4799,-122.127,2430,5539 +"6632300212","20140505T000000",366750,3,3,1571,2017,"3",0,0,3,8,1571,0,2008,0,"98125",47.7338,-122.309,1520,1497 +"1189000492","20140606T000000",405000,2,2,1405,1073,"2",0,0,3,8,1140,265,2007,0,"98122",47.612,-122.295,1405,3000 +"3319500628","20150212T000000",356999,3,1.5,1010,1546,"2",0,0,3,8,1010,0,1971,2014,"98144",47.5998,-122.311,1010,1517 +"2436700625","20150417T000000",590000,2,2.5,1450,1281,"2",0,0,3,8,1220,230,2006,0,"98105",47.665,-122.285,1440,1281 +"3679400474","20141104T000000",294000,3,1.75,1420,1361,"2",0,0,3,7,960,460,2014,0,"98108",47.5684,-122.314,1340,1343 +"7203190110","20150426T000000",731500,4,2.5,2650,4644,"2",0,0,3,8,2650,0,2013,0,"98053",47.6945,-122.018,2640,5099 +"1853080850","20140606T000000",837219,5,2.75,3030,7679,"2",0,0,3,9,3030,0,2014,0,"98074",47.593,-122.057,3080,6341 +"1125079111","20150415T000000",1.6e+006,4,5.5,6530,871200,"2",0,2,3,11,6530,0,2008,0,"98014",47.664,-121.878,1280,858132 +"0518500610","20140616T000000",798800,3,2.75,2670,3738,"1",0,0,3,10,1720,950,2013,0,"98056",47.5299,-122.203,2610,3734 +"0293670040","20141008T000000",482500,2,2.5,1170,809,"2",0,0,3,9,1170,0,2007,0,"98103",47.6875,-122.339,1170,1121 +"3303970100","20150306T000000",820000,4,2.5,3260,26772,"2",0,0,3,9,3260,0,2007,0,"98027",47.5115,-122.031,3260,14491 +"3834000594","20140711T000000",319000,3,1.5,1480,1722,"3",0,0,3,7,1480,0,2007,0,"98125",47.728,-122.292,1480,5764 +"3342100569","20140813T000000",950000,3,2.5,2700,6947,"2",0,3,3,9,2700,0,2013,0,"98056",47.5172,-122.208,2500,6947 +"7237501380","20150507T000000",1.2675e+006,4,3.5,4640,13404,"2",0,0,3,10,4640,0,2007,0,"98059",47.531,-122.134,4690,13590 +"2325300093","20140707T000000",378000,3,2.5,1601,2491,"3",0,0,3,7,1536,65,2007,0,"98125",47.719,-122.317,1420,1156 +"9808100150","20150402T000000",3.345e+006,5,3.75,5350,15360,"1",0,1,3,11,3040,2310,2008,0,"98004",47.648,-122.218,3740,15940 +"3332500085","20141027T000000",489950,3,2.5,2540,5237,"2",0,0,3,8,2540,0,2011,0,"98118",47.5492,-122.276,1800,4097 +"3869900150","20150427T000000",345000,2,1.75,1030,1106,"2",0,0,3,7,765,265,2006,0,"98136",47.5397,-122.387,1030,1066 +"2011400401","20150226T000000",510000,3,2.5,2730,7136,"2",0,0,3,8,2730,0,2012,0,"98198",47.3938,-122.321,2130,8932 +"9578501030","20140729T000000",432500,4,2.5,3172,5033,"2",0,0,3,8,3172,0,2014,0,"98023",47.2961,-122.348,2704,5232 +"8029770410","20150420T000000",650000,4,2.5,3160,8530,"2",0,0,3,9,3160,0,2006,0,"98059",47.5075,-122.148,3160,6460 +"6639900242","20141003T000000",750000,4,2.5,2850,12429,"2",0,0,3,9,2850,0,2008,0,"98033",47.6915,-122.177,2540,12000 +"2919700735","20150427T000000",870000,4,3.5,2780,3100,"2",0,0,3,8,2120,660,2014,0,"98117",47.6886,-122.364,1740,3600 +"8691440410","20141215T000000",900000,4,3.5,3860,6543,"2",0,0,3,10,3860,0,2014,0,"98075",47.5934,-121.974,3760,6888 +"2902201301","20141216T000000",664950,2,1.75,1180,900,"2",0,0,3,10,780,400,2014,0,"98102",47.6395,-122.329,1380,3610 +"0291310150","20140602T000000",391000,3,2.25,1410,1290,"2",0,0,3,7,1290,120,2004,0,"98027",47.5345,-122.069,1490,1380 +"0323079101","20150123T000000",1.8e+006,4,3.5,6370,205603,"2",0,0,3,12,6370,0,2008,0,"98027",47.5016,-121.905,1490,33580 +"5057100110","20150514T000000",479349,5,3,3223,6371,"2",0,0,3,9,3223,0,2014,0,"98042",47.3584,-122.163,1979,9008 +"9268850940","20141223T000000",661000,4,3.25,2600,2074,"2",0,0,3,8,2150,450,2011,0,"98027",47.5402,-122.028,2510,2074 +"0993000315","20141002T000000",379000,3,3.25,1380,1234,"3",0,0,3,8,1380,0,2006,0,"98103",47.6935,-122.342,1370,1282 +"9268851800","20140505T000000",415000,3,2.25,1620,998,"2.5",0,0,3,8,1540,80,2010,0,"98027",47.5401,-122.027,1620,1299 +"4310702837","20141201T000000",375000,3,3.25,1370,1227,"3",0,0,3,8,1370,0,2007,0,"98103",47.6964,-122.341,1370,1236 +"4310703083","20140523T000000",355000,3,2,1220,1186,"3",0,0,3,8,1220,0,2007,0,"98103",47.6972,-122.341,1280,1251 +"1890000166","20140905T000000",540000,3,2.5,1280,1889,"3",0,0,3,8,1280,0,2009,0,"98105",47.6619,-122.324,1450,1889 +"7904700146","20140724T000000",290000,2,1.5,770,850,"2",0,0,3,7,770,0,2006,0,"98116",47.5644,-122.388,1350,915 +"1931300308","20140520T000000",500000,3,2.5,1210,1200,"3",0,0,3,8,1210,0,2008,0,"98103",47.6543,-122.345,1210,1200 +"8091670730","20140902T000000",416000,4,2.5,2890,6322,"2",0,0,3,8,2890,0,2011,0,"98038",47.3494,-122.044,2380,5738 +"3278612370","20140811T000000",349900,3,2.5,1580,2765,"2",0,0,3,8,1580,0,2011,0,"98126",47.5444,-122.369,1580,1820 +"0007600065","20140605T000000",465000,3,2.25,1530,1245,"2",0,0,3,9,1050,480,2014,0,"98122",47.6018,-122.297,1530,2307 +"3630200900","20140630T000000",950000,4,2.5,3670,7680,"2.5",0,0,3,10,3670,0,2007,0,"98029",47.5401,-121.993,3130,6112 +"3278611450","20150326T000000",496800,4,2.25,1850,2340,"2.5",0,0,3,8,1850,0,2014,0,"98126",47.543,-122.372,1850,2340 +"2026049184","20150320T000000",680000,4,2.5,2440,6581,"2",0,0,3,8,2440,0,2014,0,"98133",47.7321,-122.334,1480,7432 +"9103000455","20150424T000000",920000,4,3.25,2190,4265,"2",0,0,3,9,1540,650,2015,0,"98122",47.6178,-122.29,1730,4265 +"8691440220","20150202T000000",1.28999e+006,5,4,4360,8030,"2",0,0,3,10,4360,0,2015,0,"98075",47.5923,-121.973,3570,6185 +"7202300540","20140701T000000",825000,4,2.75,3990,6637,"2",0,0,3,9,3990,0,2003,0,"98053",47.6835,-122.045,3500,7074 +"1453601038","20141002T000000",292000,3,2.5,1270,1283,"3",0,0,3,7,1270,0,2007,0,"98125",47.7209,-122.291,1270,1512 +"9211010330","20150409T000000",576000,4,2.5,3340,6924,"2",0,0,3,8,3340,0,2009,0,"98059",47.495,-122.149,3030,6119 +"1972201773","20150313T000000",670000,2,2,1500,761,"3",0,3,3,8,1500,0,2008,0,"98103",47.6522,-122.346,1360,1527 +"7974200948","20140520T000000",953007,4,3.5,3120,5086,"2",0,0,3,9,2480,640,2008,0,"98115",47.6762,-122.288,1880,5092 +"2700200040","20150223T000000",399000,4,2.5,2480,4334,"2",0,0,3,8,2480,0,2012,0,"98038",47.3826,-122.036,2480,5632 +"7625702264","20150427T000000",399000,2,2,1110,1155,"3",0,0,3,7,980,130,2008,0,"98136",47.5496,-122.388,1110,1089 +"2428100100","20141117T000000",847093,4,2.75,2760,5670,"2",0,0,3,10,2760,0,2014,0,"98075",47.5819,-122.047,2760,6600 +"1176001123","20150206T000000",599950,3,2.5,1510,1493,"3",0,0,3,8,1510,0,2014,0,"98107",47.669,-122.402,1530,1357 +"3052700472","20140813T000000",499000,3,2.5,1460,1614,"2",0,0,3,8,1180,280,2007,0,"98117",47.6781,-122.374,1380,1402 +"1623089086","20141015T000000",760000,4,2.75,3980,285318,"2",0,2,3,9,3980,0,2006,0,"98045",47.4803,-121.795,2100,105415 +"2311400145","20141029T000000",1.69999e+006,4,3.75,3320,8234,"2",0,0,3,10,3320,0,2014,0,"98004",47.5963,-122.2,1560,8240 +"8895800090","20140512T000000",1.03389e+006,4,3.25,3270,5187,"2",0,0,3,9,3110,160,2014,0,"98052",47.6966,-122.133,3600,5825 +"0847100021","20140520T000000",515000,4,2.5,2670,8765,"2",0,0,3,9,2670,0,2006,0,"98059",47.4876,-122.146,2880,8765 +"0291310120","20141209T000000",355000,3,2.25,1410,1332,"2",0,0,3,7,1290,120,2004,0,"98027",47.5345,-122.069,1445,1290 +"0301401390","20140805T000000",319900,4,2.75,2475,4000,"2",0,0,3,7,2475,0,2014,0,"98002",47.3452,-122.21,2166,4000 +"7519001068","20140527T000000",460000,3,3.5,1600,1431,"2",0,0,3,8,1240,360,2006,0,"98117",47.6865,-122.363,1500,4120 +"7203101590","20150108T000000",305000,2,1,1290,3383,"2",0,0,3,7,1290,0,2008,0,"98053",47.6968,-122.025,1290,2828 +"7299600530","20150317T000000",280000,3,2.5,1608,4818,"2",0,0,3,8,1608,0,2012,0,"98092",47.2583,-122.203,2009,5200 +"7625703357","20150227T000000",394950,2,2.25,1300,2104,"2",0,0,3,8,1010,290,2011,0,"98136",47.5477,-122.388,1430,1850 +"7889601270","20140821T000000",382000,4,3.5,2530,3000,"2",0,0,3,8,1850,680,2014,0,"98146",47.4919,-122.336,1470,6000 +"4083306553","20150422T000000",560000,3,2.5,1390,1411,"3",0,0,3,8,1390,0,2008,0,"98103",47.6485,-122.334,1350,1266 +"9828701508","20140520T000000",772000,3,2.25,1640,1204,"3",0,0,3,8,1640,0,2014,0,"98112",47.6196,-122.297,1630,3136 +"8946390150","20140722T000000",324950,4,2.5,2229,5723,"2",0,0,3,7,2229,0,2012,0,"98032",47.3693,-122.286,2738,5742 +"8648900040","20140709T000000",530000,3,2.5,1790,3078,"2",0,0,3,8,1790,0,2010,0,"98027",47.5638,-122.094,1890,3078 +"4092300211","20141024T000000",384000,3,2.25,990,736,"2.5",0,0,3,8,880,110,2009,0,"98105",47.6605,-122.319,1030,1201 +"3343902510","20140611T000000",719950,5,2.75,3240,6863,"2",0,0,3,10,3240,0,2013,0,"98056",47.5033,-122.193,2360,6002 +"2919700107","20140811T000000",319950,2,2.5,1280,819,"2",0,0,3,8,1060,220,2006,0,"98103",47.6905,-122.364,1290,2900 +"2781280230","20150128T000000",292000,3,2.5,1610,3848,"2",0,0,3,8,1610,0,2006,0,"98055",47.4497,-122.188,1610,3049 +"3232200085","20150428T000000",1.5e+006,6,3.5,3670,3959,"2",0,0,3,10,2410,1260,2008,0,"98119",47.6356,-122.373,2060,3625 +"1972200259","20140507T000000",425000,2,2.5,1150,1027,"3",0,0,3,8,1150,0,2008,0,"98103",47.6534,-122.356,1360,1210 +"1926059236","20141010T000000",799950,5,3.75,3760,4702,"2",0,0,3,9,2780,980,2014,0,"98034",47.7202,-122.223,2950,5981 +"2768200210","20140825T000000",499000,2,2.5,1320,1157,"2",0,0,3,8,990,330,2014,0,"98107",47.6689,-122.363,1550,1519 +"3304300210","20150327T000000",572000,4,2.75,2700,7992,"2",0,0,3,9,2700,0,2012,0,"98059",47.4831,-122.135,2840,7992 +"9826700930","20140722T000000",459000,2,2,1480,804,"3",0,0,3,8,1480,0,2008,0,"98122",47.602,-122.308,1380,1751 +"9385200042","20150318T000000",529500,3,2.25,1410,905,"3",0,0,3,9,1410,0,2014,0,"98116",47.5818,-122.402,1510,1352 +"3876590090","20140909T000000",374500,4,2.5,3135,5811,"2",0,0,3,9,3135,0,2005,0,"98092",47.3263,-122.18,3008,5799 +"2902200142","20140605T000000",584000,3,2.5,1480,1485,"2",0,0,3,8,1280,200,2007,0,"98102",47.6376,-122.326,1470,1277 +"8085400401","20150115T000000",1.898e+006,4,4.5,4020,9656,"2",0,0,3,10,4020,0,2007,0,"98004",47.6358,-122.207,1960,9520 +"2902200237","20140707T000000",505000,2,2.25,1060,1209,"2",0,0,3,8,940,120,2006,0,"98102",47.6369,-122.327,1300,1169 +"7658600082","20141114T000000",565000,2,2.5,1950,2457,"3",0,0,3,8,1950,0,2009,0,"98144",47.5925,-122.302,1650,1639 +"6891100330","20150325T000000",799000,4,2.75,3340,5677,"2",0,0,3,9,3340,0,2011,0,"98052",47.709,-122.118,3240,5643 +"6821102367","20150429T000000",547000,3,2.5,1570,1452,"2.5",0,0,3,9,1240,330,2007,0,"98199",47.648,-122.396,1670,1596 +"1900600015","20150227T000000",550000,3,2.5,1930,6604,"2",0,0,3,7,1930,0,2014,0,"98166",47.4692,-122.351,910,6604 +"1545808120","20140918T000000",250000,3,2,1590,8100,"1",0,0,3,7,1060,530,1996,0,"98038",47.3611,-122.047,1590,8100 +"2126059294","20150105T000000",960000,4,4.5,3720,7746,"2",0,0,3,10,3720,0,2014,0,"98034",47.7323,-122.165,3080,11067 +"1370800515","20141030T000000",2.95e+006,4,4.25,4470,5884,"2",0,1,3,11,3230,1240,2010,0,"98199",47.6387,-122.405,2570,6000 +"3319500334","20150327T000000",441000,2,1,1290,1289,"2",0,0,3,7,1030,260,2005,0,"98144",47.6006,-122.305,1290,1332 +"0301400940","20150407T000000",265000,3,2.25,1489,2800,"2",0,0,3,7,1489,0,2012,0,"98002",47.3454,-122.214,1584,2800 +"2722069077","20150409T000000",430000,3,2.5,2075,39553,"1",0,0,3,7,2075,0,2012,0,"98038",47.3601,-122.032,1960,9047 +"8943600720","20140617T000000",286800,3,2.5,1413,3600,"2",0,0,3,8,1413,0,2011,0,"98031",47.4222,-122.193,2150,3869 +"7660100236","20150416T000000",375000,3,2.5,1300,1362,"2",0,0,3,8,880,420,2008,0,"98144",47.5893,-122.317,1300,1251 +"1773100921","20141215T000000",312500,3,3.25,1480,983,"2",0,0,3,8,1180,300,2013,0,"98106",47.5555,-122.363,1330,1062 +"8679200100","20150107T000000",850000,4,2.75,3320,5559,"2",0,0,3,9,3320,0,2012,0,"98075",47.5607,-122.031,3400,6854 +"3654200039","20150325T000000",390500,3,2.25,1530,1279,"2",0,0,3,7,1116,414,2007,0,"98177",47.7035,-122.357,1320,1427 +"2771602428","20141029T000000",455000,3,2.5,1180,932,"3",0,0,3,8,1180,0,2010,0,"98119",47.638,-122.375,1180,2632 +"1225039067","20150406T000000",455000,2,2,1190,1303,"2",0,0,3,8,800,390,2009,0,"98107",47.6675,-122.368,1670,2425 +"0625049359","20141203T000000",515000,3,2.25,1300,1180,"3",0,0,3,8,1300,0,2008,0,"98103",47.6871,-122.339,1300,1174 +"3278606050","20150401T000000",362500,3,3.5,1710,2212,"2",0,0,3,7,1400,310,2013,0,"98126",47.5459,-122.368,1580,2212 +"5112800291","20140924T000000",460000,3,2.5,2390,47480,"2",0,0,3,9,2390,0,2007,0,"98058",47.4517,-122.084,1720,44866 +"7853360300","20140904T000000",540000,4,3.5,3510,6005,"2",0,0,3,8,2750,760,2010,0,"98065",47.5168,-121.87,3090,5866 +"6056111063","20140731T000000",230000,3,1.75,1140,1165,"2",0,0,3,8,1140,0,2014,0,"98108",47.5638,-122.295,1150,1552 +"2767704649","20140929T000000",425000,2,2.5,1320,1329,"2",0,0,3,8,1180,140,2007,0,"98107",47.6728,-122.374,1490,5000 +"7683800205","20140519T000000",298450,5,3,2100,9752,"1",0,0,3,8,1200,900,2007,0,"98003",47.3341,-122.304,1270,10200 +"9406530150","20141222T000000",344000,4,2.5,2400,4848,"2",0,0,3,8,2400,0,2004,0,"98038",47.3626,-122.04,1980,5199 +"2979800409","20140505T000000",416286,3,2.5,1408,989,"3",0,0,3,8,1408,0,2005,0,"98115",47.6856,-122.315,1408,1342 +"1085622540","20150223T000000",379500,4,2.5,2560,5102,"2",0,0,3,8,2560,0,2013,0,"98092",47.3404,-122.181,2586,5059 +"4310701421","20140617T000000",350000,2,2.5,1260,1347,"3",0,0,3,8,1260,0,2005,0,"98103",47.6994,-122.341,1260,1356 +"2895800770","20150408T000000",258800,2,1.75,1290,1624,"2",0,0,3,8,1290,0,2014,0,"98106",47.5171,-122.347,1410,1963 +"3034200067","20141218T000000",620000,4,2.5,2730,9260,"2",0,0,3,8,2730,0,2008,0,"98133",47.7222,-122.331,2730,7357 +"3438501320","20140502T000000",295000,2,2.5,1630,1368,"2",0,0,3,7,1280,350,2009,0,"98106",47.5489,-122.363,1590,2306 +"8691450120","20150227T000000",908990,4,2.75,3530,6844,"2",0,0,3,10,3530,0,2014,0,"98075",47.5975,-121.985,3530,10038 +"6306810110","20141117T000000",485230,4,2.5,2714,12558,"2",0,0,3,9,2714,0,2014,0,"98031",47.3522,-122.201,2873,8269 +"3629990110","20140611T000000",475000,3,2.25,1630,2520,"2",0,0,3,7,1630,0,2005,0,"98029",47.5493,-121.998,1630,3131 +"0715010110","20140804T000000",1.24042e+006,5,3.25,5790,13726,"2",0,3,3,10,4430,1360,2014,0,"98006",47.5388,-122.114,5790,13726 +"3629700090","20140819T000000",635000,3,3,2230,1407,"2.5",0,0,3,8,1850,380,2013,0,"98027",47.5446,-122.017,2290,1407 +"3277801411","20141105T000000",350000,3,2.5,1380,1590,"2",0,0,3,9,1160,220,2012,0,"98126",47.5444,-122.375,1380,1590 +"8822901175","20141229T000000",345000,3,3.5,1320,1161,"3",0,0,3,8,1320,0,2010,0,"98125",47.7162,-122.294,1320,1161 +"6926700654","20140921T000000",700000,2,2,1490,713,"3",0,0,3,9,1490,0,2014,0,"98109",47.6356,-122.346,1490,1110 +"2768301482","20140821T000000",490000,3,2.25,1280,1520,"2",0,0,3,8,1080,200,2008,0,"98107",47.6651,-122.368,1280,1681 +"8895800110","20140805T000000",1.29989e+006,5,4,3870,5929,"2",0,0,3,10,3870,0,2014,0,"98052",47.6965,-122.134,3600,5625 +"3879900750","20140910T000000",579000,2,2.5,1280,1051,"2",0,0,3,8,1080,200,2009,0,"98119",47.6273,-122.359,1580,1279 +"7234600820","20150327T000000",552500,3,1.5,1300,1435,"2",0,0,3,8,1120,180,2007,0,"98122",47.6114,-122.31,1320,1652 +"1946000100","20150204T000000",467000,4,2.75,2170,5024,"2",0,0,3,8,2170,0,2012,0,"98059",47.495,-122.145,2460,5024 +"8943600870","20141113T000000",305000,4,2.25,1763,3717,"2",0,0,3,8,1763,0,2012,0,"98031",47.4213,-122.194,1763,3666 +"6145600557","20140509T000000",212000,2,1.5,1020,1525,"2",0,0,3,7,1020,0,2004,0,"98133",47.704,-122.347,1020,3844 +"7203140180","20140821T000000",429000,4,2.5,1840,4593,"2",0,0,3,7,1840,0,2010,0,"98053",47.6866,-122.013,1740,3600 +"3277801592","20140925T000000",479950,3,2,1820,1358,"3",0,0,3,9,1820,0,2014,0,"98126",47.5433,-122.376,1710,1367 +"0461003835","20141218T000000",825000,3,3.5,2670,3000,"2",0,0,3,9,1870,800,2014,0,"98117",47.6813,-122.372,1750,5000 +"0424069279","20150328T000000",1.18e+006,6,6.5,6260,10955,"2",0,0,3,11,4840,1420,2007,0,"98075",47.5947,-122.039,2710,12550 +"1760651000","20140613T000000",250000,3,2.25,1400,3814,"2",0,0,3,7,1400,0,2012,0,"98042",47.3584,-122.083,1610,3814 +"3057000070","20141027T000000",289000,2,1.5,1160,2158,"2",0,0,3,7,1160,0,1982,0,"98034",47.7178,-122.19,1150,2158 +"2895810200","20141002T000000",265000,3,2.5,1400,3368,"2",0,0,3,7,1400,0,2013,0,"98146",47.5134,-122.342,1400,4316 +"2325300060","20140515T000000",344000,3,2.5,1232,1130,"3",0,0,3,7,1232,0,2007,0,"98125",47.7185,-122.317,1232,1202 +"9151600055","20140709T000000",749000,4,2.75,2700,6000,"2",0,0,4,8,2100,600,1910,0,"98116",47.586,-122.383,2050,5400 +"7853321260","20140908T000000",492000,4,2.5,2550,6382,"2",0,0,3,7,2550,0,2007,0,"98065",47.5202,-121.87,2430,5900 +"4219610320","20150119T000000",552500,4,2.5,3260,6902,"2",0,0,3,8,3260,0,2008,0,"98059",47.4829,-122.156,3130,6588 +"2902200016","20141112T000000",653500,2,2.5,1680,1240,"2",0,0,3,8,1120,560,2014,0,"98102",47.6372,-122.324,2060,3630 +"7518507055","20150402T000000",855000,4,3.25,2630,2550,"2",0,0,3,10,2030,600,2006,0,"98117",47.6775,-122.385,1810,2600 +"7502700060","20141119T000000",333000,3,1.5,1260,5758,"2",0,0,3,7,1260,0,1999,0,"98006",47.5524,-122.139,3090,10142 +"3448740160","20140611T000000",415000,4,2.5,2550,4500,"2",0,0,3,7,2550,0,2009,0,"98059",47.4916,-122.153,2340,4526 +"0179001455","20141107T000000",445000,4,3.25,3450,5000,"2",0,0,3,8,3450,0,2008,0,"98178",47.4925,-122.273,1420,5000 +"8669160270","20140710T000000",273500,3,2.5,1550,3402,"2",0,0,3,7,1550,0,2009,0,"98002",47.3523,-122.212,2095,3402 +"4215270070","20140606T000000",969990,4,2.5,4150,8436,"2",0,0,3,10,4150,0,2014,0,"98075",47.5802,-122.039,4070,8438 +"0170000060","20141008T000000",1.2e+006,5,3.5,3900,4400,"2",0,0,3,9,2650,1250,2014,0,"98107",47.6607,-122.362,1190,4400 +"7410200431","20140806T000000",430000,3,3.25,1550,1444,"3",0,0,3,8,1550,0,2006,0,"98115",47.6767,-122.291,1550,1444 +"6600060140","20150323T000000",392000,4,2.5,2130,4000,"2",0,0,3,8,2130,0,2014,0,"98146",47.5108,-122.362,1830,7217 +"2324059314","20140702T000000",795000,4,2.5,2890,7798,"2",0,0,3,9,2890,0,2005,0,"98006",47.5456,-122.129,3300,30950 +"9376301111","20140630T000000",457000,3,2.5,1220,1330,"2",0,0,3,8,1010,210,2008,0,"98117",47.6904,-122.37,1360,3750 +"8956200560","20150320T000000",453000,4,2.5,2502,8306,"2",0,0,3,9,2502,0,2013,0,"98001",47.2953,-122.265,2597,6983 +"6749700002","20140509T000000",376000,3,2,1340,1384,"3",0,0,3,8,1340,0,2008,0,"98103",47.6973,-122.35,1110,1384 +"1438000390","20140804T000000",469995,4,2.5,2350,3800,"2",0,0,3,8,2350,0,2014,0,"98059",47.4783,-122.123,2670,4180 +"8682301600","20150504T000000",540000,3,2.5,1810,3930,"2",0,0,3,8,1810,0,2008,0,"98053",47.7169,-122.02,1560,5100 +"7853361370","20140502T000000",555000,4,2.5,3310,6500,"2",0,0,3,8,3310,0,2012,0,"98065",47.515,-121.87,2380,5000 +"3333001997","20140725T000000",445000,3,2,1620,5101,"1",0,0,3,7,590,1030,2006,0,"98118",47.5448,-122.288,1700,7750 +"7899800857","20141215T000000",256950,2,2,1070,635,"2",0,0,3,9,720,350,2008,0,"98106",47.5212,-122.357,1070,928 +"7338220370","20141006T000000",297000,4,2.5,2230,4952,"2",0,0,3,8,2230,0,2011,0,"98002",47.3363,-122.211,2030,3721 +"9406530160","20141017T000000",320000,4,2.5,1970,4558,"2",0,0,3,8,1970,0,2005,0,"98038",47.3627,-122.04,1980,5123 +"7853280370","20141114T000000",805000,5,4.5,4600,7810,"2",0,0,3,9,3200,1400,2006,0,"98065",47.5381,-121.86,4480,6324 +"2937300520","20140801T000000",799990,4,2.75,3110,6050,"2",0,0,3,9,3110,0,2014,0,"98052",47.705,-122.126,3590,6054 +"2738640310","20150409T000000",680000,4,2.5,3490,3677,"2",0,0,3,9,2850,640,2007,0,"98072",47.774,-122.162,3440,3600 +"6056100312","20140624T000000",395000,3,2.5,1600,1936,"2",0,0,3,7,1600,0,2007,0,"98108",47.5629,-122.297,1600,1936 +"2856100260","20141202T000000",732000,3,2.5,1960,3060,"2",0,0,3,8,1960,0,2010,0,"98117",47.6764,-122.389,1220,3060 +"2724049222","20140802T000000",163800,2,2.5,1000,1092,"2",0,0,3,7,990,10,2004,0,"98118",47.5419,-122.271,1330,1466 +"2724049222","20141201T000000",220000,2,2.5,1000,1092,"2",0,0,3,7,990,10,2004,0,"98118",47.5419,-122.271,1330,1466 +"6149700197","20141106T000000",308625,2,2,1500,1408,"3",0,0,3,7,1500,0,1999,0,"98133",47.7293,-122.343,1500,1245 +"3166900200","20150331T000000",375000,3,2.5,2424,5931,"2",0,0,3,9,2424,0,2014,0,"98042",47.3515,-122.134,2424,6036 +"5137800030","20140701T000000",300000,4,2.5,2303,3826,"2",0,0,3,8,2303,0,2006,0,"98092",47.3258,-122.165,2516,4500 +"3832080070","20140616T000000",284000,3,2.5,1880,6008,"2",0,0,3,7,1880,0,2009,0,"98042",47.3366,-122.052,2180,5185 +"9828702336","20150220T000000",610000,2,2,1210,740,"2",0,0,3,8,780,430,2014,0,"98112",47.6206,-122.3,1480,1171 +"7203180370","20150324T000000",955000,4,3.25,3720,6765,"2",0,0,3,9,3720,0,2012,0,"98053",47.688,-122.018,3100,6790 +"3901100030","20140627T000000",982000,4,2.75,3610,8580,"2",0,0,3,9,3610,0,2014,0,"98033",47.6706,-122.173,2360,8580 +"3126049500","20140522T000000",359000,3,1.5,1360,885,"3",0,0,3,8,1360,0,2008,0,"98103",47.6961,-122.349,1360,1167 +"6666830390","20140718T000000",779380,5,2.5,2590,7084,"2",0,0,3,8,2590,0,2014,0,"98052",47.7053,-122.113,3010,4823 +"1832100055","20140630T000000",1.51e+006,5,3.25,4390,11250,"2",0,0,3,10,4390,0,2007,0,"98040",47.5785,-122.225,2160,9249 +"3629700030","20150223T000000",635000,3,3,2290,1407,"2.5",0,0,3,8,1890,400,2014,0,"98027",47.5446,-122.017,2230,1407 +"3630200960","20140826T000000",1.06e+006,4,3.75,3880,9979,"2.5",0,0,3,10,3880,0,2007,0,"98029",47.5408,-121.992,3130,6112 +"7625702431","20140716T000000",389500,3,2.5,1350,874,"3",0,0,3,8,1270,80,2006,0,"98136",47.549,-122.387,1350,886 +"2895800390","20140807T000000",359800,5,2.5,2170,2752,"2",0,0,3,8,2170,0,2014,0,"98106",47.5165,-122.346,1800,2752 +"3753000030","20140527T000000",399950,3,3,1296,1051,"3",0,0,3,8,1296,0,2009,0,"98125",47.7175,-122.284,1520,1939 +"1773100926","20140603T000000",320000,3,3.25,1530,1602,"2",0,0,3,8,1140,390,2013,0,"98106",47.5555,-122.362,1450,1198 +"0301400320","20140725T000000",255900,3,2.5,1489,3266,"2",0,0,3,7,1489,0,2014,0,"98002",47.3452,-122.217,1537,3273 +"6600060160","20150209T000000",380000,4,2.5,2130,4467,"2",0,0,3,8,2130,0,2014,0,"98146",47.5108,-122.363,1830,8160 +"1861100267","20140918T000000",580000,3,2.75,1430,1521,"2",0,0,3,9,1130,300,2009,0,"98119",47.6353,-122.371,1930,2700 +"3438500036","20150429T000000",545000,5,3.75,2380,7268,"1",0,0,3,8,1430,950,2008,0,"98106",47.5571,-122.357,2040,10810 +"3869900036","20140725T000000",451300,3,2.5,1420,814,"2",0,0,3,8,1140,280,2008,0,"98136",47.5429,-122.387,1340,1382 +"1042700270","20140616T000000",852880,4,3.25,3450,6184,"2",0,0,3,9,3450,0,2014,0,"98074",47.6072,-122.054,3020,5369 +"6817750340","20140919T000000",305000,4,2.5,1914,3150,"2",0,0,3,8,1914,0,2009,0,"98055",47.43,-122.188,1714,3164 +"3448001412","20150430T000000",295000,2,1.5,988,1080,"3",0,0,3,7,988,0,2007,0,"98125",47.7123,-122.301,1128,1080 +"0301400800","20141016T000000",261000,3,2.25,1584,2800,"2",0,0,3,7,1584,0,2012,0,"98002",47.3451,-122.214,1584,2800 +"7852090570","20150317T000000",560000,4,2.5,2630,5710,"2",0,0,3,8,2630,0,2001,0,"98065",47.5342,-121.876,2550,5500 +"7203180070","20140919T000000",795000,4,3.25,3520,5250,"2",0,0,3,9,3520,0,2012,0,"98053",47.6869,-122.019,3220,5781 +"5416510200","20140929T000000",384950,4,2.5,2380,4913,"2",0,0,3,8,2380,0,2006,0,"98038",47.3607,-122.038,2580,5311 +"1931300977","20140508T000000",500000,3,1.75,1410,1197,"3",0,0,3,8,1410,0,2012,0,"98103",47.6558,-122.348,1350,2512 +"7853390260","20150205T000000",640000,4,3.5,3220,5741,"2",0,0,3,9,3220,0,2013,0,"98065",47.5169,-121.886,2960,6534 +"9578500810","20141121T000000",418000,4,3.25,3266,5969,"2",0,0,3,8,3266,0,2014,0,"98023",47.2975,-122.35,3087,5169 +"6844700575","20141010T000000",799000,3,2,2550,4794,"2",0,0,3,9,2550,0,2007,0,"98115",47.6955,-122.29,1630,5100 +"3751601877","20150320T000000",552900,4,3.5,3828,18900,"2.5",0,0,3,9,3828,0,2014,0,"98001",47.2851,-122.277,2120,18900 +"3869900136","20141219T000000",539950,3,2.25,1670,1596,"3",0,0,3,8,1670,0,2014,0,"98136",47.5402,-122.387,1640,1310 +"8956200960","20150120T000000",524225,4,2.5,3056,11385,"2",0,0,3,9,3056,0,2014,0,"98001",47.2905,-122.264,2849,8607 +"2883200083","20150202T000000",424950,2,1.5,1000,1188,"3",0,0,3,8,1000,0,2005,0,"98115",47.6823,-122.327,2300,3500 +"2028700570","20141125T000000",560000,3,3.25,1530,1786,"2",0,0,3,8,1200,330,2007,0,"98117",47.6783,-122.366,1390,2900 +"4188300030","20150429T000000",715000,5,3,3490,6091,"2",0,0,3,9,3490,0,2009,0,"98011",47.7744,-122.225,2870,5932 +"7883603648","20140522T000000",300000,5,2.5,2760,6000,"2",0,0,3,8,2760,0,2006,0,"98108",47.5289,-122.321,1360,6000 +"3630080030","20150224T000000",405000,3,2.5,1440,2163,"2",0,0,3,7,1440,0,2005,0,"98029",47.554,-121.998,1440,2207 +"0173000036","20141007T000000",327000,3,3,1370,1001,"3",0,0,3,8,1370,0,2009,0,"98133",47.7302,-122.355,1399,1151 +"2862500070","20141209T000000",859950,6,4,3180,6551,"2",0,0,3,9,3180,0,2014,0,"98074",47.6236,-122.023,3230,7602 +"7017200055","20150113T000000",560000,4,3,2720,7570,"2",0,0,3,9,2720,0,2008,0,"98133",47.7113,-122.349,1770,5705 +"3278611610","20140907T000000",379900,3,2.5,1800,2792,"2",0,0,3,8,1800,0,2011,0,"98126",47.5442,-122.371,1580,2617 +"4305500030","20150501T000000",625000,3,2.5,3220,6409,"2",0,0,3,9,3220,0,2008,0,"98059",47.4815,-122.127,3330,6231 +"0255460240","20150423T000000",398096,3,2.5,2370,5321,"2",0,0,3,8,2370,0,2014,0,"98038",47.37,-122.019,2370,4357 +"1773100416","20141120T000000",315000,3,2.5,1410,1325,"2",0,0,3,7,1180,230,2007,0,"98106",47.5582,-122.363,1270,1282 +"2937300560","20141212T000000",939000,4,3.5,3640,6049,"2",0,0,3,9,3640,0,2014,0,"98052",47.7049,-122.125,3590,6104 +"9510860560","20140725T000000",674000,3,2.5,1920,3624,"2",0,0,3,9,1920,0,2003,0,"98052",47.6647,-122.087,1930,3533 +"1085621740","20140814T000000",306000,4,2.5,2267,3577,"2",0,0,3,7,2267,0,2014,0,"98092",47.3384,-122.18,2056,3577 +"4139300135","20140709T000000",2.321e+006,5,4.75,5780,17004,"2",0,0,3,11,4260,1520,2006,0,"98040",47.5802,-122.212,3460,10855 +"5100400241","20150202T000000",394950,2,1,1131,1304,"3",0,0,3,7,1131,0,2011,0,"98115",47.6912,-122.313,1131,1992 +"2428100070","20140918T000000",914154,3,3.5,2940,6431,"2",0,0,3,10,2940,0,2014,0,"98075",47.5818,-122.047,2760,6695 +"0726059485","20141117T000000",496000,3,2.5,2180,4533,"2",0,0,3,7,2180,0,2010,0,"98011",47.754,-122.215,2180,7347 +"9834201370","20150417T000000",430100,3,2.25,1400,1078,"2",0,0,3,8,940,460,2009,0,"98144",47.5701,-122.288,1420,1230 +"8564860270","20140708T000000",449990,4,2.5,2680,5539,"2",0,0,3,8,2680,0,2013,0,"98045",47.4759,-121.734,2680,5992 +"8564860270","20150330T000000",502000,4,2.5,2680,5539,"2",0,0,3,8,2680,0,2013,0,"98045",47.4759,-121.734,2680,5992 +"3395071580","20150311T000000",310000,3,2.5,1300,3612,"2",0,0,3,7,1300,0,2005,0,"98118",47.5328,-122.282,1390,2943 +"3682000060","20150323T000000",349950,4,3.5,2796,3520,"2.5",0,0,3,8,2796,0,2013,0,"98001",47.3427,-122.278,2040,5195 +"1646500810","20140919T000000",625000,2,1.75,1460,1500,"2",0,0,3,8,1000,460,2008,0,"98103",47.6853,-122.356,1440,4120 +"7768800160","20140827T000000",1.05471e+006,4,3.5,4210,6481,"2",0,3,3,9,3260,950,2014,0,"98075",47.5765,-122.072,3920,5331 +"3629980860","20140707T000000",680000,4,2.75,2330,3920,"2",0,0,3,9,2330,0,2005,0,"98029",47.5525,-121.99,2410,4063 +"0629890070","20140515T000000",828950,4,3.5,3930,5680,"2",0,1,3,9,2820,1110,2013,0,"98027",47.5528,-122.076,3700,5816 +"7299600140","20150403T000000",274950,3,2.5,1608,4000,"2",0,0,3,8,1608,0,2014,0,"98092",47.2582,-122.198,2009,4983 +"1332700030","20150312T000000",293000,2,2.25,1610,1968,"2",0,0,4,7,1610,0,1979,0,"98056",47.5184,-122.196,1950,1968 +"3630220140","20140613T000000",795000,4,3.5,3200,3250,"2",0,0,3,9,2670,530,2007,0,"98029",47.5515,-122,3400,3663 +"0301400240","20140922T000000",282900,4,2.5,1710,3500,"2",0,0,3,7,1710,0,2014,0,"98002",47.3448,-122.217,1710,3500 +"1233100710","20150416T000000",909950,5,3.75,3050,8972,"2",0,0,3,9,3050,0,2014,0,"98033",47.6819,-122.172,2750,8979 +"0293070270","20141104T000000",922755,4,3.5,3560,4951,"2",0,0,3,9,3560,0,2014,0,"98074",47.6178,-122.055,3540,5500 +"3304030140","20150416T000000",424000,4,2.5,2650,8685,"2",0,0,3,9,2650,0,2006,0,"98001",47.344,-122.269,2650,7932 +"5095401070","20150423T000000",630000,3,2.5,3490,12410,"2",0,0,3,8,2590,900,2009,0,"98059",47.4714,-122.071,1740,14448 +"6358900070","20141222T000000",810000,4,3.25,4140,46173,"2",0,0,3,9,4140,0,2007,0,"98011",47.7647,-122.213,2060,43103 +"8141310030","20140730T000000",256703,3,2,1670,4441,"1",0,0,3,7,1670,0,2014,0,"98022",47.1948,-121.975,1670,4622 +"7203140270","20140515T000000",386380,3,2.5,1720,3600,"2",0,0,3,7,1720,0,2010,0,"98053",47.6856,-122.013,1720,3600 +"8682320320","20140916T000000",485000,2,2,1510,3961,"1",0,0,3,8,1510,0,2010,0,"98053",47.709,-122.018,1510,3962 +"9542840340","20150211T000000",275000,3,2.25,1450,4040,"2",0,0,3,7,1450,0,2010,0,"98038",47.3665,-122.022,1610,4040 +"3943600140","20150302T000000",370000,4,2.5,1812,5026,"2",0,0,3,8,1812,0,2011,0,"98055",47.4513,-122.202,2440,6007 +"2902200240","20140610T000000",499950,2,2.25,1060,1208,"2",0,0,3,8,940,120,2005,0,"98102",47.6371,-122.327,1300,1169 +"3274800505","20150424T000000",502000,3,2.5,1600,3073,"3",0,0,3,8,1600,0,2009,0,"98144",47.5934,-122.298,1130,2921 +"8080400136","20140620T000000",654000,3,3.25,1530,1565,"2",0,0,3,8,1280,250,2005,0,"98122",47.6179,-122.312,1530,1381 +"6371000079","20140714T000000",575000,4,2.25,2070,1230,"3",0,0,3,9,1500,570,2013,0,"98116",47.5775,-122.41,1569,4802 +"5379801920","20150415T000000",500000,4,2.5,3630,7482,"2",0,0,3,10,3630,0,2008,0,"98188",47.4565,-122.287,1600,15716 +"8562770320","20150114T000000",554000,3,2.5,2140,4126,"2",0,0,3,8,1960,180,2005,0,"98027",47.5368,-122.073,2280,2615 +"3449000200","20150508T000000",360000,4,1.75,2010,12188,"1",0,0,4,7,1150,860,1960,0,"98059",47.5013,-122.147,1720,8475 +"0255470030","20150429T000000",619990,4,2.75,2630,4501,"2",0,0,3,8,2630,0,2015,0,"98028",47.7748,-122.244,2380,4599 +"0629650030","20150312T000000",317500,4,2.5,2233,6025,"2",0,0,3,7,2233,0,2012,0,"98001",47.2599,-122.256,1544,6036 +"3574770030","20140828T000000",564950,4,2.75,2990,4521,"2",0,0,3,7,2990,0,2014,0,"98028",47.7401,-122.226,2580,7539 +"7589700055","20140611T000000",545000,2,1.25,1240,2150,"2",0,0,3,8,1240,0,2014,0,"98117",47.6884,-122.374,1340,5289 +"3832050570","20150501T000000",333700,3,2.5,2230,5050,"2",0,0,3,7,2230,0,2006,0,"98042",47.3359,-122.055,2260,5050 +"5167000140","20140711T000000",1.48e+006,3,3.25,3700,2264,"2",0,0,3,11,2280,1420,1998,0,"98033",47.6653,-122.205,3930,2567 +"9578060370","20150408T000000",530000,4,3,2290,5105,"2",0,0,3,8,2290,0,2012,0,"98028",47.7727,-122.237,2450,5105 +"2767604253","20150413T000000",396000,2,1.5,950,865,"3",0,0,3,8,950,0,2006,0,"98107",47.6714,-122.382,1290,1189 +"8562780800","20141016T000000",305000,2,1.75,1120,758,"2",0,0,3,7,1120,0,2012,0,"98027",47.5325,-122.072,1150,758 +"0603000926","20140522T000000",380000,5,3.5,2420,4670,"2",0,0,3,7,2420,0,2013,0,"98118",47.5241,-122.285,1430,4468 +"6817750510","20150303T000000",305000,4,2.5,1714,3250,"2",0,0,3,8,1714,0,2010,0,"98055",47.429,-122.189,1714,3250 +"0423059409","20140928T000000",440000,4,2.5,2230,5650,"2",0,0,3,7,2230,0,2011,0,"98056",47.5073,-122.168,1590,7241 +"0522049074","20140627T000000",459000,4,3,2530,10000,"2",0,0,3,7,2530,0,2013,0,"98148",47.431,-122.335,1420,9898 +"1934800193","20150306T000000",530000,3,3.5,1550,1233,"2",0,0,3,8,1160,390,2005,0,"98122",47.6034,-122.309,1490,1539 +"0847100046","20150416T000000",600000,4,2.75,3110,11225,"2",0,0,3,8,3110,0,2012,0,"98059",47.4865,-122.143,2610,8535 +"1250200693","20140718T000000",515000,3,3,2100,2409,"2",0,0,3,8,1660,440,2008,0,"98144",47.5973,-122.298,1900,2400 +"7338220200","20150408T000000",275000,4,2.5,2150,3721,"2",0,0,3,8,2150,0,2007,0,"98002",47.3363,-122.215,2150,3721 +"1982201596","20150112T000000",540000,3,1.75,1630,1404,"2",0,0,3,8,1020,610,2014,0,"98107",47.6646,-122.367,1420,1670 +"7853270830","20140805T000000",445000,3,2.5,2230,7934,"2",0,0,3,7,2230,0,2005,0,"98065",47.5439,-121.88,2310,4818 +"9352900200","20150407T000000",285000,3,2.5,1320,955,"3",0,0,3,7,1320,0,2009,0,"98106",47.5202,-122.357,1300,1003 +"8850000517","20140731T000000",480000,3,2.5,1590,1431,"2",0,0,3,8,1060,530,2010,0,"98144",47.5893,-122.309,1620,1548 +"3395070560","20150120T000000",440000,5,3.25,2610,3642,"2",0,0,3,8,2080,530,2005,0,"98118",47.535,-122.284,1750,3118 +"7211400576","20150211T000000",287450,3,2.5,1440,2500,"2",0,0,3,7,1440,0,2008,0,"98146",47.5123,-122.358,1440,5000 +"5169700132","20150401T000000",507950,4,2.5,2630,6283,"2",0,0,3,9,2630,0,2006,0,"98059",47.5079,-122.158,2630,7210 +"3204960200","20140619T000000",750000,3,3.5,3390,10078,"2",0,0,3,10,3040,350,2012,0,"98056",47.537,-122.185,3290,12332 +"8024200681","20140703T000000",425000,3,1.5,1400,1022,"3",0,0,3,8,1400,0,2007,0,"98115",47.6989,-122.317,1270,1205 +"9358000550","20141202T000000",420000,3,3.5,1900,2133,"2",0,0,3,8,1520,380,2009,0,"98126",47.5675,-122.369,1530,3264 +"7625702444","20140510T000000",394950,3,2.5,1350,1250,"3",0,0,3,8,1270,80,2006,0,"98136",47.5491,-122.387,1350,886 +"7853370260","20140711T000000",635000,4,3.25,3420,6752,"2",0,2,3,9,3030,390,2012,0,"98065",47.517,-121.876,3010,5172 +"0522079068","20150506T000000",513000,3,2.5,2150,161607,"2",0,0,3,7,1330,820,1995,0,"98038",47.4178,-121.937,2400,207781 +"3023000200","20150505T000000",380000,4,2.5,2110,5306,"2",0,0,3,8,2110,0,2012,0,"98038",47.356,-122.057,2250,5306 +"3758900023","20140521T000000",1.13e+006,4,3.25,3810,8519,"1",0,1,3,10,2680,1130,2007,0,"98033",47.699,-122.207,3240,10748 +"6204050160","20140608T000000",540000,5,3,2870,4369,"2",0,0,3,8,2090,780,2007,0,"98011",47.7449,-122.192,2640,4610 +"8562780200","20150427T000000",352499,2,2.25,1240,705,"2",0,0,3,7,1150,90,2009,0,"98027",47.5321,-122.073,1240,750 +"7702600949","20150505T000000",603000,4,3.5,3610,6345,"2",0,0,3,9,2370,1240,2008,0,"98058",47.4283,-122.102,3010,29279 +"3442000127","20140530T000000",685000,4,2.5,2310,5100,"2",0,0,3,9,2310,0,2013,0,"98177",47.7039,-122.36,1260,5100 +"0255550070","20140626T000000",330675,4,3,1930,3031,"1",0,0,3,7,1200,730,2006,0,"98019",47.7457,-121.985,1930,2611 +"7165700200","20140605T000000",275000,3,3,1390,1080,"2",0,0,3,7,1140,250,2006,0,"98118",47.5323,-122.281,1450,1081 +"8096800270","20140716T000000",259950,3,2.5,1578,7340,"2",0,0,3,7,1578,0,2010,0,"98030",47.3771,-122.186,1850,7200 +"4046500160","20140729T000000",441000,3,2,1720,15000,"1",0,0,3,9,1720,0,2011,0,"98014",47.6927,-121.92,1900,15337 +"7882600326","20141203T000000",1.135e+006,5,3.75,4700,11237,"2",0,0,3,10,2930,1770,2006,0,"98033",47.6624,-122.197,3180,13140 +"9122001230","20141205T000000",590000,3,3.5,1970,5079,"2",0,0,3,8,1680,290,2007,0,"98144",47.5816,-122.296,1940,6000 +"6373000187","20140918T000000",497000,3,2.25,1460,1353,"2",0,0,3,8,1050,410,2012,0,"98116",47.5774,-122.412,1690,3776 +"7967000200","20141121T000000",345500,3,2.5,1930,4000,"2",0,0,3,8,1930,0,2014,0,"98001",47.3518,-122.275,2050,4000 +"2902200241","20140623T000000",562500,3,2.25,1300,907,"2",0,0,3,8,1000,300,2006,0,"98102",47.6371,-122.327,1300,1169 +"0291310390","20140904T000000",355000,3,2.25,1445,1087,"2",0,0,3,7,1300,145,2005,0,"98027",47.5339,-122.067,1410,1336 +"1604601572","20140905T000000",345000,2,2.25,860,696,"2",0,0,3,9,860,0,2009,0,"98118",47.5663,-122.29,1100,3000 +"0259500270","20140505T000000",478000,3,2.5,3040,4535,"2",0,0,3,9,3040,0,2007,0,"98056",47.51,-122.185,2670,4666 +"3166900270","20150402T000000",391500,3,2.5,2424,6143,"2",0,0,3,9,2424,0,2014,0,"98030",47.3512,-122.135,2381,6036 +"2926049582","20150412T000000",265000,2,1.5,1084,3427,"2",0,0,3,7,1084,0,1976,0,"98125",47.7117,-122.326,1084,6250 +"3438503230","20141030T000000",395000,3,2.5,2510,5320,"2",0,0,3,8,2510,0,2005,0,"98106",47.5374,-122.357,1820,5736 +"2827100075","20140727T000000",286308,2,1.5,1220,1036,"3",0,0,3,7,1220,0,2006,0,"98133",47.7348,-122.347,1210,659 +"1702900624","20140527T000000",370000,2,2.25,1280,835,"2",0,0,3,7,1080,200,2009,0,"98118",47.5592,-122.284,1280,1246 +"2856100935","20140923T000000",1.079e+006,5,3.5,3740,5610,"2",0,0,3,9,2860,880,2014,0,"98117",47.6764,-122.392,1520,4590 +"0301401620","20141015T000000",298900,3,2.5,1852,4000,"2",0,0,3,7,1852,0,2014,0,"98002",47.3451,-122.209,2475,4000 +"3630200520","20150421T000000",775000,4,2.5,2580,5787,"2",0,0,3,9,2580,0,2007,0,"98029",47.5416,-121.994,2580,4410 +"0323079065","20140624T000000",790000,4,3.5,3190,31450,"2",0,0,3,9,3190,0,2010,0,"98027",47.501,-121.902,3000,72745 +"7172200125","20140827T000000",1.05e+006,3,2.5,3400,5119,"2",0,0,3,8,2300,1100,2014,0,"98115",47.6843,-122.305,1740,5969 +"3057000400","20140708T000000",249000,2,1.5,1090,2686,"2",0,0,3,7,1090,0,1982,0,"98034",47.717,-122.19,1160,2158 +"3022900070","20140929T000000",348000,3,2,2360,6145,"1",0,0,3,8,2360,0,2011,0,"98030",47.3564,-122.198,2304,5880 +"9406710060","20141114T000000",358000,5,2.5,2460,5604,"2",0,0,3,8,2460,0,2011,0,"98038",47.3658,-122.037,2210,6395 +"3353401070","20140625T000000",260000,5,2.5,2025,7760,"2",0,0,3,7,2025,0,2007,0,"98001",47.2671,-122.256,1664,9000 +"7853280570","20140604T000000",765000,4,3,4410,5104,"2",0,0,3,9,3400,1010,2006,0,"98065",47.5392,-121.861,4390,5537 +"6192410550","20140528T000000",739000,3,2.5,2810,5400,"2",0,0,3,9,2810,0,2005,0,"98052",47.7065,-122.118,2870,5400 +"8562710520","20140505T000000",890000,5,3.5,4490,6000,"2",0,0,3,10,3200,1290,2006,0,"98027",47.5396,-122.073,4530,6000 +"1543000060","20140607T000000",462000,4,2.5,3070,6432,"2",0,0,3,9,3070,0,2006,0,"98055",47.4487,-122.205,2910,5106 +"9536600810","20140708T000000",380000,4,2.5,1984,32400,"1",0,0,3,8,1564,420,1962,0,"98198",47.36,-122.318,1390,9152 +"5428000070","20150511T000000",770000,5,3.5,4750,8234,"2",0,2,3,10,3350,1400,2013,0,"98198",47.3574,-122.318,2160,14496 +"2309000060","20140818T000000",641000,4,3.25,2760,4104,"2",0,0,3,8,1900,860,2014,0,"98056",47.5286,-122.187,2760,5186 +"8043700105","20150417T000000",2.3e+006,4,4,4360,8175,"2.5",1,4,3,10,3940,420,2007,0,"98008",47.5724,-122.104,2670,8525 +"7792000140","20150504T000000",369000,4,2.5,3060,27251,"1.5",0,0,3,8,3060,0,2008,0,"98022",47.1967,-121.966,1760,27251 +"5244801550","20140916T000000",1.112e+006,4,3,2770,2650,"2",0,0,3,9,2180,590,2014,0,"98109",47.6435,-122.354,1820,2960 +"9310300160","20140828T000000",357000,5,2.5,2990,9240,"2",0,0,3,8,2990,0,2015,0,"98133",47.7384,-122.348,1970,18110 +"6762700376","20141126T000000",650000,3,2.75,1540,1251,"2",0,0,3,8,1230,310,2002,0,"98102",47.6298,-122.321,1540,1287 +"1972200428","20140625T000000",563500,3,2.5,1400,1312,"3.5",0,0,3,8,1400,0,2007,0,"98103",47.6534,-122.355,1350,1312 +"7304301231","20140617T000000",345000,3,2.5,1680,2229,"2",0,0,3,7,1680,0,2007,0,"98155",47.7484,-122.322,1230,9300 +"9512200140","20140725T000000",479950,3,2,2260,7163,"1",0,0,3,9,2260,0,2012,0,"98058",47.4593,-122.136,2340,6730 +"7853400260","20140513T000000",660000,4,3.5,3400,5196,"2",0,0,3,9,3400,0,2012,0,"98065",47.5169,-121.884,3170,5260 +"0097600140","20140729T000000",800000,4,2.5,2930,5000,"2",0,0,3,9,2760,170,2007,0,"98006",47.5424,-122.12,3230,5778 +"2822059360","20140724T000000",253101,3,2,1239,6036,"1",0,0,3,7,1239,0,2009,0,"98030",47.3689,-122.175,2060,5746 +"6056110200","20140929T000000",555000,3,3.5,2100,2479,"2",0,0,3,9,1450,650,2011,0,"98118",47.562,-122.292,1800,2457 +"6300000226","20140626T000000",240000,4,1,1200,2171,"1.5",0,0,3,7,1200,0,1933,0,"98133",47.7076,-122.342,1130,1598 +"6300000226","20150504T000000",380000,4,1,1200,2171,"1.5",0,0,3,7,1200,0,1933,0,"98133",47.7076,-122.342,1130,1598 +"9524100196","20141117T000000",239000,2,1.5,680,772,"2",0,0,3,7,680,0,2005,0,"98103",47.695,-122.343,690,1059 +"3013300685","20150318T000000",760000,4,3.25,2690,3995,"2",0,0,3,9,2060,630,2014,0,"98136",47.532,-122.384,1810,4590 +"2619950070","20140826T000000",430000,4,2.5,2750,7200,"2",0,0,3,8,2750,0,2011,0,"98019",47.7327,-121.966,2750,7200 +"7203110240","20140522T000000",660000,3,2.5,2450,4332,"2",0,0,3,8,2450,0,2010,0,"98053",47.6942,-122.016,2450,4154 +"7694200350","20140820T000000",399963,4,2.5,2620,4050,"2",0,0,3,8,2620,0,2014,0,"98146",47.5017,-122.34,2030,3944 +"0007600136","20140718T000000",411000,2,2,1130,1148,"2",0,0,3,9,800,330,2007,0,"98122",47.6023,-122.314,1350,1201 +"1442880160","20140627T000000",483453,4,2.75,2790,5527,"2",0,0,3,8,2790,0,2014,0,"98045",47.4827,-121.773,2620,5509 +"3277801580","20141110T000000",469950,3,2,1820,1357,"3",0,0,3,9,1820,0,2014,0,"98126",47.5432,-122.376,1710,1372 +"1442880640","20140715T000000",504058,4,2.75,2910,7467,"2",0,0,3,8,2910,0,2013,0,"98045",47.4841,-121.772,2790,7868 +"3845101070","20150428T000000",425996,4,2.5,2568,5000,"2",0,0,3,9,2568,0,2014,0,"98092",47.2596,-122.194,2547,4500 +"6791900260","20140708T000000",760005,4,2.75,3090,5859,"2",0,0,3,9,3090,0,2010,0,"98074",47.6057,-122.047,2960,5250 +"9828702339","20150420T000000",699999,2,2,1460,1085,"2",0,0,3,8,950,510,2014,0,"98112",47.6205,-122.299,1580,1202 +"2255500125","20140716T000000",749950,3,2.5,2010,2263,"2",0,0,3,8,1340,670,2014,0,"98122",47.6088,-122.311,1500,2670 +"5541300135","20140708T000000",674600,4,2.5,2610,5140,"2",0,0,3,8,2610,0,2006,0,"98103",47.6951,-122.346,1190,5101 +"4083306616","20150224T000000",450000,2,1.5,960,1000,"2",0,0,3,8,920,40,2008,0,"98103",47.6489,-122.335,1200,1297 +"8096800260","20150407T000000",272000,3,2.5,1528,7616,"2",0,0,3,7,1528,0,2011,0,"98030",47.3774,-122.186,1850,7340 +"2997800024","20140714T000000",450000,2,1.5,1310,1264,"2",0,0,3,8,1120,190,2006,0,"98106",47.5772,-122.409,1330,1265 +"0952005863","20150505T000000",643950,3,2.25,1760,2122,"3",0,0,3,9,1760,0,2015,0,"98116",47.5633,-122.385,1420,1618 +"7772850060","20141110T000000",290000,3,2.5,1420,3542,"2",0,0,3,8,1310,110,2007,0,"98133",47.7731,-122.343,1180,1622 +"6130500070","20141008T000000",378000,3,2.5,1650,2082,"3",0,0,3,8,1650,0,2007,0,"98133",47.7108,-122.332,1650,1965 +"8682300400","20140619T000000",728050,3,2.5,2320,6775,"1",0,0,3,8,2320,0,2008,0,"98053",47.7158,-122.016,1680,4750 +"8956200990","20150426T000000",499160,4,2.5,2628,11466,"2",0,0,3,9,2628,0,2014,0,"98001",47.2904,-122.264,2849,10909 +"9532000070","20141201T000000",536000,4,2.5,2520,4831,"2",0,0,3,8,2520,0,2009,0,"98072",47.7711,-122.168,2430,3937 +"7570050070","20150205T000000",419900,5,3.5,2880,5000,"2",0,0,3,8,2260,620,2012,0,"98038",47.3455,-122.023,2590,4800 +"0946000295","20141210T000000",469000,3,2.25,1440,1362,"3",0,0,3,7,1440,0,2014,0,"98117",47.6908,-122.365,1180,2603 +"3831250350","20150408T000000",374000,3,2.5,2185,6042,"2",0,0,3,9,2185,0,2009,0,"98030",47.3573,-122.202,2297,5876 +"6056100160","20140728T000000",182568,4,1.5,1500,2106,"2",0,0,3,7,1500,0,2014,0,"98108",47.5669,-122.297,1490,2175 +"1402970070","20140626T000000",334888,3,2.5,1769,7324,"2",0,0,3,9,1769,0,2012,0,"98092",47.3307,-122.188,2502,6017 +"2524059267","20140917T000000",799900,4,4,3650,18223,"2",0,3,3,9,3330,320,2013,0,"98006",47.5442,-122.116,3220,11022 +"8091670030","20140512T000000",383000,4,2.5,2160,6223,"2",0,0,3,8,2160,0,2010,0,"98038",47.3494,-122.042,2160,5555 +"1825079046","20141218T000000",580000,3,2.5,1820,374616,"2",0,0,3,7,1820,0,1999,0,"98014",47.6539,-121.959,1870,220654 +"0255450390","20140707T000000",351999,3,2.5,2370,4200,"2",0,0,3,8,2370,0,2014,0,"98038",47.3706,-122.017,2370,4200 +"9301300270","20150223T000000",1.325e+006,3,3,3180,2758,"2",0,2,3,11,2240,940,2008,0,"98109",47.6377,-122.342,2420,2758 +"9347300160","20150125T000000",312000,3,2.5,1780,4077,"2",0,0,3,8,1780,0,2011,0,"98038",47.3568,-122.056,1970,4077 +"0710600070","20140912T000000",674950,4,3.5,2650,3127,"2",0,0,3,8,2230,420,2011,0,"98027",47.5381,-122.046,2330,3137 +"5556300116","20141229T000000",1.105e+006,5,2.75,3300,7560,"2",0,0,3,10,3300,0,2007,0,"98052",47.6467,-122.118,3150,8580 +"1324300126","20150313T000000",415000,2,2.5,1160,1219,"3",0,0,3,8,1160,0,2007,0,"98107",47.6543,-122.358,1320,2800 +"9279700013","20140710T000000",1.25e+006,3,3,3460,5353,"2",0,0,3,10,2850,610,2007,0,"98116",47.5858,-122.393,2460,6325 +"3336500140","20140919T000000",208800,3,2.5,1390,2450,"2",0,0,3,7,1390,0,2009,0,"98118",47.5298,-122.269,1390,2450 +"2767604212","20141029T000000",452000,2,2.5,1260,1131,"3",0,0,3,8,1260,0,2006,0,"98107",47.6715,-122.384,1490,2500 +"6719600030","20150422T000000",837000,5,2.75,2940,5225,"2",0,0,3,8,2760,180,2010,0,"98052",47.6879,-122.107,3090,6261 +"3204930510","20150224T000000",780000,5,3.5,3190,4247,"2",0,0,3,8,2430,760,2013,0,"98052",47.7016,-122.103,2580,3989 +"7582700075","20141002T000000",1.485e+006,4,3.5,3930,6120,"2",0,0,3,10,3310,620,2007,0,"98105",47.6646,-122.28,3390,6120 +"0191100435","20140926T000000",1.6e+006,5,3.75,3570,10125,"2",0,0,3,10,3570,0,2014,0,"98040",47.5639,-122.223,1760,10125 +"0255450030","20140918T000000",369946,3,2.5,2420,4725,"2",0,0,3,8,2420,0,2014,0,"98038",47.371,-122.018,2370,4200 +"9476200710","20140608T000000",530000,3,2.75,3400,7200,"2",0,2,3,9,2470,930,2009,0,"98056",47.4878,-122.191,1580,8676 +"1329300070","20150320T000000",386000,4,2.5,2478,6079,"2",0,0,3,8,2478,0,2012,0,"98030",47.3524,-122.175,2279,6079 +"0357000135","20150218T000000",1.9e+006,4,2.5,3070,7830,"2",0,2,3,11,1970,1100,2009,0,"98144",47.593,-122.291,2440,4682 +"7203600560","20140911T000000",735000,4,3.5,3200,7605,"2",0,2,3,9,2500,700,2013,0,"98198",47.3443,-122.327,2240,4416 +"0715010140","20141002T000000",1.75e+006,5,3.25,5790,12739,"2",0,3,3,10,4430,1360,2014,0,"98006",47.538,-122.114,5790,13928 +"3869900138","20150223T000000",489950,3,2.25,1590,926,"3",0,0,3,8,1590,0,2014,0,"98136",47.5402,-122.387,1640,1321 +"2114700374","20150413T000000",357500,3,3,1730,1442,"2",0,0,3,8,1440,290,2008,0,"98106",47.5344,-122.348,1370,1524 +"9264450550","20140520T000000",329995,4,2.5,2303,3680,"2",0,0,3,8,2303,0,2013,0,"98001",47.2599,-122.283,2303,3760 +"3862710200","20140925T000000",414000,3,2.5,1790,3754,"2",0,0,3,8,1790,0,2013,0,"98065",47.534,-121.841,1800,3393 +"0291310310","20141210T000000",533500,3,3.5,2490,3517,"2",0,0,3,8,1720,770,2005,0,"98027",47.5341,-122.067,1600,2378 +"3814900260","20150305T000000",402395,4,2.5,2669,5385,"2",0,0,3,9,2669,0,2014,0,"98092",47.3262,-122.165,2669,4645 +"8562790710","20150410T000000",725000,4,3.25,2610,2552,"2",0,0,3,10,2160,450,2008,0,"98027",47.5322,-122.076,2610,2664 +"3425069117","20140828T000000",1.275e+006,6,5.25,6160,27490,"2",0,0,3,11,4040,2120,2007,0,"98074",47.6094,-122.023,4225,9100 +"2895800640","20140917T000000",239800,2,1.75,1290,1493,"2",0,0,3,8,1290,0,2014,0,"98106",47.5171,-122.346,1410,1875 +"3438500253","20140904T000000",616950,5,3.5,3560,5008,"2",0,0,3,8,2810,750,2013,0,"98106",47.5542,-122.359,2910,5026 +"3630200340","20141001T000000",1.258e+006,4,3.25,4360,6000,"2",0,3,3,11,3400,960,2007,0,"98027",47.5408,-121.994,4310,6000 +"2770601769","20140617T000000",435000,3,2.25,1230,1238,"2",0,0,3,8,1080,150,2009,0,"98199",47.6519,-122.384,1230,953 +"2225069036","20140815T000000",925000,4,3.25,3640,60086,"2",0,0,3,10,3640,0,2005,0,"98074",47.6328,-122.016,2900,51721 +"9525600030","20150428T000000",631500,2,2.5,1780,2493,"3",0,0,3,8,1780,0,1981,0,"98107",47.6704,-122.358,2050,4400 +"0993002108","20150330T000000",399995,3,1.5,1140,1069,"3",0,0,3,8,1140,0,2005,0,"98103",47.6907,-122.342,1230,1276 +"0993000327","20140506T000000",369950,3,2,1270,1320,"3",0,0,3,8,1270,0,2006,0,"98103",47.6937,-122.342,1370,1320 +"1523059239","20150423T000000",475000,5,3.5,2780,3583,"2",0,0,3,8,2180,600,2005,0,"98059",47.4879,-122.152,2640,3850 +"7967000270","20141125T000000",353000,4,2.5,1912,5000,"2",0,0,3,8,1912,0,2012,0,"98001",47.3511,-122.275,2020,5000 +"7137800310","20150225T000000",329950,4,2.5,2300,9690,"2",0,0,3,8,2300,0,2006,0,"98023",47.2793,-122.352,1200,9085 +"2211300260","20150313T000000",367000,3,2.5,2828,4050,"2",0,0,3,8,2828,0,2013,0,"98030",47.382,-122.197,2513,4507 +"8956200070","20140905T000000",447500,4,2.5,2425,9017,"2",0,0,3,9,2425,0,2013,0,"98001",47.3003,-122.263,2725,7019 +"1257201420","20140709T000000",595000,4,3.25,3730,4560,"2",0,0,3,9,2760,970,2015,0,"98103",47.6725,-122.33,1800,4560 +"1523300140","20140904T000000",325000,1,1,730,1942,"1",0,0,3,7,730,0,2009,0,"98144",47.5943,-122.299,1020,2044 +"9831200186","20150203T000000",690000,2,2.5,1990,1756,"3",0,0,3,9,1780,210,2005,0,"98102",47.6264,-122.323,1955,1438 +"7660100238","20141111T000000",329950,3,2.5,1300,812,"2",0,0,3,8,880,420,2008,0,"98144",47.5893,-122.317,1300,824 +"5381000477","20150128T000000",399500,4,2.5,2560,7492,"2",0,0,3,8,2560,0,2014,0,"98188",47.4467,-122.287,1260,11541 +"0207700180","20150121T000000",555000,5,2.5,2450,5047,"2",0,0,3,8,2450,0,2007,0,"98011",47.7724,-122.168,2450,4478 +"5288200072","20141001T000000",427000,2,1.5,1440,725,"2",0,0,3,8,1100,340,2011,0,"98126",47.5607,-122.378,1440,4255 +"9524100322","20141020T000000",375000,3,2.25,1140,1557,"3",0,0,3,8,1140,0,2007,0,"98103",47.6947,-122.342,1140,1245 +"1732800184","20140508T000000",499000,2,1.5,1110,957,"2",0,0,3,8,930,180,2005,0,"98119",47.6319,-122.362,1680,1104 +"1425069103","20140718T000000",750000,3,2.5,2620,43832,"2",0,0,3,8,2620,0,2013,0,"98053",47.655,-122.009,2620,120686 +"8165500790","20141229T000000",336900,3,2.5,1690,1200,"2",0,0,3,8,1410,280,2014,0,"98106",47.5388,-122.367,1740,1664 +"7658600081","20140919T000000",555000,2,2.75,1950,1610,"3",0,0,3,8,1950,0,2009,0,"98144",47.5925,-122.302,910,1745 +"1245003268","20141106T000000",1.275e+006,4,3.5,3530,8126,"2",0,0,3,10,3530,0,2007,0,"98033",47.6847,-122.2,2660,8126 +"8010100220","20141014T000000",999950,4,3.5,3310,4684,"2",0,0,3,9,2290,1020,2014,0,"98116",47.579,-122.389,1850,4750 +"7974200452","20140625T000000",975000,5,3,2620,5477,"2",0,0,3,10,2620,0,2009,0,"98115",47.6804,-122.288,1680,5217 +"8943600360","20150219T000000",299000,3,2.25,1350,3582,"2",0,0,3,8,1350,0,2010,0,"98031",47.4214,-122.191,1940,3860 +"3026059361","20150417T000000",479000,2,2.5,1741,1439,"2",0,0,3,8,1446,295,2007,0,"98034",47.7043,-122.209,2090,10454 +"6130500120","20150417T000000",428000,3,2.5,1650,2201,"3",0,0,3,8,1650,0,2007,0,"98133",47.7108,-122.333,1650,1965 +"3575305485","20140829T000000",409000,3,2.5,1890,6500,"2",0,0,3,7,1890,0,2012,0,"98074",47.6225,-122.058,2340,7500 +"0666000142","20150326T000000",798500,3,3,1950,1833,"3",0,0,3,9,1610,340,2009,0,"98004",47.6078,-122.202,2040,2131 +"7853280620","20141212T000000",689000,4,3.5,4490,5805,"2",0,0,3,9,3390,1100,2006,0,"98065",47.5389,-121.86,4410,6299 +"8946390040","20140508T000000",375000,6,2.25,3206,5793,"2",0,0,3,7,3206,0,2012,0,"98032",47.369,-122.287,2527,5804 +"5416300230","20140717T000000",775000,4,3.5,4130,77832,"2",0,2,3,10,4130,0,2011,0,"98042",47.3229,-122.045,4130,87476 +"1604730150","20141014T000000",639983,5,3,2800,5700,"2",0,0,3,8,2800,0,2014,0,"98059",47.4969,-122.145,2910,5349 +"8669180150","20150326T000000",300000,4,3,1984,4419,"2",0,0,3,7,1984,0,2010,0,"98002",47.3514,-122.213,2440,4418 +"1081330180","20141222T000000",627000,4,2.5,2750,11830,"2",0,0,3,9,2750,0,2014,0,"98059",47.4698,-122.121,2310,11830 +"2309710230","20150415T000000",275000,3,2.75,1740,5757,"1",0,0,3,7,1740,0,2010,0,"98022",47.1941,-121.979,2380,5647 +"2895800610","20140926T000000",352800,4,2.25,1800,2752,"2",0,0,3,8,1800,0,2014,0,"98106",47.5167,-122.346,1650,2752 +"3362400092","20150312T000000",565000,3,2.25,1540,1005,"3",0,0,3,8,1540,0,2008,0,"98103",47.6828,-122.346,1510,1501 +"3052700385","20150414T000000",765000,4,2.25,2030,2222,"2",0,0,3,9,1610,420,2015,0,"98117",47.679,-122.375,1420,2222 +"2738640040","20150409T000000",644000,4,2.5,3310,4839,"2",0,0,3,9,3310,0,2007,0,"98072",47.773,-122.161,3240,5280 +"8024200674","20150223T000000",461000,3,1.5,1270,1416,"3",0,0,3,8,1270,0,2007,0,"98115",47.6988,-122.317,1270,1413 +"3353400092","20141223T000000",270500,5,2.5,2406,7093,"2",0,0,3,8,2406,0,2006,0,"98001",47.2615,-122.252,1767,7093 +"6003500749","20140701T000000",640000,2,2.25,1540,965,"3",0,0,3,9,1540,0,2007,0,"98122",47.6181,-122.318,1410,964 +"8956200530","20140805T000000",457000,4,2.5,2820,6983,"2",0,0,3,9,2820,0,2013,0,"98001",47.2958,-122.265,2597,7222 +"0133000271","20141201T000000",355000,5,2.5,2540,5100,"2",0,0,3,7,2540,0,2014,0,"98168",47.5123,-122.316,1400,9440 +"6749700063","20141215T000000",356000,2,2.25,1230,989,"3",0,0,3,8,1230,0,2007,0,"98103",47.6975,-122.348,1230,1223 +"3278613060","20140805T000000",425000,4,2.5,1900,2766,"2",0,0,3,8,1900,0,2014,0,"98106",47.543,-122.368,1900,2604 +"7708200880","20140923T000000",562500,5,2.75,2920,6327,"2",0,0,3,8,2920,0,2007,0,"98059",47.4935,-122.145,2520,5026 +"2767600673","20140701T000000",460000,3,2.5,1450,1053,"2",0,0,3,8,940,510,2008,0,"98107",47.6754,-122.374,1410,1080 +"7299810040","20150406T000000",790000,4,3,5370,69848,"2",0,0,3,10,3500,1870,2005,0,"98042",47.3166,-122.046,4443,94403 +"0993000308","20150318T000000",401000,3,2,1270,1333,"3",0,0,3,8,1270,0,2006,0,"98103",47.6933,-122.342,1330,1333 +"3364900040","20140828T000000",1.095e+006,3,2.5,2550,5100,"2",0,0,3,9,2550,0,2014,0,"98115",47.6757,-122.326,1250,4080 +"9578090180","20150403T000000",850000,4,3,3070,7150,"2",0,0,3,9,3070,0,2007,0,"98052",47.7079,-122.107,3200,6984 +"9542840120","20140702T000000",274500,3,2.25,1450,4050,"2",0,0,3,7,1450,0,2010,0,"98038",47.367,-122.019,1660,3800 +"3860900035","20150415T000000",1.94e+006,5,3.5,4230,16526,"2",0,0,3,10,4230,0,2008,0,"98004",47.5933,-122.199,3000,12362 +"7202300040","20140804T000000",808000,4,2.5,3480,6262,"2",0,0,3,9,3480,0,2003,0,"98053",47.6857,-122.045,3490,6629 +"1773100972","20140515T000000",312000,3,2.25,1490,974,"2",0,0,3,7,1220,270,2009,0,"98106",47.5567,-122.363,1490,1283 +"3626039424","20140616T000000",320000,3,2.25,1200,1400,"3",0,0,3,8,1200,0,2005,0,"98133",47.7046,-122.357,1370,6552 +"3175200220","20150113T000000",410000,3,2.5,2150,4332,"2",0,0,3,8,2150,0,2013,0,"98019",47.7373,-121.969,2140,4332 +"7852120120","20140620T000000",725000,3,3.5,3690,8837,"2",0,0,3,10,3690,0,2001,0,"98065",47.5402,-121.876,3690,9585 +"7813500040","20141015T000000",335000,4,2.5,1900,3301,"2",0,0,3,7,1900,0,2007,0,"98178",47.489,-122.249,1960,3379 +"7242800040","20150120T000000",519990,4,3.25,1690,1321,"2",0,0,3,8,1320,370,2014,0,"98052",47.678,-122.117,3080,4558 +"1442880650","20140610T000000",533112,4,2.75,2790,8853,"2",0,0,3,8,2790,0,2013,0,"98045",47.4842,-121.772,2790,8092 +"3355400242","20141028T000000",274900,3,2,1936,6612,"2",0,0,3,7,1936,0,2014,0,"98001",47.2602,-122.246,1620,21600 +"8562780540","20141222T000000",325000,2,2.25,1150,711,"2",0,0,3,7,1150,0,2013,0,"98027",47.5323,-122.07,1150,748 +"0923049203","20140529T000000",350000,4,2.5,2040,22653,"2",0,0,3,7,2040,0,2011,0,"98168",47.4991,-122.299,2020,20502 +"3578600141","20140923T000000",550000,4,2.5,2470,7539,"2",0,0,3,9,2470,0,2006,0,"98028",47.7407,-122.226,2580,7539 +"0053500450","20150309T000000",311850,4,2.5,1890,4158,"2",0,0,3,8,1890,0,2014,0,"98042",47.343,-122.056,2720,4549 +"1934800180","20150210T000000",526000,3,2.5,1626,1583,"2.5",0,0,3,8,1419,207,2007,0,"98122",47.6031,-122.309,1400,1583 +"3023000210","20141001T000000",375000,4,2.5,2250,5306,"2",0,0,3,8,2250,0,2012,0,"98038",47.356,-122.057,2250,5306 +"1773100967","20150223T000000",299999,3,2.25,1350,1234,"2",0,0,3,7,1160,190,2007,0,"98106",47.5565,-122.363,1420,1234 +"2767704777","20140919T000000",436000,3,2.5,1460,1238,"2",0,0,3,8,1200,260,2008,0,"98107",47.6719,-122.374,1280,1257 +"1085621960","20141212T000000",303000,3,2.5,2056,3564,"2",0,0,3,7,2056,0,2014,0,"98092",47.338,-122.181,2056,3577 +"2771602174","20140701T000000",525000,2,2.5,1160,1458,"2",0,0,3,8,1040,120,2012,0,"98119",47.6384,-122.373,1650,2311 +"6762700452","20140613T000000",575000,3,3,1384,1287,"2",0,0,3,8,1144,240,2006,0,"98102",47.6295,-122.32,1570,1288 +"5695000142","20141024T000000",420000,2,1.5,1100,1107,"3",0,0,3,8,1100,0,2008,0,"98103",47.6584,-122.35,1110,2750 +"9578140180","20140611T000000",329950,3,2.5,2456,7566,"2",0,0,3,8,2456,0,2012,0,"98023",47.297,-122.351,2478,7212 +"2124069115","20141021T000000",1.83e+006,4,4.25,4500,215186,"2",0,3,3,11,2630,1870,2009,0,"98029",47.559,-122.045,3030,25447 +"3864000120","20150408T000000",1.175e+006,4,3.25,3780,10099,"1",0,1,3,11,2240,1540,2006,0,"98006",47.5508,-122.192,3120,10669 +"2768200212","20140911T000000",499950,2,2.5,1320,1157,"2",0,0,3,8,990,330,2014,0,"98107",47.6689,-122.363,1550,1519 +"7852070210","20140527T000000",1.149e+006,4,3,5940,11533,"2",0,4,3,11,4950,990,2004,0,"98065",47.5443,-121.87,4240,12813 +"7853361210","20150218T000000",400000,3,2,1650,5027,"1.5",0,0,3,7,1650,0,2009,0,"98065",47.515,-121.874,2430,6000 +"8141310040","20140627T000000",246950,3,3,1670,4440,"1",0,0,3,7,1670,0,2014,0,"98022",47.1948,-121.975,1670,4622 +"6852700097","20140806T000000",630000,3,3.25,1610,1275,"2",0,0,3,8,1220,390,2005,0,"98102",47.6236,-122.318,1750,3000 +"7708210040","20140912T000000",561000,5,2.75,3370,10315,"2",0,0,3,9,3370,0,2006,0,"98059",47.4893,-122.146,3010,8296 +"0053500760","20141208T000000",287000,4,2.5,2660,4082,"2",0,0,3,7,2660,0,2010,0,"98042",47.3414,-122.055,2390,4876 +"3528900771","20150331T000000",600000,3,3.25,1690,1473,"2",0,0,3,8,1380,310,2008,0,"98109",47.6397,-122.345,1670,2594 +"9126100813","20140828T000000",490000,3,2.25,1620,1062,"3",0,0,3,8,1620,0,2014,0,"98122",47.6051,-122.304,1560,1728 +"3679400503","20150330T000000",330000,3,1.75,1300,958,"2",0,0,3,7,840,460,2011,0,"98108",47.5677,-122.314,1340,1254 +"1760650210","20141201T000000",286950,4,2.5,1610,4052,"2",0,0,3,7,1610,0,2013,0,"98042",47.3603,-122.081,2110,4034 +"2652501565","20150423T000000",1.55e+006,3,3.25,3530,4920,"2",0,0,3,9,2660,870,2015,0,"98109",47.641,-122.357,1900,4200 +"1237500577","20150212T000000",880000,4,2.5,3550,8618,"2",0,0,3,10,3550,0,2007,0,"98052",47.6776,-122.161,1310,9746 +"6382500084","20141013T000000",577450,3,3,1730,1755,"3",0,0,3,8,1730,0,2014,0,"98117",47.6944,-122.377,1830,1804 +"3023000410","20150430T000000",405000,5,2.75,2400,4900,"2",0,0,3,8,2400,0,2011,0,"98038",47.355,-122.057,2110,5696 +"2767601752","20140707T000000",510000,3,2.5,1420,1237,"3",0,0,3,8,1420,0,2014,0,"98107",47.674,-122.387,1510,2501 +"2771604196","20140812T000000",465000,2,1.5,1220,1120,"2.5",0,0,3,8,1110,110,2008,0,"98199",47.6374,-122.388,2010,3175 +"1778500620","20140707T000000",1.3e+006,4,2.25,2360,4000,"2",0,0,3,9,2360,0,2013,0,"98112",47.6198,-122.289,3040,4400 +"1823059241","20150408T000000",609000,4,3.5,3990,11270,"2",0,3,3,9,2930,1060,2007,0,"98055",47.488,-122.225,1980,11328 +"9267200062","20140911T000000",336000,3,2.5,1260,1211,"3",0,0,3,8,1260,0,2004,0,"98103",47.6969,-122.343,1270,1211 +"3278606110","20150108T000000",375000,3,2.5,1580,2407,"2",0,0,3,8,1580,0,2013,0,"98126",47.5455,-122.368,1580,2212 +"1657530180","20141204T000000",294500,3,2.5,1760,2688,"2",0,0,3,7,1760,0,2005,0,"98059",47.4903,-122.166,1760,2329 +"2754700035","20141125T000000",925000,5,3.5,3420,4216,"2",0,0,3,9,2520,900,2008,0,"98115",47.6799,-122.304,1420,4500 +"2568200120","20141215T000000",730000,5,2.75,2870,6593,"2",0,0,3,9,2870,0,2006,0,"98052",47.7075,-122.102,3150,6593 +"6601200040","20140919T000000",280000,4,2.5,1934,5677,"2",0,0,3,8,1934,0,2013,0,"98001",47.2602,-122.252,1919,5049 +"2767601750","20140815T000000",500000,3,1.5,1220,962,"3",0,0,3,8,1220,0,2014,0,"98107",47.674,-122.387,1510,2501 +"7853350220","20150324T000000",605000,3,2.75,2450,5750,"2",0,0,3,9,2450,0,2013,0,"98065",47.5439,-121.862,3200,8036 +"6163900628","20140516T000000",379950,3,3.25,1860,1787,"3",0,0,3,8,1860,0,2007,0,"98155",47.7563,-122.316,1830,1787 +"1689401526","20150323T000000",605000,3,2.5,1500,1119,"3",0,2,3,7,1110,390,2008,0,"98109",47.6327,-122.346,1500,1057 +"8725950360","20150501T000000",720000,2,1.75,1570,1108,"3",0,0,3,9,1570,0,2007,0,"98004",47.6215,-122.2,1940,1160 +"9826700697","20141103T000000",549900,3,2,1280,960,"2",0,0,3,9,1040,240,2014,0,"98122",47.602,-122.311,1280,1173 +"9578500180","20150121T000000",427000,3,2.5,3192,5653,"2",0,0,3,8,3192,0,2014,0,"98023",47.2956,-122.35,3000,5134 +"9826700707","20141028T000000",492000,3,2.5,1690,1479,"3",0,0,3,8,1420,270,2005,0,"98122",47.6022,-122.311,1280,1253 +"8138870530","20140505T000000",419190,2,2.5,1590,1426,"2",0,0,3,8,1590,0,2014,0,"98029",47.5441,-122.013,1590,1426 +"4188300180","20141112T000000",650000,3,2.5,2870,7288,"2",0,0,3,9,2870,0,2012,0,"98011",47.7745,-122.225,2870,5998 +"5416510530","20141124T000000",379950,4,2.5,2580,4818,"2",0,0,3,8,2580,0,2005,0,"98038",47.3607,-122.038,2570,5386 +"4181200540","20140728T000000",269800,4,2.75,1830,3420,"2",0,0,3,8,1830,0,2012,0,"98198",47.366,-122.308,1813,3420 +"2222059154","20140813T000000",407000,4,2.5,2927,6000,"2",0,0,3,7,2927,0,2011,0,"98042",47.3737,-122.16,2533,6000 +"8032700072","20150415T000000",580000,3,1.5,1320,1250,"3",0,0,3,8,1320,0,2008,0,"98103",47.6536,-122.341,1560,1694 +"7203140220","20150116T000000",389700,3,2.5,1720,3581,"2",0,0,3,7,1720,0,2011,0,"98053",47.6861,-122.013,1720,3600 +"1278000210","20150311T000000",110000,2,1,828,4524,"1",0,0,3,6,828,0,1968,2007,"98001",47.2655,-122.244,828,5402 +"6058600220","20140731T000000",230000,3,1.5,1040,1264,"2",0,0,3,9,900,140,2015,0,"98144",47.5951,-122.301,1350,3000 +"1442880610","20140829T000000",533380,4,2.75,2790,6685,"2",0,0,3,8,2790,0,2014,0,"98045",47.4838,-121.773,2790,6444 +"3679400484","20140918T000000",295500,3,2.5,1410,1332,"2",0,0,3,7,960,450,2014,0,"98108",47.5683,-122.314,1410,1343 +"3825310180","20141007T000000",860000,4,4.5,4040,8400,"2",0,0,3,9,3220,820,2006,0,"98052",47.7067,-122.131,3940,8400 +"3630220180","20140708T000000",812000,4,3.5,3370,3634,"2",0,0,3,9,2750,620,2007,0,"98029",47.5519,-122.001,3200,3650 +"3336500180","20140605T000000",324500,3,2.5,1660,3990,"2",0,0,3,7,1660,0,2009,0,"98118",47.5298,-122.268,1670,4050 +"2781270530","20150326T000000",193000,2,1.75,910,2550,"1",0,0,3,6,910,0,2004,0,"98038",47.3494,-122.022,1310,2550 +"0993001563","20140522T000000",355000,3,2.25,1280,959,"3",0,0,3,8,1280,0,2005,0,"98103",47.6914,-122.343,1130,1126 +"9578060540","20140614T000000",525000,4,2.75,2360,4924,"2",0,0,3,8,2360,0,2008,0,"98028",47.7737,-122.235,2360,4670 +"2222059052","20150227T000000",370950,3,2.5,2529,9653,"2",0,0,3,7,2529,0,2012,0,"98042",47.3738,-122.161,2533,6125 +"1239400650","20141107T000000",1.242e+006,4,3.5,4700,10183,"1",0,2,3,11,2660,2040,2002,0,"98033",47.6728,-122.189,3770,9000 +"8835800450","20150504T000000",950000,3,2.5,2780,275033,"1",0,0,3,10,2780,0,2006,0,"98045",47.4496,-121.766,1680,16340 +"0293070120","20140918T000000",888990,4,2.75,3540,5500,"2",0,0,3,9,3540,0,2014,0,"98074",47.6181,-122.056,3540,5500 +"1176001117","20150319T000000",705000,3,2.5,1580,1321,"2",0,2,3,8,1080,500,2014,0,"98107",47.6688,-122.402,1530,1357 +"7889601165","20140826T000000",268000,3,2.5,1700,2250,"2",0,0,3,7,1700,0,2014,0,"98168",47.4914,-122.334,1520,4500 +"7227801581","20140507T000000",305450,3,2.5,1600,3573,"2",0,0,3,7,1600,0,2013,0,"98056",47.507,-122.181,1500,11089 +"9895000040","20140703T000000",399900,2,1.75,1410,1005,"1.5",0,0,3,9,900,510,2011,0,"98027",47.5446,-122.018,1440,1188 +"9528102993","20141229T000000",495000,3,1.5,1580,1228,"3",0,0,3,8,1580,0,2014,0,"98115",47.6765,-122.32,1580,3605 +"3746700120","20141104T000000",857326,3,3.5,3940,11632,"2",0,0,3,10,3940,0,2014,0,"98166",47.438,-122.344,2015,11632 +"0745530040","20140911T000000",845950,5,2.75,4450,9600,"2",0,0,3,9,3650,800,2014,0,"98011",47.7336,-122.21,4000,9750 +"7299600180","20140610T000000",303210,4,2.5,2009,5000,"2",0,0,3,8,2009,0,2014,0,"98092",47.2577,-122.198,2009,5182 +"2149800278","20141015T000000",343000,6,5,2732,7655,"2",0,0,3,7,2732,0,2009,0,"98002",47.3045,-122.211,3078,69993 +"2517000650","20140716T000000",300000,3,2.5,2090,4590,"2",0,0,3,7,2090,0,2005,0,"98042",47.3992,-122.163,2190,4060 +"6021503708","20141122T000000",334900,2,2.5,980,1013,"3",0,0,3,8,980,0,2008,0,"98117",47.6844,-122.387,980,1023 +"8559300120","20150416T000000",477500,5,3.5,2815,5619,"2",0,0,3,9,2815,0,2012,0,"98055",47.4299,-122.207,2583,5295 +"3305100230","20140618T000000",820000,4,2.5,3170,8523,"2",0,0,3,9,3170,0,2008,0,"98033",47.6854,-122.184,3230,8523 +"2135200155","20140805T000000",580000,5,3.25,3030,7410,"2",0,0,3,8,2150,880,2014,0,"98106",47.553,-122.354,2020,7410 +"2919700109","20140722T000000",350000,2,2.5,1280,940,"2",0,0,3,8,1060,220,2006,0,"98103",47.6904,-122.364,1290,2900 +"8725950220","20150226T000000",910000,3,2.5,2030,1160,"3",0,0,3,9,1970,60,2007,0,"98004",47.6213,-122.2,1950,1160 +"1776230220","20140626T000000",414000,3,2.5,2490,4540,"2.5",0,0,3,8,2490,0,2012,0,"98059",47.5051,-122.155,2640,3844 +"9211010230","20150330T000000",525000,3,2.5,3030,4500,"2",0,0,3,8,3030,0,2009,0,"98059",47.4944,-122.15,3030,4501 +"1972201772","20150409T000000",650000,2,2.5,1470,690,"3",0,3,3,8,1470,0,2008,0,"98103",47.6523,-122.346,1480,1284 +"9268851320","20141210T000000",450000,3,2.25,1620,997,"2.5",0,0,3,8,1540,80,2012,0,"98027",47.5394,-122.027,1620,1068 +"1424059154","20140516T000000",1.27e+006,4,3,5520,8313,"2",0,3,3,9,3570,1950,2008,0,"98006",47.5655,-122.129,3770,8278 +"0626059365","20150412T000000",699000,3,3.5,3200,10344,"2",0,0,3,10,3200,0,2007,0,"98011",47.7636,-122.216,2550,20152 +"3885802136","20140723T000000",899000,4,2.5,2580,3943,"2",0,0,3,8,2580,0,2013,0,"98033",47.6853,-122.21,1700,5772 +"7967000150","20140808T000000",353500,4,3,2050,4000,"2",0,0,3,8,2050,0,2014,0,"98001",47.3523,-122.275,2050,4000 +"7853360720","20140908T000000",485000,3,2.5,2430,5867,"2",0,0,3,7,2430,0,2011,0,"98065",47.5162,-121.872,2620,5866 +"8562790150","20140626T000000",782900,4,3.25,3060,3898,"2",0,0,3,10,2300,760,2014,0,"98027",47.5311,-122.073,2920,3448 +"1226039124","20150428T000000",529000,2,2,1540,9714,"2",0,0,3,8,1540,0,2008,0,"98177",47.7628,-122.359,1840,8179 +"2767704251","20150416T000000",514700,3,3.25,1310,1072,"2",0,0,3,8,1060,250,2008,0,"98107",47.6744,-122.374,1160,1266 +"3862710210","20140520T000000",409316,3,2.5,1800,3168,"2",0,0,3,8,1800,0,2014,0,"98065",47.5342,-121.841,1800,3393 +"0255460330","20150506T000000",388598,3,2.5,2370,4200,"2",0,0,3,8,2370,0,2014,0,"98038",47.3699,-122.019,2370,4370 +"0291310610","20150227T000000",415000,3,2.25,1445,1512,"2",0,0,3,7,1300,145,2004,0,"98027",47.5341,-122.069,1445,1082 +"9126101121","20150407T000000",521500,3,2.25,1450,1619,"2",0,0,3,8,1140,310,2006,0,"98122",47.6076,-122.304,1580,3472 +"9274200322","20140820T000000",580000,3,2.5,1740,1236,"3",0,2,3,8,1740,0,2008,0,"98116",47.5891,-122.387,1740,1280 +"6666830230","20140630T000000",882566,4,2.5,3560,5265,"3",0,0,3,8,3560,0,2014,0,"98052",47.7047,-122.113,3220,4892 +"1604601803","20150408T000000",525000,3,2.75,2130,1400,"2",0,0,3,9,1080,1050,2010,0,"98118",47.5661,-122.29,1880,3132 +"7702080150","20141201T000000",515000,5,2.75,2980,4502,"2",0,0,3,9,2980,0,2007,0,"98028",47.7698,-122.235,2850,4501 +"7853400220","20140926T000000",589410,3,3,2840,7201,"2",0,0,3,9,2840,0,2014,0,"98065",47.5165,-121.883,2540,5260 +"3895100039","20150324T000000",757500,4,2.5,3420,6845,"2",0,0,3,9,3420,0,2009,0,"98052",47.6777,-122.156,2800,5715 +"7697000150","20141002T000000",284000,3,2.5,1660,4083,"2",0,0,3,7,1660,0,2013,0,"98038",47.3595,-122.045,1800,4087 +"8562780530","20150328T000000",338500,2,2.25,1150,711,"2",0,0,3,7,1150,0,2013,0,"98027",47.5323,-122.071,1150,748 +"0291310180","20140613T000000",379500,3,2.25,1410,1287,"2",0,0,3,7,1290,120,2005,0,"98027",47.5344,-122.068,1490,1435 +"1972205633","20140723T000000",550000,3,2,1420,1369,"2.5",0,0,3,9,1340,80,2007,0,"98109",47.6472,-122.357,1540,2168 +"3023000120","20140902T000000",294900,3,2.5,1860,5025,"2",0,0,3,8,1860,0,2010,0,"98038",47.3557,-122.059,2000,5550 +"7548301056","20140609T000000",345000,2,1.5,1340,1210,"2",0,0,3,8,1120,220,2008,0,"98144",47.588,-122.305,1340,1213 +"9826701201","20150209T000000",450000,2,1.5,1530,1012,"2",0,0,3,8,1200,330,2005,0,"98122",47.602,-122.306,1530,1425 +"6300500476","20150415T000000",420000,3,2.5,1509,1114,"3",0,0,3,8,1509,0,2014,0,"98133",47.7049,-122.34,1509,2431 +"2597490410","20150402T000000",740000,3,2.5,2350,3798,"2",0,0,3,8,2350,0,2013,0,"98029",47.543,-122.01,2020,3532 +"3448001411","20150220T000000",286000,2,1.5,1010,825,"3",0,0,3,7,1010,0,2007,0,"98125",47.7124,-122.301,1128,1080 +"0745530180","20150317T000000",870000,5,3.5,4495,10079,"2",0,0,3,9,3580,915,2013,0,"98011",47.7339,-122.209,4495,10079 +"3879900753","20141114T000000",727000,3,2.5,1580,991,"3",0,0,3,9,1580,0,2009,0,"98119",47.6276,-122.359,1610,1297 +"2781230230","20150204T000000",395000,4,3,2750,7965,"2",0,0,3,9,2750,0,2012,0,"98038",47.3479,-122.028,2750,6000 +"3629990180","20140805T000000",535000,4,2.25,1890,3615,"2",0,0,3,7,1890,0,2005,0,"98029",47.5493,-121.999,1630,3280 +"9352900222","20141229T000000",255000,3,2.25,1320,963,"2",0,0,3,7,1040,280,2007,0,"98106",47.5199,-122.357,1300,1285 +"7338220120","20141015T000000",260000,4,2.5,2150,3721,"2",0,0,3,8,2150,0,2006,0,"98002",47.3363,-122.217,2150,3721 +"0325059287","20140910T000000",810000,4,2.5,3340,8384,"2",0,0,3,9,3340,0,2014,0,"98052",47.6761,-122.152,1560,9429 +"7203140360","20141201T000000",359782,3,2.5,1850,3400,"2",0,0,3,7,1850,0,2010,0,"98053",47.6871,-122.014,1850,3400 +"6056110150","20150320T000000",500000,2,2.5,1950,2162,"2",0,0,3,9,1500,450,2012,0,"98118",47.5622,-122.292,1800,2457 +"7203230040","20141027T000000",1.04999e+006,5,3.25,4240,9588,"2",0,0,3,9,4240,0,2014,0,"98053",47.6901,-122.018,4080,8425 +"8121100155","20150225T000000",810000,4,3.5,2700,2868,"2",0,0,3,11,1920,780,2006,0,"98118",47.5685,-122.286,1430,3858 +"7853370620","20150206T000000",605000,5,4,3040,6000,"2",0,0,3,8,2280,760,2011,0,"98065",47.5189,-121.876,3070,5558 +"6400700264","20150317T000000",730000,4,2.5,2460,7930,"2",0,0,3,8,2460,0,2005,0,"98033",47.6684,-122.175,1850,9000 +"1760650880","20150317T000000",327000,4,2.5,2110,3825,"2",0,0,3,7,2110,0,2013,0,"98042",47.359,-122.082,1950,3825 +"0567000382","20141110T000000",370000,2,1,780,1133,"2",0,0,3,7,780,0,2009,0,"98144",47.5924,-122.295,1130,1270 +"7852100150","20140625T000000",459000,5,3.5,2640,6895,"2",0,0,3,7,2640,0,2001,0,"98065",47.5298,-121.879,2640,5267 +"6447300365","20141113T000000",2.9e+006,5,4,5190,14600,"2",0,1,3,11,5190,0,2013,0,"98039",47.6102,-122.225,3840,19250 +"2622059197","20141210T000000",365000,4,2.5,2420,8404,"2",0,0,3,8,2420,0,2013,0,"98042",47.372,-122.13,2440,4822 +"1389600040","20141226T000000",255000,4,2.5,1987,6000,"2",0,0,3,7,1987,0,2011,0,"98001",47.2679,-122.255,1880,9589 +"9276200220","20140717T000000",375000,1,1,720,3166,"1",0,0,3,6,720,0,1920,0,"98116",47.5811,-122.389,1140,6250 +"7904700032","20141002T000000",375000,2,1.5,1130,912,"2",0,0,3,8,1000,130,2006,0,"98116",47.5638,-122.388,1500,1474 +"3744000040","20140722T000000",518380,4,2.5,2810,4500,"2",0,0,3,9,2810,0,2014,0,"98038",47.3552,-122.023,2980,5046 +"1773100604","20140721T000000",346000,3,3.25,1500,1442,"2",0,0,3,8,1150,350,2007,0,"98106",47.5592,-122.362,1500,1533 +"9268850360","20150223T000000",302059,4,2,1390,745,"3",0,0,3,7,1390,0,2008,0,"98027",47.5393,-122.026,1390,942 +"7853420450","20140519T000000",575000,4,2.5,2500,4945,"2",0,0,3,9,2500,0,2013,0,"98065",47.5185,-121.885,2760,6000 +"8956200770","20140723T000000",549950,4,3.5,3906,9674,"2",0,2,3,9,3906,0,2014,0,"98001",47.2931,-122.264,2673,6500 +"2424059170","20150219T000000",900000,5,6,7120,40806,"2",0,4,3,12,5480,1640,2007,0,"98006",47.5451,-122.114,3440,36859 +"1934800133","20140711T000000",397500,3,2.5,1470,1256,"2",0,0,3,8,930,540,2006,0,"98122",47.6033,-122.309,1510,1797 +"5556300109","20141121T000000",1.075e+006,5,3.5,3230,7560,"2",0,0,3,10,3230,0,2007,0,"98052",47.6467,-122.118,3230,8580 +"2326600150","20150422T000000",775900,3,2.5,2700,5764,"2",0,0,3,9,2700,0,2014,0,"98075",47.5618,-122.027,3270,14700 +"3751600409","20150508T000000",510000,4,2.5,4073,17334,"2",0,0,3,8,4073,0,2008,0,"98001",47.2949,-122.27,1780,9625 +"3814900210","20140829T000000",471275,4,2.5,3361,5038,"2",0,0,3,9,3361,0,2014,0,"98092",47.3269,-122.165,2316,4105 +"9542840730","20140911T000000",288000,4,2.25,1610,3560,"2",0,0,3,7,1610,0,2010,0,"98038",47.3669,-122.02,1760,3692 +"2937300540","20141016T000000",989990,4,3.5,3830,7150,"2",0,0,3,9,3830,0,2014,0,"98052",47.7049,-122.126,3640,6055 +"7549800543","20140612T000000",300000,3,3.25,1470,1235,"2",0,0,3,7,1180,290,2008,0,"98108",47.5537,-122.313,1470,1243 +"4058800439","20140623T000000",664950,5,3,3190,7081,"1",0,2,3,9,1890,1300,2013,0,"98178",47.509,-122.24,2270,7623 +"7853430180","20140716T000000",699188,4,3.25,3250,5478,"2",0,0,3,9,3250,0,2014,0,"98065",47.5178,-121.887,3250,5482 +"0982850120","20150303T000000",390000,3,2.25,1490,4539,"2",0,0,3,7,1490,0,2009,0,"98028",47.7607,-122.233,1750,4667 +"9476010120","20150321T000000",670000,5,2.75,2900,5155,"2",0,0,3,8,2900,0,2008,0,"98075",47.5977,-122.008,2900,6176 +"0005200087","20140709T000000",487000,4,2.5,2540,5001,"2",0,0,3,9,2540,0,2005,0,"98108",47.5423,-122.302,2360,6834 +"7308600040","20140723T000000",769995,5,2.75,3360,12080,"2",0,0,3,9,3360,0,2014,0,"98011",47.7757,-122.173,3360,9724 +"1498301048","20140508T000000",321950,2,1.25,860,1277,"2",0,0,3,7,860,0,2007,0,"98144",47.5842,-122.314,1280,1265 +"2738630040","20150427T000000",613500,4,2.5,3020,6068,"2",0,0,3,9,3020,0,2006,0,"98072",47.773,-122.16,3240,5757 +"6300500081","20140806T000000",300000,3,2.5,1330,1200,"3",0,0,3,7,1330,0,2002,0,"98133",47.7034,-122.344,1330,1206 +"3845100620","20141125T000000",400950,4,2.5,2578,4554,"2",0,0,3,9,2578,0,2014,0,"98092",47.2603,-122.194,2647,4554 +"0255450040","20140918T000000",389517,4,2.5,2640,4725,"2",0,0,3,8,2640,0,2014,0,"98038",47.371,-122.017,2370,4725 +"0880000211","20140821T000000",255000,3,1.75,1260,1133,"2",0,0,3,7,810,450,2011,0,"98106",47.5261,-122.361,1260,1172 +"2163900081","20150220T000000",1.08e+006,3,2.5,1990,1891,"3",0,0,3,9,1990,0,2012,0,"98102",47.6271,-122.324,1990,3600 +"7853370440","20141121T000000",637850,5,3.25,3340,4900,"2",0,2,3,9,2500,840,2014,0,"98065",47.5193,-121.877,3220,5200 +"3448900290","20140828T000000",636230,4,2.5,2840,6284,"2",0,0,3,9,2840,0,2013,0,"98056",47.5135,-122.169,2790,7168 +"0263000006","20141216T000000",375000,3,2.5,1530,1131,"3",0,0,3,8,1530,0,2009,0,"98103",47.6993,-122.346,1530,1445 +"1972200882","20140604T000000",586500,3,2.5,1780,1487,"3",0,0,3,8,1600,180,2006,0,"98107",47.6539,-122.351,1780,1300 +"7853270630","20150120T000000",544000,4,2.5,2340,6973,"2",0,0,3,8,1930,410,2005,0,"98065",47.5451,-121.882,2950,6908 +"7852130430","20140806T000000",425000,4,2.5,2390,5021,"2",0,0,3,7,2390,0,2002,0,"98065",47.5353,-121.879,2520,5333 +"7383450250","20150311T000000",374950,4,2.5,2090,3777,"2",0,0,3,8,2090,0,2012,0,"98038",47.3595,-122.042,2160,3993 +"3449000010","20150312T000000",294570,3,1,1140,8400,"1",0,0,4,7,1140,0,1960,0,"98059",47.5022,-122.144,1400,9000 +"2690100170","20141013T000000",300000,3,2.5,1960,1477,"2",0,0,3,7,1670,290,2012,0,"98059",47.4873,-122.166,1980,1467 +"9578500920","20140910T000000",395950,5,3.5,2738,6031,"2",0,0,3,8,2738,0,2014,0,"98023",47.2962,-122.35,2738,5201 +"8562900430","20140718T000000",800000,4,2.5,3691,11088,"2",0,1,3,8,3691,0,2013,0,"98074",47.6122,-122.059,3190,11270 +"1442880380","20140730T000000",439990,3,2.5,2340,5171,"2",0,0,3,8,2340,0,2013,0,"98045",47.4832,-121.772,2790,5684 +"3204930170","20141106T000000",680000,4,3.5,2510,3763,"2",0,0,3,8,1990,520,2013,0,"98052",47.7002,-122.103,2560,3820 +"4449800480","20150318T000000",677790,6,3,2800,4213,"2",0,0,3,8,2800,0,1998,0,"98117",47.6892,-122.389,1440,3960 +"3862710010","20150501T000000",424950,3,2.5,1650,4777,"2",0,0,3,8,1650,0,2013,0,"98065",47.5336,-121.841,1800,3331 +"0301402280","20150331T000000",223990,2,2.25,1061,2884,"2",0,0,3,7,1061,0,2013,0,"98002",47.346,-122.218,1481,2887 +"2867300170","20150513T000000",498000,4,2.5,3402,14355,"2",0,0,3,10,2846,556,2014,0,"98023",47.3009,-122.385,3402,8487 +"5635100080","20141031T000000",359950,4,2.5,2542,6120,"2",0,0,3,8,2542,0,2014,0,"98030",47.3751,-122.188,2419,8984 +"1624079024","20140515T000000",720000,3,2.5,3150,151588,"2",0,0,3,9,3150,0,2007,0,"98024",47.572,-121.926,2410,208652 +"9211010840","20141112T000000",530000,4,2.5,3010,9000,"2",0,0,3,8,3010,0,2008,0,"98059",47.4987,-122.147,3250,5531 +"7697000020","20141007T000000",295000,3,2.5,1660,4898,"2",0,0,3,7,1660,0,2011,0,"98038",47.3588,-122.044,1810,4462 +"3832050130","20141021T000000",255500,3,2.5,1770,5000,"2",0,0,3,7,1770,0,2009,0,"98042",47.3358,-122.051,2230,5200 +"3630240020","20140521T000000",556000,3,3,1960,1168,"2",0,0,3,9,1600,360,2007,0,"98027",47.5445,-122.014,2080,1423 +"1389600080","20140710T000000",277950,4,2.5,1889,6000,"2",0,0,3,7,1889,0,2012,0,"98001",47.2676,-122.256,1990,6350 +"2781230080","20150408T000000",431000,4,2.5,3040,6000,"2",0,0,3,9,3040,0,2007,0,"98038",47.3473,-122.03,2640,6000 +"7203100660","20141117T000000",780000,4,2.75,3420,6787,"2",0,0,3,9,3420,0,2010,0,"98053",47.6962,-122.023,3450,6137 +"1806900502","20141014T000000",649000,3,3.25,1720,936,"2",0,0,3,8,1030,690,2004,0,"98112",47.6201,-122.309,1720,1527 +"3022800010","20140714T000000",447000,3,2.5,1740,3043,"2",0,0,3,7,1740,0,2012,0,"98011",47.744,-122.181,1920,2869 +"6666830250","20140505T000000",712198,4,2.5,2450,4247,"2",0,0,3,8,2450,0,2013,0,"98052",47.7048,-122.113,2970,4685 +"7242800020","20140815T000000",277140,3,1.5,1190,785,"2",0,0,3,8,920,270,2014,0,"98052",47.6781,-122.117,2820,5626 +"2867300190","20140528T000000",363000,4,2.5,3753,7204,"2",0,0,3,10,3336,417,2008,0,"98023",47.3011,-122.385,3494,9375 +"8564860130","20150202T000000",598992,5,3.5,3440,6037,"2",0,0,3,9,3440,0,2014,0,"98045",47.4765,-121.734,3270,6037 +"2770603522","20141211T000000",585000,3,2.5,2160,1250,"3",0,0,3,8,1830,330,2010,0,"98119",47.6515,-122.375,1870,2825 +"9544200422","20140731T000000",1.27495e+006,4,2.75,3820,8850,"2",0,0,3,10,3820,0,2014,0,"98033",47.6506,-122.195,2330,12000 +"4253400104","20150212T000000",380950,2,2,1120,1039,"2",0,0,3,7,840,280,2007,0,"98144",47.5788,-122.315,1130,5400 +"1085622890","20140708T000000",333490,4,2.5,2250,3916,"2",0,0,3,8,2250,0,2014,0,"98003",47.3413,-122.18,2156,3920 +"9268851630","20140604T000000",520000,3,3.25,1540,1487,"2",0,0,3,8,1540,0,2011,0,"98027",47.5397,-122.027,1620,1104 +"8562780190","20141007T000000",315000,2,2.25,1240,705,"2",0,0,3,7,1150,90,2009,0,"98027",47.5321,-122.073,1240,750 +"2767600686","20150331T000000",487000,2,1.5,1160,1118,"2",0,0,3,8,1020,140,2007,0,"98117",47.6754,-122.375,1210,1118 +"7207900080","20140808T000000",424950,5,3.5,2760,3865,"2.5",0,0,3,8,2760,0,2013,0,"98056",47.5049,-122.17,2590,4587 +"2770601457","20150210T000000",542300,3,2.25,1580,1487,"3",0,0,3,9,1580,0,2013,0,"98199",47.6514,-122.386,1600,1525 +"1773100920","20141211T000000",320000,3,3.25,1480,1192,"2",0,0,3,8,1180,300,2013,0,"98106",47.5556,-122.363,1330,1094 +"1024069027","20140723T000000",1.13999e+006,4,3.25,3740,11467,"2",0,0,3,10,3740,0,2014,0,"98029",47.581,-122.022,2510,27520 +"7853361310","20141215T000000",425000,4,2.5,1950,5000,"2",0,0,3,8,1950,0,2012,0,"98065",47.515,-121.872,2710,5000 +"6824100029","20141031T000000",474950,3,3,1530,1568,"3",0,0,3,8,1530,0,2012,0,"98117",47.6998,-122.367,1460,1224 +"0255450250","20140804T000000",307635,3,2.5,1820,4200,"2",0,0,3,8,1820,0,2014,0,"98038",47.3693,-122.017,2370,4200 +"2428100130","20141210T000000",834538,3,2.5,2760,6187,"2",0,0,3,10,2760,0,2014,0,"98075",47.5821,-122.047,2760,6600 +"1042700050","20140723T000000",769995,5,2.75,3010,5398,"2",0,0,3,9,3010,0,2014,0,"98074",47.6067,-122.053,3360,5407 +"7853280250","20150424T000000",820875,5,3.25,3860,9387,"2",0,2,3,9,3860,0,2006,0,"98065",47.538,-121.858,3860,8979 +"7853410170","20150316T000000",595500,4,2.5,2490,6537,"2",0,0,3,8,2490,0,2013,0,"98065",47.5185,-121.884,2520,5848 +"2708450020","20140912T000000",450000,4,2.5,3236,9608,"2",0,0,3,10,3236,0,2005,0,"98030",47.3838,-122.195,3236,9660 +"7852140170","20150421T000000",695000,4,2.5,2830,14538,"2",0,0,3,8,2830,0,2003,0,"98065",47.5405,-121.882,2270,6939 +"1459920010","20150323T000000",300000,3,2,1451,7159,"1",0,0,3,7,1451,0,2010,0,"98042",47.3754,-122.163,2303,6126 +"3438500250","20140623T000000",515000,5,3.25,2910,5027,"2",0,0,3,8,2040,870,2013,0,"98106",47.5543,-122.359,2910,5027 +"1890000169","20140903T000000",545000,3,2.5,1280,1845,"3",0,0,3,8,1280,0,2009,0,"98105",47.662,-122.324,1450,1889 +"1250200414","20150218T000000",365000,3,2.25,1110,979,"2",0,0,3,7,960,150,2008,0,"98144",47.5999,-122.3,1170,1400 +"2564900470","20140714T000000",718500,4,2.75,2840,8800,"2",0,0,3,9,2840,0,2008,0,"98033",47.7029,-122.171,1840,7700 +"2895800780","20150401T000000",279800,3,1.75,1410,2052,"2",0,0,3,8,1410,0,2014,0,"98106",47.5171,-122.347,1410,1988 +"6306800050","20140925T000000",486940,4,2.5,3250,13360,"2",0,0,3,9,3250,0,2014,0,"98030",47.3524,-122.198,2612,14448 +"6928000605","20140626T000000",525000,4,2.75,3030,6625,"2",0,0,3,8,3030,0,2011,0,"98059",47.4815,-122.152,3030,9620 +"3814900950","20140725T000000",345000,4,2.5,1983,6002,"2",0,0,3,9,1983,0,2012,0,"98092",47.3281,-122.164,2502,4750 +"8562770080","20141030T000000",613000,3,3.25,2440,2812,"2",0,0,3,8,1710,730,2005,0,"98027",47.5362,-122.072,2440,2836 +"3831250130","20140825T000000",370000,3,2.5,2313,5700,"2",0,0,3,9,2313,0,2011,0,"98030",47.3572,-122.202,2323,5701 +"3629990020","20141002T000000",449500,3,2.25,1260,2556,"2",0,0,3,7,1260,0,2005,0,"98029",47.5482,-121.998,1630,2844 +"9532000010","20150416T000000",515000,3,2.5,2000,3837,"2",0,0,3,8,2000,0,2011,0,"98072",47.7713,-122.167,2210,4075 +"8562780430","20150504T000000",346100,2,1.75,1150,698,"2",0,0,3,7,1150,0,2013,0,"98027",47.5323,-122.071,1150,757 +"2781230020","20141209T000000",398500,4,2.5,2820,6666,"2",0,0,3,9,2820,0,2007,0,"98038",47.3473,-122.031,1880,7200 +"8658301060","20140820T000000",310000,2,1.75,1160,2500,"2",0,0,3,7,1160,0,2008,0,"98014",47.6489,-121.911,970,7500 +"0301402140","20150226T000000",250000,3,2.25,1481,2820,"2",0,0,3,7,1481,0,2012,0,"98002",47.3457,-122.217,1481,2889 +"8923600020","20140806T000000",1.88e+006,5,3.5,4390,6220,"2",0,3,3,9,3170,1220,2013,0,"98115",47.6789,-122.273,2740,6448 +"8725950020","20140827T000000",695000,2,1.75,1570,1207,"3",0,0,3,9,1570,0,2007,0,"98004",47.6215,-122.201,1570,1206 +"1121000357","20140827T000000",1.085e+006,4,3,3410,6541,"2",0,2,3,9,2680,730,2007,0,"98126",47.5416,-122.38,2300,6345 +"1042700290","20140804T000000",864327,5,3.25,3480,6507,"2",0,0,3,9,3480,0,2014,0,"98074",47.607,-122.053,3360,5398 +"7308600010","20140616T000000",749995,4,3.25,3430,9870,"2",0,0,3,9,3430,0,2014,0,"98011",47.776,-122.173,3360,9724 +"7708210050","20140610T000000",525000,5,2.75,2880,8364,"2",0,0,3,9,2880,0,2006,0,"98059",47.4893,-122.147,3010,8296 +"5631500285","20141121T000000",659950,3,2.5,2990,9413,"2",0,0,3,10,2990,0,2006,0,"98028",47.7341,-122.234,1940,9600 +"0524059063","20140506T000000",1.8e+006,5,5,4490,10279,"2",0,0,3,10,3930,560,2013,0,"98004",47.5974,-122.202,2490,10279 +"7203160190","20141029T000000",950000,5,4,4100,8120,"2",0,0,3,9,4100,0,2011,0,"98053",47.6917,-122.02,4100,7625 +"1692900095","20140618T000000",1.39995e+006,4,2.75,3870,10046,"2",0,0,3,11,3870,0,2005,0,"98033",47.6651,-122.191,3560,10046 +"3438500346","20140702T000000",265050,2,1.5,800,2119,"2",0,0,3,7,800,0,2008,0,"98106",47.554,-122.362,1020,4800 +"9268850290","20150306T000000",450000,3,2.25,1620,1057,"3",0,0,3,8,1540,80,2009,0,"98027",47.5396,-122.026,1390,942 +"2419700080","20150505T000000",915000,4,2.5,2910,4356,"3",0,0,3,8,2910,0,2010,0,"98034",47.6705,-122.146,2840,4181 +"1235700052","20140630T000000",963000,4,3.25,3530,8589,"2",0,0,3,10,3530,0,2007,0,"98033",47.6975,-122.195,2470,9019 +"4233800020","20141008T000000",270000,4,2.5,2701,5821,"2",0,0,3,7,2701,0,2013,0,"98092",47.2873,-122.177,2566,5843 +"3278612570","20140724T000000",294000,2,2.5,1380,889,"2",0,0,3,7,1140,240,2012,0,"98126",47.5441,-122.369,1580,1397 +"6638900461","20140605T000000",700000,3,2.5,2050,4185,"2",0,0,3,9,2050,0,2011,0,"98117",47.6922,-122.371,1150,5000 +"4233600190","20150316T000000",1.065e+006,3,4,3370,8252,"2",0,0,3,10,3370,0,2014,0,"98075",47.5965,-122.013,3710,8252 +"7987400285","20150429T000000",494900,3,2.5,2040,2500,"2",0,0,3,7,1470,570,2008,0,"98126",47.573,-122.372,1410,2500 +"9532000500","20140801T000000",415000,3,2.5,1610,3600,"2",0,0,3,8,1610,0,2010,0,"98072",47.771,-122.169,2210,3600 +"8564860280","20140502T000000",459990,3,2.5,2680,5539,"2",0,0,3,8,2680,0,2013,0,"98045",47.4761,-121.734,2990,6037 +"8691440440","20141003T000000",882990,4,3.5,3560,6562,"2",0,0,3,10,3560,0,2014,0,"98075",47.5929,-121.974,3710,6562 +"1099950050","20141229T000000",620000,4,3.5,3880,8244,"2",0,0,3,10,3060,820,2007,0,"98019",47.7426,-121.976,3180,10947 +"3304040130","20150212T000000",375900,3,2,1824,7120,"1",0,0,3,9,1824,0,2010,0,"98001",47.3457,-122.27,2409,6264 +"8562790480","20141006T000000",654000,3,2.5,2220,2873,"2",0,0,3,10,2010,210,2012,0,"98027",47.5311,-122.074,2290,3213 +"4457300005","20150325T000000",1.8399e+006,4,3.25,4140,11007,"2",0,0,3,10,4140,0,2013,0,"98040",47.5707,-122.217,2150,9663 +"8856003839","20141210T000000",215000,3,2.5,1322,6006,"2",0,0,3,7,1322,0,2009,0,"98001",47.2706,-122.254,1440,6796 +"1972200728","20141124T000000",630500,3,2.5,1909,1300,"3",0,0,3,8,1766,143,2006,0,"98103",47.6538,-122.352,1780,1248 +"8691420050","20141107T000000",855000,4,3.5,3460,7702,"2",0,0,3,10,3460,0,2010,0,"98075",47.5942,-121.977,3380,7464 +"6601200020","20150127T000000",235245,4,2.5,1954,5075,"2",0,0,3,8,1954,0,2007,0,"98001",47.2606,-122.253,1934,5000 +"0200480020","20140710T000000",770000,5,2.5,3000,7912,"1",0,0,3,9,1610,1390,2007,0,"98033",47.6765,-122.175,2700,7205 +"7203170190","20140619T000000",734990,4,2.5,2650,6884,"2",0,0,3,8,2650,0,2012,0,"98053",47.6901,-122.015,2520,5866 +"3885802134","20150109T000000",880000,4,2.5,2580,3436,"2",0,0,3,8,2580,0,2013,0,"98033",47.6853,-122.21,1780,5772 +"9578060420","20150114T000000",525000,4,3,2650,4924,"2",0,0,3,8,2650,0,2011,0,"98028",47.7734,-122.238,2380,4733 +"3630200080","20140807T000000",775000,4,3.5,3390,3960,"2",0,0,3,10,3390,0,2008,0,"98027",47.5406,-121.995,2990,3400 +"3876900089","20150430T000000",687015,3,1.75,1470,873,"3",0,0,3,10,1470,0,2009,0,"98119",47.6256,-122.362,1410,967 +"3630130130","20141112T000000",663000,3,2.5,1910,5125,"2",0,0,3,9,1910,0,2006,0,"98029",47.5481,-121.995,1910,3215 +"3326059253","20150330T000000",815000,4,2.5,3030,7187,"2",0,0,3,9,3030,0,2005,0,"98033",47.6934,-122.166,3030,7187 +"2224069109","20150427T000000",1.05e+006,4,3.25,2930,25020,"2",0,0,3,9,2930,0,2013,0,"98029",47.5514,-122.023,2400,32374 +"3862700020","20150423T000000",433190,3,2.5,1650,2787,"2",0,0,3,8,1650,0,2014,0,"98065",47.5336,-121.838,1760,2787 +"3629980080","20141210T000000",725000,4,2.5,2870,5118,"2",0,0,3,9,2870,0,2006,0,"98029",47.5544,-121.99,2940,4800 +"7299600950","20150408T000000",279950,3,2.5,1608,4800,"2",0,0,3,8,1608,0,2013,0,"98092",47.2585,-122.201,2009,4800 +"5528600005","20150327T000000",272167,2,2.5,1620,3795,"2",0,0,3,7,1620,0,2014,0,"98027",47.5321,-122.034,1620,6000 +"3052700419","20140616T000000",468500,3,2.5,1350,1186,"2",0,0,3,8,1120,230,2007,0,"98117",47.6786,-122.375,1500,1605 +"9542840630","20140602T000000",298000,3,2.5,1950,3600,"2",0,0,3,7,1950,0,2010,0,"98038",47.3658,-122.021,1870,4184 +"7896300592","20150114T000000",303500,6,4.5,3390,7200,"2",0,0,3,8,2440,950,2007,0,"98118",47.5205,-122.288,2040,7214 +"9268850480","20150410T000000",308000,3,1.75,1300,1237,"2",0,0,3,7,1060,240,2008,0,"98027",47.539,-122.026,1350,942 +"3629700020","20150415T000000",646800,3,3,2230,1407,"2.5",0,0,3,8,1850,380,2014,0,"98027",47.5446,-122.017,2230,1407 +"8648900010","20150102T000000",530200,4,2.5,1880,3853,"2",0,0,3,8,1880,0,2010,0,"98027",47.5636,-122.094,1890,3078 +"5422950170","20141112T000000",405000,5,2.5,3370,5092,"2",0,0,3,7,3370,0,2006,0,"98038",47.3594,-122.036,2910,5092 +"2768200213","20140724T000000",529000,2,2.5,1320,1395,"2",0,0,3,8,990,330,2014,0,"98107",47.6689,-122.362,1550,1519 +"0642150080","20140908T000000",675900,3,2.5,2920,9096,"2",0,0,3,9,2920,0,2013,0,"98059",47.4855,-122.149,2930,7995 +"2770601912","20150402T000000",570000,3,3.25,1550,1280,"2",0,0,3,9,1220,330,2013,0,"98199",47.6493,-122.384,1550,1579 +"3304040020","20141226T000000",375500,4,2.5,2301,6452,"2",0,0,3,9,2301,0,2010,0,"98001",47.346,-122.269,2650,6054 +"3629960170","20141021T000000",445000,3,3.25,1710,1960,"2",0,0,3,8,1360,350,2004,0,"98029",47.5479,-122.003,1420,955 +"1238900130","20150105T000000",1.1e+006,4,3.75,2890,4164,"2",0,0,3,9,2240,650,2013,0,"98033",47.676,-122.197,2354,3207 +"6056100114","20140825T000000",477000,3,2.5,2100,5060,"2",0,0,3,7,2100,0,2006,0,"98108",47.563,-122.298,1520,2468 +"4140940130","20141121T000000",450000,3,2.75,2240,3360,"2",0,0,3,8,2100,140,2014,0,"98178",47.4999,-122.232,1790,5873 +"6824100007","20150326T000000",427005,3,3,1460,1200,"3",0,0,3,8,1460,0,2006,0,"98117",47.7,-122.367,1460,1245 +"1959700225","20150224T000000",720000,3,1.75,1370,1990,"3",0,0,3,9,1370,0,2014,0,"98102",47.6434,-122.324,1730,1990 +"0518500460","20141008T000000",2.23e+006,3,3.5,3760,5634,"2",1,4,3,11,2830,930,2014,0,"98056",47.5285,-122.205,3560,5762 +"0923059252","20140527T000000",450800,4,3.25,2510,5311,"2",0,0,3,9,2510,0,2009,0,"98056",47.5028,-122.17,1590,9583 +"3052700213","20140829T000000",461100,2,2.25,1210,1267,"2",0,0,3,8,1120,90,2010,0,"98117",47.6783,-122.376,1360,1349 +"2428100080","20141001T000000",1.0616e+006,4,3,2990,6695,"2",0,0,3,10,2990,0,2014,0,"98075",47.5817,-122.047,2760,6600 +"9276202130","20150408T000000",590000,3,2.5,1710,2875,"2",0,0,3,8,1710,0,2006,0,"98116",47.5787,-122.392,1640,5750 +"3845100670","20140716T000000",478830,4,2.5,3274,4950,"2",0,0,3,9,3274,0,2014,0,"98092",47.2603,-122.195,2578,4200 +"4319200675","20140709T000000",760000,4,2.25,3300,8365,"3",0,0,3,9,3300,0,2014,0,"98126",47.5363,-122.377,1290,8369 +"0323059327","20140703T000000",1.025e+006,4,3.5,4370,10860,"2",0,0,3,11,4370,0,2008,0,"98059",47.5066,-122.148,3560,8070 +"3448720020","20140613T000000",385000,4,2.5,2050,5276,"2",0,0,3,7,2050,0,2006,0,"98059",47.491,-122.15,2480,5447 +"7234600832","20140516T000000",500000,2,2.5,1310,1500,"2",0,0,3,8,1160,150,2006,0,"98122",47.6112,-122.309,1320,1581 +"4045500950","20150415T000000",425000,3,1.5,1680,8000,"1.5",0,0,3,7,1680,0,2012,0,"98014",47.6923,-121.869,1990,26336 +"7234600098","20140905T000000",552100,3,3,1330,1379,"2",0,0,4,8,1120,210,2005,0,"98122",47.6126,-122.313,1810,1770 +"0666000143","20141229T000000",785000,3,3,1950,1983,"3",0,0,3,9,1610,340,2009,0,"98004",47.6078,-122.202,2040,2131 +"3343903611","20150323T000000",615000,5,3.25,3090,7069,"2",0,0,3,9,3090,0,2012,0,"98056",47.5114,-122.196,2480,8000 +"1760650950","20150423T000000",309000,3,2.5,1950,3825,"2",0,0,3,7,1950,0,2013,0,"98042",47.3588,-122.082,1950,3825 +"5100403818","20150220T000000",369500,3,2,1108,1128,"3",0,0,3,7,1108,0,2009,0,"98115",47.6961,-122.318,1285,1253 +"2325400170","20150211T000000",391000,4,2.25,2190,3850,"2",0,0,3,7,2190,0,2006,0,"98059",47.4861,-122.161,2190,3980 +"5700000446","20141029T000000",465000,3,1.75,1590,1322,"2",0,0,3,8,1060,530,2014,0,"98144",47.5753,-122.294,1530,5400 +"9492500010","20140606T000000",879950,4,2.75,3010,7215,"2",0,0,3,9,3010,0,2014,0,"98033",47.6952,-122.178,3010,7215 +"2461900446","20141023T000000",372000,3,2,1330,1042,"2",0,0,3,8,1060,270,2014,0,"98136",47.5522,-122.382,1440,2428 +"8669160170","20140522T000000",259000,3,2.5,1550,3569,"2",0,0,3,7,1550,0,2011,0,"98002",47.3528,-122.211,2095,3402 +"3644100101","20140707T000000",374000,2,1.5,1260,1575,"2",0,0,3,7,1260,0,2001,0,"98144",47.5914,-122.295,1220,1740 +"7852090680","20150305T000000",561000,4,2.5,2550,5395,"2",0,0,3,8,2550,0,2001,0,"98065",47.5355,-121.874,2850,6109 +"5693501028","20150403T000000",610000,3,2.5,1300,1331,"3",0,0,3,8,1300,0,2007,0,"98103",47.6607,-122.352,1450,5270 +"3629700080","20150108T000000",635000,3,3,2230,1407,"2.5",0,0,3,8,1850,380,2014,0,"98027",47.5446,-122.017,2290,1407 +"3278600680","20140627T000000",235000,1,1.5,1170,1456,"2",0,0,3,8,1070,100,2007,0,"98126",47.5493,-122.372,1360,1730 +"2738640470","20140716T000000",623300,4,3.5,4170,4524,"2",0,0,3,9,3500,670,2007,0,"98072",47.7726,-122.162,3510,5001 +"7853320950","20141023T000000",412500,3,2,1680,5246,"1",0,0,3,7,1680,0,2007,0,"98065",47.5206,-121.868,2430,6883 +"5635100050","20141121T000000",380000,4,3.25,2864,8035,"3",0,0,3,8,2864,0,2014,0,"98030",47.3746,-122.189,2419,8984 +"3629990280","20140623T000000",497000,3,2.25,1630,3817,"2",0,0,3,7,1630,0,2005,0,"98029",47.5485,-121.999,1630,3348 +"6306800020","20141111T000000",452000,4,2.5,2716,7850,"2",0,0,3,9,2716,0,2014,0,"98030",47.352,-122.197,2580,14448 +"7697000170","20141025T000000",312000,3,2.5,1750,4076,"2",0,0,3,7,1750,0,2013,0,"98038",47.3597,-122.045,1810,4090 +"5057100080","20140919T000000",469950,5,3,3223,6371,"2",0,0,3,9,3223,0,2014,0,"98042",47.3588,-122.163,1979,19030 +"5276200020","20140805T000000",775000,5,2.5,2600,4284,"2",0,0,3,9,2600,0,2014,0,"98136",47.5409,-122.39,1620,5000 +"5727500006","20150427T000000",679990,4,2.75,3320,8653,"2",0,0,3,8,3320,0,2014,0,"98133",47.7521,-122.334,2140,8727 +"9268850130","20140627T000000",288790,4,2,1350,942,"3",0,0,3,7,1350,0,2008,0,"98027",47.5401,-122.026,1390,942 +"9293000170","20150408T000000",800000,5,2.5,3410,4726,"2",0,0,3,9,3410,0,2007,0,"98006",47.5459,-122.184,2810,5129 +"7299601870","20150427T000000",299000,3,2.5,1572,4000,"2",0,0,3,8,1572,0,2013,0,"98092",47.2615,-122.198,1608,5175 +"1760650500","20150129T000000",332000,4,2.5,2300,4482,"2",0,0,3,7,2300,0,2013,0,"98042",47.3599,-122.082,2300,3825 +"7174800094","20150420T000000",525000,1,1.5,1030,5923,"1",0,0,3,8,1030,0,1940,0,"98105",47.6653,-122.305,2650,5000 +"6909200007","20140903T000000",620000,3,1.75,1458,858,"2",0,0,3,8,950,508,2014,0,"98144",47.592,-122.293,1458,3000 +"7853321150","20141103T000000",452000,4,2.5,2190,6896,"2",0,0,3,7,2190,0,2007,0,"98065",47.5191,-121.869,2190,5900 +"1105000402","20141028T000000",630000,4,3,3640,5096,"2",0,0,3,8,2740,900,2010,0,"98118",47.5428,-122.27,1910,9189 +"1442870420","20140724T000000",485000,4,2.75,2790,7803,"2",0,0,3,8,2790,0,2013,0,"98045",47.4823,-121.772,2620,6178 +"3682000050","20141013T000000",349950,4,2.5,2632,4117,"2",0,0,3,8,2632,0,2013,0,"98001",47.3428,-122.278,2040,5195 +"1442880080","20140701T000000",499990,4,2.75,2910,6334,"2",0,0,3,8,2910,0,2013,0,"98045",47.4826,-121.771,2790,6352 +"7169500020","20141205T000000",510000,2,2.25,1470,1101,"2",0,0,3,8,1340,130,2005,0,"98115",47.6768,-122.301,1470,1582 +"2911700010","20150303T000000",1.08e+006,3,2.5,2240,21477,"2",0,2,3,8,2240,0,1995,0,"98006",47.5745,-122.18,2930,21569 +"9578060470","20140508T000000",494000,3,2.5,2310,4729,"2",0,0,3,8,2310,0,2011,0,"98028",47.7734,-122.237,2440,4711 +"1776460190","20140626T000000",429900,3,2.5,2370,5353,"2",0,0,3,8,2370,0,2009,0,"98019",47.7333,-121.975,2130,6850 +"3449500050","20141015T000000",505000,4,2.75,2980,9825,"1",0,0,3,8,1910,1070,2007,0,"98056",47.5073,-122.172,2580,12231 +"2309710130","20140715T000000",272000,4,2,1870,6551,"1",0,3,3,7,1870,0,2009,0,"98022",47.1934,-121.977,2280,5331 +"1972201511","20150210T000000",671500,3,2.5,1770,1714,"3",0,0,3,8,1770,0,2012,0,"98103",47.6532,-122.348,1720,3360 +"7852120050","20150311T000000",729950,4,3.5,3510,10010,"2",0,0,3,10,3510,0,2001,0,"98065",47.5412,-121.876,4200,9935 +"3814900660","20140721T000000",471835,4,2.5,3281,5354,"2",0,0,3,9,3281,0,2014,0,"98092",47.3273,-122.163,2598,4815 +"8141310080","20141103T000000",249950,3,2,1670,4438,"1",0,0,3,7,1670,0,2014,0,"98022",47.1948,-121.974,1670,4558 +"7207900050","20140808T000000",424950,5,3.5,2760,3846,"2.5",0,0,3,8,2760,0,2013,0,"98056",47.5047,-122.17,2760,4587 +"2424059163","20140709T000000",1.24e+006,5,3.5,5430,10327,"2",0,2,3,10,4010,1420,2007,0,"98006",47.5476,-122.116,4340,10324 +"2140950130","20140911T000000",440000,4,2.5,2990,7928,"2",0,0,3,9,2990,0,2011,0,"98010",47.3139,-122.024,2810,7401 +"1776230190","20150408T000000",495000,4,3.5,3170,3858,"2",0,0,3,8,2530,640,2008,0,"98059",47.5049,-122.155,2640,3844 +"3524039224","20140513T000000",870000,4,2.5,3520,6773,"2.5",0,0,3,9,2650,870,2006,0,"98136",47.5317,-122.391,2930,6458 +"5694500840","20141125T000000",559000,2,3,1650,960,"3",0,0,3,8,1350,300,2015,0,"98103",47.6611,-122.346,1650,3000 +"4014400381","20140507T000000",495000,4,2.75,2656,21195,"2",0,0,3,9,2656,0,2014,0,"98001",47.3162,-122.272,1860,16510 +"2838000130","20150213T000000",722000,3,2.5,2230,4850,"2",0,0,3,8,2230,0,2014,0,"98133",47.7295,-122.334,2230,4513 +"8562770430","20140702T000000",567500,3,2.5,2280,2502,"2",0,0,3,8,1880,400,2006,0,"98027",47.5364,-122.073,2280,2812 +"1402970020","20141217T000000",440000,4,2.5,2798,5085,"2",0,0,3,9,2798,0,2011,0,"98092",47.3308,-122.187,2502,5707 +"3943600020","20140829T000000",400000,4,2.5,2398,5988,"2",0,0,3,8,2398,0,2008,0,"98055",47.452,-122.204,2370,5988 +"1438000430","20141006T000000",459995,4,2.5,2350,3760,"2",0,0,3,8,2350,0,2014,0,"98059",47.4786,-122.123,2590,4136 +"1601600167","20140507T000000",365000,5,2.75,2410,5003,"1",0,0,3,7,1410,1000,2008,0,"98118",47.5298,-122.274,1590,5003 +"1773100541","20150417T000000",389950,3,2.25,1580,920,"3",0,0,3,8,1580,0,2015,0,"98106",47.5578,-122.363,1250,1150 +"1773100924","20140708T000000",320000,3,3.25,1450,1387,"2",0,0,3,8,1180,270,2013,0,"98106",47.5556,-122.362,1450,1198 +"0982850080","20140613T000000",415500,4,2.5,1750,4779,"2",0,0,3,7,1750,0,2009,0,"98028",47.7608,-122.232,1580,4687 +"7628700050","20150309T000000",775000,3,2.5,3020,4120,"2",0,0,3,9,2360,660,2008,0,"98126",47.5714,-122.373,2280,4120 +"8673400020","20150311T000000",590000,3,3,1740,1100,"3",0,0,3,8,1740,0,2007,0,"98107",47.67,-122.391,1370,1180 +"8725950170","20150123T000000",950000,2,2.25,2200,2043,"2",0,0,3,9,1760,440,2007,0,"98004",47.6213,-122.2,2020,1957 +"6306800080","20140806T000000",378950,4,2.5,1867,15314,"2",0,0,3,9,1867,0,2013,0,"98030",47.3524,-122.198,2616,8048 +"3362401763","20140508T000000",441750,2,1.5,1020,1060,"3",0,0,3,8,1020,0,2008,0,"98103",47.6801,-122.348,1340,1415 +"0301401630","20141031T000000",335900,4,2.75,2475,4000,"2",0,0,3,7,2475,0,2014,0,"98002",47.345,-122.209,2475,4000 +"6056110780","20140627T000000",229800,2,1.75,1110,1773,"2",0,0,3,8,1110,0,2014,0,"98108",47.5647,-122.293,1420,2855 +"6819100352","20150310T000000",645000,3,2.5,1900,1258,"2.5",0,0,3,7,1700,200,2007,0,"98119",47.6465,-122.358,1780,1877 +"9297302031","20150423T000000",448000,3,3.25,1560,1345,"2",0,0,3,8,1260,300,2009,0,"98126",47.5637,-122.375,1560,4800 +"7203150080","20141216T000000",706000,4,2.5,2510,5436,"2",0,0,3,8,2510,0,2011,0,"98053",47.6894,-122.016,2520,5436 +"2937300050","20150227T000000",988990,4,4.75,4150,6303,"3",0,0,3,9,4150,0,2014,0,"98052",47.7047,-122.123,3570,6285 +"9521100029","20140716T000000",716000,3,3,1660,1849,"3",0,0,3,9,1660,0,2013,0,"98103",47.6649,-122.353,1660,3300 +"0832700170","20150421T000000",319000,2,1.5,1090,847,"3",0,0,3,8,1090,0,2009,0,"98133",47.7235,-122.352,1090,1118 +"6817750440","20141014T000000",300000,4,2.5,1914,3272,"2",0,0,3,8,1914,0,2009,0,"98055",47.4297,-122.189,1714,3250 +"0123059127","20140502T000000",625000,4,3.25,2730,54014,"1",0,0,3,9,1560,1170,2007,0,"98059",47.5133,-122.11,2730,111274 +"3630200430","20140514T000000",773000,3,2.75,2470,3600,"2",0,0,3,9,2470,0,2007,0,"98029",47.5406,-121.994,2570,3600 +"3448740430","20140925T000000",392000,5,2.5,2340,5670,"2",0,0,3,7,2340,0,2009,0,"98059",47.4913,-122.152,2190,4869 +"1438000190","20140911T000000",549995,4,3.5,2660,5690,"2",0,0,3,8,1920,740,2014,0,"98059",47.4775,-122.122,2970,5690 +"7853320250","20140920T000000",480000,3,2.5,2410,4656,"2",0,0,3,7,2410,0,2009,0,"98065",47.5203,-121.874,2410,4840 +"0100300280","20141020T000000",355000,3,2.25,1430,4777,"2",0,0,3,7,1430,0,2010,0,"98059",47.4867,-122.152,1639,3854 +"8862500280","20141230T000000",208400,2,2.5,1570,1268,"3",0,0,3,7,1570,0,2007,0,"98106",47.534,-122.365,1570,1300 +"1042700080","20140822T000000",831548,5,2.75,3010,4919,"2",0,0,3,9,3010,0,2014,0,"98074",47.6067,-122.052,3230,5415 +"4051150080","20141117T000000",279500,4,2.5,1613,4338,"2",0,0,3,7,1613,0,2009,0,"98042",47.3859,-122.162,1427,4341 +"5592200010","20150227T000000",445000,3,2.5,2380,5269,"2",0,0,3,8,2380,0,2008,0,"98056",47.5066,-122.192,2150,7600 +"7787920080","20140616T000000",492500,5,2.5,2570,9962,"2",0,0,3,8,2570,0,2006,0,"98019",47.7275,-121.957,2890,9075 +"3448740190","20140709T000000",435000,4,2.5,2550,5200,"2",0,0,3,7,2550,0,2009,0,"98059",47.4919,-122.153,2550,4660 +"8822900122","20150512T000000",325000,3,2.25,1330,969,"3",0,0,3,7,1330,0,2007,0,"98125",47.7177,-122.292,1310,1941 +"4083300098","20141117T000000",453000,2,1.5,1160,1269,"2",0,0,3,7,970,190,2005,0,"98103",47.6608,-122.335,1700,3150 +"1438000170","20140822T000000",612995,5,3.5,3240,6919,"2",0,0,3,8,2760,480,2014,0,"98059",47.4779,-122.122,2970,5690 +"7853360480","20140904T000000",540000,4,2.5,2710,9248,"2",0,0,3,7,2710,0,2011,0,"98065",47.5164,-121.875,2710,5000 +"0522059130","20150429T000000",465000,3,1,1150,18200,"1",0,0,5,7,1150,0,1959,0,"98058",47.4262,-122.187,1714,18200 +"4385700185","20140812T000000",799950,3,2.25,1860,1386,"3",0,0,3,9,1860,0,2014,0,"98112",47.6368,-122.279,1680,3080 +"2768301476","20141124T000000",495000,3,2.25,1280,1517,"2",0,0,3,8,1080,200,2008,0,"98107",47.6651,-122.368,1280,1681 +"1862400541","20150228T000000",579950,3,2.5,1810,1585,"3",0,0,3,7,1810,0,2014,0,"98117",47.6957,-122.376,1560,1586 +"8562780280","20150220T000000",331000,2,2.25,1240,720,"2",0,0,3,7,1150,90,2008,0,"98027",47.5322,-122.072,1260,810 +"9528101061","20140825T000000",580000,4,3.5,1460,951,"3",0,0,3,8,1460,0,2008,0,"98115",47.6821,-122.326,1430,1282 +"6056110460","20150414T000000",669000,2,2.5,1640,1953,"2",0,0,3,10,1640,0,2014,0,"98118",47.5639,-122.292,1820,2653 +"2154970020","20140703T000000",2.35196e+006,4,4.25,5010,19412,"2",0,1,3,11,4000,1010,2014,0,"98040",47.5455,-122.211,3820,17064 +"5694500497","20150116T000000",539900,3,3.25,1300,1325,"2",0,0,3,8,1080,220,2005,0,"98103",47.6584,-122.346,1290,1323 +"7708200670","20140723T000000",490000,4,2.5,2510,4349,"2",0,0,3,8,2510,0,2010,0,"98059",47.4927,-122.147,2510,4314 +"8562770050","20140527T000000",627000,3,3.5,2710,3475,"2",0,0,3,8,1650,1060,2005,0,"98027",47.5359,-122.072,2440,2867 +"1441000470","20140728T000000",458000,4,3.5,3217,4000,"2",0,0,3,8,2587,630,2008,0,"98055",47.4483,-122.203,2996,5418 +"6056100293","20141110T000000",440000,3,2.5,1650,4929,"2",0,0,3,7,1520,130,2007,0,"98108",47.5634,-122.298,1520,2287 +"6600000050","20150310T000000",1.698e+006,4,3.5,3950,6240,"2",0,0,3,11,3950,0,2015,0,"98112",47.6221,-122.29,2040,6240 +"1732800199","20150511T000000",935000,2,2.5,1680,977,"3",0,0,3,9,1680,0,2009,0,"98119",47.632,-122.361,1680,977 +"7853360470","20150417T000000",641000,5,3.5,3420,6403,"2",0,2,3,8,2700,720,2013,0,"98065",47.5162,-121.874,2710,6038 +"3438501583","20140911T000000",452000,3,2.75,2300,5090,"2",0,0,3,8,1700,600,2007,0,"98106",47.545,-122.36,1530,9100 +"7853370250","20141223T000000",625000,4,2.75,3010,6854,"2",0,2,3,9,2570,440,2012,0,"98065",47.5171,-121.876,1830,2952 +"2387600010","20150303T000000",1.35e+006,4,3.5,4680,12495,"2",0,0,3,10,3040,1640,2008,0,"98033",47.6984,-122.206,3240,10749 +"8946780080","20140908T000000",834950,5,3.5,3630,4911,"2",0,0,3,9,2790,840,2014,0,"98034",47.718,-122.156,3600,4992 +"9402800005","20141028T000000",1.5e+006,3,3.5,3530,3610,"2",0,0,3,10,2370,1160,2008,0,"98103",47.6857,-122.339,1780,3610 +"5422950080","20140825T000000",305000,4,2.5,2280,3800,"2",0,0,3,7,2280,0,2006,0,"98038",47.3586,-122.036,2630,4045 +"2826079027","20141112T000000",659000,3,2.5,3090,384634,"2",0,0,3,8,3090,0,2007,0,"98019",47.7072,-121.927,2200,292645 +"6003000851","20140522T000000",353000,1,1,550,1279,"2",0,0,3,7,550,0,2008,0,"98122",47.616,-122.314,1460,1385 +"7394400080","20150304T000000",535000,4,3.25,2840,4000,"2",0,3,3,9,2330,510,2014,0,"98108",47.5529,-122.293,2160,4867 +"1238501184","20140708T000000",999000,4,2.5,3130,10849,"2",0,0,3,10,3130,0,2013,0,"98033",47.6828,-122.186,2470,9131 +"0263000009","20150129T000000",375000,3,2.5,1440,1102,"3",0,0,3,8,1440,0,2009,0,"98103",47.6995,-122.346,1440,1434 +"5101408889","20140616T000000",685000,4,3.5,2840,4637,"3",0,0,3,8,2840,0,2008,0,"98125",47.7033,-122.321,1730,5279 +"7299601410","20140808T000000",333000,4,2.5,2623,7184,"2",0,0,3,8,2623,0,2012,0,"98092",47.259,-122.202,2010,4939 +"9266700190","20150511T000000",245000,1,1,390,2000,"1",0,0,4,6,390,0,1920,0,"98103",47.6938,-122.347,1340,5100 +"2424059174","20150508T000000",1.99995e+006,4,3.25,5640,35006,"2",0,2,3,11,4900,740,2015,0,"98006",47.5491,-122.104,4920,35033 +"8562780290","20141015T000000",329950,2,2.25,1260,1032,"2",0,0,3,7,1170,90,2008,0,"98027",47.5323,-122.072,1240,809 +"5100400244","20150420T000000",403000,2,1,894,1552,"2",0,0,3,7,894,0,2011,0,"98115",47.6911,-122.313,1131,1992 +"3744000130","20141111T000000",559630,4,2.5,3370,4934,"2",0,0,3,9,3370,0,2014,0,"98038",47.3562,-122.022,2980,5046 +"0993001976","20140818T000000",344000,3,2.25,1250,871,"3",0,0,3,8,1250,0,2007,0,"98103",47.6907,-122.343,1250,1158 +"0525049174","20150402T000000",435000,3,1.5,1180,1231,"3",0,0,3,7,1180,0,2008,0,"98115",47.6845,-122.315,1280,3360 +"5393600562","20140522T000000",430000,2,2.5,1520,1588,"2",0,0,3,8,1240,280,2007,0,"98144",47.5825,-122.313,1660,6000 +"4187000190","20141117T000000",417000,3,2.5,2000,4500,"2",0,0,3,7,2000,0,2010,0,"98059",47.4937,-122.149,2230,4501 +"2862500190","20150409T000000",895950,5,2.75,3180,9255,"2",0,0,3,9,3180,0,2014,0,"98074",47.6232,-122.023,3180,7782 +"5045700470","20150319T000000",563950,4,2.75,3050,4750,"2",0,0,3,8,3050,0,2014,0,"98059",47.4857,-122.153,2730,5480 +"2924079034","20140925T000000",332220,3,1.5,2580,47480,"1",0,0,3,7,1360,1220,1953,0,"98024",47.5333,-121.933,1760,48181 +"8835770170","20140822T000000",1.488e+006,5,6,6880,279968,"2",0,3,3,12,4070,2810,2007,0,"98045",47.4624,-121.779,4690,256803 +"3630200480","20140612T000000",680000,3,2.5,2570,3600,"2.5",0,0,3,9,2570,0,2007,0,"98027",47.5412,-121.994,2570,3600 +"8562790080","20150209T000000",825750,4,3.5,2950,3737,"2",0,0,3,10,2270,680,2012,0,"98027",47.5313,-122.074,2580,3581 +"8165500780","20141209T000000",338000,3,2.5,1690,1760,"2",0,0,3,8,1410,280,2014,0,"98106",47.5387,-122.367,1740,1760 +"1442870050","20140718T000000",535365,4,2.75,2790,6969,"2",0,0,3,8,2790,0,2012,0,"98045",47.4836,-121.769,2620,6307 +"1704900303","20141211T000000",608000,3,2.25,1720,5234,"2",0,0,3,9,1240,480,2011,0,"98118",47.5547,-122.278,1720,5825 +"6132600655","20141016T000000",930000,3,2.25,2890,5000,"3",0,0,3,9,2890,0,2014,0,"98117",47.6983,-122.389,2020,5000 +"3421069049","20141021T000000",565000,2,1.75,1130,276170,"1",0,0,3,8,1130,0,2006,0,"98022",47.2673,-122.027,2092,217800 +"7169500130","20141219T000000",495000,2,2.25,1460,1623,"2",0,0,3,8,1260,200,2005,0,"98115",47.6764,-122.301,1460,1137 +"8732900840","20140722T000000",667000,3,2.5,2510,3819,"2",0,0,3,8,2510,0,2007,0,"98052",47.6987,-122.096,2520,3990 +"5379803372","20141112T000000",495000,4,2.5,3390,7870,"2",0,0,3,8,3390,0,2014,0,"98188",47.4536,-122.274,1960,10069 +"2937300430","20140929T000000",928990,4,2.5,3570,6054,"2",0,0,3,9,3570,0,2014,0,"98052",47.7053,-122.126,3600,6050 +"5422950020","20140630T000000",345000,4,2.5,2280,5000,"2",0,0,3,7,2280,0,2006,0,"98038",47.3593,-122.037,2910,5000 +"3797001702","20141216T000000",1.065e+006,5,3.5,2920,3000,"2",0,0,3,9,2260,660,2014,0,"98103",47.6846,-122.349,1580,4000 +"1438000130","20140703T000000",519995,4,3,2590,6160,"2",0,0,3,8,2590,0,2014,0,"98059",47.4784,-122.122,2670,5600 +"1853080130","20141105T000000",924000,5,2.75,3210,8001,"2",0,0,3,9,3210,0,2014,0,"98074",47.5935,-122.061,3190,6624 +"0741500010","20150424T000000",295000,3,2,1230,3405,"1",0,0,3,7,1230,0,2010,0,"98058",47.438,-122.179,1440,4066 +"3123089027","20140721T000000",472000,3,2.5,3800,104979,"2",0,0,3,8,3210,590,2005,0,"98045",47.4304,-121.841,2040,109771 +"3630080190","20140801T000000",405000,3,2.5,1500,2314,"2",0,0,3,7,1500,0,2005,0,"98029",47.5537,-121.998,1440,2170 +"3782760080","20140718T000000",410000,4,2.25,2510,4090,"2",0,0,3,8,1840,670,2012,0,"98019",47.7345,-121.967,2070,4090 +"8024200684","20141125T000000",419500,3,1.5,1400,1091,"3",0,0,3,8,1400,0,2007,0,"98115",47.6989,-122.317,1270,1413 +"0982850020","20140903T000000",382000,3,2.25,1450,4667,"2",0,0,3,7,1450,0,2009,0,"98028",47.7611,-122.233,1490,4667 +"5649600462","20150224T000000",370000,2,2.5,1390,1821,"2",0,0,3,7,1180,210,2007,0,"98118",47.5537,-122.282,1350,1821 +"3449820430","20141006T000000",553000,3,2.75,3160,9072,"2",0,0,3,9,3160,0,2005,0,"98056",47.5147,-122.177,3160,9072 +"9533100285","20140630T000000",2.065e+006,4,3.75,4350,7965,"2",0,0,3,10,4350,0,2013,0,"98004",47.6289,-122.205,2190,8557 +"0923059259","20150401T000000",455950,4,2.5,2720,5771,"2",0,0,3,8,2720,0,2015,0,"98056",47.4917,-122.17,1940,4184 +"6431000748","20141027T000000",331000,3,3.25,1290,1153,"3",0,0,3,7,1290,0,2008,0,"98103",47.6904,-122.346,1290,1200 +"3753000010","20140507T000000",417250,3,2.25,1606,1452,"3",0,0,3,8,1606,0,2009,0,"98125",47.7175,-122.284,1516,1939 +"6169901185","20140520T000000",490000,5,3.5,4460,2975,"3",0,2,3,10,3280,1180,2015,0,"98119",47.6313,-122.37,2490,4231 +"2309710150","20140804T000000",325000,4,3.25,2800,5291,"2",0,0,3,7,2800,0,2011,0,"98022",47.1937,-121.977,2380,5291 +"1773600264","20150223T000000",705000,5,3.5,3250,4800,"2",0,0,3,9,2410,840,2010,0,"98106",47.5618,-122.362,1330,4920 +"6061500100","20140717T000000",1.17466e+006,6,3.5,4310,7760,"2",0,0,3,10,3260,1050,2013,0,"98059",47.5297,-122.155,4620,10217 +"1282300995","20150222T000000",365000,3,2.25,1310,915,"2",0,0,3,7,1060,250,2007,0,"98144",47.5738,-122.293,1500,1215 +"0597000593","20141117T000000",403000,2,1.5,1240,1101,"2",0,0,3,8,1080,160,2009,0,"98144",47.5758,-122.309,1530,1209 +"7853321110","20140813T000000",409000,3,2.5,1950,7263,"2",0,0,3,7,1950,0,2007,0,"98065",47.5194,-121.869,2190,5900 +"3278612450","20150407T000000",391000,3,2.5,1800,1120,"2",0,0,3,8,1800,0,2011,0,"98126",47.5436,-122.369,1800,2380 +"1438000120","20140616T000000",542525,4,2.5,2650,5600,"2",0,0,3,8,2650,0,2014,0,"98059",47.4786,-122.122,2650,5600 +"9521100301","20140507T000000",339950,2,1,820,681,"3",0,0,3,8,820,0,2006,0,"98103",47.6619,-122.352,820,1156 +"1442870040","20140819T000000",499990,4,2.75,2620,7001,"2",0,0,3,8,2620,0,2012,0,"98045",47.4838,-121.769,2620,6543 +"0644000115","20140923T000000",1.765e+006,4,3.25,3980,10249,"2",0,0,3,10,3980,0,2011,0,"98004",47.5873,-122.196,2450,10912 +"6372000297","20150323T000000",608000,3,3.5,1660,2298,"2",0,0,3,8,1260,400,2009,0,"98116",47.5809,-122.403,1500,2198 +"6600060150","20150312T000000",392000,4,2.5,2130,4028,"2",0,0,3,8,2130,0,2014,0,"98146",47.5108,-122.363,1830,7817 +"0774101755","20150417T000000",320000,3,1.75,1790,66250,"1.5",0,0,3,7,1790,0,2003,0,"98014",47.7179,-121.403,1440,59346 +"2895800750","20150417T000000",274800,3,1.75,1410,1988,"2",0,0,3,8,1410,0,2014,0,"98106",47.5171,-122.347,1410,1899 +"2424039029","20150427T000000",325000,3,2.25,1330,1198,"2",0,0,3,8,1080,250,2007,0,"98106",47.555,-122.362,1260,1062 +"3448740360","20150429T000000",418500,4,2.5,2190,4866,"2",0,0,3,7,2190,0,2009,0,"98059",47.4907,-122.152,2190,5670 +"3832050580","20140502T000000",300000,3,2.5,2540,5050,"2",0,0,3,7,2540,0,2006,0,"98042",47.3358,-122.055,2280,5050 +"3094000210","20150105T000000",269950,3,2.5,2244,4079,"2",0,0,3,7,2244,0,2012,0,"98001",47.2606,-122.254,2077,4078 +"0321030150","20150506T000000",358000,3,2.5,2026,7611,"2",0,0,3,8,2026,0,2010,0,"98042",47.3733,-122.162,2270,7611 +"7694200090","20150504T000000",350000,3,2.5,1730,4086,"2",0,0,3,8,1730,0,2013,0,"98146",47.5016,-122.341,2030,4086 +"3299710110","20140528T000000",782000,4,3.5,3910,8095,"2",0,0,3,9,3130,780,2007,0,"98029",47.5588,-122.036,3770,7021 +"3879900754","20140915T000000",779000,3,2.5,1580,1487,"3",0,1,3,9,1580,0,2009,0,"98119",47.6276,-122.359,1610,1297 +"8732900300","20141217T000000",685000,4,2.5,2510,3479,"2",0,0,3,8,2510,0,2007,0,"98052",47.6981,-122.099,2540,4171 +"6021503698","20140529T000000",305000,2,2.25,1000,905,"3",0,0,3,8,1000,0,2006,0,"98117",47.6842,-122.387,980,1023 +"3333000745","20150417T000000",350000,4,2.5,1660,2500,"2",0,0,3,7,1660,0,2007,0,"98118",47.5437,-122.283,1030,5000 +"3630220220","20140923T000000",775000,4,3.5,3060,4573,"2",0,0,3,9,2410,650,2012,0,"98029",47.5522,-122.001,3170,3634 +"9478500180","20140828T000000",317750,3,2.5,1980,4500,"2",0,0,3,7,1980,0,2012,0,"98042",47.3682,-122.117,1980,4500 +"2771602427","20140508T000000",438000,2,1,980,1179,"2",0,0,3,8,980,0,2010,0,"98119",47.6381,-122.375,1190,1600 +"1498301168","20140528T000000",325000,2,2.5,1050,1609,"2",0,0,3,7,1050,0,2005,0,"98144",47.5854,-122.313,1120,1693 +"8562790580","20150428T000000",830000,4,3.25,3080,4287,"2",0,0,3,10,2230,850,2012,0,"98027",47.5313,-122.076,2250,2520 +"2325400040","20140922T000000",353000,3,2.25,1900,3800,"2",0,0,3,7,1900,0,2006,0,"98059",47.4866,-122.16,1950,3800 +"5045700330","20140725T000000",460000,4,2.5,2200,6400,"2",0,0,3,8,2200,0,2010,0,"98059",47.4856,-122.156,2600,5870 +"3126049498","20150316T000000",370000,3,1.5,1360,1167,"3",0,0,3,8,1360,0,2008,0,"98103",47.6962,-122.349,1360,1167 +"9578140360","20140619T000000",330000,3,2.5,2238,7209,"2",0,0,3,8,2238,0,2011,0,"98023",47.2966,-122.353,2456,7212 +"3343901408","20150128T000000",569888,4,2.5,2590,6474,"2",0,0,3,8,2590,0,2014,0,"98056",47.5164,-122.19,1960,8679 +"7859910110","20140918T000000",353900,3,2.5,2517,3900,"2",0,0,3,8,2517,0,2014,0,"98092",47.3211,-122.182,2390,7108 +"7852120180","20150304T000000",695000,4,3.5,3510,9084,"2",0,0,3,10,3510,0,2001,0,"98065",47.5402,-121.875,3690,9568 +"9268850180","20140718T000000",288790,3,1.75,1290,1237,"2",0,0,3,7,1060,230,2008,0,"98027",47.54,-122.026,1370,942 +"6031400092","20150213T000000",334950,5,3,2230,8642,"1",0,0,3,7,1330,900,2014,0,"98168",47.487,-122.32,2100,11056 +"1853080790","20141215T000000",869950,4,2.75,3140,7928,"2",0,0,3,9,3140,0,2013,0,"98074",47.5923,-122.058,3500,7055 +"1624049291","20141008T000000",557500,3,3.5,3350,5025,"2",0,2,3,8,2670,680,2014,0,"98144",47.5699,-122.296,2030,5117 +"7237450100","20140919T000000",389990,4,2.5,2245,4330,"2",0,0,3,8,2245,0,2014,0,"98038",47.3557,-122.063,2530,4478 +"9521100214","20140604T000000",455000,3,1.75,1420,1189,"3",0,0,3,8,1420,0,2006,0,"98103",47.6625,-122.352,1380,1196 +"5693501102","20141030T000000",598500,3,3,1560,2091,"3",0,0,3,8,1560,0,2006,0,"98103",47.6604,-122.352,1530,2091 +"6891100590","20150302T000000",750000,4,2.75,2810,5497,"2",0,0,3,9,2810,0,2011,0,"98052",47.7081,-122.116,2990,5842 +"2254501095","20141113T000000",729999,2,2.25,1630,1686,"2",0,0,3,10,1330,300,2014,0,"98122",47.6113,-122.314,1570,2580 +"9478550110","20150303T000000",299950,3,2.5,1740,4497,"2",0,0,3,7,1740,0,2012,0,"98042",47.3697,-122.117,1950,4486 +"0993001961","20140709T000000",374950,3,2.25,1390,1484,"3",0,0,3,8,1390,0,2007,0,"98103",47.6912,-122.343,1250,1087 +"9274200028","20150219T000000",386950,3,2.5,1070,1089,"2",0,0,3,7,900,170,2009,0,"98116",47.5902,-122.387,1450,1437 +"7708200180","20140710T000000",535000,5,3.25,2850,4551,"2",0,0,3,8,2370,480,2006,0,"98059",47.4916,-122.144,2850,4849 +"8691430330","20140831T000000",890000,5,3.25,4100,7578,"2",0,2,3,10,4100,0,2011,0,"98075",47.5955,-121.974,3710,8156 +"8924100308","20150203T000000",1.05e+006,4,2.5,3260,5974,"2",0,1,3,9,2820,440,2007,0,"98115",47.6772,-122.267,2260,6780 +"1070000180","20141015T000000",1.10746e+006,4,3.5,3660,4760,"2",0,0,3,9,2840,820,2014,0,"98199",47.6482,-122.409,3210,4640 +"1085623630","20141003T000000",436952,4,2.5,2708,4772,"2",0,0,3,9,2708,0,2014,0,"98092",47.3413,-122.178,2502,4900 +"3278605550","20140609T000000",365000,3,2.5,1800,2700,"2",0,0,3,8,1800,0,2011,0,"98126",47.5458,-122.369,1580,2036 +"1139000062","20140625T000000",288000,3,2.5,1150,887,"3",0,0,3,7,1150,0,2007,0,"98133",47.7072,-122.356,1180,915 +"2838000180","20150220T000000",700000,3,2.5,2230,4006,"2",0,0,3,8,2230,0,2014,0,"98133",47.73,-122.335,2230,4180 +"2725079018","20140509T000000",800000,4,3.25,3540,159430,"2",0,0,3,9,3540,0,2007,0,"98014",47.6285,-121.899,1940,392040 +"7104100110","20150511T000000",899000,4,3.5,2490,5500,"2",0,0,3,9,1780,710,2015,0,"98136",47.5499,-122.393,1710,5500 +"0259500230","20141218T000000",465750,3,2.5,2670,4534,"2",0,0,3,9,2670,0,2007,0,"98056",47.51,-122.184,3040,5079 +"9523100712","20140618T000000",485000,2,2.5,1430,923,"3",0,0,3,8,1410,20,2008,0,"98103",47.6683,-122.355,1620,1505 +"1438000360","20140603T000000",494995,5,2.75,2670,3800,"2",0,0,3,8,2670,0,2014,0,"98059",47.4783,-122.123,2670,3800 +"1608000120","20150202T000000",255000,3,2.5,2555,5720,"2",0,0,3,8,2555,0,2006,0,"98031",47.386,-122.184,2844,5769 +"7853361120","20140729T000000",530000,3,2.5,1970,6295,"2",0,0,3,7,1970,0,2011,0,"98065",47.5158,-121.874,2710,6009 +"2461900448","20140616T000000",435000,3,2,1980,2674,"3",0,0,3,8,1980,0,2007,0,"98136",47.5524,-122.382,1440,2674 +"1703400910","20140811T000000",639000,3,2.5,2010,3300,"2",0,0,3,9,1610,400,2014,0,"98118",47.5573,-122.287,1660,4950 +"8024200683","20140709T000000",440000,3,1.5,1270,1413,"3",0,0,3,8,1270,0,2007,0,"98115",47.6989,-122.317,1270,1413 +"9544700730","20140515T000000",914500,4,2.5,3950,10856,"3",0,0,3,10,3950,0,2013,0,"98075",47.5818,-121.996,3200,10856 +"8682320900","20141105T000000",580000,3,2,1870,5300,"1",0,0,3,8,1870,0,2009,0,"98053",47.7106,-122.02,1870,5050 +"3278600750","20150407T000000",250000,1,1.5,1180,1688,"2",0,0,3,8,1070,110,2007,0,"98126",47.549,-122.372,1380,2059 +"5676000008","20150316T000000",410000,3,2.5,1420,1269,"3",0,0,3,7,1420,0,2007,0,"98103",47.6904,-122.342,1420,1300 +"3744000150","20140928T000000",531155,4,2.75,2810,5046,"2",0,0,3,9,2810,0,2014,0,"98038",47.3559,-122.022,3060,4934 +"3630080120","20140919T000000",358000,3,2.5,1400,1529,"2",0,0,3,7,1400,0,2005,0,"98029",47.5535,-121.997,1440,1536 +"7853360620","20140701T000000",425000,3,2.5,1950,5689,"2",0,0,3,7,1950,0,2009,0,"98065",47.5158,-121.873,2190,5653 +"0255550100","20140711T000000",326000,3,2.25,1930,3462,"2",0,0,3,7,1930,0,2004,0,"98019",47.7453,-121.985,1930,2952 +"9268200484","20140513T000000",650000,4,2.5,2210,4861,"2",0,0,3,9,2210,0,2013,0,"98117",47.6959,-122.364,1590,5080 +"8562790720","20150514T000000",749950,4,3.5,2630,3757,"2",0,0,3,10,2200,430,2008,0,"98027",47.5322,-122.075,2620,2699 +"7140700690","20150312T000000",239950,3,1.75,1600,4888,"1",0,0,3,6,1600,0,2014,0,"98042",47.383,-122.097,2520,5700 +"3624039183","20140609T000000",315000,3,2.5,1480,1590,"2",0,0,3,8,1150,330,2010,0,"98106",47.5302,-122.362,1480,5761 +"2254502071","20140523T000000",375000,2,2.5,750,1430,"2",0,0,3,8,750,0,2006,0,"98122",47.6093,-122.31,1320,2790 +"4310702838","20150427T000000",375000,3,1.5,1290,1213,"3",0,0,3,8,1290,0,2007,0,"98103",47.6965,-122.34,1360,1227 +"6431000749","20140922T000000",349000,3,3.25,1340,1151,"3",0,0,3,7,1340,0,2008,0,"98103",47.6904,-122.346,1290,1200 +"3362401761","20150225T000000",450000,2,1.5,1020,1049,"3",0,0,3,8,1020,0,2008,0,"98103",47.68,-122.348,1350,1395 +"3629700120","20141014T000000",669950,3,3,2330,1944,"2.5",0,0,3,8,1950,380,2014,0,"98027",47.5446,-122.016,2290,1407 +"3226049565","20140711T000000",504600,5,3,2360,5000,"1",0,0,3,7,1390,970,2008,0,"98103",47.6931,-122.33,2180,5009 +"0567000408","20140602T000000",400000,3,2.5,1495,936,"3",0,0,3,8,1405,90,2006,0,"98144",47.593,-122.295,1495,1186 +"0825059349","20140701T000000",1.02e+006,4,3.5,3770,8501,"2",0,0,3,10,3770,0,2008,0,"98033",47.6744,-122.196,1520,9660 +"7787920230","20150408T000000",518000,5,2.5,2890,13104,"2",0,0,3,8,2890,0,2006,0,"98019",47.7277,-121.958,3020,9300 +"5694000706","20140813T000000",535000,3,2.75,1320,1125,"3",0,0,3,8,1320,0,2008,0,"98103",47.6598,-122.348,1320,1266 +"1760650900","20140721T000000",337500,4,2.5,2330,4907,"2",0,0,3,7,2330,0,2013,0,"98042",47.359,-122.081,2300,3836 +"2021000180","20150310T000000",380000,4,2.5,3120,5001,"2",0,0,3,9,3120,0,2005,0,"98023",47.2779,-122.349,3120,5244 +"6400700389","20140710T000000",875000,5,3,2960,15152,"2",0,0,3,9,2960,0,2004,0,"98033",47.6689,-122.179,1850,9453 +"6431000987","20140902T000000",385000,3,2.25,1630,1598,"3",0,0,3,8,1630,0,2008,0,"98103",47.6904,-122.347,1320,1605 +"2311400056","20141201T000000",1.9875e+006,5,3.5,5230,8960,"2",0,0,3,11,4450,780,2014,0,"98004",47.5964,-122.201,2310,9603 +"3224059107","20150508T000000",649500,4,3,3150,6599,"2",0,0,3,9,3150,0,2008,0,"98056",47.5279,-122.199,2680,9430 +"1245002281","20140512T000000",1.05e+006,4,3.75,3280,11000,"2",0,0,3,10,2320,960,2008,0,"98033",47.6855,-122.201,2400,8351 +"0121039156","20150109T000000",249000,3,1,1030,24750,"1",0,2,3,5,1030,0,1943,0,"98023",47.3343,-122.362,2810,28800 +"9211000110","20141003T000000",525000,4,2.5,3130,5795,"2",0,0,3,9,3130,0,2008,0,"98059",47.4997,-122.151,2950,5259 +"7625702263","20140612T000000",402000,3,3.5,1240,1666,"2",0,0,3,7,1000,240,2008,0,"98136",47.5496,-122.388,1110,1027 +"8085400586","20141101T000000",1.75e+006,4,2.75,3560,8975,"2",0,0,3,10,3560,0,2014,0,"98004",47.6322,-122.209,3440,12825 +"2895800590","20141020T000000",359800,5,2.5,2170,2752,"2",0,0,3,8,2170,0,2014,0,"98106",47.5167,-122.347,1800,2752 +"0100300530","20140925T000000",330000,3,2.5,1520,3003,"2",0,0,3,7,1520,0,2009,0,"98059",47.4876,-122.153,1820,3030 +"4092302096","20150325T000000",433000,3,2.5,1270,1062,"2",0,0,3,8,1060,210,2008,0,"98105",47.6568,-122.321,1260,1112 +"7010700308","20141112T000000",1.0108e+006,4,3.25,3610,4000,"2",0,0,3,9,2640,970,2007,0,"98199",47.658,-122.396,1980,4000 +"7853370100","20150406T000000",599832,3,2.75,3230,5200,"2",0,0,3,9,2680,550,2014,0,"98065",47.519,-121.878,3100,4900 +"6181500120","20140623T000000",312891,5,3,2300,8214,"2",0,0,3,8,2300,0,2013,0,"98001",47.3052,-122.276,2594,4950 +"0567000775","20140912T000000",449000,2,2.5,1460,1296,"2",0,0,3,8,1160,300,2008,0,"98144",47.5923,-122.296,1460,1296 +"3331000035","20140527T000000",495000,3,2.5,1750,1548,"3",0,0,3,9,1750,0,2013,0,"98118",47.5532,-122.282,1750,3960 +"4216500110","20140515T000000",819995,5,2.75,3030,10335,"2",0,0,3,9,3030,0,2013,0,"98056",47.5305,-122.184,2720,11213 +"2776600082","20141113T000000",407500,3,3.5,1522,1465,"2",0,0,3,8,1248,274,2006,0,"98117",47.6922,-122.375,1522,1341 +"0323079058","20150105T000000",850000,4,3.75,3890,22000,"2",0,0,3,10,3890,0,2007,0,"98027",47.5052,-121.906,1610,23142 +"1088100450","20140725T000000",1.72e+006,5,4,4590,35046,"2",0,0,3,10,4590,0,2008,0,"98033",47.6647,-122.16,3350,35857 +"0098300230","20150428T000000",1.459e+006,4,4,4620,130208,"2",0,0,3,10,4620,0,2014,0,"98024",47.5885,-121.939,4620,131007 +"0847100047","20140917T000000",579000,4,2.75,3220,9825,"2",0,0,3,8,3220,0,2012,0,"98059",47.4863,-122.143,2820,8566 +"1853080150","20140811T000000",890776,5,2.75,3170,8093,"2",0,0,3,9,3170,0,2014,0,"98075",47.5933,-122.06,3210,7062 +"6021503707","20150120T000000",352500,2,2.5,980,1010,"3",0,0,3,8,980,0,2008,0,"98117",47.6844,-122.387,980,1023 +"9512200090","20150501T000000",529000,3,1.75,2340,7724,"1",0,0,3,10,2340,0,2010,0,"98058",47.4593,-122.134,3040,5787 +"9268850040","20150327T000000",484000,3,2.25,1620,1425,"3",0,0,3,8,1540,80,2009,0,"98027",47.5405,-122.026,1620,1237 +"7283900306","20150417T000000",400000,3,2.5,1910,4408,"3",0,0,3,8,1910,0,2007,0,"98133",47.7634,-122.35,1910,8154 +"1980200236","20150417T000000",649950,3,2.5,2420,6847,"2",0,0,3,9,2420,0,2009,0,"98133",47.7329,-122.356,1180,8100 +"2413910120","20140702T000000",915000,3,4.5,3850,62726,"2",0,0,3,10,3120,730,2013,0,"98053",47.6735,-122.058,2630,46609 +"7787920180","20150504T000000",534950,5,2.5,3220,10572,"2",0,0,3,8,3220,0,2006,0,"98019",47.7268,-121.957,2890,9090 +"1283800110","20140506T000000",776000,4,2.5,3040,6425,"2",0,0,3,8,3040,0,2008,0,"98052",47.6788,-122.117,3040,7800 +"6140100028","20150501T000000",370000,3,1.75,1496,1423,"2",0,0,3,8,1248,248,2006,0,"98133",47.715,-122.355,1460,1423 +"1972200555","20140714T000000",610000,3,1.75,1630,1500,"3",0,0,3,8,1630,0,2014,0,"98103",47.6536,-122.354,1570,1335 +"6891100090","20141014T000000",850000,5,3.5,4200,5400,"2",0,0,3,9,3140,1060,2012,0,"98052",47.7077,-122.12,3300,5564 +"3438503021","20141105T000000",443000,3,2.5,2430,7049,"2",0,0,3,8,2430,0,2007,0,"98106",47.5399,-122.352,1770,7049 +"4233600150","20150203T000000",1.15e+006,5,4.25,4010,8252,"2",0,0,3,10,4010,0,2015,0,"98075",47.5974,-122.013,3370,8252 +"2770601782","20140801T000000",453000,3,2.5,1510,1618,"2.5",0,0,3,8,1330,180,2011,0,"98199",47.6515,-122.384,1350,1397 +"9268851020","20150410T000000",735000,4,3.5,2340,2810,"2",0,2,3,8,1730,610,2011,0,"98027",47.5403,-122.028,2600,2843 +"8682291050","20140708T000000",810000,2,2.75,2700,8572,"1",0,0,3,9,2700,0,2007,0,"98053",47.7236,-122.033,2680,8569 +"9468200109","20140617T000000",1.555e+006,3,3.5,4360,6240,"2",0,3,3,10,2960,1400,2008,0,"98103",47.6791,-122.354,1920,3910 +"2524069097","20140509T000000",2.23889e+006,5,6.5,7270,130017,"2",0,0,3,12,6420,850,2010,0,"98027",47.5371,-121.982,1800,44890 +"7625702441","20140808T000000",377500,3,2.5,1350,886,"3",0,0,3,8,1270,80,2006,0,"98136",47.5491,-122.387,1350,886 +"9521100866","20140618T000000",482000,3,3.25,1380,1120,"3",0,0,3,8,1380,0,2008,0,"98103",47.6617,-122.349,1310,1405 +"0148000072","20140818T000000",600000,2,2.5,1830,1988,"2",0,0,3,9,1530,300,2011,0,"98116",47.5779,-122.409,1800,2467 +"1493300057","20140807T000000",420000,3,2.5,1470,1571,"2",0,0,3,8,1180,290,2007,0,"98116",47.5722,-122.387,1580,4329 +"3304030220","20150421T000000",480000,4,2.5,2940,9172,"2",0,0,3,9,2940,0,2006,0,"98001",47.3444,-122.269,2660,7955 +"7625702277","20150331T000000",406000,2,2,1110,1095,"3",0,0,3,7,980,130,2008,0,"98136",47.5494,-122.388,1110,1083 +"1023059465","20140513T000000",505000,4,2.5,2790,5602,"2",0,0,3,8,2790,0,2009,0,"98059",47.4959,-122.15,2790,5309 +"3262300818","20150227T000000",1.865e+006,4,3.75,3790,8797,"2",0,0,3,11,3290,500,2006,0,"98039",47.6351,-122.236,2660,12150 +"2937300040","20141215T000000",942990,4,2.5,3570,6218,"2",0,0,3,9,3570,0,2014,0,"98052",47.7046,-122.123,3230,5972 +"2768100206","20141001T000000",440000,3,2.25,1230,1097,"3",0,0,3,8,1230,0,2009,0,"98107",47.6697,-122.372,1420,1437 +"7904700134","20140626T000000",390000,3,3.25,1370,913,"2",0,0,3,8,1100,270,2006,0,"98116",47.5636,-122.388,1370,915 +"9521100867","20140711T000000",475000,3,3.25,1380,1121,"3",0,0,3,8,1380,0,2008,0,"98103",47.6617,-122.349,1310,1405 +"1702901618","20150407T000000",420000,1,2,1070,675,"2",0,0,3,8,880,190,2007,0,"98118",47.5574,-122.284,1220,788 +"7237550100","20140825T000000",1.40876e+006,4,4,4920,50621,"2",0,0,3,10,4280,640,2012,0,"98053",47.6575,-122.006,4920,74052 +"7430500110","20141209T000000",1.378e+006,5,3.5,5150,12230,"2",0,2,3,10,3700,1450,2007,0,"98008",47.6249,-122.09,2940,13462 +"0603000555","20150302T000000",462500,6,3,2390,4000,"2",0,0,3,7,2390,0,2014,0,"98118",47.5173,-122.286,1680,5000 +"3304300300","20150507T000000",579950,4,2.75,2460,8643,"2",0,0,3,9,2460,0,2011,0,"98059",47.4828,-122.133,3110,8626 +"6453550090","20150505T000000",861111,4,2.5,3650,7090,"2",0,0,3,10,3650,0,2008,0,"98074",47.606,-122.052,3860,7272 +"2625069038","20141124T000000",1.45e+006,4,3.5,4300,108865,"2",0,0,3,11,4300,0,2014,0,"98074",47.6258,-122.005,4650,107498 +"1760650820","20150428T000000",290000,3,2.25,1610,3764,"2",0,0,3,7,1610,0,2012,0,"98042",47.3589,-122.083,1610,3825 +"9578060230","20140618T000000",535000,4,2.5,2610,4595,"2",0,0,3,8,2610,0,2008,0,"98028",47.7728,-122.235,2440,4588 +"3416600750","20150217T000000",585000,3,2.5,1750,1381,"3",0,0,3,8,1750,0,2008,0,"98122",47.6021,-122.294,1940,4800 +"2487200490","20140623T000000",670000,3,2.5,3310,5300,"2",0,2,3,8,2440,870,2008,0,"98136",47.5178,-122.389,2140,7500 +"8964800330","20150407T000000",3e+006,4,3.75,5090,14823,"1",0,0,3,11,4180,910,2013,0,"98004",47.62,-122.207,3030,12752 +"5637500082","20141203T000000",346000,3,2,1060,1184,"2",0,0,3,7,730,330,2006,0,"98136",47.5443,-122.385,1270,1601 +"0324069112","20140617T000000",1.325e+006,4,4,4420,16526,"2",0,0,3,11,4420,0,2013,0,"98075",47.5914,-122.027,3510,50447 +"0524059322","20150226T000000",999999,3,2.5,2100,4097,"2",0,0,3,9,2100,0,2008,0,"98004",47.5983,-122.2,1780,4764 +"0889000025","20140811T000000",599000,3,1.75,1650,1180,"3",0,0,3,8,1650,0,2014,0,"98105",47.6636,-122.319,1720,1960 +"2909310100","20141015T000000",332000,4,2.5,2380,5737,"2",0,0,3,7,2380,0,2010,0,"98023",47.2815,-122.356,2380,5396 +"8562780180","20140612T000000",336750,2,2.25,1170,1011,"2",0,0,3,7,1170,0,2009,0,"98027",47.5321,-122.073,1240,750 +"1043000100","20141211T000000",370000,4,2.5,2531,6843,"2",0,0,3,8,2531,0,2013,0,"98030",47.385,-122.189,2604,6238 +"1865400076","20140509T000000",324000,3,2.25,998,904,"2",0,0,3,7,798,200,2007,0,"98117",47.6983,-122.367,998,1110 +"8902000201","20150219T000000",338500,3,2.25,1333,1470,"3",0,3,3,7,1333,0,2009,0,"98125",47.7058,-122.302,1360,1680 +"0715010530","20150113T000000",1.88158e+006,5,3.5,4410,13000,"2",0,3,3,10,2920,1490,2014,0,"98006",47.5382,-122.111,5790,12969 +"4253400100","20150410T000000",402723,3,2.75,1160,1073,"2",0,0,3,7,880,280,2007,0,"98144",47.5788,-122.315,1250,5400 +"3874900085","20150227T000000",715000,4,3.25,2630,7770,"2",0,0,3,9,2630,0,2014,0,"98126",47.5459,-122.377,1370,7770 +"1972200227","20141007T000000",459000,3,1.5,1160,1031,"3",0,0,3,8,1160,0,2008,0,"98103",47.6538,-122.357,1268,1688 +"8562770720","20150423T000000",589999,3,2.5,2140,3628,"2",0,0,3,8,1960,180,2006,0,"98027",47.537,-122.074,2280,2812 +"6669080120","20141215T000000",405000,4,2.5,1980,5020,"2",0,0,3,7,1980,0,2007,0,"98056",47.5147,-122.19,1980,5064 +"9211010300","20140707T000000",509900,3,2.5,3030,9053,"2",0,0,3,8,3030,0,2009,0,"98059",47.4945,-122.149,3010,6026 +"3277800823","20140820T000000",327000,2,2,1490,1627,"2",0,0,3,8,1190,300,2009,0,"98126",47.5455,-122.375,1400,1498 +"8835770330","20140819T000000",1.057e+006,2,1.5,2370,184231,"2",0,0,3,11,2370,0,2005,0,"98045",47.4543,-121.778,3860,151081 +"1220000371","20141231T000000",327500,3,2.5,1820,1866,"2",0,0,3,8,1570,250,2008,0,"98166",47.4643,-122.346,1660,6900 +"0880000205","20140729T000000",249000,3,2,1260,1125,"2",0,0,3,7,810,450,2011,0,"98106",47.5262,-122.361,1260,1172 +"1561750040","20141224T000000",1.375e+006,5,4.5,4350,13405,"2",0,0,3,11,4350,0,2014,0,"98074",47.6018,-122.06,3990,7208 +"0688000017","20140627T000000",516500,1,1.25,1100,638,"3",0,0,3,9,1100,0,2014,0,"98112",47.6228,-122.307,1110,1933 +"2522059251","20150409T000000",465000,3,2.5,2050,15035,"2",0,0,3,9,2050,0,2006,0,"98042",47.3619,-122.122,1300,15836 +"2855000110","20140808T000000",388000,3,2.5,2198,6222,"2",0,2,3,8,2198,0,2010,0,"98198",47.3906,-122.304,2198,7621 +"6821101731","20140930T000000",549000,3,2.25,1230,1380,"3",0,0,3,8,1230,0,2013,0,"98199",47.6521,-122.4,1760,5664 +"0476000017","20141003T000000",553000,2,2,1400,1512,"2",0,0,3,8,940,460,2006,0,"98107",47.6719,-122.392,1400,3500 +"2770603523","20150422T000000",530000,3,2.5,1410,1250,"2",0,0,3,8,1140,270,2010,0,"98119",47.6515,-122.375,1720,2825 +"2255500123","20140820T000000",747450,3,2.5,2110,1339,"2",0,0,3,8,1410,700,2014,0,"98122",47.6088,-122.311,1630,2670 +"3438501329","20140520T000000",305000,2,2.5,1590,2656,"2",0,0,3,7,1220,370,2009,0,"98106",47.5489,-122.364,1590,2306 +"0423059387","20141118T000000",540000,5,2.5,3370,4850,"2",0,0,3,9,3370,0,2007,0,"98056",47.5078,-122.169,2900,5570 +"6664500090","20150115T000000",750000,5,4,4500,8130,"2",0,0,3,10,4500,0,2007,0,"98059",47.4832,-122.145,2840,8402 +"2122059216","20150414T000000",422000,4,2.5,2930,5973,"2",0,0,3,10,2930,0,2008,0,"98030",47.3846,-122.186,3038,7095 +"9406530090","20141020T000000",337000,4,2.5,2470,5100,"2",0,0,3,8,2470,0,2005,0,"98038",47.3622,-122.041,2240,5123 +"7168100015","20141009T000000",579950,5,2.75,3080,5752,"2",0,0,3,9,3080,0,2014,0,"98059",47.4922,-122.153,3000,4650 +"5007500120","20150226T000000",341780,4,2.75,2260,4440,"2",0,0,3,7,2260,0,2014,0,"98001",47.3507,-122.291,2260,4563 +"3528900770","20150423T000000",710200,4,3,1670,2642,"2",0,0,3,8,1350,320,2008,0,"98109",47.6397,-122.345,1670,2594 +"9521100031","20140618T000000",690000,3,3.25,1540,1428,"3",0,0,3,9,1540,0,2013,0,"98103",47.6648,-122.353,1660,3300 +"0524059330","20150130T000000",1.7e+006,4,3.5,3830,8963,"2",0,0,3,10,3120,710,2014,0,"98004",47.599,-122.197,2190,10777 +"6021503705","20141015T000000",329000,2,2.5,980,1020,"3",0,0,3,8,980,0,2008,0,"98117",47.6844,-122.387,980,1023 +"3438501862","20140513T000000",330000,3,2.5,1450,5008,"1",0,0,3,7,840,610,2007,0,"98106",47.5435,-122.357,2120,5019 +"3345700207","20150502T000000",608500,4,3.5,2850,5577,"2",0,0,3,8,1950,900,2014,0,"98056",47.5252,-122.192,2850,5708 +"6056111067","20140707T000000",230000,3,1.75,1140,1201,"2",0,0,3,8,1140,0,2014,0,"98108",47.5637,-122.295,1210,1552 +"8562790760","20140520T000000",785000,4,3.5,3070,4684,"2",0,0,3,10,2190,880,2009,0,"98027",47.5316,-122.076,2290,2664 +"1931300090","20140507T000000",610950,3,3,1680,1570,"3",0,0,3,8,1680,0,2014,0,"98103",47.6572,-122.346,1640,4800 +"9578500790","20141111T000000",399950,3,2.5,3087,5002,"2",0,0,3,8,3087,0,2014,0,"98023",47.2974,-122.349,2927,5183 +"9253900271","20150107T000000",3.567e+006,5,4.5,4850,10584,"2",1,4,3,10,3540,1310,2007,0,"98008",47.5943,-122.11,3470,18270 +"3881900317","20150123T000000",579000,4,3.25,1900,2631,"2",0,0,3,9,1250,650,2014,0,"98144",47.5869,-122.311,1710,4502 +"0567000385","20140623T000000",362500,2,1.5,940,1768,"2",0,0,3,7,940,0,2009,0,"98144",47.5925,-122.295,1130,1159 +"7011201004","20140529T000000",645000,3,3.25,1730,1229,"2",0,2,3,9,1320,410,2008,0,"98119",47.6374,-122.369,1710,1686 +"7853420110","20141003T000000",594866,3,3,2780,6000,"2",0,0,3,9,2780,0,2013,0,"98065",47.5184,-121.886,2850,6000 +"7853420110","20150504T000000",625000,3,3,2780,6000,"2",0,0,3,9,2780,0,2013,0,"98065",47.5184,-121.886,2850,6000 +"3052700432","20141112T000000",490000,3,2.25,1500,1290,"2",0,0,3,8,1220,280,2006,0,"98117",47.6785,-122.375,1460,1375 +"2025049203","20140610T000000",399950,2,1,710,1157,"2",0,0,4,7,710,0,1943,0,"98102",47.6413,-122.329,1370,1173 +"0952006823","20141202T000000",380000,3,2.5,1260,900,"2",0,0,3,7,940,320,2007,0,"98116",47.5621,-122.384,1310,1415 +"3832050760","20140828T000000",270000,3,2.5,1870,5000,"2",0,0,3,7,1870,0,2009,0,"98042",47.3339,-122.055,2170,5399 +"2767604724","20141015T000000",505000,2,2.5,1430,1201,"3",0,0,3,8,1430,0,2009,0,"98107",47.6707,-122.381,1430,1249 +"6632300207","20150305T000000",385000,3,2.5,1520,1488,"3",0,0,3,8,1520,0,2006,0,"98125",47.7337,-122.309,1520,1497 +"2767600688","20141113T000000",414500,2,1.5,1210,1278,"2",0,0,3,8,1020,190,2007,0,"98117",47.6756,-122.375,1210,1118 +"7570050450","20140910T000000",347500,3,2.5,2540,4760,"2",0,0,3,8,2540,0,2010,0,"98038",47.3452,-122.022,2540,4571 +"7430200100","20140514T000000",1.2225e+006,4,3.5,4910,9444,"1.5",0,0,3,11,3110,1800,2007,0,"98074",47.6502,-122.066,4560,11063 +"4140940150","20141002T000000",572000,4,2.75,2770,3852,"2",0,0,3,8,2770,0,2014,0,"98178",47.5001,-122.232,1810,5641 +"1931300412","20150416T000000",475000,3,2.25,1190,1200,"3",0,0,3,8,1190,0,2008,0,"98103",47.6542,-122.346,1180,1224 +"8672200110","20150317T000000",1.088e+006,5,3.75,4170,8142,"2",0,2,3,10,4170,0,2006,0,"98056",47.5354,-122.181,3030,7980 +"5087900040","20141017T000000",350000,4,2.75,2500,5995,"2",0,0,3,8,2500,0,2008,0,"98042",47.3749,-122.107,2530,5988 +"1972201967","20141031T000000",520000,2,2.25,1530,981,"3",0,0,3,8,1480,50,2006,0,"98103",47.6533,-122.346,1530,1282 +"7502800100","20140813T000000",679950,5,2.75,3600,9437,"2",0,0,3,9,3600,0,2014,0,"98059",47.4822,-122.131,3550,9421 +"0191100405","20150421T000000",1.575e+006,4,3.25,3410,10125,"2",0,0,3,10,3410,0,2007,0,"98040",47.5653,-122.223,2290,10125 +"8956200760","20141013T000000",541800,4,2.5,3118,7866,"2",0,2,3,9,3118,0,2014,0,"98001",47.2931,-122.264,2673,6500 +"7202300110","20140915T000000",810000,4,3,3990,7838,"2",0,0,3,9,3990,0,2003,0,"98053",47.6857,-122.046,3370,6814 +"0249000205","20141015T000000",1.537e+006,5,3.75,4470,8088,"2",0,0,3,11,4470,0,2008,0,"98004",47.6321,-122.2,2780,8964 +"5100403806","20150407T000000",467000,3,2.5,1425,1179,"3",0,0,3,8,1425,0,2008,0,"98125",47.6963,-122.318,1285,1253 +"0844000965","20140626T000000",224000,3,1.75,1500,11968,"1",0,0,3,6,1500,0,2014,0,"98010",47.3095,-122.002,1320,11303 +"7852140040","20140825T000000",507250,3,2.5,2270,5536,"2",0,0,3,8,2270,0,2003,0,"98065",47.5389,-121.881,2270,5731 +"9834201367","20150126T000000",429000,3,2,1490,1126,"3",0,0,3,8,1490,0,2014,0,"98144",47.5699,-122.288,1400,1230 +"3448900210","20141014T000000",610685,4,2.5,2520,6023,"2",0,0,3,9,2520,0,2014,0,"98056",47.5137,-122.167,2520,6023 +"7936000429","20150326T000000",1.0075e+006,4,3.5,3510,7200,"2",0,0,3,9,2600,910,2009,0,"98136",47.5537,-122.398,2050,6200 +"2997800021","20150219T000000",475000,3,2.5,1310,1294,"2",0,0,3,8,1180,130,2008,0,"98116",47.5773,-122.409,1330,1265 +"0263000018","20140521T000000",360000,3,2.5,1530,1131,"3",0,0,3,8,1530,0,2009,0,"98103",47.6993,-122.346,1530,1509 +"6600060120","20150223T000000",400000,4,2.5,2310,5813,"2",0,0,3,8,2310,0,2014,0,"98146",47.5107,-122.362,1830,7200 +"1523300141","20140623T000000",402101,2,0.75,1020,1350,"2",0,0,3,7,1020,0,2009,0,"98144",47.5944,-122.299,1020,2007 +"0291310100","20150116T000000",400000,3,2.5,1600,2388,"2",0,0,3,8,1600,0,2004,0,"98027",47.5345,-122.069,1410,1287 +"1523300157","20141015T000000",325000,2,0.75,1020,1076,"2",0,0,3,7,1020,0,2008,0,"98144",47.5941,-122.299,1020,1357 + +"7203220300","20140724T000000",895990,4,2.75,3555,6565,"2",0,0,3,9,3555,0,2014,0,"98053",47.6847,-122.017,3625,5637 +"4027701220","20140828T000000",259000,3,2,1610,14046,"2",0,0,3,7,1610,0,1933,1988,"98028",47.7704,-122.264,2410,9000 +"0114100758","20141022T000000",420000,2,1,960,112384,"1",0,0,3,7,960,0,1955,0,"98028",47.7642,-122.234,1210,24875 +"9376301110","20140519T000000",518000,3,2.5,1680,2096,"2",0,0,3,8,1380,300,2008,0,"98117",47.6904,-122.37,1360,2096 +"9371700085","20140722T000000",425000,3,1.75,1380,8182,"1",0,0,5,7,1380,0,1942,0,"98133",47.7513,-122.349,1300,8188 +"2122049096","20140808T000000",182500,2,1,1040,13920,"1",0,0,3,6,1040,0,1973,0,"98198",47.3756,-122.306,1100,7575 +"0546000245","20140716T000000",549900,3,1.5,1380,3031,"1.5",0,0,4,7,1380,0,1929,0,"98117",47.6889,-122.38,1440,4005 +"2783600210","20140916T000000",445000,3,1.75,1850,16863,"1",0,0,4,7,1280,570,1980,0,"98034",47.7166,-122.225,1790,9000 +"5210200184","20140606T000000",452000,2,1.75,1740,5400,"1",0,0,4,7,990,750,1946,0,"98115",47.6971,-122.282,1980,5400 +"2125049133","20141104T000000",715000,5,1.75,1920,6500,"1",0,0,3,7,1260,660,1951,0,"98112",47.6394,-122.308,1970,5500 +"7940710100","20140911T000000",559000,3,2.5,2010,5200,"2",0,0,3,8,2010,0,1989,0,"98034",47.7142,-122.203,1860,4400 +"6072800246","20140702T000000",3.3e+006,5,6.25,8020,21738,"2",0,0,3,11,8020,0,2001,0,"98006",47.5675,-122.189,4160,18969 +"5466700450","20141015T000000",250000,4,1.75,1860,7350,"1",0,0,4,7,1090,770,1977,0,"98031",47.3979,-122.174,1710,7350 +"1425039029","20140923T000000",1.23e+006,5,4,4390,6656,"2",0,0,3,9,2930,1460,2008,0,"98199",47.648,-122.397,1560,6656 +"0422069067","20150512T000000",276500,4,2.25,2380,128937,"1",0,0,4,7,2380,0,1960,0,"98038",47.4253,-122.043,1030,114998 +"2472920740","20141114T000000",440000,4,2.5,2880,7386,"2",0,0,4,9,2880,0,1987,0,"98058",47.4397,-122.15,2420,7663 +"2338800100","20140508T000000",543200,6,2.25,2820,15600,"1.5",0,2,5,7,1970,850,1940,0,"98166",47.4635,-122.362,2520,7797 +"3524039060","20140601T000000",250000,1,1,750,4000,"1",0,0,3,6,750,0,1918,0,"98136",47.5243,-122.39,1770,4850 +"7539900040","20140728T000000",625000,4,2.5,1750,9000,"1",0,0,3,8,1410,340,1977,2003,"98052",47.6403,-122.105,2120,9600 +"1646502055","20140613T000000",530100,3,1,1540,3399,"1.5",0,0,3,7,1200,340,1926,0,"98117",47.6853,-122.359,1500,3914 +"1025049268","20140721T000000",549900,2,1.75,1140,936,"2",0,0,3,8,940,200,2014,0,"98105",47.6647,-122.284,1160,1327 +"0324059076","20150311T000000",430000,4,1.5,1560,6534,"1",0,0,4,7,1560,0,1962,0,"98007",47.6012,-122.152,1560,6969 +"1853080730","20141210T000000",835000,3,2.5,2960,6856,"2",0,0,3,10,2960,0,2009,0,"98074",47.5906,-122.057,3320,6856 +"6708200040","20140507T000000",409500,4,2.75,2140,13000,"1",0,0,3,7,1320,820,1968,0,"98028",47.7683,-122.252,2360,11000 +"3438501452","20140520T000000",329000,4,2.5,1600,6765,"1",0,0,3,7,830,770,1947,2011,"98106",47.5469,-122.365,1600,8942 +"9287802380","20140522T000000",940000,4,2.75,2080,4000,"1.5",0,0,3,8,2080,0,1912,2000,"98107",47.6737,-122.358,1730,5000 +"2652501513","20140813T000000",539950,3,2,1560,3200,"1.5",0,0,3,7,1560,0,1910,2007,"98109",47.6398,-122.356,1240,3600 +"2421059125","20150414T000000",579950,4,2.5,2880,213444,"1",0,0,5,8,2140,740,1984,0,"98092",47.2887,-122.109,2810,213444 +"1250202990","20140611T000000",881000,5,3,2510,4125,"1.5",0,3,5,8,1590,920,1925,0,"98144",47.5968,-122.29,2190,5415 +"6914700165","20140804T000000",362500,3,1,960,5424,"1.5",0,0,3,6,960,0,1916,0,"98115",47.6997,-122.32,1550,5687 +"0920069052","20150421T000000",243950,2,1,1120,35500,"1",0,0,5,6,1120,0,1961,0,"98022",47.2411,-122.043,1680,66022 +"7853310590","20140529T000000",658000,4,2.75,3310,6166,"2",0,0,3,9,3310,0,2008,0,"98065",47.521,-121.877,3200,7027 +"1898600100","20141124T000000",218250,3,1.5,1080,9774,"1",0,0,3,7,1080,0,1968,0,"98023",47.3155,-122.401,1190,9611 +"5611500100","20140522T000000",655000,4,2.5,2860,12394,"2",0,0,3,10,2860,0,1999,0,"98075",47.5832,-122.026,3070,8515 +"1796370590","20150305T000000",255000,3,2,1490,7599,"1",0,0,3,7,1490,0,1990,0,"98042",47.3687,-122.088,1560,7710 +"7831800110","20150115T000000",215000,3,1,1210,7175,"1",0,0,3,7,1210,0,1918,0,"98106",47.5339,-122.356,1640,5850 +"4218400175","20150223T000000",1.265e+006,3,1.75,2240,5657,"1.5",0,2,4,8,1910,330,1941,0,"98105",47.6621,-122.27,2970,5657 +"5317100750","20140711T000000",2.92e+006,4,4.75,4575,24085,"2.5",0,2,5,10,3905,670,1926,0,"98112",47.6263,-122.284,3900,9687 +"3365900175","20150402T000000",424305,3,2.5,1600,5960,"2",0,2,5,8,1600,0,1910,0,"98168",47.4758,-122.265,1410,13056 +"7649900175","20140520T000000",494000,4,1.75,2090,4300,"1.5",0,0,4,7,1250,840,1925,0,"98136",47.5555,-122.397,1670,5000 +"8159600360","20140605T000000",560000,4,2.5,2260,3713,"2",0,0,3,9,2260,0,2003,0,"98034",47.7247,-122.165,2260,3713 +"9272202260","20140924T000000",130000,3,1,1200,7000,"2",0,0,1,7,1200,0,1908,0,"98116",47.5883,-122.384,3290,6000 +"2820069048","20150504T000000",468000,4,2.5,2480,176418,"1.5",0,3,5,8,2480,0,1927,0,"98022",47.1941,-122.038,1640,112384 +"6744700343","20141209T000000",480000,5,3,2240,15435,"1",0,1,5,7,1390,850,1952,0,"98155",47.7426,-122.288,2240,10750 +"0925049318","20140811T000000",475000,3,1.75,1550,4054,"1.5",0,0,4,7,1550,0,1926,0,"98115",47.6743,-122.301,1510,3889 +"6648700150","20150225T000000",285000,4,1.75,2130,8151,"1",0,0,4,7,1330,800,1967,0,"98031",47.3932,-122.201,1600,8587 +"0510001400","20140630T000000",765000,5,3,2870,5700,"1",0,0,3,7,1950,920,1964,0,"98103",47.6621,-122.33,1730,5529 +"7606200090","20150327T000000",208000,2,1,1160,5750,"1",0,0,4,6,1160,0,1924,0,"98065",47.5322,-121.829,1160,8250 +"8562890590","20141003T000000",372000,3,2.5,2430,5000,"2",0,0,3,8,2430,0,2001,0,"98042",47.3786,-122.127,2910,5620 +"0441000115","20141209T000000",470000,2,1,900,5512,"1",0,0,3,7,900,0,1947,0,"98115",47.6877,-122.289,1270,5512 +"3876200330","20140626T000000",451000,5,2.75,2830,8925,"1.5",0,0,3,7,2830,0,1967,0,"98034",47.731,-122.179,1700,8539 +"1508210100","20140827T000000",442200,4,1.75,1620,8132,"1",0,0,3,8,1620,0,1974,0,"98052",47.6788,-122.11,1920,8400 +"2944500330","20140825T000000",330000,4,2.5,2510,8580,"2",0,0,4,8,2510,0,1991,2012,"98023",47.295,-122.37,2290,7809 +"4302200625","20140924T000000",335000,3,1.75,1790,5120,"1",0,0,4,6,940,850,1949,0,"98106",47.5277,-122.355,1160,5120 +"2722049246","20141114T000000",280000,3,2,1640,13249,"1",0,0,3,7,1640,0,1995,0,"98032",47.3589,-122.281,1640,9240 +"0142000175","20140822T000000",625000,3,1.75,2240,6050,"1",0,0,4,8,1250,990,1950,0,"98116",47.5658,-122.4,1720,6050 +"9558041130","20140903T000000",345000,3,2.5,1870,3584,"2",0,0,3,8,1870,0,2003,0,"98058",47.4521,-122.121,1900,3920 +"5112800210","20141024T000000",255950,4,1,1500,11050,"1",0,0,5,7,1500,0,1964,0,"98058",47.4509,-122.088,1970,20800 +"2461900850","20150105T000000",570000,4,1,1490,6000,"1.5",0,0,3,7,1490,0,1918,0,"98136",47.5518,-122.385,1700,6000 +"0647100096","20150331T000000",685000,3,1.5,2230,8558,"2",0,0,3,8,2230,0,1960,0,"98040",47.5833,-122.219,2200,8558 +"2787311110","20140902T000000",273148,3,1.75,1710,7210,"1",0,0,4,7,1240,470,1974,0,"98031",47.4094,-122.175,1840,7245 +"1545801500","20140625T000000",246500,3,2.5,1620,7686,"2",0,0,3,7,1620,0,1989,0,"98038",47.3613,-122.053,1370,7686 +"3811300110","20150406T000000",349950,5,2.5,2250,7176,"1",0,0,3,7,1310,940,1983,0,"98055",47.4486,-122.194,1550,9081 +"7519001321","20150210T000000",545000,4,2,1700,2350,"1",0,0,3,6,850,850,1926,2014,"98117",47.6865,-122.366,1600,4160 +"8641500252","20150227T000000",403000,3,2.5,1502,1400,"3",0,0,3,7,1502,0,2005,0,"98115",47.6951,-122.305,1377,1466 +"8562891240","20150211T000000",299950,4,2.5,1900,4054,"2",0,0,3,7,1900,0,2003,0,"98042",47.3767,-122.124,2520,4085 +"8644210110","20150501T000000",792000,3,2.5,3320,12840,"1",0,0,3,10,2600,720,1990,0,"98075",47.5783,-121.994,3230,14933 +"8024202380","20141002T000000",418000,5,2.5,1980,10205,"1",0,0,4,7,1080,900,1929,0,"98115",47.699,-122.307,1310,5413 +"5006000035","20150427T000000",332500,4,1,1670,8102,"1.5",0,0,3,6,1670,0,1944,0,"98166",47.4692,-122.355,1310,7906 +"0421069081","20150127T000000",337000,3,2.5,2235,43560,"1",0,0,5,7,990,1245,1975,0,"98010",47.3326,-122.046,1460,29621 +"5053300015","20150121T000000",212000,2,1,1070,7386,"1",0,0,3,6,1070,0,1949,0,"98108",47.5434,-122.298,1330,6351 +"8857320120","20150310T000000",542000,2,2.25,1800,2819,"2",0,2,4,9,1800,0,1979,0,"98008",47.6104,-122.113,1800,2755 +"7852110690","20140522T000000",622500,4,2.5,2980,8107,"2",0,0,3,9,2980,0,2000,0,"98065",47.5389,-121.876,2750,7760 +"6084600330","20140829T000000",260000,3,1.75,1670,8511,"1",0,0,3,7,1340,330,1985,0,"98001",47.3257,-122.276,1580,7218 +"5561000330","20150505T000000",525000,3,1.75,2620,38350,"1",0,0,4,8,1320,1300,1977,0,"98027",47.4619,-121.991,2170,36962 +"2225059273","20141114T000000",975000,5,3.5,5470,35071,"2",0,0,3,11,4590,880,1976,0,"98005",47.6368,-122.159,3600,35074 +"1370803445","20140909T000000",1.14e+006,4,1.75,3080,6500,"1",0,0,4,9,1700,1380,1941,0,"98199",47.6353,-122.402,2960,5711 +"1236300268","20150303T000000",500000,3,1,940,10360,"1",0,0,4,7,940,0,1964,0,"98033",47.688,-122.19,2019,10360 +"7752700110","20140618T000000",554000,5,2.25,1870,11411,"1",0,0,4,8,1170,700,1961,0,"98155",47.7445,-122.289,2420,10793 +"2781250230","20140605T000000",343000,4,2.5,2070,4500,"2",0,0,3,7,2070,0,2004,0,"98038",47.3497,-122.026,2760,5173 +"4027701055","20150424T000000",515000,2,1.75,950,15219,"1",0,0,3,8,950,0,2009,0,"98028",47.7723,-122.262,1560,12416 +"2755200040","20140712T000000",492000,2,1,1290,6272,"1",0,0,4,6,890,400,1922,0,"98115",47.6777,-122.305,1260,5376 +"2193320450","20150213T000000",655000,4,3,2570,8022,"1",0,0,4,8,1370,1200,1984,0,"98052",47.6956,-122.099,2090,8022 +"2895550330","20150506T000000",290000,3,2.5,1600,6848,"2",0,0,3,7,1600,0,2000,0,"98001",47.3303,-122.271,1700,7210 +"8712100790","20140701T000000",952500,4,1.5,2550,5055,"2",0,0,4,10,2550,0,1910,0,"98112",47.636,-122.301,1970,4431 +"7883603700","20140822T000000",235000,2,1,1010,7500,"1",0,0,3,7,1010,0,1941,0,"98108",47.5283,-122.32,1220,6000 +"3438502731","20150401T000000",323000,3,1.5,1720,7110,"1",0,0,3,8,1720,0,1955,0,"98106",47.5417,-122.355,1730,6840 +"2025049161","20140506T000000",1.05e+006,3,2.5,2200,1970,"2",0,0,3,9,1610,590,2008,0,"98102",47.6426,-122.327,1890,3505 +"1222029077","20141029T000000",265000,0,0.75,384,213444,"1",0,0,3,4,384,0,2003,0,"98070",47.4177,-122.491,1920,224341 +"5706500385","20150129T000000",200000,2,1,1400,9600,"1.5",0,0,4,6,1400,0,1941,0,"98022",47.2113,-121.993,1230,9600 +"4024101254","20141204T000000",419995,3,2.25,1830,7500,"1",0,0,4,7,1330,500,1968,0,"98155",47.7574,-122.31,1830,8720 +"7923250090","20150310T000000",1.5e+006,3,3,3110,9015,"1",0,4,4,10,1590,1520,1980,0,"98033",47.6624,-122.202,3150,11447 +"6675500082","20140812T000000",455000,3,2.5,1600,7829,"2",0,0,3,7,1600,0,1987,0,"98034",47.7288,-122.227,1580,9104 +"4046710180","20150325T000000",660000,3,3.5,3600,37982,"2",0,0,4,8,3600,0,1996,0,"98014",47.6982,-121.917,2050,18019 +"1771000760","20140513T000000",319000,3,1,1390,12823,"1",0,0,4,7,1390,0,1968,0,"98077",47.7438,-122.075,1390,10095 +"3421069044","20141223T000000",390000,3,1.75,2092,250905,"1",0,0,3,7,2092,0,1981,0,"98022",47.2664,-122.027,2092,217800 +"6600000330","20140627T000000",718500,3,1.5,1200,6240,"1",0,0,3,8,1030,170,1952,0,"98112",47.6222,-122.287,2810,6240 +"2041000025","20141203T000000",474000,2,1,1090,3160,"1",0,0,3,7,840,250,1926,0,"98109",47.6385,-122.344,1070,3160 +"2215500230","20140825T000000",615750,4,2,2140,6360,"2",0,0,3,7,1840,300,1945,0,"98115",47.687,-122.286,1690,6360 +"6639900176","20141114T000000",551000,3,2.5,2010,17362,"2",0,0,3,8,2010,0,1994,0,"98033",47.6904,-122.176,1920,7200 +"0104510180","20150211T000000",230000,3,2.25,1500,7210,"1",0,0,3,7,1150,350,1984,0,"98023",47.3124,-122.352,1500,7210 +"7202360760","20140711T000000",790000,4,2.5,3500,9198,"2",0,0,3,9,3500,0,2004,0,"98053",47.6785,-122.025,3990,8598 +"3879901285","20150326T000000",1.23e+006,3,2.5,2660,1967,"3",0,3,3,9,1870,790,2007,0,"98119",47.6264,-122.363,1640,1369 +"1559900110","20141223T000000",325000,3,2.25,1440,6443,"2",0,0,3,7,1440,0,1995,0,"98019",47.7471,-121.979,1700,6749 +"7202260040","20140801T000000",705000,4,2.75,2780,6207,"2",0,0,3,8,2780,0,2001,0,"98053",47.6867,-122.038,2660,5592 +"7334600730","20141211T000000",259000,4,1.75,1580,8856,"2",0,0,3,7,1580,0,1979,0,"98045",47.4694,-121.745,1390,9490 +"1723049419","20141204T000000",306000,3,1.5,1250,8700,"1",0,0,4,7,1250,0,1959,0,"98168",47.4744,-122.328,1300,8700 +"3438501081","20141215T000000",315000,3,1,970,6828,"1",0,0,3,6,970,0,1928,0,"98106",47.5476,-122.36,1160,11666 +"2916200054","20150413T000000",392500,3,1,1100,7650,"1",0,0,3,7,1100,0,1952,0,"98133",47.7219,-122.354,1430,7650 +"3024059149","20141112T000000",1.065e+006,4,2.25,3240,12930,"2",0,0,4,9,2730,510,1968,0,"98040",47.5373,-122.22,2610,12884 +"1862400528","20140716T000000",350500,2,2.5,1290,1445,"3",0,0,3,8,1290,0,1999,0,"98117",47.6955,-122.376,1470,1503 +"6329000385","20140618T000000",825000,4,3.5,3810,9792,"2",0,0,3,9,3810,0,1938,2013,"98146",47.5018,-122.38,1950,9792 +"7812800215","20140808T000000",235000,4,1,1500,6360,"1.5",0,0,3,6,1500,0,1944,0,"98178",47.4979,-122.24,1190,6360 +"2324079057","20150302T000000",650000,3,2,2660,257875,"1",0,2,4,8,1530,1130,1976,0,"98024",47.553,-121.887,1710,64033 +"1982201485","20140512T000000",675000,4,3,2400,3340,"1",0,0,4,7,1200,1200,1964,0,"98107",47.6646,-122.365,1520,3758 +"0740500040","20141001T000000",265000,4,1,1860,8505,"1",0,0,4,7,1860,0,1955,0,"98055",47.4406,-122.194,1560,8505 +"3025049052","20140812T000000",822500,2,1,1450,7098,"1",0,4,3,7,1450,0,1924,0,"98109",47.63,-122.349,2390,6098 +"5244801255","20150428T000000",705000,3,2.75,2260,4000,"2",0,0,4,8,1540,720,1956,0,"98109",47.6435,-122.353,2120,4000 +"2397101606","20141208T000000",2.63e+006,6,4.75,5540,7200,"2.5",0,2,4,11,3950,1590,1909,0,"98119",47.6361,-122.366,2930,7200 +"7234601445","20140623T000000",685000,2,1.5,1300,1676,"1",0,2,3,7,1300,0,1943,0,"98122",47.6133,-122.308,1260,1740 +"3693901105","20141020T000000",630000,4,2,1610,5000,"2",0,0,5,7,1610,0,1946,0,"98117",47.6775,-122.398,1300,4950 +"3124059006","20140508T000000",1.25e+006,4,3.25,3820,24166,"2",0,1,4,11,3310,510,1990,0,"98040",47.5263,-122.227,2900,18786 +"2523039310","20150112T000000",359000,4,2.5,1820,11325,"1",0,0,3,8,1390,430,1976,0,"98166",47.4574,-122.361,1990,10802 +"5469650040","20150316T000000",784500,4,5,5820,13906,"2",0,0,3,11,3750,2070,1993,0,"98042",47.3814,-122.164,2980,13000 +"5021900945","20140703T000000",850000,3,2,2470,8800,"2",0,0,3,9,2470,0,1961,2004,"98040",47.5753,-122.222,2340,10980 +"1152700220","20140903T000000",410000,3,2.5,3040,6054,"2",0,0,3,9,3040,0,2005,0,"98042",47.3508,-122.163,2650,6054 +"1423900220","20140709T000000",252000,4,1.75,1120,8250,"1",0,0,4,7,1120,0,1966,0,"98058",47.4555,-122.177,1330,7975 +"3425059066","20140812T000000",618000,5,1.75,1880,18295,"1",0,0,4,7,1880,0,1955,0,"98005",47.6059,-122.154,2180,20674 +"5347200165","20141002T000000",265000,3,1,1070,4800,"1",0,0,3,6,970,100,1947,0,"98126",47.5187,-122.377,1120,1198 +"5145100300","20140918T000000",465000,3,2,1560,8509,"1",0,0,3,8,790,770,1969,0,"98034",47.7261,-122.22,1410,7428 +"6141100395","20150204T000000",240000,2,1,870,6552,"1",0,0,3,6,870,0,1947,0,"98133",47.7188,-122.353,1500,6678 +"5153200506","20140731T000000",217000,3,1,1000,12000,"1",0,0,3,7,1000,0,1959,0,"98023",47.3321,-122.346,1490,14940 +"9122000385","20140806T000000",415000,4,2.25,2520,4200,"1.5",0,0,4,7,1510,1010,1909,0,"98144",47.5814,-122.312,1460,4200 +"3279000120","20141222T000000",274000,2,2,1700,7992,"1",0,0,4,7,950,750,1980,0,"98023",47.3031,-122.385,1700,8030 +"3438503223","20150223T000000",420000,5,3,2150,6117,"1",0,0,3,7,1370,780,2003,0,"98106",47.538,-122.356,1990,6064 +"6788201240","20150318T000000",1.0625e+006,4,2.75,1590,6000,"1.5",0,0,4,8,1590,0,1925,0,"98112",47.6401,-122.299,1590,4000 +"4139900120","20140605T000000",1.415e+006,4,5.25,4670,43950,"2",0,0,3,12,4670,0,1989,0,"98006",47.5456,-122.126,4900,35000 +"1868900775","20140505T000000",618500,3,2,1800,5000,"1",0,0,4,7,1080,720,1942,0,"98115",47.6738,-122.297,1800,5000 +"0764000180","20150109T000000",295000,3,1.5,1670,10800,"1",0,0,4,8,1670,0,1956,0,"98022",47.2004,-122.003,1670,9169 +"3578400910","20150316T000000",400000,3,2,1010,12252,"1",0,0,3,8,1010,0,1980,0,"98074",47.6224,-122.045,1840,11497 +"5631500191","20150326T000000",595000,3,2.5,2550,6677,"2",0,0,3,8,2550,0,2002,0,"98028",47.7336,-122.232,1930,7217 +"6448000100","20140617T000000",1.728e+006,4,3,3700,20570,"1",0,0,4,10,1850,1850,1976,0,"98004",47.6212,-122.224,3080,17595 +"1545801340","20141231T000000",261000,3,1.75,1350,7686,"1",0,0,3,7,1350,0,1987,0,"98038",47.3617,-122.052,1370,7686 +"5244800915","20141016T000000",780000,5,2.5,1660,4000,"1.5",0,0,5,8,1660,0,1929,0,"98109",47.6452,-122.352,1210,4000 +"4217400590","20141118T000000",589000,3,1.5,1390,5040,"1",0,0,3,7,1090,300,1947,0,"98105",47.6611,-122.282,1910,4800 +"1683600110","20150305T000000",230000,3,1.75,1720,9125,"1",0,0,4,7,1140,580,1981,0,"98092",47.3173,-122.181,1120,7506 +"3630090110","20141018T000000",690000,4,3.5,2980,2147,"2.5",0,0,3,10,2490,490,2006,0,"98029",47.5463,-121.995,2880,2428 +"1785400210","20150129T000000",524000,4,2.25,2190,15491,"2",0,0,3,8,2190,0,1981,0,"98074",47.6299,-122.039,2090,15039 +"3319500317","20140522T000000",380000,2,2.5,1230,987,"2",0,0,3,7,1060,170,2011,0,"98144",47.6007,-122.305,1290,1328 +"2492200256","20141112T000000",357500,3,1,1000,4080,"1",0,0,4,7,740,260,1945,0,"98126",47.5351,-122.381,1480,4080 +"3797300110","20141027T000000",330000,3,2,2500,10697,"1",0,0,3,8,2500,0,1994,0,"98022",47.1927,-122.01,2560,9772 +"1870400615","20150309T000000",635000,5,1.75,2240,4750,"1",0,0,4,7,1120,1120,1920,0,"98115",47.6727,-122.293,1980,4750 +"8823901445","20150313T000000",934000,9,3,2820,4480,"2",0,0,3,7,1880,940,1918,0,"98105",47.6654,-122.307,2460,4400 +"3630000150","20150128T000000",358500,2,1.75,1400,865,"2",0,0,3,8,1110,290,2005,0,"98029",47.5478,-121.999,1380,1107 +"5727500301","20141006T000000",401000,3,1.5,1470,6867,"1",0,0,3,8,1470,0,1955,0,"98155",47.7495,-122.327,1470,6523 +"4167960330","20150109T000000",270000,3,2,1820,7750,"1",0,0,3,8,1820,0,1992,0,"98023",47.3169,-122.352,2080,8084 +"2484700155","20141014T000000",705000,4,2,2060,6000,"1",0,1,4,8,1370,690,1954,0,"98136",47.5237,-122.383,2060,6600 +"4046700300","20141030T000000",325000,3,2,1670,17071,"1",0,0,3,7,1100,570,1988,0,"98014",47.69,-121.913,1660,15593 +"4365200865","20140902T000000",384950,3,1,1540,7740,"1",0,0,4,7,1540,0,1909,0,"98126",47.522,-122.375,1220,7740 +"6713700205","20140715T000000",310000,3,1,1210,9730,"1",0,0,4,7,1210,0,1953,0,"98133",47.762,-122.355,1470,9730 +"0293800900","20141006T000000",829950,4,2.5,3430,42775,"2",0,0,3,10,3430,0,1992,0,"98077",47.765,-122.045,3190,36820 +"3375800220","20150330T000000",353000,3,2.5,2550,6021,"2",0,0,3,7,2550,0,2002,0,"98030",47.3828,-122.211,2080,6021 +"8898700820","20140707T000000",170500,2,1,1060,7700,"1",0,0,3,7,820,240,1981,0,"98055",47.4599,-122.205,1370,8833 +"2725069156","20140716T000000",885250,4,2.5,3670,49658,"2",0,0,3,10,3670,0,1999,0,"98074",47.6219,-122.015,3040,49658 +"8043700300","20140608T000000",2.7e+006,4,3.25,4420,7850,"2",1,4,3,11,3150,1270,2001,0,"98008",47.572,-122.102,2760,8525 +"2372800100","20140925T000000",245000,3,1.5,1550,9126,"1",0,0,5,7,1550,0,1957,0,"98022",47.2012,-122,1450,9282 +"7518501822","20141017T000000",469000,3,2.5,1190,1290,"3",0,0,3,8,1190,0,2008,0,"98107",47.6762,-122.378,1410,1923 +"1928300620","20140608T000000",455000,3,1,1300,3550,"1.5",0,0,3,7,1300,0,1927,0,"98105",47.6696,-122.32,1410,4080 +"1402950100","20141121T000000",305000,4,2.5,2430,5959,"2",0,0,3,8,2430,0,2002,0,"98092",47.3348,-122.19,2100,5414 +"2616800600","20140530T000000",840000,7,4.5,4290,37607,"1.5",0,0,5,10,4290,0,1982,0,"98027",47.4812,-122.033,2810,40510 +"2597530760","20140623T000000",905000,5,3.5,3500,10155,"2",0,0,3,10,2570,930,1996,0,"98006",47.5415,-122.133,2940,10753 +"7345200650","20141231T000000",219200,3,2,1680,7000,"1.5",0,0,4,7,1680,0,1968,0,"98002",47.2775,-122.203,1540,7480 +"0259800750","20150223T000000",455000,3,1.5,1250,8004,"1",0,0,3,7,1250,0,1965,0,"98008",47.6285,-122.117,1450,7931 +"0723049197","20140627T000000",195000,2,1,1020,8100,"1",0,0,3,6,1020,0,1940,0,"98168",47.4971,-122.334,1200,12500 +"2883200775","20141113T000000",799000,3,1,1510,4178,"2",0,0,3,8,1510,0,1902,1979,"98103",47.6849,-122.335,2140,4916 +"3995700245","20140627T000000",285000,2,1,910,8155,"1",0,0,4,6,910,0,1948,0,"98155",47.7399,-122.3,1240,8155 +"1775900220","20140922T000000",300000,3,1.5,1320,15053,"1",0,0,3,7,1320,0,1979,0,"98072",47.7405,-122.095,1250,13368 +"7999600180","20140529T000000",83000,2,1,900,8580,"1",0,0,3,5,900,0,1918,0,"98168",47.4727,-122.27,2060,6533 +"6145601745","20150414T000000",220000,2,1,890,4804,"1",0,0,4,7,890,0,1928,0,"98133",47.7027,-122.346,1010,3844 +"0818500100","20140603T000000",174500,2,2.5,1240,2689,"2",0,0,3,7,1240,0,1986,0,"98003",47.3236,-122.323,1430,3609 +"3904920730","20150427T000000",695000,4,2.5,2960,10760,"2",0,0,3,9,2960,0,1987,0,"98029",47.5677,-122.013,2480,9528 +"3211000040","20141204T000000",255000,3,1.5,1020,11410,"1",0,0,3,7,1020,0,1959,0,"98059",47.4811,-122.162,1290,8400 +"9557300040","20150225T000000",539000,5,2.25,2590,7245,"1",0,0,3,8,1510,1080,1973,0,"98008",47.6398,-122.111,1930,7245 +"7011201482","20150317T000000",552700,2,1,1100,2800,"1",0,0,3,7,1100,0,1925,0,"98119",47.6361,-122.371,1110,1673 +"5315100667","20140603T000000",571500,3,1,1300,6710,"1",0,0,4,6,1300,0,1952,0,"98040",47.5851,-122.242,1630,9946 +"8598900157","20150313T000000",263700,3,1,1200,6561,"1",0,0,3,6,1200,0,1950,1968,"98177",47.7763,-122.36,1340,9450 +"1346300150","20141020T000000",3.3e+006,8,4,7710,11750,"3.5",0,0,5,12,6090,1620,1904,0,"98112",47.6263,-122.314,4210,8325 +"9268710220","20140528T000000",186950,2,2,1390,1302,"2",0,0,3,7,1390,0,1986,0,"98003",47.3089,-122.33,1390,1302 +"2224079086","20141110T000000",520000,3,1.75,1430,53628,"2",0,0,3,8,1430,0,1985,0,"98024",47.5577,-121.891,2100,53628 +"1761600150","20140730T000000",358000,3,1.5,1250,7194,"1",0,0,4,7,1250,0,1969,0,"98034",47.7298,-122.231,1340,7242 +"2123049086","20140807T000000",210000,2,0.75,840,49658,"1",0,0,2,6,840,0,1948,0,"98168",47.4727,-122.292,1240,11000 +"4389201095","20150511T000000",3.65e+006,5,3.75,5020,8694,"2",0,1,3,12,3970,1050,2007,0,"98004",47.6146,-122.213,4190,11275 +"2802200100","20140811T000000",543000,4,2.25,2060,8767,"2",0,0,3,8,2060,0,1983,0,"98052",47.7228,-122.103,1610,8062 +"6706000040","20150423T000000",330000,4,2.25,2000,10679,"1",0,0,3,7,1350,650,1960,0,"98148",47.4238,-122.329,1650,8875 +"9828701690","20140806T000000",529000,3,2,1530,3400,"1",0,0,3,7,990,540,1907,2014,"98112",47.6204,-122.296,1880,4212 +"7891600165","20140627T000000",295000,1,1,700,2500,"1",0,0,4,7,700,0,1907,0,"98106",47.5662,-122.364,1340,5000 +"1238500978","20140922T000000",365000,3,1,950,8450,"1",0,0,3,7,950,0,1962,0,"98033",47.6884,-122.186,1610,10080 +"8673400141","20141015T000000",473000,3,3,1380,1081,"3",0,0,3,8,1380,0,2005,0,"98107",47.6692,-122.39,1390,1140 +"9421500150","20140623T000000",403500,3,1,1830,8004,"1",0,0,3,8,1200,630,1960,0,"98125",47.7259,-122.297,1860,7971 +"0148000035","20140602T000000",544000,3,1.5,1790,8203,"1.5",0,1,3,7,1790,0,1910,0,"98116",47.5768,-122.403,1960,6047 +"2436700395","20141023T000000",621000,3,1,1340,4000,"1.5",0,0,4,7,1340,0,1927,0,"98105",47.6652,-122.288,1510,4000 +"8010100040","20140801T000000",672600,3,2.25,1520,5750,"2",0,0,3,8,1400,120,1908,2006,"98116",47.5787,-122.388,1420,5650 +"1193000220","20150407T000000",689800,2,1.75,1370,3125,"1",0,0,3,7,1090,280,1950,0,"98199",47.6492,-122.391,1730,5966 +"8827901415","20150507T000000",613000,3,1.5,1470,4480,"1",0,0,4,7,1130,340,1918,0,"98105",47.6693,-122.291,2120,4480 +"7732410220","20140701T000000",808000,4,2.25,2500,8866,"2",0,0,4,9,2500,0,1987,0,"98007",47.6604,-122.146,2630,8847 +"0415100015","20140725T000000",301000,3,1,1060,9241,"1",0,0,4,7,1060,0,1956,0,"98133",47.7465,-122.339,1900,6484 +"2130400150","20140925T000000",340000,3,1.75,1210,9635,"1",0,0,4,7,1210,0,1987,0,"98019",47.7382,-121.98,1550,10707 +"1555200590","20141223T000000",206000,3,1,920,8400,"1",0,0,3,7,920,0,1963,0,"98032",47.3771,-122.287,1260,8400 +"2174503500","20141103T000000",550000,3,1.5,1340,6000,"1",0,0,4,7,1340,0,1960,0,"98040",47.5866,-122.25,1590,9000 +"6371500120","20141224T000000",325000,2,1,960,4800,"1.5",0,0,2,6,960,0,1912,0,"98116",47.5752,-122.411,1440,4800 +"3904900610","20141012T000000",475000,3,2.5,1630,7586,"2",0,0,3,8,1630,0,1986,0,"98029",47.5689,-122.023,2090,7330 +"9527000490","20140730T000000",432100,3,1.75,1840,7350,"1",0,0,3,8,1310,530,1976,0,"98034",47.7089,-122.23,1860,7000 +"2457200120","20150303T000000",359000,3,2,3085,7280,"1",0,0,4,7,1560,1525,1959,0,"98056",47.4956,-122.181,1480,7900 +"3501600100","20150105T000000",490000,3,1,920,4800,"1",0,0,4,6,780,140,1926,0,"98117",47.6937,-122.362,1370,4800 +"1245001295","20140522T000000",648360,4,1.75,2260,7005,"1",0,1,4,7,1130,1130,1947,0,"98033",47.6895,-122.207,2330,9180 +"9536601295","20141007T000000",340000,3,1.75,1730,11986,"1",0,3,5,6,1730,0,1918,0,"98198",47.3595,-122.323,2490,9264 +"2205700180","20150403T000000",545000,3,2,1610,8069,"1",0,0,5,7,1090,520,1955,0,"98006",47.5754,-122.15,1510,8803 +"0623049232","20140715T000000",115000,2,0.75,550,7980,"1",0,0,3,5,550,0,1952,0,"98146",47.511,-122.348,1330,7980 +"9413600100","20150219T000000",705640,3,2.25,2400,12350,"1",0,0,4,8,1420,980,1968,0,"98033",47.6533,-122.192,2615,12043 +"6064800410","20140730T000000",300000,3,2.25,1960,1585,"2",0,0,3,7,1750,210,2003,0,"98118",47.5414,-122.288,1760,1958 +"8964800975","20140731T000000",1.65e+006,4,2.75,3190,14904,"1",0,3,4,9,1940,1250,1949,1992,"98004",47.6178,-122.214,2600,11195 +"4473400155","20150417T000000",1.1375e+006,4,3.5,3160,4200,"2",0,4,3,8,2180,980,1999,0,"98144",47.5963,-122.292,2180,5200 +"7657000210","20140818T000000",280000,3,1.75,1550,7410,"1.5",0,0,5,7,1550,0,1944,0,"98178",47.4951,-122.237,1250,7467 +"8732040180","20141219T000000",245000,4,1.75,1930,7650,"1",0,0,4,8,1280,650,1981,0,"98023",47.3078,-122.386,1860,8800 +"9547202950","20141030T000000",564000,4,1,1170,4590,"1.5",0,0,4,7,1170,0,1925,0,"98115",47.6804,-122.311,1430,4080 +"1370802770","20140919T000000",849000,3,1.75,2520,4534,"1",0,0,5,9,1460,1060,1954,0,"98199",47.6381,-122.401,1870,5023 +"3885803465","20150409T000000",698000,3,1.75,1220,7447,"1",0,0,4,7,1220,0,1964,0,"98033",47.6886,-122.211,1340,7200 +"2896610210","20140925T000000",319000,3,1,960,8556,"1",0,0,3,7,960,0,1971,0,"98034",47.7245,-122.22,1320,7528 +"3760500455","20150224T000000",1.45e+006,3,3.5,4110,15720,"1",0,1,3,10,2230,1880,2000,0,"98034",47.6996,-122.229,2500,15400 +"3324069541","20140710T000000",695000,4,3.5,3310,21050,"2",0,0,5,9,2400,910,1992,0,"98027",47.5197,-122.041,2260,23400 +"0003600072","20150330T000000",680000,4,2.75,2220,5310,"1",0,0,5,7,1170,1050,1951,0,"98144",47.5801,-122.294,1540,4200 +"2722049218","20141027T000000",287500,4,2.25,2250,12000,"2",0,0,3,8,2250,0,1985,0,"98032",47.3715,-122.274,2140,11871 +"1225039052","20141112T000000",465000,3,3.25,1510,1850,"2",0,2,3,8,1230,280,2001,0,"98107",47.6683,-122.362,1540,1840 +"8807810090","20140925T000000",335000,3,1,1350,14212,"1",0,0,4,6,1350,0,1981,0,"98053",47.6606,-122.06,1520,14404 +"9508850120","20140627T000000",602000,4,1.75,2420,37800,"1",0,0,4,8,1880,540,1981,0,"98053",47.6688,-122.024,2780,35532 +"5126300650","20150225T000000",482000,3,2.5,2950,6545,"2",0,0,3,8,2950,0,2003,0,"98059",47.4828,-122.139,2400,6550 +"6303400965","20140909T000000",220000,5,1,1260,8382,"1.5",0,0,3,7,1260,0,1918,0,"98146",47.5058,-122.355,910,8382 +"7116500925","20140520T000000",206000,4,2,1700,6025,"1",0,0,3,6,1700,0,1978,0,"98002",47.3029,-122.221,1320,5956 +"9241900115","20150324T000000",1.1e+006,4,3,3320,5760,"2",0,0,3,9,2120,1200,1954,2007,"98199",47.6474,-122.389,2400,6144 +"7202330410","20150320T000000",491150,3,2.5,1470,3971,"2",0,0,3,7,1470,0,2003,0,"98053",47.6816,-122.035,1650,3148 +"5151600300","20140812T000000",390000,4,2.75,2500,12848,"1",0,1,3,8,2120,380,1975,0,"98003",47.3364,-122.321,2370,12497 +"1332200100","20150507T000000",393000,4,2.5,2641,8091,"2",0,0,3,7,2641,0,1998,0,"98031",47.4043,-122.213,2641,8535 +"1939130730","20140717T000000",635000,4,2,2260,8457,"2",0,0,3,9,2260,0,1992,0,"98074",47.6251,-122.03,2410,7713 +"0472000015","20140516T000000",490000,2,1,1160,5000,"1",0,0,4,8,1160,0,1937,0,"98117",47.6865,-122.399,1750,5000 +"3667500015","20140925T000000",770000,4,3.5,3680,2242,"2.5",0,0,3,9,2670,1010,1930,2007,"98112",47.6192,-122.307,1350,1288 +"6430000945","20141204T000000",665000,2,2,1615,4590,"1.5",0,0,5,8,1615,0,1906,0,"98103",47.6886,-122.348,1470,4590 +"0322059161","20141001T000000",287000,3,1,1250,26862,"1",0,0,3,7,1250,0,1965,0,"98058",47.426,-122.154,1530,24463 +"7905200205","20141021T000000",410000,3,1,1230,7020,"1",0,0,3,7,1090,140,1924,0,"98116",47.5719,-122.39,1390,5850 +"1772600665","20150225T000000",562000,3,2,2510,5200,"1",0,0,5,8,1470,1040,1925,0,"98106",47.5631,-122.366,990,5400 +"0203101530","20140530T000000",475000,2,2,1540,54450,"2",0,0,3,7,1540,0,1983,0,"98053",47.638,-121.953,2280,29918 +"0820000018","20141014T000000",387500,3,3.25,1860,2218,"3",0,0,3,8,1860,0,2001,0,"98125",47.7185,-122.313,1860,2218 +"1560800110","20140617T000000",580000,5,2,2700,10875,"1",0,0,4,7,1540,1160,1962,0,"98007",47.6163,-122.138,2040,7464 +"2869200110","20140621T000000",930000,3,2.5,3290,6830,"2",0,0,3,10,3290,0,2000,0,"98052",47.6702,-122.142,3200,6227 +"6151800300","20150213T000000",625000,3,1.75,2700,18893,"1",0,0,4,7,2110,590,1948,1983,"98010",47.3397,-122.048,2260,17494 +"4475000180","20141203T000000",325000,3,2,1570,5600,"1",0,0,3,8,1570,0,1999,0,"98058",47.4286,-122.185,2010,5600 +"3223059206","20140627T000000",235000,3,1.75,1950,8712,"1",0,0,3,7,1950,0,1960,0,"98055",47.4391,-122.189,1820,11520 +"5102400025","20140625T000000",450000,2,1,1380,4390,"1",0,0,4,8,880,500,1931,0,"98115",47.6947,-122.323,1390,5234 +"0194000145","20150312T000000",745000,4,2.75,2410,5650,"1.5",0,0,5,8,2070,340,1909,0,"98116",47.5651,-122.391,1960,5650 +"5560000540","20140723T000000",223000,4,2,1200,8470,"1",0,0,4,7,1200,0,1961,0,"98023",47.3262,-122.338,1110,8400 +"3326049077","20140728T000000",630000,4,1.75,1770,12278,"1",0,0,3,7,1350,420,1937,0,"98115",47.7004,-122.295,1670,9336 +"3126049517","20140508T000000",413450,3,2.5,1540,1614,"3",0,0,3,8,1470,70,2008,0,"98103",47.6961,-122.341,1540,1418 +"2568200740","20140811T000000",720000,5,2.75,2860,5379,"2",0,0,3,9,2860,0,2005,0,"98052",47.7082,-122.104,2980,6018 +"2622059138","20150416T000000",339000,3,1.5,1740,21980,"1",0,0,4,7,1740,0,1973,0,"98042",47.3644,-122.132,1400,16100 +"6738700205","20150505T000000",1.1155e+006,4,3.5,2830,4000,"1.5",0,0,3,7,1840,990,1919,2014,"98144",47.5842,-122.292,2340,4000 +"1778350150","20140811T000000",839000,5,4,4280,11307,"2",0,0,3,10,2710,1570,1996,0,"98027",47.5503,-122.081,3080,11307 +"6613000930","20140902T000000",2.95e+006,4,3.25,3890,25470,"2",1,3,5,10,3030,860,1923,0,"98105",47.6608,-122.269,4140,19281 +"0324069058","20140530T000000",568000,4,2,2340,50233,"1",0,0,4,7,1170,1170,1966,0,"98075",47.5905,-122.022,2470,62290 +"4345300180","20150406T000000",269000,3,2,1410,10577,"1",0,0,3,7,1410,0,1994,0,"98030",47.3642,-122.187,1660,6757 +"7525100590","20150406T000000",382000,2,2,1350,2560,"1",0,0,4,8,1350,0,1974,0,"98052",47.6338,-122.106,1800,2560 +"0955000453","20150413T000000",574000,2,2.25,1100,1114,"2",0,0,3,8,900,200,2009,0,"98122",47.6199,-122.304,1230,1800 +"7852150720","20140922T000000",405000,3,2.5,2070,4697,"2",0,0,3,7,2070,0,2002,0,"98065",47.5307,-121.875,2230,4437 +"9545220100","20140728T000000",572000,3,2.5,2360,9938,"1",0,0,3,8,1690,670,1987,0,"98027",47.5374,-122.053,2280,9626 +"7504000230","20141205T000000",675000,4,2.25,2760,12100,"2",0,0,4,9,2760,0,1976,0,"98074",47.6285,-122.058,2850,12410 +"7657000540","20140902T000000",165000,4,1,1220,7980,"1.5",0,0,3,6,1220,0,1944,0,"98178",47.4924,-122.237,1210,7920 +"7657000540","20150304T000000",260000,4,1,1220,7980,"1.5",0,0,3,6,1220,0,1944,0,"98178",47.4924,-122.237,1210,7920 +"7893203770","20150304T000000",196000,3,1,1220,6719,"1",0,0,3,6,1220,0,1953,0,"98198",47.4187,-122.329,1580,7200 +"8035350120","20150224T000000",515000,3,2.5,3020,12184,"2",0,0,3,8,3020,0,2003,0,"98019",47.744,-121.976,2980,10029 +"8820902350","20141203T000000",810000,4,3.5,3470,7396,"2",0,3,3,8,2520,950,1979,0,"98125",47.7146,-122.279,2360,10541 +"5089700300","20150311T000000",365650,4,2.25,2380,7700,"2",0,0,4,8,2380,0,1977,0,"98055",47.4391,-122.194,2100,7700 +"7234601541","20140728T000000",651000,3,3,2260,1834,"2",0,0,3,8,1660,600,2002,0,"98122",47.6111,-122.308,2260,1834 +"7972603931","20141009T000000",240000,2,1,720,6345,"1",0,0,3,6,720,0,1943,0,"98106",47.5201,-122.35,720,6345 +"0318390180","20141029T000000",299000,3,2,1730,6007,"1",0,0,3,8,1730,0,2004,0,"98030",47.3573,-122.2,2000,6245 +"2597520900","20140804T000000",768000,3,2.5,2660,10928,"2",0,0,3,9,1830,830,1988,0,"98006",47.5442,-122.141,2800,10025 +"5652600556","20141028T000000",397380,2,1,1030,5072,"1",0,0,3,6,1030,0,1924,1958,"98115",47.6962,-122.294,1220,6781 +"8935100100","20140701T000000",476000,4,3,2890,6885,"1",0,0,3,7,1590,1300,1945,2015,"98115",47.6763,-122.282,2180,6885 +"4154301371","20150106T000000",315000,3,1,890,5200,"1",0,0,3,7,890,0,1957,0,"98118",47.559,-122.277,1420,6000 +"1105000787","20140926T000000",240000,3,2.25,1410,7290,"1",0,0,3,7,940,470,1980,0,"98118",47.5396,-122.274,1550,7375 +"2492201005","20140708T000000",325000,2,1,810,4080,"1",0,0,4,6,810,0,1941,0,"98126",47.5337,-122.379,1400,4080 +"9265410090","20141008T000000",160000,3,1.75,1370,8006,"2",0,0,3,7,1370,0,1990,0,"98001",47.258,-122.252,1530,8006 +"2619950740","20150109T000000",435000,3,2.5,2260,5100,"2",0,0,3,8,2260,0,2007,0,"98019",47.7341,-121.968,2260,5100 +"9412200330","20150410T000000",427500,3,1.75,1430,16200,"1",0,0,4,7,1430,0,1967,0,"98027",47.5223,-122.043,1690,13125 +"1079450410","20150417T000000",450000,5,2.5,2510,10240,"1",0,0,4,8,1410,1100,1984,0,"98059",47.4732,-122.141,2170,10500 +"9238900850","20140919T000000",688000,3,1.5,1760,4880,"1.5",0,3,3,8,1290,470,1928,0,"98136",47.5334,-122.388,1840,4998 +"2112701165","20150408T000000",285000,4,1,1430,3600,"1",0,0,3,6,980,450,1947,0,"98106",47.5343,-122.355,1170,4000 +"2767604067","20140820T000000",530000,3,3.25,1510,1125,"3",0,0,3,8,1510,0,2006,0,"98107",47.6711,-122.39,1390,1174 +"0522049122","20150402T000000",195000,4,1.75,1320,7694,"1",0,0,3,7,1320,0,1928,1972,"98148",47.4297,-122.325,1620,8468 +"8857600360","20140828T000000",250200,3,1.5,1180,7384,"1",0,0,5,7,1180,0,1959,0,"98032",47.3838,-122.287,1150,7455 +"4389200761","20150128T000000",1.1e+006,3,2.25,1560,8570,"1",0,0,5,7,1080,480,1977,0,"98004",47.6155,-122.21,2660,9621 +"6421000330","20141112T000000",732500,3,2.5,2470,10321,"2",0,0,3,9,2470,0,1988,0,"98052",47.6694,-122.141,2450,8440 +"2154900040","20141030T000000",194250,3,2.25,2190,8834,"1",0,0,3,7,1390,800,1987,0,"98001",47.2633,-122.244,1490,8766 +"0259801030","20150309T000000",526000,4,2,1610,8000,"1",0,0,3,7,1190,420,1966,0,"98008",47.6301,-122.118,1560,7896 +"0326049038","20150504T000000",520000,4,2.75,2700,9882,"2",0,0,3,7,2700,0,1958,1989,"98155",47.7671,-122.291,2250,10797 +"6384500590","20141113T000000",526000,3,1.75,1530,6125,"1",0,0,3,7,1120,410,1958,0,"98116",47.5687,-122.397,1360,6125 +"3023069166","20140708T000000",1.13525e+006,5,4,7320,217800,"2",0,0,3,11,7320,0,1992,0,"98058",47.4473,-122.086,3270,34500 +"3826000735","20140626T000000",202000,2,1,920,7569,"1",0,0,4,6,920,0,1950,0,"98168",47.4951,-122.302,1280,7627 +"7852110740","20141112T000000",645500,4,2.5,2990,8622,"2",0,0,3,9,2990,0,2000,0,"98065",47.5394,-121.875,2980,8622 +"3222049087","20150422T000000",570000,1,1,720,7540,"1",1,4,4,6,720,0,1905,0,"98198",47.3509,-122.323,1120,9736 +"0726049131","20150320T000000",325000,3,2,1750,9000,"1.5",0,0,4,5,1750,0,1936,0,"98133",47.7489,-122.35,1830,8100 +"9424400110","20141216T000000",725000,2,1,2410,5930,"2",0,0,3,9,1930,480,2007,0,"98116",47.5657,-122.395,1540,5892 +"0193300120","20141126T000000",192000,3,1.75,1240,10361,"1",0,0,3,6,1240,0,1987,0,"98042",47.37,-122.151,1240,8834 +"1245001751","20140709T000000",560000,2,1,1010,9219,"1",0,0,4,7,1010,0,1960,0,"98033",47.6886,-122.202,1610,9219 +"1386800054","20141201T000000",283450,5,2.75,2770,6116,"1",0,0,3,7,1490,1280,1979,0,"98168",47.4847,-122.291,1920,6486 +"6814600150","20140905T000000",863000,4,1.75,2800,5400,"1",0,0,3,9,1400,1400,1924,2006,"98115",47.6803,-122.313,1490,5400 +"9828200790","20141028T000000",815000,4,2,1400,4800,"2",0,0,3,7,1400,0,1986,0,"98122",47.6168,-122.298,1620,2595 +"9476200650","20150416T000000",245000,2,1,1020,7679,"1",0,0,5,6,1020,0,1942,0,"98056",47.4915,-122.188,1280,6497 +"9533600100","20141208T000000",1.315e+006,4,3,2860,10292,"1",0,0,4,8,2860,0,1953,1999,"98004",47.6286,-122.206,1840,10273 +"4139430410","20141107T000000",1.156e+006,4,3.5,4270,12305,"2",0,2,3,10,4270,0,1994,0,"98006",47.5489,-122.118,4190,13137 +"7852030330","20140903T000000",480000,3,2.5,2270,4488,"2",0,0,3,7,2270,0,1999,0,"98065",47.5329,-121.879,2360,4427 +"7202270930","20140606T000000",600000,4,2.5,2560,5593,"2",0,0,3,7,2560,0,2001,0,"98053",47.6886,-122.037,2800,5890 +"0223039254","20140624T000000",329950,2,1,900,5220,"1",0,0,4,6,900,0,1956,0,"98146",47.5105,-122.387,1480,6660 +"7843500090","20140822T000000",299500,4,2.5,2010,12085,"2",0,0,3,8,2010,0,1986,0,"98042",47.3406,-122.057,1910,12133 +"2491200330","20140918T000000",460000,3,2.5,1690,5131,"1",0,0,3,7,1690,0,1941,1998,"98126",47.5234,-122.38,860,5137 +"8113101582","20150415T000000",515000,5,3.5,2310,5249,"2",0,0,3,8,1560,750,2000,0,"98118",47.5463,-122.272,1900,7296 +"0993002225","20140623T000000",405000,3,2.25,1520,1245,"3",0,0,3,8,1520,0,2004,0,"98103",47.6907,-122.34,1520,1470 +"9530100921","20141027T000000",483000,4,1.5,1220,3780,"1.5",0,0,3,7,1220,0,1927,0,"98107",47.6667,-122.36,1400,3185 +"3235390100","20150203T000000",377000,4,2.5,2170,11511,"2",0,0,3,8,2170,0,1992,0,"98031",47.3886,-122.188,1900,8961 +"5122400025","20140708T000000",568000,4,1.75,2790,17476,"1",0,2,3,7,1450,1340,1956,0,"98166",47.4556,-122.369,2790,16401 +"9297300750","20141105T000000",355000,2,1.75,1760,4600,"1",0,0,4,7,850,910,1926,0,"98126",47.5654,-122.372,1150,4800 +"3856900590","20140806T000000",640000,4,1.75,2100,3000,"1.5",0,0,4,7,1500,600,1911,0,"98103",47.6721,-122.329,1690,4000 +"4024700100","20150121T000000",270000,4,1,1430,5909,"1",0,0,3,6,1070,360,1947,0,"98155",47.7623,-122.313,1460,8433 +"0114100131","20150114T000000",559950,5,3.5,2450,8193,"2",0,0,3,9,2450,0,2005,0,"98028",47.7721,-122.241,2310,8193 +"2296700330","20141014T000000",515000,4,3,1820,8261,"1",0,0,3,7,1420,400,1969,0,"98034",47.7197,-122.219,1920,7961 +"1995200215","20140826T000000",352000,4,1.75,1850,5712,"1",0,0,3,7,1850,0,1954,0,"98115",47.6966,-122.324,1510,6038 +"2287600035","20140625T000000",595888,3,1.75,1870,9000,"1",0,0,5,9,1870,0,1958,0,"98177",47.7203,-122.361,2030,8160 +"2923501130","20140722T000000",588000,4,2.25,2580,7344,"2",0,0,3,8,2580,0,1977,0,"98027",47.5647,-122.09,2390,7507 +"2485000076","20150122T000000",1.05e+006,4,3.25,3680,8580,"1",0,3,5,10,1840,1840,1959,0,"98136",47.5266,-122.387,2700,9100 +"9264921020","20140908T000000",260000,3,1.5,1750,7000,"2",0,0,3,8,1750,0,1983,0,"98023",47.3108,-122.346,1840,9305 +"5318100965","20150217T000000",1.6e+006,4,3.5,3890,3600,"2",0,0,3,9,2860,1030,2005,0,"98112",47.6342,-122.282,2460,6050 +"3501600215","20150414T000000",380000,2,1,1000,4800,"1",0,0,3,6,1000,0,1952,0,"98117",47.6926,-122.362,1000,4800 +"8682230610","20140602T000000",802000,2,2.5,2210,6327,"1",0,0,3,8,2210,0,2003,0,"98053",47.7114,-122.03,2170,6327 +"1337800665","20140811T000000",1.325e+006,4,3.25,2850,4800,"2.5",0,0,5,10,2700,150,1905,0,"98112",47.6292,-122.312,2850,4800 +"7960100220","20150416T000000",710000,4,2.75,2460,3600,"2",0,0,3,8,1640,820,1907,2007,"98122",47.6093,-122.297,1890,3600 +"1549500272","20140609T000000",600000,3,2.5,2630,77972,"2",0,0,3,9,2630,0,2004,0,"98019",47.745,-121.916,2250,75794 +"9547202380","20140902T000000",707900,3,1,1750,5355,"2",0,0,4,7,1750,0,1929,0,"98115",47.6792,-122.31,2240,4590 +"3518000180","20141120T000000",179950,2,1,1100,7323,"1",0,0,3,7,780,320,1982,0,"98023",47.2874,-122.37,1410,7227 +"6792100090","20140914T000000",683000,4,2.5,2620,10489,"2",0,0,3,9,2620,0,1990,0,"98052",47.6732,-122.143,2430,7701 +"5702330120","20140603T000000",222400,3,2,1200,9566,"1",0,0,3,7,1200,0,1995,0,"98001",47.2649,-122.252,1590,9518 +"1189000910","20140708T000000",517000,2,1.5,1920,3408,"1",0,0,4,7,960,960,1912,0,"98122",47.6118,-122.299,1130,3408 +"6204200590","20141029T000000",410000,3,2.75,1690,5763,"1",0,0,5,7,1180,510,1985,0,"98011",47.7336,-122.202,1560,7518 +"4443801340","20141006T000000",480000,3,1.75,1680,2552,"1",0,0,4,7,840,840,1952,0,"98117",47.6848,-122.391,1220,3880 +"2473370750","20150224T000000",430000,3,1.75,3440,10428,"1.5",0,0,5,8,3440,0,1974,0,"98058",47.449,-122.128,2160,8400 +"2644900109","20150427T000000",439950,5,1.75,2190,7500,"1",0,0,3,7,1290,900,1979,0,"98133",47.7766,-122.355,1790,8820 +"0293620220","20150421T000000",797500,4,2.5,3270,8223,"2",0,0,3,10,3270,0,1998,0,"98075",47.6018,-122.073,3460,8872 +"2624049115","20140710T000000",379000,4,1.5,1280,5460,"1.5",0,0,5,7,1080,200,1920,0,"98118",47.5348,-122.268,1470,5934 +"7942600910","20141216T000000",575000,1,1,1310,8667,"1.5",0,0,1,6,1310,0,1918,0,"98122",47.6059,-122.313,1130,4800 +"0643000110","20150325T000000",247500,3,1,1660,11060,"1",0,0,4,7,1110,550,1962,0,"98003",47.3311,-122.326,1890,11060 +"9485951460","20140623T000000",385000,4,2.75,2700,37011,"2",0,0,3,9,2700,0,1984,0,"98042",47.3496,-122.088,2700,37457 +"6378500230","20140520T000000",423000,4,1.75,1940,6909,"1",0,0,4,7,970,970,1941,0,"98133",47.7108,-122.352,1460,6906 +"0430000175","20141215T000000",550000,3,1.75,1520,5618,"1",0,0,3,7,1170,350,1953,0,"98115",47.68,-122.284,1550,5618 +"1493300115","20140910T000000",415000,4,1,1620,4329,"1.5",0,0,3,7,1620,0,1927,0,"98116",47.5728,-122.388,1220,5520 +"2024059059","20141010T000000",693000,3,2.25,2090,45535,"1",0,2,5,8,1280,810,1952,0,"98006",47.5538,-122.191,3090,12889 +"2922701085","20150327T000000",543000,2,1,1070,4700,"1",0,0,5,7,1070,0,1910,0,"98117",47.6887,-122.368,1370,4700 +"4058801780","20150327T000000",465000,5,1.75,2000,10246,"1",0,2,3,7,1200,800,1953,0,"98178",47.5084,-122.246,2340,9030 +"2114700384","20150427T000000",280000,3,2.5,1020,2217,"2",0,0,3,7,720,300,2004,0,"98106",47.5343,-122.348,1060,1524 +"9829201020","20141118T000000",1.388e+006,3,1.25,2400,6653,"3",0,2,3,11,2400,0,1992,0,"98122",47.6019,-122.29,1910,6653 +"6918720100","20150130T000000",665000,6,3,2480,9720,"2",0,0,3,8,2480,0,1972,0,"98007",47.6127,-122.145,2480,9200 +"1450100330","20150312T000000",237950,3,1.75,1310,7314,"1",0,0,5,6,1310,0,1960,0,"98002",47.2888,-122.221,1010,7314 +"0518000040","20150102T000000",440000,4,2.75,2420,10200,"1",0,0,3,8,1220,1200,1962,0,"98034",47.72,-122.236,2240,9750 +"4242900245","20150112T000000",618000,2,1,1890,4700,"1",0,0,4,7,1030,860,1928,0,"98107",47.6747,-122.391,2150,4700 +"1231001130","20141113T000000",572000,3,2.25,1860,4000,"1.5",0,0,5,7,1020,840,1920,0,"98118",47.5539,-122.267,1180,4000 +"7445000115","20140527T000000",725000,3,1.5,2500,4774,"1.5",0,2,3,7,1450,1050,1940,0,"98107",47.6567,-122.358,1300,4000 +"7802900504","20140625T000000",454000,3,1,1970,22144,"1",0,0,4,7,1970,0,1970,0,"98065",47.5234,-121.841,1970,13500 +"4317700085","20150122T000000",535000,4,1,1660,10656,"1.5",0,0,4,7,1180,480,1920,0,"98136",47.5391,-122.385,1120,8816 +"8732040580","20141218T000000",249000,3,2.5,1850,7200,"1",0,0,3,7,1500,350,1979,0,"98023",47.3063,-122.384,2140,7500 +"3223039149","20140709T000000",395000,4,2.75,1970,37026,"1",0,0,4,8,1970,0,1961,0,"98070",47.4375,-122.446,1970,51836 +"4073200757","20141231T000000",690000,3,2,1890,6620,"1",0,3,4,8,1890,0,1954,0,"98125",47.7016,-122.274,2590,7188 +"3226049054","20141003T000000",526500,3,1.5,1310,7236,"1",0,0,4,7,1170,140,1928,0,"98103",47.6944,-122.333,1680,8431 +"5490700035","20140807T000000",325000,4,1.5,1870,7220,"2",0,0,3,7,1870,0,1956,0,"98155",47.77,-122.319,1550,7592 +"9834200975","20150210T000000",495000,3,3,1520,4080,"2",0,0,5,7,1520,0,1948,0,"98144",47.572,-122.29,1320,4080 +"3305100210","20141021T000000",825000,5,3,3070,8474,"2",0,0,3,9,3070,0,2011,0,"98033",47.6852,-122.184,3070,8527 +"3123039042","20141223T000000",383000,3,1.5,1400,14850,"1.5",0,0,4,7,1400,0,1910,0,"98070",47.4471,-122.464,1350,14850 +"1105000360","20150428T000000",320000,3,1.75,1960,11931,"1",0,0,3,7,980,980,1954,0,"98118",47.5432,-122.272,1460,4498 +"1724079048","20141208T000000",475000,3,2.5,2680,87117,"1",0,0,3,7,1340,1340,1989,0,"98024",47.5646,-121.935,2580,87117 +"7437100770","20140521T000000",275000,3,2.5,2030,6326,"2",0,0,3,7,2030,0,1993,0,"98038",47.3491,-122.029,1810,6825 +"8925100115","20141015T000000",1.15e+006,2,2.25,2320,9300,"1.5",0,4,5,9,1920,400,1937,0,"98115",47.681,-122.273,2790,9300 +"4019300051","20141125T000000",455000,3,1.75,1760,11371,"1",0,0,5,8,1760,0,1959,0,"98155",47.7616,-122.273,2220,19884 +"5300200085","20140702T000000",262000,5,1,1870,7800,"1",0,0,3,7,1580,290,1962,0,"98168",47.5127,-122.321,1740,7808 +"9417400110","20140915T000000",390000,4,1,1280,4840,"1",0,0,3,7,940,340,1950,0,"98136",47.5477,-122.395,1360,4840 +"9264920870","20141023T000000",300000,3,2.25,1730,10030,"1",0,0,4,8,1730,0,1985,0,"98023",47.3108,-122.345,2090,8823 +"9169600209","20140820T000000",746300,3,1.75,2060,5721,"1",0,2,3,9,1140,920,1964,0,"98136",47.5268,-122.388,2060,8124 +"6123000090","20140908T000000",267000,3,1.5,1030,8223,"1",0,0,4,7,1030,0,1952,0,"98148",47.4282,-122.331,1460,9463 +"2592401080","20150402T000000",525000,3,2.5,1720,7950,"1.5",0,0,4,7,1720,0,1972,0,"98034",47.7178,-122.168,1790,7030 +"2423020090","20150424T000000",570000,3,1.75,1210,7350,"1",0,0,3,7,1210,0,1977,0,"98033",47.7,-122.172,1610,7313 +"2968801130","20141027T000000",360000,4,2.25,2620,8100,"1",0,0,4,7,1550,1070,1964,0,"98166",47.4564,-122.351,1650,8100 +"3325069064","20150326T000000",1.052e+006,3,1,1860,44431,"1",0,0,4,6,1860,0,1947,0,"98074",47.6057,-122.038,2000,44431 +"3629910210","20141103T000000",699950,3,2.5,2510,4106,"2",0,0,3,9,2510,0,2003,0,"98029",47.5494,-121.994,2470,4106 +"0622079089","20140616T000000",375000,4,2.5,2040,109336,"1.5",0,0,4,8,2040,0,1973,0,"98038",47.4193,-121.958,2370,133729 +"1919800090","20141215T000000",625000,4,1.75,2410,6770,"1",0,0,4,7,1220,1190,1924,0,"98103",47.6946,-122.336,1440,6770 +"9274200850","20141016T000000",464050,2,1,780,2750,"1",0,0,4,7,780,0,1928,0,"98116",47.5842,-122.388,1320,4440 +"1737320120","20140502T000000",470000,5,2.5,2210,9655,"1",0,0,3,8,1460,750,1976,0,"98011",47.7698,-122.222,2080,8633 +"2473100450","20140909T000000",330000,4,2,1590,9100,"1",0,0,3,7,1040,550,1967,2014,"98058",47.4465,-122.156,1670,9100 +"7923200150","20140915T000000",537000,4,1.75,2230,7957,"1",0,0,4,7,2230,0,1967,0,"98008",47.5859,-122.122,2230,8040 +"7524600120","20150305T000000",250000,3,2,1560,32137,"1",0,0,5,7,910,650,1976,0,"98092",47.3197,-122.117,1470,29150 +"0424069206","20150112T000000",835000,4,2.5,2950,48351,"2",0,0,3,10,2950,0,1986,0,"98075",47.5938,-122.048,2870,34417 +"9523103590","20150316T000000",770000,4,1,1480,3750,"1.5",0,0,4,7,1480,0,1912,0,"98103",47.6737,-122.354,1570,3750 +"0161000120","20141118T000000",650000,4,2,2850,4497,"1.5",0,1,3,7,1730,1120,1910,0,"98144",47.5876,-122.292,2450,6000 +"1623049241","20141107T000000",335000,3,1.75,2390,30409,"1",0,0,3,7,1560,830,1953,0,"98168",47.4789,-122.296,1750,13500 +"7229700165","20141202T000000",350000,3,1.75,1740,29597,"1",0,0,4,7,1740,0,1965,0,"98059",47.481,-122.115,1560,20741 +"3031200205","20140724T000000",415000,5,2.75,2060,8906,"1",0,0,4,7,1220,840,1978,0,"98118",47.5358,-122.289,1840,8906 +"2600100110","20141119T000000",788000,4,2.5,2680,8778,"2",0,0,4,8,2680,0,1977,0,"98006",47.5516,-122.161,2680,10020 +"5652601140","20141014T000000",640000,4,2.75,3150,7379,"1.5",0,0,4,7,2430,720,1915,0,"98115",47.6968,-122.3,1990,7379 +"2473530100","20140523T000000",388000,4,2.5,2440,7155,"2",0,0,3,8,2440,0,1993,0,"98058",47.4501,-122.126,2450,8109 +"3558900590","20141125T000000",360000,6,1.75,2230,10080,"1",0,0,3,7,1390,840,1969,0,"98034",47.7089,-122.201,2110,8475 +"3558900590","20150324T000000",692500,6,1.75,2230,10080,"1",0,0,3,7,1390,840,1969,0,"98034",47.7089,-122.201,2110,8475 +"8121100395","20140624T000000",425000,4,1.5,1600,6180,"1.5",0,0,3,6,1600,0,1946,0,"98118",47.5681,-122.285,1410,6180 +"8121100395","20150311T000000",645000,4,1.5,1600,6180,"1.5",0,0,3,6,1600,0,1946,0,"98118",47.5681,-122.285,1410,6180 +"7100000110","20150114T000000",340000,3,1,1580,8308,"1.5",0,0,3,7,1580,0,1948,0,"98146",47.5075,-122.379,1200,8308 +"0925069042","20150105T000000",713000,4,3.25,2840,54400,"1",0,0,4,8,2840,0,1984,0,"98053",47.6707,-122.045,2550,43560 +"7568700740","20140521T000000",430000,3,2.75,2550,11160,"2",0,0,3,8,2550,0,1994,0,"98155",47.7351,-122.323,1020,7440 +"7205510230","20150306T000000",280000,3,2.25,1700,7210,"1",0,0,4,7,1250,450,1974,0,"98003",47.3546,-122.318,2070,7300 +"9268700040","20150226T000000",215000,3,2,1470,2052,"1.5",0,0,3,7,1470,0,1986,0,"98003",47.3084,-122.331,1390,2052 +"2473480210","20140528T000000",306000,3,2.5,1680,11193,"2",0,0,3,8,1680,0,1984,0,"98058",47.4482,-122.125,2080,8084 +"4024100120","20140625T000000",299900,3,1,1110,8593,"1",0,0,3,7,1110,0,1979,0,"98155",47.7595,-122.309,1780,8593 +"4038200120","20140825T000000",534000,5,1.75,2120,8625,"1",0,0,3,7,1200,920,1959,0,"98008",47.6118,-122.131,1930,8625 +"4218400395","20140728T000000",1.16e+006,3,2.75,2380,5572,"2",0,4,3,9,1930,450,1939,0,"98105",47.6626,-122.271,3370,5500 +"0669000210","20140716T000000",1.165e+006,3,2.5,2670,5000,"2",0,3,5,9,2000,670,1942,1995,"98144",47.5855,-122.292,2320,5000 +"6018500015","20140711T000000",199990,2,1,890,6430,"1",0,0,3,6,890,0,1935,1997,"98022",47.2003,-121.996,1460,6430 +"2600140120","20140812T000000",946000,4,3,3140,9058,"1",0,0,3,9,2140,1000,1989,0,"98006",47.5462,-122.154,2760,10018 +"6381500090","20150220T000000",295000,4,1,1260,7800,"1.5",0,0,3,7,1260,0,1947,2007,"98125",47.7334,-122.307,1639,7492 +"4109600306","20150218T000000",475000,2,1,920,5157,"1",0,0,3,6,920,0,1909,0,"98118",47.5499,-122.269,1700,5150 +"2624079010","20150429T000000",750000,5,3.5,2990,212137,"2",0,0,3,8,2450,540,1994,0,"98024",47.5298,-121.887,1060,69260 +"7204200025","20141028T000000",1.225e+006,4,2.5,3120,49456,"2",1,4,4,9,2590,530,1974,1989,"98198",47.3535,-122.323,2030,32181 +"8856003525","20150323T000000",183500,3,1,1010,7520,"1",0,0,4,6,1010,0,1975,0,"98001",47.2699,-122.255,1370,8469 +"1695900025","20150327T000000",450000,2,1,1010,3627,"1",0,2,4,6,1010,0,1924,0,"98144",47.5873,-122.294,1630,4040 +"3331001285","20150108T000000",180000,3,1,1020,5500,"1.5",0,0,3,7,1020,0,1961,0,"98118",47.5502,-122.286,1160,5500 +"0239000155","20150105T000000",707000,5,4.5,3540,21217,"2",0,0,4,8,2940,600,1926,0,"98188",47.4274,-122.28,1290,12040 +"1721801280","20150304T000000",230000,2,0.75,900,3527,"1",0,0,3,6,900,0,1939,0,"98146",47.5083,-122.336,1220,4080 +"5557700210","20141209T000000",192500,3,1,1100,9750,"1",0,0,4,7,1100,0,1966,0,"98023",47.3248,-122.345,1190,9750 +"5416500040","20141017T000000",309000,3,2.5,1990,3614,"2",0,0,3,7,1990,0,2005,0,"98038",47.36,-122.039,1980,3800 +"3271300155","20141001T000000",759000,3,1.5,1980,5800,"1",0,0,4,8,1520,460,1949,0,"98199",47.6499,-122.413,2280,5800 +"3303980210","20150427T000000",1.115e+006,4,3.75,4040,14212,"2",0,0,3,11,4040,0,2002,0,"98059",47.5189,-122.147,3940,14212 +"1944900090","20140519T000000",462000,5,1.75,1250,10530,"1",0,0,4,7,1250,0,1966,0,"98007",47.6101,-122.138,1560,8190 +"7663700401","20141220T000000",229000,4,1.5,1820,22814,"1.5",0,0,3,7,1820,0,1920,0,"98125",47.7321,-122.296,1770,9150 +"5694500386","20141020T000000",399950,2,2.25,1140,1184,"2",0,0,3,8,1010,130,1999,0,"98103",47.659,-122.346,1140,1339 +"7227800180","20150403T000000",325000,5,2,1730,10532,"1",0,0,4,5,1730,0,1943,0,"98056",47.5076,-122.178,1940,8501 +"2767604558","20140721T000000",512000,2,2.25,1170,1313,"3",0,0,3,8,1170,0,2007,0,"98107",47.6712,-122.378,1310,1304 +"5422950040","20140725T000000",410000,5,2.75,2910,5802,"2",0,0,3,7,2910,0,2006,0,"98038",47.3591,-122.036,2910,5000 +"2660500283","20140624T000000",210000,2,1,970,5500,"1",0,0,3,7,970,0,1956,0,"98118",47.556,-122.291,1180,6000 +"3308010040","20140925T000000",325000,4,2.25,2130,8499,"1",0,0,4,7,1600,530,1975,0,"98030",47.3657,-122.21,1890,11368 +"5423030040","20150406T000000",685000,3,2.5,2520,10175,"1",0,0,3,8,1630,890,1979,0,"98027",47.5652,-122.089,2220,8388 +"8604900245","20140518T000000",488000,2,2,1360,4688,"1",0,0,3,7,780,580,1944,0,"98115",47.6874,-122.315,1340,4750 +"7349650230","20150302T000000",247500,3,2.25,1620,6000,"1",0,0,3,7,1280,340,1998,0,"98002",47.2835,-122.2,1710,6318 +"8902000175","20140620T000000",489000,4,2,2120,11479,"1",0,0,4,7,1060,1060,1940,0,"98125",47.7084,-122.303,1540,11000 +"0582000065","20141125T000000",725000,4,1.75,2700,6000,"1",0,0,4,8,1450,1250,1953,0,"98199",47.6539,-122.395,2080,6000 +"2123049194","20150409T000000",199950,3,1.5,1370,10317,"1.5",0,0,3,6,1370,0,1958,0,"98168",47.4731,-122.298,1370,9884 +"1830300090","20150401T000000",670000,5,3,2520,13001,"2",0,1,3,8,2010,510,1973,0,"98008",47.6385,-122.114,2170,8215 +"7522600110","20141229T000000",275000,3,2,1540,10410,"1",0,0,4,7,1540,0,1967,0,"98198",47.3662,-122.315,1590,7725 +"5457800740","20150407T000000",1e+006,3,1.75,2610,6360,"2",0,2,3,8,2130,480,1924,0,"98109",47.6287,-122.351,3010,6000 +"5115000100","20140523T000000",255000,3,2,1490,8371,"1.5",0,0,3,7,1490,0,1984,0,"98031",47.3962,-122.189,1350,7846 +"4038400150","20141113T000000",465000,3,1.75,2760,9137,"1",0,0,3,7,1380,1380,1960,0,"98007",47.6079,-122.132,1980,9137 +"1796500100","20150211T000000",259000,3,1.75,1260,3604,"1",0,0,3,7,1260,0,2012,0,"98042",47.3612,-122.103,1430,3767 +"8956000100","20141121T000000",695000,3,3.5,2630,4713,"2",0,2,3,9,2030,600,2008,0,"98027",47.5473,-122.016,2450,4187 +"3876313120","20150501T000000",505000,3,1.75,1800,7210,"1",0,0,3,7,1370,430,1976,0,"98072",47.7346,-122.17,1820,8100 +"6819100040","20140624T000000",631500,2,1,1130,2640,"1",0,0,4,8,1130,0,1927,0,"98109",47.6438,-122.357,1680,3200 +"5318101185","20141016T000000",630500,3,1,1180,3600,"1.5",0,0,3,7,1180,0,1926,0,"98112",47.6337,-122.28,1900,3600 +"0424069112","20140616T000000",999000,4,2.75,2800,19168,"2",0,0,3,10,2800,0,1992,0,"98075",47.5911,-122.037,2010,16020 +"2533300025","20140710T000000",740000,3,1.5,1830,4000,"1",0,0,4,7,1350,480,1910,0,"98119",47.6453,-122.371,1570,3672 +"5101404482","20140929T000000",650000,3,2.5,2220,6380,"1.5",0,0,4,8,1660,560,1931,0,"98115",47.6974,-122.313,950,6380 +"8682231210","20140805T000000",554000,2,2,1870,5580,"1",0,0,3,8,1870,0,2004,0,"98053",47.7101,-122.031,1670,4500 +"1525069021","20141201T000000",400000,3,2.5,2580,214315,"1.5",0,0,3,8,2580,0,1946,1986,"98053",47.6465,-122.024,2580,70131 +"5076700115","20150223T000000",529941,3,2,1660,10000,"1",0,0,4,7,1010,650,1961,0,"98005",47.5852,-122.174,2020,9720 +"3332000615","20141020T000000",310000,3,1,1330,3740,"1.5",0,0,3,6,1330,0,1903,0,"98118",47.5502,-122.274,1330,5053 +"3332000615","20150422T000000",389000,3,1,1330,3740,"1.5",0,0,3,6,1330,0,1903,0,"98118",47.5502,-122.274,1330,5053 +"5569620410","20140909T000000",731781,3,3,2630,4972,"2",0,0,3,9,2630,0,2006,0,"98052",47.693,-122.133,2880,4972 +"3009800015","20150422T000000",502501,2,1,1100,4750,"1",0,0,3,7,1100,0,1946,0,"98116",47.5772,-122.381,1830,4750 +"6189600040","20141117T000000",443000,3,1.75,1810,7950,"1",0,0,4,7,1810,0,1968,0,"98008",47.6236,-122.117,1680,7725 +"9834200365","20140815T000000",607000,3,2,2060,4080,"1",0,0,5,7,1060,1000,1921,0,"98144",47.574,-122.289,1400,4080 +"1959701800","20140702T000000",2.1475e+006,3,3.5,4660,5500,"2",0,4,5,10,3040,1620,1909,0,"98102",47.6465,-122.319,2980,5500 +"8917100153","20140910T000000",585000,4,2.5,2370,15200,"1",0,0,3,8,1660,710,1975,0,"98052",47.6295,-122.089,2360,13879 +"2344300180","20140619T000000",1.027e+006,3,2.5,2430,10500,"2",0,1,3,9,2430,0,1989,0,"98004",47.5818,-122.198,3440,12842 +"3216900100","20140612T000000",315000,3,2.5,1880,7000,"2",0,0,3,8,1880,0,1993,0,"98031",47.4206,-122.184,1880,7000 +"0425000065","20141021T000000",180000,2,1,1150,5695,"1",0,0,4,6,1150,0,1958,0,"98056",47.4989,-122.171,1150,5695 +"2426069085","20140513T000000",322500,3,2,1350,14200,"1",0,0,3,7,1350,0,1989,0,"98019",47.7315,-121.972,2100,15101 +"7199350600","20140602T000000",568500,3,2.75,2180,7519,"1",0,0,4,7,1310,870,1981,0,"98052",47.6959,-122.125,1510,7107 +"6909700040","20140611T000000",813000,4,2.75,3370,6675,"1",0,3,4,8,1920,1450,1948,0,"98144",47.5887,-122.291,2250,5550 +"4147200040","20150414T000000",1.085e+006,5,2.25,3650,13068,"1",0,0,4,10,1850,1800,1976,0,"98040",47.5458,-122.231,2760,13927 +"1062100100","20140626T000000",424000,4,2,2100,4857,"2",0,0,3,8,2100,0,1965,1984,"98155",47.7521,-122.279,1450,5965 +"2124049254","20140717T000000",235000,2,1,670,5600,"1",0,0,3,6,670,0,1903,0,"98108",47.5498,-122.304,1960,7176 +"6841700100","20140929T000000",740000,3,3.5,2420,4000,"2",0,0,5,9,1820,600,1907,0,"98122",47.6054,-122.295,2030,4550 +"7544800195","20140813T000000",415000,1,1,760,3000,"1",0,0,3,7,760,0,1900,0,"98122",47.6059,-122.303,1270,3000 +"8807810110","20140522T000000",432000,3,2.75,2200,14925,"1",0,0,3,6,1100,1100,1982,0,"98053",47.6606,-122.059,1520,14212 +"1126059201","20150504T000000",1.26889e+006,5,3.25,4410,35192,"2",0,2,3,12,3880,530,1990,0,"98072",47.7522,-122.13,4410,59677 +"1422200090","20140915T000000",676500,3,1.75,1300,2446,"1",0,3,3,8,880,420,1961,0,"98122",47.6071,-122.285,2440,5051 +"0871000065","20141120T000000",419000,2,1,720,4592,"1",0,0,4,6,720,0,1943,0,"98199",47.6534,-122.404,1030,5816 +"4054710090","20150320T000000",650000,3,2.5,2180,37042,"2",0,0,3,9,2180,0,1998,0,"98077",47.722,-122.026,2880,32688 +"8075400360","20140822T000000",239000,2,1,1130,15190,"1",0,0,4,7,1130,0,1954,0,"98032",47.3902,-122.283,1490,16920 +"9551202875","20140709T000000",900000,4,2.5,2230,4372,"2",0,0,5,8,1540,690,1935,0,"98103",47.6698,-122.334,2020,4372 +"4027700930","20150428T000000",330000,5,1.75,2100,7347,"1",0,0,3,7,1070,1030,1981,0,"98028",47.7751,-122.268,2170,9418 +"1535204165","20141204T000000",510000,3,1.75,2060,58341,"1",0,4,3,8,1100,960,1982,0,"98070",47.4193,-122.439,1230,14904 +"3303860590","20140627T000000",465000,4,2.5,3060,6000,"2",0,0,3,9,3060,0,2012,0,"98038",47.3689,-122.058,3040,6000 +"1925069066","20140623T000000",1.7e+006,3,2.75,2810,18731,"2",1,4,4,10,2810,0,1974,0,"98052",47.6361,-122.093,3120,14810 +"6137610540","20140827T000000",490000,3,2.25,2550,8588,"1",0,4,3,9,2550,0,1989,0,"98011",47.7711,-122.195,3050,8588 +"2525049263","20140709T000000",2.68e+006,5,3,4290,20445,"2",0,0,4,11,4290,0,1985,0,"98039",47.6217,-122.239,3620,22325 +"0126059310","20141130T000000",1e+006,3,2.25,3040,52302,"1",0,0,3,9,3040,0,2005,0,"98072",47.7635,-122.112,2070,38600 +"4254000540","20140708T000000",469950,4,2.75,2530,14178,"2",0,0,3,8,2530,0,1997,0,"98019",47.737,-121.955,2530,14055 +"5101405067","20140509T000000",536000,3,1.75,1300,5413,"1.5",0,0,3,7,1300,0,1925,1992,"98115",47.6988,-122.32,1590,6380 +"5468000180","20150305T000000",244950,4,2.5,1790,19177,"1",0,0,4,7,1790,0,1966,0,"98030",47.3617,-122.172,1760,11726 +"1930301220","20150417T000000",575000,3,1,1530,2400,"1",0,0,4,7,890,640,1928,0,"98103",47.6543,-122.354,1240,2400 +"9282801450","20150325T000000",361000,5,2.75,2380,7500,"1",0,0,3,7,1300,1080,1984,0,"98178",47.5009,-122.235,2400,6000 +"4037000925","20150327T000000",650000,5,2.25,2400,13450,"1",0,0,5,7,1200,1200,1957,0,"98008",47.6007,-122.117,1950,10361 +"3336000230","20150323T000000",230005,2,1,1030,6000,"1",0,0,2,7,830,200,1951,0,"98118",47.5291,-122.268,1770,5000 +"3621059043","20140527T000000",293000,4,2.5,3250,235063,"1",0,2,3,9,3250,0,1973,0,"98092",47.2582,-122.113,1600,44287 +"0126049231","20140516T000000",445000,3,3,1970,24318,"1",0,0,3,8,1970,0,2010,0,"98028",47.7651,-122.246,2150,14695 +"3331000220","20140814T000000",280000,4,1.5,1940,6386,"1",0,0,3,7,1140,800,1954,0,"98118",47.5533,-122.285,1340,6165 +"3904900230","20140716T000000",520000,3,2.25,1850,10855,"1",0,0,3,8,1370,480,1985,0,"98029",47.5696,-122.02,1850,8209 +"0525069133","20140805T000000",780000,4,3.25,3900,40962,"2",0,0,3,10,3900,0,1991,0,"98053",47.683,-122.063,1730,11775 +"2721049061","20140709T000000",625000,3,1.75,3160,76230,"1",0,0,4,8,2160,1000,1978,0,"98001",47.274,-122.287,1990,45789 +"5381000411","20150410T000000",239950,3,1.75,1440,7200,"1",0,0,3,7,1440,0,1986,0,"98188",47.4473,-122.284,1640,9167 +"0603000150","20140616T000000",335000,3,1.5,2040,6000,"1",0,0,3,7,1340,700,1957,0,"98118",47.5218,-122.286,1190,6000 +"3904960690","20150417T000000",612000,3,2.5,2120,7401,"2",0,0,3,8,2120,0,1989,0,"98029",47.5781,-122.018,2010,7972 +"7686202730","20140804T000000",200000,2,1,830,8000,"1",0,0,3,6,830,0,1954,0,"98198",47.4215,-122.318,1300,8000 +"9264910300","20140710T000000",345000,3,1.75,3140,8571,"1",0,0,4,8,1670,1470,1985,0,"98023",47.3074,-122.337,2590,7949 +"1437910090","20150128T000000",520000,4,2.5,2410,6440,"1",0,0,3,8,1550,860,1974,0,"98034",47.7153,-122.191,2330,6938 +"2652500740","20140618T000000",855000,4,2.25,2190,4080,"2",0,0,3,8,1800,390,1918,0,"98119",47.6425,-122.358,2100,4080 +"9274200735","20150507T000000",567500,4,1.75,2190,5060,"1",0,0,3,7,1190,1000,1950,0,"98116",47.5846,-122.387,1510,4600 +"1745000090","20141110T000000",208000,3,1.5,1210,7247,"1",0,0,4,7,1210,0,1967,0,"98003",47.328,-122.321,1370,7869 +"5101405338","20140821T000000",452000,3,1.75,1880,16239,"1",0,0,3,7,880,1000,1922,0,"98115",47.7004,-122.304,1260,7528 +"9348500220","20140728T000000",555000,3,3,2410,12183,"2",0,0,3,9,2410,0,1988,0,"98011",47.747,-122.177,2540,9979 +"1066600090","20140905T000000",519000,5,2.75,2620,8861,"1",0,0,5,8,1350,1270,1979,0,"98056",47.5226,-122.183,1940,10800 +"3331500455","20141203T000000",474950,3,2.25,1850,2575,"2",0,0,3,9,1850,0,2013,0,"98118",47.5525,-122.273,1080,4120 +"1427300120","20150121T000000",419000,3,2.25,1760,16418,"1",0,0,3,7,1190,570,1990,0,"98053",47.6525,-121.985,2260,20747 +"1861400068","20140911T000000",390000,2,1,860,1800,"1",0,0,3,7,860,0,1909,0,"98119",47.6334,-122.371,2160,3120 +"4040500100","20141020T000000",539000,7,2.25,2620,6890,"2",0,0,4,7,2620,0,1961,0,"98007",47.6123,-122.134,2070,7910 +"6117501250","20140801T000000",569000,4,1.75,2400,21196,"1",0,0,5,8,1590,810,1956,0,"98166",47.4282,-122.347,2200,19134 +"9523103990","20141208T000000",611000,3,1,1850,5000,"1.5",0,0,3,7,1850,0,1922,0,"98103",47.6727,-122.351,1850,5000 +"3221069054","20141028T000000",760000,3,2.5,4040,147856,"2",0,0,3,9,4040,0,2004,0,"98092",47.2711,-122.067,3000,125452 +"8838900032","20140518T000000",732000,3,2,1940,55756,"1",0,0,5,9,1940,0,1954,0,"98007",47.5913,-122.149,2330,10018 +"1455100355","20140708T000000",1.675e+006,3,2.5,3490,8343,"2",1,4,4,9,2150,1340,1939,1991,"98125",47.7265,-122.281,2990,13104 +"1853080120","20140903T000000",919950,5,2.75,3170,7062,"2",0,0,3,9,3170,0,2014,0,"98074",47.5937,-122.061,3210,6891 +"2806800120","20140610T000000",400000,4,2.5,2530,7563,"1",0,0,3,7,1440,1090,1978,0,"98011",47.7762,-122.21,1960,7811 +"3216000090","20140729T000000",785000,4,2.5,3230,21781,"2",0,0,3,9,3230,0,1993,0,"98053",47.6318,-122.01,3230,21780 +"1525059165","20140629T000000",835000,3,2.25,2120,54014,"2",0,0,4,9,2120,0,1964,0,"98005",47.6482,-122.159,3280,50690 +"8901000835","20150211T000000",640500,2,1.75,1640,6750,"1",0,0,4,8,1340,300,1939,0,"98125",47.7068,-122.308,1760,7490 +"8001400300","20150316T000000",310000,4,2.5,2130,9013,"2",0,0,3,8,2130,0,1988,0,"98001",47.3208,-122.273,2350,8982 +"1138000450","20141016T000000",355000,4,1,1440,7215,"1.5",0,0,3,7,1440,0,1969,0,"98034",47.7133,-122.212,1150,7215 +"2485000100","20140529T000000",685000,3,1.75,1940,7313,"1",0,1,4,8,1440,500,1960,0,"98136",47.5239,-122.387,2160,7200 +"7689600215","20141017T000000",202500,3,1,1120,8576,"1",0,0,3,6,1120,0,1943,0,"98178",47.4896,-122.248,1050,8812 +"7852010940","20150505T000000",540000,3,2.5,2400,5817,"2",0,0,3,8,2400,0,1998,0,"98065",47.5371,-121.87,2420,5817 +"0739980360","20141117T000000",295000,4,2.5,1810,4871,"2",0,0,3,8,1810,0,1999,0,"98031",47.4088,-122.192,1850,5003 +"1102001055","20150424T000000",518000,3,1,1270,6612,"1.5",0,3,3,7,1270,0,1927,0,"98118",47.5433,-122.264,2100,7680 +"2781250970","20150501T000000",250000,2,1.75,1350,4023,"1",0,0,3,7,1350,0,2005,0,"98038",47.3493,-122.023,1370,3570 +"3624079067","20140508T000000",330000,2,2,1550,435600,"1.5",0,0,2,7,1550,0,1972,0,"98065",47.5145,-121.853,1600,217800 +"4443800785","20141121T000000",481000,2,1,1620,3880,"1",0,0,4,7,920,700,1924,0,"98117",47.6855,-122.391,1330,3880 +"3303900090","20141023T000000",898000,3,2.25,2650,12845,"1",0,3,3,9,1770,880,1977,0,"98034",47.7209,-122.256,2650,12902 +"0686530530","20140804T000000",570000,5,1.75,2510,9750,"1.5",0,0,3,8,2510,0,1969,0,"98052",47.6635,-122.149,1900,9750 +"4254000220","20150307T000000",475000,4,2.5,2040,16200,"2",0,0,3,8,2040,0,1997,0,"98019",47.7366,-121.958,2530,15389 +"7575600610","20150209T000000",265000,3,2.5,1660,5250,"2",0,0,4,8,1660,0,1988,0,"98003",47.3541,-122.3,1630,5505 +"7631800110","20140918T000000",380000,3,2.5,1980,17342,"2",1,4,3,10,1580,400,1984,0,"98166",47.4551,-122.373,2060,17313 +"7732410120","20140819T000000",790000,4,2.5,2690,8036,"2",0,0,4,9,2690,0,1987,0,"98007",47.6596,-122.144,2420,8087 +"2493200040","20150312T000000",620000,2,2.25,2910,6110,"2",0,2,4,9,2910,0,1985,0,"98136",47.5279,-122.387,2090,5763 +"2568300040","20140819T000000",709050,4,3.5,2720,9000,"2",0,0,3,8,2670,50,1997,0,"98125",47.7034,-122.297,1960,7772 +"1781500385","20140806T000000",296500,3,1,1280,5100,"1",0,0,3,7,1280,0,1948,0,"98126",47.5259,-122.38,1380,7140 +"0626710220","20140813T000000",475000,3,2.5,2160,35912,"2",0,0,3,8,2160,0,1982,0,"98077",47.7273,-122.083,2230,35244 +"9414500230","20141022T000000",440000,3,2.25,1760,10835,"1",0,0,4,8,1290,470,1976,0,"98027",47.522,-122.048,2050,10488 +"6638900405","20141208T000000",405000,2,1,800,6016,"1",0,0,3,6,800,0,1942,0,"98117",47.6913,-122.369,1470,3734 +"7327902612","20150513T000000",269500,2,1,930,4000,"1",0,0,3,6,730,200,1943,0,"98108",47.5321,-122.323,1100,5000 +"7923600330","20141119T000000",520000,5,1.75,2040,5280,"1",0,0,4,7,1020,1020,1961,0,"98007",47.5941,-122.144,1720,7344 +"2011400782","20140804T000000",229500,1,1,1180,22000,"1",0,2,3,6,1180,0,1948,0,"98198",47.4007,-122.323,1890,11761 +"0821049149","20141009T000000",335000,4,1.75,2000,10890,"1",0,0,4,7,1390,610,1961,0,"98003",47.3203,-122.321,1520,9250 +"4054700300","20141021T000000",680000,4,2.75,3310,50951,"2",0,0,3,9,3310,0,1998,0,"98077",47.7249,-122.027,3230,39340 +"3931900580","20150313T000000",1.389e+006,4,3.5,3130,3900,"2",0,0,3,9,2550,580,2008,0,"98115",47.6849,-122.327,1830,3900 +"2485000165","20141215T000000",740000,4,2.5,2300,9900,"1",0,2,3,8,1600,700,1961,0,"98136",47.5256,-122.385,2510,7500 +"1117000150","20150317T000000",270000,3,2.25,2140,9990,"1",0,0,4,8,2140,0,1962,0,"98003",47.3484,-122.298,2060,9990 +"4321200600","20150504T000000",510000,4,2,2210,5572,"1.5",0,3,3,7,1760,450,1911,0,"98126",47.5727,-122.376,1760,4713 +"0123039364","20140521T000000",300000,2,1,970,13700,"1",0,0,3,6,970,0,1949,0,"98106",47.515,-122.362,1570,10880 +"2175100205","20150323T000000",1.29889e+006,5,2.25,2690,10800,"1",0,3,4,8,2020,670,1956,0,"98040",47.5821,-122.247,3380,9134 +"8813400165","20140819T000000",675000,4,2,1890,5188,"1.5",0,0,4,7,1670,220,1940,0,"98105",47.6633,-122.287,1800,4848 +"2597531020","20141104T000000",925850,6,3.25,3140,14923,"2",0,0,3,10,3140,0,1991,0,"98006",47.5411,-122.133,2980,10758 +"0723069013","20140718T000000",255500,2,1,1440,43560,"1",0,0,4,7,1150,290,1965,0,"98027",47.4916,-122.082,1870,56628 +"1137800230","20140514T000000",450000,3,2.5,2910,17172,"2",0,0,3,10,2910,0,1989,0,"98003",47.2789,-122.331,2910,20048 +"3221069057","20141105T000000",280000,3,1,1310,22652,"1",0,0,3,7,1310,0,1968,0,"98092",47.2574,-122.072,1600,103672 +"3832500230","20150105T000000",245000,4,2.25,2140,8800,"2",0,0,4,7,2140,0,1963,0,"98032",47.3655,-122.291,2060,9790 +"1138010220","20150317T000000",344950,3,1,1090,6712,"1",0,0,4,7,1090,0,1972,0,"98034",47.7155,-122.211,1440,7350 +"3205500230","20140811T000000",381000,3,1.75,1330,7216,"1",0,0,3,7,1330,0,1969,0,"98034",47.7199,-122.18,1500,8000 +"4389201241","20141230T000000",1.945e+006,4,4,4690,6900,"2",0,0,3,11,3480,1210,2001,0,"98004",47.6165,-122.216,2800,11240 +"9808700025","20150211T000000",1.5e+006,3,1.5,1910,21374,"1",0,0,1,8,1910,0,1955,0,"98004",47.6453,-122.214,2850,16167 +"4399210110","20140619T000000",232603,3,1.75,1750,11461,"2",0,0,4,7,1750,0,1976,0,"98002",47.3173,-122.21,2140,11276 +"7972602490","20141212T000000",220000,5,2.5,1760,10200,"1.5",0,0,3,6,1760,0,1925,0,"98106",47.5271,-122.351,1370,7620 +"2128000180","20140811T000000",600000,4,1.75,1810,7700,"1",0,0,5,8,1390,420,1977,0,"98033",47.6976,-122.169,2080,7700 +"4345000090","20141105T000000",239000,3,2.5,1360,5754,"2",0,0,3,7,1360,0,1994,0,"98030",47.3645,-122.183,1360,7050 +"6413100242","20140826T000000",400000,3,1.75,1730,9211,"1",0,0,3,8,1730,0,1961,0,"98125",47.7149,-122.322,1440,9211 +"4218400455","20140708T000000",2.18e+006,6,2.75,4710,11000,"2",0,3,3,10,3690,1020,1931,0,"98105",47.6622,-122.272,2950,5300 +"1568100220","20140908T000000",350000,3,1,1010,8551,"1",0,0,5,7,1010,0,1953,0,"98155",47.7351,-122.295,1310,8504 +"1626069220","20140905T000000",562000,3,2.5,2400,97138,"2",0,0,5,8,2400,0,1983,0,"98077",47.7361,-122.046,2230,54450 +"3342103149","20140910T000000",380000,3,1.5,1540,8400,"1",0,0,5,7,1540,0,1968,0,"98056",47.5237,-122.199,1690,7689 +"8127700410","20141015T000000",511200,4,1.75,1480,7875,"1",0,0,3,7,740,740,1927,0,"98199",47.643,-122.397,1680,5851 +"3629970090","20141014T000000",680000,4,2.5,2520,5000,"2",0,0,3,9,2520,0,2004,0,"98029",47.5524,-121.992,2910,5001 +"8910500237","20140726T000000",350000,3,3.25,1210,941,"2",0,0,3,8,1000,210,2002,0,"98133",47.7114,-122.356,1650,1493 +"0621069218","20150219T000000",410000,5,2.5,2670,184140,"1",0,0,3,8,1410,1260,1980,0,"98042",47.3429,-122.097,1860,35719 +"3394100230","20140522T000000",1.05e+006,4,2.5,3030,12590,"1.5",0,0,4,10,3030,0,1988,0,"98004",47.5806,-122.193,2980,11635 +"8682211030","20141028T000000",391265,3,2,1440,3900,"1",0,0,3,8,1440,0,2002,0,"98053",47.7022,-122.021,1350,3900 +"5427100150","20140626T000000",1.41e+006,4,2.25,3250,16684,"2",0,0,3,9,3250,0,1979,0,"98039",47.6334,-122.229,2890,16927 +"7579200600","20150428T000000",575000,3,2,1750,5750,"1",0,2,5,7,870,880,1956,0,"98116",47.5579,-122.384,1750,5750 +"7302000610","20150508T000000",316000,4,1.5,2120,46173,"2",0,0,3,7,2120,0,1974,0,"98053",47.6503,-121.968,2000,46173 +"3004800175","20150416T000000",165000,3,1,1050,5156,"1.5",0,0,3,7,1050,0,1919,0,"98106",47.5169,-122.358,1050,5502 +"2397101055","20140812T000000",850000,3,2.25,1950,3600,"1.5",0,0,5,8,1430,520,1911,0,"98119",47.637,-122.363,1950,3600 +"2354300845","20140804T000000",210000,3,1,1020,6000,"1",0,0,3,5,1020,0,1900,0,"98027",47.5281,-122.031,2070,7200 +"0984220330","20140824T000000",325000,4,2.5,1820,9161,"1",0,0,4,7,1220,600,1975,0,"98058",47.4333,-122.168,1860,7650 +"7273100026","20150407T000000",682000,4,2.5,2390,53941,"2",0,0,3,8,2390,0,1989,0,"98053",47.7066,-122.08,2610,104108 +"6386200100","20140718T000000",430000,3,2.5,1400,7508,"2",0,0,4,7,1400,0,1987,0,"98034",47.7233,-122.167,1710,7700 +"9324800025","20141125T000000",325500,3,1.5,1540,8110,"1",0,0,4,7,1190,350,1959,0,"98125",47.7329,-122.291,1290,8110 +"4058800930","20140720T000000",385000,3,1.75,2370,6360,"1",0,3,3,7,1280,1090,1954,0,"98178",47.5039,-122.24,1990,6360 +"1972201161","20150323T000000",435000,1,1,670,1800,"1",0,0,5,6,670,0,1905,0,"98103",47.654,-122.35,1330,3360 +"2202500025","20140721T000000",550000,4,1,2420,15520,"2",0,0,4,7,2420,0,1945,0,"98006",47.5744,-122.137,1630,9965 +"4077800258","20141009T000000",400000,3,1,1000,7800,"1",0,0,4,6,860,140,1930,0,"98125",47.7098,-122.283,1700,7800 +"2558700220","20140721T000000",503000,4,2.75,2100,7350,"1",0,0,5,7,1240,860,1978,0,"98034",47.7194,-122.172,2490,7350 +"0290200230","20140819T000000",676000,4,2.5,2800,5368,"2",0,0,3,8,2800,0,2003,0,"98074",47.6076,-122.053,2790,5368 +"1951100100","20141113T000000",180000,3,1,940,11055,"1.5",0,0,4,7,940,0,1959,0,"98032",47.3732,-122.295,1420,9100 +"9499200220","20140611T000000",234000,3,2,1640,5280,"1.5",0,0,5,6,1640,0,1910,0,"98002",47.3089,-122.213,1160,7875 +"0999000215","20140512T000000",734200,4,2.5,2760,5000,"1.5",0,0,5,7,1680,1080,1928,0,"98107",47.6726,-122.371,1850,5000 +"0822069118","20140729T000000",920000,3,3.25,3660,66211,"2",0,0,3,10,3660,0,2003,0,"98038",47.4087,-122.062,3660,107153 +"2425049066","20140616T000000",1.92e+006,4,2.5,3070,34412,"1",0,3,4,9,2070,1000,1950,0,"98039",47.64,-122.24,3780,27940 +"7950700110","20141209T000000",224000,3,1.75,1100,10125,"1",0,0,4,7,1100,0,1969,0,"98092",47.3232,-122.103,1520,10125 +"9253900408","20150408T000000",1.4e+006,3,2.75,3130,19530,"1",1,4,3,8,1690,1440,1947,1984,"98008",47.5895,-122.111,2980,18782 +"3313600077","20140919T000000",185000,3,1,1320,7155,"1",0,0,4,6,1320,0,1961,0,"98002",47.2857,-122.22,1070,8100 +"0452001540","20140818T000000",554600,3,1.75,1470,5000,"1.5",0,0,5,7,1470,0,1900,0,"98107",47.6755,-122.369,1530,5000 +"3832710210","20140825T000000",268000,3,1.75,1480,8009,"1",0,0,3,7,980,500,1980,0,"98032",47.3657,-122.28,1790,7678 +"8563000300","20140915T000000",675000,4,2.25,2260,8715,"1",0,0,4,8,1530,730,1976,0,"98008",47.6237,-122.106,2220,8650 +"1313000650","20140711T000000",620000,4,2.25,2210,10039,"1",0,0,4,8,1710,500,1967,0,"98052",47.634,-122.101,2070,10965 +"3424069066","20140521T000000",396450,3,1.75,1540,12446,"1",0,0,5,8,1540,0,1967,0,"98027",47.5172,-122.027,1330,11508 +"2206500300","20140820T000000",565000,5,1.75,1910,9720,"1",0,0,4,7,1390,520,1955,0,"98006",47.5772,-122.159,1750,9720 +"3083001095","20140824T000000",410000,3,1.75,1760,3520,"1",0,0,3,7,1160,600,1966,0,"98144",47.5773,-122.303,1840,5000 +"0809002290","20140519T000000",1.19e+006,4,3,2240,6000,"1.5",0,0,4,8,1270,970,1914,0,"98109",47.6369,-122.35,2240,4250 +"6669070220","20140821T000000",716125,3,2.25,2110,7279,"1",0,0,4,9,2110,0,1984,0,"98033",47.6669,-122.17,2130,7279 +"2325069054","20140521T000000",225000,2,1,1396,111949,"1",0,0,3,7,1396,0,1940,1997,"98053",47.6374,-122.007,2020,111949 +"8820901792","20140711T000000",640000,4,2.75,3040,7274,"2",0,3,3,9,2320,720,1986,0,"98125",47.7184,-122.28,2830,10080 +"3488300110","20140910T000000",374000,2,1,1140,5650,"1",0,1,3,6,980,160,1920,0,"98116",47.5634,-122.391,1220,5700 +"3971700330","20150415T000000",415000,4,2,1780,12161,"1",0,0,5,7,1160,620,1950,0,"98155",47.7746,-122.323,1780,8170 +"5561400220","20140819T000000",592500,4,2.5,3370,35150,"1",0,0,5,8,1770,1600,1993,0,"98027",47.461,-122.002,2920,41241 +"2979800762","20140904T000000",365000,3,2.5,1484,1761,"3",0,0,3,7,1484,0,2003,0,"98115",47.6844,-122.317,1484,4320 +"6600220300","20140914T000000",600000,4,2.5,2230,12753,"1",0,0,4,7,1180,1050,1981,0,"98074",47.6297,-122.033,1860,12753 +"2817910220","20141216T000000",465000,4,2.5,2820,39413,"2",0,0,4,9,2820,0,1989,0,"98092",47.3064,-122.1,2910,39413 +"7696620100","20150422T000000",254999,3,1,1580,7560,"1",0,0,4,7,1000,580,1976,0,"98001",47.3318,-122.277,1580,7560 +"7760400900","20140916T000000",279000,4,2.5,2040,8076,"2",0,0,3,7,2040,0,1994,0,"98042",47.3691,-122.074,2040,8408 +"3353404265","20141231T000000",460000,3,2.5,2720,40813,"2",0,0,3,8,2720,0,2001,0,"98001",47.2619,-122.271,2250,40511 +"9828702666","20140728T000000",507000,4,2.25,1490,956,"2",0,0,3,7,1020,470,2005,0,"98122",47.6184,-122.301,1510,1350 +"1823059223","20140520T000000",291000,3,1.75,1560,9788,"1",0,0,3,7,1560,0,1964,0,"98178",47.4876,-122.226,1840,11180 +"2197600388","20141202T000000",350000,2,1.5,830,1077,"2",0,0,3,7,830,0,2006,0,"98122",47.6058,-122.319,830,1366 +"4239400300","20141129T000000",90000,3,1,980,2490,"2",0,0,4,6,980,0,1969,0,"98092",47.317,-122.182,980,3154 +"1328300820","20140806T000000",329000,3,1.75,1980,7000,"1",0,0,4,8,1360,620,1977,0,"98058",47.4442,-122.129,1880,7200 +"7805450870","20140814T000000",909000,4,2.5,3680,11648,"2",0,0,3,10,3680,0,1986,0,"98006",47.5604,-122.107,2830,11251 +"0419000035","20141015T000000",187000,2,1,860,5400,"1",0,0,4,5,860,0,1953,0,"98056",47.492,-122.171,960,5400 +"3131201105","20140709T000000",580000,3,1.75,1850,5100,"1",0,0,3,7,1020,830,1909,0,"98105",47.6605,-122.326,1850,5100 +"0112900110","20140903T000000",345000,3,2.5,1620,5992,"2",0,0,3,7,1620,0,2001,0,"98019",47.736,-121.965,1620,4644 +"5249802240","20140515T000000",497000,4,2.5,2240,7200,"2",0,0,3,8,2240,0,1995,0,"98118",47.5636,-122.275,1860,6600 +"7950302345","20140815T000000",345000,3,1,1010,3060,"1.5",0,0,3,6,1010,0,1904,0,"98118",47.5657,-122.285,1330,4590 +"2473371570","20141119T000000",313500,3,1.75,1610,7350,"1",0,0,3,8,1610,0,1974,0,"98058",47.4503,-122.131,2120,7350 +"3982700088","20150402T000000",910000,3,2.5,2720,7250,"2",0,0,3,9,2720,0,1990,0,"98033",47.6894,-122.195,2870,7250 +"3448000755","20140604T000000",399950,3,1.5,2080,5244,"1",0,0,3,7,1190,890,1959,0,"98125",47.7144,-122.293,1850,6982 +"1446400615","20140527T000000",268000,4,2,1930,6600,"1",0,0,4,7,1030,900,1967,0,"98168",47.482,-122.332,1220,6600 +"2484700145","20141229T000000",559000,4,1.75,2250,8458,"1",0,0,3,8,1450,800,1954,0,"98136",47.5235,-122.383,1950,7198 +"1753500100","20140709T000000",309000,3,2.25,1980,8755,"1",0,0,4,7,1300,680,1963,0,"98198",47.3922,-122.321,2030,8671 +"7853300770","20140609T000000",410000,3,2.5,1960,4400,"2",0,0,3,7,1960,0,2006,0,"98065",47.5384,-121.889,2060,4400 +"7236100015","20140520T000000",259000,3,1,1320,8625,"1",0,0,4,7,1320,0,1957,0,"98056",47.4902,-122.179,1370,8295 +"1959701695","20141124T000000",950000,5,2,2940,5500,"2",0,0,4,9,2340,600,1909,0,"98102",47.6466,-122.321,2940,5500 +"4024101421","20141202T000000",320000,4,1,1460,7200,"1.5",0,0,4,7,1460,0,1955,0,"98155",47.7602,-122.306,1690,7357 +"0327000165","20150413T000000",1.15e+006,4,2.5,2330,30122,"1",0,1,3,8,1490,840,1951,0,"98115",47.6843,-122.267,2430,6726 +"7893800534","20141124T000000",394250,3,2,2620,10107,"1",0,3,3,7,2620,0,1982,0,"98198",47.4096,-122.329,1730,7812 +"6430500191","20141106T000000",315000,1,1,700,3876,"1",0,0,3,6,700,0,1910,0,"98103",47.6886,-122.352,1150,3952 +"2354300835","20141224T000000",480000,2,2,1140,12000,"1",0,0,3,6,1140,0,1943,0,"98027",47.5277,-122.031,1880,6125 +"9510300220","20140804T000000",556000,3,2.5,2750,35440,"2",0,0,3,9,2750,0,1994,0,"98045",47.4745,-121.723,2710,35440 +"7852130410","20141027T000000",450000,3,2.5,2480,5647,"2",0,0,3,7,2480,0,2002,0,"98065",47.5355,-121.88,2510,5018 +"5101406522","20141001T000000",420000,3,1.5,1130,5413,"1",0,0,3,7,940,190,1946,0,"98125",47.7021,-122.32,1400,7168 +"2768200090","20150317T000000",890000,6,3.75,2770,5000,"1",0,0,3,8,1870,900,1969,0,"98107",47.669,-122.365,1570,2108 +"1761300650","20141006T000000",295000,4,2,1710,8814,"1",0,0,5,7,1030,680,1975,0,"98031",47.395,-122.174,1710,7272 +"1081330210","20140911T000000",410000,4,2.25,2150,27345,"2",0,0,5,8,2150,0,1976,0,"98059",47.469,-122.121,2200,11923 +"4137070090","20140611T000000",308900,3,2.5,2250,7294,"2",0,0,3,8,2250,0,1994,0,"98092",47.2636,-122.212,2140,7363 +"0327000100","20141022T000000",1.161e+006,4,2.5,2960,26742,"1",0,3,3,8,1480,1480,1949,1996,"98115",47.6846,-122.268,2500,9460 +"8682281510","20150128T000000",665000,2,2.5,2300,6984,"1",0,0,3,8,2300,0,2006,0,"98053",47.7087,-122.015,1820,4950 +"3297700100","20140903T000000",577000,3,1.75,1740,5500,"1",0,0,5,7,970,770,1953,0,"98116",47.577,-122.395,1740,7250 +"7518506717","20140917T000000",959000,3,2.5,2830,3750,"3",0,0,3,10,2830,0,2014,0,"98117",47.6799,-122.385,1780,5000 +"0065000210","20140626T000000",471000,2,1.75,1240,6417,"1",0,0,5,7,1240,0,1924,0,"98126",47.5439,-122.379,1800,6417 +"3905040590","20150421T000000",560000,3,2.5,2180,7169,"2",0,0,3,8,2180,0,1990,0,"98029",47.5714,-122.002,2150,5914 +"5451210150","20140514T000000",955000,5,2.25,2510,9887,"2",0,0,3,8,2510,0,1972,0,"98040",47.5339,-122.223,2510,10006 +"1778360150","20140620T000000",1.24e+006,7,5.5,6630,13782,"2",0,0,3,10,4930,1700,2004,0,"98006",47.5399,-122.118,4470,8639 +"6649900301","20141231T000000",579000,3,2.5,2300,18540,"1",0,0,3,8,1800,500,1961,0,"98177",47.7767,-122.369,2460,18540 +"9264901490","20150428T000000",335000,4,2.25,3220,7889,"2",0,0,3,8,3220,0,1978,0,"98023",47.3112,-122.339,2120,7651 +"7853220910","20140915T000000",485000,3,2.5,2270,7887,"2",0,2,3,8,2270,0,2004,0,"98065",47.5326,-121.855,2550,7133 +"9346700150","20140702T000000",552000,3,2.5,1840,9900,"1",0,0,3,9,1840,0,1978,0,"98007",47.6131,-122.151,2730,9900 +"2327000110","20140714T000000",950000,4,3.25,3820,15293,"2",0,0,3,10,3820,0,2003,0,"98074",47.6097,-122.017,2790,7142 +"7137900490","20150316T000000",203700,3,2,1660,7958,"1",0,0,3,7,1130,530,1983,0,"98092",47.3187,-122.171,1550,7647 +"9264960850","20140709T000000",412000,4,3.5,3360,9767,"2",0,0,3,9,2450,910,1990,0,"98023",47.3047,-122.347,2580,8757 +"1545808960","20150106T000000",237500,3,2,1350,8960,"1",0,0,4,7,1350,0,1986,0,"98038",47.3614,-122.045,1470,8288 +"0486000085","20140815T000000",866800,4,3.5,2970,5000,"2",0,2,3,9,2200,770,2001,0,"98117",47.6772,-122.399,1470,4560 +"7977200945","20150310T000000",425000,3,1,1000,5100,"1",0,0,3,7,860,140,1946,0,"98115",47.6857,-122.293,1000,5100 +"3056700150","20140625T000000",200000,3,2,1190,6833,"1",0,0,3,7,1190,0,1995,0,"98092",47.3191,-122.18,1540,8000 +"7896300150","20140929T000000",280000,3,1.75,1670,6034,"1",0,0,3,7,990,680,1957,0,"98118",47.5209,-122.286,1230,6034 +"7399100210","20141126T000000",140000,3,1.5,1200,2002,"2",0,0,3,8,1200,0,1966,0,"98055",47.4659,-122.189,1270,1848 +"2473370110","20141114T000000",370000,5,2.5,2250,10400,"1",0,0,3,8,1280,970,1973,0,"98058",47.4501,-122.139,2140,9592 +"2770605420","20140916T000000",550000,2,0.75,1040,4000,"1",0,0,3,7,930,110,1909,0,"98119",47.6489,-122.372,1700,4800 +"7856400300","20140702T000000",1.4116e+006,2,2.5,3180,9400,"2",0,4,5,10,2610,570,1985,0,"98006",47.5617,-122.158,3760,9450 +"7856400300","20150322T000000",1.505e+006,2,2.5,3180,9400,"2",0,4,5,10,2610,570,1985,0,"98006",47.5617,-122.158,3760,9450 +"7923700330","20140528T000000",510000,4,1.5,2040,8800,"1",0,0,4,7,1020,1020,1961,0,"98007",47.5965,-122.139,1490,8800 +"5632500110","20140716T000000",351000,3,1,1160,10518,"1",0,0,3,7,1160,0,1960,0,"98028",47.7343,-122.22,1670,9380 +"0723049219","20150325T000000",210000,3,1,880,10800,"1",0,0,3,6,880,0,1942,0,"98146",47.4949,-122.338,1100,8820 +"2320069111","20150507T000000",449999,4,1.75,2290,36900,"1.5",0,2,5,7,1690,600,1938,0,"98022",47.2034,-122.003,2170,12434 +"7972604345","20140519T000000",137000,3,1,950,7620,"1",0,0,3,6,950,0,1954,0,"98106",47.5178,-122.346,1260,7620 +"3222069156","20141217T000000",270000,3,1,1010,14510,"1",0,0,5,7,1010,0,1974,0,"98042",47.3437,-122.078,2020,44866 +"1722069097","20141229T000000",540000,3,2.5,3100,100188,"1",0,0,4,7,1820,1280,1981,0,"98038",47.3928,-122.066,2430,104979 +"4022905473","20141205T000000",565000,5,3,2560,12480,"1",0,0,3,8,1590,970,2012,0,"98155",47.7657,-122.284,2500,17299 +"5318101695","20150409T000000",940000,4,1.5,2430,3600,"2.5",0,0,3,8,2430,0,1980,0,"98112",47.6351,-122.285,2020,4800 +"5216200090","20140616T000000",385000,2,1,830,26329,"1",1,3,4,6,830,0,1928,0,"98070",47.4012,-122.425,2030,27338 +"9526500090","20140822T000000",400000,3,3,2090,7634,"1",0,0,3,8,1450,640,2001,0,"98019",47.7408,-121.974,2090,9600 +"0423059039","20150321T000000",365000,3,2,2030,8649,"1",0,0,3,7,2030,0,1998,0,"98056",47.5082,-122.166,1760,7200 +"6909700437","20140522T000000",353250,2,1,1060,1600,"2",0,0,3,7,1060,0,1979,0,"98144",47.5888,-122.294,1360,3360 +"1205000215","20150429T000000",455000,2,1.5,1090,6750,"1",0,0,3,7,950,140,1942,0,"98117",47.6836,-122.397,1640,6750 +"3223039229","20140527T000000",475000,4,3.5,3400,234352,"2",0,0,3,8,2500,900,1991,0,"98070",47.4335,-122.449,1300,39639 +"4077800474","20141124T000000",571500,4,1.75,1920,7455,"1",0,0,4,7,960,960,1939,1964,"98125",47.7106,-122.286,1920,7455 +"1604600227","20150328T000000",441000,2,1,1150,3000,"1",0,0,3,6,780,370,1915,0,"98118",47.5624,-122.291,1150,5000 +"9542200220","20150213T000000",810000,6,2.75,3970,9500,"1",0,0,4,10,2180,1790,1970,0,"98005",47.5956,-122.178,2490,9775 +"6600220490","20150409T000000",550000,3,2.25,1880,11556,"2",0,0,3,8,1880,0,1987,0,"98074",47.6283,-122.032,1880,12000 +"2138700141","20140702T000000",736000,2,1,1500,4000,"1",0,0,3,8,1100,400,1933,0,"98109",47.6409,-122.353,1980,4000 +"4046600820","20150224T000000",375000,3,1.75,2190,17550,"1",0,0,3,7,2190,0,1989,0,"98014",47.6984,-121.912,1700,17550 +"9430100360","20150205T000000",717500,3,2.5,2530,9932,"2",0,0,3,8,2530,0,1995,0,"98052",47.6853,-122.16,2140,7950 +"2447500015","20141121T000000",581000,2,1.75,1930,11200,"1",0,2,3,8,1430,500,1951,0,"98177",47.7576,-122.37,2840,12408 +"1524039043","20140725T000000",629000,3,2,1510,4560,"2",0,0,4,7,1510,0,1909,1995,"98116",47.5689,-122.408,1990,5000 +"2303900100","20140911T000000",3.8e+006,3,4.25,5510,35000,"2",0,4,3,13,4910,600,1997,0,"98177",47.7296,-122.37,3430,45302 +"8651400230","20141208T000000",225000,3,2,1100,5200,"1",0,0,3,6,1100,0,1969,2014,"98042",47.3606,-122.083,1050,5330 +"7437100210","20140618T000000",315000,3,2.5,1730,6368,"2",0,0,3,7,1730,0,1993,0,"98038",47.3505,-122.032,1780,6597 +"3630020150","20150310T000000",425000,3,2.5,1480,1386,"3",0,0,3,8,1480,0,2005,0,"98029",47.5468,-121.998,1470,1593 +"1773600691","20140625T000000",346500,3,1,1150,11802,"1",0,0,4,7,1150,0,1932,1958,"98106",47.5624,-122.361,1880,6082 +"5448300150","20150105T000000",550000,3,2.25,1950,26500,"1",0,0,4,8,1570,380,1965,0,"98006",47.5784,-122.179,2160,12751 +"2260000210","20150209T000000",565000,3,1.75,2380,10450,"1",0,0,3,8,1400,980,1977,0,"98052",47.6409,-122.111,2150,9600 +"6815100085","20141224T000000",1.001e+006,4,2,3100,8000,"1.5",0,0,5,7,2040,1060,1939,0,"98103",47.6852,-122.329,1650,4000 +"5141000720","20140805T000000",400000,2,2,2010,3797,"1.5",0,0,3,7,1450,560,1922,2004,"98108",47.5596,-122.315,1660,4650 +"9276200455","20141121T000000",724950,4,2,2270,5760,"2",0,0,4,8,2270,0,1909,0,"98116",47.5809,-122.39,1420,5760 +"5459500165","20140708T000000",623000,3,1.75,2050,16313,"1",0,0,2,8,2050,0,1973,0,"98040",47.5743,-122.212,3180,10264 +"9828701295","20140624T000000",295000,2,1,650,5400,"1",0,0,3,6,650,0,1950,0,"98122",47.6185,-122.295,1310,4906 +"0164000261","20140521T000000",700000,4,3.25,2780,7875,"2",0,0,3,9,2780,0,2006,0,"98133",47.7294,-122.352,1000,7500 +"2767704682","20150408T000000",482000,2,1.5,1300,1229,"2",0,0,3,8,1160,140,2000,0,"98107",47.6727,-122.375,1430,1255 +"6791050450","20140821T000000",770000,3,2.5,2730,11380,"2",0,0,3,10,2730,0,1995,0,"98075",47.58,-122.057,2800,10070 +"1221039066","20141017T000000",310000,4,2.5,3140,22100,"1",0,0,4,8,1820,1320,1960,0,"98023",47.319,-122.362,2700,25500 +"0686300450","20140708T000000",720000,4,2.25,2410,8400,"2",0,0,5,8,2410,0,1965,0,"98008",47.626,-122.119,1910,8056 +"3822200087","20150319T000000",355000,3,1,1180,5965,"1.5",0,0,4,6,1180,0,1928,0,"98125",47.7281,-122.299,1270,7710 +"6669250100","20140729T000000",512000,4,2.5,2600,4506,"2",0,0,3,9,2600,0,2005,0,"98056",47.5146,-122.188,2470,6041 +"1453602310","20141216T000000",303000,2,1.5,1400,1650,"3",0,0,3,7,1400,0,1999,0,"98125",47.7222,-122.29,1430,1650 +"0984200690","20140618T000000",299000,5,2.5,2220,9360,"1",0,0,4,7,1110,1110,1968,0,"98058",47.4341,-122.169,1780,7704 +"5468770180","20140623T000000",285000,3,2.5,1660,6263,"2",0,0,3,8,1660,0,2003,0,"98042",47.3507,-122.141,2190,6192 +"5459500100","20140924T000000",680000,3,1.75,2330,9652,"1",0,0,4,8,1590,740,1968,0,"98040",47.5714,-122.211,2420,9631 +"2968801605","20140902T000000",285000,4,1.75,1440,6720,"1",0,0,5,6,720,720,1954,0,"98166",47.4571,-122.345,1820,6784 +"2141310580","20141125T000000",707000,4,2.25,2920,17023,"1",0,0,4,9,1690,1230,1977,0,"98006",47.5585,-122.134,2710,10681 +"2325039067","20140507T000000",690000,3,2,1760,6428,"1",0,0,4,7,980,780,1942,0,"98199",47.6388,-122.397,1760,6004 +"2426059103","20150422T000000",872000,4,2.25,2860,40284,"2",0,0,3,10,2860,0,1983,0,"98072",47.7308,-122.115,2670,92782 +"3541600450","20141104T000000",290000,4,1.75,2090,12750,"1",0,0,3,8,1360,730,1967,0,"98166",47.4792,-122.357,2040,12300 +"5631501161","20150417T000000",425000,4,1.75,1910,16785,"1",0,0,4,7,1110,800,1981,0,"98028",47.7474,-122.235,1590,9900 +"3224510300","20150126T000000",925000,3,2.75,3280,10558,"1",0,2,4,9,2040,1240,1979,0,"98006",47.5606,-122.133,3150,9998 +"4027700466","20141219T000000",340500,3,1,1770,12458,"1",0,0,3,7,1770,0,1957,0,"98155",47.7715,-122.27,2000,8225 +"1702901500","20141121T000000",365000,2,1,920,6600,"1",0,0,4,6,920,0,1910,0,"98118",47.5572,-122.282,1370,5500 +"8146300205","20140710T000000",725000,3,1.75,1690,8489,"1",0,0,4,7,1690,0,1959,0,"98004",47.6079,-122.192,1850,8536 +"3526039019","20140702T000000",811000,3,3,2470,7410,"2",0,0,5,8,1860,610,1977,0,"98117",47.6937,-122.392,2390,7800 +"5230300210","20141210T000000",299000,3,1,1040,9514,"1",0,0,4,7,1040,0,1969,0,"98059",47.4936,-122.102,1040,9514 +"7907600100","20150421T000000",287500,4,2,1220,9147,"1",0,0,5,7,1220,0,1953,0,"98146",47.5011,-122.336,1220,8576 +"9322800210","20140520T000000",879950,4,2.25,3500,13875,"1",0,4,4,9,1830,1670,1938,0,"98146",47.5083,-122.388,2960,15000 +"3352400661","20141110T000000",135900,2,1,760,3800,"1",0,0,3,6,760,0,1950,0,"98178",47.5019,-122.269,1220,7410 +"3625710100","20140512T000000",1.225e+006,4,2.25,3070,16028,"1",0,3,3,9,1870,1200,1976,0,"98040",47.5271,-122.228,3070,19822 +"3626039207","20141017T000000",522500,4,1.75,2100,6480,"1",0,0,5,7,1300,800,1947,0,"98177",47.7049,-122.359,1840,7500 +"7568700215","20150312T000000",399500,4,1.5,1660,6617,"1",0,0,5,7,1660,0,1947,0,"98155",47.739,-122.323,950,7440 +"1604600540","20150504T000000",450000,3,1,1430,5960,"1.5",0,0,4,7,1430,0,1917,0,"98118",47.562,-122.289,1140,3960 +"1421039067","20141027T000000",218000,4,1,1620,17500,"1",0,0,3,7,1620,0,1962,0,"98023",47.3021,-122.388,2400,17394 +"7137970210","20150327T000000",289999,3,2,1490,9285,"1",0,0,3,8,1490,0,1995,0,"98092",47.3248,-122.169,2040,6681 +"2767603255","20150224T000000",540000,2,1,1170,4750,"1",0,0,3,6,1170,0,1903,0,"98107",47.6729,-122.378,1170,2023 +"3575303700","20140725T000000",324950,3,1,1240,7500,"1",0,0,4,7,1240,0,1976,0,"98074",47.6199,-122.062,1240,9750 +"1702901340","20140613T000000",718500,3,2,2910,6600,"2",0,0,4,7,1920,990,1900,1988,"98118",47.5576,-122.281,1370,5500 +"2320069014","20140709T000000",495000,3,2,2660,192099,"1",0,0,4,9,2660,0,1964,0,"98022",47.2098,-122.016,2570,43561 +"3141600600","20140521T000000",260000,6,2,2220,8797,"1",0,0,3,7,2220,0,1977,0,"98002",47.2977,-122.227,1170,5123 +"2201501015","20140502T000000",430000,4,1.5,1920,10000,"1",0,0,4,7,1070,850,1954,0,"98006",47.5725,-122.133,1450,10836 +"3782760040","20140603T000000",402500,3,3.25,2780,4002,"2",0,0,3,8,2780,0,2009,0,"98019",47.7348,-121.966,1890,4090 +"6613001241","20140811T000000",1.415e+006,4,3,3110,4408,"2.5",0,3,4,10,2510,600,1931,0,"98105",47.6583,-122.27,3250,5669 +"3276980120","20141028T000000",275000,3,2.25,1820,9766,"1",0,0,4,7,1450,370,1987,0,"98031",47.397,-122.203,1860,8236 +"1321400650","20140603T000000",250000,3,2.25,1765,7652,"2",0,0,3,7,1765,0,1996,0,"98003",47.3072,-122.328,1765,7719 +"0643300180","20140523T000000",665000,3,2.75,1800,9550,"1",0,0,4,7,1320,480,1966,0,"98006",47.5679,-122.178,1890,9902 +"0322059210","20150203T000000",425000,3,2.5,2650,144183,"1",0,0,3,8,2650,0,1967,0,"98042",47.4212,-122.144,1940,41210 +"9551201560","20140722T000000",760000,2,1,1410,3600,"1.5",0,0,4,7,1310,100,1925,0,"98103",47.6695,-122.338,1740,4200 +"7202330330","20140814T000000",447000,3,2.5,1650,3076,"2",0,0,3,7,1650,0,2003,0,"98053",47.682,-122.035,1560,3064 +"5153900150","20140708T000000",205000,3,1,1180,8240,"1",0,0,4,7,1180,0,1967,0,"98003",47.3325,-122.321,1180,7840 +"1788700230","20140506T000000",191000,3,1.5,800,8850,"1",0,0,4,6,800,0,1959,0,"98023",47.3266,-122.348,820,8775 +"0049000051","20150316T000000",350000,2,1.75,1430,7921,"1",0,0,3,7,1430,0,1983,0,"98146",47.5088,-122.371,1290,8040 +"3343301393","20150330T000000",789888,5,3.5,3300,7860,"2",0,0,3,9,2410,890,2001,0,"98006",47.5463,-122.192,2540,9920 +"2832100215","20150323T000000",443000,2,1,1220,10170,"1",0,0,3,7,980,240,1948,0,"98125",47.7297,-122.327,1990,9064 +"1980200015","20140929T000000",695000,4,3.5,3530,7202,"2",0,0,3,9,2660,870,2000,0,"98177",47.7339,-122.36,2810,8100 +"1825049013","20150213T000000",560000,4,2,1380,4048,"1.5",0,0,4,7,1380,0,1906,0,"98103",47.6583,-122.344,1440,3956 +"7550800015","20140714T000000",550000,3,1.75,1410,5000,"1",0,0,4,7,810,600,1923,0,"98107",47.6727,-122.395,1760,5000 +"8682230760","20140724T000000",850000,2,2.5,3360,6750,"2",0,0,3,9,3360,0,2004,0,"98053",47.7112,-122.033,2510,6750 +"8645511500","20150420T000000",352750,4,2.75,2270,24237,"1",0,0,4,7,1360,910,1977,0,"98058",47.4672,-122.175,2050,8016 +"8567450220","20140818T000000",550000,4,2.5,2890,9045,"2",0,0,3,8,2890,0,2001,0,"98019",47.7385,-121.965,2840,10114 +"1556200205","20141118T000000",774900,5,1,1750,3861,"1.5",0,0,3,7,1750,0,1903,0,"98122",47.6075,-122.295,1700,4255 +"9476200580","20140710T000000",250000,3,1,1010,8711,"1",0,0,5,6,1010,0,1944,0,"98056",47.4914,-122.186,1250,8053 +"8965410150","20140825T000000",962800,4,2.5,3780,23623,"2",0,0,3,9,3780,0,1997,0,"98006",47.559,-122.118,3370,10210 +"5031300011","20141104T000000",299500,3,1.75,1880,11700,"1",0,0,4,7,1880,0,1968,0,"98092",47.3213,-122.187,2230,35200 +"5101408735","20141103T000000",250000,2,1,800,5220,"1",0,0,3,6,800,0,1943,0,"98125",47.7037,-122.32,1910,5376 +"2623069010","20150116T000000",745000,5,4,4720,493534,"2",0,0,5,9,3960,760,1975,0,"98027",47.4536,-122.009,2160,219542 +"2624089040","20150217T000000",279475,2,1,1060,10600,"1.5",0,0,3,6,1060,0,1968,0,"98065",47.5375,-121.742,1560,21344 +"3345700165","20141202T000000",450000,3,2.25,2530,27227,"2",0,0,3,8,2530,0,1987,0,"98056",47.527,-122.193,2160,30192 +"0379000051","20140826T000000",307700,5,2.25,1980,13132,"1",0,0,4,7,1260,720,1962,0,"98198",47.3984,-122.301,1880,11325 +"0871000155","20141211T000000",665000,3,1,1650,5102,"1",0,0,4,8,1300,350,1953,0,"98199",47.6524,-122.404,1440,5102 +"7852020580","20140724T000000",375000,3,2.75,1890,3930,"2",0,0,3,8,1890,0,1999,0,"98065",47.5337,-121.867,2100,4259 +"7298050110","20150303T000000",420000,4,2.5,3360,11637,"2",0,0,3,11,3360,0,1990,0,"98023",47.3018,-122.342,3530,11205 +"2114700615","20140708T000000",148000,2,1,630,4200,"1",0,0,3,6,630,0,1930,0,"98106",47.5329,-122.348,970,4200 +"0809001965","20140729T000000",707000,3,1.5,1980,4000,"2",0,0,3,8,1980,0,1919,0,"98109",47.6364,-122.351,1980,3600 +"9557200090","20141112T000000",399000,3,1,990,4250,"1",0,0,4,7,840,150,1924,0,"98136",47.5392,-122.39,990,4500 +"5126210360","20141022T000000",570000,4,2.5,3420,115434,"2",0,0,3,9,3420,0,1989,0,"98038",47.3932,-121.988,3250,111513 +"3528000210","20150323T000000",853000,4,2.25,3440,35025,"2",0,0,3,10,3440,0,1988,0,"98053",47.6674,-122.055,3210,35005 +"0424059052","20141222T000000",400000,3,1,1300,14138,"1",0,0,4,7,1300,0,1943,0,"98005",47.593,-122.165,2440,12196 +"0594000115","20140512T000000",615000,2,1.75,2040,28593,"1.5",1,3,4,7,2040,0,1919,1990,"98070",47.3979,-122.465,2040,35124 +"2207100740","20150106T000000",463000,3,1,1250,7700,"1",0,0,4,7,1250,0,1955,0,"98007",47.5974,-122.149,1520,7700 +"7784000100","20140603T000000",600000,4,2.5,1960,14242,"1",0,1,4,8,1290,670,1958,0,"98146",47.4947,-122.369,2490,10907 +"3732800495","20141028T000000",429000,5,2.5,2720,8120,"1",0,0,3,7,1360,1360,1970,0,"98108",47.557,-122.308,2020,8120 +"2025059131","20140904T000000",980000,4,4.25,3250,11780,"2",0,0,3,8,2360,890,1944,2001,"98004",47.6322,-122.203,1800,9000 +"6699000740","20150421T000000",359500,6,3.75,3190,4700,"2",0,0,3,8,3190,0,2003,0,"98042",47.3724,-122.105,2680,5640 +"8651610580","20141107T000000",715000,4,2.5,2570,7980,"2",0,0,3,9,2570,0,1998,0,"98074",47.6378,-122.065,2760,6866 +"5412300100","20150325T000000",240000,3,1.75,1420,6984,"1",0,0,4,7,980,440,1980,0,"98030",47.3748,-122.18,1430,7875 +"8096600100","20141215T000000",455000,4,2,2120,9442,"1",0,0,5,7,1060,1060,1968,0,"98011",47.7675,-122.226,1290,9600 +"0722079015","20141017T000000",610000,3,2.5,2080,167270,"1",0,0,3,7,2080,0,2000,0,"98038",47.4032,-121.963,2080,55321 +"0339350150","20150311T000000",675000,3,2.75,2740,5735,"2",0,0,3,9,2740,0,2004,0,"98052",47.6862,-122.093,2210,5026 +"2560805440","20150129T000000",283500,3,1.75,1250,5375,"1",0,0,3,7,1250,0,1985,0,"98198",47.3787,-122.323,1320,6258 +"7131300047","20140826T000000",235000,2,1,2150,4500,"1.5",0,0,3,7,1260,890,1917,0,"98118",47.5158,-122.267,1590,5010 +"3459600180","20140626T000000",827000,4,2.5,3230,12100,"1",0,0,3,9,1870,1360,1977,0,"98006",47.562,-122.146,2670,10200 +"7663700663","20140910T000000",353000,2,1,860,8511,"1",0,0,3,7,860,0,1949,0,"98125",47.7312,-122.3,1554,8499 +"5415350770","20140923T000000",747500,4,2.5,2810,11902,"2",0,0,4,9,2810,0,1993,0,"98059",47.5303,-122.143,2990,10754 +"3083000940","20150412T000000",341000,2,1,1040,4000,"1",0,0,3,6,1040,0,1914,0,"98144",47.5753,-122.303,1740,4000 +"1670400090","20141124T000000",182000,3,1,1160,18055,"1",0,0,2,5,1160,0,1950,0,"98168",47.4772,-122.269,1340,10324 +"2781250610","20141202T000000",250000,3,2,1470,2781,"2",0,0,3,6,1470,0,2003,0,"98038",47.349,-122.024,1360,3008 +"3764500090","20140521T000000",655000,4,3.5,2350,13402,"2",0,3,3,8,1670,680,1994,0,"98033",47.6947,-122.19,2250,9474 +"7401000040","20140507T000000",405000,3,2.25,1660,8307,"1",0,0,4,8,1660,0,1961,0,"98133",47.7575,-122.352,2510,7800 +"4323700230","20140818T000000",390000,4,1.75,2020,9750,"1",0,0,3,7,1100,920,1975,0,"98074",47.6192,-122.055,1670,9600 +"3500100047","20141008T000000",275400,2,1,890,8180,"1",0,0,3,7,890,0,1947,0,"98155",47.737,-122.3,1130,8180 +"3885807362","20140604T000000",791000,3,2.25,2430,5500,"2",0,0,3,8,1810,620,1989,0,"98033",47.6812,-122.196,2040,5500 +"7199340650","20140508T000000",424500,3,1.75,1460,7700,"1",0,0,3,7,1460,0,1979,0,"98052",47.6981,-122.127,1720,7280 +"5014000120","20140617T000000",430000,3,1,980,7200,"1",0,0,4,7,980,0,1950,0,"98116",47.5718,-122.395,1180,6572 +"3758900037","20150505T000000",865000,4,2.5,2580,10631,"2",0,2,4,9,2580,0,1992,0,"98033",47.6993,-122.206,4220,10631 +"2724201202","20150304T000000",163000,2,2,1250,7543,"1",0,0,3,7,1250,0,1962,0,"98198",47.4051,-122.296,1250,7506 +"7855600730","20140908T000000",920000,4,2.75,3140,9085,"1",0,2,5,8,1570,1570,1961,0,"98006",47.5675,-122.16,2430,9350 +"7151700360","20141211T000000",1.02895e+006,5,3.25,2680,3011,"2",0,0,3,9,1870,810,1910,2014,"98122",47.6115,-122.287,3440,5165 +"3811300090","20140724T000000",325000,3,1.75,1810,8048,"1",0,0,4,7,1290,520,1983,0,"98055",47.4484,-122.194,1550,9081 +"0538000450","20140603T000000",315000,5,2.5,2090,4698,"2",0,0,3,7,2090,0,1998,0,"98038",47.3538,-122.025,2070,4698 +"6303400475","20140911T000000",227000,4,1,1120,8763,"1",0,0,3,6,1120,0,1971,0,"98146",47.508,-122.358,1120,8636 +"3388110230","20140729T000000",179000,4,1.75,1790,7175,"1.5",0,0,3,6,1410,380,1900,0,"98168",47.4963,-122.318,1790,8417 +"9834201215","20141009T000000",276000,2,1,870,2676,"1",0,0,3,7,820,50,2004,0,"98144",47.5702,-122.287,1500,1719 +"0844000375","20150303T000000",335000,4,1.5,3160,19745,"1.5",0,0,4,6,1840,1320,1968,0,"98010",47.3103,-122.006,1540,8611 +"3816700150","20141114T000000",430000,3,2,2350,12480,"1",0,0,3,7,1600,750,1981,0,"98028",47.7661,-122.262,2160,12000 +"7237301210","20141118T000000",266490,3,2.5,1810,4113,"2",0,0,3,7,1810,0,2004,0,"98042",47.3715,-122.126,1880,4465 +"0130000175","20140806T000000",655000,4,2.75,3160,8197,"1",0,0,3,8,1580,1580,1962,0,"98115",47.7004,-122.287,2050,8197 +"9468200175","20141114T000000",635500,3,2,1660,3600,"1",0,0,3,7,1000,660,1939,2006,"98103",47.6789,-122.351,1700,4356 +"8643200061","20140626T000000",235000,5,2.5,2500,9583,"1",0,0,3,7,1300,1200,1979,0,"98198",47.3946,-122.312,2120,19352 +"7805460760","20150427T000000",885000,3,2.5,2880,11443,"2",0,0,4,9,2880,0,1986,0,"98006",47.5633,-122.111,2840,12530 +"6713700155","20140818T000000",352500,3,1,1470,8400,"1",0,0,4,7,1470,0,1953,0,"98133",47.7628,-122.354,1470,8400 +"3236500220","20140709T000000",450000,3,2.5,1460,7573,"2",0,0,3,8,1460,0,1983,0,"98007",47.6012,-122.141,1910,7668 +"3625049042","20141011T000000",3.635e+006,5,6,5490,19897,"2",0,0,3,12,5490,0,2005,0,"98039",47.6165,-122.236,2910,17600 +"7935000450","20140919T000000",1.05e+006,3,2.25,2480,15022,"1",0,4,3,9,1330,1150,1967,2003,"98136",47.5497,-122.396,2500,8178 +"1324300018","20141121T000000",476000,2,2.25,1140,1332,"3",0,0,3,8,1140,0,1999,0,"98103",47.6543,-122.356,1140,1267 +"4123820450","20140507T000000",375000,3,2.5,1830,13042,"2",0,0,3,8,1830,0,1990,0,"98038",47.3738,-122.042,1940,6996 +"9325200120","20140909T000000",600600,4,3.5,3110,6829,"2",0,0,3,8,3110,0,2014,0,"98148",47.4349,-122.328,2910,7425 +"3918400097","20141117T000000",567000,4,1.75,2630,11213,"1",0,2,4,8,1430,1200,1948,0,"98177",47.7158,-122.366,2240,15186 +"8126300410","20140725T000000",650000,4,1.75,2390,12000,"1",0,0,3,8,1470,920,1979,0,"98052",47.7061,-122.163,2110,12000 +"7227800040","20140604T000000",190000,5,2,1750,10284,"1",0,0,4,5,1750,0,1943,0,"98056",47.5094,-122.182,1560,9010 +"1020069042","20141001T000000",858000,4,3.5,4370,422967,"1",0,2,4,10,2580,1790,1978,0,"98022",47.2332,-122.029,3260,422967 +"3213200245","20150115T000000",435500,1,1.75,1020,4512,"1",0,0,3,7,770,250,1937,0,"98115",47.6724,-122.266,1230,5029 +"0455000760","20150311T000000",685000,3,2,2500,6733,"1",0,0,3,8,1770,730,1979,0,"98107",47.6691,-122.36,1770,6343 +"0104510230","20141119T000000",252000,3,2,1540,7210,"2",0,0,4,7,1540,0,1984,0,"98023",47.3128,-122.351,1500,7210 +"4140090110","20140912T000000",512500,4,2.25,2200,6900,"2",0,0,4,8,2200,0,1975,0,"98028",47.7682,-122.261,2400,6900 +"6072500490","20140801T000000",423800,3,2.5,1940,7415,"2",0,0,3,8,1940,0,1965,0,"98006",47.542,-122.176,1940,8425 +"6705120100","20150504T000000",460000,3,2.25,1453,2225,"2",0,0,4,8,1453,0,1986,0,"98006",47.5429,-122.188,1860,2526 +"3764390100","20140722T000000",434000,3,2.75,1830,3200,"2",0,0,3,8,1830,0,1991,0,"98034",47.7155,-122.218,2030,3331 +"2988800011","20150414T000000",244000,3,1,2000,15900,"1",0,0,3,6,1000,1000,1948,0,"98178",47.4816,-122.233,1760,10500 +"1073100065","20150217T000000",348125,3,1,1400,8451,"1.5",0,0,3,7,1400,0,1953,0,"98133",47.7719,-122.337,1590,8433 +"1136100062","20140509T000000",585000,4,3.25,2400,29252,"2",0,0,4,8,2400,0,1982,0,"98072",47.743,-122.131,2280,45000 +"3356402020","20140508T000000",230000,3,1,1390,16000,"1",0,0,4,6,1390,0,1960,0,"98001",47.2898,-122.251,1420,10000 +"8039900180","20140805T000000",450000,3,2,1680,11250,"1",0,0,4,8,1680,0,1967,0,"98045",47.4861,-121.786,1760,12160 +"4174600391","20150323T000000",393000,5,2,1820,5054,"1",0,0,4,7,910,910,1970,0,"98108",47.5547,-122.299,1180,5628 +"6865200981","20141221T000000",517000,2,1,1140,3750,"1",0,0,4,7,1140,0,1925,0,"98103",47.6619,-122.343,1660,4000 +"1236900090","20140915T000000",400000,3,1,1060,12690,"1",0,0,3,7,1060,0,1969,0,"98033",47.6736,-122.167,1920,10200 +"0925069152","20150304T000000",890000,2,1.75,3050,50965,"2",0,0,3,10,3050,0,1991,0,"98053",47.6744,-122.05,3050,40107 +"9456200405","20150310T000000",205950,3,1,970,11963,"1",0,0,4,6,970,0,1970,0,"98198",47.3776,-122.315,1210,11963 +"2420069220","20141203T000000",209000,3,1,1320,3954,"1.5",0,0,3,6,1320,0,1912,2014,"98022",47.202,-121.994,1270,5184 +"6381501965","20140612T000000",430000,4,1.75,1890,6000,"1",0,0,4,6,1110,780,1947,0,"98125",47.7274,-122.305,1560,6356 +"9191201325","20150301T000000",534000,4,1.75,2040,2750,"1.5",0,0,4,6,1260,780,1926,0,"98105",47.6698,-122.3,1940,3750 +"9547202245","20140627T000000",735000,4,3,2370,3672,"1.5",0,0,5,7,1650,720,1916,0,"98115",47.678,-122.311,2140,4182 +"1924069115","20150224T000000",873000,3,2.25,2720,54450,"2",0,0,3,11,2720,0,1997,0,"98027",47.5473,-122.092,3170,60548 +"8121200970","20141118T000000",475000,4,2.25,1970,7532,"1",0,0,3,8,1390,580,1983,0,"98052",47.7219,-122.109,1970,8248 +"0323049176","20140530T000000",325000,3,1.75,2180,10230,"1",0,0,4,7,1090,1090,1961,0,"98118",47.5158,-122.281,2130,7200 +"0826079047","20140814T000000",500000,3,2.25,2990,216057,"2",0,0,3,9,2990,0,1994,0,"98019",47.754,-121.942,2840,215622 +"8078550610","20150120T000000",279000,4,2.75,2180,8475,"1",0,0,4,7,1330,850,1987,0,"98031",47.4045,-122.174,1500,7140 +"3904930530","20150414T000000",350000,3,2,1440,5469,"1",0,0,3,8,1440,0,1988,0,"98029",47.5753,-122.017,1980,6198 +"7504020970","20150421T000000",660000,4,2.25,3180,13653,"2",0,0,3,9,3180,0,1978,0,"98074",47.6316,-122.05,2910,12350 +"8642600090","20150218T000000",324950,2,1.5,1643,14616,"1",0,1,4,7,1643,0,1954,0,"98198",47.3973,-122.312,2270,9940 +"2239000011","20150127T000000",500000,4,2,1530,7816,"1",0,0,3,7,1530,0,1955,0,"98133",47.7309,-122.332,1480,7816 +"9382200121","20140718T000000",187300,2,1,1310,7697,"1",0,0,3,6,850,460,1950,0,"98146",47.4982,-122.348,1270,6410 +"7942601475","20140520T000000",345600,5,3.5,2800,5120,"2.5",0,0,3,9,2800,0,1903,2005,"98122",47.6059,-122.31,1780,5120 +"7375300100","20141124T000000",400000,3,1.5,1510,7642,"1",0,0,3,7,1510,0,1959,0,"98008",47.5978,-122.116,2180,8357 +"7974200457","20150122T000000",935000,5,3,2700,5001,"2",0,0,3,10,2700,0,2009,0,"98115",47.6811,-122.288,1610,5191 +"0923059206","20140715T000000",374000,4,1.75,2220,15600,"1",0,0,5,7,1140,1080,1963,0,"98056",47.492,-122.166,1670,4800 +"0782700150","20140609T000000",328000,3,1.75,1440,45302,"2",0,0,3,7,1440,0,1977,0,"98019",47.7078,-121.915,2080,49658 +"2144800146","20140826T000000",257500,3,2,1300,9334,"1",0,0,5,7,1300,0,1981,0,"98178",47.4865,-122.238,2210,9636 +"1337800220","20140908T000000",1.003e+006,4,2.5,2230,3600,"2",0,0,5,8,1630,600,1906,0,"98112",47.6304,-122.309,2410,4800 +"3530410081","20140626T000000",216500,2,1.75,1390,4482,"1",0,0,4,8,1390,0,1980,0,"98198",47.3785,-122.32,1390,4680 +"1525059198","20140521T000000",1.185e+006,3,2.25,2760,40946,"2",0,0,5,10,2760,0,1978,0,"98005",47.6501,-122.164,3030,42253 +"8665000040","20140730T000000",360000,4,2.5,3200,7282,"2",0,0,3,9,3200,0,2007,0,"98188",47.4318,-122.286,3030,7290 +"5016001619","20150122T000000",699999,3,0.75,1240,4000,"1",0,0,4,7,1240,0,1968,0,"98112",47.6239,-122.297,1460,4000 +"0826069184","20141002T000000",535000,3,2.5,1960,47044,"2",0,0,4,8,1960,0,1978,0,"98077",47.7573,-122.07,2020,29004 +"0123039147","20150319T000000",464950,3,2,2190,19800,"1",0,0,3,7,2190,0,1994,0,"98146",47.5106,-122.365,1640,9719 +"8089510150","20141202T000000",925000,4,2.5,3540,18168,"2",0,0,3,10,3540,0,1996,0,"98006",47.5441,-122.131,4130,11180 +"8818400450","20140508T000000",930000,3,3.25,2640,4080,"2",0,0,3,9,1840,800,1912,2000,"98105",47.6636,-122.326,1990,4080 +"6324000115","20140922T000000",727500,3,2,2660,5000,"1.5",0,3,3,8,1940,720,1910,0,"98116",47.5829,-122.382,2270,5000 +"1133000694","20150312T000000",325000,4,1.75,1670,9500,"1",0,0,3,7,1670,0,1976,0,"98125",47.7254,-122.31,1620,9500 +"4441300325","20140905T000000",695000,3,3.25,3080,12100,"2",0,0,3,8,2080,1000,1984,0,"98117",47.695,-122.399,2100,6581 +"3288301010","20140625T000000",585000,4,2.75,2890,6825,"1",0,0,3,8,1560,1330,1973,0,"98034",47.734,-122.182,1900,10120 +"8125200481","20140926T000000",319000,3,2.25,1800,9597,"1",0,2,3,7,1200,600,1963,0,"98188",47.4516,-122.267,1700,13502 +"8857600540","20150106T000000",265000,6,2.5,2000,7650,"1.5",0,0,4,7,1790,210,1960,0,"98032",47.3841,-122.288,1710,7650 +"1901600090","20140626T000000",359000,5,1.75,1940,6654,"1.5",0,0,4,7,1940,0,1953,0,"98166",47.4663,-122.359,2300,9500 +"1901600090","20150426T000000",390000,5,1.75,1940,6654,"1.5",0,0,4,7,1940,0,1953,0,"98166",47.4663,-122.359,2300,9500 +"9144300120","20150128T000000",374500,3,1,960,9531,"1",0,0,5,7,960,0,1969,0,"98072",47.7619,-122.162,1670,9250 +"3401700031","20140822T000000",661000,2,1.5,1750,46173,"2",0,0,4,8,1750,0,1964,0,"98072",47.7397,-122.126,2220,42224 +"5332200375","20141203T000000",900000,3,2.5,2320,5000,"2",0,0,3,8,1620,700,1907,1993,"98112",47.6278,-122.292,2160,5000 +"8582400015","20150413T000000",600000,5,2.5,2380,8204,"1",0,0,3,8,1540,840,1957,0,"98115",47.7,-122.287,2270,8204 +"4131900042","20140516T000000",2e+006,5,4.25,6490,10862,"2",0,3,4,11,3940,2550,1991,0,"98040",47.5728,-122.205,3290,14080 +"3964400120","20150508T000000",512500,4,1.75,1620,4240,"1.5",0,0,5,7,1620,0,1916,0,"98144",47.5746,-122.311,1450,4240 +"2212600040","20140604T000000",229500,3,1.75,1770,33224,"1",0,0,4,8,1770,0,1968,0,"98092",47.3377,-122.194,1690,22069 +"8562750300","20140731T000000",589000,3,2.5,2320,5663,"2",0,0,3,8,2320,0,2003,0,"98027",47.539,-122.07,2500,4500 +"2705600067","20150323T000000",539950,3,2.5,1330,2183,"3",0,0,3,8,1330,0,2014,0,"98117",47.6987,-122.365,1310,5000 +"3023049143","20141020T000000",640000,4,2.5,3420,21344,"2",0,0,3,9,3420,0,2002,0,"98166",47.45,-122.334,2110,21344 +"8944300110","20150108T000000",218250,3,1,1270,7344,"1",0,0,3,7,970,300,1967,0,"98023",47.305,-122.371,1290,7300 +"7277100395","20150225T000000",675000,4,3.5,2550,3600,"2",0,2,3,8,1880,670,1997,0,"98177",47.7709,-122.39,2090,6000 +"9407001830","20140717T000000",338000,5,2,1860,9000,"2",0,0,3,7,1860,0,1980,0,"98045",47.4484,-121.772,1390,9752 +"4406000620","20150331T000000",231750,3,1,1020,7615,"1",0,0,3,7,1020,0,1981,0,"98058",47.4292,-122.152,1470,9515 +"2414600366","20141114T000000",199900,1,1,720,7140,"1",0,0,3,6,720,0,1930,0,"98146",47.5119,-122.339,1140,7577 +"0098000870","20141001T000000",1.059e+006,4,3.5,4460,16271,"2",0,2,3,11,4460,0,2001,0,"98075",47.5862,-121.97,4540,17122 +"9211500230","20141002T000000",263000,4,2.75,1830,7315,"1",0,0,5,7,1250,580,1979,0,"98023",47.2989,-122.38,1730,7208 +"3600600065","20140820T000000",279950,3,1.5,1520,7200,"1",0,0,4,7,1160,360,1990,0,"98198",47.3855,-122.302,1460,7200 +"7177300090","20140520T000000",395000,3,1.5,1080,2940,"1.5",0,0,4,7,1080,0,1920,0,"98115",47.6832,-122.304,1400,4930 +"6664900410","20140626T000000",252500,3,2,1900,8002,"1",0,0,3,7,1900,0,1991,0,"98023",47.2909,-122.352,1900,6086 +"1853000530","20150312T000000",1.15e+006,4,3.75,5300,37034,"2",0,0,3,11,5300,0,1989,0,"98077",47.7283,-122.076,3730,37034 +"3751604653","20140826T000000",205000,3,1,1370,10708,"1",0,0,3,7,1370,0,1969,0,"98001",47.2769,-122.264,1770,14482 +"8563001130","20140828T000000",654000,5,2.5,2960,8968,"1",0,0,4,8,1640,1320,1965,0,"98008",47.6233,-122.102,1890,9077 +"1324079029","20150317T000000",200000,3,1,960,213008,"1",0,0,2,6,960,0,1933,0,"98024",47.5621,-121.862,1520,57499 +"1236300214","20140722T000000",700000,3,2.5,2190,7982,"2",0,0,3,8,2190,0,2004,0,"98033",47.6869,-122.187,2090,8888 +"2525049086","20141003T000000",2.72e+006,4,3.25,3990,18115,"2",0,0,4,11,3990,0,1989,0,"98039",47.6177,-122.229,3450,16087 +"8822900115","20141209T000000",306000,2,1.75,1200,2622,"1",0,0,5,7,800,400,1956,0,"98125",47.7175,-122.292,1310,1926 +"3832080610","20150406T000000",270000,3,2.5,1780,5015,"2",0,0,3,7,1780,0,2010,0,"98042",47.3352,-122.052,2010,5250 +"1657300450","20141029T000000",340000,3,2.25,2630,9916,"2",0,0,4,9,2630,0,1988,0,"98092",47.3314,-122.202,2470,10810 +"1151100035","20140611T000000",450000,4,2.5,2300,19250,"1",0,0,4,7,2300,0,1955,0,"98045",47.4793,-121.776,1460,19250 +"3876311490","20140724T000000",580000,4,2.75,3210,6825,"1",0,0,5,7,1810,1400,1975,0,"98034",47.7338,-122.169,1840,8000 +"9297300590","20141103T000000",435000,4,1.75,2290,4400,"1",0,3,3,7,1290,1000,1959,0,"98126",47.5698,-122.375,1820,4000 +"3260350100","20140818T000000",690000,4,2.5,2780,4688,"2",0,0,3,9,2780,0,2003,0,"98059",47.5225,-122.156,3000,6029 +"3886902615","20140617T000000",720000,4,2.5,2650,11520,"2",0,0,3,8,2110,540,1988,0,"98033",47.683,-122.187,2000,7680 +"2193300620","20150217T000000",403000,3,2.25,1840,13020,"1",0,0,3,8,1390,450,1980,0,"98052",47.6923,-122.095,2210,13020 +"7016100120","20140612T000000",440000,3,2.75,1560,7392,"1",0,0,5,7,1030,530,1972,0,"98011",47.7382,-122.182,1870,7520 +"8857600220","20141023T000000",178500,3,1,1200,8470,"1",0,0,5,7,1200,0,1961,0,"98032",47.3864,-122.287,1200,7952 +"1645000580","20141002T000000",270000,4,2.5,1900,8282,"1",0,0,3,7,1900,0,1968,1997,"98022",47.2089,-122.003,1420,8350 +"4337600205","20141112T000000",129888,2,1,710,9900,"1",0,0,3,6,710,0,1943,0,"98166",47.479,-122.339,1070,9900 +"1545805730","20150218T000000",260000,3,1.75,1360,15210,"1",0,0,3,7,1360,0,1987,0,"98038",47.3657,-122.047,1610,7800 +"8650100120","20140829T000000",339950,5,2.5,2990,7292,"2",0,0,4,8,2990,0,1990,0,"98042",47.3604,-122.091,2150,8190 +"4047200820","20140822T000000",250000,3,1,1640,26127,"2",0,0,3,6,1640,0,1975,0,"98019",47.7656,-121.905,1620,25788 +"1822059156","20150114T000000",680000,3,3.5,3650,103672,"1",0,0,3,10,2050,1600,2011,0,"98031",47.4002,-122.217,2550,16140 +"8812401450","20141229T000000",660000,10,3,2920,3745,"2",0,0,4,7,1860,1060,1913,0,"98105",47.6635,-122.32,1810,3745 +"1854750090","20140716T000000",1.225e+006,3,3.5,3680,11491,"2",0,2,3,11,3680,0,1999,0,"98007",47.5647,-122.128,3710,10030 +"6071200455","20140523T000000",550000,3,2,1830,9152,"1",0,0,5,8,1830,0,1959,0,"98006",47.5531,-122.181,1770,9220 +"6790200110","20150102T000000",675000,5,2.75,2570,12906,"2",0,0,3,8,2570,0,1987,0,"98075",47.5814,-122.05,2580,12927 +"6710100131","20150410T000000",981000,3,3.25,2730,9588,"2",0,1,3,10,1900,830,1984,0,"98052",47.6339,-122.09,2730,12736 +"8856004415","20150325T000000",168000,3,1,1150,8000,"1.5",0,0,4,6,1150,0,1913,1957,"98001",47.2749,-122.252,1170,9600 +"3276940100","20140522T000000",1e+006,4,3,4260,18687,"2",0,0,3,11,4260,0,1996,0,"98075",47.5874,-121.982,3490,16772 +"9407100300","20150401T000000",320000,3,1,1260,9600,"1",0,0,3,7,1260,0,1970,1995,"98045",47.4444,-121.762,1530,9790 +"1224049095","20150204T000000",959000,6,3.25,4440,17424,"1",0,1,4,9,2220,2220,1959,0,"98040",47.5791,-122.23,2660,10768 +"7899800586","20150409T000000",372000,4,1,2300,7680,"1",0,0,3,7,1270,1030,1959,0,"98106",47.524,-122.359,1840,5120 +"2607730110","20140707T000000",391500,3,2.5,1920,9625,"2",0,0,3,8,1920,0,1993,0,"98045",47.4876,-121.8,1920,10343 +"1781500180","20150327T000000",390000,2,1,1080,4725,"1.5",0,0,3,7,1080,0,1944,0,"98126",47.5275,-122.381,1520,4961 +"2341800195","20141106T000000",302000,2,1,890,5000,"1",0,0,4,6,890,0,1947,0,"98118",47.5526,-122.287,1160,5000 +"0052000067","20141103T000000",495000,3,3.5,1650,1577,"2",0,0,3,7,1100,550,2012,0,"98109",47.6302,-122.344,1580,1280 +"1972202023","20140904T000000",504500,3,2.5,1820,1545,"3",0,2,3,8,1640,180,1998,0,"98103",47.6523,-122.346,1440,1290 +"2919700540","20150318T000000",555000,4,1.75,2320,4800,"1.5",0,0,3,7,2170,150,1918,0,"98117",47.6893,-122.365,1390,4800 +"6613000375","20150317T000000",1.55e+006,4,3.5,3260,5000,"2",0,0,5,9,2630,630,1937,0,"98105",47.6598,-122.273,2600,5000 +"2391600735","20140909T000000",550000,3,1.5,1730,5750,"1",0,0,3,7,1250,480,1947,0,"98116",47.5645,-122.397,1370,5750 +"1337300145","20140721T000000",1.8e+006,4,2.5,3320,8325,"2.5",0,0,5,10,3320,0,1905,0,"98112",47.6263,-122.314,3680,6050 +"9164100035","20150429T000000",655000,1,1,1660,5422,"1",0,0,4,7,830,830,1908,0,"98117",47.6821,-122.388,1100,5356 +"0821069025","20150213T000000",685000,3,2.5,3290,90796,"2",0,0,4,10,3290,0,1992,0,"98042",47.3154,-122.079,2700,55023 +"1566100555","20150501T000000",721000,4,2,2280,8339,"1",0,0,4,7,1220,1060,1954,0,"98115",47.6986,-122.297,1970,8340 +"2397100705","20140714T000000",1.51863e+006,4,4.25,3650,5328,"1.5",0,0,3,9,2330,1320,1907,2014,"98119",47.638,-122.362,1710,3600 +"0822069066","20150223T000000",365000,4,2.5,1620,219542,"2",0,0,3,7,1620,0,1980,0,"98038",47.4014,-122.069,2240,217800 +"3834000820","20140613T000000",458000,3,2,2020,8555,"1",0,0,4,7,1220,800,1957,0,"98125",47.7278,-122.287,1600,8148 +"1432700880","20150409T000000",280000,2,1,1150,12861,"1",0,0,3,6,1150,0,1959,0,"98058",47.4493,-122.171,1170,7574 +"3658700395","20150409T000000",628000,4,1.75,1940,3060,"1",0,0,4,7,1000,940,1911,0,"98115",47.6786,-122.317,1320,3060 +"1564000410","20150218T000000",781500,4,2.5,3440,6332,"2",0,0,3,10,3440,0,2001,0,"98059",47.5347,-122.155,3310,6528 +"0984100450","20140624T000000",295000,3,1.75,2000,7560,"1",0,0,4,7,1300,700,1968,0,"98058",47.4346,-122.171,1900,8301 +"4449800063","20150403T000000",435000,2,1,750,2786,"1",0,0,5,7,750,0,1947,0,"98117",47.6892,-122.393,1700,4653 +"7694600201","20150322T000000",300000,3,1.75,1420,7200,"1",0,0,3,7,1000,420,1979,0,"98146",47.5069,-122.367,1550,8640 +"0844001145","20150326T000000",208500,2,1,880,4814,"1",0,0,4,5,880,0,1906,0,"98010",47.3107,-121.999,1010,6160 +"8682281960","20140603T000000",930000,2,2.5,2680,11214,"1",0,0,3,9,2680,0,2006,0,"98053",47.7078,-122.019,2305,6908 +"1604600790","20150211T000000",316000,2,2,860,3000,"1",0,0,3,6,860,0,1906,0,"98118",47.5633,-122.288,1290,3500 +"1796380330","20140623T000000",249900,3,2,1310,6738,"1",0,0,4,7,1310,0,1990,0,"98042",47.3694,-122.083,1290,8067 +"3416600490","20140731T000000",675000,3,2.25,1780,4252,"2",0,0,4,8,1540,240,1989,0,"98144",47.6004,-122.292,2220,4000 +"3904901520","20141030T000000",447000,3,2.25,1440,4667,"2",0,0,3,7,1440,0,1985,0,"98029",47.5662,-122.017,1610,4756 +"1556200155","20150417T000000",675000,3,2,1510,3817,"1.5",0,0,3,8,1510,0,1905,1994,"98122",47.6088,-122.294,1510,3817 +"0567000401","20150421T000000",546000,4,2.5,2100,1397,"3",0,0,3,8,1580,520,2008,0,"98144",47.5928,-122.295,1490,1201 +"6450300673","20141231T000000",310000,3,2,1310,1361,"3",0,0,3,7,1310,0,2003,0,"98133",47.7337,-122.343,1370,1608 +"4440400155","20150106T000000",190000,3,1,1280,5100,"1",0,0,3,7,880,400,1961,0,"98178",47.5035,-122.259,1360,6120 +"2450000165","20140618T000000",650000,3,1.5,1320,8114,"1",0,0,3,8,1320,0,1951,0,"98004",47.5827,-122.195,2110,8114 +"9828701605","20141002T000000",585000,3,2.5,1740,2350,"2",0,0,3,8,1130,610,1995,0,"98112",47.6207,-122.297,1740,3201 +"0856000985","20141106T000000",1.4308e+006,4,2.5,2910,7364,"2",0,0,3,10,2910,0,2003,0,"98033",47.6906,-122.213,2480,8400 +"7504100360","20150112T000000",565000,4,2.5,2500,12090,"1",0,0,3,9,2500,0,1983,0,"98074",47.6346,-122.045,3380,12760 +"7883606725","20141111T000000",174900,3,1,1100,6000,"1.5",0,0,2,6,1100,0,1926,0,"98108",47.5279,-122.318,960,5880 +"2926049564","20140924T000000",360000,3,2.25,1381,1180,"3",0,0,3,8,1381,0,2007,0,"98125",47.711,-122.32,1381,1180 +"7418700040","20150429T000000",234000,3,1,960,9624,"1",0,0,3,7,960,0,1953,0,"98155",47.7758,-122.301,1540,9624 +"3756900027","20141125T000000",575000,8,3,3840,15990,"1",0,0,3,7,2530,1310,1961,0,"98034",47.7111,-122.211,1380,8172 +"7237300610","20150303T000000",315000,3,2.5,2200,5954,"2",0,0,3,7,2200,0,2004,0,"98042",47.3709,-122.125,2200,5046 +"1312900180","20150325T000000",225000,3,1,1250,7820,"1",0,0,3,7,1250,0,1967,0,"98001",47.3397,-122.291,1300,7920 +"3824100211","20140626T000000",370000,3,1.5,2380,14500,"1",0,0,4,7,1850,530,1961,0,"98028",47.7714,-122.256,1830,13600 +"0455000395","20140523T000000",606000,3,1,1500,3920,"1",0,0,3,7,1000,500,1947,0,"98107",47.6718,-122.359,1640,4017 +"2472950120","20140603T000000",272500,3,2,1410,7622,"1",0,0,4,7,1410,0,1983,0,"98058",47.4273,-122.147,1830,8330 +"7977201709","20150323T000000",475000,3,1.75,1680,3420,"1",0,0,3,7,960,720,1992,0,"98115",47.6855,-122.291,1680,4080 +"5095400040","20140605T000000",270000,3,1,1500,13500,"1",0,0,4,7,1500,0,1968,0,"98059",47.4666,-122.072,1350,13680 +"2324039152","20140818T000000",624000,4,1.75,2710,9216,"1",0,0,3,8,1440,1270,1961,0,"98126",47.5523,-122.379,1960,6350 +"1442300035","20140702T000000",355000,3,1.75,1730,7416,"1.5",0,0,3,7,1730,0,1954,0,"98133",47.76,-122.349,1390,6490 +"6145601725","20141104T000000",345000,3,1,960,3844,"1",0,0,3,7,960,0,1972,0,"98133",47.7027,-122.346,1020,3844 +"7137950210","20141120T000000",342000,4,2.5,2380,7792,"2",0,0,3,8,2380,0,1993,0,"98092",47.3273,-122.173,2260,7378 +"2720069019","20141103T000000",316000,3,1.75,1120,98445,"1.5",0,2,4,7,1120,0,1917,0,"98022",47.1853,-122.017,1620,34200 +"1560920040","20140731T000000",539950,4,2.5,2960,37430,"2",0,0,3,9,2960,0,1990,0,"98038",47.3988,-122.023,2800,36384 +"7812801785","20150218T000000",221347,3,2,1580,6655,"1",0,0,3,6,790,790,1944,0,"98178",47.4927,-122.248,1090,6655 +"8860500300","20140718T000000",330000,3,2.5,1870,4657,"2",0,0,3,8,1870,0,2000,0,"98055",47.4615,-122.214,2290,4795 +"6142100090","20140718T000000",279000,4,2.5,1810,13000,"1",0,0,4,8,1470,340,1977,0,"98022",47.2202,-121.993,1850,13000 +"4083302225","20141014T000000",850000,4,3,2550,3784,"1.5",0,0,4,8,1750,800,1900,0,"98103",47.6559,-122.338,2100,4560 +"2591700037","20150212T000000",746000,3,1.75,1910,12321,"1",0,0,4,7,1100,810,1952,0,"98004",47.5995,-122.198,1910,11761 +"5458300580","20141001T000000",478000,2,2,1200,1867,"1",0,0,3,7,600,600,1924,1998,"98109",47.627,-122.345,1790,2221 +"3362400650","20150116T000000",820000,4,2.75,2420,4635,"1.5",0,0,5,7,2420,0,1905,0,"98103",47.682,-122.347,1590,3150 +"5553300375","20140820T000000",2.16e+006,3,3.5,3080,6495,"2",0,3,3,11,2530,550,1996,2006,"98199",47.6321,-122.393,4120,8620 +"2024059111","20141023T000000",820000,3,3,3850,38830,"2",0,1,3,10,3850,0,2000,0,"98006",47.5535,-122.191,2970,14050 +"6649900090","20150418T000000",887000,3,2,3000,22040,"2",0,2,4,8,2470,530,1942,0,"98177",47.7745,-122.368,2600,7947 +"3356403400","20140724T000000",159000,3,1,1360,20000,"1",0,0,4,7,1360,0,1953,0,"98001",47.2861,-122.253,1530,9997 +"2771604190","20140617T000000",824000,7,4.25,3670,4000,"2",0,1,3,8,2800,870,1964,0,"98199",47.6375,-122.388,2010,4000 +"6638900265","20140925T000000",812000,4,2.5,2270,5000,"2",0,0,3,9,2270,0,2014,0,"98117",47.6916,-122.37,1210,5000 +"8731960540","20141215T000000",242000,4,2.5,1750,11400,"2",0,0,4,7,1750,0,1975,0,"98023",47.3149,-122.386,1890,9024 +"7853301400","20140520T000000",625000,4,2.5,3550,8048,"2",0,0,3,9,3550,0,2007,0,"98065",47.5422,-121.888,3920,7871 +"0123039176","20141212T000000",399888,4,1,2370,30200,"1.5",0,0,4,7,1570,800,1948,0,"98146",47.5108,-122.366,1640,9719 +"4178500150","20140922T000000",289000,3,2.25,1670,6600,"2",0,0,4,7,1670,0,1990,0,"98042",47.3604,-122.089,1670,6801 +"7702600930","20140804T000000",400000,3,2,1860,12944,"1",0,0,3,9,1860,0,2002,0,"98058",47.4298,-122.102,2500,29279 +"3892500150","20140521T000000",1.55e+006,3,2.5,4460,26027,"2",0,0,3,12,4460,0,1992,0,"98033",47.6573,-122.173,3770,26027 +"6021500970","20140528T000000",345000,2,1,1080,4000,"1",0,0,3,7,1080,0,1940,0,"98117",47.6902,-122.387,1530,4240 +"6021500970","20150407T000000",874950,2,1,1080,4000,"1",0,0,3,7,1080,0,1940,0,"98117",47.6902,-122.387,1530,4240 +"9136100056","20140528T000000",875000,3,2.75,2280,4280,"1",0,0,5,7,1280,1000,1917,0,"98103",47.6685,-122.335,1650,4280 +"0205000120","20150310T000000",628990,4,2.5,2540,32647,"2",0,0,3,9,2540,0,1996,0,"98053",47.6324,-121.988,2740,32647 +"3019300090","20140723T000000",535000,2,3.5,2560,5000,"1",0,0,4,6,1280,1280,1944,0,"98107",47.6681,-122.368,1390,4000 +"5492200090","20141007T000000",770126,4,2.75,2390,9300,"1",0,0,3,8,1430,960,1979,0,"98004",47.6035,-122.206,1910,9348 +"1777600900","20140710T000000",710000,4,2.5,2870,8995,"1",0,0,5,8,1870,1000,1968,0,"98006",47.5678,-122.128,2670,9672 +"9297301050","20140618T000000",465000,3,1.75,1510,4800,"1",0,2,3,7,860,650,1925,2011,"98126",47.5667,-122.372,1510,4800 +"5745600040","20140814T000000",359000,3,1.75,2200,11520,"1",0,0,4,7,2200,0,1952,0,"98133",47.7659,-122.341,1690,8038 +"2114700090","20150301T000000",151000,2,0.75,720,5040,"1",0,0,3,4,720,0,1949,0,"98106",47.5323,-122.347,1290,4120 +"2597530650","20140815T000000",820000,3,2.5,2970,9600,"2",0,0,3,9,2970,0,1994,0,"98006",47.5422,-122.132,2970,9707 +"1099600620","20150326T000000",160000,3,1.5,960,6497,"1",0,0,4,7,960,0,1970,0,"98023",47.3018,-122.378,1160,7080 +"3693901720","20140701T000000",535000,4,1.75,1420,5000,"1.5",0,0,4,7,1420,0,1945,0,"98117",47.6771,-122.397,1490,5000 +"7417100123","20150423T000000",365000,3,2.25,1800,9010,"1",0,0,3,7,1300,500,1975,0,"98155",47.7722,-122.312,1950,10240 +"8691410730","20150220T000000",708000,4,2.5,3090,5600,"2",0,0,3,9,3090,0,2005,0,"98075",47.597,-121.979,3080,5788 +"3832300090","20140709T000000",215000,3,1,1200,7280,"1",0,0,4,7,1200,0,1967,0,"98032",47.3724,-122.277,1200,8400 +"2525049113","20140725T000000",1.95e+006,4,3.5,4065,18713,"2",0,0,4,10,4065,0,1987,0,"98039",47.6209,-122.237,3070,18713 +"1523059103","20140926T000000",390000,4,2.5,2570,22215,"2",0,0,5,7,2570,0,1958,0,"98059",47.4833,-122.157,2460,6533 +"3187600100","20140513T000000",570000,3,2,1530,5401,"1",0,0,4,7,1530,0,1937,0,"98115",47.686,-122.304,1640,5467 +"1628700107","20140625T000000",383000,3,1.75,1500,13430,"1",0,0,3,7,1500,0,1977,0,"98072",47.7527,-122.082,1500,13430 +"1152700120","20150409T000000",370000,4,3,2490,5706,"2",0,0,3,9,2490,0,2005,0,"98042",47.3509,-122.165,2650,5880 +"0808300180","20150211T000000",454000,4,2.5,3040,12522,"2",0,0,3,7,3040,0,2000,0,"98019",47.7247,-121.959,2490,9742 +"3585300194","20150324T000000",1.4e+006,5,3.25,4140,32700,"1",0,4,3,10,2190,1950,1973,0,"98177",47.7633,-122.369,3220,22077 +"3342700610","20140728T000000",371000,4,1.75,1690,10854,"1",0,0,3,7,1690,0,1977,0,"98056",47.5241,-122.199,2390,7000 +"7376300085","20150505T000000",530000,3,1.75,1430,10350,"1",0,0,3,7,1430,0,1959,0,"98008",47.6353,-122.123,1890,10350 +"6204000040","20140610T000000",608000,4,2.75,2490,9714,"1",0,0,4,8,1400,1090,1983,0,"98011",47.7496,-122.201,2060,15300 +"3992700475","20141111T000000",450000,3,1.75,1350,7200,"1",0,0,5,7,1350,0,1954,0,"98125",47.713,-122.284,1100,7200 +"9510920120","20140730T000000",780000,4,2.5,3140,14421,"2",0,0,3,10,3140,0,1994,0,"98075",47.5943,-122.018,3140,17417 +"9485920120","20140829T000000",290000,4,2.5,2340,52272,"2",0,0,2,8,2340,0,1978,0,"98042",47.3468,-122.091,2480,40500 +"1685200110","20140916T000000",225000,3,1.75,1610,14182,"1",0,0,4,7,1100,510,1978,0,"98092",47.3174,-122.18,1510,8400 +"7574910650","20140911T000000",805000,4,2.5,3320,38032,"2",0,0,4,10,3320,0,1991,0,"98077",47.7478,-122.036,3270,37804 +"4178600040","20150407T000000",660000,3,2.5,2390,15669,"2",0,0,3,9,2390,0,1991,0,"98011",47.7446,-122.193,2640,12500 +"3793700210","20140613T000000",299000,3,1.75,1180,13927,"1",0,0,5,7,1180,0,1962,0,"98059",47.4818,-122.094,1400,13173 +"1972200325","20140919T000000",530000,2,2.25,1260,1312,"3",0,0,3,8,1260,0,2007,0,"98103",47.6538,-122.356,1300,1312 +"7010701383","20141017T000000",680000,3,2.5,1800,4400,"1",0,0,5,7,1350,450,1970,0,"98199",47.6599,-122.396,1920,4400 +"3353401340","20150216T000000",199900,4,1.75,1790,12000,"1",0,0,5,6,1790,0,1944,0,"98001",47.2664,-122.256,1550,9840 +"3352401037","20150108T000000",224000,3,1.75,1760,6300,"1",0,0,3,7,1060,700,1963,0,"98178",47.5003,-122.26,1340,7300 +"8802400906","20140829T000000",244000,3,1.75,1540,8885,"1",0,0,4,7,1440,100,1980,0,"98031",47.4031,-122.201,1540,12734 +"4443800940","20150408T000000",485000,4,1.75,1260,3880,"1",0,0,5,7,860,400,1918,0,"98117",47.687,-122.391,1000,3880 +"2215450100","20150112T000000",330000,4,2.5,2240,7589,"2",0,0,3,8,2240,0,1994,0,"98030",47.3824,-122.207,2250,7300 +"8900000100","20141231T000000",509000,4,2,1630,1724,"1.5",0,0,3,6,1030,600,1915,1970,"98119",47.6472,-122.362,1780,3810 +"8079010220","20141117T000000",440000,4,2.5,2350,7203,"2",0,0,3,8,2350,0,1989,0,"98059",47.5123,-122.151,2260,7274 +"8078050120","20141210T000000",244000,3,2,1350,8587,"1",0,0,3,7,1350,0,1998,0,"98022",47.2073,-122.012,1350,8587 +"1773101215","20140717T000000",399700,4,1.75,1320,4800,"1",0,0,4,7,870,450,1930,0,"98106",47.5534,-122.365,940,4800 +"2768100205","20140625T000000",519000,4,2.5,1950,2617,"1.5",0,0,4,7,1250,700,1910,0,"98107",47.6696,-122.372,1520,1438 +"5537200043","20140508T000000",211000,4,1,2100,9200,"1",0,0,3,7,1050,1050,1959,0,"98168",47.476,-122.292,1540,10033 +"0868000905","20140708T000000",950000,3,2.5,3480,7800,"1",0,0,4,7,1750,1730,1941,1998,"98177",47.7047,-122.378,3010,9918 +"8635760490","20140902T000000",410000,3,2.5,1830,2839,"2",0,0,3,8,1830,0,1999,0,"98074",47.6022,-122.021,1830,3011 +"3052700245","20150325T000000",750000,4,2,2640,5000,"2",0,0,3,7,2040,600,1949,0,"98117",47.678,-122.375,1330,5000 +"9320901250","20140910T000000",133400,3,1,900,2550,"1",0,0,4,6,900,0,1978,0,"98023",47.3036,-122.363,1120,2550 +"2420069042","20150424T000000",240000,3,2,1553,6550,"1",0,0,3,7,1553,0,1900,2001,"98022",47.2056,-121.994,1010,10546 +"6870300090","20140604T000000",539000,3,2.5,1710,2300,"2",0,0,3,8,1570,140,2005,0,"98052",47.6743,-122.142,2120,2856 +"1223089066","20140814T000000",688000,4,3,3400,292723,"2",0,0,3,10,3400,0,1998,0,"98045",47.4883,-121.725,1760,69696 +"7974200937","20140513T000000",465000,3,1.5,1270,5112,"1",0,0,3,7,1270,0,1950,0,"98115",47.676,-122.288,1580,5080 +"2998300146","20140617T000000",936000,3,1.75,2960,12420,"1",0,2,4,8,1480,1480,1952,0,"98116",47.5739,-122.406,2700,9106 +"7202290650","20141230T000000",620000,4,2.5,3040,9606,"2",0,0,3,7,3040,0,2003,0,"98053",47.6884,-122.044,1690,3849 +"1326039061","20141020T000000",429950,3,1.75,1430,9750,"1",0,0,5,7,1430,0,1962,0,"98133",47.7441,-122.357,1630,9282 +"4142450330","20140707T000000",296475,3,2.5,1520,4170,"2",0,0,3,7,1520,0,2004,0,"98038",47.3842,-122.04,1560,4237 +"6139100076","20150427T000000",330000,4,2,1820,9450,"1",0,0,3,7,1100,720,1962,0,"98155",47.7607,-122.329,1540,9450 +"8126300360","20140730T000000",445000,3,2.25,1800,11200,"1",0,0,3,8,1270,530,1979,0,"98052",47.7072,-122.164,1940,11250 +"1231000645","20140801T000000",846000,4,3.25,2720,4000,"2",0,1,3,10,2070,650,2014,0,"98118",47.5554,-122.267,1450,4000 +"8149600265","20150514T000000",725000,4,1.75,1980,5850,"1",0,1,4,8,1380,600,1960,0,"98116",47.5607,-122.391,1810,5850 +"9264950410","20150504T000000",369000,4,2.5,2550,7349,"2",0,0,3,9,2550,0,1989,0,"98023",47.3059,-122.349,2400,8508 +"9541800065","20140609T000000",625000,3,1.75,2210,16200,"1",0,0,3,8,1390,820,1958,0,"98005",47.5924,-122.175,2050,16200 +"7202330790","20140618T000000",535000,3,2,2120,4080,"2",0,0,3,7,2120,0,2003,0,"98053",47.682,-122.037,2280,4080 +"7335400065","20141218T000000",229950,4,1.5,1570,6717,"1",0,0,5,6,1570,0,1911,0,"98002",47.307,-122.217,1140,6716 +"1313500090","20150423T000000",229999,3,1.75,1310,6960,"1",0,0,4,7,1310,0,1974,0,"98092",47.2761,-122.153,1580,7200 +"1797500600","20140825T000000",850000,5,3.5,3150,4120,"2",0,0,3,8,2460,690,1911,2007,"98115",47.6754,-122.315,2080,4160 +"5561301220","20140610T000000",589900,4,4.5,3870,35889,"2",0,0,3,10,2530,1340,2001,0,"98027",47.4677,-122.01,3020,35366 +"5700002165","20141030T000000",513000,2,1,1840,4322,"1",0,0,4,7,1160,680,1914,0,"98144",47.5764,-122.289,1750,4322 +"9202650040","20140926T000000",401000,3,1,1120,8321,"1",0,0,4,6,1120,0,1941,1987,"98027",47.5631,-122.091,1980,8671 +"7211401975","20140905T000000",260000,3,2.5,1440,2500,"2",0,0,3,7,1440,0,2006,0,"98146",47.511,-122.359,1440,5000 +"0126039394","20150508T000000",525000,4,2.75,2300,26650,"1",0,0,4,8,2300,0,1950,0,"98177",47.7771,-122.362,2000,9879 +"3204800150","20150320T000000",470000,3,3.5,2070,11658,"1",0,0,4,8,1370,700,1977,0,"98056",47.537,-122.178,1930,8744 +"7686204750","20150121T000000",205000,4,1.5,1420,8063,"1",0,0,3,7,940,480,1962,0,"98198",47.4174,-122.316,1330,7515 +"7524950900","20150210T000000",620000,3,2.25,2010,7495,"1",0,0,4,8,1570,440,1979,0,"98027",47.5613,-122.083,2050,8402 +"7211400850","20140811T000000",229000,3,1.5,1200,5000,"1",0,0,3,6,1200,0,1979,0,"98146",47.5122,-122.357,1440,2500 +"8024202520","20140509T000000",445000,2,2,1150,6634,"1",0,0,3,7,860,290,1940,0,"98115",47.7001,-122.309,1680,6892 +"7340600068","20140514T000000",215000,2,1,1240,7200,"1",0,0,3,7,1240,0,1967,0,"98168",47.4971,-122.282,1130,9200 +"8682260850","20140729T000000",504975,2,2.5,1900,4871,"2",0,0,3,8,1900,0,2005,0,"98053",47.7132,-122.034,1640,4780 +"6804600720","20140801T000000",495000,4,2.25,2350,10072,"2",0,0,3,8,2350,0,1980,0,"98011",47.7628,-122.168,2210,9687 +"1865820300","20150311T000000",205000,3,1,1120,8342,"1",0,0,4,7,1120,0,1976,0,"98042",47.3732,-122.116,1190,6660 +"3163600076","20140730T000000",152275,1,1,1020,6871,"1",0,0,3,6,1020,0,1937,1946,"98146",47.5051,-122.338,1260,6933 +"5418500650","20150325T000000",586000,4,2.25,1930,8338,"1",0,0,3,8,1930,0,1968,0,"98125",47.7026,-122.285,2280,7616 +"8682220230","20141017T000000",779950,2,2.5,2680,7625,"1",0,0,3,9,2680,0,2002,0,"98053",47.7094,-122.024,2310,7395 +"3578401210","20141218T000000",557000,4,1.75,2660,11315,"2",0,0,4,8,2660,0,1983,0,"98074",47.6204,-122.044,1980,11315 +"9122001225","20141029T000000",610000,4,2.25,2200,7200,"1",0,2,4,8,1220,980,1958,0,"98144",47.5818,-122.296,1940,6000 +"5667100025","20140708T000000",405000,3,1.5,1010,7683,"1.5",0,0,5,7,1010,0,1953,0,"98125",47.72,-122.318,1550,7271 +"5089700750","20140509T000000",320000,4,2.25,2310,7490,"2",0,0,3,8,2310,0,1980,0,"98055",47.4379,-122.192,2310,8480 +"3331500650","20140919T000000",356000,3,1,920,3863,"1",0,0,3,6,920,0,1970,0,"98118",47.5524,-122.27,1080,5150 +"9528102865","20150226T000000",794500,5,3,3030,4120,"1.5",0,0,4,7,1930,1100,1913,0,"98115",47.6771,-122.319,1280,3090 +"6928000590","20140508T000000",349000,3,1.75,1590,9620,"1",0,0,3,7,1590,0,1988,0,"98059",47.4815,-122.152,2980,9398 +"1423069162","20140604T000000",549000,4,2.25,2740,88426,"2",0,0,3,7,2740,0,1991,0,"98027",47.4734,-122.006,2740,62726 +"7877400245","20140718T000000",193000,3,1,960,10761,"1",0,0,4,6,960,0,1962,0,"98002",47.2819,-122.224,960,10761 +"7430500301","20141016T000000",700000,3,1.5,2240,7227,"2",0,1,3,9,1440,800,1977,0,"98008",47.6208,-122.093,3150,16150 +"7852010900","20150324T000000",523000,3,2.5,2400,6182,"2",0,0,3,8,2400,0,1998,0,"98065",47.5363,-121.87,2420,5829 +"4022900652","20141118T000000",565000,5,3.25,2860,20790,"1",0,0,4,7,1800,1060,1965,0,"98155",47.7757,-122.295,1920,9612 +"7852030790","20150505T000000",500000,4,2.5,2960,5027,"2",0,0,3,7,2960,0,2000,0,"98065",47.5328,-121.881,2760,5500 +"3528900330","20140707T000000",1.45e+006,4,3.25,3770,4103,"2",0,0,5,9,2710,1060,1925,0,"98109",47.641,-122.349,2560,4160 +"2623069106","20150219T000000",710000,6,3.5,3830,68825,"2",0,0,3,9,3830,0,1995,0,"98027",47.4574,-122.003,2410,68825 +"0088000173","20141015T000000",333000,4,2,2750,9001,"1",0,0,3,8,2750,0,2008,0,"98055",47.457,-122.189,1340,11050 +"3179102305","20140717T000000",580000,3,1.75,2100,6874,"1",0,0,3,7,1300,800,1943,0,"98115",47.6724,-122.279,2220,5912 +"5379803386","20140801T000000",289950,4,1.75,1500,8400,"1",0,0,3,7,1200,300,1956,0,"98188",47.4531,-122.273,1780,9913 +"8127700845","20150219T000000",375000,2,1,710,4618,"1",0,1,3,5,710,0,1925,0,"98199",47.64,-122.394,1810,4988 +"8562901010","20140926T000000",505000,2,3,2770,10800,"1.5",0,0,5,8,1910,860,1984,0,"98074",47.6082,-122.057,2140,10800 +"4058200915","20140721T000000",324950,3,1.75,2050,6720,"1",0,2,3,7,1050,1000,1939,0,"98178",47.5058,-122.235,2380,7260 +"8861700110","20140714T000000",490000,4,2.25,1960,10275,"2",0,0,3,7,1960,0,1965,0,"98052",47.6887,-122.124,1560,10275 +"6822100155","20140512T000000",630000,4,2,1770,6000,"2",0,0,5,7,1770,0,1911,1981,"98199",47.6493,-122.401,1340,6000 +"3345700215","20140620T000000",595000,3,2.75,3290,22649,"2",0,0,4,8,3290,0,1993,0,"98056",47.5241,-122.193,2750,6119 +"0582000644","20150501T000000",872500,4,2,1990,6000,"1",0,0,3,9,1260,730,1956,2015,"98199",47.6515,-122.397,1770,6000 +"6126601380","20150222T000000",490000,2,1,1760,5250,"1",0,2,4,7,1000,760,1951,0,"98126",47.5577,-122.379,1760,5400 +"3303850330","20141216T000000",1.9e+006,4,3.25,5080,27755,"2",0,0,3,11,5080,0,2001,0,"98006",47.5423,-122.111,4730,22326 +"3343902281","20150505T000000",310000,2,1,1020,8102,"1",0,0,3,7,1020,0,1956,0,"98056",47.5135,-122.193,1770,7291 +"2023059052","20150504T000000",450000,3,1,1350,92721,"1",0,0,2,6,1200,150,1946,0,"98055",47.4657,-122.198,1860,8096 +"7504001430","20141023T000000",539000,3,1.5,1740,12000,"2",0,0,3,9,1740,0,1974,0,"98074",47.6276,-122.053,2580,12224 +"9290850330","20140707T000000",888550,3,2.5,3540,38322,"2",0,0,3,10,3540,0,1989,0,"98053",47.6892,-122.048,3540,35926 +"7955080300","20140714T000000",269950,3,2.5,1520,8720,"1",0,0,3,7,1080,440,1981,0,"98058",47.4267,-122.157,1720,7551 +"3980300371","20140926T000000",142000,0,0,290,20875,"1",0,0,1,1,290,0,1963,0,"98024",47.5308,-121.888,1620,22850 +"3755100220","20140819T000000",300000,3,1.75,1310,9761,"1",0,0,3,7,1310,0,1967,0,"98034",47.721,-122.228,1490,9600 +"3425059076","20140922T000000",780000,2,3.25,3000,24004,"1",0,0,3,10,2410,590,1952,0,"98005",47.611,-122.157,4270,24506 +"8728550150","20140715T000000",545000,3,2.5,2660,20369,"2",0,0,3,8,2660,0,1992,0,"98027",47.5234,-122.055,2720,12927 +"2108500110","20150415T000000",278000,3,2.25,2120,9804,"2",0,0,3,7,2120,0,1994,0,"98042",47.3596,-122.16,2120,7200 +"7941130110","20141201T000000",342000,3,2.25,1200,2845,"2",0,0,3,7,1200,0,1986,0,"98034",47.7151,-122.203,1220,2140 +"1545807180","20150506T000000",190000,4,1.75,1900,9861,"1",0,0,4,7,1900,0,1967,0,"98038",47.3615,-122.057,1720,7967 +"1972200382","20141121T000000",387000,2,1.5,1010,948,"3",0,0,3,8,1010,0,1999,0,"98103",47.6529,-122.355,1330,1318 +"2473420100","20150304T000000",279950,3,2.25,1850,7480,"2",0,0,3,7,1850,0,1978,0,"98058",47.452,-122.159,1870,7480 +"0722059020","20150318T000000",550000,6,4.5,4520,40164,"2",0,0,3,9,3580,940,1953,2008,"98031",47.407,-122.216,2870,13068 +"1626079154","20140520T000000",439000,3,2,2010,251341,"2",0,0,3,8,1510,500,2003,0,"98019",47.7416,-121.91,1780,108900 +"1152000040","20141010T000000",774888,3,2.25,2420,23507,"1",0,0,4,8,2420,0,1969,0,"98027",47.5107,-122.027,2540,22257 +"5152960330","20140610T000000",480000,5,2.5,2732,9500,"1",0,2,4,8,1870,862,1975,0,"98003",47.3436,-122.323,2720,10000 +"6431000206","20140508T000000",835000,4,2,1910,6960,"1.5",0,0,5,8,1910,0,1941,0,"98103",47.6893,-122.348,1360,3300 +"2397101185","20150303T000000",1.5e+006,5,3.5,3520,5400,"2",0,0,3,9,2400,1120,2008,0,"98119",47.6364,-122.363,1360,3600 +"2922700865","20150326T000000",771000,4,2,2220,3760,"1.5",0,0,4,7,1370,850,1929,0,"98117",47.6876,-122.368,1620,3760 +"3271800870","20140807T000000",1.225e+006,4,2.25,2020,5800,"1",0,3,4,9,1760,260,1941,0,"98199",47.6471,-122.412,3100,5800 +"1562200090","20141017T000000",600000,4,2.5,2090,7290,"1",0,0,5,8,1420,670,1966,0,"98007",47.624,-122.142,2110,8436 +"1431700210","20140702T000000",305000,3,1,1580,7424,"1",0,0,3,7,1010,570,1962,0,"98058",47.4607,-122.171,1710,7772 +"2566300100","20150327T000000",1.388e+006,5,1.75,2650,11340,"1",0,0,3,8,2650,0,1955,0,"98004",47.626,-122.213,2780,13204 +"5379806155","20140910T000000",216500,3,1,1020,11652,"1",0,0,4,6,1020,0,1971,0,"98188",47.4459,-122.278,1690,11652 +"0952006857","20150122T000000",370000,3,2.5,1070,1219,"2",0,0,3,7,720,350,2004,0,"98116",47.5618,-122.384,1070,1254 +"3792400110","20140630T000000",492650,4,1.75,2120,9786,"1",0,0,3,8,1640,480,1967,0,"98177",47.7753,-122.365,2310,8787 +"3755100540","20140725T000000",431200,5,1.75,1360,10609,"1",0,0,3,7,1060,300,1966,0,"98034",47.7203,-122.229,1490,9935 +"2122059014","20150409T000000",277500,4,2,1700,12048,"2",0,0,3,7,1700,0,1990,0,"98030",47.3748,-122.186,1960,7650 +"0110000040","20150317T000000",278000,5,1.5,1820,8712,"1",0,0,5,7,1090,730,1960,0,"98032",47.3712,-122.289,1820,8712 +"3876800580","20140902T000000",351000,4,1,1430,8400,"1",0,0,3,6,730,700,1969,0,"98072",47.7417,-122.172,1310,8240 +"3127200021","20140616T000000",850000,4,3.5,4140,7089,"2",0,0,3,10,3160,980,2003,0,"98034",47.7059,-122.2,2640,8896 +"2397101460","20140811T000000",885000,2,2,1313,3600,"1",0,0,3,8,1313,0,1904,2012,"98119",47.6369,-122.365,1080,3600 +"1720069146","20140715T000000",399950,3,2,1590,87120,"1",0,3,3,8,1590,0,1998,0,"98022",47.2241,-122.072,2780,183161 +"7878400043","20140805T000000",185000,3,1.75,1080,9262,"1",0,0,3,7,1080,0,1968,0,"98178",47.4883,-122.248,1090,9262 +"9282801030","20140925T000000",440000,5,3,2730,6000,"1",0,0,3,8,1470,1260,1979,0,"98178",47.4994,-122.234,2590,6000 +"6072800265","20140813T000000",2.395e+006,4,3.25,3800,19798,"2",0,0,3,10,3800,0,1969,2009,"98006",47.5684,-122.19,3940,18975 +"5267000180","20140821T000000",299000,3,2.25,2540,9961,"1",0,0,4,8,1320,1220,1969,0,"98031",47.41,-122.208,1870,10251 +"2722049077","20140828T000000",299500,3,1.75,1810,34500,"1",0,0,3,8,1230,580,1980,0,"98032",47.3707,-122.275,2090,9735 +"1115100278","20150317T000000",420000,3,1.5,1540,7506,"1",0,0,5,7,1540,0,1961,0,"98155",47.7565,-122.325,2180,7653 +"8075400530","20140627T000000",234000,4,1,1390,18000,"1",0,0,3,7,1390,0,1955,2013,"98032",47.3885,-122.284,1390,18000 +"1997200245","20140714T000000",540000,2,1.75,1460,4800,"1",0,0,5,7,850,610,1950,0,"98103",47.6928,-122.339,2050,5592 +"0926069009","20140609T000000",649950,4,2.5,2350,63162,"2",0,0,4,8,2350,0,1994,0,"98077",47.7545,-122.047,2370,63162 +"6381500110","20150108T000000",330000,3,1,1160,7912,"1",0,0,4,7,1160,0,1956,0,"98125",47.7336,-122.306,1190,7482 +"7203100850","20150427T000000",840000,4,3.25,3500,5960,"2",0,0,3,9,3500,0,2010,0,"98053",47.6944,-122.022,3390,6856 +"3529300330","20141107T000000",370000,3,2.5,1980,6922,"2",0,0,5,8,1980,0,1991,0,"98031",47.396,-122.184,2090,7697 +"3204800330","20140625T000000",410000,3,1.5,1250,7700,"1",0,0,5,7,1250,0,1968,0,"98056",47.5383,-122.178,1430,7700 +"6411600411","20141209T000000",257000,2,1,770,7200,"1",0,0,3,7,770,0,1951,0,"98125",47.7143,-122.325,1320,7139 +"8685500145","20141230T000000",350000,3,1,1920,6710,"1",0,0,3,7,1320,600,1959,0,"98118",47.5346,-122.286,1810,5600 +"7277100610","20140825T000000",380000,2,1,1120,7560,"1",0,1,3,6,1120,0,1947,0,"98177",47.77,-122.39,1120,7200 +"1775800750","20150310T000000",344000,3,1,1150,12402,"1",0,0,4,6,1150,0,1969,0,"98072",47.7422,-122.099,1400,13600 +"2856101105","20140527T000000",488000,3,2.5,1590,2550,"3",0,0,3,7,1590,0,1985,0,"98117",47.6772,-122.393,1260,5100 +"4443800705","20141008T000000",465000,3,1,910,3880,"1",0,0,3,7,780,130,1942,0,"98117",47.6862,-122.392,1220,3880 +"3878900464","20150504T000000",229500,2,1.75,1870,6625,"1",0,0,3,7,960,910,1948,0,"98178",47.5071,-122.249,1680,6000 +"8151600900","20141112T000000",445000,5,3,2420,11250,"2",0,0,3,8,2420,0,2013,0,"98146",47.5082,-122.362,1510,9950 +"1612500155","20150317T000000",246000,4,1.5,2120,7110,"1.5",0,0,3,6,2120,0,1919,0,"98030",47.3846,-122.227,1540,7110 +"4140500180","20140604T000000",545000,5,2.5,2730,17240,"1",0,0,5,7,1660,1070,1958,0,"98028",47.7646,-122.267,2250,13200 +"3342103174","20140813T000000",518000,4,2.5,2560,5672,"2",0,1,3,8,2560,0,2005,0,"98056",47.5222,-122.201,2190,6788 +"2078500210","20141031T000000",565000,4,2.5,2620,10016,"2",0,0,3,8,2620,0,1996,0,"98056",47.5295,-122.179,2620,10016 +"3955900910","20150410T000000",445000,4,2.5,2760,8558,"2",0,0,3,7,2760,0,2001,0,"98056",47.4802,-122.189,2760,7703 +"3472800068","20140717T000000",968000,5,2.5,2900,9799,"1",0,0,3,8,1450,1450,1959,0,"98004",47.6255,-122.208,2810,9687 +"8928100205","20150331T000000",725000,3,2,1820,6324,"1",0,0,5,7,910,910,1945,0,"98115",47.6823,-122.27,1850,6440 +"2473400110","20140826T000000",315500,3,1.75,1870,8400,"1",0,0,3,7,990,880,1977,0,"98058",47.454,-122.164,1750,8400 +"2558720120","20140505T000000",487585,4,1.75,2010,9211,"1",0,0,3,7,1470,540,1977,0,"98034",47.7206,-122.171,1840,8500 +"2023049361","20150323T000000",246500,2,1,940,6000,"1",0,0,2,7,940,0,1954,0,"98148",47.4631,-122.329,1890,8547 +"6821101285","20140814T000000",819000,3,1.75,1850,6000,"1.5",0,0,3,8,1650,200,1913,1999,"98199",47.6528,-122.401,1540,6000 +"2780910100","20141218T000000",349900,5,2.5,2530,4229,"2",0,0,3,7,2530,0,2004,0,"98038",47.3531,-122.021,2070,4879 +"9357000230","20140822T000000",267000,3,1,940,4700,"1",0,0,4,6,940,0,1942,0,"98146",47.5117,-122.378,1020,5700 +"3649100015","20150513T000000",480000,3,2.25,1820,15000,"1",0,0,3,7,1480,340,1978,0,"98028",47.7401,-122.249,1930,13600 +"1189000180","20140910T000000",525000,2,1,1510,3360,"1",0,0,3,7,880,630,1924,0,"98122",47.6135,-122.297,1330,3360 +"3905120610","20140625T000000",578000,4,2.5,2070,5415,"2",0,0,3,8,2070,0,1996,0,"98029",47.5706,-122.006,2120,5331 +"0993002177","20150506T000000",345000,3,2.5,1380,1547,"3",0,0,3,8,1380,0,2000,0,"98103",47.6908,-122.341,1380,1465 +"6384500535","20150326T000000",499000,3,1,1270,6250,"1",0,0,3,7,910,360,1955,0,"98116",47.5694,-122.397,2000,6250 +"7751800115","20140826T000000",425000,3,1.5,1390,9680,"1",0,0,4,7,1390,0,1956,0,"98008",47.634,-122.125,1460,10050 +"4137020820","20141027T000000",268000,4,3,1840,7510,"2",0,0,5,8,1840,0,1988,2013,"98092",47.2595,-122.218,1650,7957 +"9407000230","20141204T000000",240000,3,1,1600,12566,"1",0,0,4,7,1600,0,1971,0,"98045",47.4431,-121.765,1600,10650 +"3306200230","20150303T000000",147000,3,1.5,1480,9606,"1",0,0,4,7,1100,380,1964,0,"98023",47.2978,-122.363,1600,9619 +"3888100176","20150306T000000",500000,4,2,2120,7806,"1",0,0,4,6,1770,350,1949,0,"98033",47.6859,-122.166,1560,9920 +"7011201325","20141028T000000",1.01e+006,4,2.75,2940,5400,"1.5",0,2,5,8,1940,1000,1910,0,"98119",47.6366,-122.369,1970,2008 +"1424130220","20150309T000000",991500,4,3,3820,26895,"2",0,2,3,11,3820,0,1995,0,"98072",47.7253,-122.092,3820,24751 +"9165100375","20141118T000000",510000,5,2,2740,3838,"1",0,0,4,7,1370,1370,1959,0,"98117",47.6819,-122.393,1660,4040 +"1651500040","20140801T000000",1.98e+006,4,4,4360,12081,"2",0,0,3,10,4360,0,2007,0,"98004",47.6377,-122.219,2180,10800 +"8929000090","20140702T000000",484998,4,2.5,1540,1870,"2",0,0,3,8,1540,0,2014,0,"98029",47.5524,-121.999,1540,1619 +"3303850360","20140625T000000",1.28e+006,4,3.5,4660,17398,"2",0,2,3,11,4660,0,2003,0,"98006",47.5422,-122.112,5080,24913 +"2011000120","20140529T000000",210000,3,1.75,1590,7617,"2",0,0,3,7,1590,0,1986,0,"98198",47.3819,-122.312,1490,7450 +"6751100205","20140804T000000",450000,2,1,1180,10720,"1",0,0,4,7,1180,0,1955,0,"98007",47.5893,-122.135,1420,10750 +"5078400035","20150402T000000",875000,4,1.75,2360,8286,"1",0,0,3,7,1320,1040,1952,0,"98004",47.6226,-122.205,1680,7630 +"6073300530","20150428T000000",529950,4,2.75,1860,7500,"1",0,0,5,8,1220,640,1967,0,"98056",47.5398,-122.173,2020,8137 +"9818700645","20140723T000000",415000,3,1.75,1470,4000,"1",0,0,3,7,1070,400,1979,0,"98122",47.6067,-122.298,1280,3500 +"6181700625","20150220T000000",590000,4,2,2990,12970,"1.5",0,2,4,7,1960,1030,1948,0,"98028",47.7605,-122.258,2500,10680 +"8718500610","20140526T000000",379950,3,1.5,1690,9144,"1",0,0,4,7,1140,550,1956,0,"98028",47.739,-122.253,1840,10600 +"7950302150","20150410T000000",385000,1,1,660,3570,"1",0,0,3,6,660,0,1906,0,"98118",47.5659,-122.284,1520,4080 +"0923000115","20141029T000000",588000,3,1.75,2310,7620,"2",0,0,3,8,2310,0,1942,1988,"98177",47.7266,-122.363,2200,7672 +"1722800835","20140811T000000",252500,2,1,770,2191,"1",0,0,3,6,770,0,1937,0,"98108",47.5512,-122.323,940,5000 +"7436300180","20140519T000000",530000,3,3.5,2320,3174,"2",0,0,3,9,2060,260,1997,0,"98033",47.6897,-122.175,2320,3187 +"1630700276","20150105T000000",385000,2,1.5,1370,159865,"1",0,0,3,7,1370,0,1960,0,"98072",47.7592,-122.092,1370,16217 +"2558670110","20140829T000000",419000,3,2.25,1700,7650,"1",0,0,4,7,1340,360,1975,0,"98034",47.7214,-122.166,1980,7200 +"0402000110","20141017T000000",175000,2,1,960,5508,"1",0,0,3,6,770,190,1951,0,"98118",47.5307,-122.277,1280,5304 +"0442000175","20150331T000000",515000,2,1,1150,5664,"1",0,0,3,7,870,280,1948,0,"98115",47.6894,-122.284,1380,5664 +"8825900410","20150218T000000",945000,4,2.5,2910,4680,"1.5",0,0,5,9,1850,1060,1937,0,"98115",47.6745,-122.31,1960,4120 +"0984210120","20140620T000000",359900,5,2.25,2290,7420,"1",0,0,3,7,1290,1000,1973,0,"98058",47.4375,-122.166,1660,7526 +"8044050040","20140807T000000",419950,4,2.5,2260,5164,"2",0,0,3,8,2260,0,1996,0,"98056",47.509,-122.166,2260,5866 +"2771604370","20140926T000000",460000,3,1.75,1300,4000,"1",0,0,3,7,900,400,1953,0,"98199",47.6368,-122.388,1750,4000 +"5028602020","20150305T000000",255000,3,2.25,1850,7151,"2",0,0,3,7,1850,0,1989,0,"98023",47.2843,-122.352,1710,6827 +"0643300040","20141104T000000",481000,4,1.75,1920,9500,"1",0,0,4,7,1470,450,1966,0,"98006",47.5683,-122.177,1820,10091 +"0643300040","20150313T000000",719521,4,1.75,1920,9500,"1",0,0,4,7,1470,450,1966,0,"98006",47.5683,-122.177,1820,10091 +"0224059025","20140620T000000",1.08e+006,3,3,4910,43560,"2",0,0,4,10,4000,910,1989,0,"98007",47.5911,-122.131,3540,12288 +"3379200100","20140523T000000",334000,4,2.5,2210,6080,"1",0,2,4,8,1410,800,1965,0,"98178",47.4915,-122.228,2210,6175 +"6338000493","20140912T000000",675000,4,2.75,2280,3200,"1.5",0,0,5,8,1520,760,1931,0,"98105",47.6709,-122.282,1970,4687 +"0293000068","20140613T000000",556000,3,1.75,1640,7437,"1",0,0,3,7,1090,550,1948,0,"98126",47.5324,-122.38,1640,7436 +"6169901095","20140815T000000",900000,4,2,1980,7200,"2",0,3,3,8,1700,280,1910,0,"98119",47.6318,-122.369,2490,4200 +"4443800375","20141002T000000",400000,3,1,900,4084,"1.5",0,0,3,7,900,0,1910,0,"98117",47.684,-122.393,1280,4080 +"9376301800","20150324T000000",724950,4,1.75,1960,4340,"1",0,0,5,8,980,980,1912,0,"98117",47.6847,-122.37,1630,4360 +"6799300150","20140903T000000",321000,4,2.25,1800,4500,"2",0,0,4,8,1800,0,2004,0,"98031",47.394,-122.183,2010,5050 +"3271800910","20140701T000000",1.35692e+006,4,3.5,4270,5800,"2",0,3,5,10,3170,1100,1937,0,"98199",47.6474,-122.411,3100,5800 +"0042000245","20140613T000000",171000,4,2,1520,19672,"1",0,0,3,6,1020,500,1920,0,"98188",47.4683,-122.281,1810,7840 +"1625069101","20140707T000000",1.36e+006,4,3,5430,108900,"2",0,0,4,10,5430,0,1987,0,"98053",47.6582,-122.038,3170,107076 +"4046700110","20150224T000000",323000,3,1.75,1950,15037,"1",0,0,3,7,1950,0,1989,0,"98014",47.6892,-121.913,1760,15181 +"2423600100","20140502T000000",491500,4,1.75,2190,125452,"1",0,2,3,9,2190,0,1968,0,"98092",47.2703,-122.069,3000,125017 +"0621069154","20140721T000000",226000,4,1.5,1200,10890,"1",0,0,5,7,1200,0,1972,0,"98042",47.3423,-122.088,1250,10139 +"2436200025","20141009T000000",580000,6,1.75,2180,4000,"1.5",0,0,4,7,1380,800,1926,0,"98105",47.6643,-122.29,1720,4000 +"9808610410","20140822T000000",640000,4,2.5,2320,11259,"2",0,0,3,9,2320,0,1982,0,"98004",47.6443,-122.194,2820,11770 +"1370803640","20140820T000000",619790,3,1.75,1040,5097,"1",0,0,4,7,800,240,1944,0,"98199",47.6385,-122.401,1630,5097 +"3779300210","20140630T000000",383962,4,2.5,2700,6998,"2",0,0,3,8,2700,0,2001,0,"98188",47.4694,-122.263,2350,10550 +"0424049059","20140815T000000",373000,3,2,1400,2445,"1",0,0,3,7,840,560,2002,0,"98144",47.5926,-122.299,1400,3200 +"5422560850","20141210T000000",541338,3,2.5,2060,8123,"2",0,0,3,8,1010,1050,1977,0,"98052",47.6642,-122.13,1760,6170 +"0558100065","20141003T000000",254922,2,1,780,8160,"1",0,0,4,6,780,0,1953,0,"98133",47.7356,-122.34,1310,8160 +"4442800040","20140624T000000",575000,3,2.25,2400,5000,"1.5",0,0,4,7,1440,960,1926,0,"98117",47.6897,-122.393,1630,5000 +"4038600300","20140902T000000",650000,4,3,2900,15535,"1",0,2,4,7,1870,1030,1961,0,"98008",47.612,-122.119,2330,10217 +"5070000120","20140813T000000",269950,3,1.5,1740,9547,"1",0,0,4,7,1740,0,1962,0,"98055",47.4475,-122.213,1780,9936 +"0795002450","20150430T000000",270950,2,1,780,6250,"1",0,0,3,6,780,0,1942,0,"98168",47.5099,-122.33,1280,7100 +"3579000180","20141229T000000",495000,3,2.75,2430,14861,"1",0,0,3,9,1530,900,1988,0,"98028",47.7461,-122.247,2230,10300 +"6821102170","20140507T000000",794154,4,2,2210,8556,"1",0,1,4,8,1210,1000,1954,0,"98199",47.6498,-122.396,2190,7975 +"5151900110","20141219T000000",340768,3,1.5,1510,11200,"1",0,0,4,8,1510,0,1960,0,"98003",47.3347,-122.325,2110,12070 +"5101407790","20140801T000000",375000,2,1,900,5413,"1",0,0,3,7,900,0,1947,0,"98125",47.7047,-122.307,1280,6380 +"2538400040","20140524T000000",820000,4,2.5,3670,7000,"2",0,0,3,10,3670,0,2005,0,"98075",47.5854,-122.08,3680,7437 +"1025049266","20140930T000000",555000,2,2.25,1160,954,"2",0,0,3,8,960,200,2014,0,"98105",47.6647,-122.284,1160,1327 +"4340610040","20140612T000000",312500,2,1.5,1070,1200,"2",0,0,3,7,1070,0,1999,0,"98103",47.697,-122.347,1070,1200 +"3204300610","20141202T000000",450000,2,1,950,4560,"1.5",0,0,3,7,950,0,1925,0,"98112",47.6288,-122.3,2040,4560 +"6793300220","20150105T000000",739000,3,2.75,2950,6667,"2",0,0,3,9,2950,0,2003,0,"98029",47.5577,-122.026,3340,6667 +"1568100087","20150413T000000",320000,3,2,1420,1716,"2",0,0,3,7,1050,370,2003,0,"98155",47.7364,-122.295,1420,8150 +"4338800600","20140609T000000",235000,3,1,1590,13000,"1.5",0,0,3,6,1590,0,1944,0,"98166",47.4789,-122.346,1460,8400 +"7211400535","20150323T000000",275500,4,1,1290,5000,"1.5",0,0,3,7,1290,0,1957,0,"98146",47.5128,-122.358,1440,2500 +"8682261140","20140618T000000",564000,2,2,1690,4500,"1",0,0,3,8,1690,0,2004,0,"98053",47.7133,-122.031,1640,4500 +"4435000145","20150501T000000",263000,4,1.75,1340,8700,"1.5",0,0,3,6,1340,0,1958,0,"98188",47.4514,-122.287,1240,8700 +"0421059018","20141104T000000",257000,3,1.75,1397,18000,"1",0,0,3,7,1397,0,1965,2014,"98092",47.3388,-122.166,1950,31294 +"1321059013","20150319T000000",725000,4,2.5,3750,218506,"2",0,0,3,10,3750,0,1991,0,"98092",47.3045,-122.103,2540,39413 +"2143700406","20141211T000000",300000,3,2.25,2000,7560,"1",0,0,3,7,1400,600,1979,0,"98055",47.4798,-122.228,2040,6949 +"8961950410","20140707T000000",328000,3,2,2250,7904,"1.5",0,0,3,8,2250,0,1998,0,"98001",47.3165,-122.252,2460,8622 +"1788800770","20140728T000000",187500,3,1,840,8400,"1",0,0,3,6,840,0,1959,0,"98023",47.3281,-122.344,1030,8640 +"7518507685","20150223T000000",400000,3,1,1100,5100,"2",0,0,4,7,1100,0,1900,0,"98117",47.679,-122.386,1540,5100 +"2490200220","20150302T000000",515000,3,1.5,1660,5100,"1",0,0,4,7,1210,450,1954,0,"98136",47.5345,-122.383,1440,5100 +"0284000025","20150420T000000",1.41e+006,2,2,2180,18525,"1",1,4,5,9,1580,600,1952,0,"98146",47.5036,-122.387,2480,21503 +"0522059189","20150417T000000",235000,3,1,1460,8400,"1",0,0,3,7,1460,0,1958,0,"98055",47.4243,-122.198,1460,9600 +"7203150330","20140717T000000",669000,4,2.5,2470,4945,"2",0,0,3,8,2470,0,2012,0,"98053",47.6898,-122.015,2510,4988 +"3124089060","20150424T000000",282000,3,1,1250,13503,"1.5",0,0,4,6,1250,0,1931,0,"98065",47.526,-121.829,1450,13503 +"7518504130","20140626T000000",663000,3,2,1480,3876,"1",0,0,5,7,860,620,1928,0,"98117",47.6808,-122.382,1660,3774 +"7893802670","20150424T000000",279900,3,3.25,2240,5000,"2",0,0,3,9,1540,700,1989,0,"98198",47.4114,-122.334,1800,7500 +"2548100180","20140507T000000",335000,3,2,1570,7200,"1",0,0,4,7,1570,0,1952,0,"98155",47.7501,-122.314,1410,7434 +"4024100915","20141231T000000",689000,4,2.75,3250,10000,"2",0,0,3,9,3250,0,2014,0,"98155",47.7557,-122.309,1620,10089 +"1026069106","20150421T000000",413100,3,2.25,1790,231303,"1",0,0,3,7,1250,540,1980,0,"98077",47.7558,-122.027,2090,93654 +"7852020720","20150327T000000",506950,3,2.5,2080,4931,"2",0,0,3,8,2080,0,2000,0,"98065",47.5342,-121.868,1890,4229 +"9828702265","20140506T000000",500000,3,2.5,1480,1171,"3",0,0,3,8,1480,0,2006,0,"98112",47.62,-122.3,1480,1231 +"5104511250","20140613T000000",540000,5,3,3610,9775,"2",0,0,3,8,3610,0,2003,0,"98038",47.3545,-122.011,2800,8582 +"9828201885","20140822T000000",812000,3,2.5,2040,4559,"2",0,0,3,9,2040,0,1998,0,"98122",47.6156,-122.295,1500,4500 +"7525950110","20140828T000000",1.2e+006,4,3.25,3850,19842,"2",0,3,3,11,3180,670,1989,0,"98074",47.6239,-122.065,4320,19500 +"3211260120","20141215T000000",370000,3,2.25,3230,35306,"2",0,0,3,9,3230,0,1987,0,"98092",47.3065,-122.113,2760,35285 +"7250000065","20140825T000000",338000,3,2,2440,23512,"1",0,0,3,6,1640,800,1933,0,"98148",47.4594,-122.326,1630,19613 +"1446400564","20140507T000000",185000,4,1,1490,6600,"1",0,0,3,7,1490,0,1969,0,"98168",47.4835,-122.332,1280,6600 +"0224059021","20141219T000000",450000,3,1,1150,35415,"1",0,0,4,7,1010,140,1950,0,"98008",47.5974,-122.129,2460,11781 +"6392000625","20140712T000000",451000,2,1,900,6000,"1",0,0,3,7,900,0,1944,2004,"98115",47.6855,-122.289,1460,4800 +"6817850110","20150421T000000",785000,4,2.5,3210,24527,"1.5",0,0,3,11,3210,0,1984,0,"98074",47.6399,-122.052,3280,24527 +"3902100175","20140728T000000",850000,5,3,3900,5250,"1.5",0,1,5,8,2620,1280,1931,0,"98116",47.5577,-122.389,1950,5700 +"7205400180","20141223T000000",235000,3,1,1240,18000,"1",0,0,2,7,1240,0,1943,0,"98198",47.3514,-122.315,1240,18000 +"7351200295","20150114T000000",1.15e+006,3,1.75,1760,6788,"2",1,4,3,7,1760,0,1940,1960,"98125",47.7336,-122.284,1630,7588 +"0291310260","20140516T000000",377500,3,2.25,1410,1377,"2",0,0,3,7,1290,120,2005,0,"98027",47.5342,-122.067,1445,1370 +"3026059204","20140530T000000",825500,3,2.5,2780,11964,"2",0,0,3,9,2780,0,2009,0,"98034",47.7127,-122.216,1760,9640 +"2856102105","20140610T000000",1.0595e+006,5,3.25,3230,3825,"2",0,0,3,9,2480,750,2014,0,"98117",47.6785,-122.392,1480,5100 +"3343301343","20141120T000000",880000,5,3.5,4600,8764,"2",0,0,3,10,3180,1420,2007,0,"98006",47.5491,-122.19,3210,9431 +"8682302030","20140521T000000",413800,3,2,1440,4421,"1",0,0,3,8,1440,0,2007,0,"98053",47.7188,-122.024,1440,4157 +"1048000160","20140627T000000",504200,2,1.5,1200,1687,"3",0,0,3,8,1200,0,2008,0,"98103",47.6491,-122.334,1240,1296 +"5714200140","20150422T000000",421500,4,3,2793,5703,"2",0,0,3,9,2793,0,2009,0,"98030",47.3682,-122.178,2793,5704 +"1152200030","20150305T000000",855169,4,2.5,2970,5050,"2",0,0,3,8,2970,0,2014,0,"98052",47.7043,-122.122,2810,4998 +"3157600075","20150207T000000",380000,3,2,1440,3218,"1",0,0,3,7,850,590,2008,0,"98106",47.5655,-122.36,1170,5000 +"1972200554","20140804T000000",580000,3,2.25,1480,1026,"3",0,0,3,8,1480,0,2014,0,"98103",47.6536,-122.354,1570,1283 +"9429400060","20150409T000000",377000,3,2.5,1870,5333,"2",0,0,3,8,1870,0,2012,0,"98019",47.7447,-121.984,2100,3730 +"0301401610","20140930T000000",329900,4,2.75,2475,4000,"2",0,0,3,7,2475,0,2014,0,"98002",47.3452,-122.209,2475,4000 +"1025039326","20140828T000000",921800,4,2.5,2950,7024,"2",0,0,3,10,2950,0,2012,0,"98199",47.6651,-122.403,2950,6339 +"9385200041","20150304T000000",529500,3,2.25,1410,905,"3",0,0,3,9,1410,0,2014,0,"98116",47.5818,-122.402,1510,1352 +"7237450550","20140603T000000",363990,4,2.5,2240,3712,"2",0,0,3,8,2240,0,2014,0,"98038",47.3551,-122.061,2530,4315 +"2862500060","20150115T000000",834950,5,2.75,3230,6500,"2",0,0,3,9,3230,0,2014,0,"98074",47.6237,-122.023,3180,7624 +"4046500270","20140819T000000",399000,3,2,2100,31550,"1",0,0,3,8,2100,0,2010,0,"98014",47.6907,-121.917,1860,18452 +"2161400060","20141114T000000",338900,3,2.25,1936,9495,"1",0,0,3,8,1936,0,2013,0,"98030",47.3714,-122.197,1410,12770 +"2781230070","20150311T000000",419950,3,2.5,3120,6000,"2",0,0,3,9,3120,0,2007,0,"98038",47.3473,-122.03,2670,6000 +"4019500160","20150413T000000",493000,4,2.5,2070,4270,"2",0,0,3,8,2070,0,2010,0,"98028",47.773,-122.265,2070,4610 +"6980500030","20141211T000000",650000,4,2.5,3700,4500,"2",0,0,3,9,3700,0,2007,0,"98028",47.7473,-122.23,3050,5047 +"1442880260","20140909T000000",456000,3,2.5,2130,5205,"2",0,0,3,8,2130,0,2013,0,"98045",47.4832,-121.774,2250,5462 +"9268851860","20140918T000000",425000,3,2.25,1620,997,"2.5",0,0,3,8,1540,80,2010,0,"98027",47.54,-122.026,1620,1068 +"0832700320","20150209T000000",348000,3,2.5,1490,2478,"3",0,0,3,8,1490,0,2009,0,"98133",47.7236,-122.353,1270,1156 +"2937300550","20141029T000000",1.04089e+006,5,4,4180,7232,"2",0,0,3,9,4180,0,2014,0,"98052",47.7049,-122.125,3570,6054 +"2114700368","20141118T000000",299000,2,2.5,1400,1262,"2",0,0,3,8,1160,240,2008,0,"98106",47.5342,-122.349,1060,1524 +"2213000030","20140512T000000",1.264e+006,4,3.75,3490,9170,"2",0,0,3,9,3490,0,2012,0,"98004",47.5991,-122.2,1810,8470 +"2626119062","20141112T000000",155000,3,1,1300,6098,"1",0,0,3,7,1300,0,2013,0,"98014",47.7074,-121.364,1300,6849 +"7338220160","20150225T000000",319500,4,2.5,2730,4962,"2",0,0,3,8,2730,0,2006,0,"98002",47.3363,-122.216,2150,3802 +"2781280310","20141222T000000",274000,3,2.5,1830,2517,"2",0,0,3,8,1830,0,2005,0,"98055",47.4496,-122.189,1610,2762 +"3448740070","20140616T000000",429000,5,2.5,2340,4500,"2",0,0,3,7,2340,0,2009,0,"98059",47.4911,-122.154,2190,4500 +"2895800710","20141202T000000",267800,3,1.75,1410,1899,"2",0,0,3,8,1410,0,2014,0,"98106",47.5171,-122.347,1410,1811 +"0723049434","20150408T000000",369950,3,2.5,1930,8254,"2",0,0,3,7,1930,0,2014,0,"98146",47.4973,-122.346,1540,8849 +"2922059212","20150109T000000",480000,6,5,3028,18055,"2",0,0,3,7,3028,0,2005,0,"98030",47.3651,-122.197,1400,34575 +"1441000350","20140915T000000",440000,4,3.5,3180,4869,"2",0,0,3,8,2390,790,2007,0,"98055",47.4482,-122.206,2850,4500 +"8562790310","20150324T000000",839704,4,3.25,2950,4161,"2",0,0,3,10,2210,740,2014,0,"98027",47.5297,-122.073,2790,3693 +"2767604425","20150129T000000",535000,3,3.25,1430,1276,"3",0,0,3,8,1430,0,2007,0,"98107",47.6712,-122.38,1430,1243 +"0306000565","20140825T000000",290000,2,1.5,1020,1275,"3",0,0,3,8,1020,0,2008,0,"98103",47.7003,-122.346,980,1415 +"6130500060","20140721T000000",370000,3,2.5,1650,1793,"3",0,0,3,8,1650,0,2007,0,"98133",47.7107,-122.332,1650,1863 +"3362400125","20150303T000000",405000,3,2,1060,651,"3",0,0,3,7,1060,0,2007,0,"98103",47.6828,-122.345,1440,1501 +"1442880510","20140530T000000",499431,4,2.75,2620,6019,"2",0,0,3,8,2620,0,2013,0,"98045",47.484,-121.771,2790,6716 +"9188200505","20140710T000000",275000,4,2.5,1830,3868,"2",0,0,3,7,1830,0,2007,0,"98118",47.5186,-122.276,2330,3868 +"1865400075","20140522T000000",320000,3,2.25,998,844,"2",0,0,3,7,798,200,2007,0,"98117",47.6983,-122.367,998,1110 +"7853320550","20140805T000000",425000,4,2.5,2070,4427,"2",0,0,3,7,2070,0,2007,0,"98065",47.5208,-121.869,2070,4556 +"9831200172","20150227T000000",1.45e+006,4,3.5,2860,2199,"3",0,0,3,10,2860,0,2013,0,"98102",47.6262,-122.323,1990,1378 +"8141300030","20150210T000000",340000,3,2,1920,5688,"1",0,3,3,9,1920,0,2007,0,"98022",47.1952,-121.976,2384,4802 +"7899800863","20141001T000000",299900,3,2.5,1210,2046,"2",0,0,3,9,920,290,2008,0,"98106",47.5212,-122.357,1070,651 +"0745530240","20141226T000000",865950,5,3.5,4890,12039,"2",0,0,3,9,3590,1300,2014,0,"98011",47.7338,-122.208,4590,10079 +"4055700784","20140815T000000",720000,4,2.5,3420,17038,"2",0,0,3,9,3420,0,2007,0,"98034",47.718,-122.241,2520,14190 +"1180000830","20141002T000000",460000,4,3.5,2870,3225,"2",0,3,3,9,2070,800,2006,0,"98178",47.5009,-122.225,1770,6450 +"0291310270","20141119T000000",375000,3,2.5,1600,2042,"2",0,0,3,8,1600,0,2005,0,"98027",47.5341,-122.067,1445,1370 +"1934800162","20150511T000000",386180,2,1.5,960,1829,"2",0,0,3,7,960,0,2005,0,"98122",47.6032,-122.308,1470,1829 +"2309710070","20150114T000000",280000,3,2.75,1740,5639,"1",0,3,3,7,1740,0,2010,0,"98022",47.1942,-121.977,2380,5331 +"6181500340","20140808T000000",359000,4,2.5,2575,4725,"2",0,0,3,8,2575,0,2011,0,"98001",47.3058,-122.277,2575,5323 +"7853220390","20140502T000000",785000,5,3.25,3660,11995,"2",0,2,3,10,3660,0,2006,0,"98065",47.5337,-121.86,3320,11241 +"9834201375","20150206T000000",425000,3,2.25,1420,1230,"2",0,0,3,8,940,480,2009,0,"98144",47.5703,-122.288,1400,1230 +"5214510060","20150504T000000",575000,5,2.5,3070,7200,"2",0,0,3,8,3070,0,2005,0,"98059",47.4939,-122.137,2590,7200 +"3221079050","20150303T000000",465000,3,2.5,1920,144619,"1",0,0,3,8,1920,0,2014,0,"98022",47.2683,-121.946,2010,48787 +"1266200140","20150506T000000",1.85e+006,4,3.25,4160,10335,"2",0,0,3,10,4160,0,2014,0,"98004",47.6235,-122.192,1840,10333 +"2523039346","20150218T000000",720000,4,3.25,3276,10801,"2",0,0,3,9,3276,0,2008,0,"98166",47.4585,-122.361,2010,11656 +"1624049293","20140506T000000",390000,5,3.75,2890,5000,"1",0,0,3,7,1310,1580,2006,0,"98108",47.5701,-122.296,1930,5117 +"1973700030","20150429T000000",2.205e+006,3,2.5,3430,10177,"2",0,0,3,10,3430,0,2014,0,"98034",47.7159,-122.251,3110,12339 +"1070000390","20140702T000000",1.05469e+006,4,3.5,3390,3979,"2",0,0,3,9,2610,780,2014,0,"98199",47.6482,-122.408,3350,4165 +"2524059269","20140610T000000",915000,6,3.75,2930,14980,"2",0,3,3,9,2930,0,2013,0,"98006",47.5441,-122.117,3210,10787 +"1972200326","20150422T000000",562000,2,2.25,1300,1314,"3",0,0,3,8,1300,0,2008,0,"98103",47.6536,-122.356,1300,1312 +"3796000400","20141120T000000",349000,2,1.75,1250,1208,"2",0,0,3,7,1040,210,2007,0,"98144",47.6004,-122.299,1250,1656 +"0321030070","20140814T000000",375000,4,2.5,2310,7800,"2",0,0,3,8,2310,0,2011,0,"98042",47.3737,-122.164,2310,7140 +"0476000118","20141212T000000",479950,2,2.25,1360,1336,"3",0,0,3,8,1360,0,2008,0,"98107",47.6714,-122.392,1280,1295 +"2909310060","20150109T000000",319000,4,2.5,2020,5100,"2",0,0,3,7,2020,0,2010,0,"98023",47.2822,-122.357,2300,5685 +"0832700240","20141003T000000",325000,3,1.5,1270,1067,"3",0,0,3,8,1270,0,2009,0,"98133",47.7236,-122.353,1090,1118 +"1442880570","20140821T000000",505657,4,2.75,2790,8092,"2",0,0,3,8,2790,0,2013,0,"98045",47.4834,-121.773,2790,6154 +"9542840060","20150305T000000",340000,4,2.5,2320,4142,"2",0,0,3,7,2320,0,2010,0,"98038",47.3662,-122.019,2150,4140 +"0629650370","20150123T000000",250000,3,2.5,1750,6351,"2",0,0,3,7,1750,0,2012,0,"98001",47.2589,-122.256,1398,6092 +"7967000060","20140926T000000",349500,4,2.5,2030,4596,"2",0,0,3,8,2030,0,2014,0,"98001",47.3515,-122.275,2040,4705 +"3904100041","20150424T000000",290750,3,2.5,1270,865,"2",0,0,3,7,1080,190,2008,0,"98118",47.5351,-122.279,1630,7752 +"9268850860","20150505T000000",715000,5,3.25,2710,2356,"2",0,0,3,8,2230,480,2013,0,"98027",47.5394,-122.028,2160,2108 +"1454100127","20140811T000000",689950,4,2.75,2520,8433,"2",0,0,3,8,2520,0,2014,0,"98125",47.7214,-122.289,1890,7772 +"2856101290","20140924T000000",425000,2,2.5,1340,1263,"3",0,0,3,8,1340,0,2008,0,"98117",47.6788,-122.388,1510,1260 +"2767601872","20150119T000000",657000,2,3,1570,1281,"3",0,0,3,8,1570,0,2014,0,"98107",47.6741,-122.384,1570,2500 +"0255370570","20141120T000000",359950,4,3.5,2690,5564,"2",0,0,3,7,2690,0,2007,0,"98038",47.3537,-122.018,2210,4046 +"0301401370","20140731T000000",319900,4,2.75,2475,4276,"2",0,0,3,7,2475,0,2014,0,"98002",47.345,-122.21,2475,4000 +"1604601804","20150416T000000",532000,3,3.75,2260,2050,"2",0,0,3,9,1170,1090,2010,0,"98118",47.566,-122.29,2130,3082 +"6749700004","20150330T000000",291000,2,1,840,863,"3",0,0,3,8,840,0,2008,0,"98103",47.6974,-122.349,1110,1190 +"1806900499","20140721T000000",675000,3,3.25,1720,1330,"2",0,0,3,8,1030,690,2004,0,"98112",47.62,-122.309,1720,1520 +"7625703435","20150121T000000",885000,3,2.25,2940,6500,"3",0,0,3,9,2940,0,2014,0,"98136",47.5482,-122.388,1680,6500 +"7324900016","20141021T000000",1.45e+006,5,3.5,4170,9090,"2",0,0,3,10,4170,0,2008,0,"98004",47.5918,-122.196,1930,13635 +"3575303430","20141016T000000",780000,6,4.25,4310,10000,"2",0,0,3,8,2950,1360,2008,0,"98074",47.6214,-122.062,2100,10000 +"9492500140","20140712T000000",839950,4,2.75,3010,7200,"2",0,0,3,9,3010,0,2014,0,"98033",47.6948,-122.179,3010,7203 +"9268851670","20150424T000000",645000,3,2.5,2170,1984,"2.5",0,0,3,8,2170,0,2008,0,"98027",47.5401,-122.027,2150,1984 +"0301400830","20141223T000000",263000,3,2.5,1584,3200,"2",0,0,3,7,1584,0,2011,0,"98002",47.3451,-122.215,1584,2800 +"4310702918","20141030T000000",345000,2,2.25,1110,1290,"3",0,0,3,8,1110,0,2006,0,"98103",47.6968,-122.34,1360,1251 +"4305600240","20141125T000000",505000,4,2.5,2420,5006,"2",0,0,3,8,2420,0,2013,0,"98059",47.4795,-122.126,2750,5471 +"7169500200","20140903T000000",522500,2,2.25,1430,1210,"2",0,0,3,8,1340,90,2005,0,"98115",47.6765,-122.301,1430,1016 +"3943600070","20140811T000000",400000,3,2.5,2393,4788,"2",0,0,3,8,2393,0,2012,0,"98055",47.4517,-122.204,2439,5477 +"1048000060","20140619T000000",543000,3,2.25,1240,949,"3",0,0,3,8,1240,0,2008,0,"98103",47.6488,-122.334,1310,1140 +"3449500045","20141013T000000",495000,4,2.5,2980,12075,"1",0,0,3,8,1910,1070,2007,0,"98056",47.5074,-122.172,2240,12075 +"1438000200","20140911T000000",549995,4,3.5,2970,6587,"2",0,0,3,8,2260,710,2014,0,"98059",47.4776,-122.122,2970,5690 +"5424100030","20150211T000000",327555,3,2.5,2329,5720,"2",0,0,3,8,2329,0,2010,0,"98030",47.362,-122.2,2197,5720 +"7853270710","20150409T000000",690000,5,3.25,3340,9075,"2",0,0,3,8,2600,740,2005,0,"98065",47.5446,-121.88,2770,6646 +"9161100075","20150318T000000",673000,4,2.25,2580,2875,"2",0,0,3,9,2580,0,2015,0,"98116",47.5674,-122.392,1290,5750 +"1085622860","20140721T000000",384435,3,2.5,2029,3906,"2",0,0,3,9,2029,0,2014,0,"98003",47.341,-122.18,2029,3920 +"9578090240","20140815T000000",780000,4,2.75,3430,6500,"2",0,0,3,9,3050,380,2006,0,"98052",47.7079,-122.106,3070,6802 +"4083306045","20141029T000000",1.375e+006,5,3.75,3330,5042,"2",0,2,3,9,2470,860,2014,0,"98103",47.6497,-122.339,1780,3990 +"6666830320","20150324T000000",950968,5,3.5,3220,5081,"2",0,0,3,8,3220,0,2013,0,"98052",47.7048,-122.111,2970,5753 +"8562780160","20150329T000000",334950,2,2.25,1240,750,"2",0,0,3,7,1150,90,2008,0,"98027",47.5322,-122.073,1240,750 +"2767704603","20140609T000000",489000,3,3.5,1500,1249,"2",0,0,3,8,1240,260,2004,0,"98107",47.6727,-122.373,1440,1850 +"5631500292","20150420T000000",600000,3,3,3530,8345,"2",0,0,3,10,3530,0,2006,0,"98028",47.7338,-122.234,1940,9600 +"2424039036","20140822T000000",282000,3,2.25,1260,915,"2",0,0,3,8,1020,240,2007,0,"98106",47.555,-122.363,1260,1056 +"2867300030","20140801T000000",442000,4,4,4168,8485,"2",0,0,3,10,3222,946,2007,0,"98023",47.3029,-122.387,4362,8100 +"6661200260","20150512T000000",220000,2,1.5,1030,2850,"2",0,0,3,7,1030,0,1995,0,"98038",47.3845,-122.039,1030,3000 +"7238000240","20150218T000000",489000,3,2.5,3080,5598,"2",0,0,3,8,3080,0,2006,0,"98055",47.4372,-122.206,3080,5303 +"4051150070","20141223T000000",250000,3,1.5,1072,4339,"2",0,0,3,7,1072,0,2009,0,"98042",47.386,-122.162,1443,4341 +"1442880320","20140724T000000",484259,4,2.75,2790,5000,"2",0,0,3,8,2790,0,2014,0,"98045",47.4831,-121.773,2620,5527 +"3616600003","20150302T000000",1.68e+006,3,2.5,4090,16972,"2",0,2,3,11,3590,500,2007,0,"98177",47.7258,-122.37,3740,16972 +"3862710030","20150424T000000",450000,3,2.5,1800,4357,"2",0,0,3,8,1800,0,2013,0,"98065",47.5337,-121.841,1800,3663 +"9828201361","20141114T000000",299000,2,1.5,830,1276,"2",0,0,3,7,830,0,2005,0,"98122",47.6175,-122.297,1540,1484 +"4019500030","20141029T000000",450000,3,2.5,2280,4557,"2",0,0,3,8,2280,0,2010,0,"98028",47.7733,-122.266,2070,4610 +"3630240140","20150123T000000",585000,4,3,2110,1286,"2",0,0,3,9,1710,400,2007,0,"98029",47.5444,-122.014,2000,1286 +"5695000270","20141103T000000",660000,3,2.25,1570,1680,"3",0,0,3,8,1570,0,2014,0,"98103",47.6585,-122.348,1290,1870 +"2349300069","20140512T000000",301500,2,1.5,830,1333,"2",0,0,3,7,830,0,2005,0,"98136",47.5506,-122.381,1120,4822 +"6790830060","20140915T000000",949950,4,3.75,4120,8258,"2",0,0,3,10,4120,0,2012,0,"98075",47.5872,-122.055,3730,8332 +"3630200640","20141030T000000",759990,4,2.5,2540,5760,"2",0,0,3,9,2540,0,2009,0,"98029",47.5405,-121.993,2580,3600 +"7967000160","20150316T000000",355000,4,2.75,2050,4000,"2",0,0,3,8,2050,0,2014,0,"98001",47.3522,-122.275,2050,4000 +"9492500160","20140723T000000",889950,4,2.75,3080,7242,"2",0,0,3,9,3080,0,2014,0,"98033",47.6948,-122.178,3010,7205 +"9268851740","20140701T000000",629800,3,2.5,2390,1984,"2",0,0,3,8,2220,170,2008,0,"98027",47.5405,-122.027,2150,1984 +"3342100421","20150424T000000",745000,4,2.5,3170,5100,"2",0,0,3,9,3170,0,2012,0,"98056",47.5187,-122.208,1580,5100 +"6362900138","20141103T000000",379900,2,1.5,1240,1331,"2",0,0,3,7,1050,190,2007,0,"98144",47.5959,-122.298,1250,1431 +"9358001422","20141114T000000",335000,3,2.5,1090,1139,"2",0,0,3,8,960,130,2009,0,"98126",47.5664,-122.369,1400,1348 +"7853280350","20140512T000000",809000,5,4.5,4630,6324,"2",0,0,3,9,3210,1420,2006,0,"98065",47.5382,-121.86,4420,6790 +"7853361420","20140826T000000",569950,4,2.5,3230,5899,"2",0,0,3,8,3230,0,2012,0,"98065",47.515,-121.869,2720,5899 +"7852120030","20140808T000000",723000,4,3.5,3510,9263,"2",0,0,3,10,3510,0,2001,0,"98065",47.5413,-121.877,3690,10417 +"0731500320","20141110T000000",282000,4,2.5,1785,2552,"2",0,0,3,8,1785,0,2009,0,"98030",47.3582,-122.2,1691,2700 +"6056100102","20141030T000000",569900,5,3.25,2360,3873,"2",0,0,3,8,1990,370,2006,0,"98108",47.5635,-122.299,1720,3071 +"1823049179","20150121T000000",385000,4,2,2340,9716,"1",0,0,3,7,2340,0,2009,0,"98146",47.4842,-122.347,1180,13500 +"9268850030","20140707T000000",420000,3,2.25,1620,1075,"3",0,0,3,8,1540,80,2009,0,"98027",47.5405,-122.026,1620,1237 +"9831200159","20140806T000000",2.25e+006,3,3.25,3890,3452,"2",0,0,3,12,2890,1000,2006,0,"98102",47.626,-122.323,2860,2199 +"8924100370","20140915T000000",1.205e+006,4,3.5,3590,5335,"2",0,2,3,9,3140,450,2006,0,"98115",47.6762,-122.267,2100,6250 +"8669150700","20141208T000000",292000,4,3,1984,4460,"2",0,0,3,7,1984,0,2012,0,"98002",47.3532,-122.211,2095,3402 +"0889000024","20150316T000000",645000,3,2.25,1640,1023,"3",0,0,3,8,1640,0,2014,0,"98105",47.6636,-122.319,1720,1960 +"9268850350","20150319T000000",304500,4,2,1350,942,"3",0,0,3,7,1350,0,2008,0,"98027",47.5394,-122.026,1390,942 +"2619950310","20150507T000000",489500,4,3.5,2730,5707,"2",0,0,3,8,2000,730,2011,0,"98019",47.7327,-121.965,2430,5899 +"7430200060","20150424T000000",1.583e+006,4,4,5610,11063,"3",0,0,3,11,4750,860,2006,0,"98074",47.65,-122.065,4560,11063 +"5100400251","20150106T000000",390000,2,1,962,1992,"2",0,0,3,7,962,0,2012,0,"98115",47.6911,-122.313,1130,1992 +"2597490030","20141002T000000",815000,4,3.5,3040,4006,"2",0,0,3,8,2350,690,2013,0,"98029",47.5439,-122.011,2050,4000 +"3655500030","20150403T000000",719000,3,3.5,2540,10578,"2",0,1,3,9,2010,530,2014,0,"98006",47.547,-122.192,3240,9831 +"3751600784","20150403T000000",331210,4,2.5,2240,4800,"2",0,0,3,8,2240,0,2014,0,"98001",47.2911,-122.266,2240,5040 +"6781200013","20140507T000000",245000,3,1.5,1260,1270,"2",0,0,3,7,1040,220,2005,0,"98133",47.7111,-122.331,1260,1472 +"2619950060","20140909T000000",465000,5,4,3210,7200,"2",0,0,3,8,2410,800,2011,0,"98019",47.7329,-121.966,2750,7200 +"9523100731","20140930T000000",580000,3,2.5,1620,1171,"3",0,4,3,8,1470,150,2008,0,"98103",47.6681,-122.355,1620,1505 +"9272201318","20150414T000000",540000,3,2,1580,1972,"2.5",0,2,3,8,1180,400,2007,0,"98116",47.5903,-122.386,1500,1908 +"5676000004","20141118T000000",399000,3,2.5,1430,1250,"3",0,0,3,7,1430,0,2007,0,"98103",47.6904,-122.342,1360,1269 +"8091670070","20140804T000000",328000,4,2.5,1850,5388,"2",0,0,3,8,1850,0,2009,0,"98038",47.3494,-122.041,2140,5086 +"7853380570","20150511T000000",701000,4,2.5,3340,5314,"2",0,0,3,10,3340,0,2010,0,"98065",47.5167,-121.885,3220,5500 +"8091670200","20141022T000000",408000,3,2.75,2670,4800,"2",0,0,3,8,2670,0,2014,0,"98038",47.3483,-122.042,2340,5000 +"8084900160","20150212T000000",2.6411e+006,5,4.25,4660,16200,"2",0,2,3,11,4660,0,2005,0,"98004",47.6326,-122.216,3340,16200 +"1498300875","20140814T000000",445000,3,2.5,1550,930,"2",0,0,3,8,1060,490,2006,0,"98144",47.5857,-122.314,1550,1301 +"7853270200","20141021T000000",672500,4,2.5,3470,6651,"2",0,0,3,9,3470,0,2005,0,"98065",47.5426,-121.879,2730,6179 +"9211010320","20140709T000000",538000,3,2.5,3010,7014,"2",0,0,3,8,3010,0,2009,0,"98059",47.4949,-122.149,3030,6180 +"2867300160","20140904T000000",450000,5,3.5,3931,9497,"2",0,0,3,10,2650,1281,2014,0,"98023",47.3008,-122.386,3510,9497 +"3278605570","20140619T000000",362500,3,2.5,1800,2700,"2",0,0,3,8,1800,0,2011,0,"98126",47.5458,-122.369,1380,1200 +"4310702858","20141015T000000",414950,3,2.5,1570,1551,"3",0,0,3,8,1570,0,2008,0,"98103",47.6961,-122.341,1570,1705 +"2838000030","20150127T000000",679950,3,2.5,2230,3939,"2",0,0,3,8,2230,0,2014,0,"98133",47.73,-122.335,2230,4200 +"1673000240","20141112T000000",290000,4,2.5,2423,7292,"2",0,0,3,8,2423,0,2005,0,"98023",47.3227,-122.37,2495,7489 +"7899800791","20141023T000000",230000,3,2,1160,1174,"2",0,0,3,7,790,370,2007,0,"98106",47.5225,-122.357,1160,994 +"8682320160","20150220T000000",439950,2,2,1440,4666,"1",0,0,3,8,1440,0,2010,0,"98053",47.709,-122.019,1510,4595 +"8155870200","20140522T000000",349900,4,2.5,2052,3723,"2",0,0,3,8,2052,0,2014,0,"98003",47.2824,-122.295,2052,5250 +"2858600083","20141222T000000",550000,5,2.5,2780,9272,"2",0,0,3,8,2780,0,2014,0,"98126",47.5168,-122.378,1150,8460 +"2391601195","20150430T000000",1.05e+006,4,4.25,3720,5750,"2",0,2,3,9,2960,760,2006,0,"98116",47.5632,-122.399,2550,5750 +"0976000903","20150319T000000",655000,2,2.25,1460,1851,"2",0,0,3,9,1180,280,2014,0,"98119",47.6461,-122.362,1800,4269 +"7904700128","20141110T000000",385000,3,3.5,1370,1540,"2",0,0,3,8,1100,270,2006,0,"98116",47.5638,-122.388,1370,915 +"5609000311","20150410T000000",729999,6,4.5,3600,6110,"2",0,0,3,9,2510,1090,2012,0,"98118",47.5687,-122.291,1360,5800 +"1972201963","20140616T000000",523950,3,2.25,1420,1282,"3",0,0,3,8,1420,0,2006,0,"98103",47.6533,-122.346,1530,1280 +"9272201704","20140512T000000",369000,2,2.5,980,895,"2",0,0,3,8,670,310,2009,0,"98116",47.5874,-122.386,980,899 +"8648900060","20140505T000000",509900,3,2.5,1790,2700,"2",0,0,3,8,1790,0,2010,0,"98027",47.564,-122.093,1890,3078 +"3832050890","20140715T000000",282000,3,2.5,2010,5399,"2",0,0,3,7,2010,0,2006,0,"98042",47.3338,-122.052,2280,5141 +"0255450340","20140827T000000",387865,3,2.5,2370,4200,"2",0,0,3,8,2370,0,2014,0,"98038",47.3696,-122.018,2370,4200 +"2172000890","20141120T000000",385000,4,2.5,2560,6238,"2",0,0,3,8,2560,0,2007,0,"98178",47.4899,-122.255,2560,6240 +"6127010320","20140609T000000",536000,3,2.5,1900,6224,"2",0,0,3,7,1900,0,2005,0,"98075",47.5941,-122.004,2260,5450 +"2810100023","20140625T000000",395000,2,2.25,1350,1493,"2",0,0,3,8,1050,300,2007,0,"98136",47.5421,-122.388,1250,1202 +"8011100125","20141117T000000",545000,4,2.75,2650,6717,"2",0,0,3,10,2650,0,2014,0,"98056",47.4947,-122.171,2740,7923 +"7852090390","20150413T000000",715000,4,2.5,3020,7035,"2",0,4,3,9,3020,0,2001,0,"98065",47.5344,-121.874,3020,6771 +"3630080070","20140710T000000",348000,3,2.5,1500,2255,"2",0,0,3,7,1500,0,2005,0,"98029",47.5538,-121.997,1440,2040 +"9126100765","20140801T000000",455000,3,1.75,1320,1014,"3",0,0,3,9,1320,0,2015,0,"98122",47.6047,-122.305,1380,1495 +"7853380510","20140603T000000",575000,4,2.75,3120,7644,"2",0,0,3,10,3120,0,2010,0,"98065",47.5156,-121.884,2980,6050 +"0993000136","20141007T000000",449950,3,2.25,1540,1270,"3",0,0,3,7,1540,0,2014,0,"98103",47.6935,-122.341,1230,1454 +"3278604510","20140625T000000",364000,3,2.5,1800,2790,"2",0,0,3,8,1800,0,2011,0,"98126",47.5455,-122.371,1580,2036 +"2937300060","20141201T000000",932990,4,2.5,3640,6389,"2",0,0,3,9,3640,0,2014,0,"98052",47.7049,-122.123,3570,6303 +"9510860060","20140627T000000",710000,3,2.5,2440,4153,"2",0,0,3,9,2440,0,2003,0,"98052",47.665,-122.087,2030,4143 +"0293070310","20150213T000000",949990,4,4,3970,7314,"2",0,0,3,9,3970,0,2014,0,"98074",47.6173,-122.056,3560,5258 +"0255450400","20140731T000000",326989,3,2.5,2060,4200,"2",0,0,3,8,2060,0,2014,0,"98038",47.3706,-122.017,2370,4200 +"3845100140","20140708T000000",335606,3,2.5,2538,4600,"2",0,0,3,8,2538,0,2013,0,"98092",47.2584,-122.196,2570,4800 +"3758900075","20140507T000000",1.5325e+006,5,4.5,4270,8076,"2",0,0,3,11,3400,870,2007,0,"98033",47.699,-122.206,4100,10631 +"3395071610","20141126T000000",299950,3,2.5,1320,3150,"2",0,0,3,7,1320,0,2005,0,"98118",47.5328,-122.282,1390,1725 +"9477580030","20141014T000000",962000,4,2.75,3340,5700,"2",0,0,3,11,3340,0,2013,0,"98059",47.5059,-122.146,3340,6940 +"8138870060","20140813T000000",395825,2,2.5,1590,1679,"2",0,0,3,8,1590,0,2012,0,"98029",47.5449,-122.011,1590,1680 +"7237450030","20141014T000000",419354,5,2.75,2710,4500,"2",0,0,3,8,2710,0,2014,0,"98038",47.3547,-122.062,2710,4626 +"3767300041","20140826T000000",920000,4,2.75,3140,7258,"2",0,1,3,10,3140,0,2006,0,"98034",47.7064,-122.232,2990,13600 +"0291310370","20140829T000000",366000,3,2.25,1445,1028,"2",0,0,3,7,1300,145,2005,0,"98027",47.5339,-122.067,1445,1377 +"7853361230","20140516T000000",480000,4,2.5,2430,5000,"2",0,0,3,7,2430,0,2009,0,"98065",47.515,-121.873,2430,5441 +"7904700126","20141120T000000",388000,3,3.25,1370,915,"2",0,0,3,8,1100,270,2006,0,"98116",47.5639,-122.388,1370,1146 +"8085400376","20150421T000000",2.32e+006,4,3.5,5050,9520,"2",0,0,3,11,3610,1440,2007,0,"98004",47.6364,-122.209,2430,9248 +"9828702851","20150121T000000",730000,3,2.5,1860,1290,"2",0,0,3,9,1240,620,2010,0,"98122",47.6179,-122.301,1710,1525 +"8562710550","20140521T000000",950000,5,3.75,5330,6000,"2",0,2,3,10,3570,1760,2006,0,"98027",47.5401,-122.073,4420,5797 +"3278613210","20140728T000000",358990,3,3.25,1710,2171,"2",0,0,3,7,1400,310,2014,0,"98106",47.5434,-122.368,1380,1300 +"7694200340","20141016T000000",398651,4,2.5,2650,4120,"2",0,0,3,8,2650,0,2014,0,"98146",47.5019,-122.34,2030,3768 +"1839500055","20141114T000000",530000,4,2.5,2590,7891,"2",0,0,3,9,2590,0,2006,0,"98056",47.5055,-122.194,1400,7891 +"3448900320","20140723T000000",610360,4,2.5,2610,5562,"2",0,0,3,9,2610,0,2013,0,"98056",47.5137,-122.169,2720,7400 +"9267200226","20140502T000000",436110,3,2.5,1770,1235,"3",0,0,3,8,1600,170,2007,0,"98103",47.6965,-122.342,1680,1203 +"2895730070","20140620T000000",925000,4,2.75,3730,8014,"2",0,0,3,10,3730,0,2012,0,"98074",47.6036,-122.059,3670,8279 +"2970800105","20150313T000000",449950,4,2.5,2420,5244,"2",0,0,3,9,2420,0,2007,0,"98166",47.4729,-122.35,1400,5250 +"0325059277","20140527T000000",760000,4,2.5,3330,7399,"2",0,0,3,9,3330,0,2009,0,"98052",47.679,-122.153,2640,8601 +"6817750140","20140708T000000",293000,3,2.25,1910,3481,"2",0,0,3,8,1910,0,2009,0,"98055",47.4293,-122.188,1714,3177 +"8682320640","20150212T000000",695000,2,2.5,2170,7665,"1",0,2,3,8,2170,0,2013,0,"98053",47.7112,-122.019,2300,7100 +"8669180390","20140604T000000",285000,3,2.5,2437,5136,"2",0,0,3,7,2437,0,2011,0,"98002",47.3517,-122.21,2437,4614 +"4233600260","20141230T000000",1.25578e+006,5,4,4180,12042,"2",0,0,3,10,4180,0,2014,0,"98075",47.5959,-122.014,1800,6052 +"3278611600","20140714T000000",379900,3,2.5,1800,2791,"2",0,0,3,8,1800,0,2011,0,"98126",47.5442,-122.371,1580,2617 +"7787920160","20150427T000000",472000,5,2.5,2570,7412,"2",0,0,3,8,2570,0,2006,0,"98019",47.7265,-121.957,2890,8056 +"2517101200","20140707T000000",300000,4,2.5,2090,5195,"2",0,0,3,7,2090,0,2007,0,"98031",47.3986,-122.166,2090,5236 +"6181420200","20141120T000000",272000,4,2.5,2789,3960,"2",0,0,3,7,2789,0,2007,0,"98001",47.3059,-122.28,2547,3960 +"3845100550","20141120T000000",418395,4,2.5,2906,5893,"2",0,0,3,9,2906,0,2014,0,"98092",47.2599,-122.192,2680,4950 +"7853321180","20141222T000000",465000,5,2.5,2550,6405,"2",0,0,3,7,2550,0,2008,0,"98065",47.5191,-121.869,2190,5900 +"7502800030","20140716T000000",659950,4,2.75,3550,9400,"2",0,0,3,9,3550,0,2014,0,"98059",47.4827,-122.131,3550,9421 +"3869900139","20150107T000000",484950,3,2.25,1590,926,"3",0,0,3,8,1590,0,2014,0,"98136",47.5402,-122.387,1640,1321 +"1332700200","20150426T000000",359000,3,2.25,1950,1968,"2",0,0,4,7,1160,790,1979,0,"98056",47.5179,-122.195,1950,1968 +"9211010260","20140617T000000",519000,4,2.5,3250,4500,"2",0,0,3,8,3250,0,2009,0,"98059",47.4944,-122.149,3030,4518 +"4100500070","20140527T000000",1.71e+006,5,4.5,4590,14685,"2",0,0,3,10,4590,0,2009,0,"98033",47.664,-122.2,3030,9486 +"7708210070","20140617T000000",535000,4,2.75,3070,7201,"2",0,0,3,9,3070,0,2006,0,"98059",47.4897,-122.147,2880,8364 +"7853270520","20150409T000000",622950,4,3.25,3030,7644,"2",0,0,3,8,2830,200,2006,0,"98065",47.5457,-121.881,3400,6908 +"5126300060","20140811T000000",515000,3,2.5,2610,5845,"2",0,0,3,8,2610,0,2005,0,"98059",47.4821,-122.142,2810,5000 +"2517000260","20140522T000000",330000,4,3.5,3150,6202,"2",0,0,3,7,3150,0,2005,0,"98042",47.3993,-122.162,2950,5940 +"0832700270","20150213T000000",318000,3,1.5,1240,983,"3",0,0,3,8,1240,0,2009,0,"98133",47.7235,-122.353,1240,1026 +"3022800260","20141007T000000",439000,3,2.5,1680,2801,"2",0,0,3,7,1680,0,2011,0,"98011",47.745,-122.181,1920,2723 +"0254000241","20150324T000000",540000,3,2.5,2220,5279,"2",0,0,3,8,2220,0,2006,0,"98146",47.5132,-122.387,1610,5297 +"7237501370","20140717T000000",1.079e+006,4,3.25,4800,12727,"2",0,0,3,10,4800,0,2011,0,"98059",47.5311,-122.134,4750,13602 +"0662440030","20150326T000000",435000,4,2.5,3100,4699,"2",0,0,3,9,3100,0,2010,0,"98038",47.3785,-122.023,2450,5130 +"2524069078","20150122T000000",2.7e+006,4,4,7850,89651,"2",0,0,3,12,7850,0,2006,0,"98027",47.5406,-121.982,6210,95832 +"8895800200","20141017T000000",1.1e+006,4,2.75,3590,5625,"2",0,0,3,10,3590,0,2012,0,"98052",47.6959,-122.133,3590,5625 +"9268850160","20150206T000000",293467,4,2,1590,942,"3",0,0,3,7,1590,0,2008,0,"98027",47.54,-122.026,1390,942 +"7299600700","20150512T000000",328000,3,2.5,2242,4800,"2",0,0,3,8,2242,0,2013,0,"98092",47.2581,-122.2,2009,4800 +"0291310340","20140708T000000",550000,3,3.5,2490,3582,"2",0,0,3,8,1720,770,2005,0,"98027",47.5338,-122.067,1445,1590 +"2768100510","20150402T000000",649000,3,2,1530,1442,"3",0,0,3,9,1530,0,2015,0,"98107",47.6692,-122.372,1620,1456 +"1776230060","20140708T000000",435000,4,2.5,2150,3143,"2",0,0,3,7,2150,0,2010,0,"98059",47.5048,-122.154,2640,3200 +"1772600510","20140620T000000",625000,3,2.5,2440,4800,"2",0,0,3,10,2440,0,2014,0,"98106",47.5595,-122.365,1180,5480 +"8024200677","20150429T000000",415000,3,1.5,1270,1483,"3",0,0,3,8,1270,0,2007,0,"98115",47.6987,-122.317,1270,1413 +"0982850060","20140603T000000",400000,3,2.25,1450,4706,"2",0,0,3,7,1450,0,2009,0,"98028",47.761,-122.232,1490,4667 +"7518506715","20140506T000000",979000,3,2.5,2690,4047,"3",0,0,3,10,2690,0,2014,0,"98117",47.6797,-122.385,2040,5000 +"7202280390","20150220T000000",625250,4,2.5,2755,4831,"2",0,0,3,7,2755,0,2003,0,"98053",47.685,-122.039,2510,4831 +"0710600160","20140909T000000",665000,4,3.5,2650,3474,"2",0,0,3,8,2230,420,2011,0,"98027",47.5377,-122.046,2330,3474 +"0952005525","20140627T000000",589500,3,3.25,2310,3075,"2",0,0,3,8,1730,580,2005,0,"98116",47.5644,-122.383,2310,3075 +"2487700274","20150309T000000",437000,2,3,1460,1452,"2",0,0,3,8,1140,320,2007,0,"98136",47.5224,-122.39,1460,1452 +"3449000060","20141001T000000",320000,3,1,1400,9000,"1",0,0,5,7,1400,0,1959,0,"98059",47.5022,-122.145,1440,8400 +"7830800473","20150114T000000",333500,3,2.5,2196,7475,"2",0,0,3,8,2196,0,2006,0,"98030",47.3803,-122.204,1860,6755 +"6056100370","20141124T000000",430000,3,2.25,2020,2750,"2",0,0,3,8,1680,340,2008,0,"98108",47.5633,-122.297,1720,1546 +"2126059295","20140805T000000",995500,5,4.5,4280,8465,"2",0,0,3,10,4280,0,2014,0,"98034",47.7325,-122.165,2990,11067 +"1442880340","20140603T000000",427874,3,3,2340,5002,"2",0,0,3,8,2340,0,2013,0,"98045",47.4831,-121.773,2790,5375 +"7694200070","20140521T000000",334990,4,2.5,2220,4228,"2",0,0,3,8,2220,0,2014,0,"98146",47.5014,-122.341,2220,4157 +"8562710640","20150211T000000",909500,4,4,4420,5940,"2",0,0,3,10,3410,1010,2006,0,"98027",47.5397,-122.072,4510,5797 +"3832050860","20150319T000000",210000,3,2,1580,4961,"2",0,0,3,7,1580,0,2006,0,"98042",47.3338,-122.053,2280,5000 +"2526059225","20150123T000000",952990,4,2.75,3550,6558,"2",0,0,3,9,3550,0,2013,0,"98052",47.7076,-122.115,3140,5617 +"1972200139","20150218T000000",622500,2,1.75,1510,851,"3",0,0,3,8,1420,90,2013,0,"98107",47.6536,-122.358,1300,1338 +"2768100186","20140618T000000",515000,3,3.5,1360,1419,"2",0,0,3,8,1040,320,2007,0,"98107",47.6697,-122.371,1560,1977 +"6791400070","20150126T000000",350000,3,2.5,2040,13590,"2",0,0,3,8,2040,0,2009,0,"98042",47.3122,-122.04,1850,12485 +"0424049284","20141016T000000",310000,1,1.5,1120,912,"3",0,0,3,7,1120,0,2011,0,"98144",47.5924,-122.299,1380,3200 +"7853280550","20140528T000000",700000,4,3.5,4490,5099,"2",0,0,3,9,3390,1100,2006,0,"98065",47.5394,-121.861,4290,5537 +"7768800270","20140715T000000",907687,4,2.5,3560,6786,"2",0,0,3,9,2930,630,2014,0,"98075",47.5756,-122.071,3560,5886 +"8682320350","20140709T000000",741500,2,2.5,2150,5760,"1",0,0,3,8,2150,0,2010,0,"98053",47.7094,-122.018,1640,4680 +"1776460140","20140724T000000",395000,3,2.5,2130,5088,"2",0,0,3,8,1840,290,2011,0,"98019",47.7329,-121.976,2130,5762 +"5045700400","20150223T000000",559950,5,2.75,2990,6370,"2",0,0,3,8,2990,0,2014,0,"98059",47.4853,-122.154,2730,5740 +"3356402702","20140725T000000",215000,4,2.5,1847,8000,"2",0,0,3,7,1847,0,2008,0,"98001",47.2872,-122.257,1847,8000 +"2140950160","20150222T000000",390000,4,2.5,2610,7227,"2",0,0,3,9,2610,0,2011,0,"98010",47.314,-122.023,2630,7421 +"2621069017","20150303T000000",425000,3,2.25,1670,107157,"1",0,0,3,7,1670,0,2007,0,"98022",47.2743,-122.009,3310,108900 +"1422069070","20150507T000000",472000,3,2.5,1860,415126,"2",0,0,3,7,1860,0,2006,0,"98038",47.3974,-122.005,2070,54014 +"2579500181","20150407T000000",1.33e+006,4,3.5,3440,9776,"2",0,0,3,10,3440,0,2006,0,"98040",47.5374,-122.216,2400,11000 +"7852120140","20140610T000000",695000,4,3.5,3510,9364,"2",0,0,3,10,3510,0,2001,0,"98065",47.54,-121.876,3510,9161 +"9274200324","20150120T000000",545000,3,2.5,1740,1279,"3",0,0,3,8,1740,0,2008,0,"98116",47.589,-122.387,1740,1280 +"0422000075","20140711T000000",389950,4,2.5,2240,5500,"2",0,0,3,8,2240,0,2013,0,"98056",47.496,-122.169,700,5500 +"0263000253","20150330T000000",380000,3,2.25,1550,1485,"3",0,0,3,8,1550,0,2011,0,"98103",47.6989,-122.346,1550,1480 +"9268850140","20141117T000000",288790,4,2,1390,745,"3",0,0,3,7,1390,0,2008,0,"98027",47.5401,-122.026,1390,942 +"9306500200","20150401T000000",432500,3,3,2500,6000,"2",0,0,3,8,2500,0,2012,0,"98058",47.4408,-122.161,2130,6000 +"8562770350","20141206T000000",615000,3,3.5,2710,3326,"2",0,0,3,8,1650,1060,2005,0,"98027",47.5371,-122.073,2280,2738 +"2026049326","20140707T000000",500000,3,2.5,1720,3012,"2",0,0,3,9,1720,0,2011,0,"98133",47.7312,-122.334,1720,7658 +"9126101090","20140531T000000",615000,3,2.25,1760,1146,"3",0,0,3,9,1760,0,2014,0,"98122",47.6073,-122.304,1346,3472 +"2888000030","20140926T000000",500000,4,2.25,2270,8196,"1",0,0,5,7,1150,1120,1963,0,"98034",47.7214,-122.227,1920,10122 +"8032700075","20141015T000000",622000,3,3.5,1690,1765,"2",0,0,3,8,1370,320,2006,0,"98103",47.6536,-122.34,1690,1694 +"7853440140","20150409T000000",802945,5,3.5,4000,9234,"2",0,0,3,9,4000,0,2015,0,"98024",47.5265,-121.887,3690,6600 +"1245003330","20140731T000000",1.26e+006,4,2.5,2880,9003,"2",0,0,3,10,2880,0,2008,0,"98033",47.6844,-122.199,2640,8126 +"1176001124","20150224T000000",598950,3,2.5,1480,1531,"3",0,0,3,8,1480,0,2014,0,"98107",47.669,-122.402,1530,1321 +"7853360990","20150102T000000",430000,3,2.5,1950,4949,"2",0,0,3,7,1950,0,2009,0,"98065",47.5155,-121.87,2200,5740 +"7853320030","20141124T000000",515000,4,2.75,2700,5150,"2",0,0,3,9,2700,0,2009,0,"98065",47.5209,-121.874,2700,5747 +"7576200012","20140717T000000",1.262e+006,2,3,2210,3917,"2",0,0,3,10,1500,710,2008,0,"98122",47.6166,-122.291,1720,3933 +"7207900030","20140609T000000",400000,4,3.5,2370,3692,"2.5",0,0,3,8,2370,0,2013,0,"98056",47.5044,-122.17,2520,5425 +"0952006827","20150422T000000",390000,3,2.5,1310,1254,"2",0,0,3,7,850,460,2007,0,"98116",47.5622,-122.384,1310,1372 +"7853321090","20141001T000000",450000,3,2.5,2410,4293,"2",0,0,3,7,2410,0,2007,0,"98065",47.5196,-121.869,2190,5900 +"1042700060","20140516T000000",804995,5,1.5,3360,5402,"2",0,0,3,9,3360,0,2014,0,"98074",47.6067,-122.053,3360,5415 +"2597490140","20150326T000000",825000,4,3.25,3040,4155,"2",0,0,3,8,2350,690,2013,0,"98029",47.5429,-122.012,2680,4000 +"7852130800","20140513T000000",435000,4,2.25,2140,6355,"2",0,0,3,7,2140,0,2002,0,"98065",47.5367,-121.88,2480,5746 +"7625702967","20140609T000000",398000,3,2.5,1720,1715,"2",0,0,3,7,1240,480,2004,0,"98136",47.5481,-122.384,1610,1626 +"3845100640","20140605T000000",411605,4,2.5,2658,3960,"2",0,0,3,9,2658,0,2014,0,"98092",47.2603,-122.194,2578,4200 +"1773100922","20141208T000000",315000,3,3.25,1480,983,"2",0,0,3,8,1180,300,2013,0,"98106",47.5555,-122.363,1330,1062 +"2770602493","20141120T000000",455000,2,2,1350,1209,"3",0,0,3,8,1350,0,2013,0,"98199",47.649,-122.383,1310,982 +"0475000187","20150501T000000",452950,3,2.5,1150,1194,"2",0,0,3,8,1020,130,2006,0,"98107",47.6684,-122.365,1450,1714 +"6056100383","20140520T000000",380000,3,1.75,1690,1468,"2",0,0,3,8,1380,310,2008,0,"98108",47.563,-122.297,1690,1936 +"6056111370","20141124T000000",340000,2,1.75,1270,1916,"2",0,0,3,8,1270,0,2012,0,"98108",47.5648,-122.294,1140,1916 +"9578500510","20141103T000000",409950,3,2.5,2655,5080,"2",0,0,3,8,2655,0,2013,0,"98023",47.2972,-122.348,2879,5232 +"9828701488","20150504T000000",360000,2,1,880,1165,"2",0,0,3,8,880,0,2005,0,"98122",47.6192,-122.297,1640,3825 +"6600000217","20150403T000000",1.595e+006,4,4.25,4645,7757,"2",0,0,3,10,3855,790,2006,0,"98112",47.6248,-122.29,2150,6970 +"8024200685","20140520T000000",440000,3,1.5,1270,1443,"3",0,0,3,8,1270,0,2007,0,"98115",47.699,-122.317,1270,1413 +"2923039264","20140910T000000",730000,2,1.75,1728,95950,"1",0,3,3,9,1728,0,2012,0,"98070",47.4579,-122.443,1720,35735 +"8073900070","20140522T000000",408000,3,2.25,1950,7221,"1",0,0,4,8,1950,0,2006,0,"98188",47.431,-122.285,2310,8125 +"2419700030","20140825T000000",820000,4,2.5,3170,3862,"3",0,0,3,8,3170,0,2008,0,"98034",47.6705,-122.145,2840,4181 +"9396700024","20140731T000000",360000,2,2.5,1233,1244,"2",0,0,3,7,963,270,2007,0,"98136",47.5533,-122.381,1230,1300 +"3845100160","20140620T000000",339990,3,2.5,2570,4600,"2",0,0,3,8,2570,0,2014,0,"98092",47.2582,-122.196,2570,5000 +"9126100814","20141008T000000",515000,3,2,1560,1020,"3",0,0,3,8,1560,0,2014,0,"98122",47.605,-122.304,1560,1728 +"1982201595","20150121T000000",541000,3,1.75,1630,1166,"2",0,0,3,8,1020,610,2013,0,"98107",47.6646,-122.367,1420,1670 +"8151600973","20150406T000000",375000,4,2.5,2510,7245,"2",0,0,3,9,2510,0,2007,0,"98146",47.5096,-122.363,1830,8900 +"2722059322","20141020T000000",320000,4,2.5,2223,5780,"2",0,0,3,8,2223,0,2010,0,"98042",47.3586,-122.157,1690,7766 +"8562780090","20150227T000000",325000,2,2.25,1230,1058,"2",0,0,3,7,1160,70,2008,0,"98027",47.5325,-122.073,1240,817 +"3346300356","20150318T000000",740000,5,2.75,3050,7520,"2",0,0,3,8,3050,0,2014,0,"98056",47.5245,-122.184,2180,10800 +"7237450600","20141030T000000",450000,5,2.75,2710,6220,"2",0,0,3,8,2710,0,2014,0,"98038",47.3555,-122.061,2530,4759 +"8944550100","20140723T000000",455000,4,2.5,2090,4400,"2",0,0,3,8,2090,0,2011,0,"98118",47.5403,-122.286,2090,3430 +"3438502437","20150203T000000",292500,3,2.5,1440,1068,"2",0,0,3,8,1160,280,2006,0,"98106",47.5393,-122.361,1580,1483 +"2423069039","20140806T000000",650000,3,2.5,2500,51836,"1",0,0,3,9,1510,990,2013,0,"98027",47.4694,-121.989,2270,54450 +"8011100047","20150306T000000",530000,4,2.75,2740,7872,"2",0,0,3,10,2740,0,2015,0,"98056",47.4954,-122.172,1220,6300 +"1042700300","20140804T000000",829995,5,3.25,3360,6120,"2",0,0,3,9,3360,0,2014,0,"98074",47.607,-122.053,3230,5398 +"1776460110","20141223T000000",395000,4,2.75,2280,5013,"2",0,0,3,8,2280,0,2009,0,"98019",47.7333,-121.976,2130,5121 +"0293070090","20140711T000000",859990,4,2.75,3520,5500,"2",0,0,3,9,3520,0,2014,0,"98074",47.6181,-122.056,3340,5500 +"7548301044","20140710T000000",342500,2,1.5,1320,826,"2",0,0,3,8,1100,220,2008,0,"98144",47.5879,-122.304,1340,1213 +"7203160090","20141205T000000",743000,4,2.75,3410,5838,"2",0,0,3,9,3410,0,2012,0,"98053",47.6931,-122.022,3420,7048 +"8096800110","20141215T000000",345000,3,2.25,2730,9388,"1",0,0,3,7,1390,1340,1975,0,"98030",47.3785,-122.185,2255,5701 +"3278600900","20141231T000000",443000,3,2.5,1780,2778,"2",0,0,3,8,1530,250,2007,0,"98126",47.5487,-122.372,1380,1998 +"4051150100","20140929T000000",260000,3,2.5,1427,4337,"2",0,0,3,7,1427,0,2009,0,"98042",47.3857,-122.162,1443,4347 +"0925059311","20140722T000000",810000,4,2.5,2910,6555,"2",0,0,3,9,2910,0,2005,0,"98033",47.6659,-122.172,2910,10419 +"4305600100","20141222T000000",570000,4,2.75,3250,5600,"2",0,0,3,8,3250,0,2011,0,"98059",47.4806,-122.125,2730,5667 +"2311400195","20150303T000000",1.5631e+006,5,3.5,3630,8100,"2",0,0,3,10,3630,0,2008,0,"98004",47.5951,-122.2,1730,8246 +"1732800194","20141113T000000",840000,2,2.5,1680,975,"3",0,0,3,9,1680,0,2009,0,"98119",47.6321,-122.361,1680,977 +"5015001452","20150414T000000",950000,3,2.5,2280,2296,"3",0,0,3,9,1890,390,2013,0,"98112",47.6256,-122.299,1390,4000 +"7853430690","20150127T000000",572800,3,2.5,3310,4682,"2",0,0,3,9,2380,930,2015,0,"98065",47.5201,-121.885,2660,5166 +"3821700038","20141001T000000",305000,3,3,1290,1112,"3",0,0,3,7,1290,0,2008,0,"98125",47.7282,-122.296,1230,9000 +"5078400215","20140730T000000",1.695e+006,5,4.75,3940,7067,"2",0,0,3,10,3230,710,2008,0,"98004",47.6232,-122.205,1910,7735 +"1773100315","20140827T000000",445000,4,2.5,2170,6000,"2",0,0,3,7,1630,540,2008,0,"98106",47.5589,-122.365,1720,5668 +"2224069165","20140902T000000",801000,4,3.5,3290,8059,"2",0,0,3,9,3290,0,2012,0,"98029",47.5573,-122.02,3290,10758 +"9510861140","20140714T000000",711000,3,2.5,2550,5376,"2",0,0,3,9,2550,0,2004,0,"98052",47.6647,-122.083,2250,4050 +"3277801431","20140827T000000",268500,3,2.25,1140,977,"2",0,0,3,7,850,290,2008,0,"98126",47.5439,-122.375,1140,976 +"1760650750","20141006T000000",320000,4,2.5,2300,3825,"2",0,0,3,7,2300,0,2012,0,"98042",47.3594,-122.082,2110,3825 +"1607100038","20140921T000000",500000,4,3.25,2670,5001,"1",0,0,3,9,1640,1030,2013,0,"98108",47.5666,-122.293,1610,5001 +"1862400176","20140505T000000",631625,4,2.5,2440,6651,"2",0,0,3,9,2440,0,2014,0,"98117",47.6971,-122.371,1350,7653 +"5457801833","20150127T000000",850000,2,2.5,1611,2210,"2",0,2,3,10,1611,0,2005,0,"98109",47.6291,-122.347,2070,2182 +"8562770110","20141027T000000",600000,3,3.5,2710,3290,"2",0,0,3,8,1650,1060,2006,0,"98027",47.5367,-122.072,2440,3290 +"2623039019","20140508T000000",988500,3,2.75,2015,16807,"2",1,4,3,9,2015,0,2007,0,"98166",47.45,-122.377,1780,12310 +"9578500690","20150327T000000",430236,4,3.25,3444,5166,"2",0,0,3,8,2714,730,2014,0,"98023",47.2966,-122.348,2848,5182 +"0711000110","20140915T000000",1.26652e+006,3,2.5,3060,9576,"2",0,0,3,10,3060,0,2005,0,"98004",47.5928,-122.199,3060,9579 +"2597490750","20150428T000000",689500,4,2.5,2050,2772,"2",0,0,3,8,2050,0,2013,0,"98029",47.5431,-122.011,1800,2886 +"6056100165","20141201T000000",175003,3,1.5,1390,1882,"2",0,0,3,7,1390,0,2014,0,"98108",47.5667,-122.297,1490,2175 +"2767603824","20140915T000000",459000,2,2.5,1240,1249,"3",0,0,3,8,1240,0,2006,0,"98107",47.6718,-122.386,1240,2500 +"7237550110","20150424T000000",1.18e+006,4,3.25,3750,74052,"2",0,0,3,10,3750,0,2013,0,"98053",47.658,-122.006,4920,74052 +"2325300037","20140902T000000",358000,3,3.25,1410,1442,"3",0,0,3,8,1360,50,2006,0,"98125",47.7183,-122.317,1500,1200 +"1085623710","20140714T000000",447055,4,2.5,2448,4949,"2",0,0,3,9,2448,0,2014,0,"98030",47.3428,-122.179,2815,5446 +"0774100475","20140627T000000",415000,3,2.75,2600,64626,"1.5",0,0,3,8,2600,0,2009,0,"98014",47.7185,-121.405,1740,64626 +"1489300215","20141013T000000",1.21e+006,4,3.25,3330,9000,"2",0,0,3,9,2870,460,2004,0,"98033",47.6836,-122.208,2550,6349 +"9828702902","20141021T000000",495000,2,2.25,1160,1010,"2",0,0,3,8,1000,160,2006,0,"98112",47.6207,-122.301,1200,1170 +"6371000100","20141120T000000",479000,2,2.25,1330,1380,"2",0,0,3,8,1060,270,2005,0,"98116",47.577,-122.41,1580,4802 +"2025069140","20150317T000000",1.898e+006,3,2.5,2830,4334,"3",1,4,3,10,2830,0,2006,0,"98074",47.6318,-122.071,2830,38211 +"2781280300","20141016T000000",249900,3,2.5,1610,3517,"2",0,0,3,8,1610,0,2005,0,"98055",47.4496,-122.189,1830,2889 +"9551201240","20141030T000000",1.465e+006,4,2.5,2800,4000,"2",0,0,3,9,2800,0,2011,0,"98103",47.6695,-122.339,1770,4200 +"2726059144","20150410T000000",1.037e+006,5,3.75,4570,10194,"2",0,0,3,11,4570,0,2006,0,"98034",47.718,-122.161,2040,7560 +"5363200100","20141020T000000",897000,4,2.5,2820,6120,"2",0,0,3,9,2820,0,2014,0,"98115",47.6911,-122.293,1510,6120 +"1725059330","20150327T000000",1.1e+006,4,2.5,2570,9470,"2",0,0,3,9,2570,0,2006,0,"98033",47.6548,-122.19,2570,10663 +"7234601140","20141113T000000",685000,3,2.25,1710,1193,"2",0,0,3,9,1140,570,2014,0,"98122",47.6173,-122.31,1510,1193 +"3057000300","20140930T000000",295000,3,1.5,1220,3286,"2",0,0,3,7,1220,0,1982,0,"98033",47.7168,-122.189,1220,2640 +"1972200553","20140804T000000",619000,3,2.25,1650,946,"3",0,0,3,8,1650,0,2014,0,"98103",47.6536,-122.354,1570,1283 +"6371000148","20141125T000000",439108,2,1.5,1130,1340,"2",0,0,3,8,910,220,2008,0,"98116",47.5761,-122.41,1310,1340 +"0301400850","20150220T000000",260000,3,2.25,1489,2800,"2",0,0,3,7,1489,0,2011,0,"98002",47.3452,-122.215,1584,3200 +"1123049232","20140606T000000",279000,5,2.5,2690,5557,"2",0,0,3,7,2690,0,2012,0,"98178",47.4914,-122.253,2090,10500 +"3654200037","20150330T000000",380000,3,2.25,1530,1305,"2",0,0,3,7,1116,414,2007,0,"98177",47.7034,-122.357,1320,1427 +"7299601790","20141107T000000",287000,3,2.5,1600,6315,"2",0,0,3,8,1600,0,2013,0,"98092",47.2611,-122.198,1608,4300 +"2771101921","20141211T000000",377000,2,1.5,1000,1251,"2",0,0,3,7,930,70,2006,0,"98199",47.6529,-122.384,1420,1187 +"3566800485","20150223T000000",649950,4,3.5,2440,3012,"3",0,1,3,8,2440,0,2005,0,"98117",47.6923,-122.392,1860,4650 +"2767601311","20141024T000000",445000,3,2.5,1260,1102,"3",0,0,3,8,1260,0,2007,0,"98107",47.675,-122.387,1320,2500 +"9137101696","20150504T000000",605000,3,2.5,1660,1692,"3",0,0,3,7,1610,50,2005,0,"98115",47.6801,-122.322,1210,1230 +"9528104345","20140923T000000",475000,3,2.25,1190,1137,"2",0,0,3,7,960,230,1999,0,"98115",47.677,-122.325,1190,1080 +"3753000100","20140828T000000",399000,3,3,1520,1884,"3",0,0,3,8,1520,0,2009,0,"98125",47.7176,-122.284,1360,1939 +"6798100690","20150420T000000",718000,5,2.75,3250,8100,"2",0,0,3,8,3250,0,2014,0,"98125",47.7133,-122.311,1270,8100 +"0148000475","20140528T000000",1.4e+006,4,3.25,4700,9160,"1",0,4,3,11,2520,2180,2005,0,"98116",47.5744,-122.406,2240,8700 +"3277801417","20140516T000000",341000,3,2.5,1480,1663,"2",0,0,3,9,1180,300,2012,0,"98126",47.5443,-122.375,1380,1537 +"8682320090","20140519T000000",818000,2,2.5,2380,9374,"1",0,2,3,8,2380,0,2011,0,"98053",47.7095,-122.019,1610,5000 +"9828701507","20141202T000000",759000,3,2.25,1640,1873,"3",0,0,3,8,1640,0,2014,0,"98112",47.6196,-122.297,1640,3920 +"3362400432","20140611T000000",547500,3,3.5,1650,2262,"3",0,0,3,8,1650,0,2010,0,"98103",47.6823,-122.347,1620,3166 +"0856000195","20140521T000000",2.7e+006,5,4.75,5305,8401,"2",0,2,3,11,3745,1560,2005,0,"98033",47.6864,-122.215,2960,7200 +"9396700028","20140722T000000",358000,2,2.5,1278,987,"2",0,0,3,7,1002,276,2007,0,"98136",47.5532,-122.381,1220,1287 +"8850000018","20141001T000000",412000,3,2.5,1200,813,"3",0,0,3,9,1200,0,2010,0,"98144",47.5894,-122.315,1750,4365 +"9524100207","20150130T000000",245000,2,1.5,690,1058,"2",0,0,3,7,690,0,2005,0,"98103",47.6951,-122.343,690,1058 +"1085623350","20141007T000000",460940,4,2.5,3202,4964,"2",0,0,3,9,3202,0,2014,0,"98030",47.3412,-122.179,2425,4886 +"7663700973","20140522T000000",321000,3,2.25,1347,1292,"3",0,0,3,7,1347,0,2010,0,"98125",47.7306,-122.291,1480,1865 +"7853420100","20140623T000000",633634,4,3.5,2960,6000,"2",0,0,3,9,2960,0,2014,0,"98065",47.5183,-121.886,2960,6000 +"1025039168","20140923T000000",290000,1,0.75,740,1284,"1",0,0,4,6,740,0,1928,0,"98107",47.6741,-122.406,1430,3988 +"0476000110","20150401T000000",445000,2,2.25,1200,1137,"3",0,0,3,7,1200,0,2007,0,"98107",47.6715,-122.392,1280,1295 +"2254100090","20150407T000000",887250,5,3.5,4320,7502,"2",0,0,3,9,3500,820,2012,0,"98056",47.5235,-122.168,3250,7538 +"8682320600","20140911T000000",739000,3,2.5,2310,7348,"1",0,3,3,8,2310,0,2010,0,"98053",47.7116,-122.019,2310,7153 +"9834201366","20141216T000000",429900,3,2,1490,1286,"3",0,0,3,8,1490,0,2014,0,"98144",47.57,-122.288,1420,1230 +"7625702451","20150106T000000",459000,3,2,1480,800,"2",0,0,3,8,1000,480,2014,0,"98136",47.5492,-122.387,1480,886 +"0301402120","20140625T000000",240000,3,2.25,1481,2820,"2",0,0,3,7,1481,0,2012,0,"98002",47.3457,-122.217,1481,3028 +"6382500076","20140910T000000",566950,3,3,1730,1902,"3",0,0,3,8,1730,0,2014,0,"98117",47.6944,-122.377,1830,1804 +"3758900259","20140507T000000",1.04e+006,4,3.5,3900,8391,"2",0,0,3,10,3900,0,2006,0,"98033",47.6979,-122.205,3820,12268 +"3126049446","20150310T000000",343000,3,3.5,1130,1449,"3",0,0,3,7,1130,0,2005,0,"98103",47.6968,-122.348,1130,1200 +"3744000100","20141111T000000",572115,4,3.25,3230,4838,"2",0,0,3,9,3230,0,2014,0,"98038",47.3559,-122.023,2980,5094 +"9510860750","20150108T000000",918000,5,3.5,3920,5150,"2",0,0,3,9,2820,1100,2004,0,"98052",47.6638,-122.084,3170,5530 +"7228500037","20150505T000000",555000,2,1.5,1190,1361,"2",0,0,3,8,1190,0,2007,0,"98122",47.6161,-122.302,1280,3360 +"3814900750","20140716T000000",399440,4,2.5,2311,4396,"2",0,0,3,9,2311,0,2014,0,"98092",47.3276,-122.163,2458,4616 +"1294300038","20140711T000000",450000,3,2.5,1810,914,"3",0,0,3,8,1380,430,2008,0,"98116",47.5732,-122.387,1810,914 +"7853350090","20140604T000000",648000,4,2.5,3290,6203,"2",0,0,3,9,3290,0,2008,0,"98065",47.5441,-121.86,2990,6835 +"9211010900","20140618T000000",580000,4,2.5,3250,5000,"2",0,0,3,8,3250,0,2008,0,"98059",47.4988,-122.148,3230,5507 +"1085623250","20150331T000000",415000,4,2.5,2544,4071,"2",0,0,3,9,2544,0,2013,0,"98030",47.341,-122.179,2358,4179 +"2025049192","20141021T000000",527500,3,2.5,1380,1389,"3",0,0,3,8,1380,0,2008,0,"98102",47.6427,-122.327,1380,1249 +"7625703354","20140730T000000",384000,3,2.25,1430,800,"2",0,0,3,8,1140,290,2011,0,"98136",47.5477,-122.388,1430,1387 +"2051200436","20140820T000000",692000,3,2.5,3490,28213,"1.5",0,2,3,9,2242,1248,2009,0,"98070",47.365,-122.456,2120,56628 +"3880900236","20140822T000000",455000,2,1.5,910,966,"2",0,0,3,8,820,90,2006,0,"98119",47.627,-122.361,2740,6400 +"1646502355","20150403T000000",1.28e+006,4,3.25,3080,4120,"2",0,0,3,9,2380,700,2014,0,"98117",47.6845,-122.359,1410,4120 +"2619950110","20140624T000000",415000,3,2.5,2280,6031,"2",0,0,3,8,2280,0,2011,0,"98019",47.7322,-121.966,2430,7200 +"1964700054","20141222T000000",975000,3,2.5,1660,1344,"3",0,0,3,8,1660,0,2008,0,"98102",47.644,-122.327,1750,2040 +"1926059039","20141006T000000",799950,4,2.5,3320,7429,"2",0,0,3,9,3320,0,2014,0,"98034",47.7189,-122.225,1840,7429 +"3438500037","20150405T000000",545000,5,4,1680,7268,"1",0,0,3,8,1370,310,2008,0,"98106",47.5571,-122.356,2040,8259 +"9578501110","20141003T000000",429900,4,3.5,2584,5005,"2",0,0,3,8,2584,0,2014,0,"98023",47.296,-122.35,2767,5201 +"8856004786","20140729T000000",275000,3,2.5,2217,8019,"2",0,0,3,7,2217,0,2009,0,"98001",47.2776,-122.251,1470,8037 +"7708200600","20140718T000000",498000,3,2.5,2480,4136,"2",0,0,3,8,2480,0,2009,0,"98059",47.493,-122.147,2510,4314 +"9492500090","20140527T000000",754950,3,2.5,2610,7256,"2",0,0,3,9,2610,0,2014,0,"98033",47.695,-122.18,2610,7206 +"8691440100","20140606T000000",895000,4,3,3240,5562,"2",0,0,3,10,3240,0,2013,0,"98075",47.5919,-121.975,3380,5562 +"7222000090","20140506T000000",580000,4,3.25,3569,8327,"2",0,0,3,10,3569,0,2013,0,"98055",47.4595,-122.208,2550,5251 +"3321049112","20150222T000000",379900,4,2.5,3181,5831,"2",0,0,3,8,3181,0,2014,0,"98003",47.2716,-122.297,2056,24393 +"2911000100","20150310T000000",245000,4,2.5,1921,4888,"2",0,0,3,7,1921,0,2009,0,"98001",47.2689,-122.24,1921,9140 +"3862710090","20140826T000000",417000,3,2.5,1570,4926,"2",0,0,3,8,1570,0,2014,0,"98065",47.5342,-121.842,1800,3202 +"8648900110","20140505T000000",555000,3,2.5,1940,3211,"2",0,0,3,8,1940,0,2009,0,"98027",47.5644,-122.093,1880,3078 +"8648900110","20140826T000000",555000,3,2.5,1940,3211,"2",0,0,3,8,1940,0,2009,0,"98027",47.5644,-122.093,1880,3078 +"6791400100","20140910T000000",353000,4,2.5,2210,13721,"2",0,0,3,8,2210,0,2009,0,"98042",47.3122,-122.039,1850,12951 +"2768301477","20150425T000000",539000,3,2.25,1280,1187,"2",0,0,3,8,1080,200,2008,0,"98107",47.6651,-122.368,1280,1681 +"0126039256","20140904T000000",434900,3,2,1520,5040,"2",0,0,3,7,1520,0,1977,2006,"98177",47.777,-122.362,1860,8710 +"8562780110","20141202T000000",325000,2,2.25,1230,1078,"2",0,0,3,7,1160,70,2008,0,"98027",47.5324,-122.073,1240,817 +"8032700110","20150409T000000",650000,3,2.5,1480,2159,"3",0,0,3,8,1480,0,2007,0,"98103",47.6533,-122.341,1480,1554 +"5635100090","20150225T000000",379950,4,2.5,2612,5850,"2",0,0,3,8,2612,0,2014,0,"98030",47.3751,-122.189,2419,8984 +"2597490300","20141119T000000",700000,3,2.5,2350,4975,"2",0,0,3,8,2350,0,2012,0,"98029",47.5418,-122.01,2350,3951 +"9301300805","20141215T000000",675000,3,2.5,1300,1590,"2",0,0,3,8,1100,200,2014,0,"98109",47.6384,-122.343,1070,1223 +"3449000300","20140609T000000",379000,4,1.5,2020,7560,"1",0,0,4,7,2020,0,1960,0,"98059",47.502,-122.146,1410,8080 +"8562770490","20150330T000000",571000,3,2.5,2140,2867,"2",0,0,3,8,1960,180,2005,0,"98027",47.5357,-122.073,2280,2836 +"3052700464","20141024T000000",475000,3,2.25,1380,1621,"2",0,0,3,8,1140,240,2007,0,"98117",47.678,-122.375,1460,1403 +"9276200569","20140509T000000",769900,4,3.5,2730,3047,"2",0,0,3,8,2400,330,2006,0,"98116",47.5797,-122.391,1980,4600 +"7853280490","20141222T000000",633000,4,3.5,4220,5817,"2",0,0,3,9,2910,1310,2006,0,"98065",47.5392,-121.862,4290,6637 +"2883200524","20140512T000000",635000,3,2.5,1570,1433,"3",0,0,3,8,1570,0,2010,0,"98103",47.6858,-122.336,1570,2652 +"3630200300","20140725T000000",1.238e+006,4,3.5,4670,6000,"2",0,3,3,11,3820,850,2007,0,"98027",47.5414,-121.994,4310,6000 +"1383800015","20150108T000000",524000,3,2.25,1370,1007,"3",0,0,3,8,1330,40,2009,0,"98107",47.6682,-122.361,1570,1635 +"1441000090","20141126T000000",485000,4,3.5,3273,5115,"2",0,0,3,8,2671,602,2014,0,"98055",47.4477,-122.204,2996,5100 +"3760500407","20140521T000000",1.03e+006,3,4,3880,13095,"2",0,3,3,11,3700,180,2009,0,"98034",47.6996,-122.233,3880,10830 +"9528101214","20141024T000000",650000,3,3.5,1494,1262,"3",0,0,3,8,1494,0,2011,0,"98115",47.6826,-122.324,1494,1264 +"2801910100","20141001T000000",754842,3,2.5,2930,5641,"2",0,0,3,8,2930,0,2013,0,"98052",47.71,-122.113,3300,5641 +"1085623640","20140924T000000",428900,4,2.5,2598,5553,"2",0,0,3,9,2598,0,2014,0,"98092",47.3412,-122.178,2502,4900 +"7299601460","20140623T000000",329900,3,2.5,2242,4995,"2",0,0,3,8,2242,0,2011,0,"98092",47.2595,-122.202,1798,4942 +"1070000110","20141218T000000",1.03529e+006,4,2.5,2830,5932,"2",0,0,3,9,2830,0,2014,0,"98199",47.6479,-122.408,2840,5593 +"7853360820","20140909T000000",544999,4,2.5,2710,6937,"2",0,0,3,7,2710,0,2009,0,"98065",47.5153,-121.871,2380,5866 +"7436700090","20140529T000000",449950,4,2.75,2320,4344,"2",0,0,3,8,2320,0,2012,0,"98059",47.4862,-122.163,2310,3770 +"3034200399","20150113T000000",635000,4,2.5,2720,7991,"2",0,0,3,9,2720,0,2006,0,"98133",47.7168,-122.331,1590,8611 +"0889000015","20141103T000000",599000,3,1.75,1650,1180,"3",0,0,3,8,1650,0,2014,0,"98105",47.6638,-122.319,1650,1960 +"2767704252","20141103T000000",478000,3,3.25,1430,1348,"2",0,0,3,8,1160,270,2008,0,"98107",47.6743,-122.374,1160,1265 +"2143700756","20140929T000000",388000,4,2.5,2090,5040,"2",0,0,3,9,2090,0,2014,0,"98055",47.4797,-122.23,1430,12000 +"8946780110","20140804T000000",809950,4,3.5,3660,4903,"2",0,0,3,9,2760,900,2014,0,"98034",47.7184,-122.156,3630,4992 +"6790830090","20150415T000000",1.06e+006,4,3.5,4220,8417,"3",0,0,3,10,4220,0,2012,0,"98075",47.5869,-122.054,3730,8435 +"2768100512","20150422T000000",659000,2,2.5,1450,1213,"2",0,0,3,9,1110,340,2015,0,"98107",47.6692,-122.372,1620,1456 +"9477580110","20140626T000000",971971,4,3.75,3460,6738,"2",0,0,3,11,3460,0,2013,0,"98059",47.506,-122.145,3340,6120 +"7625702437","20150115T000000",389000,3,2.5,1350,874,"3",0,0,3,8,1270,80,2006,0,"98136",47.5491,-122.387,1350,886 +"5416510490","20140708T000000",355000,4,2.75,3000,5470,"2",0,0,3,8,3000,0,2005,0,"98038",47.3613,-122.038,2420,4891 +"1123059125","20141208T000000",551500,4,2.5,2950,10003,"2",0,0,3,9,2950,0,2006,0,"98059",47.489,-122.14,2790,9323 +"7237450110","20140701T000000",417838,4,2.5,2530,5048,"2",0,0,3,8,2530,0,2014,0,"98038",47.3559,-122.063,2530,4359 +"0250000090","20140714T000000",1.75e+006,4,4.5,4650,7660,"2",0,0,3,11,3640,1010,2008,0,"98004",47.6349,-122.198,1710,8400 +"2025049206","20140611T000000",399950,2,1,710,1131,"2",0,0,4,7,710,0,1943,0,"98102",47.6413,-122.329,1370,1173 +"5631500941","20140715T000000",740000,4,2.5,3050,8000,"2",0,0,3,9,3050,0,2007,0,"98028",47.7465,-122.231,1910,8000 +"8562780490","20150223T000000",335000,3,2.5,1150,683,"2",0,0,3,7,1150,0,2013,0,"98027",47.5323,-122.071,1150,755 +"3262300485","20150421T000000",2.25e+006,5,5.25,3410,8118,"2",0,0,3,11,3410,0,2006,0,"98039",47.6295,-122.236,3410,16236 +"5693500846","20150420T000000",667000,3,1.75,1370,1921,"3",0,0,3,8,1370,0,2007,0,"98103",47.6595,-122.351,1370,4000 +"0925059313","20150312T000000",920000,4,2.5,3540,7009,"2",0,0,3,9,3540,0,2007,0,"98033",47.6749,-122.176,2150,10290 +"2461900492","20140511T000000",368000,3,2.5,1370,1350,"2",0,0,3,7,1010,360,2007,0,"98136",47.5534,-122.382,1450,6000 +"6817750110","20140710T000000",307000,4,2.5,1714,3080,"2",0,0,3,8,1714,0,2009,0,"98055",47.429,-122.188,1714,3250 +"3574770100","20150116T000000",550000,4,2.75,3650,4534,"2",0,0,3,7,2940,710,2014,0,"98028",47.7397,-122.224,2400,7682 +"8564860110","20150113T000000",594491,4,2.5,2990,6037,"2",0,0,3,9,2990,0,2013,0,"98045",47.4766,-121.735,2990,5992 +"1085622460","20140929T000000",460458,4,2.5,3284,6516,"2",0,0,3,8,3284,0,2014,0,"98092",47.3393,-122.181,2555,5008 +"1777600850","20140624T000000",859000,4,2.25,3550,13900,"1",0,0,3,8,1830,1720,2010,0,"98006",47.5681,-122.127,2770,12200 +"9284801500","20141211T000000",399950,3,3,1860,2875,"2",0,0,3,8,1710,150,2009,0,"98126",47.5511,-122.373,1350,4830 +"7217400389","20150401T000000",547500,3,3.25,1720,1977,"2",0,0,3,8,1360,360,2007,0,"98122",47.6127,-122.299,1720,3420 +"3832051140","20140623T000000",310000,3,2.5,2540,4775,"2",0,0,3,7,2540,0,2006,0,"98042",47.3341,-122.052,2270,5000 +"0925059137","20140602T000000",939000,4,2.75,3270,12880,"2",0,0,3,9,3270,0,2014,0,"98033",47.6679,-122.172,2420,7505 +"6021503706","20141014T000000",329900,2,2.5,980,1021,"3",0,0,3,8,980,0,2008,0,"98117",47.6844,-122.387,980,1023 +"0475000176","20141222T000000",436000,3,2.5,1150,1193,"2",0,0,3,8,1020,130,2006,0,"98107",47.6684,-122.365,1450,1640 +"1220000367","20140716T000000",320000,3,2.5,1820,1855,"2",0,0,3,8,1570,250,2008,0,"98166",47.4643,-122.346,1470,6900 +"3278605590","20140926T000000",375000,3,2.5,1580,3825,"2",0,0,3,8,1580,0,2011,0,"98126",47.5458,-122.369,1380,1500 +"7203140110","20150324T000000",392137,3,2,1460,3696,"2",0,0,3,7,1460,0,2010,0,"98053",47.6861,-122.013,1720,3631 +"3818400110","20140826T000000",520000,4,2.5,2900,4950,"2",0,0,3,8,2900,0,2004,0,"98028",47.7717,-122.236,2590,4950 +"7702080110","20141016T000000",535000,5,2.75,2620,6389,"2",0,0,3,9,2620,0,2007,0,"98028",47.77,-122.236,2620,4504 +"0952002250","20150324T000000",407000,2,2.5,1340,999,"2",0,0,3,8,940,400,2008,0,"98116",47.5655,-122.386,1470,1436 +"9578500820","20141125T000000",424950,4,3.25,3266,5398,"2",0,0,3,8,3266,0,2014,0,"98023",47.2975,-122.35,3087,5152 +"3448000542","20140811T000000",290000,2,1.5,1076,1060,"3",0,0,3,7,1076,0,2006,0,"98125",47.7167,-122.298,1076,1060 +"9358000552","20141029T000000",399000,3,3.25,1680,1478,"2",0,0,3,8,1360,320,2009,0,"98126",47.5674,-122.369,1530,2753 +"2770601696","20140703T000000",439990,3,2.5,1930,1348,"2",0,0,3,8,1300,630,2005,0,"98199",47.6513,-122.384,1630,6000 +"9834201145","20150222T000000",635000,4,2.5,2880,3091,"2",0,0,3,9,1940,940,2014,0,"98144",47.5711,-122.286,1560,4080 +"3575305452","20140717T000000",635000,4,2.25,2240,5000,"2",0,0,3,8,2240,0,2013,0,"98074",47.6212,-122.058,1760,7500 +"6181500100","20150429T000000",351000,3,2.5,2594,4455,"2",0,0,3,8,2594,0,2012,0,"98001",47.3054,-122.276,2981,4950 +"2767604074","20140822T000000",437500,2,1.5,1210,1232,"3",0,0,3,8,1210,0,2007,0,"98107",47.6712,-122.39,1330,1174 +"2872100345","20140530T000000",919204,4,3.5,3760,5000,"2",0,0,3,9,2860,900,2014,0,"98117",47.6826,-122.394,1340,5000 +"2937300440","20140908T000000",923990,4,2.5,3600,6055,"2",0,0,3,9,3600,0,2014,0,"98052",47.7053,-122.126,3590,6050 +"2597490660","20140624T000000",639888,4,2.5,2050,2772,"2",0,0,3,8,2050,0,2012,0,"98029",47.5421,-122.011,2050,2934 +"3528900768","20150114T000000",675000,3,3.25,1510,2064,"2",0,0,3,8,1220,290,2008,0,"98109",47.6398,-122.345,1670,2594 +"3885802135","20140610T000000",899900,4,2.5,2580,3909,"2",0,0,3,8,2580,0,2013,0,"98033",47.6852,-122.21,1820,5772 +"3336500190","20150130T000000",252000,3,2.5,1670,4020,"2",0,0,3,7,1670,0,2009,0,"98118",47.53,-122.268,1670,4020 +"2425059174","20150317T000000",925000,4,2.5,3190,10034,"2",0,0,3,9,3190,0,2007,0,"98052",47.6379,-122.111,2110,9300 +"1890000170","20141029T000000",552000,3,2.5,1280,1920,"3",0,0,3,8,1280,0,2009,0,"98105",47.6621,-122.324,1450,1900 +"5137800130","20150407T000000",388500,4,2.5,2718,6197,"2",0,0,3,8,2718,0,2006,0,"98092",47.3255,-122.164,2667,5000 +"2767603753","20140829T000000",548000,2,2,1370,1878,"3",0,0,3,8,1370,0,2004,0,"98107",47.6721,-122.387,1280,1878 +"6181410950","20140922T000000",254950,3,2.5,1794,4769,"2",0,0,3,7,1794,0,2005,0,"98001",47.3052,-122.283,3557,4807 +"3226069049","20141208T000000",1.2375e+006,4,4.5,5120,41327,"2",0,0,3,10,3290,1830,2008,0,"98053",47.7009,-122.059,3360,82764 +"6056110430","20140930T000000",629000,3,2.5,2160,1912,"2",0,0,3,9,1970,190,2014,0,"98118",47.5642,-122.292,1810,2653 +"2916200091","20150303T000000",734000,4,2.5,2180,7204,"2",0,0,3,8,2180,0,2014,0,"98133",47.7221,-122.352,1500,7650 +"1773100980","20140618T000000",309000,3,2.25,1490,1294,"2",0,0,3,7,1220,270,2010,0,"98106",47.5569,-122.363,1490,1283 +"1123059126","20140703T000000",554950,3,2.5,2950,10254,"2",0,0,3,9,2950,0,2006,0,"98059",47.4888,-122.14,2800,9323 +"0825079024","20150506T000000",785000,3,2.75,2990,207781,"2",0,0,3,9,2990,0,2000,0,"98014",47.662,-121.944,2590,218671 +"8029770470","20140605T000000",550000,4,2.5,2700,5150,"2",0,0,3,9,2700,0,2007,0,"98059",47.5071,-122.148,3160,7620 +"1563102965","20140811T000000",1.01e+006,4,3.5,3130,5000,"3",0,0,3,10,3130,0,2014,0,"98116",47.5656,-122.403,1950,5152 +"5021900635","20141028T000000",1.575e+006,3,2,3620,14250,"2",0,0,3,8,3220,400,2007,0,"98040",47.5767,-122.225,2370,14250 +"9264450460","20140603T000000",309000,5,2.75,2481,4045,"2",0,0,3,8,2481,0,2014,0,"98001",47.2602,-122.284,2363,4175 +"7694200430","20140625T000000",328423,3,2.5,1730,3600,"2",0,0,3,8,1730,0,2014,0,"98146",47.5019,-122.34,2030,3600 +"7548301041","20140623T000000",345000,3,1.5,1420,1192,"2",0,0,3,8,1140,280,2008,0,"98144",47.5881,-122.304,1340,1213 +"0726059483","20141121T000000",660000,5,3.5,3160,5175,"2",0,0,3,9,3160,0,2014,0,"98011",47.755,-122.216,2100,9351 +"2771102144","20140502T000000",385000,3,3.25,1320,1327,"2",0,0,3,8,1040,280,2008,0,"98199",47.6506,-122.383,1440,1263 +"7011201476","20150318T000000",459000,2,2.25,1010,1107,"2",0,0,3,8,710,300,2006,0,"98119",47.6363,-122.371,1140,1531 +"0053500020","20150114T000000",248000,3,2.5,1870,4046,"2",0,0,3,7,1870,0,2007,0,"98042",47.342,-122.059,2130,4800 +"8920100066","20140820T000000",1.481e+006,4,3.5,5220,15411,"2",0,3,3,11,3550,1670,2006,0,"98075",47.592,-122.085,3110,14124 +"8091670020","20140801T000000",379000,4,2.5,2260,5824,"2",0,0,3,8,2260,0,2011,0,"98038",47.3496,-122.042,2240,5561 +"1176001310","20150304T000000",2.945e+006,5,4.5,4340,5722,"3",0,4,3,10,4340,0,2010,0,"98107",47.6715,-122.406,1770,5250 +"3629960680","20140926T000000",395000,2,2.25,1620,1841,"2",0,0,3,8,1540,80,2004,0,"98029",47.5483,-122.004,1530,1831 +"8562770250","20140507T000000",535000,3,2.5,2280,2289,"2",0,0,3,8,1880,400,2006,0,"98027",47.5375,-122.073,2280,2425 +"1102000514","20141022T000000",970000,5,3.5,3400,9804,"2",0,0,3,9,2550,850,2008,0,"98118",47.543,-122.266,2380,7440 +"1773100275","20150201T000000",205000,2,1.5,830,1020,"2",0,0,3,7,830,0,2006,0,"98106",47.5604,-122.363,830,1379 +"0321030010","20141015T000000",310000,4,2.5,2310,7384,"2",0,0,3,8,2310,0,2010,0,"98042",47.3737,-122.165,2310,7800 +"5393600509","20140702T000000",334500,2,1.5,830,1858,"2",0,0,3,7,830,0,2005,0,"98144",47.5828,-122.314,1480,3030 +"2895730280","20140828T000000",995000,5,3.25,4130,7197,"2",0,0,3,10,4130,0,2012,0,"98074",47.6022,-122.06,3730,7202 +"7967000130","20150401T000000",370228,4,3,2050,4000,"2",0,0,3,8,2050,0,2014,0,"98001",47.3525,-122.275,2050,4000 +"7570060290","20150304T000000",383000,4,2.5,2050,4953,"2",0,0,3,9,2050,0,2014,0,"98038",47.3448,-122.024,2340,6175 +"0291310170","20140804T000000",384500,3,2.5,1600,2610,"2",0,0,3,8,1600,0,2005,0,"98027",47.5344,-122.068,1445,1288 +"0923000425","20140718T000000",865000,5,2.5,3190,8160,"2",0,0,3,9,3190,0,2014,0,"98177",47.7246,-122.363,1650,8160 +"3630200780","20140522T000000",1.051e+006,4,3.75,3860,5474,"2.5",0,0,3,10,3860,0,2007,0,"98029",47.5396,-121.995,3040,5474 +"9578060660","20140513T000000",502000,4,2.5,2040,5616,"2",0,0,3,8,2040,0,2012,0,"98028",47.7737,-122.238,2380,4737 +"0250000010","20140924T000000",1.75e+006,4,3.5,3845,8400,"2",0,0,3,10,3845,0,2013,0,"98004",47.6354,-122.198,1710,8400 +"1438000010","20140912T000000",569995,4,2.5,2650,6875,"2",0,0,3,8,2650,0,2014,0,"98059",47.479,-122.124,2650,5831 +"6626300095","20140519T000000",749950,4,2.5,3430,64441,"2",0,0,3,8,3430,0,2013,0,"98077",47.7694,-122.064,3580,64441 +"8562901100","20141230T000000",550000,3,2.5,2430,5400,"2",0,0,3,8,2430,0,2007,0,"98074",47.6062,-122.057,2640,11990 +"6979970080","20140513T000000",525000,3,3.5,2876,5086,"2",0,0,3,8,2360,516,2007,0,"98072",47.7511,-122.173,2390,4419 +"7853320470","20140611T000000",516000,4,3.5,2550,8698,"2",0,0,3,7,2550,0,2007,0,"98065",47.5216,-121.869,2430,5519 +"1424069056","20140805T000000",1.35e+006,4,3.75,4100,61419,"2",0,0,3,9,4100,0,2014,0,"98029",47.5626,-122.005,2010,32362 +"3448740250","20150428T000000",440000,4,2.5,2730,4526,"2",0,0,3,7,2730,0,2009,0,"98059",47.491,-122.153,2190,4572 +"8129700728","20150414T000000",660000,3,2.5,1780,1729,"2",0,0,3,8,1080,700,2008,0,"98103",47.6594,-122.355,1780,1741 +"3832080440","20141209T000000",261950,3,2.5,1880,5000,"2",0,0,3,7,1880,0,2010,0,"98042",47.3359,-122.054,2260,5000 +"9512200050","20140827T000000",551000,5,3.75,3090,4943,"2",0,0,3,10,3090,0,2010,0,"98058",47.4594,-122.133,3191,5561 +"4027700014","20150225T000000",665000,3,3.5,2460,14155,"2",0,0,3,8,1900,560,2014,0,"98155",47.7743,-122.279,2440,14080 +"7853400250","20140604T000000",610000,4,3.5,2910,5260,"2",0,0,3,9,2910,0,2012,0,"98065",47.5168,-121.883,2910,5260 +"7853400250","20150219T000000",645000,4,3.5,2910,5260,"2",0,0,3,9,2910,0,2012,0,"98065",47.5168,-121.883,2910,5260 +"7853420480","20140618T000000",536751,3,1.75,1930,6360,"1",0,0,3,9,1930,0,2013,0,"98065",47.5181,-121.885,2770,6373 +"8943600020","20150426T000000",260000,3,2.25,1413,3403,"2",0,0,3,8,1413,0,2009,0,"98031",47.4196,-122.193,1763,3719 +"4221900305","20150121T000000",1.312e+006,3,3.25,4030,6300,"2",0,0,3,10,3630,400,2006,0,"98105",47.6664,-122.276,1660,6300 +"1112630130","20150220T000000",429900,4,3.25,2880,5929,"2.5",0,0,3,8,2880,0,2014,0,"98023",47.2752,-122.349,2880,5846 +"0123039376","20140820T000000",535000,4,2.75,2360,15100,"1",0,0,3,8,2360,0,2014,0,"98146",47.5117,-122.365,1440,13346 +"2767603962","20150414T000000",462550,2,1.75,1070,1276,"3",0,0,3,8,1070,0,2006,0,"98107",47.6719,-122.39,1290,2057 +"4083306552","20150310T000000",602000,3,3.25,1460,1367,"3",0,0,3,8,1460,0,2008,0,"98103",47.6485,-122.334,1310,1191 +"0745500010","20141208T000000",730000,4,2.75,3800,9606,"2",0,0,3,9,3800,0,2008,0,"98011",47.7368,-122.208,3400,9677 +"7899800851","20150423T000000",300500,2,1.5,1190,801,"3",0,0,3,8,1190,0,2010,0,"98106",47.5212,-122.358,1190,810 +"7853350170","20140516T000000",675000,5,2.5,3200,6455,"2",0,0,3,9,3200,0,2009,0,"98065",47.5446,-121.862,3290,7924 +"6056100380","20140520T000000",415000,3,2.25,1970,2377,"2",0,0,3,8,1680,290,2008,0,"98108",47.5631,-122.297,1690,1936 +"0626059127","20141117T000000",614000,3,2.5,2830,5831,"2",0,0,3,9,2830,0,2010,0,"98011",47.7744,-122.224,2830,6064 +"1459920190","20141204T000000",385000,4,2.5,2630,5701,"2",0,0,3,7,2630,0,2010,0,"98042",47.375,-122.16,2770,5939 +"3574750020","20140625T000000",594000,4,2.75,2720,4613,"2",0,0,3,9,2720,0,2005,0,"98028",47.7352,-122.223,2830,4836 +"2547200190","20140520T000000",860000,4,2.75,3160,8097,"2",0,0,3,9,3160,0,2014,0,"98033",47.6709,-122.166,2200,8097 +"9206500250","20140909T000000",1.1045e+006,4,4,3770,8899,"2",0,0,3,10,2940,830,2006,0,"98074",47.6476,-122.079,3300,8308 +"7202300480","20141024T000000",775000,4,2.75,3500,6226,"2",0,0,3,9,3500,0,2004,0,"98053",47.6846,-122.045,3480,7222 +"7237450190","20140806T000000",430760,5,2.75,2710,4685,"2",0,0,3,8,2710,0,2014,0,"98038",47.3555,-122.062,2710,4449 +"8682320420","20150427T000000",755000,2,2.5,2170,6361,"1",0,2,3,8,2170,0,2009,0,"98053",47.7109,-122.017,2310,7419 +"6003500743","20140519T000000",640000,2,2.25,1540,958,"3",0,0,3,9,1540,0,2007,0,"98122",47.6179,-122.318,1410,958 +"0328000182","20150501T000000",613500,3,3.25,1876,1531,"3",0,0,3,9,1876,0,2009,0,"98115",47.6864,-122.265,1876,1533 +"0821079102","20141017T000000",780000,4,3.5,3720,213073,"1",0,2,3,10,3720,0,2007,0,"98010",47.3216,-121.94,2190,59241 +"1622049242","20150304T000000",550000,4,2.5,3148,9612,"2",0,3,3,9,3148,0,2014,0,"98198",47.3994,-122.311,3000,11475 +"7203120050","20141008T000000",789500,4,3.25,3240,4852,"2",0,0,3,9,3240,0,2010,0,"98053",47.695,-122.022,3320,5318 +"7853360250","20140710T000000",592000,5,3.5,3340,5000,"2",0,0,3,8,2580,760,2012,0,"98065",47.5168,-121.871,3420,5000 +"1327600190","20150410T000000",454950,4,2.5,2413,5701,"2",0,0,3,8,2413,0,2014,0,"98042",47.3731,-122.159,2380,5725 +"4187000250","20150413T000000",475000,4,2.5,2500,4500,"2",0,0,3,7,2500,0,2010,0,"98059",47.4928,-122.149,2230,4500 +"2902201300","20141229T000000",659000,2,1.75,1180,904,"2",0,0,3,10,780,400,2014,0,"98102",47.6396,-122.329,1380,3610 +"1635500250","20141124T000000",570000,4,2.5,2890,5801,"2",0,0,3,9,2890,0,2005,0,"98028",47.7349,-122.238,2890,6286 +"6031400094","20150226T000000",347500,5,3,2230,6551,"1",0,0,3,7,1330,900,2014,0,"98168",47.487,-122.32,2230,9476 +"6601200250","20150402T000000",205000,4,2.5,1767,4500,"2",0,0,3,8,1767,0,2006,0,"98001",47.2607,-122.25,1949,4636 +"9358001403","20140903T000000",380000,3,3.25,1450,1468,"2",0,0,3,8,1100,350,2009,0,"98126",47.5664,-122.37,1450,1478 +"4216500020","20141003T000000",718000,5,2.75,2930,7663,"2",0,0,3,9,2930,0,2013,0,"98056",47.5308,-122.184,2750,10335 +"1438000440","20140724T000000",515805,5,2.75,2710,4136,"2",0,0,3,8,2710,0,2014,0,"98059",47.4786,-122.123,2590,4136 +"6061500130","20140714T000000",1.02928e+006,4,3.25,3600,18645,"2",0,1,3,10,3000,600,2013,0,"98059",47.5294,-122.154,3970,10957 +"3862710050","20141113T000000",437718,3,2.5,1800,3265,"2",0,0,3,8,1800,0,2014,0,"98065",47.5338,-121.841,1800,3663 +"7604400114","20140814T000000",450000,4,2.5,2290,5515,"2",0,0,3,8,2290,0,2006,0,"98106",47.5518,-122.357,1380,5515 +"9828702649","20141028T000000",515000,3,2.5,1510,1178,"2",0,0,3,8,1060,450,2007,0,"98122",47.6181,-122.301,1510,1210 +"2946003947","20150302T000000",204000,2,2.5,1090,13444,"2",0,0,3,7,1090,0,2007,0,"98198",47.4166,-122.319,1380,6000 +"0993000307","20140523T000000",360000,3,2,1270,1323,"3",0,0,3,8,1270,0,2006,0,"98103",47.6934,-122.342,1330,1323 +"3362400094","20141203T000000",550000,3,2.25,1540,1005,"3",0,0,3,8,1540,0,2008,0,"98103",47.6827,-122.346,1510,1501 +"7853380480","20140529T000000",650880,3,2.5,2930,6050,"2",0,0,3,9,2930,0,2008,0,"98065",47.5151,-121.883,2760,5765 +"3893100462","20150225T000000",1.78995e+006,5,3.75,4360,8504,"2",0,4,3,10,3530,830,2014,0,"98033",47.6936,-122.19,2680,9000 +"2326600130","20150225T000000",895900,4,3.5,3640,4983,"2",0,3,3,9,2790,850,2014,0,"98075",47.5619,-122.027,3270,14700 +"3424069008","20140606T000000",585000,4,2.5,2430,4747,"2",0,0,3,8,2430,0,2008,0,"98027",47.5285,-122.031,1930,7200 +"3277801586","20150508T000000",380000,3,2.25,1520,1464,"2",0,0,3,8,1240,280,2010,0,"98126",47.543,-122.375,1710,1464 +"5045700250","20141118T000000",565997,5,2.75,2730,5820,"2",0,0,3,8,2730,0,2014,0,"98059",47.4856,-122.154,2730,5700 +"3278603000","20150504T000000",459000,3,3,2440,2076,"2",0,0,3,8,1930,510,2006,0,"98126",47.5476,-122.37,2440,2310 +"7548800050","20150421T000000",550000,3,3.75,1580,1303,"2",0,0,3,8,1340,240,2010,0,"98144",47.5875,-122.315,1560,1294 +"1972201964","20140725T000000",500000,3,2.25,1420,983,"3",0,0,3,8,1420,0,2006,0,"98103",47.6533,-122.346,1530,1280 +"3395070980","20150327T000000",461500,5,3.25,2820,3275,"2",0,0,3,8,2230,590,2006,0,"98118",47.5339,-122.284,2610,3275 +"5710000005","20140522T000000",2.15e+006,4,5.5,5060,10320,"2",0,0,3,11,5060,0,2008,0,"98004",47.6245,-122.21,3010,10080 +"9319800050","20150421T000000",790000,4,2.5,2650,5000,"2",0,0,3,8,2650,0,2007,0,"98116",47.5605,-122.396,1110,6250 +"3303700221","20140627T000000",735000,3,2.25,1490,1212,"2",0,0,3,9,1040,450,2011,0,"98112",47.6226,-122.313,1490,1337 +"3304300080","20150330T000000",588000,4,2.5,3060,7710,"2",0,0,3,9,3060,0,2009,0,"98059",47.4828,-122.136,3040,7840 +"0642800130","20150513T000000",724500,3,3.25,3240,4185,"2",0,0,3,8,2770,470,2011,0,"98075",47.5794,-122.03,2660,4692 +"6192410480","20140709T000000",749000,3,2.75,2820,5348,"2",0,0,3,9,2820,0,2008,0,"98052",47.7073,-122.118,3140,5640 +"6127000480","20140918T000000",720000,5,3.5,4140,7642,"2",0,0,3,8,4140,0,2003,0,"98075",47.591,-122.008,3330,6953 +"6145601599","20140611T000000",250000,2,1.5,982,846,"2",0,0,3,8,806,176,2006,0,"98133",47.7034,-122.345,1010,3844 +"3630200460","20150327T000000",790000,3,2.75,2460,3600,"2",0,0,3,9,2460,0,2007,0,"98029",47.5409,-121.994,2570,3600 +"3845101100","20150121T000000",392440,4,2.5,2547,4800,"2",0,0,3,9,2547,0,2014,0,"98092",47.2592,-122.194,2598,4800 +"6792200066","20140725T000000",280000,4,2.25,1834,7460,"2",0,0,3,8,1834,0,2012,0,"98042",47.3568,-122.163,1979,9008 +"5317100294","20141113T000000",1.333e+006,4,4.5,3130,5126,"3",0,0,3,10,2450,680,2014,0,"98112",47.6239,-122.29,2540,7784 +"8150600250","20141217T000000",649000,4,2.5,2730,4847,"2",0,0,3,9,2730,0,2008,0,"98126",47.549,-122.374,1250,4840 +"9376301112","20141031T000000",457000,2,2.5,1380,1329,"2",0,0,3,8,1050,330,2008,0,"98117",47.6903,-122.37,1360,3750 +"0856000635","20150323T000000",2.225e+006,4,4.25,4700,10800,"2",0,1,3,11,3910,790,2002,0,"98033",47.6882,-122.214,2370,7680 +"9320350130","20140823T000000",453000,3,3,2330,4284,"2",0,0,3,9,1920,410,2004,0,"98108",47.5547,-122.308,2330,3709 +"7694200380","20140922T000000",329780,3,2.5,1730,3600,"2",0,0,3,8,1730,0,2014,0,"98146",47.5014,-122.34,2030,3600 +"0635000009","20141112T000000",1.05e+006,2,2.5,2350,2390,"3",0,2,3,10,2000,350,2007,0,"98144",47.5999,-122.286,1950,2390 +"7853440050","20150505T000000",771005,5,4.5,4000,6713,"2",0,0,3,9,4000,0,2015,0,"98024",47.5254,-121.886,3690,6600 +"8563010130","20140725T000000",1.3e+006,3,2.5,3350,7752,"1",0,0,3,9,2180,1170,2009,0,"98008",47.6263,-122.099,2570,7988 +"2767604592","20140619T000000",607500,3,3.25,1530,1612,"3",0,0,3,8,1530,0,2006,0,"98107",47.6706,-122.378,1530,1611 +"1332700020","20150116T000000",278000,2,2.25,1610,1968,"2",0,0,4,7,1610,0,1979,0,"98056",47.5184,-122.196,1950,1968 +"1442870440","20140702T000000",475000,4,2.75,2620,6178,"2",0,0,3,8,2620,0,2013,0,"98045",47.4823,-121.771,2790,6538 +"5347200179","20140814T000000",270000,3,2,1300,1920,"2",0,0,3,8,850,450,2006,0,"98126",47.5183,-122.376,1300,1344 +"8924100372","20150423T000000",1.302e+006,4,3.5,3590,5334,"2",0,2,3,9,3140,450,2006,0,"98115",47.6763,-122.267,2100,6250 +"6666830170","20140811T000000",778983,4,2.5,2490,5647,"2",0,0,3,8,2490,0,2014,0,"98052",47.7043,-122.114,2970,5450 +"3336000052","20141022T000000",221000,3,2.5,1320,1780,"2",0,0,3,7,880,440,2005,0,"98118",47.528,-122.269,3040,6000 +"2895800380","20140821T000000",338800,4,2.25,1800,2752,"2",0,0,3,8,1800,0,2014,0,"98106",47.5165,-122.346,1800,2752 +"1042700250","20140804T000000",834995,5,1.5,3360,5225,"2",0,0,3,9,3360,0,2014,0,"98074",47.6072,-122.053,3230,5368 +"7787920250","20150501T000000",550000,4,2.5,3220,9328,"2",0,0,3,8,3220,0,2006,0,"98019",47.7273,-121.958,3020,9300 +"3026059363","20141031T000000",575000,3,3.5,2514,1559,"2",0,0,3,8,2024,490,2007,0,"98034",47.7044,-122.209,2090,10454 +"3590000050","20140923T000000",649000,4,2.75,3130,9711,"2",0,0,3,9,3130,0,2014,0,"98059",47.4823,-122.124,1570,10500 +"7853361410","20140530T000000",545000,4,2.5,2720,4738,"2",0,0,3,8,2720,0,2012,0,"98065",47.515,-121.869,2590,5740 +"1355300009","20141120T000000",625000,2,2.25,1390,916,"2",0,0,3,8,1165,225,2007,0,"98122",47.6168,-122.314,1415,1488 +"8835800010","20141223T000000",1.042e+006,4,4.5,4920,270236,"2",0,3,3,10,3820,1100,2006,0,"98045",47.4695,-121.775,4920,260924 +"9268851680","20140516T000000",611000,3,2.5,2134,1984,"2.5",0,0,3,8,2134,0,2008,0,"98027",47.5402,-122.027,2170,1984 +"8096800500","20150317T000000",300000,3,2.5,1741,5701,"2",0,0,3,8,1741,0,2012,0,"98030",47.379,-122.184,2002,5700 +"7202261060","20141229T000000",577000,3,2.5,2560,5238,"2",0,0,3,8,2560,0,2001,0,"98053",47.6887,-122.04,2560,5185 +"7237450130","20141020T000000",349990,4,2.5,2220,3561,"2",0,0,3,8,2220,0,2014,0,"98038",47.3561,-122.063,2530,4449 +"3630130010","20140714T000000",650000,3,2.5,1910,4363,"2",0,0,3,9,1910,0,2006,0,"98029",47.5482,-121.996,1890,3732 +"0567000381","20150328T000000",378000,2,1.5,980,853,"2",0,0,3,7,820,160,2009,0,"98144",47.5925,-122.295,1130,1270 +"1760650290","20150205T000000",313200,3,2.5,1950,4197,"2",0,0,3,7,1950,0,2013,0,"98042",47.3613,-122.081,2300,4178 +"1024069215","20140912T000000",1.20669e+006,5,4.25,4150,12015,"2",0,0,3,10,4150,0,2014,0,"98075",47.5816,-122.021,3230,27520 +"1105000373","20150506T000000",252500,2,1.5,1110,986,"2",0,0,3,7,950,160,2009,0,"98118",47.5427,-122.272,1110,3515 +"1773100561","20150305T000000",308000,3,2.5,1250,1150,"2",0,0,3,8,1080,170,2009,0,"98106",47.5582,-122.363,1250,1150 +"9510860840","20140515T000000",803100,4,2.5,3310,5404,"2",0,0,3,9,3310,0,2004,0,"98052",47.6635,-122.083,2600,4730 +"4187000660","20140618T000000",415000,4,2.5,2020,5501,"2",0,0,3,7,2020,0,2010,0,"98059",47.4937,-122.15,2020,5494 +"7203120020","20140814T000000",785000,4,3.5,3310,4850,"2",0,0,3,9,3310,0,2010,0,"98053",47.6954,-122.022,3320,5955 +"8559300020","20140528T000000",499950,4,2.5,2798,4473,"2",0,0,3,9,2798,0,2012,0,"98055",47.4295,-122.205,2358,4593 +"3356402705","20150317T000000",216000,4,2.5,1847,8000,"2",0,0,3,7,1847,0,2008,0,"98001",47.2874,-122.257,1767,8000 +"0662440020","20150226T000000",380000,4,2.5,2420,4981,"2",0,0,3,9,2420,0,2009,0,"98038",47.3785,-122.023,2420,5000 +"0255370020","20141106T000000",345000,4,2.5,2020,3600,"2",0,0,3,7,2020,0,2012,0,"98038",47.3535,-122.017,2210,3800 +"0293810190","20141104T000000",456500,4,2.5,2400,6811,"2",0,0,3,8,2400,0,2007,0,"98059",47.4959,-122.15,2710,5314 +"8091670190","20141104T000000",382495,3,2.5,1760,5390,"1",0,0,3,8,1760,0,2014,0,"98038",47.3482,-122.042,2310,5117 +"1760650280","20150306T000000",324950,4,2.5,2110,4178,"2",0,0,3,7,2110,0,2013,0,"98042",47.3612,-122.081,2300,4142 +"6306800010","20140811T000000",436472,4,2.5,2692,8392,"2",0,0,3,9,2692,0,2014,0,"98030",47.3519,-122.197,2574,14446 +"0982850010","20140530T000000",365250,3,2.25,1490,4522,"2",0,0,3,7,1490,0,2009,0,"98028",47.7611,-122.233,1580,4667 +"6705600020","20150324T000000",919990,5,3.25,3960,6352,"2",0,0,3,10,3960,0,2014,0,"98075",47.5806,-122.055,2930,9875 +"9478550430","20150429T000000",316475,4,2.5,1740,4642,"2",0,0,3,7,1740,0,2012,0,"98042",47.3686,-122.117,1950,4642 +"5498100010","20150324T000000",425000,4,2.5,1940,4517,"1",0,0,3,8,1190,750,2010,0,"98028",47.776,-122.26,1910,10410 +"7625702901","20150311T000000",302860,2,1,970,3279,"2",0,0,3,7,790,180,2007,0,"98136",47.5469,-122.383,1150,1351 +"0301401410","20140722T000000",298000,3,2.5,1852,4000,"2",0,0,3,7,1852,0,2014,0,"98002",47.3455,-122.21,2166,4000 +"0251500080","20140826T000000",3.204e+006,4,4,4810,18851,"2",0,3,3,11,4810,0,2007,0,"98004",47.6364,-122.214,3970,19929 +"0521049227","20141201T000000",950000,4,4,5635,9695,"2",0,3,3,10,4360,1275,2011,0,"98003",47.3389,-122.334,3726,9765 +"0100300500","20141121T000000",333000,3,2.5,1520,3041,"2",0,0,3,7,1520,0,2009,0,"98059",47.4874,-122.152,1820,3229 +"8669160460","20150305T000000",289950,3,2.5,2099,4275,"2",0,0,3,7,2099,0,2010,0,"98002",47.3521,-122.211,2099,4275 +"2810100007","20150506T000000",419950,3,2.25,1250,811,"3",0,0,3,8,1250,0,2014,0,"98136",47.5419,-122.388,1250,1232 +"6749700006","20140715T000000",306000,2,1.5,1090,1183,"3",0,0,3,8,1090,0,2008,0,"98103",47.6974,-122.349,1110,1384 +"1085623730","20141129T000000",498445,4,2.5,3216,5902,"2",0,0,3,9,3216,0,2014,0,"98030",47.3425,-122.179,2815,4916 +"6666830430","20140620T000000",775950,4,2.5,2970,4400,"2",0,0,3,8,2970,0,2014,0,"98052",47.705,-122.114,3010,4892 +"7852110380","20140703T000000",605000,3,2.5,2610,6405,"2",0,0,3,8,2610,0,2001,0,"98065",47.5373,-121.874,2580,6285 +"8080400177","20140909T000000",520000,2,1.75,1340,1368,"2",0,0,3,7,1060,280,2006,0,"98122",47.618,-122.311,2480,1707 +"0293070010","20141028T000000",849990,4,2.75,3300,4987,"2",0,0,3,9,3300,0,2014,0,"98074",47.6175,-122.056,3520,5453 +"9144100007","20140604T000000",767450,3,2,1630,7599,"1",0,0,3,10,1630,0,2006,0,"98117",47.6981,-122.376,2030,7599 +"7234601142","20140808T000000",665000,3,2.25,1590,929,"2",0,0,3,9,1060,530,2014,0,"98122",47.6172,-122.31,1510,1193 +"1972200426","20140918T000000",525000,2,2.75,1310,1268,"3.5",0,0,3,8,1310,0,2007,0,"98103",47.6534,-122.355,1350,1288 +"7768800280","20140722T000000",870515,4,3.5,3600,5697,"2",0,0,3,9,2940,660,2014,0,"98075",47.5755,-122.071,3490,5911 +"9512200420","20140721T000000",390000,4,2.5,2154,4153,"2",0,0,3,9,2154,0,2012,0,"98058",47.4557,-122.13,2154,4091 +"7132300525","20150411T000000",500000,3,1.75,1530,825,"3",0,0,3,8,1530,0,2015,0,"98144",47.5929,-122.308,1580,1915 +"7515000143","20140805T000000",399950,3,2.25,1360,1041,"2",0,0,3,8,1094,266,2006,0,"98117",47.6925,-122.375,1522,1382 +"3395070440","20150209T000000",305000,3,2.5,1320,2480,"2",0,0,3,7,1320,0,2005,0,"98118",47.536,-122.284,1320,3240 +"0629650380","20150123T000000",255000,4,2.5,1660,6724,"2",0,0,3,7,1660,0,2009,0,"98001",47.259,-122.256,1544,6054 +"1115600130","20140930T000000",415000,4,2.5,2891,6499,"2",0,0,3,9,2891,0,2014,0,"98001",47.3359,-122.257,2550,8383 +"8562790950","20150327T000000",716500,3,2.5,2340,2155,"2",0,0,3,10,2120,220,2012,0,"98027",47.53,-122.073,2640,2680 +"3413700130","20140625T000000",425000,3,2.5,2320,2267,"3",0,0,3,8,2320,0,2009,0,"98177",47.7027,-122.359,1240,1883 +"9532000170","20150217T000000",540000,4,2.5,2190,3855,"2",0,0,3,8,2190,0,2010,0,"98011",47.7705,-122.169,2190,3600 +"0255450380","20140804T000000",324747,3,2.5,2060,4742,"2",0,0,3,8,2060,0,2014,0,"98038",47.3706,-122.017,2370,4725 +"7203140420","20150128T000000",385000,3,2.5,1740,4145,"2",0,0,3,7,1740,0,2010,0,"98053",47.6875,-122.015,1740,4045 +"1760650670","20140812T000000",270000,3,2.25,1400,3825,"2",0,0,3,7,1400,0,2012,0,"98042",47.3596,-122.082,2110,3825 +"5556300098","20140612T000000",1.24e+006,5,4,4410,14380,"2",0,0,3,11,4410,0,2006,0,"98052",47.6463,-122.121,2720,11454 +"8129700743","20150416T000000",672000,3,2.5,1780,1647,"2",0,0,3,8,1080,700,2008,0,"98103",47.6597,-122.355,2000,1741 +"3023000050","20150129T000000",310000,3,2.5,1760,10137,"2",0,0,3,8,1760,0,2010,0,"98038",47.355,-122.059,2000,6935 +"0518500480","20140811T000000",3e+006,3,3.5,4410,10756,"2",1,4,3,11,3430,980,2014,0,"98056",47.5283,-122.205,3550,5634 +"1725059127","20150225T000000",2.35e+006,6,4.25,5550,11547,"2",0,2,3,11,4270,1280,2014,0,"98033",47.6547,-122.202,3480,11547 +"9511120050","20140627T000000",427000,3,2.5,2432,9391,"2",0,2,3,9,2432,0,2005,0,"98001",47.3453,-122.267,2912,8932 +"8943600430","20150423T000000",389950,3,2.5,2283,3996,"2",0,0,3,8,2283,0,2008,0,"98031",47.4221,-122.192,1760,3992 +"9429400170","20140625T000000",309620,3,2.5,1860,3730,"2",0,0,3,8,1860,0,2012,0,"98019",47.7442,-121.984,2110,4509 +"3845101150","20140701T000000",399895,4,2.5,2701,4500,"2",0,0,3,9,2701,0,2014,0,"98092",47.2586,-122.194,2570,4800 +"1085623560","20150202T000000",442515,4,2.5,2930,4875,"2",0,0,3,9,2930,0,2014,0,"98030",47.3421,-122.179,2815,4900 +"0263000255","20141202T000000",375000,3,2.25,1540,1561,"3",0,0,3,8,1540,0,2010,0,"98103",47.6991,-122.346,1540,1547 +"7299600130","20140702T000000",309780,3,2.5,2242,4500,"2",0,0,3,8,2242,0,2014,0,"98092",47.2583,-122.198,2009,4500 +"7853320280","20150312T000000",425000,3,2.5,1950,4345,"2",0,0,3,7,1950,0,2007,0,"98065",47.5202,-121.873,2260,4345 +"4253400098","20150501T000000",405000,2,3,1160,1073,"2",0,0,3,7,880,280,2007,0,"98144",47.5788,-122.315,1250,4812 +"3814900380","20140719T000000",356250,3,2.5,2060,5115,"2",0,0,3,9,2060,0,2014,0,"98092",47.3261,-122.163,2648,4500 +"6821101732","20150219T000000",550000,3,2.25,1230,875,"3",0,0,3,8,1230,0,2013,0,"98199",47.6521,-122.4,1760,5664 +"3644100086","20140505T000000",340000,2,1.5,1160,1438,"2",0,0,3,7,1160,0,2001,0,"98144",47.5917,-122.295,1220,1740 +"7237450080","20140823T000000",362865,4,2.5,2245,4301,"2",0,0,3,8,2245,0,2014,0,"98038",47.3555,-122.063,2530,4478 +"6389970010","20150323T000000",1.36e+006,4,3.5,4120,12626,"2",0,1,3,11,3970,150,2014,0,"98034",47.7089,-122.245,4120,11913 +"9578090050","20140505T000000",830000,4,2.5,3400,9692,"2",0,0,3,9,3400,0,2007,0,"98052",47.708,-122.109,3070,7375 +"1489300005","20140801T000000",1.598e+006,5,3.75,4270,7500,"2",0,0,3,10,3210,1060,2014,0,"98033",47.6845,-122.207,2410,8350 +"7768800290","20150304T000000",855000,4,3.5,2890,5911,"2",0,0,3,9,2370,520,2014,0,"98075",47.5754,-122.071,3490,6093 +"1245003220","20140819T000000",1.205e+006,5,3.5,3220,8000,"2",0,0,3,9,2900,320,2008,0,"98033",47.6834,-122.2,2100,9680 +"5608000010","20140811T000000",1.385e+006,4,3.5,4010,15365,"2",0,1,3,11,4010,0,2006,0,"98027",47.5528,-122.093,3550,13429 +"5379805260","20150326T000000",400200,4,3.5,2260,30250,"2",0,0,3,7,2260,0,2013,0,"98188",47.4493,-122.281,1270,16350 +"3278600670","20140523T000000",235000,2,1,1140,1730,"1.5",0,0,3,8,1010,130,2007,0,"98126",47.5494,-122.372,1360,1730 +"2781240050","20150507T000000",349950,3,2,1640,4714,"1",0,0,3,8,1640,0,2009,0,"98038",47.3539,-122.021,1770,4802 +"7502800050","20140709T000000",659950,4,2.75,3510,9400,"2",0,0,3,9,3510,0,2014,0,"98059",47.4827,-122.131,3550,9429 +"9544700500","20140508T000000",785000,3,2.75,3010,1842,"2",0,0,3,9,3010,0,2011,0,"98075",47.5836,-121.994,2950,4200 +"2771603314","20150416T000000",475000,2,2.25,1060,925,"2",0,0,3,8,980,80,2006,0,"98199",47.6386,-122.388,1020,4000 +"4181200680","20140527T000000",263900,3,2.5,1658,2700,"2",0,0,3,8,1658,0,2014,0,"98198",47.3667,-122.307,1658,2700 +"9347300010","20150501T000000",342000,3,2.5,1960,3540,"2",0,0,3,8,1960,0,2012,0,"98038",47.3568,-122.055,1840,3825 +"0255450020","20140918T000000",367899,3,2.5,2420,4725,"2",0,0,3,8,2420,0,2014,0,"98038",47.371,-122.018,2370,4200 +"7230200585","20150204T000000",657044,3,3.5,3420,23786,"1.5",0,0,3,9,3420,0,2014,0,"98059",47.4739,-122.11,1590,23774 +"9828702771","20141113T000000",359950,2,1.5,893,965,"2",0,0,3,8,893,0,2007,0,"98122",47.6187,-122.301,1340,1436 +"9492500170","20140723T000000",879950,4,2.75,3020,7203,"2",0,0,3,9,3020,0,2014,0,"98033",47.6948,-122.178,3010,7215 +"9265880170","20140826T000000",550000,4,2.5,2470,5954,"2",0,0,3,8,2470,0,2013,0,"98028",47.7685,-122.236,2470,4800 +"7299600920","20141209T000000",279000,4,2.5,2009,4800,"2",0,0,3,8,2009,0,2012,0,"98092",47.2586,-122.2,1798,4800 +"8690600050","20140718T000000",255000,3,2.5,1530,1116,"2.5",0,0,3,7,1530,0,2005,0,"98028",47.7385,-122.25,1530,7780 +"1176001119","20150224T000000",609500,3,1.75,1590,1113,"3",0,0,3,8,1590,0,2014,0,"98107",47.6691,-122.402,1520,1357 +"3449850050","20140620T000000",420000,5,3,2630,3149,"2",0,0,3,8,1670,960,2013,0,"98056",47.5065,-122.171,2240,4825 +"9211000170","20141008T000000",570000,4,2.5,3230,7187,"2",0,0,3,9,3230,0,2008,0,"98059",47.4995,-122.15,2950,6537 +"6056111350","20150512T000000",439000,3,2.25,1430,2343,"2",0,0,3,8,1430,0,2012,0,"98108",47.5648,-122.294,1270,1916 +"7299601630","20141108T000000",310000,3,2.5,2242,5744,"2",0,0,3,8,2242,0,2012,0,"98092",47.2597,-122.199,2009,5712 +"7133300380","20150209T000000",635000,4,2.5,2500,4000,"2",0,0,3,8,2500,0,2014,0,"98144",47.5902,-122.311,1480,4300 +"2770601775","20141128T000000",399950,3,2.5,1230,922,"2",0,0,3,8,1080,150,2009,0,"98199",47.6518,-122.384,1230,1237 +"3630200630","20140805T000000",805000,4,2.5,3020,3600,"2.5",0,0,3,9,3020,0,2009,0,"98029",47.5407,-121.993,2570,3600 +"4385700250","20150407T000000",1.8e+006,4,3.5,3480,4000,"2",0,0,3,9,2460,1020,2015,0,"98112",47.6356,-122.281,2620,4000 +"6430500182","20150403T000000",1.205e+006,4,3,3330,7650,"1",0,0,3,9,1830,1500,2008,0,"98103",47.6889,-122.352,1200,3876 +"8029770190","20141015T000000",745000,4,2.5,3400,4840,"2",0,0,3,10,3190,210,2006,0,"98059",47.5066,-122.146,3400,5710 +"5393600507","20140624T000000",329445,2,1.5,830,1119,"2",0,0,3,7,830,0,2005,0,"98144",47.5828,-122.314,1480,3622 +"0207700050","20141015T000000",588000,5,3,3110,4464,"2",0,0,3,8,3110,0,2007,0,"98011",47.7719,-122.168,2450,4221 +"8138870470","20140707T000000",494815,3,2.5,1910,2091,"2",0,0,3,8,1910,0,2014,0,"98029",47.5445,-122.013,1630,1546 +"7853370020","20141014T000000",591975,3,2.75,3230,5250,"2",0,0,3,9,2680,550,2014,0,"98065",47.5196,-121.878,2710,5250 +"3304300380","20150108T000000",600000,5,2.75,3380,8179,"2",0,0,3,9,3380,0,2011,0,"98059",47.4827,-122.135,2840,8179 +"3528960020","20140708T000000",673000,3,2.75,2830,3496,"2",0,0,3,8,2830,0,2012,0,"98029",47.5606,-122.011,2160,3501 +"1853080840","20150211T000000",889950,5,3.5,3700,7055,"2",0,0,3,9,3700,0,2014,0,"98074",47.5929,-122.057,3170,6527 +"7852130460","20150325T000000",500000,4,3,2520,4104,"2",0,0,3,7,2520,0,2002,0,"98065",47.5352,-121.88,2510,5015 +"2768301357","20141001T000000",500000,3,2.25,1530,1396,"2",0,0,3,8,1240,290,2007,0,"98107",47.666,-122.367,1690,2500 +"8562710250","20140505T000000",890000,4,4.25,4420,5750,"2",0,0,3,10,3410,1010,2006,0,"98027",47.5404,-122.073,4420,5750 +"6824100014","20150429T000000",437000,3,3,1460,1180,"3",0,0,3,8,1460,0,2006,0,"98117",47.6998,-122.367,1460,1224 +"7905200061","20140905T000000",419700,3,2.25,1450,1486,"2",0,0,3,8,1160,290,2006,0,"98116",47.5694,-122.387,1370,1437 +"3524039228","20140723T000000",394000,3,2,1160,3441,"1",0,0,4,6,580,580,1930,0,"98136",47.5314,-122.392,1160,4000 +"2781240040","20140806T000000",342000,3,2,1640,4802,"1",0,0,3,8,1640,0,2010,0,"98038",47.3538,-122.021,1940,4802 +"1222029064","20140626T000000",420000,3,1.75,1444,249126,"1.5",0,0,3,7,1444,0,2008,0,"98070",47.4104,-122.486,1760,224770 +"9523100730","20140523T000000",580000,3,2.5,1620,1173,"3",0,4,3,8,1470,150,2008,0,"98103",47.6681,-122.355,1620,1505 +"5649600464","20150327T000000",343000,2,1.5,1100,1228,"2",0,0,3,7,900,200,2007,0,"98118",47.5538,-122.282,1340,1380 +"7548301050","20150402T000000",390000,2,1.5,1340,1402,"2",0,0,3,8,1120,220,2008,0,"98144",47.588,-122.304,1340,1213 +"9542840450","20140811T000000",274000,3,1.5,1450,4694,"2",0,0,3,7,1450,0,2011,0,"98038",47.3654,-122.021,1870,4198 +"0126039467","20150114T000000",700000,4,2.5,3040,7200,"2",0,0,3,9,3040,0,2008,0,"98177",47.7747,-122.366,2360,8245 +"7936000463","20150416T000000",838000,4,2.5,2560,7210,"2",0,0,3,9,2560,0,2006,0,"98136",47.5535,-122.395,2160,10439 +"3021059304","20140917T000000",300000,6,3,2744,9926,"2",0,0,3,7,2744,0,2006,0,"98002",47.2773,-122.216,2470,9926 +"3362401758","20140903T000000",467000,3,2.25,1420,990,"3",0,0,3,8,1420,0,2008,0,"98103",47.6801,-122.348,1350,1415 +"0886000090","20150302T000000",395000,2,1,700,7457,"1",0,0,3,6,700,0,1943,0,"98108",47.5348,-122.295,1500,7130 +"1196003740","20140924T000000",734000,5,4.25,4110,42755,"2",0,2,3,10,2970,1140,2000,0,"98023",47.3375,-122.337,2730,12750 +"5045700090","20150106T000000",480000,5,2.75,2670,4780,"2",0,0,3,8,2670,0,2013,0,"98059",47.4866,-122.155,2560,5380 +"1604601801","20150217T000000",539000,3,2.75,2130,1400,"2",0,0,3,9,1080,1050,2010,0,"98118",47.5661,-122.29,1520,3132 +"5057100090","20150505T000000",459950,5,2.75,3078,6371,"2",0,0,3,9,3078,0,2014,0,"98042",47.3587,-122.163,1979,19030 +"3869900146","20141030T000000",306500,2,1,840,892,"2",0,0,3,7,840,0,2006,0,"98136",47.5396,-122.387,1030,1007 +"3862710180","20150326T000000",408474,3,2.5,1800,2731,"2",0,0,3,8,1800,0,2014,0,"98065",47.5342,-121.841,1800,3265 +"1023059246","20140514T000000",437000,3,2.75,2580,5200,"2",0,0,3,8,2580,0,2008,0,"98059",47.496,-122.151,2700,5602 +"6056100150","20140623T000000",160797,3,1.5,1270,2356,"2",0,0,3,7,1270,0,2012,0,"98108",47.5671,-122.298,1490,2175 +"3342700464","20150107T000000",729000,4,3.5,3065,5440,"3",0,0,3,9,3065,0,2014,0,"98056",47.524,-122.2,2210,8400 +"3026059362","20141031T000000",499000,3,2.5,1861,1587,"2",0,0,3,8,1578,283,2007,0,"98034",47.7043,-122.209,2090,10454 +"1327600150","20141016T000000",359950,4,2.75,2260,5705,"2",0,0,3,8,2260,0,2014,0,"98042",47.3726,-122.159,2260,5727 +"2895730540","20141210T000000",929000,5,3.25,4150,7100,"2",0,0,3,10,4150,0,2013,0,"98074",47.6026,-122.06,3560,7214 +"2768200209","20141006T000000",529950,2,2.5,1500,1174,"2",0,0,3,8,1140,360,2014,0,"98107",47.6689,-122.363,1550,1519 +"9268851380","20150403T000000",461000,3,2.25,1620,998,"2.5",0,0,3,8,1540,80,2012,0,"98027",47.5394,-122.027,1620,1068 +"7625703007","20141014T000000",271115,2,1.5,830,1325,"2",0,0,3,7,830,0,2005,0,"98136",47.5472,-122.384,1310,1485 +"7202280580","20150106T000000",653000,4,2.5,3120,5137,"2",0,0,3,7,3120,0,2003,0,"98053",47.6842,-122.04,2755,5137 +"1972202187","20141024T000000",565000,3,2.5,1870,1058,"3",0,0,3,8,1380,490,2007,0,"98103",47.6512,-122.345,1440,1136 +"2767600985","20141204T000000",529950,3,2.25,1240,1250,"3",0,0,3,8,1240,0,2014,0,"98107",47.6748,-122.377,1470,1250 +"5631501202","20150326T000000",585000,4,2.5,2820,5612,"2",0,0,3,9,2820,0,2007,0,"98028",47.7477,-122.236,1620,14881 +"1972200556","20140703T000000",609000,3,1.75,1630,1526,"3",0,0,3,8,1630,0,2014,0,"98103",47.6536,-122.354,1570,1274 +"0301400930","20140618T000000",267000,3,2.25,1584,2800,"2",0,0,3,7,1584,0,2012,0,"98002",47.3454,-122.214,1584,2800 +"9265880040","20140509T000000",557000,4,2.5,2840,4500,"2",0,0,3,8,2840,0,2012,0,"98028",47.7678,-122.237,2840,4939 +"7853280610","20141117T000000",709950,4,3.25,3910,6293,"2",0,0,3,9,3130,780,2006,0,"98065",47.5389,-121.86,4410,6015 +"1972200847","20140718T000000",625000,3,2.5,1730,1301,"3",0,0,3,9,1730,0,2011,0,"98103",47.653,-122.352,1330,1240 +"8562790940","20141223T000000",599000,3,2.75,1840,2060,"2",0,0,3,10,1700,140,2013,0,"98027",47.53,-122.073,2590,2680 +"1623089165","20150506T000000",920000,4,3.75,4030,503989,"2",0,0,3,10,4030,0,2008,0,"98045",47.4807,-121.795,2110,71874 +"6788200596","20141016T000000",1.285e+006,4,3.5,3440,3800,"3",0,0,3,9,3440,0,2014,0,"98112",47.6408,-122.307,1760,3800 +"1760650610","20150330T000000",324500,4,2.5,2110,3825,"2",0,0,3,7,2110,0,2012,0,"98042",47.3602,-122.082,2110,3825 +"7853360850","20150116T000000",471500,3,2.5,2430,5866,"2",0,0,3,7,2430,0,2009,0,"98065",47.5158,-121.871,2380,5866 +"2526069092","20140808T000000",1.015e+006,4,3.75,4690,207141,"2",0,0,3,10,4030,660,2007,0,"98019",47.7072,-121.983,2890,200527 +"2424059061","20141111T000000",998000,4,3.5,3500,43560,"2",0,0,3,9,2850,650,2014,0,"98006",47.5481,-122.103,3640,40545 +"7661600206","20150129T000000",262000,4,2.5,2070,8685,"2",0,0,3,7,2070,0,2006,0,"98188",47.4697,-122.267,2170,9715 +"8149600065","20150401T000000",844000,4,3.5,3350,6350,"2",0,2,3,8,2610,740,2009,0,"98116",47.5602,-122.39,1820,6350 +"6666830120","20140624T000000",745641,4,2.5,2440,4850,"2",0,0,3,8,2440,0,2013,0,"98052",47.7043,-122.114,2970,5450 +"3034200087","20141212T000000",659950,5,3,3010,7357,"2",0,0,3,9,3010,0,2008,0,"98133",47.7226,-122.33,2370,8050 +"0255450410","20140804T000000",339989,3,2.5,2060,4200,"2",0,0,3,8,2060,0,2014,0,"98038",47.3706,-122.018,2370,4200 +"3438501327","20150504T000000",352500,2,2.5,1570,2399,"2",0,0,3,7,1180,390,2009,0,"98106",47.5488,-122.364,1590,2306 +"9828702389","20140513T000000",525000,3,2.5,1580,1161,"2",0,0,3,8,1010,570,2008,0,"98112",47.6206,-122.299,1680,1177 +"8691440330","20140929T000000",1.13899e+006,5,3.5,4280,6530,"2",0,3,3,10,4280,0,2014,0,"98075",47.5941,-121.973,3960,6863 +"1085623740","20140812T000000",491000,5,3.5,2815,4900,"2",0,0,3,9,2815,0,2011,0,"98030",47.3424,-122.179,2798,4900 +"1424069110","20140718T000000",675000,4,2.5,2620,6114,"2",0,0,3,9,2620,0,2011,0,"98029",47.5603,-122.013,2620,5808 +"0993001914","20150106T000000",344000,3,2.25,1250,1033,"3",0,0,3,8,1250,0,2007,0,"98103",47.6907,-122.343,1250,1150 +"9211010220","20141104T000000",530000,4,2.5,3250,4500,"2",0,0,3,8,3250,0,2008,0,"98059",47.4944,-122.15,3030,4598 +"2143701015","20141210T000000",290500,4,3.25,2510,7686,"2",0,0,3,9,2510,0,2003,0,"98055",47.4785,-122.228,2510,6732 +"6056111430","20150113T000000",335000,2,1.75,1270,1685,"2",0,0,3,8,1270,0,2012,0,"98108",47.5646,-122.295,1270,1843 +"1925059254","20150507T000000",2.998e+006,5,4,6670,16481,"2",0,0,3,12,4960,1710,2007,0,"98004",47.6409,-122.221,4800,16607 +"3278606200","20140919T000000",379000,3,2.5,1580,3075,"2",0,0,3,8,1580,0,2013,0,"98126",47.545,-122.368,1710,2934 +"3126049501","20140717T000000",385000,3,1.5,1360,2030,"3",0,0,3,8,1360,0,2008,0,"98103",47.6961,-122.349,1360,1167 +"4305600360","20150225T000000",500012,4,2.5,2400,9612,"1",0,0,3,8,1230,1170,1962,2009,"98059",47.4799,-122.127,2430,5539 +"6632300212","20140505T000000",366750,3,3,1571,2017,"3",0,0,3,8,1571,0,2008,0,"98125",47.7338,-122.309,1520,1497 +"1189000492","20140606T000000",405000,2,2,1405,1073,"2",0,0,3,8,1140,265,2007,0,"98122",47.612,-122.295,1405,3000 +"3319500628","20150212T000000",356999,3,1.5,1010,1546,"2",0,0,3,8,1010,0,1971,2014,"98144",47.5998,-122.311,1010,1517 +"2436700625","20150417T000000",590000,2,2.5,1450,1281,"2",0,0,3,8,1220,230,2006,0,"98105",47.665,-122.285,1440,1281 +"3679400474","20141104T000000",294000,3,1.75,1420,1361,"2",0,0,3,7,960,460,2014,0,"98108",47.5684,-122.314,1340,1343 +"7203190110","20150426T000000",731500,4,2.5,2650,4644,"2",0,0,3,8,2650,0,2013,0,"98053",47.6945,-122.018,2640,5099 +"1853080850","20140606T000000",837219,5,2.75,3030,7679,"2",0,0,3,9,3030,0,2014,0,"98074",47.593,-122.057,3080,6341 +"1125079111","20150415T000000",1.6e+006,4,5.5,6530,871200,"2",0,2,3,11,6530,0,2008,0,"98014",47.664,-121.878,1280,858132 +"0518500610","20140616T000000",798800,3,2.75,2670,3738,"1",0,0,3,10,1720,950,2013,0,"98056",47.5299,-122.203,2610,3734 +"0293670040","20141008T000000",482500,2,2.5,1170,809,"2",0,0,3,9,1170,0,2007,0,"98103",47.6875,-122.339,1170,1121 +"3303970100","20150306T000000",820000,4,2.5,3260,26772,"2",0,0,3,9,3260,0,2007,0,"98027",47.5115,-122.031,3260,14491 +"3834000594","20140711T000000",319000,3,1.5,1480,1722,"3",0,0,3,7,1480,0,2007,0,"98125",47.728,-122.292,1480,5764 +"3342100569","20140813T000000",950000,3,2.5,2700,6947,"2",0,3,3,9,2700,0,2013,0,"98056",47.5172,-122.208,2500,6947 +"7237501380","20150507T000000",1.2675e+006,4,3.5,4640,13404,"2",0,0,3,10,4640,0,2007,0,"98059",47.531,-122.134,4690,13590 +"2325300093","20140707T000000",378000,3,2.5,1601,2491,"3",0,0,3,7,1536,65,2007,0,"98125",47.719,-122.317,1420,1156 +"9808100150","20150402T000000",3.345e+006,5,3.75,5350,15360,"1",0,1,3,11,3040,2310,2008,0,"98004",47.648,-122.218,3740,15940 +"3332500085","20141027T000000",489950,3,2.5,2540,5237,"2",0,0,3,8,2540,0,2011,0,"98118",47.5492,-122.276,1800,4097 +"3869900150","20150427T000000",345000,2,1.75,1030,1106,"2",0,0,3,7,765,265,2006,0,"98136",47.5397,-122.387,1030,1066 +"2011400401","20150226T000000",510000,3,2.5,2730,7136,"2",0,0,3,8,2730,0,2012,0,"98198",47.3938,-122.321,2130,8932 +"9578501030","20140729T000000",432500,4,2.5,3172,5033,"2",0,0,3,8,3172,0,2014,0,"98023",47.2961,-122.348,2704,5232 +"8029770410","20150420T000000",650000,4,2.5,3160,8530,"2",0,0,3,9,3160,0,2006,0,"98059",47.5075,-122.148,3160,6460 +"6639900242","20141003T000000",750000,4,2.5,2850,12429,"2",0,0,3,9,2850,0,2008,0,"98033",47.6915,-122.177,2540,12000 +"2919700735","20150427T000000",870000,4,3.5,2780,3100,"2",0,0,3,8,2120,660,2014,0,"98117",47.6886,-122.364,1740,3600 +"8691440410","20141215T000000",900000,4,3.5,3860,6543,"2",0,0,3,10,3860,0,2014,0,"98075",47.5934,-121.974,3760,6888 +"2902201301","20141216T000000",664950,2,1.75,1180,900,"2",0,0,3,10,780,400,2014,0,"98102",47.6395,-122.329,1380,3610 +"0291310150","20140602T000000",391000,3,2.25,1410,1290,"2",0,0,3,7,1290,120,2004,0,"98027",47.5345,-122.069,1490,1380 +"0323079101","20150123T000000",1.8e+006,4,3.5,6370,205603,"2",0,0,3,12,6370,0,2008,0,"98027",47.5016,-121.905,1490,33580 +"5057100110","20150514T000000",479349,5,3,3223,6371,"2",0,0,3,9,3223,0,2014,0,"98042",47.3584,-122.163,1979,9008 +"9268850940","20141223T000000",661000,4,3.25,2600,2074,"2",0,0,3,8,2150,450,2011,0,"98027",47.5402,-122.028,2510,2074 +"0993000315","20141002T000000",379000,3,3.25,1380,1234,"3",0,0,3,8,1380,0,2006,0,"98103",47.6935,-122.342,1370,1282 +"9268851800","20140505T000000",415000,3,2.25,1620,998,"2.5",0,0,3,8,1540,80,2010,0,"98027",47.5401,-122.027,1620,1299 +"4310702837","20141201T000000",375000,3,3.25,1370,1227,"3",0,0,3,8,1370,0,2007,0,"98103",47.6964,-122.341,1370,1236 +"4310703083","20140523T000000",355000,3,2,1220,1186,"3",0,0,3,8,1220,0,2007,0,"98103",47.6972,-122.341,1280,1251 +"1890000166","20140905T000000",540000,3,2.5,1280,1889,"3",0,0,3,8,1280,0,2009,0,"98105",47.6619,-122.324,1450,1889 +"7904700146","20140724T000000",290000,2,1.5,770,850,"2",0,0,3,7,770,0,2006,0,"98116",47.5644,-122.388,1350,915 +"1931300308","20140520T000000",500000,3,2.5,1210,1200,"3",0,0,3,8,1210,0,2008,0,"98103",47.6543,-122.345,1210,1200 +"8091670730","20140902T000000",416000,4,2.5,2890,6322,"2",0,0,3,8,2890,0,2011,0,"98038",47.3494,-122.044,2380,5738 +"3278612370","20140811T000000",349900,3,2.5,1580,2765,"2",0,0,3,8,1580,0,2011,0,"98126",47.5444,-122.369,1580,1820 +"0007600065","20140605T000000",465000,3,2.25,1530,1245,"2",0,0,3,9,1050,480,2014,0,"98122",47.6018,-122.297,1530,2307 +"3630200900","20140630T000000",950000,4,2.5,3670,7680,"2.5",0,0,3,10,3670,0,2007,0,"98029",47.5401,-121.993,3130,6112 +"3278611450","20150326T000000",496800,4,2.25,1850,2340,"2.5",0,0,3,8,1850,0,2014,0,"98126",47.543,-122.372,1850,2340 +"2026049184","20150320T000000",680000,4,2.5,2440,6581,"2",0,0,3,8,2440,0,2014,0,"98133",47.7321,-122.334,1480,7432 +"9103000455","20150424T000000",920000,4,3.25,2190,4265,"2",0,0,3,9,1540,650,2015,0,"98122",47.6178,-122.29,1730,4265 +"8691440220","20150202T000000",1.28999e+006,5,4,4360,8030,"2",0,0,3,10,4360,0,2015,0,"98075",47.5923,-121.973,3570,6185 +"7202300540","20140701T000000",825000,4,2.75,3990,6637,"2",0,0,3,9,3990,0,2003,0,"98053",47.6835,-122.045,3500,7074 +"1453601038","20141002T000000",292000,3,2.5,1270,1283,"3",0,0,3,7,1270,0,2007,0,"98125",47.7209,-122.291,1270,1512 +"9211010330","20150409T000000",576000,4,2.5,3340,6924,"2",0,0,3,8,3340,0,2009,0,"98059",47.495,-122.149,3030,6119 +"1972201773","20150313T000000",670000,2,2,1500,761,"3",0,3,3,8,1500,0,2008,0,"98103",47.6522,-122.346,1360,1527 +"7974200948","20140520T000000",953007,4,3.5,3120,5086,"2",0,0,3,9,2480,640,2008,0,"98115",47.6762,-122.288,1880,5092 +"2700200040","20150223T000000",399000,4,2.5,2480,4334,"2",0,0,3,8,2480,0,2012,0,"98038",47.3826,-122.036,2480,5632 +"7625702264","20150427T000000",399000,2,2,1110,1155,"3",0,0,3,7,980,130,2008,0,"98136",47.5496,-122.388,1110,1089 +"2428100100","20141117T000000",847093,4,2.75,2760,5670,"2",0,0,3,10,2760,0,2014,0,"98075",47.5819,-122.047,2760,6600 +"1176001123","20150206T000000",599950,3,2.5,1510,1493,"3",0,0,3,8,1510,0,2014,0,"98107",47.669,-122.402,1530,1357 +"3052700472","20140813T000000",499000,3,2.5,1460,1614,"2",0,0,3,8,1180,280,2007,0,"98117",47.6781,-122.374,1380,1402 +"1623089086","20141015T000000",760000,4,2.75,3980,285318,"2",0,2,3,9,3980,0,2006,0,"98045",47.4803,-121.795,2100,105415 +"2311400145","20141029T000000",1.69999e+006,4,3.75,3320,8234,"2",0,0,3,10,3320,0,2014,0,"98004",47.5963,-122.2,1560,8240 +"8895800090","20140512T000000",1.03389e+006,4,3.25,3270,5187,"2",0,0,3,9,3110,160,2014,0,"98052",47.6966,-122.133,3600,5825 +"0847100021","20140520T000000",515000,4,2.5,2670,8765,"2",0,0,3,9,2670,0,2006,0,"98059",47.4876,-122.146,2880,8765 +"0291310120","20141209T000000",355000,3,2.25,1410,1332,"2",0,0,3,7,1290,120,2004,0,"98027",47.5345,-122.069,1445,1290 +"0301401390","20140805T000000",319900,4,2.75,2475,4000,"2",0,0,3,7,2475,0,2014,0,"98002",47.3452,-122.21,2166,4000 +"7519001068","20140527T000000",460000,3,3.5,1600,1431,"2",0,0,3,8,1240,360,2006,0,"98117",47.6865,-122.363,1500,4120 +"7203101590","20150108T000000",305000,2,1,1290,3383,"2",0,0,3,7,1290,0,2008,0,"98053",47.6968,-122.025,1290,2828 +"7299600530","20150317T000000",280000,3,2.5,1608,4818,"2",0,0,3,8,1608,0,2012,0,"98092",47.2583,-122.203,2009,5200 +"7625703357","20150227T000000",394950,2,2.25,1300,2104,"2",0,0,3,8,1010,290,2011,0,"98136",47.5477,-122.388,1430,1850 +"7889601270","20140821T000000",382000,4,3.5,2530,3000,"2",0,0,3,8,1850,680,2014,0,"98146",47.4919,-122.336,1470,6000 +"4083306553","20150422T000000",560000,3,2.5,1390,1411,"3",0,0,3,8,1390,0,2008,0,"98103",47.6485,-122.334,1350,1266 +"9828701508","20140520T000000",772000,3,2.25,1640,1204,"3",0,0,3,8,1640,0,2014,0,"98112",47.6196,-122.297,1630,3136 +"8946390150","20140722T000000",324950,4,2.5,2229,5723,"2",0,0,3,7,2229,0,2012,0,"98032",47.3693,-122.286,2738,5742 +"8648900040","20140709T000000",530000,3,2.5,1790,3078,"2",0,0,3,8,1790,0,2010,0,"98027",47.5638,-122.094,1890,3078 +"4092300211","20141024T000000",384000,3,2.25,990,736,"2.5",0,0,3,8,880,110,2009,0,"98105",47.6605,-122.319,1030,1201 +"3343902510","20140611T000000",719950,5,2.75,3240,6863,"2",0,0,3,10,3240,0,2013,0,"98056",47.5033,-122.193,2360,6002 +"2919700107","20140811T000000",319950,2,2.5,1280,819,"2",0,0,3,8,1060,220,2006,0,"98103",47.6905,-122.364,1290,2900 +"2781280230","20150128T000000",292000,3,2.5,1610,3848,"2",0,0,3,8,1610,0,2006,0,"98055",47.4497,-122.188,1610,3049 +"3232200085","20150428T000000",1.5e+006,6,3.5,3670,3959,"2",0,0,3,10,2410,1260,2008,0,"98119",47.6356,-122.373,2060,3625 +"1972200259","20140507T000000",425000,2,2.5,1150,1027,"3",0,0,3,8,1150,0,2008,0,"98103",47.6534,-122.356,1360,1210 +"1926059236","20141010T000000",799950,5,3.75,3760,4702,"2",0,0,3,9,2780,980,2014,0,"98034",47.7202,-122.223,2950,5981 +"2768200210","20140825T000000",499000,2,2.5,1320,1157,"2",0,0,3,8,990,330,2014,0,"98107",47.6689,-122.363,1550,1519 +"3304300210","20150327T000000",572000,4,2.75,2700,7992,"2",0,0,3,9,2700,0,2012,0,"98059",47.4831,-122.135,2840,7992 +"9826700930","20140722T000000",459000,2,2,1480,804,"3",0,0,3,8,1480,0,2008,0,"98122",47.602,-122.308,1380,1751 +"9385200042","20150318T000000",529500,3,2.25,1410,905,"3",0,0,3,9,1410,0,2014,0,"98116",47.5818,-122.402,1510,1352 +"3876590090","20140909T000000",374500,4,2.5,3135,5811,"2",0,0,3,9,3135,0,2005,0,"98092",47.3263,-122.18,3008,5799 +"2902200142","20140605T000000",584000,3,2.5,1480,1485,"2",0,0,3,8,1280,200,2007,0,"98102",47.6376,-122.326,1470,1277 +"8085400401","20150115T000000",1.898e+006,4,4.5,4020,9656,"2",0,0,3,10,4020,0,2007,0,"98004",47.6358,-122.207,1960,9520 +"2902200237","20140707T000000",505000,2,2.25,1060,1209,"2",0,0,3,8,940,120,2006,0,"98102",47.6369,-122.327,1300,1169 +"7658600082","20141114T000000",565000,2,2.5,1950,2457,"3",0,0,3,8,1950,0,2009,0,"98144",47.5925,-122.302,1650,1639 +"6891100330","20150325T000000",799000,4,2.75,3340,5677,"2",0,0,3,9,3340,0,2011,0,"98052",47.709,-122.118,3240,5643 +"6821102367","20150429T000000",547000,3,2.5,1570,1452,"2.5",0,0,3,9,1240,330,2007,0,"98199",47.648,-122.396,1670,1596 +"1900600015","20150227T000000",550000,3,2.5,1930,6604,"2",0,0,3,7,1930,0,2014,0,"98166",47.4692,-122.351,910,6604 +"1545808120","20140918T000000",250000,3,2,1590,8100,"1",0,0,3,7,1060,530,1996,0,"98038",47.3611,-122.047,1590,8100 +"2126059294","20150105T000000",960000,4,4.5,3720,7746,"2",0,0,3,10,3720,0,2014,0,"98034",47.7323,-122.165,3080,11067 +"1370800515","20141030T000000",2.95e+006,4,4.25,4470,5884,"2",0,1,3,11,3230,1240,2010,0,"98199",47.6387,-122.405,2570,6000 +"3319500334","20150327T000000",441000,2,1,1290,1289,"2",0,0,3,7,1030,260,2005,0,"98144",47.6006,-122.305,1290,1332 +"0301400940","20150407T000000",265000,3,2.25,1489,2800,"2",0,0,3,7,1489,0,2012,0,"98002",47.3454,-122.214,1584,2800 +"2722069077","20150409T000000",430000,3,2.5,2075,39553,"1",0,0,3,7,2075,0,2012,0,"98038",47.3601,-122.032,1960,9047 +"8943600720","20140617T000000",286800,3,2.5,1413,3600,"2",0,0,3,8,1413,0,2011,0,"98031",47.4222,-122.193,2150,3869 +"7660100236","20150416T000000",375000,3,2.5,1300,1362,"2",0,0,3,8,880,420,2008,0,"98144",47.5893,-122.317,1300,1251 +"1773100921","20141215T000000",312500,3,3.25,1480,983,"2",0,0,3,8,1180,300,2013,0,"98106",47.5555,-122.363,1330,1062 +"8679200100","20150107T000000",850000,4,2.75,3320,5559,"2",0,0,3,9,3320,0,2012,0,"98075",47.5607,-122.031,3400,6854 +"3654200039","20150325T000000",390500,3,2.25,1530,1279,"2",0,0,3,7,1116,414,2007,0,"98177",47.7035,-122.357,1320,1427 +"2771602428","20141029T000000",455000,3,2.5,1180,932,"3",0,0,3,8,1180,0,2010,0,"98119",47.638,-122.375,1180,2632 +"1225039067","20150406T000000",455000,2,2,1190,1303,"2",0,0,3,8,800,390,2009,0,"98107",47.6675,-122.368,1670,2425 +"0625049359","20141203T000000",515000,3,2.25,1300,1180,"3",0,0,3,8,1300,0,2008,0,"98103",47.6871,-122.339,1300,1174 +"3278606050","20150401T000000",362500,3,3.5,1710,2212,"2",0,0,3,7,1400,310,2013,0,"98126",47.5459,-122.368,1580,2212 +"5112800291","20140924T000000",460000,3,2.5,2390,47480,"2",0,0,3,9,2390,0,2007,0,"98058",47.4517,-122.084,1720,44866 +"7853360300","20140904T000000",540000,4,3.5,3510,6005,"2",0,0,3,8,2750,760,2010,0,"98065",47.5168,-121.87,3090,5866 +"6056111063","20140731T000000",230000,3,1.75,1140,1165,"2",0,0,3,8,1140,0,2014,0,"98108",47.5638,-122.295,1150,1552 +"2767704649","20140929T000000",425000,2,2.5,1320,1329,"2",0,0,3,8,1180,140,2007,0,"98107",47.6728,-122.374,1490,5000 +"7683800205","20140519T000000",298450,5,3,2100,9752,"1",0,0,3,8,1200,900,2007,0,"98003",47.3341,-122.304,1270,10200 +"9406530150","20141222T000000",344000,4,2.5,2400,4848,"2",0,0,3,8,2400,0,2004,0,"98038",47.3626,-122.04,1980,5199 +"2979800409","20140505T000000",416286,3,2.5,1408,989,"3",0,0,3,8,1408,0,2005,0,"98115",47.6856,-122.315,1408,1342 +"1085622540","20150223T000000",379500,4,2.5,2560,5102,"2",0,0,3,8,2560,0,2013,0,"98092",47.3404,-122.181,2586,5059 +"4310701421","20140617T000000",350000,2,2.5,1260,1347,"3",0,0,3,8,1260,0,2005,0,"98103",47.6994,-122.341,1260,1356 +"2895800770","20150408T000000",258800,2,1.75,1290,1624,"2",0,0,3,8,1290,0,2014,0,"98106",47.5171,-122.347,1410,1963 +"3034200067","20141218T000000",620000,4,2.5,2730,9260,"2",0,0,3,8,2730,0,2008,0,"98133",47.7222,-122.331,2730,7357 +"3438501320","20140502T000000",295000,2,2.5,1630,1368,"2",0,0,3,7,1280,350,2009,0,"98106",47.5489,-122.363,1590,2306 +"8691450120","20150227T000000",908990,4,2.75,3530,6844,"2",0,0,3,10,3530,0,2014,0,"98075",47.5975,-121.985,3530,10038 +"6306810110","20141117T000000",485230,4,2.5,2714,12558,"2",0,0,3,9,2714,0,2014,0,"98031",47.3522,-122.201,2873,8269 +"3629990110","20140611T000000",475000,3,2.25,1630,2520,"2",0,0,3,7,1630,0,2005,0,"98029",47.5493,-121.998,1630,3131 +"0715010110","20140804T000000",1.24042e+006,5,3.25,5790,13726,"2",0,3,3,10,4430,1360,2014,0,"98006",47.5388,-122.114,5790,13726 +"3629700090","20140819T000000",635000,3,3,2230,1407,"2.5",0,0,3,8,1850,380,2013,0,"98027",47.5446,-122.017,2290,1407 +"3277801411","20141105T000000",350000,3,2.5,1380,1590,"2",0,0,3,9,1160,220,2012,0,"98126",47.5444,-122.375,1380,1590 +"8822901175","20141229T000000",345000,3,3.5,1320,1161,"3",0,0,3,8,1320,0,2010,0,"98125",47.7162,-122.294,1320,1161 +"6926700654","20140921T000000",700000,2,2,1490,713,"3",0,0,3,9,1490,0,2014,0,"98109",47.6356,-122.346,1490,1110 +"2768301482","20140821T000000",490000,3,2.25,1280,1520,"2",0,0,3,8,1080,200,2008,0,"98107",47.6651,-122.368,1280,1681 +"8895800110","20140805T000000",1.29989e+006,5,4,3870,5929,"2",0,0,3,10,3870,0,2014,0,"98052",47.6965,-122.134,3600,5625 +"3879900750","20140910T000000",579000,2,2.5,1280,1051,"2",0,0,3,8,1080,200,2009,0,"98119",47.6273,-122.359,1580,1279 +"7234600820","20150327T000000",552500,3,1.5,1300,1435,"2",0,0,3,8,1120,180,2007,0,"98122",47.6114,-122.31,1320,1652 +"1946000100","20150204T000000",467000,4,2.75,2170,5024,"2",0,0,3,8,2170,0,2012,0,"98059",47.495,-122.145,2460,5024 +"8943600870","20141113T000000",305000,4,2.25,1763,3717,"2",0,0,3,8,1763,0,2012,0,"98031",47.4213,-122.194,1763,3666 +"6145600557","20140509T000000",212000,2,1.5,1020,1525,"2",0,0,3,7,1020,0,2004,0,"98133",47.704,-122.347,1020,3844 +"7203140180","20140821T000000",429000,4,2.5,1840,4593,"2",0,0,3,7,1840,0,2010,0,"98053",47.6866,-122.013,1740,3600 +"3277801592","20140925T000000",479950,3,2,1820,1358,"3",0,0,3,9,1820,0,2014,0,"98126",47.5433,-122.376,1710,1367 +"0461003835","20141218T000000",825000,3,3.5,2670,3000,"2",0,0,3,9,1870,800,2014,0,"98117",47.6813,-122.372,1750,5000 +"0424069279","20150328T000000",1.18e+006,6,6.5,6260,10955,"2",0,0,3,11,4840,1420,2007,0,"98075",47.5947,-122.039,2710,12550 +"1760651000","20140613T000000",250000,3,2.25,1400,3814,"2",0,0,3,7,1400,0,2012,0,"98042",47.3584,-122.083,1610,3814 +"3057000070","20141027T000000",289000,2,1.5,1160,2158,"2",0,0,3,7,1160,0,1982,0,"98034",47.7178,-122.19,1150,2158 +"2895810200","20141002T000000",265000,3,2.5,1400,3368,"2",0,0,3,7,1400,0,2013,0,"98146",47.5134,-122.342,1400,4316 +"2325300060","20140515T000000",344000,3,2.5,1232,1130,"3",0,0,3,7,1232,0,2007,0,"98125",47.7185,-122.317,1232,1202 +"9151600055","20140709T000000",749000,4,2.75,2700,6000,"2",0,0,4,8,2100,600,1910,0,"98116",47.586,-122.383,2050,5400 +"7853321260","20140908T000000",492000,4,2.5,2550,6382,"2",0,0,3,7,2550,0,2007,0,"98065",47.5202,-121.87,2430,5900 +"4219610320","20150119T000000",552500,4,2.5,3260,6902,"2",0,0,3,8,3260,0,2008,0,"98059",47.4829,-122.156,3130,6588 +"2902200016","20141112T000000",653500,2,2.5,1680,1240,"2",0,0,3,8,1120,560,2014,0,"98102",47.6372,-122.324,2060,3630 +"7518507055","20150402T000000",855000,4,3.25,2630,2550,"2",0,0,3,10,2030,600,2006,0,"98117",47.6775,-122.385,1810,2600 +"7502700060","20141119T000000",333000,3,1.5,1260,5758,"2",0,0,3,7,1260,0,1999,0,"98006",47.5524,-122.139,3090,10142 +"3448740160","20140611T000000",415000,4,2.5,2550,4500,"2",0,0,3,7,2550,0,2009,0,"98059",47.4916,-122.153,2340,4526 +"0179001455","20141107T000000",445000,4,3.25,3450,5000,"2",0,0,3,8,3450,0,2008,0,"98178",47.4925,-122.273,1420,5000 +"8669160270","20140710T000000",273500,3,2.5,1550,3402,"2",0,0,3,7,1550,0,2009,0,"98002",47.3523,-122.212,2095,3402 +"4215270070","20140606T000000",969990,4,2.5,4150,8436,"2",0,0,3,10,4150,0,2014,0,"98075",47.5802,-122.039,4070,8438 +"0170000060","20141008T000000",1.2e+006,5,3.5,3900,4400,"2",0,0,3,9,2650,1250,2014,0,"98107",47.6607,-122.362,1190,4400 +"7410200431","20140806T000000",430000,3,3.25,1550,1444,"3",0,0,3,8,1550,0,2006,0,"98115",47.6767,-122.291,1550,1444 +"6600060140","20150323T000000",392000,4,2.5,2130,4000,"2",0,0,3,8,2130,0,2014,0,"98146",47.5108,-122.362,1830,7217 +"2324059314","20140702T000000",795000,4,2.5,2890,7798,"2",0,0,3,9,2890,0,2005,0,"98006",47.5456,-122.129,3300,30950 +"9376301111","20140630T000000",457000,3,2.5,1220,1330,"2",0,0,3,8,1010,210,2008,0,"98117",47.6904,-122.37,1360,3750 +"8956200560","20150320T000000",453000,4,2.5,2502,8306,"2",0,0,3,9,2502,0,2013,0,"98001",47.2953,-122.265,2597,6983 +"6749700002","20140509T000000",376000,3,2,1340,1384,"3",0,0,3,8,1340,0,2008,0,"98103",47.6973,-122.35,1110,1384 +"1438000390","20140804T000000",469995,4,2.5,2350,3800,"2",0,0,3,8,2350,0,2014,0,"98059",47.4783,-122.123,2670,4180 +"8682301600","20150504T000000",540000,3,2.5,1810,3930,"2",0,0,3,8,1810,0,2008,0,"98053",47.7169,-122.02,1560,5100 +"7853361370","20140502T000000",555000,4,2.5,3310,6500,"2",0,0,3,8,3310,0,2012,0,"98065",47.515,-121.87,2380,5000 +"3333001997","20140725T000000",445000,3,2,1620,5101,"1",0,0,3,7,590,1030,2006,0,"98118",47.5448,-122.288,1700,7750 +"7899800857","20141215T000000",256950,2,2,1070,635,"2",0,0,3,9,720,350,2008,0,"98106",47.5212,-122.357,1070,928 +"7338220370","20141006T000000",297000,4,2.5,2230,4952,"2",0,0,3,8,2230,0,2011,0,"98002",47.3363,-122.211,2030,3721 +"9406530160","20141017T000000",320000,4,2.5,1970,4558,"2",0,0,3,8,1970,0,2005,0,"98038",47.3627,-122.04,1980,5123 +"7853280370","20141114T000000",805000,5,4.5,4600,7810,"2",0,0,3,9,3200,1400,2006,0,"98065",47.5381,-121.86,4480,6324 +"2937300520","20140801T000000",799990,4,2.75,3110,6050,"2",0,0,3,9,3110,0,2014,0,"98052",47.705,-122.126,3590,6054 +"2738640310","20150409T000000",680000,4,2.5,3490,3677,"2",0,0,3,9,2850,640,2007,0,"98072",47.774,-122.162,3440,3600 +"6056100312","20140624T000000",395000,3,2.5,1600,1936,"2",0,0,3,7,1600,0,2007,0,"98108",47.5629,-122.297,1600,1936 +"2856100260","20141202T000000",732000,3,2.5,1960,3060,"2",0,0,3,8,1960,0,2010,0,"98117",47.6764,-122.389,1220,3060 +"2724049222","20140802T000000",163800,2,2.5,1000,1092,"2",0,0,3,7,990,10,2004,0,"98118",47.5419,-122.271,1330,1466 +"2724049222","20141201T000000",220000,2,2.5,1000,1092,"2",0,0,3,7,990,10,2004,0,"98118",47.5419,-122.271,1330,1466 +"6149700197","20141106T000000",308625,2,2,1500,1408,"3",0,0,3,7,1500,0,1999,0,"98133",47.7293,-122.343,1500,1245 +"3166900200","20150331T000000",375000,3,2.5,2424,5931,"2",0,0,3,9,2424,0,2014,0,"98042",47.3515,-122.134,2424,6036 +"5137800030","20140701T000000",300000,4,2.5,2303,3826,"2",0,0,3,8,2303,0,2006,0,"98092",47.3258,-122.165,2516,4500 +"3832080070","20140616T000000",284000,3,2.5,1880,6008,"2",0,0,3,7,1880,0,2009,0,"98042",47.3366,-122.052,2180,5185 +"9828702336","20150220T000000",610000,2,2,1210,740,"2",0,0,3,8,780,430,2014,0,"98112",47.6206,-122.3,1480,1171 +"7203180370","20150324T000000",955000,4,3.25,3720,6765,"2",0,0,3,9,3720,0,2012,0,"98053",47.688,-122.018,3100,6790 +"3901100030","20140627T000000",982000,4,2.75,3610,8580,"2",0,0,3,9,3610,0,2014,0,"98033",47.6706,-122.173,2360,8580 +"3126049500","20140522T000000",359000,3,1.5,1360,885,"3",0,0,3,8,1360,0,2008,0,"98103",47.6961,-122.349,1360,1167 +"6666830390","20140718T000000",779380,5,2.5,2590,7084,"2",0,0,3,8,2590,0,2014,0,"98052",47.7053,-122.113,3010,4823 +"1832100055","20140630T000000",1.51e+006,5,3.25,4390,11250,"2",0,0,3,10,4390,0,2007,0,"98040",47.5785,-122.225,2160,9249 +"3629700030","20150223T000000",635000,3,3,2290,1407,"2.5",0,0,3,8,1890,400,2014,0,"98027",47.5446,-122.017,2230,1407 +"3630200960","20140826T000000",1.06e+006,4,3.75,3880,9979,"2.5",0,0,3,10,3880,0,2007,0,"98029",47.5408,-121.992,3130,6112 +"7625702431","20140716T000000",389500,3,2.5,1350,874,"3",0,0,3,8,1270,80,2006,0,"98136",47.549,-122.387,1350,886 +"2895800390","20140807T000000",359800,5,2.5,2170,2752,"2",0,0,3,8,2170,0,2014,0,"98106",47.5165,-122.346,1800,2752 +"3753000030","20140527T000000",399950,3,3,1296,1051,"3",0,0,3,8,1296,0,2009,0,"98125",47.7175,-122.284,1520,1939 +"1773100926","20140603T000000",320000,3,3.25,1530,1602,"2",0,0,3,8,1140,390,2013,0,"98106",47.5555,-122.362,1450,1198 +"0301400320","20140725T000000",255900,3,2.5,1489,3266,"2",0,0,3,7,1489,0,2014,0,"98002",47.3452,-122.217,1537,3273 +"6600060160","20150209T000000",380000,4,2.5,2130,4467,"2",0,0,3,8,2130,0,2014,0,"98146",47.5108,-122.363,1830,8160 +"1861100267","20140918T000000",580000,3,2.75,1430,1521,"2",0,0,3,9,1130,300,2009,0,"98119",47.6353,-122.371,1930,2700 +"3438500036","20150429T000000",545000,5,3.75,2380,7268,"1",0,0,3,8,1430,950,2008,0,"98106",47.5571,-122.357,2040,10810 +"3869900036","20140725T000000",451300,3,2.5,1420,814,"2",0,0,3,8,1140,280,2008,0,"98136",47.5429,-122.387,1340,1382 +"1042700270","20140616T000000",852880,4,3.25,3450,6184,"2",0,0,3,9,3450,0,2014,0,"98074",47.6072,-122.054,3020,5369 +"6817750340","20140919T000000",305000,4,2.5,1914,3150,"2",0,0,3,8,1914,0,2009,0,"98055",47.43,-122.188,1714,3164 +"3448001412","20150430T000000",295000,2,1.5,988,1080,"3",0,0,3,7,988,0,2007,0,"98125",47.7123,-122.301,1128,1080 +"0301400800","20141016T000000",261000,3,2.25,1584,2800,"2",0,0,3,7,1584,0,2012,0,"98002",47.3451,-122.214,1584,2800 +"7852090570","20150317T000000",560000,4,2.5,2630,5710,"2",0,0,3,8,2630,0,2001,0,"98065",47.5342,-121.876,2550,5500 +"7203180070","20140919T000000",795000,4,3.25,3520,5250,"2",0,0,3,9,3520,0,2012,0,"98053",47.6869,-122.019,3220,5781 +"5416510200","20140929T000000",384950,4,2.5,2380,4913,"2",0,0,3,8,2380,0,2006,0,"98038",47.3607,-122.038,2580,5311 +"1931300977","20140508T000000",500000,3,1.75,1410,1197,"3",0,0,3,8,1410,0,2012,0,"98103",47.6558,-122.348,1350,2512 +"7853390260","20150205T000000",640000,4,3.5,3220,5741,"2",0,0,3,9,3220,0,2013,0,"98065",47.5169,-121.886,2960,6534 +"9578500810","20141121T000000",418000,4,3.25,3266,5969,"2",0,0,3,8,3266,0,2014,0,"98023",47.2975,-122.35,3087,5169 +"6844700575","20141010T000000",799000,3,2,2550,4794,"2",0,0,3,9,2550,0,2007,0,"98115",47.6955,-122.29,1630,5100 +"3751601877","20150320T000000",552900,4,3.5,3828,18900,"2.5",0,0,3,9,3828,0,2014,0,"98001",47.2851,-122.277,2120,18900 +"3869900136","20141219T000000",539950,3,2.25,1670,1596,"3",0,0,3,8,1670,0,2014,0,"98136",47.5402,-122.387,1640,1310 +"8956200960","20150120T000000",524225,4,2.5,3056,11385,"2",0,0,3,9,3056,0,2014,0,"98001",47.2905,-122.264,2849,8607 +"2883200083","20150202T000000",424950,2,1.5,1000,1188,"3",0,0,3,8,1000,0,2005,0,"98115",47.6823,-122.327,2300,3500 +"2028700570","20141125T000000",560000,3,3.25,1530,1786,"2",0,0,3,8,1200,330,2007,0,"98117",47.6783,-122.366,1390,2900 +"4188300030","20150429T000000",715000,5,3,3490,6091,"2",0,0,3,9,3490,0,2009,0,"98011",47.7744,-122.225,2870,5932 +"7883603648","20140522T000000",300000,5,2.5,2760,6000,"2",0,0,3,8,2760,0,2006,0,"98108",47.5289,-122.321,1360,6000 +"3630080030","20150224T000000",405000,3,2.5,1440,2163,"2",0,0,3,7,1440,0,2005,0,"98029",47.554,-121.998,1440,2207 +"0173000036","20141007T000000",327000,3,3,1370,1001,"3",0,0,3,8,1370,0,2009,0,"98133",47.7302,-122.355,1399,1151 +"2862500070","20141209T000000",859950,6,4,3180,6551,"2",0,0,3,9,3180,0,2014,0,"98074",47.6236,-122.023,3230,7602 +"7017200055","20150113T000000",560000,4,3,2720,7570,"2",0,0,3,9,2720,0,2008,0,"98133",47.7113,-122.349,1770,5705 +"3278611610","20140907T000000",379900,3,2.5,1800,2792,"2",0,0,3,8,1800,0,2011,0,"98126",47.5442,-122.371,1580,2617 +"4305500030","20150501T000000",625000,3,2.5,3220,6409,"2",0,0,3,9,3220,0,2008,0,"98059",47.4815,-122.127,3330,6231 +"0255460240","20150423T000000",398096,3,2.5,2370,5321,"2",0,0,3,8,2370,0,2014,0,"98038",47.37,-122.019,2370,4357 +"1773100416","20141120T000000",315000,3,2.5,1410,1325,"2",0,0,3,7,1180,230,2007,0,"98106",47.5582,-122.363,1270,1282 +"2937300560","20141212T000000",939000,4,3.5,3640,6049,"2",0,0,3,9,3640,0,2014,0,"98052",47.7049,-122.125,3590,6104 +"9510860560","20140725T000000",674000,3,2.5,1920,3624,"2",0,0,3,9,1920,0,2003,0,"98052",47.6647,-122.087,1930,3533 +"1085621740","20140814T000000",306000,4,2.5,2267,3577,"2",0,0,3,7,2267,0,2014,0,"98092",47.3384,-122.18,2056,3577 +"4139300135","20140709T000000",2.321e+006,5,4.75,5780,17004,"2",0,0,3,11,4260,1520,2006,0,"98040",47.5802,-122.212,3460,10855 +"5100400241","20150202T000000",394950,2,1,1131,1304,"3",0,0,3,7,1131,0,2011,0,"98115",47.6912,-122.313,1131,1992 +"2428100070","20140918T000000",914154,3,3.5,2940,6431,"2",0,0,3,10,2940,0,2014,0,"98075",47.5818,-122.047,2760,6695 +"0726059485","20141117T000000",496000,3,2.5,2180,4533,"2",0,0,3,7,2180,0,2010,0,"98011",47.754,-122.215,2180,7347 +"9834201370","20150417T000000",430100,3,2.25,1400,1078,"2",0,0,3,8,940,460,2009,0,"98144",47.5701,-122.288,1420,1230 +"8564860270","20140708T000000",449990,4,2.5,2680,5539,"2",0,0,3,8,2680,0,2013,0,"98045",47.4759,-121.734,2680,5992 +"8564860270","20150330T000000",502000,4,2.5,2680,5539,"2",0,0,3,8,2680,0,2013,0,"98045",47.4759,-121.734,2680,5992 +"3395071580","20150311T000000",310000,3,2.5,1300,3612,"2",0,0,3,7,1300,0,2005,0,"98118",47.5328,-122.282,1390,2943 +"3682000060","20150323T000000",349950,4,3.5,2796,3520,"2.5",0,0,3,8,2796,0,2013,0,"98001",47.3427,-122.278,2040,5195 +"1646500810","20140919T000000",625000,2,1.75,1460,1500,"2",0,0,3,8,1000,460,2008,0,"98103",47.6853,-122.356,1440,4120 +"7768800160","20140827T000000",1.05471e+006,4,3.5,4210,6481,"2",0,3,3,9,3260,950,2014,0,"98075",47.5765,-122.072,3920,5331 +"3629980860","20140707T000000",680000,4,2.75,2330,3920,"2",0,0,3,9,2330,0,2005,0,"98029",47.5525,-121.99,2410,4063 +"0629890070","20140515T000000",828950,4,3.5,3930,5680,"2",0,1,3,9,2820,1110,2013,0,"98027",47.5528,-122.076,3700,5816 +"7299600140","20150403T000000",274950,3,2.5,1608,4000,"2",0,0,3,8,1608,0,2014,0,"98092",47.2582,-122.198,2009,4983 +"1332700030","20150312T000000",293000,2,2.25,1610,1968,"2",0,0,4,7,1610,0,1979,0,"98056",47.5184,-122.196,1950,1968 +"3630220140","20140613T000000",795000,4,3.5,3200,3250,"2",0,0,3,9,2670,530,2007,0,"98029",47.5515,-122,3400,3663 +"0301400240","20140922T000000",282900,4,2.5,1710,3500,"2",0,0,3,7,1710,0,2014,0,"98002",47.3448,-122.217,1710,3500 +"1233100710","20150416T000000",909950,5,3.75,3050,8972,"2",0,0,3,9,3050,0,2014,0,"98033",47.6819,-122.172,2750,8979 +"0293070270","20141104T000000",922755,4,3.5,3560,4951,"2",0,0,3,9,3560,0,2014,0,"98074",47.6178,-122.055,3540,5500 +"3304030140","20150416T000000",424000,4,2.5,2650,8685,"2",0,0,3,9,2650,0,2006,0,"98001",47.344,-122.269,2650,7932 +"5095401070","20150423T000000",630000,3,2.5,3490,12410,"2",0,0,3,8,2590,900,2009,0,"98059",47.4714,-122.071,1740,14448 +"6358900070","20141222T000000",810000,4,3.25,4140,46173,"2",0,0,3,9,4140,0,2007,0,"98011",47.7647,-122.213,2060,43103 +"8141310030","20140730T000000",256703,3,2,1670,4441,"1",0,0,3,7,1670,0,2014,0,"98022",47.1948,-121.975,1670,4622 +"7203140270","20140515T000000",386380,3,2.5,1720,3600,"2",0,0,3,7,1720,0,2010,0,"98053",47.6856,-122.013,1720,3600 +"8682320320","20140916T000000",485000,2,2,1510,3961,"1",0,0,3,8,1510,0,2010,0,"98053",47.709,-122.018,1510,3962 +"9542840340","20150211T000000",275000,3,2.25,1450,4040,"2",0,0,3,7,1450,0,2010,0,"98038",47.3665,-122.022,1610,4040 +"3943600140","20150302T000000",370000,4,2.5,1812,5026,"2",0,0,3,8,1812,0,2011,0,"98055",47.4513,-122.202,2440,6007 +"2902200240","20140610T000000",499950,2,2.25,1060,1208,"2",0,0,3,8,940,120,2005,0,"98102",47.6371,-122.327,1300,1169 +"3274800505","20150424T000000",502000,3,2.5,1600,3073,"3",0,0,3,8,1600,0,2009,0,"98144",47.5934,-122.298,1130,2921 +"8080400136","20140620T000000",654000,3,3.25,1530,1565,"2",0,0,3,8,1280,250,2005,0,"98122",47.6179,-122.312,1530,1381 +"6371000079","20140714T000000",575000,4,2.25,2070,1230,"3",0,0,3,9,1500,570,2013,0,"98116",47.5775,-122.41,1569,4802 +"5379801920","20150415T000000",500000,4,2.5,3630,7482,"2",0,0,3,10,3630,0,2008,0,"98188",47.4565,-122.287,1600,15716 +"8562770320","20150114T000000",554000,3,2.5,2140,4126,"2",0,0,3,8,1960,180,2005,0,"98027",47.5368,-122.073,2280,2615 +"3449000200","20150508T000000",360000,4,1.75,2010,12188,"1",0,0,4,7,1150,860,1960,0,"98059",47.5013,-122.147,1720,8475 +"0255470030","20150429T000000",619990,4,2.75,2630,4501,"2",0,0,3,8,2630,0,2015,0,"98028",47.7748,-122.244,2380,4599 +"0629650030","20150312T000000",317500,4,2.5,2233,6025,"2",0,0,3,7,2233,0,2012,0,"98001",47.2599,-122.256,1544,6036 +"3574770030","20140828T000000",564950,4,2.75,2990,4521,"2",0,0,3,7,2990,0,2014,0,"98028",47.7401,-122.226,2580,7539 +"7589700055","20140611T000000",545000,2,1.25,1240,2150,"2",0,0,3,8,1240,0,2014,0,"98117",47.6884,-122.374,1340,5289 +"3832050570","20150501T000000",333700,3,2.5,2230,5050,"2",0,0,3,7,2230,0,2006,0,"98042",47.3359,-122.055,2260,5050 +"5167000140","20140711T000000",1.48e+006,3,3.25,3700,2264,"2",0,0,3,11,2280,1420,1998,0,"98033",47.6653,-122.205,3930,2567 +"9578060370","20150408T000000",530000,4,3,2290,5105,"2",0,0,3,8,2290,0,2012,0,"98028",47.7727,-122.237,2450,5105 +"2767604253","20150413T000000",396000,2,1.5,950,865,"3",0,0,3,8,950,0,2006,0,"98107",47.6714,-122.382,1290,1189 +"8562780800","20141016T000000",305000,2,1.75,1120,758,"2",0,0,3,7,1120,0,2012,0,"98027",47.5325,-122.072,1150,758 +"0603000926","20140522T000000",380000,5,3.5,2420,4670,"2",0,0,3,7,2420,0,2013,0,"98118",47.5241,-122.285,1430,4468 +"6817750510","20150303T000000",305000,4,2.5,1714,3250,"2",0,0,3,8,1714,0,2010,0,"98055",47.429,-122.189,1714,3250 +"0423059409","20140928T000000",440000,4,2.5,2230,5650,"2",0,0,3,7,2230,0,2011,0,"98056",47.5073,-122.168,1590,7241 +"0522049074","20140627T000000",459000,4,3,2530,10000,"2",0,0,3,7,2530,0,2013,0,"98148",47.431,-122.335,1420,9898 +"1934800193","20150306T000000",530000,3,3.5,1550,1233,"2",0,0,3,8,1160,390,2005,0,"98122",47.6034,-122.309,1490,1539 +"0847100046","20150416T000000",600000,4,2.75,3110,11225,"2",0,0,3,8,3110,0,2012,0,"98059",47.4865,-122.143,2610,8535 +"1250200693","20140718T000000",515000,3,3,2100,2409,"2",0,0,3,8,1660,440,2008,0,"98144",47.5973,-122.298,1900,2400 +"7338220200","20150408T000000",275000,4,2.5,2150,3721,"2",0,0,3,8,2150,0,2007,0,"98002",47.3363,-122.215,2150,3721 +"1982201596","20150112T000000",540000,3,1.75,1630,1404,"2",0,0,3,8,1020,610,2014,0,"98107",47.6646,-122.367,1420,1670 +"7853270830","20140805T000000",445000,3,2.5,2230,7934,"2",0,0,3,7,2230,0,2005,0,"98065",47.5439,-121.88,2310,4818 +"9352900200","20150407T000000",285000,3,2.5,1320,955,"3",0,0,3,7,1320,0,2009,0,"98106",47.5202,-122.357,1300,1003 +"8850000517","20140731T000000",480000,3,2.5,1590,1431,"2",0,0,3,8,1060,530,2010,0,"98144",47.5893,-122.309,1620,1548 +"3395070560","20150120T000000",440000,5,3.25,2610,3642,"2",0,0,3,8,2080,530,2005,0,"98118",47.535,-122.284,1750,3118 +"7211400576","20150211T000000",287450,3,2.5,1440,2500,"2",0,0,3,7,1440,0,2008,0,"98146",47.5123,-122.358,1440,5000 +"5169700132","20150401T000000",507950,4,2.5,2630,6283,"2",0,0,3,9,2630,0,2006,0,"98059",47.5079,-122.158,2630,7210 +"3204960200","20140619T000000",750000,3,3.5,3390,10078,"2",0,0,3,10,3040,350,2012,0,"98056",47.537,-122.185,3290,12332 +"8024200681","20140703T000000",425000,3,1.5,1400,1022,"3",0,0,3,8,1400,0,2007,0,"98115",47.6989,-122.317,1270,1205 +"9358000550","20141202T000000",420000,3,3.5,1900,2133,"2",0,0,3,8,1520,380,2009,0,"98126",47.5675,-122.369,1530,3264 +"7625702444","20140510T000000",394950,3,2.5,1350,1250,"3",0,0,3,8,1270,80,2006,0,"98136",47.5491,-122.387,1350,886 +"7853370260","20140711T000000",635000,4,3.25,3420,6752,"2",0,2,3,9,3030,390,2012,0,"98065",47.517,-121.876,3010,5172 +"0522079068","20150506T000000",513000,3,2.5,2150,161607,"2",0,0,3,7,1330,820,1995,0,"98038",47.4178,-121.937,2400,207781 +"3023000200","20150505T000000",380000,4,2.5,2110,5306,"2",0,0,3,8,2110,0,2012,0,"98038",47.356,-122.057,2250,5306 +"3758900023","20140521T000000",1.13e+006,4,3.25,3810,8519,"1",0,1,3,10,2680,1130,2007,0,"98033",47.699,-122.207,3240,10748 +"6204050160","20140608T000000",540000,5,3,2870,4369,"2",0,0,3,8,2090,780,2007,0,"98011",47.7449,-122.192,2640,4610 +"8562780200","20150427T000000",352499,2,2.25,1240,705,"2",0,0,3,7,1150,90,2009,0,"98027",47.5321,-122.073,1240,750 +"7702600949","20150505T000000",603000,4,3.5,3610,6345,"2",0,0,3,9,2370,1240,2008,0,"98058",47.4283,-122.102,3010,29279 +"3442000127","20140530T000000",685000,4,2.5,2310,5100,"2",0,0,3,9,2310,0,2013,0,"98177",47.7039,-122.36,1260,5100 +"0255550070","20140626T000000",330675,4,3,1930,3031,"1",0,0,3,7,1200,730,2006,0,"98019",47.7457,-121.985,1930,2611 +"7165700200","20140605T000000",275000,3,3,1390,1080,"2",0,0,3,7,1140,250,2006,0,"98118",47.5323,-122.281,1450,1081 +"8096800270","20140716T000000",259950,3,2.5,1578,7340,"2",0,0,3,7,1578,0,2010,0,"98030",47.3771,-122.186,1850,7200 +"4046500160","20140729T000000",441000,3,2,1720,15000,"1",0,0,3,9,1720,0,2011,0,"98014",47.6927,-121.92,1900,15337 +"7882600326","20141203T000000",1.135e+006,5,3.75,4700,11237,"2",0,0,3,10,2930,1770,2006,0,"98033",47.6624,-122.197,3180,13140 +"9122001230","20141205T000000",590000,3,3.5,1970,5079,"2",0,0,3,8,1680,290,2007,0,"98144",47.5816,-122.296,1940,6000 +"6373000187","20140918T000000",497000,3,2.25,1460,1353,"2",0,0,3,8,1050,410,2012,0,"98116",47.5774,-122.412,1690,3776 +"7967000200","20141121T000000",345500,3,2.5,1930,4000,"2",0,0,3,8,1930,0,2014,0,"98001",47.3518,-122.275,2050,4000 +"2902200241","20140623T000000",562500,3,2.25,1300,907,"2",0,0,3,8,1000,300,2006,0,"98102",47.6371,-122.327,1300,1169 +"0291310390","20140904T000000",355000,3,2.25,1445,1087,"2",0,0,3,7,1300,145,2005,0,"98027",47.5339,-122.067,1410,1336 +"1604601572","20140905T000000",345000,2,2.25,860,696,"2",0,0,3,9,860,0,2009,0,"98118",47.5663,-122.29,1100,3000 +"0259500270","20140505T000000",478000,3,2.5,3040,4535,"2",0,0,3,9,3040,0,2007,0,"98056",47.51,-122.185,2670,4666 +"3166900270","20150402T000000",391500,3,2.5,2424,6143,"2",0,0,3,9,2424,0,2014,0,"98030",47.3512,-122.135,2381,6036 +"2926049582","20150412T000000",265000,2,1.5,1084,3427,"2",0,0,3,7,1084,0,1976,0,"98125",47.7117,-122.326,1084,6250 +"3438503230","20141030T000000",395000,3,2.5,2510,5320,"2",0,0,3,8,2510,0,2005,0,"98106",47.5374,-122.357,1820,5736 +"2827100075","20140727T000000",286308,2,1.5,1220,1036,"3",0,0,3,7,1220,0,2006,0,"98133",47.7348,-122.347,1210,659 +"1702900624","20140527T000000",370000,2,2.25,1280,835,"2",0,0,3,7,1080,200,2009,0,"98118",47.5592,-122.284,1280,1246 +"2856100935","20140923T000000",1.079e+006,5,3.5,3740,5610,"2",0,0,3,9,2860,880,2014,0,"98117",47.6764,-122.392,1520,4590 +"0301401620","20141015T000000",298900,3,2.5,1852,4000,"2",0,0,3,7,1852,0,2014,0,"98002",47.3451,-122.209,2475,4000 +"3630200520","20150421T000000",775000,4,2.5,2580,5787,"2",0,0,3,9,2580,0,2007,0,"98029",47.5416,-121.994,2580,4410 +"0323079065","20140624T000000",790000,4,3.5,3190,31450,"2",0,0,3,9,3190,0,2010,0,"98027",47.501,-121.902,3000,72745 +"7172200125","20140827T000000",1.05e+006,3,2.5,3400,5119,"2",0,0,3,8,2300,1100,2014,0,"98115",47.6843,-122.305,1740,5969 +"3057000400","20140708T000000",249000,2,1.5,1090,2686,"2",0,0,3,7,1090,0,1982,0,"98034",47.717,-122.19,1160,2158 +"3022900070","20140929T000000",348000,3,2,2360,6145,"1",0,0,3,8,2360,0,2011,0,"98030",47.3564,-122.198,2304,5880 +"9406710060","20141114T000000",358000,5,2.5,2460,5604,"2",0,0,3,8,2460,0,2011,0,"98038",47.3658,-122.037,2210,6395 +"3353401070","20140625T000000",260000,5,2.5,2025,7760,"2",0,0,3,7,2025,0,2007,0,"98001",47.2671,-122.256,1664,9000 +"7853280570","20140604T000000",765000,4,3,4410,5104,"2",0,0,3,9,3400,1010,2006,0,"98065",47.5392,-121.861,4390,5537 +"6192410550","20140528T000000",739000,3,2.5,2810,5400,"2",0,0,3,9,2810,0,2005,0,"98052",47.7065,-122.118,2870,5400 +"8562710520","20140505T000000",890000,5,3.5,4490,6000,"2",0,0,3,10,3200,1290,2006,0,"98027",47.5396,-122.073,4530,6000 +"1543000060","20140607T000000",462000,4,2.5,3070,6432,"2",0,0,3,9,3070,0,2006,0,"98055",47.4487,-122.205,2910,5106 +"9536600810","20140708T000000",380000,4,2.5,1984,32400,"1",0,0,3,8,1564,420,1962,0,"98198",47.36,-122.318,1390,9152 +"5428000070","20150511T000000",770000,5,3.5,4750,8234,"2",0,2,3,10,3350,1400,2013,0,"98198",47.3574,-122.318,2160,14496 +"2309000060","20140818T000000",641000,4,3.25,2760,4104,"2",0,0,3,8,1900,860,2014,0,"98056",47.5286,-122.187,2760,5186 +"8043700105","20150417T000000",2.3e+006,4,4,4360,8175,"2.5",1,4,3,10,3940,420,2007,0,"98008",47.5724,-122.104,2670,8525 +"7792000140","20150504T000000",369000,4,2.5,3060,27251,"1.5",0,0,3,8,3060,0,2008,0,"98022",47.1967,-121.966,1760,27251 +"5244801550","20140916T000000",1.112e+006,4,3,2770,2650,"2",0,0,3,9,2180,590,2014,0,"98109",47.6435,-122.354,1820,2960 +"9310300160","20140828T000000",357000,5,2.5,2990,9240,"2",0,0,3,8,2990,0,2015,0,"98133",47.7384,-122.348,1970,18110 +"6762700376","20141126T000000",650000,3,2.75,1540,1251,"2",0,0,3,8,1230,310,2002,0,"98102",47.6298,-122.321,1540,1287 +"1972200428","20140625T000000",563500,3,2.5,1400,1312,"3.5",0,0,3,8,1400,0,2007,0,"98103",47.6534,-122.355,1350,1312 +"7304301231","20140617T000000",345000,3,2.5,1680,2229,"2",0,0,3,7,1680,0,2007,0,"98155",47.7484,-122.322,1230,9300 +"9512200140","20140725T000000",479950,3,2,2260,7163,"1",0,0,3,9,2260,0,2012,0,"98058",47.4593,-122.136,2340,6730 +"7853400260","20140513T000000",660000,4,3.5,3400,5196,"2",0,0,3,9,3400,0,2012,0,"98065",47.5169,-121.884,3170,5260 +"0097600140","20140729T000000",800000,4,2.5,2930,5000,"2",0,0,3,9,2760,170,2007,0,"98006",47.5424,-122.12,3230,5778 +"2822059360","20140724T000000",253101,3,2,1239,6036,"1",0,0,3,7,1239,0,2009,0,"98030",47.3689,-122.175,2060,5746 +"6056110200","20140929T000000",555000,3,3.5,2100,2479,"2",0,0,3,9,1450,650,2011,0,"98118",47.562,-122.292,1800,2457 +"6300000226","20140626T000000",240000,4,1,1200,2171,"1.5",0,0,3,7,1200,0,1933,0,"98133",47.7076,-122.342,1130,1598 +"6300000226","20150504T000000",380000,4,1,1200,2171,"1.5",0,0,3,7,1200,0,1933,0,"98133",47.7076,-122.342,1130,1598 +"9524100196","20141117T000000",239000,2,1.5,680,772,"2",0,0,3,7,680,0,2005,0,"98103",47.695,-122.343,690,1059 +"3013300685","20150318T000000",760000,4,3.25,2690,3995,"2",0,0,3,9,2060,630,2014,0,"98136",47.532,-122.384,1810,4590 +"2619950070","20140826T000000",430000,4,2.5,2750,7200,"2",0,0,3,8,2750,0,2011,0,"98019",47.7327,-121.966,2750,7200 +"7203110240","20140522T000000",660000,3,2.5,2450,4332,"2",0,0,3,8,2450,0,2010,0,"98053",47.6942,-122.016,2450,4154 +"7694200350","20140820T000000",399963,4,2.5,2620,4050,"2",0,0,3,8,2620,0,2014,0,"98146",47.5017,-122.34,2030,3944 +"0007600136","20140718T000000",411000,2,2,1130,1148,"2",0,0,3,9,800,330,2007,0,"98122",47.6023,-122.314,1350,1201 +"1442880160","20140627T000000",483453,4,2.75,2790,5527,"2",0,0,3,8,2790,0,2014,0,"98045",47.4827,-121.773,2620,5509 +"3277801580","20141110T000000",469950,3,2,1820,1357,"3",0,0,3,9,1820,0,2014,0,"98126",47.5432,-122.376,1710,1372 +"1442880640","20140715T000000",504058,4,2.75,2910,7467,"2",0,0,3,8,2910,0,2013,0,"98045",47.4841,-121.772,2790,7868 +"3845101070","20150428T000000",425996,4,2.5,2568,5000,"2",0,0,3,9,2568,0,2014,0,"98092",47.2596,-122.194,2547,4500 +"6791900260","20140708T000000",760005,4,2.75,3090,5859,"2",0,0,3,9,3090,0,2010,0,"98074",47.6057,-122.047,2960,5250 +"9828702339","20150420T000000",699999,2,2,1460,1085,"2",0,0,3,8,950,510,2014,0,"98112",47.6205,-122.299,1580,1202 +"2255500125","20140716T000000",749950,3,2.5,2010,2263,"2",0,0,3,8,1340,670,2014,0,"98122",47.6088,-122.311,1500,2670 +"5541300135","20140708T000000",674600,4,2.5,2610,5140,"2",0,0,3,8,2610,0,2006,0,"98103",47.6951,-122.346,1190,5101 +"4083306616","20150224T000000",450000,2,1.5,960,1000,"2",0,0,3,8,920,40,2008,0,"98103",47.6489,-122.335,1200,1297 +"8096800260","20150407T000000",272000,3,2.5,1528,7616,"2",0,0,3,7,1528,0,2011,0,"98030",47.3774,-122.186,1850,7340 +"2997800024","20140714T000000",450000,2,1.5,1310,1264,"2",0,0,3,8,1120,190,2006,0,"98106",47.5772,-122.409,1330,1265 +"0952005863","20150505T000000",643950,3,2.25,1760,2122,"3",0,0,3,9,1760,0,2015,0,"98116",47.5633,-122.385,1420,1618 +"7772850060","20141110T000000",290000,3,2.5,1420,3542,"2",0,0,3,8,1310,110,2007,0,"98133",47.7731,-122.343,1180,1622 +"6130500070","20141008T000000",378000,3,2.5,1650,2082,"3",0,0,3,8,1650,0,2007,0,"98133",47.7108,-122.332,1650,1965 +"8682300400","20140619T000000",728050,3,2.5,2320,6775,"1",0,0,3,8,2320,0,2008,0,"98053",47.7158,-122.016,1680,4750 +"8956200990","20150426T000000",499160,4,2.5,2628,11466,"2",0,0,3,9,2628,0,2014,0,"98001",47.2904,-122.264,2849,10909 +"9532000070","20141201T000000",536000,4,2.5,2520,4831,"2",0,0,3,8,2520,0,2009,0,"98072",47.7711,-122.168,2430,3937 +"7570050070","20150205T000000",419900,5,3.5,2880,5000,"2",0,0,3,8,2260,620,2012,0,"98038",47.3455,-122.023,2590,4800 +"0946000295","20141210T000000",469000,3,2.25,1440,1362,"3",0,0,3,7,1440,0,2014,0,"98117",47.6908,-122.365,1180,2603 +"3831250350","20150408T000000",374000,3,2.5,2185,6042,"2",0,0,3,9,2185,0,2009,0,"98030",47.3573,-122.202,2297,5876 +"6056100160","20140728T000000",182568,4,1.5,1500,2106,"2",0,0,3,7,1500,0,2014,0,"98108",47.5669,-122.297,1490,2175 +"1402970070","20140626T000000",334888,3,2.5,1769,7324,"2",0,0,3,9,1769,0,2012,0,"98092",47.3307,-122.188,2502,6017 +"2524059267","20140917T000000",799900,4,4,3650,18223,"2",0,3,3,9,3330,320,2013,0,"98006",47.5442,-122.116,3220,11022 +"8091670030","20140512T000000",383000,4,2.5,2160,6223,"2",0,0,3,8,2160,0,2010,0,"98038",47.3494,-122.042,2160,5555 +"1825079046","20141218T000000",580000,3,2.5,1820,374616,"2",0,0,3,7,1820,0,1999,0,"98014",47.6539,-121.959,1870,220654 +"0255450390","20140707T000000",351999,3,2.5,2370,4200,"2",0,0,3,8,2370,0,2014,0,"98038",47.3706,-122.017,2370,4200 +"9301300270","20150223T000000",1.325e+006,3,3,3180,2758,"2",0,2,3,11,2240,940,2008,0,"98109",47.6377,-122.342,2420,2758 +"9347300160","20150125T000000",312000,3,2.5,1780,4077,"2",0,0,3,8,1780,0,2011,0,"98038",47.3568,-122.056,1970,4077 +"0710600070","20140912T000000",674950,4,3.5,2650,3127,"2",0,0,3,8,2230,420,2011,0,"98027",47.5381,-122.046,2330,3137 +"5556300116","20141229T000000",1.105e+006,5,2.75,3300,7560,"2",0,0,3,10,3300,0,2007,0,"98052",47.6467,-122.118,3150,8580 +"1324300126","20150313T000000",415000,2,2.5,1160,1219,"3",0,0,3,8,1160,0,2007,0,"98107",47.6543,-122.358,1320,2800 +"9279700013","20140710T000000",1.25e+006,3,3,3460,5353,"2",0,0,3,10,2850,610,2007,0,"98116",47.5858,-122.393,2460,6325 +"3336500140","20140919T000000",208800,3,2.5,1390,2450,"2",0,0,3,7,1390,0,2009,0,"98118",47.5298,-122.269,1390,2450 +"2767604212","20141029T000000",452000,2,2.5,1260,1131,"3",0,0,3,8,1260,0,2006,0,"98107",47.6715,-122.384,1490,2500 +"6719600030","20150422T000000",837000,5,2.75,2940,5225,"2",0,0,3,8,2760,180,2010,0,"98052",47.6879,-122.107,3090,6261 +"3204930510","20150224T000000",780000,5,3.5,3190,4247,"2",0,0,3,8,2430,760,2013,0,"98052",47.7016,-122.103,2580,3989 +"7582700075","20141002T000000",1.485e+006,4,3.5,3930,6120,"2",0,0,3,10,3310,620,2007,0,"98105",47.6646,-122.28,3390,6120 +"0191100435","20140926T000000",1.6e+006,5,3.75,3570,10125,"2",0,0,3,10,3570,0,2014,0,"98040",47.5639,-122.223,1760,10125 +"0255450030","20140918T000000",369946,3,2.5,2420,4725,"2",0,0,3,8,2420,0,2014,0,"98038",47.371,-122.018,2370,4200 +"9476200710","20140608T000000",530000,3,2.75,3400,7200,"2",0,2,3,9,2470,930,2009,0,"98056",47.4878,-122.191,1580,8676 +"1329300070","20150320T000000",386000,4,2.5,2478,6079,"2",0,0,3,8,2478,0,2012,0,"98030",47.3524,-122.175,2279,6079 +"0357000135","20150218T000000",1.9e+006,4,2.5,3070,7830,"2",0,2,3,11,1970,1100,2009,0,"98144",47.593,-122.291,2440,4682 +"7203600560","20140911T000000",735000,4,3.5,3200,7605,"2",0,2,3,9,2500,700,2013,0,"98198",47.3443,-122.327,2240,4416 +"0715010140","20141002T000000",1.75e+006,5,3.25,5790,12739,"2",0,3,3,10,4430,1360,2014,0,"98006",47.538,-122.114,5790,13928 +"3869900138","20150223T000000",489950,3,2.25,1590,926,"3",0,0,3,8,1590,0,2014,0,"98136",47.5402,-122.387,1640,1321 +"2114700374","20150413T000000",357500,3,3,1730,1442,"2",0,0,3,8,1440,290,2008,0,"98106",47.5344,-122.348,1370,1524 +"9264450550","20140520T000000",329995,4,2.5,2303,3680,"2",0,0,3,8,2303,0,2013,0,"98001",47.2599,-122.283,2303,3760 +"3862710200","20140925T000000",414000,3,2.5,1790,3754,"2",0,0,3,8,1790,0,2013,0,"98065",47.534,-121.841,1800,3393 +"0291310310","20141210T000000",533500,3,3.5,2490,3517,"2",0,0,3,8,1720,770,2005,0,"98027",47.5341,-122.067,1600,2378 +"3814900260","20150305T000000",402395,4,2.5,2669,5385,"2",0,0,3,9,2669,0,2014,0,"98092",47.3262,-122.165,2669,4645 +"8562790710","20150410T000000",725000,4,3.25,2610,2552,"2",0,0,3,10,2160,450,2008,0,"98027",47.5322,-122.076,2610,2664 +"3425069117","20140828T000000",1.275e+006,6,5.25,6160,27490,"2",0,0,3,11,4040,2120,2007,0,"98074",47.6094,-122.023,4225,9100 +"2895800640","20140917T000000",239800,2,1.75,1290,1493,"2",0,0,3,8,1290,0,2014,0,"98106",47.5171,-122.346,1410,1875 +"3438500253","20140904T000000",616950,5,3.5,3560,5008,"2",0,0,3,8,2810,750,2013,0,"98106",47.5542,-122.359,2910,5026 +"3630200340","20141001T000000",1.258e+006,4,3.25,4360,6000,"2",0,3,3,11,3400,960,2007,0,"98027",47.5408,-121.994,4310,6000 +"2770601769","20140617T000000",435000,3,2.25,1230,1238,"2",0,0,3,8,1080,150,2009,0,"98199",47.6519,-122.384,1230,953 +"2225069036","20140815T000000",925000,4,3.25,3640,60086,"2",0,0,3,10,3640,0,2005,0,"98074",47.6328,-122.016,2900,51721 +"9525600030","20150428T000000",631500,2,2.5,1780,2493,"3",0,0,3,8,1780,0,1981,0,"98107",47.6704,-122.358,2050,4400 +"0993002108","20150330T000000",399995,3,1.5,1140,1069,"3",0,0,3,8,1140,0,2005,0,"98103",47.6907,-122.342,1230,1276 +"0993000327","20140506T000000",369950,3,2,1270,1320,"3",0,0,3,8,1270,0,2006,0,"98103",47.6937,-122.342,1370,1320 +"1523059239","20150423T000000",475000,5,3.5,2780,3583,"2",0,0,3,8,2180,600,2005,0,"98059",47.4879,-122.152,2640,3850 +"7967000270","20141125T000000",353000,4,2.5,1912,5000,"2",0,0,3,8,1912,0,2012,0,"98001",47.3511,-122.275,2020,5000 +"7137800310","20150225T000000",329950,4,2.5,2300,9690,"2",0,0,3,8,2300,0,2006,0,"98023",47.2793,-122.352,1200,9085 +"2211300260","20150313T000000",367000,3,2.5,2828,4050,"2",0,0,3,8,2828,0,2013,0,"98030",47.382,-122.197,2513,4507 +"8956200070","20140905T000000",447500,4,2.5,2425,9017,"2",0,0,3,9,2425,0,2013,0,"98001",47.3003,-122.263,2725,7019 +"1257201420","20140709T000000",595000,4,3.25,3730,4560,"2",0,0,3,9,2760,970,2015,0,"98103",47.6725,-122.33,1800,4560 +"1523300140","20140904T000000",325000,1,1,730,1942,"1",0,0,3,7,730,0,2009,0,"98144",47.5943,-122.299,1020,2044 +"9831200186","20150203T000000",690000,2,2.5,1990,1756,"3",0,0,3,9,1780,210,2005,0,"98102",47.6264,-122.323,1955,1438 +"7660100238","20141111T000000",329950,3,2.5,1300,812,"2",0,0,3,8,880,420,2008,0,"98144",47.5893,-122.317,1300,824 +"5381000477","20150128T000000",399500,4,2.5,2560,7492,"2",0,0,3,8,2560,0,2014,0,"98188",47.4467,-122.287,1260,11541 +"0207700180","20150121T000000",555000,5,2.5,2450,5047,"2",0,0,3,8,2450,0,2007,0,"98011",47.7724,-122.168,2450,4478 +"5288200072","20141001T000000",427000,2,1.5,1440,725,"2",0,0,3,8,1100,340,2011,0,"98126",47.5607,-122.378,1440,4255 +"9524100322","20141020T000000",375000,3,2.25,1140,1557,"3",0,0,3,8,1140,0,2007,0,"98103",47.6947,-122.342,1140,1245 +"1732800184","20140508T000000",499000,2,1.5,1110,957,"2",0,0,3,8,930,180,2005,0,"98119",47.6319,-122.362,1680,1104 +"1425069103","20140718T000000",750000,3,2.5,2620,43832,"2",0,0,3,8,2620,0,2013,0,"98053",47.655,-122.009,2620,120686 +"8165500790","20141229T000000",336900,3,2.5,1690,1200,"2",0,0,3,8,1410,280,2014,0,"98106",47.5388,-122.367,1740,1664 +"7658600081","20140919T000000",555000,2,2.75,1950,1610,"3",0,0,3,8,1950,0,2009,0,"98144",47.5925,-122.302,910,1745 +"1245003268","20141106T000000",1.275e+006,4,3.5,3530,8126,"2",0,0,3,10,3530,0,2007,0,"98033",47.6847,-122.2,2660,8126 +"8010100220","20141014T000000",999950,4,3.5,3310,4684,"2",0,0,3,9,2290,1020,2014,0,"98116",47.579,-122.389,1850,4750 +"7974200452","20140625T000000",975000,5,3,2620,5477,"2",0,0,3,10,2620,0,2009,0,"98115",47.6804,-122.288,1680,5217 +"8943600360","20150219T000000",299000,3,2.25,1350,3582,"2",0,0,3,8,1350,0,2010,0,"98031",47.4214,-122.191,1940,3860 +"3026059361","20150417T000000",479000,2,2.5,1741,1439,"2",0,0,3,8,1446,295,2007,0,"98034",47.7043,-122.209,2090,10454 +"6130500120","20150417T000000",428000,3,2.5,1650,2201,"3",0,0,3,8,1650,0,2007,0,"98133",47.7108,-122.333,1650,1965 +"3575305485","20140829T000000",409000,3,2.5,1890,6500,"2",0,0,3,7,1890,0,2012,0,"98074",47.6225,-122.058,2340,7500 +"0666000142","20150326T000000",798500,3,3,1950,1833,"3",0,0,3,9,1610,340,2009,0,"98004",47.6078,-122.202,2040,2131 +"7853280620","20141212T000000",689000,4,3.5,4490,5805,"2",0,0,3,9,3390,1100,2006,0,"98065",47.5389,-121.86,4410,6299 +"8946390040","20140508T000000",375000,6,2.25,3206,5793,"2",0,0,3,7,3206,0,2012,0,"98032",47.369,-122.287,2527,5804 +"5416300230","20140717T000000",775000,4,3.5,4130,77832,"2",0,2,3,10,4130,0,2011,0,"98042",47.3229,-122.045,4130,87476 +"1604730150","20141014T000000",639983,5,3,2800,5700,"2",0,0,3,8,2800,0,2014,0,"98059",47.4969,-122.145,2910,5349 +"8669180150","20150326T000000",300000,4,3,1984,4419,"2",0,0,3,7,1984,0,2010,0,"98002",47.3514,-122.213,2440,4418 +"1081330180","20141222T000000",627000,4,2.5,2750,11830,"2",0,0,3,9,2750,0,2014,0,"98059",47.4698,-122.121,2310,11830 +"2309710230","20150415T000000",275000,3,2.75,1740,5757,"1",0,0,3,7,1740,0,2010,0,"98022",47.1941,-121.979,2380,5647 +"2895800610","20140926T000000",352800,4,2.25,1800,2752,"2",0,0,3,8,1800,0,2014,0,"98106",47.5167,-122.346,1650,2752 +"3362400092","20150312T000000",565000,3,2.25,1540,1005,"3",0,0,3,8,1540,0,2008,0,"98103",47.6828,-122.346,1510,1501 +"3052700385","20150414T000000",765000,4,2.25,2030,2222,"2",0,0,3,9,1610,420,2015,0,"98117",47.679,-122.375,1420,2222 +"2738640040","20150409T000000",644000,4,2.5,3310,4839,"2",0,0,3,9,3310,0,2007,0,"98072",47.773,-122.161,3240,5280 +"8024200674","20150223T000000",461000,3,1.5,1270,1416,"3",0,0,3,8,1270,0,2007,0,"98115",47.6988,-122.317,1270,1413 +"3353400092","20141223T000000",270500,5,2.5,2406,7093,"2",0,0,3,8,2406,0,2006,0,"98001",47.2615,-122.252,1767,7093 +"6003500749","20140701T000000",640000,2,2.25,1540,965,"3",0,0,3,9,1540,0,2007,0,"98122",47.6181,-122.318,1410,964 +"8956200530","20140805T000000",457000,4,2.5,2820,6983,"2",0,0,3,9,2820,0,2013,0,"98001",47.2958,-122.265,2597,7222 +"0133000271","20141201T000000",355000,5,2.5,2540,5100,"2",0,0,3,7,2540,0,2014,0,"98168",47.5123,-122.316,1400,9440 +"6749700063","20141215T000000",356000,2,2.25,1230,989,"3",0,0,3,8,1230,0,2007,0,"98103",47.6975,-122.348,1230,1223 +"3278613060","20140805T000000",425000,4,2.5,1900,2766,"2",0,0,3,8,1900,0,2014,0,"98106",47.543,-122.368,1900,2604 +"7708200880","20140923T000000",562500,5,2.75,2920,6327,"2",0,0,3,8,2920,0,2007,0,"98059",47.4935,-122.145,2520,5026 +"2767600673","20140701T000000",460000,3,2.5,1450,1053,"2",0,0,3,8,940,510,2008,0,"98107",47.6754,-122.374,1410,1080 +"7299810040","20150406T000000",790000,4,3,5370,69848,"2",0,0,3,10,3500,1870,2005,0,"98042",47.3166,-122.046,4443,94403 +"0993000308","20150318T000000",401000,3,2,1270,1333,"3",0,0,3,8,1270,0,2006,0,"98103",47.6933,-122.342,1330,1333 +"3364900040","20140828T000000",1.095e+006,3,2.5,2550,5100,"2",0,0,3,9,2550,0,2014,0,"98115",47.6757,-122.326,1250,4080 +"9578090180","20150403T000000",850000,4,3,3070,7150,"2",0,0,3,9,3070,0,2007,0,"98052",47.7079,-122.107,3200,6984 +"9542840120","20140702T000000",274500,3,2.25,1450,4050,"2",0,0,3,7,1450,0,2010,0,"98038",47.367,-122.019,1660,3800 +"3860900035","20150415T000000",1.94e+006,5,3.5,4230,16526,"2",0,0,3,10,4230,0,2008,0,"98004",47.5933,-122.199,3000,12362 +"7202300040","20140804T000000",808000,4,2.5,3480,6262,"2",0,0,3,9,3480,0,2003,0,"98053",47.6857,-122.045,3490,6629 +"1773100972","20140515T000000",312000,3,2.25,1490,974,"2",0,0,3,7,1220,270,2009,0,"98106",47.5567,-122.363,1490,1283 +"3626039424","20140616T000000",320000,3,2.25,1200,1400,"3",0,0,3,8,1200,0,2005,0,"98133",47.7046,-122.357,1370,6552 +"3175200220","20150113T000000",410000,3,2.5,2150,4332,"2",0,0,3,8,2150,0,2013,0,"98019",47.7373,-121.969,2140,4332 +"7852120120","20140620T000000",725000,3,3.5,3690,8837,"2",0,0,3,10,3690,0,2001,0,"98065",47.5402,-121.876,3690,9585 +"7813500040","20141015T000000",335000,4,2.5,1900,3301,"2",0,0,3,7,1900,0,2007,0,"98178",47.489,-122.249,1960,3379 +"7242800040","20150120T000000",519990,4,3.25,1690,1321,"2",0,0,3,8,1320,370,2014,0,"98052",47.678,-122.117,3080,4558 +"1442880650","20140610T000000",533112,4,2.75,2790,8853,"2",0,0,3,8,2790,0,2013,0,"98045",47.4842,-121.772,2790,8092 +"3355400242","20141028T000000",274900,3,2,1936,6612,"2",0,0,3,7,1936,0,2014,0,"98001",47.2602,-122.246,1620,21600 +"8562780540","20141222T000000",325000,2,2.25,1150,711,"2",0,0,3,7,1150,0,2013,0,"98027",47.5323,-122.07,1150,748 +"0923049203","20140529T000000",350000,4,2.5,2040,22653,"2",0,0,3,7,2040,0,2011,0,"98168",47.4991,-122.299,2020,20502 +"3578600141","20140923T000000",550000,4,2.5,2470,7539,"2",0,0,3,9,2470,0,2006,0,"98028",47.7407,-122.226,2580,7539 +"0053500450","20150309T000000",311850,4,2.5,1890,4158,"2",0,0,3,8,1890,0,2014,0,"98042",47.343,-122.056,2720,4549 +"1934800180","20150210T000000",526000,3,2.5,1626,1583,"2.5",0,0,3,8,1419,207,2007,0,"98122",47.6031,-122.309,1400,1583 +"3023000210","20141001T000000",375000,4,2.5,2250,5306,"2",0,0,3,8,2250,0,2012,0,"98038",47.356,-122.057,2250,5306 +"1773100967","20150223T000000",299999,3,2.25,1350,1234,"2",0,0,3,7,1160,190,2007,0,"98106",47.5565,-122.363,1420,1234 +"2767704777","20140919T000000",436000,3,2.5,1460,1238,"2",0,0,3,8,1200,260,2008,0,"98107",47.6719,-122.374,1280,1257 +"1085621960","20141212T000000",303000,3,2.5,2056,3564,"2",0,0,3,7,2056,0,2014,0,"98092",47.338,-122.181,2056,3577 +"2771602174","20140701T000000",525000,2,2.5,1160,1458,"2",0,0,3,8,1040,120,2012,0,"98119",47.6384,-122.373,1650,2311 +"6762700452","20140613T000000",575000,3,3,1384,1287,"2",0,0,3,8,1144,240,2006,0,"98102",47.6295,-122.32,1570,1288 +"5695000142","20141024T000000",420000,2,1.5,1100,1107,"3",0,0,3,8,1100,0,2008,0,"98103",47.6584,-122.35,1110,2750 +"9578140180","20140611T000000",329950,3,2.5,2456,7566,"2",0,0,3,8,2456,0,2012,0,"98023",47.297,-122.351,2478,7212 +"2124069115","20141021T000000",1.83e+006,4,4.25,4500,215186,"2",0,3,3,11,2630,1870,2009,0,"98029",47.559,-122.045,3030,25447 +"3864000120","20150408T000000",1.175e+006,4,3.25,3780,10099,"1",0,1,3,11,2240,1540,2006,0,"98006",47.5508,-122.192,3120,10669 +"2768200212","20140911T000000",499950,2,2.5,1320,1157,"2",0,0,3,8,990,330,2014,0,"98107",47.6689,-122.363,1550,1519 +"7852070210","20140527T000000",1.149e+006,4,3,5940,11533,"2",0,4,3,11,4950,990,2004,0,"98065",47.5443,-121.87,4240,12813 +"7853361210","20150218T000000",400000,3,2,1650,5027,"1.5",0,0,3,7,1650,0,2009,0,"98065",47.515,-121.874,2430,6000 +"8141310040","20140627T000000",246950,3,3,1670,4440,"1",0,0,3,7,1670,0,2014,0,"98022",47.1948,-121.975,1670,4622 +"6852700097","20140806T000000",630000,3,3.25,1610,1275,"2",0,0,3,8,1220,390,2005,0,"98102",47.6236,-122.318,1750,3000 +"7708210040","20140912T000000",561000,5,2.75,3370,10315,"2",0,0,3,9,3370,0,2006,0,"98059",47.4893,-122.146,3010,8296 +"0053500760","20141208T000000",287000,4,2.5,2660,4082,"2",0,0,3,7,2660,0,2010,0,"98042",47.3414,-122.055,2390,4876 +"3528900771","20150331T000000",600000,3,3.25,1690,1473,"2",0,0,3,8,1380,310,2008,0,"98109",47.6397,-122.345,1670,2594 +"9126100813","20140828T000000",490000,3,2.25,1620,1062,"3",0,0,3,8,1620,0,2014,0,"98122",47.6051,-122.304,1560,1728 +"3679400503","20150330T000000",330000,3,1.75,1300,958,"2",0,0,3,7,840,460,2011,0,"98108",47.5677,-122.314,1340,1254 +"1760650210","20141201T000000",286950,4,2.5,1610,4052,"2",0,0,3,7,1610,0,2013,0,"98042",47.3603,-122.081,2110,4034 +"2652501565","20150423T000000",1.55e+006,3,3.25,3530,4920,"2",0,0,3,9,2660,870,2015,0,"98109",47.641,-122.357,1900,4200 +"1237500577","20150212T000000",880000,4,2.5,3550,8618,"2",0,0,3,10,3550,0,2007,0,"98052",47.6776,-122.161,1310,9746 +"6382500084","20141013T000000",577450,3,3,1730,1755,"3",0,0,3,8,1730,0,2014,0,"98117",47.6944,-122.377,1830,1804 +"3023000410","20150430T000000",405000,5,2.75,2400,4900,"2",0,0,3,8,2400,0,2011,0,"98038",47.355,-122.057,2110,5696 +"2767601752","20140707T000000",510000,3,2.5,1420,1237,"3",0,0,3,8,1420,0,2014,0,"98107",47.674,-122.387,1510,2501 +"2771604196","20140812T000000",465000,2,1.5,1220,1120,"2.5",0,0,3,8,1110,110,2008,0,"98199",47.6374,-122.388,2010,3175 +"1778500620","20140707T000000",1.3e+006,4,2.25,2360,4000,"2",0,0,3,9,2360,0,2013,0,"98112",47.6198,-122.289,3040,4400 +"1823059241","20150408T000000",609000,4,3.5,3990,11270,"2",0,3,3,9,2930,1060,2007,0,"98055",47.488,-122.225,1980,11328 +"9267200062","20140911T000000",336000,3,2.5,1260,1211,"3",0,0,3,8,1260,0,2004,0,"98103",47.6969,-122.343,1270,1211 +"3278606110","20150108T000000",375000,3,2.5,1580,2407,"2",0,0,3,8,1580,0,2013,0,"98126",47.5455,-122.368,1580,2212 +"1657530180","20141204T000000",294500,3,2.5,1760,2688,"2",0,0,3,7,1760,0,2005,0,"98059",47.4903,-122.166,1760,2329 +"2754700035","20141125T000000",925000,5,3.5,3420,4216,"2",0,0,3,9,2520,900,2008,0,"98115",47.6799,-122.304,1420,4500 +"2568200120","20141215T000000",730000,5,2.75,2870,6593,"2",0,0,3,9,2870,0,2006,0,"98052",47.7075,-122.102,3150,6593 +"6601200040","20140919T000000",280000,4,2.5,1934,5677,"2",0,0,3,8,1934,0,2013,0,"98001",47.2602,-122.252,1919,5049 +"2767601750","20140815T000000",500000,3,1.5,1220,962,"3",0,0,3,8,1220,0,2014,0,"98107",47.674,-122.387,1510,2501 +"7853350220","20150324T000000",605000,3,2.75,2450,5750,"2",0,0,3,9,2450,0,2013,0,"98065",47.5439,-121.862,3200,8036 +"6163900628","20140516T000000",379950,3,3.25,1860,1787,"3",0,0,3,8,1860,0,2007,0,"98155",47.7563,-122.316,1830,1787 +"1689401526","20150323T000000",605000,3,2.5,1500,1119,"3",0,2,3,7,1110,390,2008,0,"98109",47.6327,-122.346,1500,1057 +"8725950360","20150501T000000",720000,2,1.75,1570,1108,"3",0,0,3,9,1570,0,2007,0,"98004",47.6215,-122.2,1940,1160 +"9826700697","20141103T000000",549900,3,2,1280,960,"2",0,0,3,9,1040,240,2014,0,"98122",47.602,-122.311,1280,1173 +"9578500180","20150121T000000",427000,3,2.5,3192,5653,"2",0,0,3,8,3192,0,2014,0,"98023",47.2956,-122.35,3000,5134 +"9826700707","20141028T000000",492000,3,2.5,1690,1479,"3",0,0,3,8,1420,270,2005,0,"98122",47.6022,-122.311,1280,1253 +"8138870530","20140505T000000",419190,2,2.5,1590,1426,"2",0,0,3,8,1590,0,2014,0,"98029",47.5441,-122.013,1590,1426 +"4188300180","20141112T000000",650000,3,2.5,2870,7288,"2",0,0,3,9,2870,0,2012,0,"98011",47.7745,-122.225,2870,5998 +"5416510530","20141124T000000",379950,4,2.5,2580,4818,"2",0,0,3,8,2580,0,2005,0,"98038",47.3607,-122.038,2570,5386 +"4181200540","20140728T000000",269800,4,2.75,1830,3420,"2",0,0,3,8,1830,0,2012,0,"98198",47.366,-122.308,1813,3420 +"2222059154","20140813T000000",407000,4,2.5,2927,6000,"2",0,0,3,7,2927,0,2011,0,"98042",47.3737,-122.16,2533,6000 +"8032700072","20150415T000000",580000,3,1.5,1320,1250,"3",0,0,3,8,1320,0,2008,0,"98103",47.6536,-122.341,1560,1694 +"7203140220","20150116T000000",389700,3,2.5,1720,3581,"2",0,0,3,7,1720,0,2011,0,"98053",47.6861,-122.013,1720,3600 +"1278000210","20150311T000000",110000,2,1,828,4524,"1",0,0,3,6,828,0,1968,2007,"98001",47.2655,-122.244,828,5402 +"6058600220","20140731T000000",230000,3,1.5,1040,1264,"2",0,0,3,9,900,140,2015,0,"98144",47.5951,-122.301,1350,3000 +"1442880610","20140829T000000",533380,4,2.75,2790,6685,"2",0,0,3,8,2790,0,2014,0,"98045",47.4838,-121.773,2790,6444 +"3679400484","20140918T000000",295500,3,2.5,1410,1332,"2",0,0,3,7,960,450,2014,0,"98108",47.5683,-122.314,1410,1343 +"3825310180","20141007T000000",860000,4,4.5,4040,8400,"2",0,0,3,9,3220,820,2006,0,"98052",47.7067,-122.131,3940,8400 +"3630220180","20140708T000000",812000,4,3.5,3370,3634,"2",0,0,3,9,2750,620,2007,0,"98029",47.5519,-122.001,3200,3650 +"3336500180","20140605T000000",324500,3,2.5,1660,3990,"2",0,0,3,7,1660,0,2009,0,"98118",47.5298,-122.268,1670,4050 +"2781270530","20150326T000000",193000,2,1.75,910,2550,"1",0,0,3,6,910,0,2004,0,"98038",47.3494,-122.022,1310,2550 +"0993001563","20140522T000000",355000,3,2.25,1280,959,"3",0,0,3,8,1280,0,2005,0,"98103",47.6914,-122.343,1130,1126 +"9578060540","20140614T000000",525000,4,2.75,2360,4924,"2",0,0,3,8,2360,0,2008,0,"98028",47.7737,-122.235,2360,4670 +"2222059052","20150227T000000",370950,3,2.5,2529,9653,"2",0,0,3,7,2529,0,2012,0,"98042",47.3738,-122.161,2533,6125 +"1239400650","20141107T000000",1.242e+006,4,3.5,4700,10183,"1",0,2,3,11,2660,2040,2002,0,"98033",47.6728,-122.189,3770,9000 +"8835800450","20150504T000000",950000,3,2.5,2780,275033,"1",0,0,3,10,2780,0,2006,0,"98045",47.4496,-121.766,1680,16340 +"0293070120","20140918T000000",888990,4,2.75,3540,5500,"2",0,0,3,9,3540,0,2014,0,"98074",47.6181,-122.056,3540,5500 +"1176001117","20150319T000000",705000,3,2.5,1580,1321,"2",0,2,3,8,1080,500,2014,0,"98107",47.6688,-122.402,1530,1357 +"7889601165","20140826T000000",268000,3,2.5,1700,2250,"2",0,0,3,7,1700,0,2014,0,"98168",47.4914,-122.334,1520,4500 +"7227801581","20140507T000000",305450,3,2.5,1600,3573,"2",0,0,3,7,1600,0,2013,0,"98056",47.507,-122.181,1500,11089 +"9895000040","20140703T000000",399900,2,1.75,1410,1005,"1.5",0,0,3,9,900,510,2011,0,"98027",47.5446,-122.018,1440,1188 +"9528102993","20141229T000000",495000,3,1.5,1580,1228,"3",0,0,3,8,1580,0,2014,0,"98115",47.6765,-122.32,1580,3605 +"3746700120","20141104T000000",857326,3,3.5,3940,11632,"2",0,0,3,10,3940,0,2014,0,"98166",47.438,-122.344,2015,11632 +"0745530040","20140911T000000",845950,5,2.75,4450,9600,"2",0,0,3,9,3650,800,2014,0,"98011",47.7336,-122.21,4000,9750 +"7299600180","20140610T000000",303210,4,2.5,2009,5000,"2",0,0,3,8,2009,0,2014,0,"98092",47.2577,-122.198,2009,5182 +"2149800278","20141015T000000",343000,6,5,2732,7655,"2",0,0,3,7,2732,0,2009,0,"98002",47.3045,-122.211,3078,69993 +"2517000650","20140716T000000",300000,3,2.5,2090,4590,"2",0,0,3,7,2090,0,2005,0,"98042",47.3992,-122.163,2190,4060 +"6021503708","20141122T000000",334900,2,2.5,980,1013,"3",0,0,3,8,980,0,2008,0,"98117",47.6844,-122.387,980,1023 +"8559300120","20150416T000000",477500,5,3.5,2815,5619,"2",0,0,3,9,2815,0,2012,0,"98055",47.4299,-122.207,2583,5295 +"3305100230","20140618T000000",820000,4,2.5,3170,8523,"2",0,0,3,9,3170,0,2008,0,"98033",47.6854,-122.184,3230,8523 +"2135200155","20140805T000000",580000,5,3.25,3030,7410,"2",0,0,3,8,2150,880,2014,0,"98106",47.553,-122.354,2020,7410 +"2919700109","20140722T000000",350000,2,2.5,1280,940,"2",0,0,3,8,1060,220,2006,0,"98103",47.6904,-122.364,1290,2900 +"8725950220","20150226T000000",910000,3,2.5,2030,1160,"3",0,0,3,9,1970,60,2007,0,"98004",47.6213,-122.2,1950,1160 +"1776230220","20140626T000000",414000,3,2.5,2490,4540,"2.5",0,0,3,8,2490,0,2012,0,"98059",47.5051,-122.155,2640,3844 +"9211010230","20150330T000000",525000,3,2.5,3030,4500,"2",0,0,3,8,3030,0,2009,0,"98059",47.4944,-122.15,3030,4501 +"1972201772","20150409T000000",650000,2,2.5,1470,690,"3",0,3,3,8,1470,0,2008,0,"98103",47.6523,-122.346,1480,1284 +"9268851320","20141210T000000",450000,3,2.25,1620,997,"2.5",0,0,3,8,1540,80,2012,0,"98027",47.5394,-122.027,1620,1068 +"1424059154","20140516T000000",1.27e+006,4,3,5520,8313,"2",0,3,3,9,3570,1950,2008,0,"98006",47.5655,-122.129,3770,8278 +"0626059365","20150412T000000",699000,3,3.5,3200,10344,"2",0,0,3,10,3200,0,2007,0,"98011",47.7636,-122.216,2550,20152 +"3885802136","20140723T000000",899000,4,2.5,2580,3943,"2",0,0,3,8,2580,0,2013,0,"98033",47.6853,-122.21,1700,5772 +"7967000150","20140808T000000",353500,4,3,2050,4000,"2",0,0,3,8,2050,0,2014,0,"98001",47.3523,-122.275,2050,4000 +"7853360720","20140908T000000",485000,3,2.5,2430,5867,"2",0,0,3,7,2430,0,2011,0,"98065",47.5162,-121.872,2620,5866 +"8562790150","20140626T000000",782900,4,3.25,3060,3898,"2",0,0,3,10,2300,760,2014,0,"98027",47.5311,-122.073,2920,3448 +"1226039124","20150428T000000",529000,2,2,1540,9714,"2",0,0,3,8,1540,0,2008,0,"98177",47.7628,-122.359,1840,8179 +"2767704251","20150416T000000",514700,3,3.25,1310,1072,"2",0,0,3,8,1060,250,2008,0,"98107",47.6744,-122.374,1160,1266 +"3862710210","20140520T000000",409316,3,2.5,1800,3168,"2",0,0,3,8,1800,0,2014,0,"98065",47.5342,-121.841,1800,3393 +"0255460330","20150506T000000",388598,3,2.5,2370,4200,"2",0,0,3,8,2370,0,2014,0,"98038",47.3699,-122.019,2370,4370 +"0291310610","20150227T000000",415000,3,2.25,1445,1512,"2",0,0,3,7,1300,145,2004,0,"98027",47.5341,-122.069,1445,1082 +"9126101121","20150407T000000",521500,3,2.25,1450,1619,"2",0,0,3,8,1140,310,2006,0,"98122",47.6076,-122.304,1580,3472 +"9274200322","20140820T000000",580000,3,2.5,1740,1236,"3",0,2,3,8,1740,0,2008,0,"98116",47.5891,-122.387,1740,1280 +"6666830230","20140630T000000",882566,4,2.5,3560,5265,"3",0,0,3,8,3560,0,2014,0,"98052",47.7047,-122.113,3220,4892 +"1604601803","20150408T000000",525000,3,2.75,2130,1400,"2",0,0,3,9,1080,1050,2010,0,"98118",47.5661,-122.29,1880,3132 +"7702080150","20141201T000000",515000,5,2.75,2980,4502,"2",0,0,3,9,2980,0,2007,0,"98028",47.7698,-122.235,2850,4501 +"7853400220","20140926T000000",589410,3,3,2840,7201,"2",0,0,3,9,2840,0,2014,0,"98065",47.5165,-121.883,2540,5260 +"3895100039","20150324T000000",757500,4,2.5,3420,6845,"2",0,0,3,9,3420,0,2009,0,"98052",47.6777,-122.156,2800,5715 +"7697000150","20141002T000000",284000,3,2.5,1660,4083,"2",0,0,3,7,1660,0,2013,0,"98038",47.3595,-122.045,1800,4087 +"8562780530","20150328T000000",338500,2,2.25,1150,711,"2",0,0,3,7,1150,0,2013,0,"98027",47.5323,-122.071,1150,748 +"0291310180","20140613T000000",379500,3,2.25,1410,1287,"2",0,0,3,7,1290,120,2005,0,"98027",47.5344,-122.068,1490,1435 +"1972205633","20140723T000000",550000,3,2,1420,1369,"2.5",0,0,3,9,1340,80,2007,0,"98109",47.6472,-122.357,1540,2168 +"3023000120","20140902T000000",294900,3,2.5,1860,5025,"2",0,0,3,8,1860,0,2010,0,"98038",47.3557,-122.059,2000,5550 +"7548301056","20140609T000000",345000,2,1.5,1340,1210,"2",0,0,3,8,1120,220,2008,0,"98144",47.588,-122.305,1340,1213 +"9826701201","20150209T000000",450000,2,1.5,1530,1012,"2",0,0,3,8,1200,330,2005,0,"98122",47.602,-122.306,1530,1425 +"6300500476","20150415T000000",420000,3,2.5,1509,1114,"3",0,0,3,8,1509,0,2014,0,"98133",47.7049,-122.34,1509,2431 +"2597490410","20150402T000000",740000,3,2.5,2350,3798,"2",0,0,3,8,2350,0,2013,0,"98029",47.543,-122.01,2020,3532 +"3448001411","20150220T000000",286000,2,1.5,1010,825,"3",0,0,3,7,1010,0,2007,0,"98125",47.7124,-122.301,1128,1080 +"0745530180","20150317T000000",870000,5,3.5,4495,10079,"2",0,0,3,9,3580,915,2013,0,"98011",47.7339,-122.209,4495,10079 +"3879900753","20141114T000000",727000,3,2.5,1580,991,"3",0,0,3,9,1580,0,2009,0,"98119",47.6276,-122.359,1610,1297 +"2781230230","20150204T000000",395000,4,3,2750,7965,"2",0,0,3,9,2750,0,2012,0,"98038",47.3479,-122.028,2750,6000 +"3629990180","20140805T000000",535000,4,2.25,1890,3615,"2",0,0,3,7,1890,0,2005,0,"98029",47.5493,-121.999,1630,3280 +"9352900222","20141229T000000",255000,3,2.25,1320,963,"2",0,0,3,7,1040,280,2007,0,"98106",47.5199,-122.357,1300,1285 +"7338220120","20141015T000000",260000,4,2.5,2150,3721,"2",0,0,3,8,2150,0,2006,0,"98002",47.3363,-122.217,2150,3721 +"0325059287","20140910T000000",810000,4,2.5,3340,8384,"2",0,0,3,9,3340,0,2014,0,"98052",47.6761,-122.152,1560,9429 +"7203140360","20141201T000000",359782,3,2.5,1850,3400,"2",0,0,3,7,1850,0,2010,0,"98053",47.6871,-122.014,1850,3400 +"6056110150","20150320T000000",500000,2,2.5,1950,2162,"2",0,0,3,9,1500,450,2012,0,"98118",47.5622,-122.292,1800,2457 +"7203230040","20141027T000000",1.04999e+006,5,3.25,4240,9588,"2",0,0,3,9,4240,0,2014,0,"98053",47.6901,-122.018,4080,8425 +"8121100155","20150225T000000",810000,4,3.5,2700,2868,"2",0,0,3,11,1920,780,2006,0,"98118",47.5685,-122.286,1430,3858 +"7853370620","20150206T000000",605000,5,4,3040,6000,"2",0,0,3,8,2280,760,2011,0,"98065",47.5189,-121.876,3070,5558 +"6400700264","20150317T000000",730000,4,2.5,2460,7930,"2",0,0,3,8,2460,0,2005,0,"98033",47.6684,-122.175,1850,9000 +"1760650880","20150317T000000",327000,4,2.5,2110,3825,"2",0,0,3,7,2110,0,2013,0,"98042",47.359,-122.082,1950,3825 +"0567000382","20141110T000000",370000,2,1,780,1133,"2",0,0,3,7,780,0,2009,0,"98144",47.5924,-122.295,1130,1270 +"7852100150","20140625T000000",459000,5,3.5,2640,6895,"2",0,0,3,7,2640,0,2001,0,"98065",47.5298,-121.879,2640,5267 +"6447300365","20141113T000000",2.9e+006,5,4,5190,14600,"2",0,1,3,11,5190,0,2013,0,"98039",47.6102,-122.225,3840,19250 +"2622059197","20141210T000000",365000,4,2.5,2420,8404,"2",0,0,3,8,2420,0,2013,0,"98042",47.372,-122.13,2440,4822 +"1389600040","20141226T000000",255000,4,2.5,1987,6000,"2",0,0,3,7,1987,0,2011,0,"98001",47.2679,-122.255,1880,9589 +"9276200220","20140717T000000",375000,1,1,720,3166,"1",0,0,3,6,720,0,1920,0,"98116",47.5811,-122.389,1140,6250 +"7904700032","20141002T000000",375000,2,1.5,1130,912,"2",0,0,3,8,1000,130,2006,0,"98116",47.5638,-122.388,1500,1474 +"3744000040","20140722T000000",518380,4,2.5,2810,4500,"2",0,0,3,9,2810,0,2014,0,"98038",47.3552,-122.023,2980,5046 +"1773100604","20140721T000000",346000,3,3.25,1500,1442,"2",0,0,3,8,1150,350,2007,0,"98106",47.5592,-122.362,1500,1533 +"9268850360","20150223T000000",302059,4,2,1390,745,"3",0,0,3,7,1390,0,2008,0,"98027",47.5393,-122.026,1390,942 +"7853420450","20140519T000000",575000,4,2.5,2500,4945,"2",0,0,3,9,2500,0,2013,0,"98065",47.5185,-121.885,2760,6000 +"8956200770","20140723T000000",549950,4,3.5,3906,9674,"2",0,2,3,9,3906,0,2014,0,"98001",47.2931,-122.264,2673,6500 +"2424059170","20150219T000000",900000,5,6,7120,40806,"2",0,4,3,12,5480,1640,2007,0,"98006",47.5451,-122.114,3440,36859 +"1934800133","20140711T000000",397500,3,2.5,1470,1256,"2",0,0,3,8,930,540,2006,0,"98122",47.6033,-122.309,1510,1797 +"5556300109","20141121T000000",1.075e+006,5,3.5,3230,7560,"2",0,0,3,10,3230,0,2007,0,"98052",47.6467,-122.118,3230,8580 +"2326600150","20150422T000000",775900,3,2.5,2700,5764,"2",0,0,3,9,2700,0,2014,0,"98075",47.5618,-122.027,3270,14700 +"3751600409","20150508T000000",510000,4,2.5,4073,17334,"2",0,0,3,8,4073,0,2008,0,"98001",47.2949,-122.27,1780,9625 +"3814900210","20140829T000000",471275,4,2.5,3361,5038,"2",0,0,3,9,3361,0,2014,0,"98092",47.3269,-122.165,2316,4105 +"9542840730","20140911T000000",288000,4,2.25,1610,3560,"2",0,0,3,7,1610,0,2010,0,"98038",47.3669,-122.02,1760,3692 +"2937300540","20141016T000000",989990,4,3.5,3830,7150,"2",0,0,3,9,3830,0,2014,0,"98052",47.7049,-122.126,3640,6055 +"7549800543","20140612T000000",300000,3,3.25,1470,1235,"2",0,0,3,7,1180,290,2008,0,"98108",47.5537,-122.313,1470,1243 +"4058800439","20140623T000000",664950,5,3,3190,7081,"1",0,2,3,9,1890,1300,2013,0,"98178",47.509,-122.24,2270,7623 +"7853430180","20140716T000000",699188,4,3.25,3250,5478,"2",0,0,3,9,3250,0,2014,0,"98065",47.5178,-121.887,3250,5482 +"0982850120","20150303T000000",390000,3,2.25,1490,4539,"2",0,0,3,7,1490,0,2009,0,"98028",47.7607,-122.233,1750,4667 +"9476010120","20150321T000000",670000,5,2.75,2900,5155,"2",0,0,3,8,2900,0,2008,0,"98075",47.5977,-122.008,2900,6176 +"0005200087","20140709T000000",487000,4,2.5,2540,5001,"2",0,0,3,9,2540,0,2005,0,"98108",47.5423,-122.302,2360,6834 +"7308600040","20140723T000000",769995,5,2.75,3360,12080,"2",0,0,3,9,3360,0,2014,0,"98011",47.7757,-122.173,3360,9724 +"1498301048","20140508T000000",321950,2,1.25,860,1277,"2",0,0,3,7,860,0,2007,0,"98144",47.5842,-122.314,1280,1265 +"2738630040","20150427T000000",613500,4,2.5,3020,6068,"2",0,0,3,9,3020,0,2006,0,"98072",47.773,-122.16,3240,5757 +"6300500081","20140806T000000",300000,3,2.5,1330,1200,"3",0,0,3,7,1330,0,2002,0,"98133",47.7034,-122.344,1330,1206 +"3845100620","20141125T000000",400950,4,2.5,2578,4554,"2",0,0,3,9,2578,0,2014,0,"98092",47.2603,-122.194,2647,4554 +"0255450040","20140918T000000",389517,4,2.5,2640,4725,"2",0,0,3,8,2640,0,2014,0,"98038",47.371,-122.017,2370,4725 +"0880000211","20140821T000000",255000,3,1.75,1260,1133,"2",0,0,3,7,810,450,2011,0,"98106",47.5261,-122.361,1260,1172 +"2163900081","20150220T000000",1.08e+006,3,2.5,1990,1891,"3",0,0,3,9,1990,0,2012,0,"98102",47.6271,-122.324,1990,3600 +"7853370440","20141121T000000",637850,5,3.25,3340,4900,"2",0,2,3,9,2500,840,2014,0,"98065",47.5193,-121.877,3220,5200 +"3448900290","20140828T000000",636230,4,2.5,2840,6284,"2",0,0,3,9,2840,0,2013,0,"98056",47.5135,-122.169,2790,7168 +"0263000006","20141216T000000",375000,3,2.5,1530,1131,"3",0,0,3,8,1530,0,2009,0,"98103",47.6993,-122.346,1530,1445 +"1972200882","20140604T000000",586500,3,2.5,1780,1487,"3",0,0,3,8,1600,180,2006,0,"98107",47.6539,-122.351,1780,1300 +"7853270630","20150120T000000",544000,4,2.5,2340,6973,"2",0,0,3,8,1930,410,2005,0,"98065",47.5451,-121.882,2950,6908 +"7852130430","20140806T000000",425000,4,2.5,2390,5021,"2",0,0,3,7,2390,0,2002,0,"98065",47.5353,-121.879,2520,5333 +"7383450250","20150311T000000",374950,4,2.5,2090,3777,"2",0,0,3,8,2090,0,2012,0,"98038",47.3595,-122.042,2160,3993 +"3449000010","20150312T000000",294570,3,1,1140,8400,"1",0,0,4,7,1140,0,1960,0,"98059",47.5022,-122.144,1400,9000 +"2690100170","20141013T000000",300000,3,2.5,1960,1477,"2",0,0,3,7,1670,290,2012,0,"98059",47.4873,-122.166,1980,1467 +"9578500920","20140910T000000",395950,5,3.5,2738,6031,"2",0,0,3,8,2738,0,2014,0,"98023",47.2962,-122.35,2738,5201 +"8562900430","20140718T000000",800000,4,2.5,3691,11088,"2",0,1,3,8,3691,0,2013,0,"98074",47.6122,-122.059,3190,11270 +"1442880380","20140730T000000",439990,3,2.5,2340,5171,"2",0,0,3,8,2340,0,2013,0,"98045",47.4832,-121.772,2790,5684 +"3204930170","20141106T000000",680000,4,3.5,2510,3763,"2",0,0,3,8,1990,520,2013,0,"98052",47.7002,-122.103,2560,3820 +"4449800480","20150318T000000",677790,6,3,2800,4213,"2",0,0,3,8,2800,0,1998,0,"98117",47.6892,-122.389,1440,3960 +"3862710010","20150501T000000",424950,3,2.5,1650,4777,"2",0,0,3,8,1650,0,2013,0,"98065",47.5336,-121.841,1800,3331 +"0301402280","20150331T000000",223990,2,2.25,1061,2884,"2",0,0,3,7,1061,0,2013,0,"98002",47.346,-122.218,1481,2887 +"2867300170","20150513T000000",498000,4,2.5,3402,14355,"2",0,0,3,10,2846,556,2014,0,"98023",47.3009,-122.385,3402,8487 +"5635100080","20141031T000000",359950,4,2.5,2542,6120,"2",0,0,3,8,2542,0,2014,0,"98030",47.3751,-122.188,2419,8984 +"1624079024","20140515T000000",720000,3,2.5,3150,151588,"2",0,0,3,9,3150,0,2007,0,"98024",47.572,-121.926,2410,208652 +"9211010840","20141112T000000",530000,4,2.5,3010,9000,"2",0,0,3,8,3010,0,2008,0,"98059",47.4987,-122.147,3250,5531 +"7697000020","20141007T000000",295000,3,2.5,1660,4898,"2",0,0,3,7,1660,0,2011,0,"98038",47.3588,-122.044,1810,4462 +"3832050130","20141021T000000",255500,3,2.5,1770,5000,"2",0,0,3,7,1770,0,2009,0,"98042",47.3358,-122.051,2230,5200 +"3630240020","20140521T000000",556000,3,3,1960,1168,"2",0,0,3,9,1600,360,2007,0,"98027",47.5445,-122.014,2080,1423 +"1389600080","20140710T000000",277950,4,2.5,1889,6000,"2",0,0,3,7,1889,0,2012,0,"98001",47.2676,-122.256,1990,6350 +"2781230080","20150408T000000",431000,4,2.5,3040,6000,"2",0,0,3,9,3040,0,2007,0,"98038",47.3473,-122.03,2640,6000 +"7203100660","20141117T000000",780000,4,2.75,3420,6787,"2",0,0,3,9,3420,0,2010,0,"98053",47.6962,-122.023,3450,6137 +"1806900502","20141014T000000",649000,3,3.25,1720,936,"2",0,0,3,8,1030,690,2004,0,"98112",47.6201,-122.309,1720,1527 +"3022800010","20140714T000000",447000,3,2.5,1740,3043,"2",0,0,3,7,1740,0,2012,0,"98011",47.744,-122.181,1920,2869 +"6666830250","20140505T000000",712198,4,2.5,2450,4247,"2",0,0,3,8,2450,0,2013,0,"98052",47.7048,-122.113,2970,4685 +"7242800020","20140815T000000",277140,3,1.5,1190,785,"2",0,0,3,8,920,270,2014,0,"98052",47.6781,-122.117,2820,5626 +"2867300190","20140528T000000",363000,4,2.5,3753,7204,"2",0,0,3,10,3336,417,2008,0,"98023",47.3011,-122.385,3494,9375 +"8564860130","20150202T000000",598992,5,3.5,3440,6037,"2",0,0,3,9,3440,0,2014,0,"98045",47.4765,-121.734,3270,6037 +"2770603522","20141211T000000",585000,3,2.5,2160,1250,"3",0,0,3,8,1830,330,2010,0,"98119",47.6515,-122.375,1870,2825 +"9544200422","20140731T000000",1.27495e+006,4,2.75,3820,8850,"2",0,0,3,10,3820,0,2014,0,"98033",47.6506,-122.195,2330,12000 +"4253400104","20150212T000000",380950,2,2,1120,1039,"2",0,0,3,7,840,280,2007,0,"98144",47.5788,-122.315,1130,5400 +"1085622890","20140708T000000",333490,4,2.5,2250,3916,"2",0,0,3,8,2250,0,2014,0,"98003",47.3413,-122.18,2156,3920 +"9268851630","20140604T000000",520000,3,3.25,1540,1487,"2",0,0,3,8,1540,0,2011,0,"98027",47.5397,-122.027,1620,1104 +"8562780190","20141007T000000",315000,2,2.25,1240,705,"2",0,0,3,7,1150,90,2009,0,"98027",47.5321,-122.073,1240,750 +"2767600686","20150331T000000",487000,2,1.5,1160,1118,"2",0,0,3,8,1020,140,2007,0,"98117",47.6754,-122.375,1210,1118 +"7207900080","20140808T000000",424950,5,3.5,2760,3865,"2.5",0,0,3,8,2760,0,2013,0,"98056",47.5049,-122.17,2590,4587 +"2770601457","20150210T000000",542300,3,2.25,1580,1487,"3",0,0,3,9,1580,0,2013,0,"98199",47.6514,-122.386,1600,1525 +"1773100920","20141211T000000",320000,3,3.25,1480,1192,"2",0,0,3,8,1180,300,2013,0,"98106",47.5556,-122.363,1330,1094 +"1024069027","20140723T000000",1.13999e+006,4,3.25,3740,11467,"2",0,0,3,10,3740,0,2014,0,"98029",47.581,-122.022,2510,27520 +"7853361310","20141215T000000",425000,4,2.5,1950,5000,"2",0,0,3,8,1950,0,2012,0,"98065",47.515,-121.872,2710,5000 +"6824100029","20141031T000000",474950,3,3,1530,1568,"3",0,0,3,8,1530,0,2012,0,"98117",47.6998,-122.367,1460,1224 +"0255450250","20140804T000000",307635,3,2.5,1820,4200,"2",0,0,3,8,1820,0,2014,0,"98038",47.3693,-122.017,2370,4200 +"2428100130","20141210T000000",834538,3,2.5,2760,6187,"2",0,0,3,10,2760,0,2014,0,"98075",47.5821,-122.047,2760,6600 +"1042700050","20140723T000000",769995,5,2.75,3010,5398,"2",0,0,3,9,3010,0,2014,0,"98074",47.6067,-122.053,3360,5407 +"7853280250","20150424T000000",820875,5,3.25,3860,9387,"2",0,2,3,9,3860,0,2006,0,"98065",47.538,-121.858,3860,8979 +"7853410170","20150316T000000",595500,4,2.5,2490,6537,"2",0,0,3,8,2490,0,2013,0,"98065",47.5185,-121.884,2520,5848 +"2708450020","20140912T000000",450000,4,2.5,3236,9608,"2",0,0,3,10,3236,0,2005,0,"98030",47.3838,-122.195,3236,9660 +"7852140170","20150421T000000",695000,4,2.5,2830,14538,"2",0,0,3,8,2830,0,2003,0,"98065",47.5405,-121.882,2270,6939 +"1459920010","20150323T000000",300000,3,2,1451,7159,"1",0,0,3,7,1451,0,2010,0,"98042",47.3754,-122.163,2303,6126 +"3438500250","20140623T000000",515000,5,3.25,2910,5027,"2",0,0,3,8,2040,870,2013,0,"98106",47.5543,-122.359,2910,5027 +"1890000169","20140903T000000",545000,3,2.5,1280,1845,"3",0,0,3,8,1280,0,2009,0,"98105",47.662,-122.324,1450,1889 +"1250200414","20150218T000000",365000,3,2.25,1110,979,"2",0,0,3,7,960,150,2008,0,"98144",47.5999,-122.3,1170,1400 +"2564900470","20140714T000000",718500,4,2.75,2840,8800,"2",0,0,3,9,2840,0,2008,0,"98033",47.7029,-122.171,1840,7700 +"2895800780","20150401T000000",279800,3,1.75,1410,2052,"2",0,0,3,8,1410,0,2014,0,"98106",47.5171,-122.347,1410,1988 +"6306800050","20140925T000000",486940,4,2.5,3250,13360,"2",0,0,3,9,3250,0,2014,0,"98030",47.3524,-122.198,2612,14448 +"6928000605","20140626T000000",525000,4,2.75,3030,6625,"2",0,0,3,8,3030,0,2011,0,"98059",47.4815,-122.152,3030,9620 +"3814900950","20140725T000000",345000,4,2.5,1983,6002,"2",0,0,3,9,1983,0,2012,0,"98092",47.3281,-122.164,2502,4750 +"8562770080","20141030T000000",613000,3,3.25,2440,2812,"2",0,0,3,8,1710,730,2005,0,"98027",47.5362,-122.072,2440,2836 +"3831250130","20140825T000000",370000,3,2.5,2313,5700,"2",0,0,3,9,2313,0,2011,0,"98030",47.3572,-122.202,2323,5701 +"3629990020","20141002T000000",449500,3,2.25,1260,2556,"2",0,0,3,7,1260,0,2005,0,"98029",47.5482,-121.998,1630,2844 +"9532000010","20150416T000000",515000,3,2.5,2000,3837,"2",0,0,3,8,2000,0,2011,0,"98072",47.7713,-122.167,2210,4075 +"8562780430","20150504T000000",346100,2,1.75,1150,698,"2",0,0,3,7,1150,0,2013,0,"98027",47.5323,-122.071,1150,757 +"2781230020","20141209T000000",398500,4,2.5,2820,6666,"2",0,0,3,9,2820,0,2007,0,"98038",47.3473,-122.031,1880,7200 +"8658301060","20140820T000000",310000,2,1.75,1160,2500,"2",0,0,3,7,1160,0,2008,0,"98014",47.6489,-121.911,970,7500 +"0301402140","20150226T000000",250000,3,2.25,1481,2820,"2",0,0,3,7,1481,0,2012,0,"98002",47.3457,-122.217,1481,2889 +"8923600020","20140806T000000",1.88e+006,5,3.5,4390,6220,"2",0,3,3,9,3170,1220,2013,0,"98115",47.6789,-122.273,2740,6448 +"8725950020","20140827T000000",695000,2,1.75,1570,1207,"3",0,0,3,9,1570,0,2007,0,"98004",47.6215,-122.201,1570,1206 +"1121000357","20140827T000000",1.085e+006,4,3,3410,6541,"2",0,2,3,9,2680,730,2007,0,"98126",47.5416,-122.38,2300,6345 +"1042700290","20140804T000000",864327,5,3.25,3480,6507,"2",0,0,3,9,3480,0,2014,0,"98074",47.607,-122.053,3360,5398 +"7308600010","20140616T000000",749995,4,3.25,3430,9870,"2",0,0,3,9,3430,0,2014,0,"98011",47.776,-122.173,3360,9724 +"7708210050","20140610T000000",525000,5,2.75,2880,8364,"2",0,0,3,9,2880,0,2006,0,"98059",47.4893,-122.147,3010,8296 +"5631500285","20141121T000000",659950,3,2.5,2990,9413,"2",0,0,3,10,2990,0,2006,0,"98028",47.7341,-122.234,1940,9600 +"0524059063","20140506T000000",1.8e+006,5,5,4490,10279,"2",0,0,3,10,3930,560,2013,0,"98004",47.5974,-122.202,2490,10279 +"7203160190","20141029T000000",950000,5,4,4100,8120,"2",0,0,3,9,4100,0,2011,0,"98053",47.6917,-122.02,4100,7625 +"1692900095","20140618T000000",1.39995e+006,4,2.75,3870,10046,"2",0,0,3,11,3870,0,2005,0,"98033",47.6651,-122.191,3560,10046 +"3438500346","20140702T000000",265050,2,1.5,800,2119,"2",0,0,3,7,800,0,2008,0,"98106",47.554,-122.362,1020,4800 +"9268850290","20150306T000000",450000,3,2.25,1620,1057,"3",0,0,3,8,1540,80,2009,0,"98027",47.5396,-122.026,1390,942 +"2419700080","20150505T000000",915000,4,2.5,2910,4356,"3",0,0,3,8,2910,0,2010,0,"98034",47.6705,-122.146,2840,4181 +"1235700052","20140630T000000",963000,4,3.25,3530,8589,"2",0,0,3,10,3530,0,2007,0,"98033",47.6975,-122.195,2470,9019 +"4233800020","20141008T000000",270000,4,2.5,2701,5821,"2",0,0,3,7,2701,0,2013,0,"98092",47.2873,-122.177,2566,5843 +"3278612570","20140724T000000",294000,2,2.5,1380,889,"2",0,0,3,7,1140,240,2012,0,"98126",47.5441,-122.369,1580,1397 +"6638900461","20140605T000000",700000,3,2.5,2050,4185,"2",0,0,3,9,2050,0,2011,0,"98117",47.6922,-122.371,1150,5000 +"4233600190","20150316T000000",1.065e+006,3,4,3370,8252,"2",0,0,3,10,3370,0,2014,0,"98075",47.5965,-122.013,3710,8252 +"7987400285","20150429T000000",494900,3,2.5,2040,2500,"2",0,0,3,7,1470,570,2008,0,"98126",47.573,-122.372,1410,2500 +"9532000500","20140801T000000",415000,3,2.5,1610,3600,"2",0,0,3,8,1610,0,2010,0,"98072",47.771,-122.169,2210,3600 +"8564860280","20140502T000000",459990,3,2.5,2680,5539,"2",0,0,3,8,2680,0,2013,0,"98045",47.4761,-121.734,2990,6037 +"8691440440","20141003T000000",882990,4,3.5,3560,6562,"2",0,0,3,10,3560,0,2014,0,"98075",47.5929,-121.974,3710,6562 +"1099950050","20141229T000000",620000,4,3.5,3880,8244,"2",0,0,3,10,3060,820,2007,0,"98019",47.7426,-121.976,3180,10947 +"3304040130","20150212T000000",375900,3,2,1824,7120,"1",0,0,3,9,1824,0,2010,0,"98001",47.3457,-122.27,2409,6264 +"8562790480","20141006T000000",654000,3,2.5,2220,2873,"2",0,0,3,10,2010,210,2012,0,"98027",47.5311,-122.074,2290,3213 +"4457300005","20150325T000000",1.8399e+006,4,3.25,4140,11007,"2",0,0,3,10,4140,0,2013,0,"98040",47.5707,-122.217,2150,9663 +"8856003839","20141210T000000",215000,3,2.5,1322,6006,"2",0,0,3,7,1322,0,2009,0,"98001",47.2706,-122.254,1440,6796 +"1972200728","20141124T000000",630500,3,2.5,1909,1300,"3",0,0,3,8,1766,143,2006,0,"98103",47.6538,-122.352,1780,1248 +"8691420050","20141107T000000",855000,4,3.5,3460,7702,"2",0,0,3,10,3460,0,2010,0,"98075",47.5942,-121.977,3380,7464 +"6601200020","20150127T000000",235245,4,2.5,1954,5075,"2",0,0,3,8,1954,0,2007,0,"98001",47.2606,-122.253,1934,5000 +"0200480020","20140710T000000",770000,5,2.5,3000,7912,"1",0,0,3,9,1610,1390,2007,0,"98033",47.6765,-122.175,2700,7205 +"7203170190","20140619T000000",734990,4,2.5,2650,6884,"2",0,0,3,8,2650,0,2012,0,"98053",47.6901,-122.015,2520,5866 +"3885802134","20150109T000000",880000,4,2.5,2580,3436,"2",0,0,3,8,2580,0,2013,0,"98033",47.6853,-122.21,1780,5772 +"9578060420","20150114T000000",525000,4,3,2650,4924,"2",0,0,3,8,2650,0,2011,0,"98028",47.7734,-122.238,2380,4733 +"3630200080","20140807T000000",775000,4,3.5,3390,3960,"2",0,0,3,10,3390,0,2008,0,"98027",47.5406,-121.995,2990,3400 +"3876900089","20150430T000000",687015,3,1.75,1470,873,"3",0,0,3,10,1470,0,2009,0,"98119",47.6256,-122.362,1410,967 +"3630130130","20141112T000000",663000,3,2.5,1910,5125,"2",0,0,3,9,1910,0,2006,0,"98029",47.5481,-121.995,1910,3215 +"3326059253","20150330T000000",815000,4,2.5,3030,7187,"2",0,0,3,9,3030,0,2005,0,"98033",47.6934,-122.166,3030,7187 +"2224069109","20150427T000000",1.05e+006,4,3.25,2930,25020,"2",0,0,3,9,2930,0,2013,0,"98029",47.5514,-122.023,2400,32374 +"3862700020","20150423T000000",433190,3,2.5,1650,2787,"2",0,0,3,8,1650,0,2014,0,"98065",47.5336,-121.838,1760,2787 +"3629980080","20141210T000000",725000,4,2.5,2870,5118,"2",0,0,3,9,2870,0,2006,0,"98029",47.5544,-121.99,2940,4800 +"7299600950","20150408T000000",279950,3,2.5,1608,4800,"2",0,0,3,8,1608,0,2013,0,"98092",47.2585,-122.201,2009,4800 +"5528600005","20150327T000000",272167,2,2.5,1620,3795,"2",0,0,3,7,1620,0,2014,0,"98027",47.5321,-122.034,1620,6000 +"3052700419","20140616T000000",468500,3,2.5,1350,1186,"2",0,0,3,8,1120,230,2007,0,"98117",47.6786,-122.375,1500,1605 +"9542840630","20140602T000000",298000,3,2.5,1950,3600,"2",0,0,3,7,1950,0,2010,0,"98038",47.3658,-122.021,1870,4184 +"7896300592","20150114T000000",303500,6,4.5,3390,7200,"2",0,0,3,8,2440,950,2007,0,"98118",47.5205,-122.288,2040,7214 +"9268850480","20150410T000000",308000,3,1.75,1300,1237,"2",0,0,3,7,1060,240,2008,0,"98027",47.539,-122.026,1350,942 +"3629700020","20150415T000000",646800,3,3,2230,1407,"2.5",0,0,3,8,1850,380,2014,0,"98027",47.5446,-122.017,2230,1407 +"8648900010","20150102T000000",530200,4,2.5,1880,3853,"2",0,0,3,8,1880,0,2010,0,"98027",47.5636,-122.094,1890,3078 +"5422950170","20141112T000000",405000,5,2.5,3370,5092,"2",0,0,3,7,3370,0,2006,0,"98038",47.3594,-122.036,2910,5092 +"2768200213","20140724T000000",529000,2,2.5,1320,1395,"2",0,0,3,8,990,330,2014,0,"98107",47.6689,-122.362,1550,1519 +"0642150080","20140908T000000",675900,3,2.5,2920,9096,"2",0,0,3,9,2920,0,2013,0,"98059",47.4855,-122.149,2930,7995 +"2770601912","20150402T000000",570000,3,3.25,1550,1280,"2",0,0,3,9,1220,330,2013,0,"98199",47.6493,-122.384,1550,1579 +"3304040020","20141226T000000",375500,4,2.5,2301,6452,"2",0,0,3,9,2301,0,2010,0,"98001",47.346,-122.269,2650,6054 +"3629960170","20141021T000000",445000,3,3.25,1710,1960,"2",0,0,3,8,1360,350,2004,0,"98029",47.5479,-122.003,1420,955 +"1238900130","20150105T000000",1.1e+006,4,3.75,2890,4164,"2",0,0,3,9,2240,650,2013,0,"98033",47.676,-122.197,2354,3207 +"6056100114","20140825T000000",477000,3,2.5,2100,5060,"2",0,0,3,7,2100,0,2006,0,"98108",47.563,-122.298,1520,2468 +"4140940130","20141121T000000",450000,3,2.75,2240,3360,"2",0,0,3,8,2100,140,2014,0,"98178",47.4999,-122.232,1790,5873 +"6824100007","20150326T000000",427005,3,3,1460,1200,"3",0,0,3,8,1460,0,2006,0,"98117",47.7,-122.367,1460,1245 +"1959700225","20150224T000000",720000,3,1.75,1370,1990,"3",0,0,3,9,1370,0,2014,0,"98102",47.6434,-122.324,1730,1990 +"0518500460","20141008T000000",2.23e+006,3,3.5,3760,5634,"2",1,4,3,11,2830,930,2014,0,"98056",47.5285,-122.205,3560,5762 +"0923059252","20140527T000000",450800,4,3.25,2510,5311,"2",0,0,3,9,2510,0,2009,0,"98056",47.5028,-122.17,1590,9583 +"3052700213","20140829T000000",461100,2,2.25,1210,1267,"2",0,0,3,8,1120,90,2010,0,"98117",47.6783,-122.376,1360,1349 +"2428100080","20141001T000000",1.0616e+006,4,3,2990,6695,"2",0,0,3,10,2990,0,2014,0,"98075",47.5817,-122.047,2760,6600 +"9276202130","20150408T000000",590000,3,2.5,1710,2875,"2",0,0,3,8,1710,0,2006,0,"98116",47.5787,-122.392,1640,5750 +"3845100670","20140716T000000",478830,4,2.5,3274,4950,"2",0,0,3,9,3274,0,2014,0,"98092",47.2603,-122.195,2578,4200 +"4319200675","20140709T000000",760000,4,2.25,3300,8365,"3",0,0,3,9,3300,0,2014,0,"98126",47.5363,-122.377,1290,8369 +"0323059327","20140703T000000",1.025e+006,4,3.5,4370,10860,"2",0,0,3,11,4370,0,2008,0,"98059",47.5066,-122.148,3560,8070 +"3448720020","20140613T000000",385000,4,2.5,2050,5276,"2",0,0,3,7,2050,0,2006,0,"98059",47.491,-122.15,2480,5447 +"7234600832","20140516T000000",500000,2,2.5,1310,1500,"2",0,0,3,8,1160,150,2006,0,"98122",47.6112,-122.309,1320,1581 +"4045500950","20150415T000000",425000,3,1.5,1680,8000,"1.5",0,0,3,7,1680,0,2012,0,"98014",47.6923,-121.869,1990,26336 +"7234600098","20140905T000000",552100,3,3,1330,1379,"2",0,0,4,8,1120,210,2005,0,"98122",47.6126,-122.313,1810,1770 +"0666000143","20141229T000000",785000,3,3,1950,1983,"3",0,0,3,9,1610,340,2009,0,"98004",47.6078,-122.202,2040,2131 +"3343903611","20150323T000000",615000,5,3.25,3090,7069,"2",0,0,3,9,3090,0,2012,0,"98056",47.5114,-122.196,2480,8000 +"1760650950","20150423T000000",309000,3,2.5,1950,3825,"2",0,0,3,7,1950,0,2013,0,"98042",47.3588,-122.082,1950,3825 +"5100403818","20150220T000000",369500,3,2,1108,1128,"3",0,0,3,7,1108,0,2009,0,"98115",47.6961,-122.318,1285,1253 +"2325400170","20150211T000000",391000,4,2.25,2190,3850,"2",0,0,3,7,2190,0,2006,0,"98059",47.4861,-122.161,2190,3980 +"5700000446","20141029T000000",465000,3,1.75,1590,1322,"2",0,0,3,8,1060,530,2014,0,"98144",47.5753,-122.294,1530,5400 +"9492500010","20140606T000000",879950,4,2.75,3010,7215,"2",0,0,3,9,3010,0,2014,0,"98033",47.6952,-122.178,3010,7215 +"2461900446","20141023T000000",372000,3,2,1330,1042,"2",0,0,3,8,1060,270,2014,0,"98136",47.5522,-122.382,1440,2428 +"8669160170","20140522T000000",259000,3,2.5,1550,3569,"2",0,0,3,7,1550,0,2011,0,"98002",47.3528,-122.211,2095,3402 +"3644100101","20140707T000000",374000,2,1.5,1260,1575,"2",0,0,3,7,1260,0,2001,0,"98144",47.5914,-122.295,1220,1740 +"7852090680","20150305T000000",561000,4,2.5,2550,5395,"2",0,0,3,8,2550,0,2001,0,"98065",47.5355,-121.874,2850,6109 +"5693501028","20150403T000000",610000,3,2.5,1300,1331,"3",0,0,3,8,1300,0,2007,0,"98103",47.6607,-122.352,1450,5270 +"3629700080","20150108T000000",635000,3,3,2230,1407,"2.5",0,0,3,8,1850,380,2014,0,"98027",47.5446,-122.017,2290,1407 +"3278600680","20140627T000000",235000,1,1.5,1170,1456,"2",0,0,3,8,1070,100,2007,0,"98126",47.5493,-122.372,1360,1730 +"2738640470","20140716T000000",623300,4,3.5,4170,4524,"2",0,0,3,9,3500,670,2007,0,"98072",47.7726,-122.162,3510,5001 +"7853320950","20141023T000000",412500,3,2,1680,5246,"1",0,0,3,7,1680,0,2007,0,"98065",47.5206,-121.868,2430,6883 +"5635100050","20141121T000000",380000,4,3.25,2864,8035,"3",0,0,3,8,2864,0,2014,0,"98030",47.3746,-122.189,2419,8984 +"3629990280","20140623T000000",497000,3,2.25,1630,3817,"2",0,0,3,7,1630,0,2005,0,"98029",47.5485,-121.999,1630,3348 +"6306800020","20141111T000000",452000,4,2.5,2716,7850,"2",0,0,3,9,2716,0,2014,0,"98030",47.352,-122.197,2580,14448 +"7697000170","20141025T000000",312000,3,2.5,1750,4076,"2",0,0,3,7,1750,0,2013,0,"98038",47.3597,-122.045,1810,4090 +"5057100080","20140919T000000",469950,5,3,3223,6371,"2",0,0,3,9,3223,0,2014,0,"98042",47.3588,-122.163,1979,19030 +"5276200020","20140805T000000",775000,5,2.5,2600,4284,"2",0,0,3,9,2600,0,2014,0,"98136",47.5409,-122.39,1620,5000 +"5727500006","20150427T000000",679990,4,2.75,3320,8653,"2",0,0,3,8,3320,0,2014,0,"98133",47.7521,-122.334,2140,8727 +"9268850130","20140627T000000",288790,4,2,1350,942,"3",0,0,3,7,1350,0,2008,0,"98027",47.5401,-122.026,1390,942 +"9293000170","20150408T000000",800000,5,2.5,3410,4726,"2",0,0,3,9,3410,0,2007,0,"98006",47.5459,-122.184,2810,5129 +"7299601870","20150427T000000",299000,3,2.5,1572,4000,"2",0,0,3,8,1572,0,2013,0,"98092",47.2615,-122.198,1608,5175 +"1760650500","20150129T000000",332000,4,2.5,2300,4482,"2",0,0,3,7,2300,0,2013,0,"98042",47.3599,-122.082,2300,3825 +"7174800094","20150420T000000",525000,1,1.5,1030,5923,"1",0,0,3,8,1030,0,1940,0,"98105",47.6653,-122.305,2650,5000 +"6909200007","20140903T000000",620000,3,1.75,1458,858,"2",0,0,3,8,950,508,2014,0,"98144",47.592,-122.293,1458,3000 +"7853321150","20141103T000000",452000,4,2.5,2190,6896,"2",0,0,3,7,2190,0,2007,0,"98065",47.5191,-121.869,2190,5900 +"1105000402","20141028T000000",630000,4,3,3640,5096,"2",0,0,3,8,2740,900,2010,0,"98118",47.5428,-122.27,1910,9189 +"1442870420","20140724T000000",485000,4,2.75,2790,7803,"2",0,0,3,8,2790,0,2013,0,"98045",47.4823,-121.772,2620,6178 +"3682000050","20141013T000000",349950,4,2.5,2632,4117,"2",0,0,3,8,2632,0,2013,0,"98001",47.3428,-122.278,2040,5195 +"1442880080","20140701T000000",499990,4,2.75,2910,6334,"2",0,0,3,8,2910,0,2013,0,"98045",47.4826,-121.771,2790,6352 +"7169500020","20141205T000000",510000,2,2.25,1470,1101,"2",0,0,3,8,1340,130,2005,0,"98115",47.6768,-122.301,1470,1582 +"2911700010","20150303T000000",1.08e+006,3,2.5,2240,21477,"2",0,2,3,8,2240,0,1995,0,"98006",47.5745,-122.18,2930,21569 +"9578060470","20140508T000000",494000,3,2.5,2310,4729,"2",0,0,3,8,2310,0,2011,0,"98028",47.7734,-122.237,2440,4711 +"1776460190","20140626T000000",429900,3,2.5,2370,5353,"2",0,0,3,8,2370,0,2009,0,"98019",47.7333,-121.975,2130,6850 +"3449500050","20141015T000000",505000,4,2.75,2980,9825,"1",0,0,3,8,1910,1070,2007,0,"98056",47.5073,-122.172,2580,12231 +"2309710130","20140715T000000",272000,4,2,1870,6551,"1",0,3,3,7,1870,0,2009,0,"98022",47.1934,-121.977,2280,5331 +"1972201511","20150210T000000",671500,3,2.5,1770,1714,"3",0,0,3,8,1770,0,2012,0,"98103",47.6532,-122.348,1720,3360 +"7852120050","20150311T000000",729950,4,3.5,3510,10010,"2",0,0,3,10,3510,0,2001,0,"98065",47.5412,-121.876,4200,9935 +"3814900660","20140721T000000",471835,4,2.5,3281,5354,"2",0,0,3,9,3281,0,2014,0,"98092",47.3273,-122.163,2598,4815 +"8141310080","20141103T000000",249950,3,2,1670,4438,"1",0,0,3,7,1670,0,2014,0,"98022",47.1948,-121.974,1670,4558 +"7207900050","20140808T000000",424950,5,3.5,2760,3846,"2.5",0,0,3,8,2760,0,2013,0,"98056",47.5047,-122.17,2760,4587 +"2424059163","20140709T000000",1.24e+006,5,3.5,5430,10327,"2",0,2,3,10,4010,1420,2007,0,"98006",47.5476,-122.116,4340,10324 +"2140950130","20140911T000000",440000,4,2.5,2990,7928,"2",0,0,3,9,2990,0,2011,0,"98010",47.3139,-122.024,2810,7401 +"1776230190","20150408T000000",495000,4,3.5,3170,3858,"2",0,0,3,8,2530,640,2008,0,"98059",47.5049,-122.155,2640,3844 +"3524039224","20140513T000000",870000,4,2.5,3520,6773,"2.5",0,0,3,9,2650,870,2006,0,"98136",47.5317,-122.391,2930,6458 +"5694500840","20141125T000000",559000,2,3,1650,960,"3",0,0,3,8,1350,300,2015,0,"98103",47.6611,-122.346,1650,3000 +"4014400381","20140507T000000",495000,4,2.75,2656,21195,"2",0,0,3,9,2656,0,2014,0,"98001",47.3162,-122.272,1860,16510 +"2838000130","20150213T000000",722000,3,2.5,2230,4850,"2",0,0,3,8,2230,0,2014,0,"98133",47.7295,-122.334,2230,4513 +"8562770430","20140702T000000",567500,3,2.5,2280,2502,"2",0,0,3,8,1880,400,2006,0,"98027",47.5364,-122.073,2280,2812 +"1402970020","20141217T000000",440000,4,2.5,2798,5085,"2",0,0,3,9,2798,0,2011,0,"98092",47.3308,-122.187,2502,5707 +"3943600020","20140829T000000",400000,4,2.5,2398,5988,"2",0,0,3,8,2398,0,2008,0,"98055",47.452,-122.204,2370,5988 +"1438000430","20141006T000000",459995,4,2.5,2350,3760,"2",0,0,3,8,2350,0,2014,0,"98059",47.4786,-122.123,2590,4136 +"1601600167","20140507T000000",365000,5,2.75,2410,5003,"1",0,0,3,7,1410,1000,2008,0,"98118",47.5298,-122.274,1590,5003 +"1773100541","20150417T000000",389950,3,2.25,1580,920,"3",0,0,3,8,1580,0,2015,0,"98106",47.5578,-122.363,1250,1150 +"1773100924","20140708T000000",320000,3,3.25,1450,1387,"2",0,0,3,8,1180,270,2013,0,"98106",47.5556,-122.362,1450,1198 +"0982850080","20140613T000000",415500,4,2.5,1750,4779,"2",0,0,3,7,1750,0,2009,0,"98028",47.7608,-122.232,1580,4687 +"7628700050","20150309T000000",775000,3,2.5,3020,4120,"2",0,0,3,9,2360,660,2008,0,"98126",47.5714,-122.373,2280,4120 +"8673400020","20150311T000000",590000,3,3,1740,1100,"3",0,0,3,8,1740,0,2007,0,"98107",47.67,-122.391,1370,1180 +"8725950170","20150123T000000",950000,2,2.25,2200,2043,"2",0,0,3,9,1760,440,2007,0,"98004",47.6213,-122.2,2020,1957 +"6306800080","20140806T000000",378950,4,2.5,1867,15314,"2",0,0,3,9,1867,0,2013,0,"98030",47.3524,-122.198,2616,8048 +"3362401763","20140508T000000",441750,2,1.5,1020,1060,"3",0,0,3,8,1020,0,2008,0,"98103",47.6801,-122.348,1340,1415 +"0301401630","20141031T000000",335900,4,2.75,2475,4000,"2",0,0,3,7,2475,0,2014,0,"98002",47.345,-122.209,2475,4000 +"6056110780","20140627T000000",229800,2,1.75,1110,1773,"2",0,0,3,8,1110,0,2014,0,"98108",47.5647,-122.293,1420,2855 +"6819100352","20150310T000000",645000,3,2.5,1900,1258,"2.5",0,0,3,7,1700,200,2007,0,"98119",47.6465,-122.358,1780,1877 +"9297302031","20150423T000000",448000,3,3.25,1560,1345,"2",0,0,3,8,1260,300,2009,0,"98126",47.5637,-122.375,1560,4800 +"7203150080","20141216T000000",706000,4,2.5,2510,5436,"2",0,0,3,8,2510,0,2011,0,"98053",47.6894,-122.016,2520,5436 +"2937300050","20150227T000000",988990,4,4.75,4150,6303,"3",0,0,3,9,4150,0,2014,0,"98052",47.7047,-122.123,3570,6285 +"9521100029","20140716T000000",716000,3,3,1660,1849,"3",0,0,3,9,1660,0,2013,0,"98103",47.6649,-122.353,1660,3300 +"0832700170","20150421T000000",319000,2,1.5,1090,847,"3",0,0,3,8,1090,0,2009,0,"98133",47.7235,-122.352,1090,1118 +"6817750440","20141014T000000",300000,4,2.5,1914,3272,"2",0,0,3,8,1914,0,2009,0,"98055",47.4297,-122.189,1714,3250 +"0123059127","20140502T000000",625000,4,3.25,2730,54014,"1",0,0,3,9,1560,1170,2007,0,"98059",47.5133,-122.11,2730,111274 +"3630200430","20140514T000000",773000,3,2.75,2470,3600,"2",0,0,3,9,2470,0,2007,0,"98029",47.5406,-121.994,2570,3600 +"3448740430","20140925T000000",392000,5,2.5,2340,5670,"2",0,0,3,7,2340,0,2009,0,"98059",47.4913,-122.152,2190,4869 +"1438000190","20140911T000000",549995,4,3.5,2660,5690,"2",0,0,3,8,1920,740,2014,0,"98059",47.4775,-122.122,2970,5690 +"7853320250","20140920T000000",480000,3,2.5,2410,4656,"2",0,0,3,7,2410,0,2009,0,"98065",47.5203,-121.874,2410,4840 +"0100300280","20141020T000000",355000,3,2.25,1430,4777,"2",0,0,3,7,1430,0,2010,0,"98059",47.4867,-122.152,1639,3854 +"8862500280","20141230T000000",208400,2,2.5,1570,1268,"3",0,0,3,7,1570,0,2007,0,"98106",47.534,-122.365,1570,1300 +"1042700080","20140822T000000",831548,5,2.75,3010,4919,"2",0,0,3,9,3010,0,2014,0,"98074",47.6067,-122.052,3230,5415 +"4051150080","20141117T000000",279500,4,2.5,1613,4338,"2",0,0,3,7,1613,0,2009,0,"98042",47.3859,-122.162,1427,4341 +"5592200010","20150227T000000",445000,3,2.5,2380,5269,"2",0,0,3,8,2380,0,2008,0,"98056",47.5066,-122.192,2150,7600 +"7787920080","20140616T000000",492500,5,2.5,2570,9962,"2",0,0,3,8,2570,0,2006,0,"98019",47.7275,-121.957,2890,9075 +"3448740190","20140709T000000",435000,4,2.5,2550,5200,"2",0,0,3,7,2550,0,2009,0,"98059",47.4919,-122.153,2550,4660 +"8822900122","20150512T000000",325000,3,2.25,1330,969,"3",0,0,3,7,1330,0,2007,0,"98125",47.7177,-122.292,1310,1941 +"4083300098","20141117T000000",453000,2,1.5,1160,1269,"2",0,0,3,7,970,190,2005,0,"98103",47.6608,-122.335,1700,3150 +"1438000170","20140822T000000",612995,5,3.5,3240,6919,"2",0,0,3,8,2760,480,2014,0,"98059",47.4779,-122.122,2970,5690 +"7853360480","20140904T000000",540000,4,2.5,2710,9248,"2",0,0,3,7,2710,0,2011,0,"98065",47.5164,-121.875,2710,5000 +"0522059130","20150429T000000",465000,3,1,1150,18200,"1",0,0,5,7,1150,0,1959,0,"98058",47.4262,-122.187,1714,18200 +"4385700185","20140812T000000",799950,3,2.25,1860,1386,"3",0,0,3,9,1860,0,2014,0,"98112",47.6368,-122.279,1680,3080 +"2768301476","20141124T000000",495000,3,2.25,1280,1517,"2",0,0,3,8,1080,200,2008,0,"98107",47.6651,-122.368,1280,1681 +"1862400541","20150228T000000",579950,3,2.5,1810,1585,"3",0,0,3,7,1810,0,2014,0,"98117",47.6957,-122.376,1560,1586 +"8562780280","20150220T000000",331000,2,2.25,1240,720,"2",0,0,3,7,1150,90,2008,0,"98027",47.5322,-122.072,1260,810 +"9528101061","20140825T000000",580000,4,3.5,1460,951,"3",0,0,3,8,1460,0,2008,0,"98115",47.6821,-122.326,1430,1282 +"6056110460","20150414T000000",669000,2,2.5,1640,1953,"2",0,0,3,10,1640,0,2014,0,"98118",47.5639,-122.292,1820,2653 +"2154970020","20140703T000000",2.35196e+006,4,4.25,5010,19412,"2",0,1,3,11,4000,1010,2014,0,"98040",47.5455,-122.211,3820,17064 +"5694500497","20150116T000000",539900,3,3.25,1300,1325,"2",0,0,3,8,1080,220,2005,0,"98103",47.6584,-122.346,1290,1323 +"7708200670","20140723T000000",490000,4,2.5,2510,4349,"2",0,0,3,8,2510,0,2010,0,"98059",47.4927,-122.147,2510,4314 +"8562770050","20140527T000000",627000,3,3.5,2710,3475,"2",0,0,3,8,1650,1060,2005,0,"98027",47.5359,-122.072,2440,2867 +"1441000470","20140728T000000",458000,4,3.5,3217,4000,"2",0,0,3,8,2587,630,2008,0,"98055",47.4483,-122.203,2996,5418 +"6056100293","20141110T000000",440000,3,2.5,1650,4929,"2",0,0,3,7,1520,130,2007,0,"98108",47.5634,-122.298,1520,2287 +"6600000050","20150310T000000",1.698e+006,4,3.5,3950,6240,"2",0,0,3,11,3950,0,2015,0,"98112",47.6221,-122.29,2040,6240 +"1732800199","20150511T000000",935000,2,2.5,1680,977,"3",0,0,3,9,1680,0,2009,0,"98119",47.632,-122.361,1680,977 +"7853360470","20150417T000000",641000,5,3.5,3420,6403,"2",0,2,3,8,2700,720,2013,0,"98065",47.5162,-121.874,2710,6038 +"3438501583","20140911T000000",452000,3,2.75,2300,5090,"2",0,0,3,8,1700,600,2007,0,"98106",47.545,-122.36,1530,9100 +"7853370250","20141223T000000",625000,4,2.75,3010,6854,"2",0,2,3,9,2570,440,2012,0,"98065",47.5171,-121.876,1830,2952 +"2387600010","20150303T000000",1.35e+006,4,3.5,4680,12495,"2",0,0,3,10,3040,1640,2008,0,"98033",47.6984,-122.206,3240,10749 +"8946780080","20140908T000000",834950,5,3.5,3630,4911,"2",0,0,3,9,2790,840,2014,0,"98034",47.718,-122.156,3600,4992 +"9402800005","20141028T000000",1.5e+006,3,3.5,3530,3610,"2",0,0,3,10,2370,1160,2008,0,"98103",47.6857,-122.339,1780,3610 +"5422950080","20140825T000000",305000,4,2.5,2280,3800,"2",0,0,3,7,2280,0,2006,0,"98038",47.3586,-122.036,2630,4045 +"2826079027","20141112T000000",659000,3,2.5,3090,384634,"2",0,0,3,8,3090,0,2007,0,"98019",47.7072,-121.927,2200,292645 +"6003000851","20140522T000000",353000,1,1,550,1279,"2",0,0,3,7,550,0,2008,0,"98122",47.616,-122.314,1460,1385 +"7394400080","20150304T000000",535000,4,3.25,2840,4000,"2",0,3,3,9,2330,510,2014,0,"98108",47.5529,-122.293,2160,4867 +"1238501184","20140708T000000",999000,4,2.5,3130,10849,"2",0,0,3,10,3130,0,2013,0,"98033",47.6828,-122.186,2470,9131 +"0263000009","20150129T000000",375000,3,2.5,1440,1102,"3",0,0,3,8,1440,0,2009,0,"98103",47.6995,-122.346,1440,1434 +"5101408889","20140616T000000",685000,4,3.5,2840,4637,"3",0,0,3,8,2840,0,2008,0,"98125",47.7033,-122.321,1730,5279 +"7299601410","20140808T000000",333000,4,2.5,2623,7184,"2",0,0,3,8,2623,0,2012,0,"98092",47.259,-122.202,2010,4939 +"9266700190","20150511T000000",245000,1,1,390,2000,"1",0,0,4,6,390,0,1920,0,"98103",47.6938,-122.347,1340,5100 +"2424059174","20150508T000000",1.99995e+006,4,3.25,5640,35006,"2",0,2,3,11,4900,740,2015,0,"98006",47.5491,-122.104,4920,35033 +"8562780290","20141015T000000",329950,2,2.25,1260,1032,"2",0,0,3,7,1170,90,2008,0,"98027",47.5323,-122.072,1240,809 +"5100400244","20150420T000000",403000,2,1,894,1552,"2",0,0,3,7,894,0,2011,0,"98115",47.6911,-122.313,1131,1992 +"3744000130","20141111T000000",559630,4,2.5,3370,4934,"2",0,0,3,9,3370,0,2014,0,"98038",47.3562,-122.022,2980,5046 +"0993001976","20140818T000000",344000,3,2.25,1250,871,"3",0,0,3,8,1250,0,2007,0,"98103",47.6907,-122.343,1250,1158 +"0525049174","20150402T000000",435000,3,1.5,1180,1231,"3",0,0,3,7,1180,0,2008,0,"98115",47.6845,-122.315,1280,3360 +"5393600562","20140522T000000",430000,2,2.5,1520,1588,"2",0,0,3,8,1240,280,2007,0,"98144",47.5825,-122.313,1660,6000 +"4187000190","20141117T000000",417000,3,2.5,2000,4500,"2",0,0,3,7,2000,0,2010,0,"98059",47.4937,-122.149,2230,4501 +"2862500190","20150409T000000",895950,5,2.75,3180,9255,"2",0,0,3,9,3180,0,2014,0,"98074",47.6232,-122.023,3180,7782 +"5045700470","20150319T000000",563950,4,2.75,3050,4750,"2",0,0,3,8,3050,0,2014,0,"98059",47.4857,-122.153,2730,5480 +"2924079034","20140925T000000",332220,3,1.5,2580,47480,"1",0,0,3,7,1360,1220,1953,0,"98024",47.5333,-121.933,1760,48181 +"8835770170","20140822T000000",1.488e+006,5,6,6880,279968,"2",0,3,3,12,4070,2810,2007,0,"98045",47.4624,-121.779,4690,256803 +"3630200480","20140612T000000",680000,3,2.5,2570,3600,"2.5",0,0,3,9,2570,0,2007,0,"98027",47.5412,-121.994,2570,3600 +"8562790080","20150209T000000",825750,4,3.5,2950,3737,"2",0,0,3,10,2270,680,2012,0,"98027",47.5313,-122.074,2580,3581 +"8165500780","20141209T000000",338000,3,2.5,1690,1760,"2",0,0,3,8,1410,280,2014,0,"98106",47.5387,-122.367,1740,1760 +"1442870050","20140718T000000",535365,4,2.75,2790,6969,"2",0,0,3,8,2790,0,2012,0,"98045",47.4836,-121.769,2620,6307 +"1704900303","20141211T000000",608000,3,2.25,1720,5234,"2",0,0,3,9,1240,480,2011,0,"98118",47.5547,-122.278,1720,5825 +"6132600655","20141016T000000",930000,3,2.25,2890,5000,"3",0,0,3,9,2890,0,2014,0,"98117",47.6983,-122.389,2020,5000 +"3421069049","20141021T000000",565000,2,1.75,1130,276170,"1",0,0,3,8,1130,0,2006,0,"98022",47.2673,-122.027,2092,217800 +"7169500130","20141219T000000",495000,2,2.25,1460,1623,"2",0,0,3,8,1260,200,2005,0,"98115",47.6764,-122.301,1460,1137 +"8732900840","20140722T000000",667000,3,2.5,2510,3819,"2",0,0,3,8,2510,0,2007,0,"98052",47.6987,-122.096,2520,3990 +"5379803372","20141112T000000",495000,4,2.5,3390,7870,"2",0,0,3,8,3390,0,2014,0,"98188",47.4536,-122.274,1960,10069 +"2937300430","20140929T000000",928990,4,2.5,3570,6054,"2",0,0,3,9,3570,0,2014,0,"98052",47.7053,-122.126,3600,6050 +"5422950020","20140630T000000",345000,4,2.5,2280,5000,"2",0,0,3,7,2280,0,2006,0,"98038",47.3593,-122.037,2910,5000 +"3797001702","20141216T000000",1.065e+006,5,3.5,2920,3000,"2",0,0,3,9,2260,660,2014,0,"98103",47.6846,-122.349,1580,4000 +"1438000130","20140703T000000",519995,4,3,2590,6160,"2",0,0,3,8,2590,0,2014,0,"98059",47.4784,-122.122,2670,5600 +"1853080130","20141105T000000",924000,5,2.75,3210,8001,"2",0,0,3,9,3210,0,2014,0,"98074",47.5935,-122.061,3190,6624 +"0741500010","20150424T000000",295000,3,2,1230,3405,"1",0,0,3,7,1230,0,2010,0,"98058",47.438,-122.179,1440,4066 +"3123089027","20140721T000000",472000,3,2.5,3800,104979,"2",0,0,3,8,3210,590,2005,0,"98045",47.4304,-121.841,2040,109771 +"3630080190","20140801T000000",405000,3,2.5,1500,2314,"2",0,0,3,7,1500,0,2005,0,"98029",47.5537,-121.998,1440,2170 +"3782760080","20140718T000000",410000,4,2.25,2510,4090,"2",0,0,3,8,1840,670,2012,0,"98019",47.7345,-121.967,2070,4090 +"8024200684","20141125T000000",419500,3,1.5,1400,1091,"3",0,0,3,8,1400,0,2007,0,"98115",47.6989,-122.317,1270,1413 +"0982850020","20140903T000000",382000,3,2.25,1450,4667,"2",0,0,3,7,1450,0,2009,0,"98028",47.7611,-122.233,1490,4667 +"5649600462","20150224T000000",370000,2,2.5,1390,1821,"2",0,0,3,7,1180,210,2007,0,"98118",47.5537,-122.282,1350,1821 +"3449820430","20141006T000000",553000,3,2.75,3160,9072,"2",0,0,3,9,3160,0,2005,0,"98056",47.5147,-122.177,3160,9072 +"9533100285","20140630T000000",2.065e+006,4,3.75,4350,7965,"2",0,0,3,10,4350,0,2013,0,"98004",47.6289,-122.205,2190,8557 +"0923059259","20150401T000000",455950,4,2.5,2720,5771,"2",0,0,3,8,2720,0,2015,0,"98056",47.4917,-122.17,1940,4184 +"6431000748","20141027T000000",331000,3,3.25,1290,1153,"3",0,0,3,7,1290,0,2008,0,"98103",47.6904,-122.346,1290,1200 +"3753000010","20140507T000000",417250,3,2.25,1606,1452,"3",0,0,3,8,1606,0,2009,0,"98125",47.7175,-122.284,1516,1939 +"6169901185","20140520T000000",490000,5,3.5,4460,2975,"3",0,2,3,10,3280,1180,2015,0,"98119",47.6313,-122.37,2490,4231 +"2309710150","20140804T000000",325000,4,3.25,2800,5291,"2",0,0,3,7,2800,0,2011,0,"98022",47.1937,-121.977,2380,5291 +"1773600264","20150223T000000",705000,5,3.5,3250,4800,"2",0,0,3,9,2410,840,2010,0,"98106",47.5618,-122.362,1330,4920 +"6061500100","20140717T000000",1.17466e+006,6,3.5,4310,7760,"2",0,0,3,10,3260,1050,2013,0,"98059",47.5297,-122.155,4620,10217 +"1282300995","20150222T000000",365000,3,2.25,1310,915,"2",0,0,3,7,1060,250,2007,0,"98144",47.5738,-122.293,1500,1215 +"0597000593","20141117T000000",403000,2,1.5,1240,1101,"2",0,0,3,8,1080,160,2009,0,"98144",47.5758,-122.309,1530,1209 +"7853321110","20140813T000000",409000,3,2.5,1950,7263,"2",0,0,3,7,1950,0,2007,0,"98065",47.5194,-121.869,2190,5900 +"3278612450","20150407T000000",391000,3,2.5,1800,1120,"2",0,0,3,8,1800,0,2011,0,"98126",47.5436,-122.369,1800,2380 +"1438000120","20140616T000000",542525,4,2.5,2650,5600,"2",0,0,3,8,2650,0,2014,0,"98059",47.4786,-122.122,2650,5600 +"9521100301","20140507T000000",339950,2,1,820,681,"3",0,0,3,8,820,0,2006,0,"98103",47.6619,-122.352,820,1156 +"1442870040","20140819T000000",499990,4,2.75,2620,7001,"2",0,0,3,8,2620,0,2012,0,"98045",47.4838,-121.769,2620,6543 +"0644000115","20140923T000000",1.765e+006,4,3.25,3980,10249,"2",0,0,3,10,3980,0,2011,0,"98004",47.5873,-122.196,2450,10912 +"6372000297","20150323T000000",608000,3,3.5,1660,2298,"2",0,0,3,8,1260,400,2009,0,"98116",47.5809,-122.403,1500,2198 +"6600060150","20150312T000000",392000,4,2.5,2130,4028,"2",0,0,3,8,2130,0,2014,0,"98146",47.5108,-122.363,1830,7817 +"0774101755","20150417T000000",320000,3,1.75,1790,66250,"1.5",0,0,3,7,1790,0,2003,0,"98014",47.7179,-121.403,1440,59346 +"2895800750","20150417T000000",274800,3,1.75,1410,1988,"2",0,0,3,8,1410,0,2014,0,"98106",47.5171,-122.347,1410,1899 +"2424039029","20150427T000000",325000,3,2.25,1330,1198,"2",0,0,3,8,1080,250,2007,0,"98106",47.555,-122.362,1260,1062 +"3448740360","20150429T000000",418500,4,2.5,2190,4866,"2",0,0,3,7,2190,0,2009,0,"98059",47.4907,-122.152,2190,5670 +"3832050580","20140502T000000",300000,3,2.5,2540,5050,"2",0,0,3,7,2540,0,2006,0,"98042",47.3358,-122.055,2280,5050 +"3094000210","20150105T000000",269950,3,2.5,2244,4079,"2",0,0,3,7,2244,0,2012,0,"98001",47.2606,-122.254,2077,4078 +"0321030150","20150506T000000",358000,3,2.5,2026,7611,"2",0,0,3,8,2026,0,2010,0,"98042",47.3733,-122.162,2270,7611 +"7694200090","20150504T000000",350000,3,2.5,1730,4086,"2",0,0,3,8,1730,0,2013,0,"98146",47.5016,-122.341,2030,4086 +"3299710110","20140528T000000",782000,4,3.5,3910,8095,"2",0,0,3,9,3130,780,2007,0,"98029",47.5588,-122.036,3770,7021 +"3879900754","20140915T000000",779000,3,2.5,1580,1487,"3",0,1,3,9,1580,0,2009,0,"98119",47.6276,-122.359,1610,1297 +"8732900300","20141217T000000",685000,4,2.5,2510,3479,"2",0,0,3,8,2510,0,2007,0,"98052",47.6981,-122.099,2540,4171 +"6021503698","20140529T000000",305000,2,2.25,1000,905,"3",0,0,3,8,1000,0,2006,0,"98117",47.6842,-122.387,980,1023 +"3333000745","20150417T000000",350000,4,2.5,1660,2500,"2",0,0,3,7,1660,0,2007,0,"98118",47.5437,-122.283,1030,5000 +"3630220220","20140923T000000",775000,4,3.5,3060,4573,"2",0,0,3,9,2410,650,2012,0,"98029",47.5522,-122.001,3170,3634 +"9478500180","20140828T000000",317750,3,2.5,1980,4500,"2",0,0,3,7,1980,0,2012,0,"98042",47.3682,-122.117,1980,4500 +"2771602427","20140508T000000",438000,2,1,980,1179,"2",0,0,3,8,980,0,2010,0,"98119",47.6381,-122.375,1190,1600 +"1498301168","20140528T000000",325000,2,2.5,1050,1609,"2",0,0,3,7,1050,0,2005,0,"98144",47.5854,-122.313,1120,1693 +"8562790580","20150428T000000",830000,4,3.25,3080,4287,"2",0,0,3,10,2230,850,2012,0,"98027",47.5313,-122.076,2250,2520 +"2325400040","20140922T000000",353000,3,2.25,1900,3800,"2",0,0,3,7,1900,0,2006,0,"98059",47.4866,-122.16,1950,3800 +"5045700330","20140725T000000",460000,4,2.5,2200,6400,"2",0,0,3,8,2200,0,2010,0,"98059",47.4856,-122.156,2600,5870 +"3126049498","20150316T000000",370000,3,1.5,1360,1167,"3",0,0,3,8,1360,0,2008,0,"98103",47.6962,-122.349,1360,1167 +"9578140360","20140619T000000",330000,3,2.5,2238,7209,"2",0,0,3,8,2238,0,2011,0,"98023",47.2966,-122.353,2456,7212 +"3343901408","20150128T000000",569888,4,2.5,2590,6474,"2",0,0,3,8,2590,0,2014,0,"98056",47.5164,-122.19,1960,8679 +"7859910110","20140918T000000",353900,3,2.5,2517,3900,"2",0,0,3,8,2517,0,2014,0,"98092",47.3211,-122.182,2390,7108 +"7852120180","20150304T000000",695000,4,3.5,3510,9084,"2",0,0,3,10,3510,0,2001,0,"98065",47.5402,-121.875,3690,9568 +"9268850180","20140718T000000",288790,3,1.75,1290,1237,"2",0,0,3,7,1060,230,2008,0,"98027",47.54,-122.026,1370,942 +"6031400092","20150213T000000",334950,5,3,2230,8642,"1",0,0,3,7,1330,900,2014,0,"98168",47.487,-122.32,2100,11056 +"1853080790","20141215T000000",869950,4,2.75,3140,7928,"2",0,0,3,9,3140,0,2013,0,"98074",47.5923,-122.058,3500,7055 +"1624049291","20141008T000000",557500,3,3.5,3350,5025,"2",0,2,3,8,2670,680,2014,0,"98144",47.5699,-122.296,2030,5117 +"7237450100","20140919T000000",389990,4,2.5,2245,4330,"2",0,0,3,8,2245,0,2014,0,"98038",47.3557,-122.063,2530,4478 +"9521100214","20140604T000000",455000,3,1.75,1420,1189,"3",0,0,3,8,1420,0,2006,0,"98103",47.6625,-122.352,1380,1196 +"5693501102","20141030T000000",598500,3,3,1560,2091,"3",0,0,3,8,1560,0,2006,0,"98103",47.6604,-122.352,1530,2091 +"6891100590","20150302T000000",750000,4,2.75,2810,5497,"2",0,0,3,9,2810,0,2011,0,"98052",47.7081,-122.116,2990,5842 +"2254501095","20141113T000000",729999,2,2.25,1630,1686,"2",0,0,3,10,1330,300,2014,0,"98122",47.6113,-122.314,1570,2580 +"9478550110","20150303T000000",299950,3,2.5,1740,4497,"2",0,0,3,7,1740,0,2012,0,"98042",47.3697,-122.117,1950,4486 +"0993001961","20140709T000000",374950,3,2.25,1390,1484,"3",0,0,3,8,1390,0,2007,0,"98103",47.6912,-122.343,1250,1087 +"9274200028","20150219T000000",386950,3,2.5,1070,1089,"2",0,0,3,7,900,170,2009,0,"98116",47.5902,-122.387,1450,1437 +"7708200180","20140710T000000",535000,5,3.25,2850,4551,"2",0,0,3,8,2370,480,2006,0,"98059",47.4916,-122.144,2850,4849 +"8691430330","20140831T000000",890000,5,3.25,4100,7578,"2",0,2,3,10,4100,0,2011,0,"98075",47.5955,-121.974,3710,8156 +"8924100308","20150203T000000",1.05e+006,4,2.5,3260,5974,"2",0,1,3,9,2820,440,2007,0,"98115",47.6772,-122.267,2260,6780 +"1070000180","20141015T000000",1.10746e+006,4,3.5,3660,4760,"2",0,0,3,9,2840,820,2014,0,"98199",47.6482,-122.409,3210,4640 +"1085623630","20141003T000000",436952,4,2.5,2708,4772,"2",0,0,3,9,2708,0,2014,0,"98092",47.3413,-122.178,2502,4900 +"3278605550","20140609T000000",365000,3,2.5,1800,2700,"2",0,0,3,8,1800,0,2011,0,"98126",47.5458,-122.369,1580,2036 +"1139000062","20140625T000000",288000,3,2.5,1150,887,"3",0,0,3,7,1150,0,2007,0,"98133",47.7072,-122.356,1180,915 +"2838000180","20150220T000000",700000,3,2.5,2230,4006,"2",0,0,3,8,2230,0,2014,0,"98133",47.73,-122.335,2230,4180 +"2725079018","20140509T000000",800000,4,3.25,3540,159430,"2",0,0,3,9,3540,0,2007,0,"98014",47.6285,-121.899,1940,392040 +"7104100110","20150511T000000",899000,4,3.5,2490,5500,"2",0,0,3,9,1780,710,2015,0,"98136",47.5499,-122.393,1710,5500 +"0259500230","20141218T000000",465750,3,2.5,2670,4534,"2",0,0,3,9,2670,0,2007,0,"98056",47.51,-122.184,3040,5079 +"9523100712","20140618T000000",485000,2,2.5,1430,923,"3",0,0,3,8,1410,20,2008,0,"98103",47.6683,-122.355,1620,1505 +"1438000360","20140603T000000",494995,5,2.75,2670,3800,"2",0,0,3,8,2670,0,2014,0,"98059",47.4783,-122.123,2670,3800 +"1608000120","20150202T000000",255000,3,2.5,2555,5720,"2",0,0,3,8,2555,0,2006,0,"98031",47.386,-122.184,2844,5769 +"7853361120","20140729T000000",530000,3,2.5,1970,6295,"2",0,0,3,7,1970,0,2011,0,"98065",47.5158,-121.874,2710,6009 +"2461900448","20140616T000000",435000,3,2,1980,2674,"3",0,0,3,8,1980,0,2007,0,"98136",47.5524,-122.382,1440,2674 +"1703400910","20140811T000000",639000,3,2.5,2010,3300,"2",0,0,3,9,1610,400,2014,0,"98118",47.5573,-122.287,1660,4950 +"8024200683","20140709T000000",440000,3,1.5,1270,1413,"3",0,0,3,8,1270,0,2007,0,"98115",47.6989,-122.317,1270,1413 +"9544700730","20140515T000000",914500,4,2.5,3950,10856,"3",0,0,3,10,3950,0,2013,0,"98075",47.5818,-121.996,3200,10856 +"8682320900","20141105T000000",580000,3,2,1870,5300,"1",0,0,3,8,1870,0,2009,0,"98053",47.7106,-122.02,1870,5050 +"3278600750","20150407T000000",250000,1,1.5,1180,1688,"2",0,0,3,8,1070,110,2007,0,"98126",47.549,-122.372,1380,2059 +"5676000008","20150316T000000",410000,3,2.5,1420,1269,"3",0,0,3,7,1420,0,2007,0,"98103",47.6904,-122.342,1420,1300 +"3744000150","20140928T000000",531155,4,2.75,2810,5046,"2",0,0,3,9,2810,0,2014,0,"98038",47.3559,-122.022,3060,4934 +"3630080120","20140919T000000",358000,3,2.5,1400,1529,"2",0,0,3,7,1400,0,2005,0,"98029",47.5535,-121.997,1440,1536 +"7853360620","20140701T000000",425000,3,2.5,1950,5689,"2",0,0,3,7,1950,0,2009,0,"98065",47.5158,-121.873,2190,5653 +"0255550100","20140711T000000",326000,3,2.25,1930,3462,"2",0,0,3,7,1930,0,2004,0,"98019",47.7453,-121.985,1930,2952 +"9268200484","20140513T000000",650000,4,2.5,2210,4861,"2",0,0,3,9,2210,0,2013,0,"98117",47.6959,-122.364,1590,5080 +"8562790720","20150514T000000",749950,4,3.5,2630,3757,"2",0,0,3,10,2200,430,2008,0,"98027",47.5322,-122.075,2620,2699 +"7140700690","20150312T000000",239950,3,1.75,1600,4888,"1",0,0,3,6,1600,0,2014,0,"98042",47.383,-122.097,2520,5700 +"3624039183","20140609T000000",315000,3,2.5,1480,1590,"2",0,0,3,8,1150,330,2010,0,"98106",47.5302,-122.362,1480,5761 +"2254502071","20140523T000000",375000,2,2.5,750,1430,"2",0,0,3,8,750,0,2006,0,"98122",47.6093,-122.31,1320,2790 +"4310702838","20150427T000000",375000,3,1.5,1290,1213,"3",0,0,3,8,1290,0,2007,0,"98103",47.6965,-122.34,1360,1227 +"6431000749","20140922T000000",349000,3,3.25,1340,1151,"3",0,0,3,7,1340,0,2008,0,"98103",47.6904,-122.346,1290,1200 +"3362401761","20150225T000000",450000,2,1.5,1020,1049,"3",0,0,3,8,1020,0,2008,0,"98103",47.68,-122.348,1350,1395 +"3629700120","20141014T000000",669950,3,3,2330,1944,"2.5",0,0,3,8,1950,380,2014,0,"98027",47.5446,-122.016,2290,1407 +"3226049565","20140711T000000",504600,5,3,2360,5000,"1",0,0,3,7,1390,970,2008,0,"98103",47.6931,-122.33,2180,5009 +"0567000408","20140602T000000",400000,3,2.5,1495,936,"3",0,0,3,8,1405,90,2006,0,"98144",47.593,-122.295,1495,1186 +"0825059349","20140701T000000",1.02e+006,4,3.5,3770,8501,"2",0,0,3,10,3770,0,2008,0,"98033",47.6744,-122.196,1520,9660 +"7787920230","20150408T000000",518000,5,2.5,2890,13104,"2",0,0,3,8,2890,0,2006,0,"98019",47.7277,-121.958,3020,9300 +"5694000706","20140813T000000",535000,3,2.75,1320,1125,"3",0,0,3,8,1320,0,2008,0,"98103",47.6598,-122.348,1320,1266 +"1760650900","20140721T000000",337500,4,2.5,2330,4907,"2",0,0,3,7,2330,0,2013,0,"98042",47.359,-122.081,2300,3836 +"2021000180","20150310T000000",380000,4,2.5,3120,5001,"2",0,0,3,9,3120,0,2005,0,"98023",47.2779,-122.349,3120,5244 +"6400700389","20140710T000000",875000,5,3,2960,15152,"2",0,0,3,9,2960,0,2004,0,"98033",47.6689,-122.179,1850,9453 +"6431000987","20140902T000000",385000,3,2.25,1630,1598,"3",0,0,3,8,1630,0,2008,0,"98103",47.6904,-122.347,1320,1605 +"2311400056","20141201T000000",1.9875e+006,5,3.5,5230,8960,"2",0,0,3,11,4450,780,2014,0,"98004",47.5964,-122.201,2310,9603 +"3224059107","20150508T000000",649500,4,3,3150,6599,"2",0,0,3,9,3150,0,2008,0,"98056",47.5279,-122.199,2680,9430 +"1245002281","20140512T000000",1.05e+006,4,3.75,3280,11000,"2",0,0,3,10,2320,960,2008,0,"98033",47.6855,-122.201,2400,8351 +"0121039156","20150109T000000",249000,3,1,1030,24750,"1",0,2,3,5,1030,0,1943,0,"98023",47.3343,-122.362,2810,28800 +"9211000110","20141003T000000",525000,4,2.5,3130,5795,"2",0,0,3,9,3130,0,2008,0,"98059",47.4997,-122.151,2950,5259 +"7625702263","20140612T000000",402000,3,3.5,1240,1666,"2",0,0,3,7,1000,240,2008,0,"98136",47.5496,-122.388,1110,1027 +"8085400586","20141101T000000",1.75e+006,4,2.75,3560,8975,"2",0,0,3,10,3560,0,2014,0,"98004",47.6322,-122.209,3440,12825 +"2895800590","20141020T000000",359800,5,2.5,2170,2752,"2",0,0,3,8,2170,0,2014,0,"98106",47.5167,-122.347,1800,2752 +"0100300530","20140925T000000",330000,3,2.5,1520,3003,"2",0,0,3,7,1520,0,2009,0,"98059",47.4876,-122.153,1820,3030 +"4092302096","20150325T000000",433000,3,2.5,1270,1062,"2",0,0,3,8,1060,210,2008,0,"98105",47.6568,-122.321,1260,1112 +"7010700308","20141112T000000",1.0108e+006,4,3.25,3610,4000,"2",0,0,3,9,2640,970,2007,0,"98199",47.658,-122.396,1980,4000 +"7853370100","20150406T000000",599832,3,2.75,3230,5200,"2",0,0,3,9,2680,550,2014,0,"98065",47.519,-121.878,3100,4900 +"6181500120","20140623T000000",312891,5,3,2300,8214,"2",0,0,3,8,2300,0,2013,0,"98001",47.3052,-122.276,2594,4950 +"0567000775","20140912T000000",449000,2,2.5,1460,1296,"2",0,0,3,8,1160,300,2008,0,"98144",47.5923,-122.296,1460,1296 +"3331000035","20140527T000000",495000,3,2.5,1750,1548,"3",0,0,3,9,1750,0,2013,0,"98118",47.5532,-122.282,1750,3960 +"4216500110","20140515T000000",819995,5,2.75,3030,10335,"2",0,0,3,9,3030,0,2013,0,"98056",47.5305,-122.184,2720,11213 +"2776600082","20141113T000000",407500,3,3.5,1522,1465,"2",0,0,3,8,1248,274,2006,0,"98117",47.6922,-122.375,1522,1341 +"0323079058","20150105T000000",850000,4,3.75,3890,22000,"2",0,0,3,10,3890,0,2007,0,"98027",47.5052,-121.906,1610,23142 +"1088100450","20140725T000000",1.72e+006,5,4,4590,35046,"2",0,0,3,10,4590,0,2008,0,"98033",47.6647,-122.16,3350,35857 +"0098300230","20150428T000000",1.459e+006,4,4,4620,130208,"2",0,0,3,10,4620,0,2014,0,"98024",47.5885,-121.939,4620,131007 +"0847100047","20140917T000000",579000,4,2.75,3220,9825,"2",0,0,3,8,3220,0,2012,0,"98059",47.4863,-122.143,2820,8566 +"1853080150","20140811T000000",890776,5,2.75,3170,8093,"2",0,0,3,9,3170,0,2014,0,"98075",47.5933,-122.06,3210,7062 +"6021503707","20150120T000000",352500,2,2.5,980,1010,"3",0,0,3,8,980,0,2008,0,"98117",47.6844,-122.387,980,1023 +"9512200090","20150501T000000",529000,3,1.75,2340,7724,"1",0,0,3,10,2340,0,2010,0,"98058",47.4593,-122.134,3040,5787 +"9268850040","20150327T000000",484000,3,2.25,1620,1425,"3",0,0,3,8,1540,80,2009,0,"98027",47.5405,-122.026,1620,1237 +"7283900306","20150417T000000",400000,3,2.5,1910,4408,"3",0,0,3,8,1910,0,2007,0,"98133",47.7634,-122.35,1910,8154 +"1980200236","20150417T000000",649950,3,2.5,2420,6847,"2",0,0,3,9,2420,0,2009,0,"98133",47.7329,-122.356,1180,8100 +"2413910120","20140702T000000",915000,3,4.5,3850,62726,"2",0,0,3,10,3120,730,2013,0,"98053",47.6735,-122.058,2630,46609 +"7787920180","20150504T000000",534950,5,2.5,3220,10572,"2",0,0,3,8,3220,0,2006,0,"98019",47.7268,-121.957,2890,9090 +"1283800110","20140506T000000",776000,4,2.5,3040,6425,"2",0,0,3,8,3040,0,2008,0,"98052",47.6788,-122.117,3040,7800 +"6140100028","20150501T000000",370000,3,1.75,1496,1423,"2",0,0,3,8,1248,248,2006,0,"98133",47.715,-122.355,1460,1423 +"1972200555","20140714T000000",610000,3,1.75,1630,1500,"3",0,0,3,8,1630,0,2014,0,"98103",47.6536,-122.354,1570,1335 +"6891100090","20141014T000000",850000,5,3.5,4200,5400,"2",0,0,3,9,3140,1060,2012,0,"98052",47.7077,-122.12,3300,5564 +"3438503021","20141105T000000",443000,3,2.5,2430,7049,"2",0,0,3,8,2430,0,2007,0,"98106",47.5399,-122.352,1770,7049 +"4233600150","20150203T000000",1.15e+006,5,4.25,4010,8252,"2",0,0,3,10,4010,0,2015,0,"98075",47.5974,-122.013,3370,8252 +"2770601782","20140801T000000",453000,3,2.5,1510,1618,"2.5",0,0,3,8,1330,180,2011,0,"98199",47.6515,-122.384,1350,1397 +"9268851020","20150410T000000",735000,4,3.5,2340,2810,"2",0,2,3,8,1730,610,2011,0,"98027",47.5403,-122.028,2600,2843 +"8682291050","20140708T000000",810000,2,2.75,2700,8572,"1",0,0,3,9,2700,0,2007,0,"98053",47.7236,-122.033,2680,8569 +"9468200109","20140617T000000",1.555e+006,3,3.5,4360,6240,"2",0,3,3,10,2960,1400,2008,0,"98103",47.6791,-122.354,1920,3910 +"2524069097","20140509T000000",2.23889e+006,5,6.5,7270,130017,"2",0,0,3,12,6420,850,2010,0,"98027",47.5371,-121.982,1800,44890 +"7625702441","20140808T000000",377500,3,2.5,1350,886,"3",0,0,3,8,1270,80,2006,0,"98136",47.5491,-122.387,1350,886 +"9521100866","20140618T000000",482000,3,3.25,1380,1120,"3",0,0,3,8,1380,0,2008,0,"98103",47.6617,-122.349,1310,1405 +"0148000072","20140818T000000",600000,2,2.5,1830,1988,"2",0,0,3,9,1530,300,2011,0,"98116",47.5779,-122.409,1800,2467 +"1493300057","20140807T000000",420000,3,2.5,1470,1571,"2",0,0,3,8,1180,290,2007,0,"98116",47.5722,-122.387,1580,4329 +"3304030220","20150421T000000",480000,4,2.5,2940,9172,"2",0,0,3,9,2940,0,2006,0,"98001",47.3444,-122.269,2660,7955 +"7625702277","20150331T000000",406000,2,2,1110,1095,"3",0,0,3,7,980,130,2008,0,"98136",47.5494,-122.388,1110,1083 +"1023059465","20140513T000000",505000,4,2.5,2790,5602,"2",0,0,3,8,2790,0,2009,0,"98059",47.4959,-122.15,2790,5309 +"3262300818","20150227T000000",1.865e+006,4,3.75,3790,8797,"2",0,0,3,11,3290,500,2006,0,"98039",47.6351,-122.236,2660,12150 +"2937300040","20141215T000000",942990,4,2.5,3570,6218,"2",0,0,3,9,3570,0,2014,0,"98052",47.7046,-122.123,3230,5972 +"2768100206","20141001T000000",440000,3,2.25,1230,1097,"3",0,0,3,8,1230,0,2009,0,"98107",47.6697,-122.372,1420,1437 +"7904700134","20140626T000000",390000,3,3.25,1370,913,"2",0,0,3,8,1100,270,2006,0,"98116",47.5636,-122.388,1370,915 +"9521100867","20140711T000000",475000,3,3.25,1380,1121,"3",0,0,3,8,1380,0,2008,0,"98103",47.6617,-122.349,1310,1405 +"1702901618","20150407T000000",420000,1,2,1070,675,"2",0,0,3,8,880,190,2007,0,"98118",47.5574,-122.284,1220,788 +"7237550100","20140825T000000",1.40876e+006,4,4,4920,50621,"2",0,0,3,10,4280,640,2012,0,"98053",47.6575,-122.006,4920,74052 +"7430500110","20141209T000000",1.378e+006,5,3.5,5150,12230,"2",0,2,3,10,3700,1450,2007,0,"98008",47.6249,-122.09,2940,13462 +"0603000555","20150302T000000",462500,6,3,2390,4000,"2",0,0,3,7,2390,0,2014,0,"98118",47.5173,-122.286,1680,5000 +"3304300300","20150507T000000",579950,4,2.75,2460,8643,"2",0,0,3,9,2460,0,2011,0,"98059",47.4828,-122.133,3110,8626 +"6453550090","20150505T000000",861111,4,2.5,3650,7090,"2",0,0,3,10,3650,0,2008,0,"98074",47.606,-122.052,3860,7272 +"2625069038","20141124T000000",1.45e+006,4,3.5,4300,108865,"2",0,0,3,11,4300,0,2014,0,"98074",47.6258,-122.005,4650,107498 +"1760650820","20150428T000000",290000,3,2.25,1610,3764,"2",0,0,3,7,1610,0,2012,0,"98042",47.3589,-122.083,1610,3825 +"9578060230","20140618T000000",535000,4,2.5,2610,4595,"2",0,0,3,8,2610,0,2008,0,"98028",47.7728,-122.235,2440,4588 +"3416600750","20150217T000000",585000,3,2.5,1750,1381,"3",0,0,3,8,1750,0,2008,0,"98122",47.6021,-122.294,1940,4800 +"2487200490","20140623T000000",670000,3,2.5,3310,5300,"2",0,2,3,8,2440,870,2008,0,"98136",47.5178,-122.389,2140,7500 +"8964800330","20150407T000000",3e+006,4,3.75,5090,14823,"1",0,0,3,11,4180,910,2013,0,"98004",47.62,-122.207,3030,12752 +"5637500082","20141203T000000",346000,3,2,1060,1184,"2",0,0,3,7,730,330,2006,0,"98136",47.5443,-122.385,1270,1601 +"0324069112","20140617T000000",1.325e+006,4,4,4420,16526,"2",0,0,3,11,4420,0,2013,0,"98075",47.5914,-122.027,3510,50447 +"0524059322","20150226T000000",999999,3,2.5,2100,4097,"2",0,0,3,9,2100,0,2008,0,"98004",47.5983,-122.2,1780,4764 +"0889000025","20140811T000000",599000,3,1.75,1650,1180,"3",0,0,3,8,1650,0,2014,0,"98105",47.6636,-122.319,1720,1960 +"2909310100","20141015T000000",332000,4,2.5,2380,5737,"2",0,0,3,7,2380,0,2010,0,"98023",47.2815,-122.356,2380,5396 +"8562780180","20140612T000000",336750,2,2.25,1170,1011,"2",0,0,3,7,1170,0,2009,0,"98027",47.5321,-122.073,1240,750 +"1043000100","20141211T000000",370000,4,2.5,2531,6843,"2",0,0,3,8,2531,0,2013,0,"98030",47.385,-122.189,2604,6238 +"1865400076","20140509T000000",324000,3,2.25,998,904,"2",0,0,3,7,798,200,2007,0,"98117",47.6983,-122.367,998,1110 +"8902000201","20150219T000000",338500,3,2.25,1333,1470,"3",0,3,3,7,1333,0,2009,0,"98125",47.7058,-122.302,1360,1680 +"0715010530","20150113T000000",1.88158e+006,5,3.5,4410,13000,"2",0,3,3,10,2920,1490,2014,0,"98006",47.5382,-122.111,5790,12969 +"4253400100","20150410T000000",402723,3,2.75,1160,1073,"2",0,0,3,7,880,280,2007,0,"98144",47.5788,-122.315,1250,5400 +"3874900085","20150227T000000",715000,4,3.25,2630,7770,"2",0,0,3,9,2630,0,2014,0,"98126",47.5459,-122.377,1370,7770 +"1972200227","20141007T000000",459000,3,1.5,1160,1031,"3",0,0,3,8,1160,0,2008,0,"98103",47.6538,-122.357,1268,1688 +"8562770720","20150423T000000",589999,3,2.5,2140,3628,"2",0,0,3,8,1960,180,2006,0,"98027",47.537,-122.074,2280,2812 +"6669080120","20141215T000000",405000,4,2.5,1980,5020,"2",0,0,3,7,1980,0,2007,0,"98056",47.5147,-122.19,1980,5064 +"9211010300","20140707T000000",509900,3,2.5,3030,9053,"2",0,0,3,8,3030,0,2009,0,"98059",47.4945,-122.149,3010,6026 +"3277800823","20140820T000000",327000,2,2,1490,1627,"2",0,0,3,8,1190,300,2009,0,"98126",47.5455,-122.375,1400,1498 +"8835770330","20140819T000000",1.057e+006,2,1.5,2370,184231,"2",0,0,3,11,2370,0,2005,0,"98045",47.4543,-121.778,3860,151081 +"1220000371","20141231T000000",327500,3,2.5,1820,1866,"2",0,0,3,8,1570,250,2008,0,"98166",47.4643,-122.346,1660,6900 +"0880000205","20140729T000000",249000,3,2,1260,1125,"2",0,0,3,7,810,450,2011,0,"98106",47.5262,-122.361,1260,1172 +"1561750040","20141224T000000",1.375e+006,5,4.5,4350,13405,"2",0,0,3,11,4350,0,2014,0,"98074",47.6018,-122.06,3990,7208 +"0688000017","20140627T000000",516500,1,1.25,1100,638,"3",0,0,3,9,1100,0,2014,0,"98112",47.6228,-122.307,1110,1933 +"2522059251","20150409T000000",465000,3,2.5,2050,15035,"2",0,0,3,9,2050,0,2006,0,"98042",47.3619,-122.122,1300,15836 +"2855000110","20140808T000000",388000,3,2.5,2198,6222,"2",0,2,3,8,2198,0,2010,0,"98198",47.3906,-122.304,2198,7621 +"6821101731","20140930T000000",549000,3,2.25,1230,1380,"3",0,0,3,8,1230,0,2013,0,"98199",47.6521,-122.4,1760,5664 +"0476000017","20141003T000000",553000,2,2,1400,1512,"2",0,0,3,8,940,460,2006,0,"98107",47.6719,-122.392,1400,3500 +"2770603523","20150422T000000",530000,3,2.5,1410,1250,"2",0,0,3,8,1140,270,2010,0,"98119",47.6515,-122.375,1720,2825 +"2255500123","20140820T000000",747450,3,2.5,2110,1339,"2",0,0,3,8,1410,700,2014,0,"98122",47.6088,-122.311,1630,2670 +"3438501329","20140520T000000",305000,2,2.5,1590,2656,"2",0,0,3,7,1220,370,2009,0,"98106",47.5489,-122.364,1590,2306 +"0423059387","20141118T000000",540000,5,2.5,3370,4850,"2",0,0,3,9,3370,0,2007,0,"98056",47.5078,-122.169,2900,5570 +"6664500090","20150115T000000",750000,5,4,4500,8130,"2",0,0,3,10,4500,0,2007,0,"98059",47.4832,-122.145,2840,8402 +"2122059216","20150414T000000",422000,4,2.5,2930,5973,"2",0,0,3,10,2930,0,2008,0,"98030",47.3846,-122.186,3038,7095 +"9406530090","20141020T000000",337000,4,2.5,2470,5100,"2",0,0,3,8,2470,0,2005,0,"98038",47.3622,-122.041,2240,5123 +"7168100015","20141009T000000",579950,5,2.75,3080,5752,"2",0,0,3,9,3080,0,2014,0,"98059",47.4922,-122.153,3000,4650 +"5007500120","20150226T000000",341780,4,2.75,2260,4440,"2",0,0,3,7,2260,0,2014,0,"98001",47.3507,-122.291,2260,4563 +"3528900770","20150423T000000",710200,4,3,1670,2642,"2",0,0,3,8,1350,320,2008,0,"98109",47.6397,-122.345,1670,2594 +"9521100031","20140618T000000",690000,3,3.25,1540,1428,"3",0,0,3,9,1540,0,2013,0,"98103",47.6648,-122.353,1660,3300 +"0524059330","20150130T000000",1.7e+006,4,3.5,3830,8963,"2",0,0,3,10,3120,710,2014,0,"98004",47.599,-122.197,2190,10777 +"6021503705","20141015T000000",329000,2,2.5,980,1020,"3",0,0,3,8,980,0,2008,0,"98117",47.6844,-122.387,980,1023 +"3438501862","20140513T000000",330000,3,2.5,1450,5008,"1",0,0,3,7,840,610,2007,0,"98106",47.5435,-122.357,2120,5019 +"3345700207","20150502T000000",608500,4,3.5,2850,5577,"2",0,0,3,8,1950,900,2014,0,"98056",47.5252,-122.192,2850,5708 +"6056111067","20140707T000000",230000,3,1.75,1140,1201,"2",0,0,3,8,1140,0,2014,0,"98108",47.5637,-122.295,1210,1552 +"8562790760","20140520T000000",785000,4,3.5,3070,4684,"2",0,0,3,10,2190,880,2009,0,"98027",47.5316,-122.076,2290,2664 +"1931300090","20140507T000000",610950,3,3,1680,1570,"3",0,0,3,8,1680,0,2014,0,"98103",47.6572,-122.346,1640,4800 +"9578500790","20141111T000000",399950,3,2.5,3087,5002,"2",0,0,3,8,3087,0,2014,0,"98023",47.2974,-122.349,2927,5183 +"9253900271","20150107T000000",3.567e+006,5,4.5,4850,10584,"2",1,4,3,10,3540,1310,2007,0,"98008",47.5943,-122.11,3470,18270 +"3881900317","20150123T000000",579000,4,3.25,1900,2631,"2",0,0,3,9,1250,650,2014,0,"98144",47.5869,-122.311,1710,4502 +"0567000385","20140623T000000",362500,2,1.5,940,1768,"2",0,0,3,7,940,0,2009,0,"98144",47.5925,-122.295,1130,1159 +"7011201004","20140529T000000",645000,3,3.25,1730,1229,"2",0,2,3,9,1320,410,2008,0,"98119",47.6374,-122.369,1710,1686 +"7853420110","20141003T000000",594866,3,3,2780,6000,"2",0,0,3,9,2780,0,2013,0,"98065",47.5184,-121.886,2850,6000 +"7853420110","20150504T000000",625000,3,3,2780,6000,"2",0,0,3,9,2780,0,2013,0,"98065",47.5184,-121.886,2850,6000 +"3052700432","20141112T000000",490000,3,2.25,1500,1290,"2",0,0,3,8,1220,280,2006,0,"98117",47.6785,-122.375,1460,1375 +"2025049203","20140610T000000",399950,2,1,710,1157,"2",0,0,4,7,710,0,1943,0,"98102",47.6413,-122.329,1370,1173 +"0952006823","20141202T000000",380000,3,2.5,1260,900,"2",0,0,3,7,940,320,2007,0,"98116",47.5621,-122.384,1310,1415 +"3832050760","20140828T000000",270000,3,2.5,1870,5000,"2",0,0,3,7,1870,0,2009,0,"98042",47.3339,-122.055,2170,5399 +"2767604724","20141015T000000",505000,2,2.5,1430,1201,"3",0,0,3,8,1430,0,2009,0,"98107",47.6707,-122.381,1430,1249 +"6632300207","20150305T000000",385000,3,2.5,1520,1488,"3",0,0,3,8,1520,0,2006,0,"98125",47.7337,-122.309,1520,1497 +"2767600688","20141113T000000",414500,2,1.5,1210,1278,"2",0,0,3,8,1020,190,2007,0,"98117",47.6756,-122.375,1210,1118 +"7570050450","20140910T000000",347500,3,2.5,2540,4760,"2",0,0,3,8,2540,0,2010,0,"98038",47.3452,-122.022,2540,4571 +"7430200100","20140514T000000",1.2225e+006,4,3.5,4910,9444,"1.5",0,0,3,11,3110,1800,2007,0,"98074",47.6502,-122.066,4560,11063 +"4140940150","20141002T000000",572000,4,2.75,2770,3852,"2",0,0,3,8,2770,0,2014,0,"98178",47.5001,-122.232,1810,5641 +"1931300412","20150416T000000",475000,3,2.25,1190,1200,"3",0,0,3,8,1190,0,2008,0,"98103",47.6542,-122.346,1180,1224 +"8672200110","20150317T000000",1.088e+006,5,3.75,4170,8142,"2",0,2,3,10,4170,0,2006,0,"98056",47.5354,-122.181,3030,7980 +"5087900040","20141017T000000",350000,4,2.75,2500,5995,"2",0,0,3,8,2500,0,2008,0,"98042",47.3749,-122.107,2530,5988 +"1972201967","20141031T000000",520000,2,2.25,1530,981,"3",0,0,3,8,1480,50,2006,0,"98103",47.6533,-122.346,1530,1282 +"7502800100","20140813T000000",679950,5,2.75,3600,9437,"2",0,0,3,9,3600,0,2014,0,"98059",47.4822,-122.131,3550,9421 +"0191100405","20150421T000000",1.575e+006,4,3.25,3410,10125,"2",0,0,3,10,3410,0,2007,0,"98040",47.5653,-122.223,2290,10125 +"8956200760","20141013T000000",541800,4,2.5,3118,7866,"2",0,2,3,9,3118,0,2014,0,"98001",47.2931,-122.264,2673,6500 +"7202300110","20140915T000000",810000,4,3,3990,7838,"2",0,0,3,9,3990,0,2003,0,"98053",47.6857,-122.046,3370,6814 +"0249000205","20141015T000000",1.537e+006,5,3.75,4470,8088,"2",0,0,3,11,4470,0,2008,0,"98004",47.6321,-122.2,2780,8964 +"5100403806","20150407T000000",467000,3,2.5,1425,1179,"3",0,0,3,8,1425,0,2008,0,"98125",47.6963,-122.318,1285,1253 +"0844000965","20140626T000000",224000,3,1.75,1500,11968,"1",0,0,3,6,1500,0,2014,0,"98010",47.3095,-122.002,1320,11303 +"7852140040","20140825T000000",507250,3,2.5,2270,5536,"2",0,0,3,8,2270,0,2003,0,"98065",47.5389,-121.881,2270,5731 +"9834201367","20150126T000000",429000,3,2,1490,1126,"3",0,0,3,8,1490,0,2014,0,"98144",47.5699,-122.288,1400,1230 +"3448900210","20141014T000000",610685,4,2.5,2520,6023,"2",0,0,3,9,2520,0,2014,0,"98056",47.5137,-122.167,2520,6023 +"7936000429","20150326T000000",1.0075e+006,4,3.5,3510,7200,"2",0,0,3,9,2600,910,2009,0,"98136",47.5537,-122.398,2050,6200 +"2997800021","20150219T000000",475000,3,2.5,1310,1294,"2",0,0,3,8,1180,130,2008,0,"98116",47.5773,-122.409,1330,1265 +"0263000018","20140521T000000",360000,3,2.5,1530,1131,"3",0,0,3,8,1530,0,2009,0,"98103",47.6993,-122.346,1530,1509 +"6600060120","20150223T000000",400000,4,2.5,2310,5813,"2",0,0,3,8,2310,0,2014,0,"98146",47.5107,-122.362,1830,7200 +"1523300141","20140623T000000",402101,2,0.75,1020,1350,"2",0,0,3,7,1020,0,2009,0,"98144",47.5944,-122.299,1020,2007 +"0291310100","20150116T000000",400000,3,2.5,1600,2388,"2",0,0,3,8,1600,0,2004,0,"98027",47.5345,-122.069,1410,1287 +"1523300157","20141015T000000",325000,2,0.75,1020,1076,"2",0,0,3,7,1020,0,2008,0,"98144",47.5941,-122.299,1020,1357 + +"7203220300","20140724T000000",895990,4,2.75,3555,6565,"2",0,0,3,9,3555,0,2014,0,"98053",47.6847,-122.017,3625,5637 +"4027701220","20140828T000000",259000,3,2,1610,14046,"2",0,0,3,7,1610,0,1933,1988,"98028",47.7704,-122.264,2410,9000 +"0114100758","20141022T000000",420000,2,1,960,112384,"1",0,0,3,7,960,0,1955,0,"98028",47.7642,-122.234,1210,24875 +"9376301110","20140519T000000",518000,3,2.5,1680,2096,"2",0,0,3,8,1380,300,2008,0,"98117",47.6904,-122.37,1360,2096 +"9371700085","20140722T000000",425000,3,1.75,1380,8182,"1",0,0,5,7,1380,0,1942,0,"98133",47.7513,-122.349,1300,8188 +"2122049096","20140808T000000",182500,2,1,1040,13920,"1",0,0,3,6,1040,0,1973,0,"98198",47.3756,-122.306,1100,7575 +"0546000245","20140716T000000",549900,3,1.5,1380,3031,"1.5",0,0,4,7,1380,0,1929,0,"98117",47.6889,-122.38,1440,4005 +"2783600210","20140916T000000",445000,3,1.75,1850,16863,"1",0,0,4,7,1280,570,1980,0,"98034",47.7166,-122.225,1790,9000 +"5210200184","20140606T000000",452000,2,1.75,1740,5400,"1",0,0,4,7,990,750,1946,0,"98115",47.6971,-122.282,1980,5400 +"2125049133","20141104T000000",715000,5,1.75,1920,6500,"1",0,0,3,7,1260,660,1951,0,"98112",47.6394,-122.308,1970,5500 +"7940710100","20140911T000000",559000,3,2.5,2010,5200,"2",0,0,3,8,2010,0,1989,0,"98034",47.7142,-122.203,1860,4400 +"6072800246","20140702T000000",3.3e+006,5,6.25,8020,21738,"2",0,0,3,11,8020,0,2001,0,"98006",47.5675,-122.189,4160,18969 +"5466700450","20141015T000000",250000,4,1.75,1860,7350,"1",0,0,4,7,1090,770,1977,0,"98031",47.3979,-122.174,1710,7350 +"1425039029","20140923T000000",1.23e+006,5,4,4390,6656,"2",0,0,3,9,2930,1460,2008,0,"98199",47.648,-122.397,1560,6656 +"0422069067","20150512T000000",276500,4,2.25,2380,128937,"1",0,0,4,7,2380,0,1960,0,"98038",47.4253,-122.043,1030,114998 +"2472920740","20141114T000000",440000,4,2.5,2880,7386,"2",0,0,4,9,2880,0,1987,0,"98058",47.4397,-122.15,2420,7663 +"2338800100","20140508T000000",543200,6,2.25,2820,15600,"1.5",0,2,5,7,1970,850,1940,0,"98166",47.4635,-122.362,2520,7797 +"3524039060","20140601T000000",250000,1,1,750,4000,"1",0,0,3,6,750,0,1918,0,"98136",47.5243,-122.39,1770,4850 +"7539900040","20140728T000000",625000,4,2.5,1750,9000,"1",0,0,3,8,1410,340,1977,2003,"98052",47.6403,-122.105,2120,9600 +"1646502055","20140613T000000",530100,3,1,1540,3399,"1.5",0,0,3,7,1200,340,1926,0,"98117",47.6853,-122.359,1500,3914 +"1025049268","20140721T000000",549900,2,1.75,1140,936,"2",0,0,3,8,940,200,2014,0,"98105",47.6647,-122.284,1160,1327 +"0324059076","20150311T000000",430000,4,1.5,1560,6534,"1",0,0,4,7,1560,0,1962,0,"98007",47.6012,-122.152,1560,6969 +"1853080730","20141210T000000",835000,3,2.5,2960,6856,"2",0,0,3,10,2960,0,2009,0,"98074",47.5906,-122.057,3320,6856 +"6708200040","20140507T000000",409500,4,2.75,2140,13000,"1",0,0,3,7,1320,820,1968,0,"98028",47.7683,-122.252,2360,11000 +"3438501452","20140520T000000",329000,4,2.5,1600,6765,"1",0,0,3,7,830,770,1947,2011,"98106",47.5469,-122.365,1600,8942 +"9287802380","20140522T000000",940000,4,2.75,2080,4000,"1.5",0,0,3,8,2080,0,1912,2000,"98107",47.6737,-122.358,1730,5000 +"2652501513","20140813T000000",539950,3,2,1560,3200,"1.5",0,0,3,7,1560,0,1910,2007,"98109",47.6398,-122.356,1240,3600 +"2421059125","20150414T000000",579950,4,2.5,2880,213444,"1",0,0,5,8,2140,740,1984,0,"98092",47.2887,-122.109,2810,213444 +"1250202990","20140611T000000",881000,5,3,2510,4125,"1.5",0,3,5,8,1590,920,1925,0,"98144",47.5968,-122.29,2190,5415 +"6914700165","20140804T000000",362500,3,1,960,5424,"1.5",0,0,3,6,960,0,1916,0,"98115",47.6997,-122.32,1550,5687 +"0920069052","20150421T000000",243950,2,1,1120,35500,"1",0,0,5,6,1120,0,1961,0,"98022",47.2411,-122.043,1680,66022 +"7853310590","20140529T000000",658000,4,2.75,3310,6166,"2",0,0,3,9,3310,0,2008,0,"98065",47.521,-121.877,3200,7027 +"1898600100","20141124T000000",218250,3,1.5,1080,9774,"1",0,0,3,7,1080,0,1968,0,"98023",47.3155,-122.401,1190,9611 +"5611500100","20140522T000000",655000,4,2.5,2860,12394,"2",0,0,3,10,2860,0,1999,0,"98075",47.5832,-122.026,3070,8515 +"1796370590","20150305T000000",255000,3,2,1490,7599,"1",0,0,3,7,1490,0,1990,0,"98042",47.3687,-122.088,1560,7710 +"7831800110","20150115T000000",215000,3,1,1210,7175,"1",0,0,3,7,1210,0,1918,0,"98106",47.5339,-122.356,1640,5850 +"4218400175","20150223T000000",1.265e+006,3,1.75,2240,5657,"1.5",0,2,4,8,1910,330,1941,0,"98105",47.6621,-122.27,2970,5657 +"5317100750","20140711T000000",2.92e+006,4,4.75,4575,24085,"2.5",0,2,5,10,3905,670,1926,0,"98112",47.6263,-122.284,3900,9687 +"3365900175","20150402T000000",424305,3,2.5,1600,5960,"2",0,2,5,8,1600,0,1910,0,"98168",47.4758,-122.265,1410,13056 +"7649900175","20140520T000000",494000,4,1.75,2090,4300,"1.5",0,0,4,7,1250,840,1925,0,"98136",47.5555,-122.397,1670,5000 +"8159600360","20140605T000000",560000,4,2.5,2260,3713,"2",0,0,3,9,2260,0,2003,0,"98034",47.7247,-122.165,2260,3713 +"9272202260","20140924T000000",130000,3,1,1200,7000,"2",0,0,1,7,1200,0,1908,0,"98116",47.5883,-122.384,3290,6000 +"2820069048","20150504T000000",468000,4,2.5,2480,176418,"1.5",0,3,5,8,2480,0,1927,0,"98022",47.1941,-122.038,1640,112384 +"6744700343","20141209T000000",480000,5,3,2240,15435,"1",0,1,5,7,1390,850,1952,0,"98155",47.7426,-122.288,2240,10750 +"0925049318","20140811T000000",475000,3,1.75,1550,4054,"1.5",0,0,4,7,1550,0,1926,0,"98115",47.6743,-122.301,1510,3889 +"6648700150","20150225T000000",285000,4,1.75,2130,8151,"1",0,0,4,7,1330,800,1967,0,"98031",47.3932,-122.201,1600,8587 +"0510001400","20140630T000000",765000,5,3,2870,5700,"1",0,0,3,7,1950,920,1964,0,"98103",47.6621,-122.33,1730,5529 +"7606200090","20150327T000000",208000,2,1,1160,5750,"1",0,0,4,6,1160,0,1924,0,"98065",47.5322,-121.829,1160,8250 +"8562890590","20141003T000000",372000,3,2.5,2430,5000,"2",0,0,3,8,2430,0,2001,0,"98042",47.3786,-122.127,2910,5620 +"0441000115","20141209T000000",470000,2,1,900,5512,"1",0,0,3,7,900,0,1947,0,"98115",47.6877,-122.289,1270,5512 +"3876200330","20140626T000000",451000,5,2.75,2830,8925,"1.5",0,0,3,7,2830,0,1967,0,"98034",47.731,-122.179,1700,8539 +"1508210100","20140827T000000",442200,4,1.75,1620,8132,"1",0,0,3,8,1620,0,1974,0,"98052",47.6788,-122.11,1920,8400 +"2944500330","20140825T000000",330000,4,2.5,2510,8580,"2",0,0,4,8,2510,0,1991,2012,"98023",47.295,-122.37,2290,7809 +"4302200625","20140924T000000",335000,3,1.75,1790,5120,"1",0,0,4,6,940,850,1949,0,"98106",47.5277,-122.355,1160,5120 +"2722049246","20141114T000000",280000,3,2,1640,13249,"1",0,0,3,7,1640,0,1995,0,"98032",47.3589,-122.281,1640,9240 +"0142000175","20140822T000000",625000,3,1.75,2240,6050,"1",0,0,4,8,1250,990,1950,0,"98116",47.5658,-122.4,1720,6050 +"9558041130","20140903T000000",345000,3,2.5,1870,3584,"2",0,0,3,8,1870,0,2003,0,"98058",47.4521,-122.121,1900,3920 +"5112800210","20141024T000000",255950,4,1,1500,11050,"1",0,0,5,7,1500,0,1964,0,"98058",47.4509,-122.088,1970,20800 +"2461900850","20150105T000000",570000,4,1,1490,6000,"1.5",0,0,3,7,1490,0,1918,0,"98136",47.5518,-122.385,1700,6000 +"0647100096","20150331T000000",685000,3,1.5,2230,8558,"2",0,0,3,8,2230,0,1960,0,"98040",47.5833,-122.219,2200,8558 +"2787311110","20140902T000000",273148,3,1.75,1710,7210,"1",0,0,4,7,1240,470,1974,0,"98031",47.4094,-122.175,1840,7245 +"1545801500","20140625T000000",246500,3,2.5,1620,7686,"2",0,0,3,7,1620,0,1989,0,"98038",47.3613,-122.053,1370,7686 +"3811300110","20150406T000000",349950,5,2.5,2250,7176,"1",0,0,3,7,1310,940,1983,0,"98055",47.4486,-122.194,1550,9081 +"7519001321","20150210T000000",545000,4,2,1700,2350,"1",0,0,3,6,850,850,1926,2014,"98117",47.6865,-122.366,1600,4160 +"8641500252","20150227T000000",403000,3,2.5,1502,1400,"3",0,0,3,7,1502,0,2005,0,"98115",47.6951,-122.305,1377,1466 +"8562891240","20150211T000000",299950,4,2.5,1900,4054,"2",0,0,3,7,1900,0,2003,0,"98042",47.3767,-122.124,2520,4085 +"8644210110","20150501T000000",792000,3,2.5,3320,12840,"1",0,0,3,10,2600,720,1990,0,"98075",47.5783,-121.994,3230,14933 +"8024202380","20141002T000000",418000,5,2.5,1980,10205,"1",0,0,4,7,1080,900,1929,0,"98115",47.699,-122.307,1310,5413 +"5006000035","20150427T000000",332500,4,1,1670,8102,"1.5",0,0,3,6,1670,0,1944,0,"98166",47.4692,-122.355,1310,7906 +"0421069081","20150127T000000",337000,3,2.5,2235,43560,"1",0,0,5,7,990,1245,1975,0,"98010",47.3326,-122.046,1460,29621 +"5053300015","20150121T000000",212000,2,1,1070,7386,"1",0,0,3,6,1070,0,1949,0,"98108",47.5434,-122.298,1330,6351 +"8857320120","20150310T000000",542000,2,2.25,1800,2819,"2",0,2,4,9,1800,0,1979,0,"98008",47.6104,-122.113,1800,2755 +"7852110690","20140522T000000",622500,4,2.5,2980,8107,"2",0,0,3,9,2980,0,2000,0,"98065",47.5389,-121.876,2750,7760 +"6084600330","20140829T000000",260000,3,1.75,1670,8511,"1",0,0,3,7,1340,330,1985,0,"98001",47.3257,-122.276,1580,7218 +"5561000330","20150505T000000",525000,3,1.75,2620,38350,"1",0,0,4,8,1320,1300,1977,0,"98027",47.4619,-121.991,2170,36962 +"2225059273","20141114T000000",975000,5,3.5,5470,35071,"2",0,0,3,11,4590,880,1976,0,"98005",47.6368,-122.159,3600,35074 +"1370803445","20140909T000000",1.14e+006,4,1.75,3080,6500,"1",0,0,4,9,1700,1380,1941,0,"98199",47.6353,-122.402,2960,5711 +"1236300268","20150303T000000",500000,3,1,940,10360,"1",0,0,4,7,940,0,1964,0,"98033",47.688,-122.19,2019,10360 +"7752700110","20140618T000000",554000,5,2.25,1870,11411,"1",0,0,4,8,1170,700,1961,0,"98155",47.7445,-122.289,2420,10793 +"2781250230","20140605T000000",343000,4,2.5,2070,4500,"2",0,0,3,7,2070,0,2004,0,"98038",47.3497,-122.026,2760,5173 +"4027701055","20150424T000000",515000,2,1.75,950,15219,"1",0,0,3,8,950,0,2009,0,"98028",47.7723,-122.262,1560,12416 +"2755200040","20140712T000000",492000,2,1,1290,6272,"1",0,0,4,6,890,400,1922,0,"98115",47.6777,-122.305,1260,5376 +"2193320450","20150213T000000",655000,4,3,2570,8022,"1",0,0,4,8,1370,1200,1984,0,"98052",47.6956,-122.099,2090,8022 +"2895550330","20150506T000000",290000,3,2.5,1600,6848,"2",0,0,3,7,1600,0,2000,0,"98001",47.3303,-122.271,1700,7210 +"8712100790","20140701T000000",952500,4,1.5,2550,5055,"2",0,0,4,10,2550,0,1910,0,"98112",47.636,-122.301,1970,4431 +"7883603700","20140822T000000",235000,2,1,1010,7500,"1",0,0,3,7,1010,0,1941,0,"98108",47.5283,-122.32,1220,6000 +"3438502731","20150401T000000",323000,3,1.5,1720,7110,"1",0,0,3,8,1720,0,1955,0,"98106",47.5417,-122.355,1730,6840 +"2025049161","20140506T000000",1.05e+006,3,2.5,2200,1970,"2",0,0,3,9,1610,590,2008,0,"98102",47.6426,-122.327,1890,3505 +"1222029077","20141029T000000",265000,0,0.75,384,213444,"1",0,0,3,4,384,0,2003,0,"98070",47.4177,-122.491,1920,224341 +"5706500385","20150129T000000",200000,2,1,1400,9600,"1.5",0,0,4,6,1400,0,1941,0,"98022",47.2113,-121.993,1230,9600 +"4024101254","20141204T000000",419995,3,2.25,1830,7500,"1",0,0,4,7,1330,500,1968,0,"98155",47.7574,-122.31,1830,8720 +"7923250090","20150310T000000",1.5e+006,3,3,3110,9015,"1",0,4,4,10,1590,1520,1980,0,"98033",47.6624,-122.202,3150,11447 +"6675500082","20140812T000000",455000,3,2.5,1600,7829,"2",0,0,3,7,1600,0,1987,0,"98034",47.7288,-122.227,1580,9104 +"4046710180","20150325T000000",660000,3,3.5,3600,37982,"2",0,0,4,8,3600,0,1996,0,"98014",47.6982,-121.917,2050,18019 +"1771000760","20140513T000000",319000,3,1,1390,12823,"1",0,0,4,7,1390,0,1968,0,"98077",47.7438,-122.075,1390,10095 +"3421069044","20141223T000000",390000,3,1.75,2092,250905,"1",0,0,3,7,2092,0,1981,0,"98022",47.2664,-122.027,2092,217800 +"6600000330","20140627T000000",718500,3,1.5,1200,6240,"1",0,0,3,8,1030,170,1952,0,"98112",47.6222,-122.287,2810,6240 +"2041000025","20141203T000000",474000,2,1,1090,3160,"1",0,0,3,7,840,250,1926,0,"98109",47.6385,-122.344,1070,3160 +"2215500230","20140825T000000",615750,4,2,2140,6360,"2",0,0,3,7,1840,300,1945,0,"98115",47.687,-122.286,1690,6360 +"6639900176","20141114T000000",551000,3,2.5,2010,17362,"2",0,0,3,8,2010,0,1994,0,"98033",47.6904,-122.176,1920,7200 +"0104510180","20150211T000000",230000,3,2.25,1500,7210,"1",0,0,3,7,1150,350,1984,0,"98023",47.3124,-122.352,1500,7210 +"7202360760","20140711T000000",790000,4,2.5,3500,9198,"2",0,0,3,9,3500,0,2004,0,"98053",47.6785,-122.025,3990,8598 +"3879901285","20150326T000000",1.23e+006,3,2.5,2660,1967,"3",0,3,3,9,1870,790,2007,0,"98119",47.6264,-122.363,1640,1369 +"1559900110","20141223T000000",325000,3,2.25,1440,6443,"2",0,0,3,7,1440,0,1995,0,"98019",47.7471,-121.979,1700,6749 +"7202260040","20140801T000000",705000,4,2.75,2780,6207,"2",0,0,3,8,2780,0,2001,0,"98053",47.6867,-122.038,2660,5592 +"7334600730","20141211T000000",259000,4,1.75,1580,8856,"2",0,0,3,7,1580,0,1979,0,"98045",47.4694,-121.745,1390,9490 +"1723049419","20141204T000000",306000,3,1.5,1250,8700,"1",0,0,4,7,1250,0,1959,0,"98168",47.4744,-122.328,1300,8700 +"3438501081","20141215T000000",315000,3,1,970,6828,"1",0,0,3,6,970,0,1928,0,"98106",47.5476,-122.36,1160,11666 +"2916200054","20150413T000000",392500,3,1,1100,7650,"1",0,0,3,7,1100,0,1952,0,"98133",47.7219,-122.354,1430,7650 +"3024059149","20141112T000000",1.065e+006,4,2.25,3240,12930,"2",0,0,4,9,2730,510,1968,0,"98040",47.5373,-122.22,2610,12884 +"1862400528","20140716T000000",350500,2,2.5,1290,1445,"3",0,0,3,8,1290,0,1999,0,"98117",47.6955,-122.376,1470,1503 +"6329000385","20140618T000000",825000,4,3.5,3810,9792,"2",0,0,3,9,3810,0,1938,2013,"98146",47.5018,-122.38,1950,9792 +"7812800215","20140808T000000",235000,4,1,1500,6360,"1.5",0,0,3,6,1500,0,1944,0,"98178",47.4979,-122.24,1190,6360 +"2324079057","20150302T000000",650000,3,2,2660,257875,"1",0,2,4,8,1530,1130,1976,0,"98024",47.553,-121.887,1710,64033 +"1982201485","20140512T000000",675000,4,3,2400,3340,"1",0,0,4,7,1200,1200,1964,0,"98107",47.6646,-122.365,1520,3758 +"0740500040","20141001T000000",265000,4,1,1860,8505,"1",0,0,4,7,1860,0,1955,0,"98055",47.4406,-122.194,1560,8505 +"3025049052","20140812T000000",822500,2,1,1450,7098,"1",0,4,3,7,1450,0,1924,0,"98109",47.63,-122.349,2390,6098 +"5244801255","20150428T000000",705000,3,2.75,2260,4000,"2",0,0,4,8,1540,720,1956,0,"98109",47.6435,-122.353,2120,4000 +"2397101606","20141208T000000",2.63e+006,6,4.75,5540,7200,"2.5",0,2,4,11,3950,1590,1909,0,"98119",47.6361,-122.366,2930,7200 +"7234601445","20140623T000000",685000,2,1.5,1300,1676,"1",0,2,3,7,1300,0,1943,0,"98122",47.6133,-122.308,1260,1740 +"3693901105","20141020T000000",630000,4,2,1610,5000,"2",0,0,5,7,1610,0,1946,0,"98117",47.6775,-122.398,1300,4950 +"3124059006","20140508T000000",1.25e+006,4,3.25,3820,24166,"2",0,1,4,11,3310,510,1990,0,"98040",47.5263,-122.227,2900,18786 +"2523039310","20150112T000000",359000,4,2.5,1820,11325,"1",0,0,3,8,1390,430,1976,0,"98166",47.4574,-122.361,1990,10802 +"5469650040","20150316T000000",784500,4,5,5820,13906,"2",0,0,3,11,3750,2070,1993,0,"98042",47.3814,-122.164,2980,13000 +"5021900945","20140703T000000",850000,3,2,2470,8800,"2",0,0,3,9,2470,0,1961,2004,"98040",47.5753,-122.222,2340,10980 +"1152700220","20140903T000000",410000,3,2.5,3040,6054,"2",0,0,3,9,3040,0,2005,0,"98042",47.3508,-122.163,2650,6054 +"1423900220","20140709T000000",252000,4,1.75,1120,8250,"1",0,0,4,7,1120,0,1966,0,"98058",47.4555,-122.177,1330,7975 +"3425059066","20140812T000000",618000,5,1.75,1880,18295,"1",0,0,4,7,1880,0,1955,0,"98005",47.6059,-122.154,2180,20674 +"5347200165","20141002T000000",265000,3,1,1070,4800,"1",0,0,3,6,970,100,1947,0,"98126",47.5187,-122.377,1120,1198 +"5145100300","20140918T000000",465000,3,2,1560,8509,"1",0,0,3,8,790,770,1969,0,"98034",47.7261,-122.22,1410,7428 +"6141100395","20150204T000000",240000,2,1,870,6552,"1",0,0,3,6,870,0,1947,0,"98133",47.7188,-122.353,1500,6678 +"5153200506","20140731T000000",217000,3,1,1000,12000,"1",0,0,3,7,1000,0,1959,0,"98023",47.3321,-122.346,1490,14940 +"9122000385","20140806T000000",415000,4,2.25,2520,4200,"1.5",0,0,4,7,1510,1010,1909,0,"98144",47.5814,-122.312,1460,4200 +"3279000120","20141222T000000",274000,2,2,1700,7992,"1",0,0,4,7,950,750,1980,0,"98023",47.3031,-122.385,1700,8030 +"3438503223","20150223T000000",420000,5,3,2150,6117,"1",0,0,3,7,1370,780,2003,0,"98106",47.538,-122.356,1990,6064 +"6788201240","20150318T000000",1.0625e+006,4,2.75,1590,6000,"1.5",0,0,4,8,1590,0,1925,0,"98112",47.6401,-122.299,1590,4000 +"4139900120","20140605T000000",1.415e+006,4,5.25,4670,43950,"2",0,0,3,12,4670,0,1989,0,"98006",47.5456,-122.126,4900,35000 +"1868900775","20140505T000000",618500,3,2,1800,5000,"1",0,0,4,7,1080,720,1942,0,"98115",47.6738,-122.297,1800,5000 +"0764000180","20150109T000000",295000,3,1.5,1670,10800,"1",0,0,4,8,1670,0,1956,0,"98022",47.2004,-122.003,1670,9169 +"3578400910","20150316T000000",400000,3,2,1010,12252,"1",0,0,3,8,1010,0,1980,0,"98074",47.6224,-122.045,1840,11497 +"5631500191","20150326T000000",595000,3,2.5,2550,6677,"2",0,0,3,8,2550,0,2002,0,"98028",47.7336,-122.232,1930,7217 +"6448000100","20140617T000000",1.728e+006,4,3,3700,20570,"1",0,0,4,10,1850,1850,1976,0,"98004",47.6212,-122.224,3080,17595 +"1545801340","20141231T000000",261000,3,1.75,1350,7686,"1",0,0,3,7,1350,0,1987,0,"98038",47.3617,-122.052,1370,7686 +"5244800915","20141016T000000",780000,5,2.5,1660,4000,"1.5",0,0,5,8,1660,0,1929,0,"98109",47.6452,-122.352,1210,4000 +"4217400590","20141118T000000",589000,3,1.5,1390,5040,"1",0,0,3,7,1090,300,1947,0,"98105",47.6611,-122.282,1910,4800 +"1683600110","20150305T000000",230000,3,1.75,1720,9125,"1",0,0,4,7,1140,580,1981,0,"98092",47.3173,-122.181,1120,7506 +"3630090110","20141018T000000",690000,4,3.5,2980,2147,"2.5",0,0,3,10,2490,490,2006,0,"98029",47.5463,-121.995,2880,2428 +"1785400210","20150129T000000",524000,4,2.25,2190,15491,"2",0,0,3,8,2190,0,1981,0,"98074",47.6299,-122.039,2090,15039 +"3319500317","20140522T000000",380000,2,2.5,1230,987,"2",0,0,3,7,1060,170,2011,0,"98144",47.6007,-122.305,1290,1328 +"2492200256","20141112T000000",357500,3,1,1000,4080,"1",0,0,4,7,740,260,1945,0,"98126",47.5351,-122.381,1480,4080 +"3797300110","20141027T000000",330000,3,2,2500,10697,"1",0,0,3,8,2500,0,1994,0,"98022",47.1927,-122.01,2560,9772 +"1870400615","20150309T000000",635000,5,1.75,2240,4750,"1",0,0,4,7,1120,1120,1920,0,"98115",47.6727,-122.293,1980,4750 +"8823901445","20150313T000000",934000,9,3,2820,4480,"2",0,0,3,7,1880,940,1918,0,"98105",47.6654,-122.307,2460,4400 +"3630000150","20150128T000000",358500,2,1.75,1400,865,"2",0,0,3,8,1110,290,2005,0,"98029",47.5478,-121.999,1380,1107 +"5727500301","20141006T000000",401000,3,1.5,1470,6867,"1",0,0,3,8,1470,0,1955,0,"98155",47.7495,-122.327,1470,6523 +"4167960330","20150109T000000",270000,3,2,1820,7750,"1",0,0,3,8,1820,0,1992,0,"98023",47.3169,-122.352,2080,8084 +"2484700155","20141014T000000",705000,4,2,2060,6000,"1",0,1,4,8,1370,690,1954,0,"98136",47.5237,-122.383,2060,6600 +"4046700300","20141030T000000",325000,3,2,1670,17071,"1",0,0,3,7,1100,570,1988,0,"98014",47.69,-121.913,1660,15593 +"4365200865","20140902T000000",384950,3,1,1540,7740,"1",0,0,4,7,1540,0,1909,0,"98126",47.522,-122.375,1220,7740 +"6713700205","20140715T000000",310000,3,1,1210,9730,"1",0,0,4,7,1210,0,1953,0,"98133",47.762,-122.355,1470,9730 +"0293800900","20141006T000000",829950,4,2.5,3430,42775,"2",0,0,3,10,3430,0,1992,0,"98077",47.765,-122.045,3190,36820 +"3375800220","20150330T000000",353000,3,2.5,2550,6021,"2",0,0,3,7,2550,0,2002,0,"98030",47.3828,-122.211,2080,6021 +"8898700820","20140707T000000",170500,2,1,1060,7700,"1",0,0,3,7,820,240,1981,0,"98055",47.4599,-122.205,1370,8833 +"2725069156","20140716T000000",885250,4,2.5,3670,49658,"2",0,0,3,10,3670,0,1999,0,"98074",47.6219,-122.015,3040,49658 +"8043700300","20140608T000000",2.7e+006,4,3.25,4420,7850,"2",1,4,3,11,3150,1270,2001,0,"98008",47.572,-122.102,2760,8525 +"2372800100","20140925T000000",245000,3,1.5,1550,9126,"1",0,0,5,7,1550,0,1957,0,"98022",47.2012,-122,1450,9282 +"7518501822","20141017T000000",469000,3,2.5,1190,1290,"3",0,0,3,8,1190,0,2008,0,"98107",47.6762,-122.378,1410,1923 +"1928300620","20140608T000000",455000,3,1,1300,3550,"1.5",0,0,3,7,1300,0,1927,0,"98105",47.6696,-122.32,1410,4080 +"1402950100","20141121T000000",305000,4,2.5,2430,5959,"2",0,0,3,8,2430,0,2002,0,"98092",47.3348,-122.19,2100,5414 +"2616800600","20140530T000000",840000,7,4.5,4290,37607,"1.5",0,0,5,10,4290,0,1982,0,"98027",47.4812,-122.033,2810,40510 +"2597530760","20140623T000000",905000,5,3.5,3500,10155,"2",0,0,3,10,2570,930,1996,0,"98006",47.5415,-122.133,2940,10753 +"7345200650","20141231T000000",219200,3,2,1680,7000,"1.5",0,0,4,7,1680,0,1968,0,"98002",47.2775,-122.203,1540,7480 +"0259800750","20150223T000000",455000,3,1.5,1250,8004,"1",0,0,3,7,1250,0,1965,0,"98008",47.6285,-122.117,1450,7931 +"0723049197","20140627T000000",195000,2,1,1020,8100,"1",0,0,3,6,1020,0,1940,0,"98168",47.4971,-122.334,1200,12500 +"2883200775","20141113T000000",799000,3,1,1510,4178,"2",0,0,3,8,1510,0,1902,1979,"98103",47.6849,-122.335,2140,4916 +"3995700245","20140627T000000",285000,2,1,910,8155,"1",0,0,4,6,910,0,1948,0,"98155",47.7399,-122.3,1240,8155 +"1775900220","20140922T000000",300000,3,1.5,1320,15053,"1",0,0,3,7,1320,0,1979,0,"98072",47.7405,-122.095,1250,13368 +"7999600180","20140529T000000",83000,2,1,900,8580,"1",0,0,3,5,900,0,1918,0,"98168",47.4727,-122.27,2060,6533 +"6145601745","20150414T000000",220000,2,1,890,4804,"1",0,0,4,7,890,0,1928,0,"98133",47.7027,-122.346,1010,3844 +"0818500100","20140603T000000",174500,2,2.5,1240,2689,"2",0,0,3,7,1240,0,1986,0,"98003",47.3236,-122.323,1430,3609 +"3904920730","20150427T000000",695000,4,2.5,2960,10760,"2",0,0,3,9,2960,0,1987,0,"98029",47.5677,-122.013,2480,9528 +"3211000040","20141204T000000",255000,3,1.5,1020,11410,"1",0,0,3,7,1020,0,1959,0,"98059",47.4811,-122.162,1290,8400 +"9557300040","20150225T000000",539000,5,2.25,2590,7245,"1",0,0,3,8,1510,1080,1973,0,"98008",47.6398,-122.111,1930,7245 +"7011201482","20150317T000000",552700,2,1,1100,2800,"1",0,0,3,7,1100,0,1925,0,"98119",47.6361,-122.371,1110,1673 +"5315100667","20140603T000000",571500,3,1,1300,6710,"1",0,0,4,6,1300,0,1952,0,"98040",47.5851,-122.242,1630,9946 +"8598900157","20150313T000000",263700,3,1,1200,6561,"1",0,0,3,6,1200,0,1950,1968,"98177",47.7763,-122.36,1340,9450 +"1346300150","20141020T000000",3.3e+006,8,4,7710,11750,"3.5",0,0,5,12,6090,1620,1904,0,"98112",47.6263,-122.314,4210,8325 +"9268710220","20140528T000000",186950,2,2,1390,1302,"2",0,0,3,7,1390,0,1986,0,"98003",47.3089,-122.33,1390,1302 +"2224079086","20141110T000000",520000,3,1.75,1430,53628,"2",0,0,3,8,1430,0,1985,0,"98024",47.5577,-121.891,2100,53628 +"1761600150","20140730T000000",358000,3,1.5,1250,7194,"1",0,0,4,7,1250,0,1969,0,"98034",47.7298,-122.231,1340,7242 +"2123049086","20140807T000000",210000,2,0.75,840,49658,"1",0,0,2,6,840,0,1948,0,"98168",47.4727,-122.292,1240,11000 +"4389201095","20150511T000000",3.65e+006,5,3.75,5020,8694,"2",0,1,3,12,3970,1050,2007,0,"98004",47.6146,-122.213,4190,11275 +"2802200100","20140811T000000",543000,4,2.25,2060,8767,"2",0,0,3,8,2060,0,1983,0,"98052",47.7228,-122.103,1610,8062 +"6706000040","20150423T000000",330000,4,2.25,2000,10679,"1",0,0,3,7,1350,650,1960,0,"98148",47.4238,-122.329,1650,8875 +"9828701690","20140806T000000",529000,3,2,1530,3400,"1",0,0,3,7,990,540,1907,2014,"98112",47.6204,-122.296,1880,4212 +"7891600165","20140627T000000",295000,1,1,700,2500,"1",0,0,4,7,700,0,1907,0,"98106",47.5662,-122.364,1340,5000 +"1238500978","20140922T000000",365000,3,1,950,8450,"1",0,0,3,7,950,0,1962,0,"98033",47.6884,-122.186,1610,10080 +"8673400141","20141015T000000",473000,3,3,1380,1081,"3",0,0,3,8,1380,0,2005,0,"98107",47.6692,-122.39,1390,1140 +"9421500150","20140623T000000",403500,3,1,1830,8004,"1",0,0,3,8,1200,630,1960,0,"98125",47.7259,-122.297,1860,7971 +"0148000035","20140602T000000",544000,3,1.5,1790,8203,"1.5",0,1,3,7,1790,0,1910,0,"98116",47.5768,-122.403,1960,6047 +"2436700395","20141023T000000",621000,3,1,1340,4000,"1.5",0,0,4,7,1340,0,1927,0,"98105",47.6652,-122.288,1510,4000 +"8010100040","20140801T000000",672600,3,2.25,1520,5750,"2",0,0,3,8,1400,120,1908,2006,"98116",47.5787,-122.388,1420,5650 +"1193000220","20150407T000000",689800,2,1.75,1370,3125,"1",0,0,3,7,1090,280,1950,0,"98199",47.6492,-122.391,1730,5966 +"8827901415","20150507T000000",613000,3,1.5,1470,4480,"1",0,0,4,7,1130,340,1918,0,"98105",47.6693,-122.291,2120,4480 +"7732410220","20140701T000000",808000,4,2.25,2500,8866,"2",0,0,4,9,2500,0,1987,0,"98007",47.6604,-122.146,2630,8847 +"0415100015","20140725T000000",301000,3,1,1060,9241,"1",0,0,4,7,1060,0,1956,0,"98133",47.7465,-122.339,1900,6484 +"2130400150","20140925T000000",340000,3,1.75,1210,9635,"1",0,0,4,7,1210,0,1987,0,"98019",47.7382,-121.98,1550,10707 +"1555200590","20141223T000000",206000,3,1,920,8400,"1",0,0,3,7,920,0,1963,0,"98032",47.3771,-122.287,1260,8400 +"2174503500","20141103T000000",550000,3,1.5,1340,6000,"1",0,0,4,7,1340,0,1960,0,"98040",47.5866,-122.25,1590,9000 +"6371500120","20141224T000000",325000,2,1,960,4800,"1.5",0,0,2,6,960,0,1912,0,"98116",47.5752,-122.411,1440,4800 +"3904900610","20141012T000000",475000,3,2.5,1630,7586,"2",0,0,3,8,1630,0,1986,0,"98029",47.5689,-122.023,2090,7330 +"9527000490","20140730T000000",432100,3,1.75,1840,7350,"1",0,0,3,8,1310,530,1976,0,"98034",47.7089,-122.23,1860,7000 +"2457200120","20150303T000000",359000,3,2,3085,7280,"1",0,0,4,7,1560,1525,1959,0,"98056",47.4956,-122.181,1480,7900 +"3501600100","20150105T000000",490000,3,1,920,4800,"1",0,0,4,6,780,140,1926,0,"98117",47.6937,-122.362,1370,4800 +"1245001295","20140522T000000",648360,4,1.75,2260,7005,"1",0,1,4,7,1130,1130,1947,0,"98033",47.6895,-122.207,2330,9180 +"9536601295","20141007T000000",340000,3,1.75,1730,11986,"1",0,3,5,6,1730,0,1918,0,"98198",47.3595,-122.323,2490,9264 +"2205700180","20150403T000000",545000,3,2,1610,8069,"1",0,0,5,7,1090,520,1955,0,"98006",47.5754,-122.15,1510,8803 +"0623049232","20140715T000000",115000,2,0.75,550,7980,"1",0,0,3,5,550,0,1952,0,"98146",47.511,-122.348,1330,7980 +"9413600100","20150219T000000",705640,3,2.25,2400,12350,"1",0,0,4,8,1420,980,1968,0,"98033",47.6533,-122.192,2615,12043 +"6064800410","20140730T000000",300000,3,2.25,1960,1585,"2",0,0,3,7,1750,210,2003,0,"98118",47.5414,-122.288,1760,1958 +"8964800975","20140731T000000",1.65e+006,4,2.75,3190,14904,"1",0,3,4,9,1940,1250,1949,1992,"98004",47.6178,-122.214,2600,11195 +"4473400155","20150417T000000",1.1375e+006,4,3.5,3160,4200,"2",0,4,3,8,2180,980,1999,0,"98144",47.5963,-122.292,2180,5200 +"7657000210","20140818T000000",280000,3,1.75,1550,7410,"1.5",0,0,5,7,1550,0,1944,0,"98178",47.4951,-122.237,1250,7467 +"8732040180","20141219T000000",245000,4,1.75,1930,7650,"1",0,0,4,8,1280,650,1981,0,"98023",47.3078,-122.386,1860,8800 +"9547202950","20141030T000000",564000,4,1,1170,4590,"1.5",0,0,4,7,1170,0,1925,0,"98115",47.6804,-122.311,1430,4080 +"1370802770","20140919T000000",849000,3,1.75,2520,4534,"1",0,0,5,9,1460,1060,1954,0,"98199",47.6381,-122.401,1870,5023 +"3885803465","20150409T000000",698000,3,1.75,1220,7447,"1",0,0,4,7,1220,0,1964,0,"98033",47.6886,-122.211,1340,7200 +"2896610210","20140925T000000",319000,3,1,960,8556,"1",0,0,3,7,960,0,1971,0,"98034",47.7245,-122.22,1320,7528 +"3760500455","20150224T000000",1.45e+006,3,3.5,4110,15720,"1",0,1,3,10,2230,1880,2000,0,"98034",47.6996,-122.229,2500,15400 +"3324069541","20140710T000000",695000,4,3.5,3310,21050,"2",0,0,5,9,2400,910,1992,0,"98027",47.5197,-122.041,2260,23400 +"0003600072","20150330T000000",680000,4,2.75,2220,5310,"1",0,0,5,7,1170,1050,1951,0,"98144",47.5801,-122.294,1540,4200 +"2722049218","20141027T000000",287500,4,2.25,2250,12000,"2",0,0,3,8,2250,0,1985,0,"98032",47.3715,-122.274,2140,11871 +"1225039052","20141112T000000",465000,3,3.25,1510,1850,"2",0,2,3,8,1230,280,2001,0,"98107",47.6683,-122.362,1540,1840 +"8807810090","20140925T000000",335000,3,1,1350,14212,"1",0,0,4,6,1350,0,1981,0,"98053",47.6606,-122.06,1520,14404 +"9508850120","20140627T000000",602000,4,1.75,2420,37800,"1",0,0,4,8,1880,540,1981,0,"98053",47.6688,-122.024,2780,35532 +"5126300650","20150225T000000",482000,3,2.5,2950,6545,"2",0,0,3,8,2950,0,2003,0,"98059",47.4828,-122.139,2400,6550 +"6303400965","20140909T000000",220000,5,1,1260,8382,"1.5",0,0,3,7,1260,0,1918,0,"98146",47.5058,-122.355,910,8382 +"7116500925","20140520T000000",206000,4,2,1700,6025,"1",0,0,3,6,1700,0,1978,0,"98002",47.3029,-122.221,1320,5956 +"9241900115","20150324T000000",1.1e+006,4,3,3320,5760,"2",0,0,3,9,2120,1200,1954,2007,"98199",47.6474,-122.389,2400,6144 +"7202330410","20150320T000000",491150,3,2.5,1470,3971,"2",0,0,3,7,1470,0,2003,0,"98053",47.6816,-122.035,1650,3148 +"5151600300","20140812T000000",390000,4,2.75,2500,12848,"1",0,1,3,8,2120,380,1975,0,"98003",47.3364,-122.321,2370,12497 +"1332200100","20150507T000000",393000,4,2.5,2641,8091,"2",0,0,3,7,2641,0,1998,0,"98031",47.4043,-122.213,2641,8535 +"1939130730","20140717T000000",635000,4,2,2260,8457,"2",0,0,3,9,2260,0,1992,0,"98074",47.6251,-122.03,2410,7713 +"0472000015","20140516T000000",490000,2,1,1160,5000,"1",0,0,4,8,1160,0,1937,0,"98117",47.6865,-122.399,1750,5000 +"3667500015","20140925T000000",770000,4,3.5,3680,2242,"2.5",0,0,3,9,2670,1010,1930,2007,"98112",47.6192,-122.307,1350,1288 +"6430000945","20141204T000000",665000,2,2,1615,4590,"1.5",0,0,5,8,1615,0,1906,0,"98103",47.6886,-122.348,1470,4590 +"0322059161","20141001T000000",287000,3,1,1250,26862,"1",0,0,3,7,1250,0,1965,0,"98058",47.426,-122.154,1530,24463 +"7905200205","20141021T000000",410000,3,1,1230,7020,"1",0,0,3,7,1090,140,1924,0,"98116",47.5719,-122.39,1390,5850 +"1772600665","20150225T000000",562000,3,2,2510,5200,"1",0,0,5,8,1470,1040,1925,0,"98106",47.5631,-122.366,990,5400 +"0203101530","20140530T000000",475000,2,2,1540,54450,"2",0,0,3,7,1540,0,1983,0,"98053",47.638,-121.953,2280,29918 +"0820000018","20141014T000000",387500,3,3.25,1860,2218,"3",0,0,3,8,1860,0,2001,0,"98125",47.7185,-122.313,1860,2218 +"1560800110","20140617T000000",580000,5,2,2700,10875,"1",0,0,4,7,1540,1160,1962,0,"98007",47.6163,-122.138,2040,7464 +"2869200110","20140621T000000",930000,3,2.5,3290,6830,"2",0,0,3,10,3290,0,2000,0,"98052",47.6702,-122.142,3200,6227 +"6151800300","20150213T000000",625000,3,1.75,2700,18893,"1",0,0,4,7,2110,590,1948,1983,"98010",47.3397,-122.048,2260,17494 +"4475000180","20141203T000000",325000,3,2,1570,5600,"1",0,0,3,8,1570,0,1999,0,"98058",47.4286,-122.185,2010,5600 +"3223059206","20140627T000000",235000,3,1.75,1950,8712,"1",0,0,3,7,1950,0,1960,0,"98055",47.4391,-122.189,1820,11520 +"5102400025","20140625T000000",450000,2,1,1380,4390,"1",0,0,4,8,880,500,1931,0,"98115",47.6947,-122.323,1390,5234 +"0194000145","20150312T000000",745000,4,2.75,2410,5650,"1.5",0,0,5,8,2070,340,1909,0,"98116",47.5651,-122.391,1960,5650 +"5560000540","20140723T000000",223000,4,2,1200,8470,"1",0,0,4,7,1200,0,1961,0,"98023",47.3262,-122.338,1110,8400 +"3326049077","20140728T000000",630000,4,1.75,1770,12278,"1",0,0,3,7,1350,420,1937,0,"98115",47.7004,-122.295,1670,9336 +"3126049517","20140508T000000",413450,3,2.5,1540,1614,"3",0,0,3,8,1470,70,2008,0,"98103",47.6961,-122.341,1540,1418 +"2568200740","20140811T000000",720000,5,2.75,2860,5379,"2",0,0,3,9,2860,0,2005,0,"98052",47.7082,-122.104,2980,6018 +"2622059138","20150416T000000",339000,3,1.5,1740,21980,"1",0,0,4,7,1740,0,1973,0,"98042",47.3644,-122.132,1400,16100 +"6738700205","20150505T000000",1.1155e+006,4,3.5,2830,4000,"1.5",0,0,3,7,1840,990,1919,2014,"98144",47.5842,-122.292,2340,4000 +"1778350150","20140811T000000",839000,5,4,4280,11307,"2",0,0,3,10,2710,1570,1996,0,"98027",47.5503,-122.081,3080,11307 +"6613000930","20140902T000000",2.95e+006,4,3.25,3890,25470,"2",1,3,5,10,3030,860,1923,0,"98105",47.6608,-122.269,4140,19281 +"0324069058","20140530T000000",568000,4,2,2340,50233,"1",0,0,4,7,1170,1170,1966,0,"98075",47.5905,-122.022,2470,62290 +"4345300180","20150406T000000",269000,3,2,1410,10577,"1",0,0,3,7,1410,0,1994,0,"98030",47.3642,-122.187,1660,6757 +"7525100590","20150406T000000",382000,2,2,1350,2560,"1",0,0,4,8,1350,0,1974,0,"98052",47.6338,-122.106,1800,2560 +"0955000453","20150413T000000",574000,2,2.25,1100,1114,"2",0,0,3,8,900,200,2009,0,"98122",47.6199,-122.304,1230,1800 +"7852150720","20140922T000000",405000,3,2.5,2070,4697,"2",0,0,3,7,2070,0,2002,0,"98065",47.5307,-121.875,2230,4437 +"9545220100","20140728T000000",572000,3,2.5,2360,9938,"1",0,0,3,8,1690,670,1987,0,"98027",47.5374,-122.053,2280,9626 +"7504000230","20141205T000000",675000,4,2.25,2760,12100,"2",0,0,4,9,2760,0,1976,0,"98074",47.6285,-122.058,2850,12410 +"7657000540","20140902T000000",165000,4,1,1220,7980,"1.5",0,0,3,6,1220,0,1944,0,"98178",47.4924,-122.237,1210,7920 +"7657000540","20150304T000000",260000,4,1,1220,7980,"1.5",0,0,3,6,1220,0,1944,0,"98178",47.4924,-122.237,1210,7920 +"7893203770","20150304T000000",196000,3,1,1220,6719,"1",0,0,3,6,1220,0,1953,0,"98198",47.4187,-122.329,1580,7200 +"8035350120","20150224T000000",515000,3,2.5,3020,12184,"2",0,0,3,8,3020,0,2003,0,"98019",47.744,-121.976,2980,10029 +"8820902350","20141203T000000",810000,4,3.5,3470,7396,"2",0,3,3,8,2520,950,1979,0,"98125",47.7146,-122.279,2360,10541 +"5089700300","20150311T000000",365650,4,2.25,2380,7700,"2",0,0,4,8,2380,0,1977,0,"98055",47.4391,-122.194,2100,7700 +"7234601541","20140728T000000",651000,3,3,2260,1834,"2",0,0,3,8,1660,600,2002,0,"98122",47.6111,-122.308,2260,1834 +"7972603931","20141009T000000",240000,2,1,720,6345,"1",0,0,3,6,720,0,1943,0,"98106",47.5201,-122.35,720,6345 +"0318390180","20141029T000000",299000,3,2,1730,6007,"1",0,0,3,8,1730,0,2004,0,"98030",47.3573,-122.2,2000,6245 +"2597520900","20140804T000000",768000,3,2.5,2660,10928,"2",0,0,3,9,1830,830,1988,0,"98006",47.5442,-122.141,2800,10025 +"5652600556","20141028T000000",397380,2,1,1030,5072,"1",0,0,3,6,1030,0,1924,1958,"98115",47.6962,-122.294,1220,6781 +"8935100100","20140701T000000",476000,4,3,2890,6885,"1",0,0,3,7,1590,1300,1945,2015,"98115",47.6763,-122.282,2180,6885 +"4154301371","20150106T000000",315000,3,1,890,5200,"1",0,0,3,7,890,0,1957,0,"98118",47.559,-122.277,1420,6000 +"1105000787","20140926T000000",240000,3,2.25,1410,7290,"1",0,0,3,7,940,470,1980,0,"98118",47.5396,-122.274,1550,7375 +"2492201005","20140708T000000",325000,2,1,810,4080,"1",0,0,4,6,810,0,1941,0,"98126",47.5337,-122.379,1400,4080 +"9265410090","20141008T000000",160000,3,1.75,1370,8006,"2",0,0,3,7,1370,0,1990,0,"98001",47.258,-122.252,1530,8006 +"2619950740","20150109T000000",435000,3,2.5,2260,5100,"2",0,0,3,8,2260,0,2007,0,"98019",47.7341,-121.968,2260,5100 +"9412200330","20150410T000000",427500,3,1.75,1430,16200,"1",0,0,4,7,1430,0,1967,0,"98027",47.5223,-122.043,1690,13125 +"1079450410","20150417T000000",450000,5,2.5,2510,10240,"1",0,0,4,8,1410,1100,1984,0,"98059",47.4732,-122.141,2170,10500 +"9238900850","20140919T000000",688000,3,1.5,1760,4880,"1.5",0,3,3,8,1290,470,1928,0,"98136",47.5334,-122.388,1840,4998 +"2112701165","20150408T000000",285000,4,1,1430,3600,"1",0,0,3,6,980,450,1947,0,"98106",47.5343,-122.355,1170,4000 +"2767604067","20140820T000000",530000,3,3.25,1510,1125,"3",0,0,3,8,1510,0,2006,0,"98107",47.6711,-122.39,1390,1174 +"0522049122","20150402T000000",195000,4,1.75,1320,7694,"1",0,0,3,7,1320,0,1928,1972,"98148",47.4297,-122.325,1620,8468 +"8857600360","20140828T000000",250200,3,1.5,1180,7384,"1",0,0,5,7,1180,0,1959,0,"98032",47.3838,-122.287,1150,7455 +"4389200761","20150128T000000",1.1e+006,3,2.25,1560,8570,"1",0,0,5,7,1080,480,1977,0,"98004",47.6155,-122.21,2660,9621 +"6421000330","20141112T000000",732500,3,2.5,2470,10321,"2",0,0,3,9,2470,0,1988,0,"98052",47.6694,-122.141,2450,8440 +"2154900040","20141030T000000",194250,3,2.25,2190,8834,"1",0,0,3,7,1390,800,1987,0,"98001",47.2633,-122.244,1490,8766 +"0259801030","20150309T000000",526000,4,2,1610,8000,"1",0,0,3,7,1190,420,1966,0,"98008",47.6301,-122.118,1560,7896 +"0326049038","20150504T000000",520000,4,2.75,2700,9882,"2",0,0,3,7,2700,0,1958,1989,"98155",47.7671,-122.291,2250,10797 +"6384500590","20141113T000000",526000,3,1.75,1530,6125,"1",0,0,3,7,1120,410,1958,0,"98116",47.5687,-122.397,1360,6125 +"3023069166","20140708T000000",1.13525e+006,5,4,7320,217800,"2",0,0,3,11,7320,0,1992,0,"98058",47.4473,-122.086,3270,34500 +"3826000735","20140626T000000",202000,2,1,920,7569,"1",0,0,4,6,920,0,1950,0,"98168",47.4951,-122.302,1280,7627 +"7852110740","20141112T000000",645500,4,2.5,2990,8622,"2",0,0,3,9,2990,0,2000,0,"98065",47.5394,-121.875,2980,8622 +"3222049087","20150422T000000",570000,1,1,720,7540,"1",1,4,4,6,720,0,1905,0,"98198",47.3509,-122.323,1120,9736 +"0726049131","20150320T000000",325000,3,2,1750,9000,"1.5",0,0,4,5,1750,0,1936,0,"98133",47.7489,-122.35,1830,8100 +"9424400110","20141216T000000",725000,2,1,2410,5930,"2",0,0,3,9,1930,480,2007,0,"98116",47.5657,-122.395,1540,5892 +"0193300120","20141126T000000",192000,3,1.75,1240,10361,"1",0,0,3,6,1240,0,1987,0,"98042",47.37,-122.151,1240,8834 +"1245001751","20140709T000000",560000,2,1,1010,9219,"1",0,0,4,7,1010,0,1960,0,"98033",47.6886,-122.202,1610,9219 +"1386800054","20141201T000000",283450,5,2.75,2770,6116,"1",0,0,3,7,1490,1280,1979,0,"98168",47.4847,-122.291,1920,6486 +"6814600150","20140905T000000",863000,4,1.75,2800,5400,"1",0,0,3,9,1400,1400,1924,2006,"98115",47.6803,-122.313,1490,5400 +"9828200790","20141028T000000",815000,4,2,1400,4800,"2",0,0,3,7,1400,0,1986,0,"98122",47.6168,-122.298,1620,2595 +"9476200650","20150416T000000",245000,2,1,1020,7679,"1",0,0,5,6,1020,0,1942,0,"98056",47.4915,-122.188,1280,6497 +"9533600100","20141208T000000",1.315e+006,4,3,2860,10292,"1",0,0,4,8,2860,0,1953,1999,"98004",47.6286,-122.206,1840,10273 +"4139430410","20141107T000000",1.156e+006,4,3.5,4270,12305,"2",0,2,3,10,4270,0,1994,0,"98006",47.5489,-122.118,4190,13137 +"7852030330","20140903T000000",480000,3,2.5,2270,4488,"2",0,0,3,7,2270,0,1999,0,"98065",47.5329,-121.879,2360,4427 +"7202270930","20140606T000000",600000,4,2.5,2560,5593,"2",0,0,3,7,2560,0,2001,0,"98053",47.6886,-122.037,2800,5890 +"0223039254","20140624T000000",329950,2,1,900,5220,"1",0,0,4,6,900,0,1956,0,"98146",47.5105,-122.387,1480,6660 +"7843500090","20140822T000000",299500,4,2.5,2010,12085,"2",0,0,3,8,2010,0,1986,0,"98042",47.3406,-122.057,1910,12133 +"2491200330","20140918T000000",460000,3,2.5,1690,5131,"1",0,0,3,7,1690,0,1941,1998,"98126",47.5234,-122.38,860,5137 +"8113101582","20150415T000000",515000,5,3.5,2310,5249,"2",0,0,3,8,1560,750,2000,0,"98118",47.5463,-122.272,1900,7296 +"0993002225","20140623T000000",405000,3,2.25,1520,1245,"3",0,0,3,8,1520,0,2004,0,"98103",47.6907,-122.34,1520,1470 +"9530100921","20141027T000000",483000,4,1.5,1220,3780,"1.5",0,0,3,7,1220,0,1927,0,"98107",47.6667,-122.36,1400,3185 +"3235390100","20150203T000000",377000,4,2.5,2170,11511,"2",0,0,3,8,2170,0,1992,0,"98031",47.3886,-122.188,1900,8961 +"5122400025","20140708T000000",568000,4,1.75,2790,17476,"1",0,2,3,7,1450,1340,1956,0,"98166",47.4556,-122.369,2790,16401 +"9297300750","20141105T000000",355000,2,1.75,1760,4600,"1",0,0,4,7,850,910,1926,0,"98126",47.5654,-122.372,1150,4800 +"3856900590","20140806T000000",640000,4,1.75,2100,3000,"1.5",0,0,4,7,1500,600,1911,0,"98103",47.6721,-122.329,1690,4000 +"4024700100","20150121T000000",270000,4,1,1430,5909,"1",0,0,3,6,1070,360,1947,0,"98155",47.7623,-122.313,1460,8433 +"0114100131","20150114T000000",559950,5,3.5,2450,8193,"2",0,0,3,9,2450,0,2005,0,"98028",47.7721,-122.241,2310,8193 +"2296700330","20141014T000000",515000,4,3,1820,8261,"1",0,0,3,7,1420,400,1969,0,"98034",47.7197,-122.219,1920,7961 +"1995200215","20140826T000000",352000,4,1.75,1850,5712,"1",0,0,3,7,1850,0,1954,0,"98115",47.6966,-122.324,1510,6038 +"2287600035","20140625T000000",595888,3,1.75,1870,9000,"1",0,0,5,9,1870,0,1958,0,"98177",47.7203,-122.361,2030,8160 +"2923501130","20140722T000000",588000,4,2.25,2580,7344,"2",0,0,3,8,2580,0,1977,0,"98027",47.5647,-122.09,2390,7507 +"2485000076","20150122T000000",1.05e+006,4,3.25,3680,8580,"1",0,3,5,10,1840,1840,1959,0,"98136",47.5266,-122.387,2700,9100 +"9264921020","20140908T000000",260000,3,1.5,1750,7000,"2",0,0,3,8,1750,0,1983,0,"98023",47.3108,-122.346,1840,9305 +"5318100965","20150217T000000",1.6e+006,4,3.5,3890,3600,"2",0,0,3,9,2860,1030,2005,0,"98112",47.6342,-122.282,2460,6050 +"3501600215","20150414T000000",380000,2,1,1000,4800,"1",0,0,3,6,1000,0,1952,0,"98117",47.6926,-122.362,1000,4800 +"8682230610","20140602T000000",802000,2,2.5,2210,6327,"1",0,0,3,8,2210,0,2003,0,"98053",47.7114,-122.03,2170,6327 +"1337800665","20140811T000000",1.325e+006,4,3.25,2850,4800,"2.5",0,0,5,10,2700,150,1905,0,"98112",47.6292,-122.312,2850,4800 +"7960100220","20150416T000000",710000,4,2.75,2460,3600,"2",0,0,3,8,1640,820,1907,2007,"98122",47.6093,-122.297,1890,3600 +"1549500272","20140609T000000",600000,3,2.5,2630,77972,"2",0,0,3,9,2630,0,2004,0,"98019",47.745,-121.916,2250,75794 +"9547202380","20140902T000000",707900,3,1,1750,5355,"2",0,0,4,7,1750,0,1929,0,"98115",47.6792,-122.31,2240,4590 +"3518000180","20141120T000000",179950,2,1,1100,7323,"1",0,0,3,7,780,320,1982,0,"98023",47.2874,-122.37,1410,7227 +"6792100090","20140914T000000",683000,4,2.5,2620,10489,"2",0,0,3,9,2620,0,1990,0,"98052",47.6732,-122.143,2430,7701 +"5702330120","20140603T000000",222400,3,2,1200,9566,"1",0,0,3,7,1200,0,1995,0,"98001",47.2649,-122.252,1590,9518 +"1189000910","20140708T000000",517000,2,1.5,1920,3408,"1",0,0,4,7,960,960,1912,0,"98122",47.6118,-122.299,1130,3408 +"6204200590","20141029T000000",410000,3,2.75,1690,5763,"1",0,0,5,7,1180,510,1985,0,"98011",47.7336,-122.202,1560,7518 +"4443801340","20141006T000000",480000,3,1.75,1680,2552,"1",0,0,4,7,840,840,1952,0,"98117",47.6848,-122.391,1220,3880 +"2473370750","20150224T000000",430000,3,1.75,3440,10428,"1.5",0,0,5,8,3440,0,1974,0,"98058",47.449,-122.128,2160,8400 +"2644900109","20150427T000000",439950,5,1.75,2190,7500,"1",0,0,3,7,1290,900,1979,0,"98133",47.7766,-122.355,1790,8820 +"0293620220","20150421T000000",797500,4,2.5,3270,8223,"2",0,0,3,10,3270,0,1998,0,"98075",47.6018,-122.073,3460,8872 +"2624049115","20140710T000000",379000,4,1.5,1280,5460,"1.5",0,0,5,7,1080,200,1920,0,"98118",47.5348,-122.268,1470,5934 +"7942600910","20141216T000000",575000,1,1,1310,8667,"1.5",0,0,1,6,1310,0,1918,0,"98122",47.6059,-122.313,1130,4800 +"0643000110","20150325T000000",247500,3,1,1660,11060,"1",0,0,4,7,1110,550,1962,0,"98003",47.3311,-122.326,1890,11060 +"9485951460","20140623T000000",385000,4,2.75,2700,37011,"2",0,0,3,9,2700,0,1984,0,"98042",47.3496,-122.088,2700,37457 +"6378500230","20140520T000000",423000,4,1.75,1940,6909,"1",0,0,4,7,970,970,1941,0,"98133",47.7108,-122.352,1460,6906 +"0430000175","20141215T000000",550000,3,1.75,1520,5618,"1",0,0,3,7,1170,350,1953,0,"98115",47.68,-122.284,1550,5618 +"1493300115","20140910T000000",415000,4,1,1620,4329,"1.5",0,0,3,7,1620,0,1927,0,"98116",47.5728,-122.388,1220,5520 +"2024059059","20141010T000000",693000,3,2.25,2090,45535,"1",0,2,5,8,1280,810,1952,0,"98006",47.5538,-122.191,3090,12889 +"2922701085","20150327T000000",543000,2,1,1070,4700,"1",0,0,5,7,1070,0,1910,0,"98117",47.6887,-122.368,1370,4700 +"4058801780","20150327T000000",465000,5,1.75,2000,10246,"1",0,2,3,7,1200,800,1953,0,"98178",47.5084,-122.246,2340,9030 +"2114700384","20150427T000000",280000,3,2.5,1020,2217,"2",0,0,3,7,720,300,2004,0,"98106",47.5343,-122.348,1060,1524 +"9829201020","20141118T000000",1.388e+006,3,1.25,2400,6653,"3",0,2,3,11,2400,0,1992,0,"98122",47.6019,-122.29,1910,6653 +"6918720100","20150130T000000",665000,6,3,2480,9720,"2",0,0,3,8,2480,0,1972,0,"98007",47.6127,-122.145,2480,9200 +"1450100330","20150312T000000",237950,3,1.75,1310,7314,"1",0,0,5,6,1310,0,1960,0,"98002",47.2888,-122.221,1010,7314 +"0518000040","20150102T000000",440000,4,2.75,2420,10200,"1",0,0,3,8,1220,1200,1962,0,"98034",47.72,-122.236,2240,9750 +"4242900245","20150112T000000",618000,2,1,1890,4700,"1",0,0,4,7,1030,860,1928,0,"98107",47.6747,-122.391,2150,4700 +"1231001130","20141113T000000",572000,3,2.25,1860,4000,"1.5",0,0,5,7,1020,840,1920,0,"98118",47.5539,-122.267,1180,4000 +"7445000115","20140527T000000",725000,3,1.5,2500,4774,"1.5",0,2,3,7,1450,1050,1940,0,"98107",47.6567,-122.358,1300,4000 +"7802900504","20140625T000000",454000,3,1,1970,22144,"1",0,0,4,7,1970,0,1970,0,"98065",47.5234,-121.841,1970,13500 +"4317700085","20150122T000000",535000,4,1,1660,10656,"1.5",0,0,4,7,1180,480,1920,0,"98136",47.5391,-122.385,1120,8816 +"8732040580","20141218T000000",249000,3,2.5,1850,7200,"1",0,0,3,7,1500,350,1979,0,"98023",47.3063,-122.384,2140,7500 +"3223039149","20140709T000000",395000,4,2.75,1970,37026,"1",0,0,4,8,1970,0,1961,0,"98070",47.4375,-122.446,1970,51836 +"4073200757","20141231T000000",690000,3,2,1890,6620,"1",0,3,4,8,1890,0,1954,0,"98125",47.7016,-122.274,2590,7188 +"3226049054","20141003T000000",526500,3,1.5,1310,7236,"1",0,0,4,7,1170,140,1928,0,"98103",47.6944,-122.333,1680,8431 +"5490700035","20140807T000000",325000,4,1.5,1870,7220,"2",0,0,3,7,1870,0,1956,0,"98155",47.77,-122.319,1550,7592 +"9834200975","20150210T000000",495000,3,3,1520,4080,"2",0,0,5,7,1520,0,1948,0,"98144",47.572,-122.29,1320,4080 +"3305100210","20141021T000000",825000,5,3,3070,8474,"2",0,0,3,9,3070,0,2011,0,"98033",47.6852,-122.184,3070,8527 +"3123039042","20141223T000000",383000,3,1.5,1400,14850,"1.5",0,0,4,7,1400,0,1910,0,"98070",47.4471,-122.464,1350,14850 +"1105000360","20150428T000000",320000,3,1.75,1960,11931,"1",0,0,3,7,980,980,1954,0,"98118",47.5432,-122.272,1460,4498 +"1724079048","20141208T000000",475000,3,2.5,2680,87117,"1",0,0,3,7,1340,1340,1989,0,"98024",47.5646,-121.935,2580,87117 +"7437100770","20140521T000000",275000,3,2.5,2030,6326,"2",0,0,3,7,2030,0,1993,0,"98038",47.3491,-122.029,1810,6825 +"8925100115","20141015T000000",1.15e+006,2,2.25,2320,9300,"1.5",0,4,5,9,1920,400,1937,0,"98115",47.681,-122.273,2790,9300 +"4019300051","20141125T000000",455000,3,1.75,1760,11371,"1",0,0,5,8,1760,0,1959,0,"98155",47.7616,-122.273,2220,19884 +"5300200085","20140702T000000",262000,5,1,1870,7800,"1",0,0,3,7,1580,290,1962,0,"98168",47.5127,-122.321,1740,7808 +"9417400110","20140915T000000",390000,4,1,1280,4840,"1",0,0,3,7,940,340,1950,0,"98136",47.5477,-122.395,1360,4840 +"9264920870","20141023T000000",300000,3,2.25,1730,10030,"1",0,0,4,8,1730,0,1985,0,"98023",47.3108,-122.345,2090,8823 +"9169600209","20140820T000000",746300,3,1.75,2060,5721,"1",0,2,3,9,1140,920,1964,0,"98136",47.5268,-122.388,2060,8124 +"6123000090","20140908T000000",267000,3,1.5,1030,8223,"1",0,0,4,7,1030,0,1952,0,"98148",47.4282,-122.331,1460,9463 +"2592401080","20150402T000000",525000,3,2.5,1720,7950,"1.5",0,0,4,7,1720,0,1972,0,"98034",47.7178,-122.168,1790,7030 +"2423020090","20150424T000000",570000,3,1.75,1210,7350,"1",0,0,3,7,1210,0,1977,0,"98033",47.7,-122.172,1610,7313 +"2968801130","20141027T000000",360000,4,2.25,2620,8100,"1",0,0,4,7,1550,1070,1964,0,"98166",47.4564,-122.351,1650,8100 +"3325069064","20150326T000000",1.052e+006,3,1,1860,44431,"1",0,0,4,6,1860,0,1947,0,"98074",47.6057,-122.038,2000,44431 +"3629910210","20141103T000000",699950,3,2.5,2510,4106,"2",0,0,3,9,2510,0,2003,0,"98029",47.5494,-121.994,2470,4106 +"0622079089","20140616T000000",375000,4,2.5,2040,109336,"1.5",0,0,4,8,2040,0,1973,0,"98038",47.4193,-121.958,2370,133729 +"1919800090","20141215T000000",625000,4,1.75,2410,6770,"1",0,0,4,7,1220,1190,1924,0,"98103",47.6946,-122.336,1440,6770 +"9274200850","20141016T000000",464050,2,1,780,2750,"1",0,0,4,7,780,0,1928,0,"98116",47.5842,-122.388,1320,4440 +"1737320120","20140502T000000",470000,5,2.5,2210,9655,"1",0,0,3,8,1460,750,1976,0,"98011",47.7698,-122.222,2080,8633 +"2473100450","20140909T000000",330000,4,2,1590,9100,"1",0,0,3,7,1040,550,1967,2014,"98058",47.4465,-122.156,1670,9100 +"7923200150","20140915T000000",537000,4,1.75,2230,7957,"1",0,0,4,7,2230,0,1967,0,"98008",47.5859,-122.122,2230,8040 +"7524600120","20150305T000000",250000,3,2,1560,32137,"1",0,0,5,7,910,650,1976,0,"98092",47.3197,-122.117,1470,29150 +"0424069206","20150112T000000",835000,4,2.5,2950,48351,"2",0,0,3,10,2950,0,1986,0,"98075",47.5938,-122.048,2870,34417 +"9523103590","20150316T000000",770000,4,1,1480,3750,"1.5",0,0,4,7,1480,0,1912,0,"98103",47.6737,-122.354,1570,3750 +"0161000120","20141118T000000",650000,4,2,2850,4497,"1.5",0,1,3,7,1730,1120,1910,0,"98144",47.5876,-122.292,2450,6000 +"1623049241","20141107T000000",335000,3,1.75,2390,30409,"1",0,0,3,7,1560,830,1953,0,"98168",47.4789,-122.296,1750,13500 +"7229700165","20141202T000000",350000,3,1.75,1740,29597,"1",0,0,4,7,1740,0,1965,0,"98059",47.481,-122.115,1560,20741 +"3031200205","20140724T000000",415000,5,2.75,2060,8906,"1",0,0,4,7,1220,840,1978,0,"98118",47.5358,-122.289,1840,8906 +"2600100110","20141119T000000",788000,4,2.5,2680,8778,"2",0,0,4,8,2680,0,1977,0,"98006",47.5516,-122.161,2680,10020 +"5652601140","20141014T000000",640000,4,2.75,3150,7379,"1.5",0,0,4,7,2430,720,1915,0,"98115",47.6968,-122.3,1990,7379 +"2473530100","20140523T000000",388000,4,2.5,2440,7155,"2",0,0,3,8,2440,0,1993,0,"98058",47.4501,-122.126,2450,8109 +"3558900590","20141125T000000",360000,6,1.75,2230,10080,"1",0,0,3,7,1390,840,1969,0,"98034",47.7089,-122.201,2110,8475 +"3558900590","20150324T000000",692500,6,1.75,2230,10080,"1",0,0,3,7,1390,840,1969,0,"98034",47.7089,-122.201,2110,8475 +"8121100395","20140624T000000",425000,4,1.5,1600,6180,"1.5",0,0,3,6,1600,0,1946,0,"98118",47.5681,-122.285,1410,6180 +"8121100395","20150311T000000",645000,4,1.5,1600,6180,"1.5",0,0,3,6,1600,0,1946,0,"98118",47.5681,-122.285,1410,6180 +"7100000110","20150114T000000",340000,3,1,1580,8308,"1.5",0,0,3,7,1580,0,1948,0,"98146",47.5075,-122.379,1200,8308 +"0925069042","20150105T000000",713000,4,3.25,2840,54400,"1",0,0,4,8,2840,0,1984,0,"98053",47.6707,-122.045,2550,43560 +"7568700740","20140521T000000",430000,3,2.75,2550,11160,"2",0,0,3,8,2550,0,1994,0,"98155",47.7351,-122.323,1020,7440 +"7205510230","20150306T000000",280000,3,2.25,1700,7210,"1",0,0,4,7,1250,450,1974,0,"98003",47.3546,-122.318,2070,7300 +"9268700040","20150226T000000",215000,3,2,1470,2052,"1.5",0,0,3,7,1470,0,1986,0,"98003",47.3084,-122.331,1390,2052 +"2473480210","20140528T000000",306000,3,2.5,1680,11193,"2",0,0,3,8,1680,0,1984,0,"98058",47.4482,-122.125,2080,8084 +"4024100120","20140625T000000",299900,3,1,1110,8593,"1",0,0,3,7,1110,0,1979,0,"98155",47.7595,-122.309,1780,8593 +"4038200120","20140825T000000",534000,5,1.75,2120,8625,"1",0,0,3,7,1200,920,1959,0,"98008",47.6118,-122.131,1930,8625 +"4218400395","20140728T000000",1.16e+006,3,2.75,2380,5572,"2",0,4,3,9,1930,450,1939,0,"98105",47.6626,-122.271,3370,5500 +"0669000210","20140716T000000",1.165e+006,3,2.5,2670,5000,"2",0,3,5,9,2000,670,1942,1995,"98144",47.5855,-122.292,2320,5000 +"6018500015","20140711T000000",199990,2,1,890,6430,"1",0,0,3,6,890,0,1935,1997,"98022",47.2003,-121.996,1460,6430 +"2600140120","20140812T000000",946000,4,3,3140,9058,"1",0,0,3,9,2140,1000,1989,0,"98006",47.5462,-122.154,2760,10018 +"6381500090","20150220T000000",295000,4,1,1260,7800,"1.5",0,0,3,7,1260,0,1947,2007,"98125",47.7334,-122.307,1639,7492 +"4109600306","20150218T000000",475000,2,1,920,5157,"1",0,0,3,6,920,0,1909,0,"98118",47.5499,-122.269,1700,5150 +"2624079010","20150429T000000",750000,5,3.5,2990,212137,"2",0,0,3,8,2450,540,1994,0,"98024",47.5298,-121.887,1060,69260 +"7204200025","20141028T000000",1.225e+006,4,2.5,3120,49456,"2",1,4,4,9,2590,530,1974,1989,"98198",47.3535,-122.323,2030,32181 +"8856003525","20150323T000000",183500,3,1,1010,7520,"1",0,0,4,6,1010,0,1975,0,"98001",47.2699,-122.255,1370,8469 +"1695900025","20150327T000000",450000,2,1,1010,3627,"1",0,2,4,6,1010,0,1924,0,"98144",47.5873,-122.294,1630,4040 +"3331001285","20150108T000000",180000,3,1,1020,5500,"1.5",0,0,3,7,1020,0,1961,0,"98118",47.5502,-122.286,1160,5500 +"0239000155","20150105T000000",707000,5,4.5,3540,21217,"2",0,0,4,8,2940,600,1926,0,"98188",47.4274,-122.28,1290,12040 +"1721801280","20150304T000000",230000,2,0.75,900,3527,"1",0,0,3,6,900,0,1939,0,"98146",47.5083,-122.336,1220,4080 +"5557700210","20141209T000000",192500,3,1,1100,9750,"1",0,0,4,7,1100,0,1966,0,"98023",47.3248,-122.345,1190,9750 +"5416500040","20141017T000000",309000,3,2.5,1990,3614,"2",0,0,3,7,1990,0,2005,0,"98038",47.36,-122.039,1980,3800 +"3271300155","20141001T000000",759000,3,1.5,1980,5800,"1",0,0,4,8,1520,460,1949,0,"98199",47.6499,-122.413,2280,5800 +"3303980210","20150427T000000",1.115e+006,4,3.75,4040,14212,"2",0,0,3,11,4040,0,2002,0,"98059",47.5189,-122.147,3940,14212 +"1944900090","20140519T000000",462000,5,1.75,1250,10530,"1",0,0,4,7,1250,0,1966,0,"98007",47.6101,-122.138,1560,8190 +"7663700401","20141220T000000",229000,4,1.5,1820,22814,"1.5",0,0,3,7,1820,0,1920,0,"98125",47.7321,-122.296,1770,9150 +"5694500386","20141020T000000",399950,2,2.25,1140,1184,"2",0,0,3,8,1010,130,1999,0,"98103",47.659,-122.346,1140,1339 +"7227800180","20150403T000000",325000,5,2,1730,10532,"1",0,0,4,5,1730,0,1943,0,"98056",47.5076,-122.178,1940,8501 +"2767604558","20140721T000000",512000,2,2.25,1170,1313,"3",0,0,3,8,1170,0,2007,0,"98107",47.6712,-122.378,1310,1304 +"5422950040","20140725T000000",410000,5,2.75,2910,5802,"2",0,0,3,7,2910,0,2006,0,"98038",47.3591,-122.036,2910,5000 +"2660500283","20140624T000000",210000,2,1,970,5500,"1",0,0,3,7,970,0,1956,0,"98118",47.556,-122.291,1180,6000 +"3308010040","20140925T000000",325000,4,2.25,2130,8499,"1",0,0,4,7,1600,530,1975,0,"98030",47.3657,-122.21,1890,11368 +"5423030040","20150406T000000",685000,3,2.5,2520,10175,"1",0,0,3,8,1630,890,1979,0,"98027",47.5652,-122.089,2220,8388 +"8604900245","20140518T000000",488000,2,2,1360,4688,"1",0,0,3,7,780,580,1944,0,"98115",47.6874,-122.315,1340,4750 +"7349650230","20150302T000000",247500,3,2.25,1620,6000,"1",0,0,3,7,1280,340,1998,0,"98002",47.2835,-122.2,1710,6318 +"8902000175","20140620T000000",489000,4,2,2120,11479,"1",0,0,4,7,1060,1060,1940,0,"98125",47.7084,-122.303,1540,11000 +"0582000065","20141125T000000",725000,4,1.75,2700,6000,"1",0,0,4,8,1450,1250,1953,0,"98199",47.6539,-122.395,2080,6000 +"2123049194","20150409T000000",199950,3,1.5,1370,10317,"1.5",0,0,3,6,1370,0,1958,0,"98168",47.4731,-122.298,1370,9884 +"1830300090","20150401T000000",670000,5,3,2520,13001,"2",0,1,3,8,2010,510,1973,0,"98008",47.6385,-122.114,2170,8215 +"7522600110","20141229T000000",275000,3,2,1540,10410,"1",0,0,4,7,1540,0,1967,0,"98198",47.3662,-122.315,1590,7725 +"5457800740","20150407T000000",1e+006,3,1.75,2610,6360,"2",0,2,3,8,2130,480,1924,0,"98109",47.6287,-122.351,3010,6000 +"5115000100","20140523T000000",255000,3,2,1490,8371,"1.5",0,0,3,7,1490,0,1984,0,"98031",47.3962,-122.189,1350,7846 +"4038400150","20141113T000000",465000,3,1.75,2760,9137,"1",0,0,3,7,1380,1380,1960,0,"98007",47.6079,-122.132,1980,9137 +"1796500100","20150211T000000",259000,3,1.75,1260,3604,"1",0,0,3,7,1260,0,2012,0,"98042",47.3612,-122.103,1430,3767 +"8956000100","20141121T000000",695000,3,3.5,2630,4713,"2",0,2,3,9,2030,600,2008,0,"98027",47.5473,-122.016,2450,4187 +"3876313120","20150501T000000",505000,3,1.75,1800,7210,"1",0,0,3,7,1370,430,1976,0,"98072",47.7346,-122.17,1820,8100 +"6819100040","20140624T000000",631500,2,1,1130,2640,"1",0,0,4,8,1130,0,1927,0,"98109",47.6438,-122.357,1680,3200 +"5318101185","20141016T000000",630500,3,1,1180,3600,"1.5",0,0,3,7,1180,0,1926,0,"98112",47.6337,-122.28,1900,3600 +"0424069112","20140616T000000",999000,4,2.75,2800,19168,"2",0,0,3,10,2800,0,1992,0,"98075",47.5911,-122.037,2010,16020 +"2533300025","20140710T000000",740000,3,1.5,1830,4000,"1",0,0,4,7,1350,480,1910,0,"98119",47.6453,-122.371,1570,3672 +"5101404482","20140929T000000",650000,3,2.5,2220,6380,"1.5",0,0,4,8,1660,560,1931,0,"98115",47.6974,-122.313,950,6380 +"8682231210","20140805T000000",554000,2,2,1870,5580,"1",0,0,3,8,1870,0,2004,0,"98053",47.7101,-122.031,1670,4500 +"1525069021","20141201T000000",400000,3,2.5,2580,214315,"1.5",0,0,3,8,2580,0,1946,1986,"98053",47.6465,-122.024,2580,70131 +"5076700115","20150223T000000",529941,3,2,1660,10000,"1",0,0,4,7,1010,650,1961,0,"98005",47.5852,-122.174,2020,9720 +"3332000615","20141020T000000",310000,3,1,1330,3740,"1.5",0,0,3,6,1330,0,1903,0,"98118",47.5502,-122.274,1330,5053 +"3332000615","20150422T000000",389000,3,1,1330,3740,"1.5",0,0,3,6,1330,0,1903,0,"98118",47.5502,-122.274,1330,5053 +"5569620410","20140909T000000",731781,3,3,2630,4972,"2",0,0,3,9,2630,0,2006,0,"98052",47.693,-122.133,2880,4972 +"3009800015","20150422T000000",502501,2,1,1100,4750,"1",0,0,3,7,1100,0,1946,0,"98116",47.5772,-122.381,1830,4750 +"6189600040","20141117T000000",443000,3,1.75,1810,7950,"1",0,0,4,7,1810,0,1968,0,"98008",47.6236,-122.117,1680,7725 +"9834200365","20140815T000000",607000,3,2,2060,4080,"1",0,0,5,7,1060,1000,1921,0,"98144",47.574,-122.289,1400,4080 +"1959701800","20140702T000000",2.1475e+006,3,3.5,4660,5500,"2",0,4,5,10,3040,1620,1909,0,"98102",47.6465,-122.319,2980,5500 +"8917100153","20140910T000000",585000,4,2.5,2370,15200,"1",0,0,3,8,1660,710,1975,0,"98052",47.6295,-122.089,2360,13879 +"2344300180","20140619T000000",1.027e+006,3,2.5,2430,10500,"2",0,1,3,9,2430,0,1989,0,"98004",47.5818,-122.198,3440,12842 +"3216900100","20140612T000000",315000,3,2.5,1880,7000,"2",0,0,3,8,1880,0,1993,0,"98031",47.4206,-122.184,1880,7000 +"0425000065","20141021T000000",180000,2,1,1150,5695,"1",0,0,4,6,1150,0,1958,0,"98056",47.4989,-122.171,1150,5695 +"2426069085","20140513T000000",322500,3,2,1350,14200,"1",0,0,3,7,1350,0,1989,0,"98019",47.7315,-121.972,2100,15101 +"7199350600","20140602T000000",568500,3,2.75,2180,7519,"1",0,0,4,7,1310,870,1981,0,"98052",47.6959,-122.125,1510,7107 +"6909700040","20140611T000000",813000,4,2.75,3370,6675,"1",0,3,4,8,1920,1450,1948,0,"98144",47.5887,-122.291,2250,5550 +"4147200040","20150414T000000",1.085e+006,5,2.25,3650,13068,"1",0,0,4,10,1850,1800,1976,0,"98040",47.5458,-122.231,2760,13927 +"1062100100","20140626T000000",424000,4,2,2100,4857,"2",0,0,3,8,2100,0,1965,1984,"98155",47.7521,-122.279,1450,5965 +"2124049254","20140717T000000",235000,2,1,670,5600,"1",0,0,3,6,670,0,1903,0,"98108",47.5498,-122.304,1960,7176 +"6841700100","20140929T000000",740000,3,3.5,2420,4000,"2",0,0,5,9,1820,600,1907,0,"98122",47.6054,-122.295,2030,4550 +"7544800195","20140813T000000",415000,1,1,760,3000,"1",0,0,3,7,760,0,1900,0,"98122",47.6059,-122.303,1270,3000 +"8807810110","20140522T000000",432000,3,2.75,2200,14925,"1",0,0,3,6,1100,1100,1982,0,"98053",47.6606,-122.059,1520,14212 +"1126059201","20150504T000000",1.26889e+006,5,3.25,4410,35192,"2",0,2,3,12,3880,530,1990,0,"98072",47.7522,-122.13,4410,59677 +"1422200090","20140915T000000",676500,3,1.75,1300,2446,"1",0,3,3,8,880,420,1961,0,"98122",47.6071,-122.285,2440,5051 +"0871000065","20141120T000000",419000,2,1,720,4592,"1",0,0,4,6,720,0,1943,0,"98199",47.6534,-122.404,1030,5816 +"4054710090","20150320T000000",650000,3,2.5,2180,37042,"2",0,0,3,9,2180,0,1998,0,"98077",47.722,-122.026,2880,32688 +"8075400360","20140822T000000",239000,2,1,1130,15190,"1",0,0,4,7,1130,0,1954,0,"98032",47.3902,-122.283,1490,16920 +"9551202875","20140709T000000",900000,4,2.5,2230,4372,"2",0,0,5,8,1540,690,1935,0,"98103",47.6698,-122.334,2020,4372 +"4027700930","20150428T000000",330000,5,1.75,2100,7347,"1",0,0,3,7,1070,1030,1981,0,"98028",47.7751,-122.268,2170,9418 +"1535204165","20141204T000000",510000,3,1.75,2060,58341,"1",0,4,3,8,1100,960,1982,0,"98070",47.4193,-122.439,1230,14904 +"3303860590","20140627T000000",465000,4,2.5,3060,6000,"2",0,0,3,9,3060,0,2012,0,"98038",47.3689,-122.058,3040,6000 +"1925069066","20140623T000000",1.7e+006,3,2.75,2810,18731,"2",1,4,4,10,2810,0,1974,0,"98052",47.6361,-122.093,3120,14810 +"6137610540","20140827T000000",490000,3,2.25,2550,8588,"1",0,4,3,9,2550,0,1989,0,"98011",47.7711,-122.195,3050,8588 +"2525049263","20140709T000000",2.68e+006,5,3,4290,20445,"2",0,0,4,11,4290,0,1985,0,"98039",47.6217,-122.239,3620,22325 +"0126059310","20141130T000000",1e+006,3,2.25,3040,52302,"1",0,0,3,9,3040,0,2005,0,"98072",47.7635,-122.112,2070,38600 +"4254000540","20140708T000000",469950,4,2.75,2530,14178,"2",0,0,3,8,2530,0,1997,0,"98019",47.737,-121.955,2530,14055 +"5101405067","20140509T000000",536000,3,1.75,1300,5413,"1.5",0,0,3,7,1300,0,1925,1992,"98115",47.6988,-122.32,1590,6380 +"5468000180","20150305T000000",244950,4,2.5,1790,19177,"1",0,0,4,7,1790,0,1966,0,"98030",47.3617,-122.172,1760,11726 +"1930301220","20150417T000000",575000,3,1,1530,2400,"1",0,0,4,7,890,640,1928,0,"98103",47.6543,-122.354,1240,2400 +"9282801450","20150325T000000",361000,5,2.75,2380,7500,"1",0,0,3,7,1300,1080,1984,0,"98178",47.5009,-122.235,2400,6000 +"4037000925","20150327T000000",650000,5,2.25,2400,13450,"1",0,0,5,7,1200,1200,1957,0,"98008",47.6007,-122.117,1950,10361 +"3336000230","20150323T000000",230005,2,1,1030,6000,"1",0,0,2,7,830,200,1951,0,"98118",47.5291,-122.268,1770,5000 +"3621059043","20140527T000000",293000,4,2.5,3250,235063,"1",0,2,3,9,3250,0,1973,0,"98092",47.2582,-122.113,1600,44287 +"0126049231","20140516T000000",445000,3,3,1970,24318,"1",0,0,3,8,1970,0,2010,0,"98028",47.7651,-122.246,2150,14695 +"3331000220","20140814T000000",280000,4,1.5,1940,6386,"1",0,0,3,7,1140,800,1954,0,"98118",47.5533,-122.285,1340,6165 +"3904900230","20140716T000000",520000,3,2.25,1850,10855,"1",0,0,3,8,1370,480,1985,0,"98029",47.5696,-122.02,1850,8209 +"0525069133","20140805T000000",780000,4,3.25,3900,40962,"2",0,0,3,10,3900,0,1991,0,"98053",47.683,-122.063,1730,11775 +"2721049061","20140709T000000",625000,3,1.75,3160,76230,"1",0,0,4,8,2160,1000,1978,0,"98001",47.274,-122.287,1990,45789 +"5381000411","20150410T000000",239950,3,1.75,1440,7200,"1",0,0,3,7,1440,0,1986,0,"98188",47.4473,-122.284,1640,9167 +"0603000150","20140616T000000",335000,3,1.5,2040,6000,"1",0,0,3,7,1340,700,1957,0,"98118",47.5218,-122.286,1190,6000 +"3904960690","20150417T000000",612000,3,2.5,2120,7401,"2",0,0,3,8,2120,0,1989,0,"98029",47.5781,-122.018,2010,7972 +"7686202730","20140804T000000",200000,2,1,830,8000,"1",0,0,3,6,830,0,1954,0,"98198",47.4215,-122.318,1300,8000 +"9264910300","20140710T000000",345000,3,1.75,3140,8571,"1",0,0,4,8,1670,1470,1985,0,"98023",47.3074,-122.337,2590,7949 +"1437910090","20150128T000000",520000,4,2.5,2410,6440,"1",0,0,3,8,1550,860,1974,0,"98034",47.7153,-122.191,2330,6938 +"2652500740","20140618T000000",855000,4,2.25,2190,4080,"2",0,0,3,8,1800,390,1918,0,"98119",47.6425,-122.358,2100,4080 +"9274200735","20150507T000000",567500,4,1.75,2190,5060,"1",0,0,3,7,1190,1000,1950,0,"98116",47.5846,-122.387,1510,4600 +"1745000090","20141110T000000",208000,3,1.5,1210,7247,"1",0,0,4,7,1210,0,1967,0,"98003",47.328,-122.321,1370,7869 +"5101405338","20140821T000000",452000,3,1.75,1880,16239,"1",0,0,3,7,880,1000,1922,0,"98115",47.7004,-122.304,1260,7528 +"9348500220","20140728T000000",555000,3,3,2410,12183,"2",0,0,3,9,2410,0,1988,0,"98011",47.747,-122.177,2540,9979 +"1066600090","20140905T000000",519000,5,2.75,2620,8861,"1",0,0,5,8,1350,1270,1979,0,"98056",47.5226,-122.183,1940,10800 +"3331500455","20141203T000000",474950,3,2.25,1850,2575,"2",0,0,3,9,1850,0,2013,0,"98118",47.5525,-122.273,1080,4120 +"1427300120","20150121T000000",419000,3,2.25,1760,16418,"1",0,0,3,7,1190,570,1990,0,"98053",47.6525,-121.985,2260,20747 +"1861400068","20140911T000000",390000,2,1,860,1800,"1",0,0,3,7,860,0,1909,0,"98119",47.6334,-122.371,2160,3120 +"4040500100","20141020T000000",539000,7,2.25,2620,6890,"2",0,0,4,7,2620,0,1961,0,"98007",47.6123,-122.134,2070,7910 +"6117501250","20140801T000000",569000,4,1.75,2400,21196,"1",0,0,5,8,1590,810,1956,0,"98166",47.4282,-122.347,2200,19134 +"9523103990","20141208T000000",611000,3,1,1850,5000,"1.5",0,0,3,7,1850,0,1922,0,"98103",47.6727,-122.351,1850,5000 +"3221069054","20141028T000000",760000,3,2.5,4040,147856,"2",0,0,3,9,4040,0,2004,0,"98092",47.2711,-122.067,3000,125452 +"8838900032","20140518T000000",732000,3,2,1940,55756,"1",0,0,5,9,1940,0,1954,0,"98007",47.5913,-122.149,2330,10018 +"1455100355","20140708T000000",1.675e+006,3,2.5,3490,8343,"2",1,4,4,9,2150,1340,1939,1991,"98125",47.7265,-122.281,2990,13104 +"1853080120","20140903T000000",919950,5,2.75,3170,7062,"2",0,0,3,9,3170,0,2014,0,"98074",47.5937,-122.061,3210,6891 +"2806800120","20140610T000000",400000,4,2.5,2530,7563,"1",0,0,3,7,1440,1090,1978,0,"98011",47.7762,-122.21,1960,7811 +"3216000090","20140729T000000",785000,4,2.5,3230,21781,"2",0,0,3,9,3230,0,1993,0,"98053",47.6318,-122.01,3230,21780 +"1525059165","20140629T000000",835000,3,2.25,2120,54014,"2",0,0,4,9,2120,0,1964,0,"98005",47.6482,-122.159,3280,50690 +"8901000835","20150211T000000",640500,2,1.75,1640,6750,"1",0,0,4,8,1340,300,1939,0,"98125",47.7068,-122.308,1760,7490 +"8001400300","20150316T000000",310000,4,2.5,2130,9013,"2",0,0,3,8,2130,0,1988,0,"98001",47.3208,-122.273,2350,8982 +"1138000450","20141016T000000",355000,4,1,1440,7215,"1.5",0,0,3,7,1440,0,1969,0,"98034",47.7133,-122.212,1150,7215 +"2485000100","20140529T000000",685000,3,1.75,1940,7313,"1",0,1,4,8,1440,500,1960,0,"98136",47.5239,-122.387,2160,7200 +"7689600215","20141017T000000",202500,3,1,1120,8576,"1",0,0,3,6,1120,0,1943,0,"98178",47.4896,-122.248,1050,8812 +"7852010940","20150505T000000",540000,3,2.5,2400,5817,"2",0,0,3,8,2400,0,1998,0,"98065",47.5371,-121.87,2420,5817 +"0739980360","20141117T000000",295000,4,2.5,1810,4871,"2",0,0,3,8,1810,0,1999,0,"98031",47.4088,-122.192,1850,5003 +"1102001055","20150424T000000",518000,3,1,1270,6612,"1.5",0,3,3,7,1270,0,1927,0,"98118",47.5433,-122.264,2100,7680 +"2781250970","20150501T000000",250000,2,1.75,1350,4023,"1",0,0,3,7,1350,0,2005,0,"98038",47.3493,-122.023,1370,3570 +"3624079067","20140508T000000",330000,2,2,1550,435600,"1.5",0,0,2,7,1550,0,1972,0,"98065",47.5145,-121.853,1600,217800 +"4443800785","20141121T000000",481000,2,1,1620,3880,"1",0,0,4,7,920,700,1924,0,"98117",47.6855,-122.391,1330,3880 +"3303900090","20141023T000000",898000,3,2.25,2650,12845,"1",0,3,3,9,1770,880,1977,0,"98034",47.7209,-122.256,2650,12902 +"0686530530","20140804T000000",570000,5,1.75,2510,9750,"1.5",0,0,3,8,2510,0,1969,0,"98052",47.6635,-122.149,1900,9750 +"4254000220","20150307T000000",475000,4,2.5,2040,16200,"2",0,0,3,8,2040,0,1997,0,"98019",47.7366,-121.958,2530,15389 +"7575600610","20150209T000000",265000,3,2.5,1660,5250,"2",0,0,4,8,1660,0,1988,0,"98003",47.3541,-122.3,1630,5505 +"7631800110","20140918T000000",380000,3,2.5,1980,17342,"2",1,4,3,10,1580,400,1984,0,"98166",47.4551,-122.373,2060,17313 +"7732410120","20140819T000000",790000,4,2.5,2690,8036,"2",0,0,4,9,2690,0,1987,0,"98007",47.6596,-122.144,2420,8087 +"2493200040","20150312T000000",620000,2,2.25,2910,6110,"2",0,2,4,9,2910,0,1985,0,"98136",47.5279,-122.387,2090,5763 +"2568300040","20140819T000000",709050,4,3.5,2720,9000,"2",0,0,3,8,2670,50,1997,0,"98125",47.7034,-122.297,1960,7772 +"1781500385","20140806T000000",296500,3,1,1280,5100,"1",0,0,3,7,1280,0,1948,0,"98126",47.5259,-122.38,1380,7140 +"0626710220","20140813T000000",475000,3,2.5,2160,35912,"2",0,0,3,8,2160,0,1982,0,"98077",47.7273,-122.083,2230,35244 +"9414500230","20141022T000000",440000,3,2.25,1760,10835,"1",0,0,4,8,1290,470,1976,0,"98027",47.522,-122.048,2050,10488 +"6638900405","20141208T000000",405000,2,1,800,6016,"1",0,0,3,6,800,0,1942,0,"98117",47.6913,-122.369,1470,3734 +"7327902612","20150513T000000",269500,2,1,930,4000,"1",0,0,3,6,730,200,1943,0,"98108",47.5321,-122.323,1100,5000 +"7923600330","20141119T000000",520000,5,1.75,2040,5280,"1",0,0,4,7,1020,1020,1961,0,"98007",47.5941,-122.144,1720,7344 +"2011400782","20140804T000000",229500,1,1,1180,22000,"1",0,2,3,6,1180,0,1948,0,"98198",47.4007,-122.323,1890,11761 +"0821049149","20141009T000000",335000,4,1.75,2000,10890,"1",0,0,4,7,1390,610,1961,0,"98003",47.3203,-122.321,1520,9250 +"4054700300","20141021T000000",680000,4,2.75,3310,50951,"2",0,0,3,9,3310,0,1998,0,"98077",47.7249,-122.027,3230,39340 +"3931900580","20150313T000000",1.389e+006,4,3.5,3130,3900,"2",0,0,3,9,2550,580,2008,0,"98115",47.6849,-122.327,1830,3900 +"2485000165","20141215T000000",740000,4,2.5,2300,9900,"1",0,2,3,8,1600,700,1961,0,"98136",47.5256,-122.385,2510,7500 +"1117000150","20150317T000000",270000,3,2.25,2140,9990,"1",0,0,4,8,2140,0,1962,0,"98003",47.3484,-122.298,2060,9990 +"4321200600","20150504T000000",510000,4,2,2210,5572,"1.5",0,3,3,7,1760,450,1911,0,"98126",47.5727,-122.376,1760,4713 +"0123039364","20140521T000000",300000,2,1,970,13700,"1",0,0,3,6,970,0,1949,0,"98106",47.515,-122.362,1570,10880 +"2175100205","20150323T000000",1.29889e+006,5,2.25,2690,10800,"1",0,3,4,8,2020,670,1956,0,"98040",47.5821,-122.247,3380,9134 +"8813400165","20140819T000000",675000,4,2,1890,5188,"1.5",0,0,4,7,1670,220,1940,0,"98105",47.6633,-122.287,1800,4848 +"2597531020","20141104T000000",925850,6,3.25,3140,14923,"2",0,0,3,10,3140,0,1991,0,"98006",47.5411,-122.133,2980,10758 +"0723069013","20140718T000000",255500,2,1,1440,43560,"1",0,0,4,7,1150,290,1965,0,"98027",47.4916,-122.082,1870,56628 +"1137800230","20140514T000000",450000,3,2.5,2910,17172,"2",0,0,3,10,2910,0,1989,0,"98003",47.2789,-122.331,2910,20048 +"3221069057","20141105T000000",280000,3,1,1310,22652,"1",0,0,3,7,1310,0,1968,0,"98092",47.2574,-122.072,1600,103672 +"3832500230","20150105T000000",245000,4,2.25,2140,8800,"2",0,0,4,7,2140,0,1963,0,"98032",47.3655,-122.291,2060,9790 +"1138010220","20150317T000000",344950,3,1,1090,6712,"1",0,0,4,7,1090,0,1972,0,"98034",47.7155,-122.211,1440,7350 +"3205500230","20140811T000000",381000,3,1.75,1330,7216,"1",0,0,3,7,1330,0,1969,0,"98034",47.7199,-122.18,1500,8000 +"4389201241","20141230T000000",1.945e+006,4,4,4690,6900,"2",0,0,3,11,3480,1210,2001,0,"98004",47.6165,-122.216,2800,11240 +"9808700025","20150211T000000",1.5e+006,3,1.5,1910,21374,"1",0,0,1,8,1910,0,1955,0,"98004",47.6453,-122.214,2850,16167 +"4399210110","20140619T000000",232603,3,1.75,1750,11461,"2",0,0,4,7,1750,0,1976,0,"98002",47.3173,-122.21,2140,11276 +"7972602490","20141212T000000",220000,5,2.5,1760,10200,"1.5",0,0,3,6,1760,0,1925,0,"98106",47.5271,-122.351,1370,7620 +"2128000180","20140811T000000",600000,4,1.75,1810,7700,"1",0,0,5,8,1390,420,1977,0,"98033",47.6976,-122.169,2080,7700 +"4345000090","20141105T000000",239000,3,2.5,1360,5754,"2",0,0,3,7,1360,0,1994,0,"98030",47.3645,-122.183,1360,7050 +"6413100242","20140826T000000",400000,3,1.75,1730,9211,"1",0,0,3,8,1730,0,1961,0,"98125",47.7149,-122.322,1440,9211 +"4218400455","20140708T000000",2.18e+006,6,2.75,4710,11000,"2",0,3,3,10,3690,1020,1931,0,"98105",47.6622,-122.272,2950,5300 +"1568100220","20140908T000000",350000,3,1,1010,8551,"1",0,0,5,7,1010,0,1953,0,"98155",47.7351,-122.295,1310,8504 +"1626069220","20140905T000000",562000,3,2.5,2400,97138,"2",0,0,5,8,2400,0,1983,0,"98077",47.7361,-122.046,2230,54450 +"3342103149","20140910T000000",380000,3,1.5,1540,8400,"1",0,0,5,7,1540,0,1968,0,"98056",47.5237,-122.199,1690,7689 +"8127700410","20141015T000000",511200,4,1.75,1480,7875,"1",0,0,3,7,740,740,1927,0,"98199",47.643,-122.397,1680,5851 +"3629970090","20141014T000000",680000,4,2.5,2520,5000,"2",0,0,3,9,2520,0,2004,0,"98029",47.5524,-121.992,2910,5001 +"8910500237","20140726T000000",350000,3,3.25,1210,941,"2",0,0,3,8,1000,210,2002,0,"98133",47.7114,-122.356,1650,1493 +"0621069218","20150219T000000",410000,5,2.5,2670,184140,"1",0,0,3,8,1410,1260,1980,0,"98042",47.3429,-122.097,1860,35719 +"3394100230","20140522T000000",1.05e+006,4,2.5,3030,12590,"1.5",0,0,4,10,3030,0,1988,0,"98004",47.5806,-122.193,2980,11635 +"8682211030","20141028T000000",391265,3,2,1440,3900,"1",0,0,3,8,1440,0,2002,0,"98053",47.7022,-122.021,1350,3900 +"5427100150","20140626T000000",1.41e+006,4,2.25,3250,16684,"2",0,0,3,9,3250,0,1979,0,"98039",47.6334,-122.229,2890,16927 +"7579200600","20150428T000000",575000,3,2,1750,5750,"1",0,2,5,7,870,880,1956,0,"98116",47.5579,-122.384,1750,5750 +"7302000610","20150508T000000",316000,4,1.5,2120,46173,"2",0,0,3,7,2120,0,1974,0,"98053",47.6503,-121.968,2000,46173 +"3004800175","20150416T000000",165000,3,1,1050,5156,"1.5",0,0,3,7,1050,0,1919,0,"98106",47.5169,-122.358,1050,5502 +"2397101055","20140812T000000",850000,3,2.25,1950,3600,"1.5",0,0,5,8,1430,520,1911,0,"98119",47.637,-122.363,1950,3600 +"2354300845","20140804T000000",210000,3,1,1020,6000,"1",0,0,3,5,1020,0,1900,0,"98027",47.5281,-122.031,2070,7200 +"0984220330","20140824T000000",325000,4,2.5,1820,9161,"1",0,0,4,7,1220,600,1975,0,"98058",47.4333,-122.168,1860,7650 +"7273100026","20150407T000000",682000,4,2.5,2390,53941,"2",0,0,3,8,2390,0,1989,0,"98053",47.7066,-122.08,2610,104108 +"6386200100","20140718T000000",430000,3,2.5,1400,7508,"2",0,0,4,7,1400,0,1987,0,"98034",47.7233,-122.167,1710,7700 +"9324800025","20141125T000000",325500,3,1.5,1540,8110,"1",0,0,4,7,1190,350,1959,0,"98125",47.7329,-122.291,1290,8110 +"4058800930","20140720T000000",385000,3,1.75,2370,6360,"1",0,3,3,7,1280,1090,1954,0,"98178",47.5039,-122.24,1990,6360 +"1972201161","20150323T000000",435000,1,1,670,1800,"1",0,0,5,6,670,0,1905,0,"98103",47.654,-122.35,1330,3360 +"2202500025","20140721T000000",550000,4,1,2420,15520,"2",0,0,4,7,2420,0,1945,0,"98006",47.5744,-122.137,1630,9965 +"4077800258","20141009T000000",400000,3,1,1000,7800,"1",0,0,4,6,860,140,1930,0,"98125",47.7098,-122.283,1700,7800 +"2558700220","20140721T000000",503000,4,2.75,2100,7350,"1",0,0,5,7,1240,860,1978,0,"98034",47.7194,-122.172,2490,7350 +"0290200230","20140819T000000",676000,4,2.5,2800,5368,"2",0,0,3,8,2800,0,2003,0,"98074",47.6076,-122.053,2790,5368 +"1951100100","20141113T000000",180000,3,1,940,11055,"1.5",0,0,4,7,940,0,1959,0,"98032",47.3732,-122.295,1420,9100 +"9499200220","20140611T000000",234000,3,2,1640,5280,"1.5",0,0,5,6,1640,0,1910,0,"98002",47.3089,-122.213,1160,7875 +"0999000215","20140512T000000",734200,4,2.5,2760,5000,"1.5",0,0,5,7,1680,1080,1928,0,"98107",47.6726,-122.371,1850,5000 +"0822069118","20140729T000000",920000,3,3.25,3660,66211,"2",0,0,3,10,3660,0,2003,0,"98038",47.4087,-122.062,3660,107153 +"2425049066","20140616T000000",1.92e+006,4,2.5,3070,34412,"1",0,3,4,9,2070,1000,1950,0,"98039",47.64,-122.24,3780,27940 +"7950700110","20141209T000000",224000,3,1.75,1100,10125,"1",0,0,4,7,1100,0,1969,0,"98092",47.3232,-122.103,1520,10125 +"9253900408","20150408T000000",1.4e+006,3,2.75,3130,19530,"1",1,4,3,8,1690,1440,1947,1984,"98008",47.5895,-122.111,2980,18782 +"3313600077","20140919T000000",185000,3,1,1320,7155,"1",0,0,4,6,1320,0,1961,0,"98002",47.2857,-122.22,1070,8100 +"0452001540","20140818T000000",554600,3,1.75,1470,5000,"1.5",0,0,5,7,1470,0,1900,0,"98107",47.6755,-122.369,1530,5000 +"3832710210","20140825T000000",268000,3,1.75,1480,8009,"1",0,0,3,7,980,500,1980,0,"98032",47.3657,-122.28,1790,7678 +"8563000300","20140915T000000",675000,4,2.25,2260,8715,"1",0,0,4,8,1530,730,1976,0,"98008",47.6237,-122.106,2220,8650 +"1313000650","20140711T000000",620000,4,2.25,2210,10039,"1",0,0,4,8,1710,500,1967,0,"98052",47.634,-122.101,2070,10965 +"3424069066","20140521T000000",396450,3,1.75,1540,12446,"1",0,0,5,8,1540,0,1967,0,"98027",47.5172,-122.027,1330,11508 +"2206500300","20140820T000000",565000,5,1.75,1910,9720,"1",0,0,4,7,1390,520,1955,0,"98006",47.5772,-122.159,1750,9720 +"3083001095","20140824T000000",410000,3,1.75,1760,3520,"1",0,0,3,7,1160,600,1966,0,"98144",47.5773,-122.303,1840,5000 +"0809002290","20140519T000000",1.19e+006,4,3,2240,6000,"1.5",0,0,4,8,1270,970,1914,0,"98109",47.6369,-122.35,2240,4250 +"6669070220","20140821T000000",716125,3,2.25,2110,7279,"1",0,0,4,9,2110,0,1984,0,"98033",47.6669,-122.17,2130,7279 +"2325069054","20140521T000000",225000,2,1,1396,111949,"1",0,0,3,7,1396,0,1940,1997,"98053",47.6374,-122.007,2020,111949 +"8820901792","20140711T000000",640000,4,2.75,3040,7274,"2",0,3,3,9,2320,720,1986,0,"98125",47.7184,-122.28,2830,10080 +"3488300110","20140910T000000",374000,2,1,1140,5650,"1",0,1,3,6,980,160,1920,0,"98116",47.5634,-122.391,1220,5700 +"3971700330","20150415T000000",415000,4,2,1780,12161,"1",0,0,5,7,1160,620,1950,0,"98155",47.7746,-122.323,1780,8170 +"5561400220","20140819T000000",592500,4,2.5,3370,35150,"1",0,0,5,8,1770,1600,1993,0,"98027",47.461,-122.002,2920,41241 +"2979800762","20140904T000000",365000,3,2.5,1484,1761,"3",0,0,3,7,1484,0,2003,0,"98115",47.6844,-122.317,1484,4320 +"6600220300","20140914T000000",600000,4,2.5,2230,12753,"1",0,0,4,7,1180,1050,1981,0,"98074",47.6297,-122.033,1860,12753 +"2817910220","20141216T000000",465000,4,2.5,2820,39413,"2",0,0,4,9,2820,0,1989,0,"98092",47.3064,-122.1,2910,39413 +"7696620100","20150422T000000",254999,3,1,1580,7560,"1",0,0,4,7,1000,580,1976,0,"98001",47.3318,-122.277,1580,7560 +"7760400900","20140916T000000",279000,4,2.5,2040,8076,"2",0,0,3,7,2040,0,1994,0,"98042",47.3691,-122.074,2040,8408 +"3353404265","20141231T000000",460000,3,2.5,2720,40813,"2",0,0,3,8,2720,0,2001,0,"98001",47.2619,-122.271,2250,40511 +"9828702666","20140728T000000",507000,4,2.25,1490,956,"2",0,0,3,7,1020,470,2005,0,"98122",47.6184,-122.301,1510,1350 +"1823059223","20140520T000000",291000,3,1.75,1560,9788,"1",0,0,3,7,1560,0,1964,0,"98178",47.4876,-122.226,1840,11180 +"2197600388","20141202T000000",350000,2,1.5,830,1077,"2",0,0,3,7,830,0,2006,0,"98122",47.6058,-122.319,830,1366 +"4239400300","20141129T000000",90000,3,1,980,2490,"2",0,0,4,6,980,0,1969,0,"98092",47.317,-122.182,980,3154 +"1328300820","20140806T000000",329000,3,1.75,1980,7000,"1",0,0,4,8,1360,620,1977,0,"98058",47.4442,-122.129,1880,7200 +"7805450870","20140814T000000",909000,4,2.5,3680,11648,"2",0,0,3,10,3680,0,1986,0,"98006",47.5604,-122.107,2830,11251 +"0419000035","20141015T000000",187000,2,1,860,5400,"1",0,0,4,5,860,0,1953,0,"98056",47.492,-122.171,960,5400 +"3131201105","20140709T000000",580000,3,1.75,1850,5100,"1",0,0,3,7,1020,830,1909,0,"98105",47.6605,-122.326,1850,5100 +"0112900110","20140903T000000",345000,3,2.5,1620,5992,"2",0,0,3,7,1620,0,2001,0,"98019",47.736,-121.965,1620,4644 +"5249802240","20140515T000000",497000,4,2.5,2240,7200,"2",0,0,3,8,2240,0,1995,0,"98118",47.5636,-122.275,1860,6600 +"7950302345","20140815T000000",345000,3,1,1010,3060,"1.5",0,0,3,6,1010,0,1904,0,"98118",47.5657,-122.285,1330,4590 +"2473371570","20141119T000000",313500,3,1.75,1610,7350,"1",0,0,3,8,1610,0,1974,0,"98058",47.4503,-122.131,2120,7350 +"3982700088","20150402T000000",910000,3,2.5,2720,7250,"2",0,0,3,9,2720,0,1990,0,"98033",47.6894,-122.195,2870,7250 +"3448000755","20140604T000000",399950,3,1.5,2080,5244,"1",0,0,3,7,1190,890,1959,0,"98125",47.7144,-122.293,1850,6982 +"1446400615","20140527T000000",268000,4,2,1930,6600,"1",0,0,4,7,1030,900,1967,0,"98168",47.482,-122.332,1220,6600 +"2484700145","20141229T000000",559000,4,1.75,2250,8458,"1",0,0,3,8,1450,800,1954,0,"98136",47.5235,-122.383,1950,7198 +"1753500100","20140709T000000",309000,3,2.25,1980,8755,"1",0,0,4,7,1300,680,1963,0,"98198",47.3922,-122.321,2030,8671 +"7853300770","20140609T000000",410000,3,2.5,1960,4400,"2",0,0,3,7,1960,0,2006,0,"98065",47.5384,-121.889,2060,4400 +"7236100015","20140520T000000",259000,3,1,1320,8625,"1",0,0,4,7,1320,0,1957,0,"98056",47.4902,-122.179,1370,8295 +"1959701695","20141124T000000",950000,5,2,2940,5500,"2",0,0,4,9,2340,600,1909,0,"98102",47.6466,-122.321,2940,5500 +"4024101421","20141202T000000",320000,4,1,1460,7200,"1.5",0,0,4,7,1460,0,1955,0,"98155",47.7602,-122.306,1690,7357 +"0327000165","20150413T000000",1.15e+006,4,2.5,2330,30122,"1",0,1,3,8,1490,840,1951,0,"98115",47.6843,-122.267,2430,6726 +"7893800534","20141124T000000",394250,3,2,2620,10107,"1",0,3,3,7,2620,0,1982,0,"98198",47.4096,-122.329,1730,7812 +"6430500191","20141106T000000",315000,1,1,700,3876,"1",0,0,3,6,700,0,1910,0,"98103",47.6886,-122.352,1150,3952 +"2354300835","20141224T000000",480000,2,2,1140,12000,"1",0,0,3,6,1140,0,1943,0,"98027",47.5277,-122.031,1880,6125 +"9510300220","20140804T000000",556000,3,2.5,2750,35440,"2",0,0,3,9,2750,0,1994,0,"98045",47.4745,-121.723,2710,35440 +"7852130410","20141027T000000",450000,3,2.5,2480,5647,"2",0,0,3,7,2480,0,2002,0,"98065",47.5355,-121.88,2510,5018 +"5101406522","20141001T000000",420000,3,1.5,1130,5413,"1",0,0,3,7,940,190,1946,0,"98125",47.7021,-122.32,1400,7168 +"2768200090","20150317T000000",890000,6,3.75,2770,5000,"1",0,0,3,8,1870,900,1969,0,"98107",47.669,-122.365,1570,2108 +"1761300650","20141006T000000",295000,4,2,1710,8814,"1",0,0,5,7,1030,680,1975,0,"98031",47.395,-122.174,1710,7272 +"1081330210","20140911T000000",410000,4,2.25,2150,27345,"2",0,0,5,8,2150,0,1976,0,"98059",47.469,-122.121,2200,11923 +"4137070090","20140611T000000",308900,3,2.5,2250,7294,"2",0,0,3,8,2250,0,1994,0,"98092",47.2636,-122.212,2140,7363 +"0327000100","20141022T000000",1.161e+006,4,2.5,2960,26742,"1",0,3,3,8,1480,1480,1949,1996,"98115",47.6846,-122.268,2500,9460 +"8682281510","20150128T000000",665000,2,2.5,2300,6984,"1",0,0,3,8,2300,0,2006,0,"98053",47.7087,-122.015,1820,4950 +"3297700100","20140903T000000",577000,3,1.75,1740,5500,"1",0,0,5,7,970,770,1953,0,"98116",47.577,-122.395,1740,7250 +"7518506717","20140917T000000",959000,3,2.5,2830,3750,"3",0,0,3,10,2830,0,2014,0,"98117",47.6799,-122.385,1780,5000 +"0065000210","20140626T000000",471000,2,1.75,1240,6417,"1",0,0,5,7,1240,0,1924,0,"98126",47.5439,-122.379,1800,6417 +"3905040590","20150421T000000",560000,3,2.5,2180,7169,"2",0,0,3,8,2180,0,1990,0,"98029",47.5714,-122.002,2150,5914 +"5451210150","20140514T000000",955000,5,2.25,2510,9887,"2",0,0,3,8,2510,0,1972,0,"98040",47.5339,-122.223,2510,10006 +"1778360150","20140620T000000",1.24e+006,7,5.5,6630,13782,"2",0,0,3,10,4930,1700,2004,0,"98006",47.5399,-122.118,4470,8639 +"6649900301","20141231T000000",579000,3,2.5,2300,18540,"1",0,0,3,8,1800,500,1961,0,"98177",47.7767,-122.369,2460,18540 +"9264901490","20150428T000000",335000,4,2.25,3220,7889,"2",0,0,3,8,3220,0,1978,0,"98023",47.3112,-122.339,2120,7651 +"7853220910","20140915T000000",485000,3,2.5,2270,7887,"2",0,2,3,8,2270,0,2004,0,"98065",47.5326,-121.855,2550,7133 +"9346700150","20140702T000000",552000,3,2.5,1840,9900,"1",0,0,3,9,1840,0,1978,0,"98007",47.6131,-122.151,2730,9900 +"2327000110","20140714T000000",950000,4,3.25,3820,15293,"2",0,0,3,10,3820,0,2003,0,"98074",47.6097,-122.017,2790,7142 +"7137900490","20150316T000000",203700,3,2,1660,7958,"1",0,0,3,7,1130,530,1983,0,"98092",47.3187,-122.171,1550,7647 +"9264960850","20140709T000000",412000,4,3.5,3360,9767,"2",0,0,3,9,2450,910,1990,0,"98023",47.3047,-122.347,2580,8757 +"1545808960","20150106T000000",237500,3,2,1350,8960,"1",0,0,4,7,1350,0,1986,0,"98038",47.3614,-122.045,1470,8288 +"0486000085","20140815T000000",866800,4,3.5,2970,5000,"2",0,2,3,9,2200,770,2001,0,"98117",47.6772,-122.399,1470,4560 +"7977200945","20150310T000000",425000,3,1,1000,5100,"1",0,0,3,7,860,140,1946,0,"98115",47.6857,-122.293,1000,5100 +"3056700150","20140625T000000",200000,3,2,1190,6833,"1",0,0,3,7,1190,0,1995,0,"98092",47.3191,-122.18,1540,8000 +"7896300150","20140929T000000",280000,3,1.75,1670,6034,"1",0,0,3,7,990,680,1957,0,"98118",47.5209,-122.286,1230,6034 +"7399100210","20141126T000000",140000,3,1.5,1200,2002,"2",0,0,3,8,1200,0,1966,0,"98055",47.4659,-122.189,1270,1848 +"2473370110","20141114T000000",370000,5,2.5,2250,10400,"1",0,0,3,8,1280,970,1973,0,"98058",47.4501,-122.139,2140,9592 +"2770605420","20140916T000000",550000,2,0.75,1040,4000,"1",0,0,3,7,930,110,1909,0,"98119",47.6489,-122.372,1700,4800 +"7856400300","20140702T000000",1.4116e+006,2,2.5,3180,9400,"2",0,4,5,10,2610,570,1985,0,"98006",47.5617,-122.158,3760,9450 +"7856400300","20150322T000000",1.505e+006,2,2.5,3180,9400,"2",0,4,5,10,2610,570,1985,0,"98006",47.5617,-122.158,3760,9450 +"7923700330","20140528T000000",510000,4,1.5,2040,8800,"1",0,0,4,7,1020,1020,1961,0,"98007",47.5965,-122.139,1490,8800 +"5632500110","20140716T000000",351000,3,1,1160,10518,"1",0,0,3,7,1160,0,1960,0,"98028",47.7343,-122.22,1670,9380 +"0723049219","20150325T000000",210000,3,1,880,10800,"1",0,0,3,6,880,0,1942,0,"98146",47.4949,-122.338,1100,8820 +"2320069111","20150507T000000",449999,4,1.75,2290,36900,"1.5",0,2,5,7,1690,600,1938,0,"98022",47.2034,-122.003,2170,12434 +"7972604345","20140519T000000",137000,3,1,950,7620,"1",0,0,3,6,950,0,1954,0,"98106",47.5178,-122.346,1260,7620 +"3222069156","20141217T000000",270000,3,1,1010,14510,"1",0,0,5,7,1010,0,1974,0,"98042",47.3437,-122.078,2020,44866 +"1722069097","20141229T000000",540000,3,2.5,3100,100188,"1",0,0,4,7,1820,1280,1981,0,"98038",47.3928,-122.066,2430,104979 +"4022905473","20141205T000000",565000,5,3,2560,12480,"1",0,0,3,8,1590,970,2012,0,"98155",47.7657,-122.284,2500,17299 +"5318101695","20150409T000000",940000,4,1.5,2430,3600,"2.5",0,0,3,8,2430,0,1980,0,"98112",47.6351,-122.285,2020,4800 +"5216200090","20140616T000000",385000,2,1,830,26329,"1",1,3,4,6,830,0,1928,0,"98070",47.4012,-122.425,2030,27338 +"9526500090","20140822T000000",400000,3,3,2090,7634,"1",0,0,3,8,1450,640,2001,0,"98019",47.7408,-121.974,2090,9600 +"0423059039","20150321T000000",365000,3,2,2030,8649,"1",0,0,3,7,2030,0,1998,0,"98056",47.5082,-122.166,1760,7200 +"6909700437","20140522T000000",353250,2,1,1060,1600,"2",0,0,3,7,1060,0,1979,0,"98144",47.5888,-122.294,1360,3360 +"1205000215","20150429T000000",455000,2,1.5,1090,6750,"1",0,0,3,7,950,140,1942,0,"98117",47.6836,-122.397,1640,6750 +"3223039229","20140527T000000",475000,4,3.5,3400,234352,"2",0,0,3,8,2500,900,1991,0,"98070",47.4335,-122.449,1300,39639 +"4077800474","20141124T000000",571500,4,1.75,1920,7455,"1",0,0,4,7,960,960,1939,1964,"98125",47.7106,-122.286,1920,7455 +"1604600227","20150328T000000",441000,2,1,1150,3000,"1",0,0,3,6,780,370,1915,0,"98118",47.5624,-122.291,1150,5000 +"9542200220","20150213T000000",810000,6,2.75,3970,9500,"1",0,0,4,10,2180,1790,1970,0,"98005",47.5956,-122.178,2490,9775 +"6600220490","20150409T000000",550000,3,2.25,1880,11556,"2",0,0,3,8,1880,0,1987,0,"98074",47.6283,-122.032,1880,12000 +"2138700141","20140702T000000",736000,2,1,1500,4000,"1",0,0,3,8,1100,400,1933,0,"98109",47.6409,-122.353,1980,4000 +"4046600820","20150224T000000",375000,3,1.75,2190,17550,"1",0,0,3,7,2190,0,1989,0,"98014",47.6984,-121.912,1700,17550 +"9430100360","20150205T000000",717500,3,2.5,2530,9932,"2",0,0,3,8,2530,0,1995,0,"98052",47.6853,-122.16,2140,7950 +"2447500015","20141121T000000",581000,2,1.75,1930,11200,"1",0,2,3,8,1430,500,1951,0,"98177",47.7576,-122.37,2840,12408 +"1524039043","20140725T000000",629000,3,2,1510,4560,"2",0,0,4,7,1510,0,1909,1995,"98116",47.5689,-122.408,1990,5000 +"2303900100","20140911T000000",3.8e+006,3,4.25,5510,35000,"2",0,4,3,13,4910,600,1997,0,"98177",47.7296,-122.37,3430,45302 +"8651400230","20141208T000000",225000,3,2,1100,5200,"1",0,0,3,6,1100,0,1969,2014,"98042",47.3606,-122.083,1050,5330 +"7437100210","20140618T000000",315000,3,2.5,1730,6368,"2",0,0,3,7,1730,0,1993,0,"98038",47.3505,-122.032,1780,6597 +"3630020150","20150310T000000",425000,3,2.5,1480,1386,"3",0,0,3,8,1480,0,2005,0,"98029",47.5468,-121.998,1470,1593 +"1773600691","20140625T000000",346500,3,1,1150,11802,"1",0,0,4,7,1150,0,1932,1958,"98106",47.5624,-122.361,1880,6082 +"5448300150","20150105T000000",550000,3,2.25,1950,26500,"1",0,0,4,8,1570,380,1965,0,"98006",47.5784,-122.179,2160,12751 +"2260000210","20150209T000000",565000,3,1.75,2380,10450,"1",0,0,3,8,1400,980,1977,0,"98052",47.6409,-122.111,2150,9600 +"6815100085","20141224T000000",1.001e+006,4,2,3100,8000,"1.5",0,0,5,7,2040,1060,1939,0,"98103",47.6852,-122.329,1650,4000 +"5141000720","20140805T000000",400000,2,2,2010,3797,"1.5",0,0,3,7,1450,560,1922,2004,"98108",47.5596,-122.315,1660,4650 +"9276200455","20141121T000000",724950,4,2,2270,5760,"2",0,0,4,8,2270,0,1909,0,"98116",47.5809,-122.39,1420,5760 +"5459500165","20140708T000000",623000,3,1.75,2050,16313,"1",0,0,2,8,2050,0,1973,0,"98040",47.5743,-122.212,3180,10264 +"9828701295","20140624T000000",295000,2,1,650,5400,"1",0,0,3,6,650,0,1950,0,"98122",47.6185,-122.295,1310,4906 +"0164000261","20140521T000000",700000,4,3.25,2780,7875,"2",0,0,3,9,2780,0,2006,0,"98133",47.7294,-122.352,1000,7500 +"2767704682","20150408T000000",482000,2,1.5,1300,1229,"2",0,0,3,8,1160,140,2000,0,"98107",47.6727,-122.375,1430,1255 +"6791050450","20140821T000000",770000,3,2.5,2730,11380,"2",0,0,3,10,2730,0,1995,0,"98075",47.58,-122.057,2800,10070 +"1221039066","20141017T000000",310000,4,2.5,3140,22100,"1",0,0,4,8,1820,1320,1960,0,"98023",47.319,-122.362,2700,25500 +"0686300450","20140708T000000",720000,4,2.25,2410,8400,"2",0,0,5,8,2410,0,1965,0,"98008",47.626,-122.119,1910,8056 +"3822200087","20150319T000000",355000,3,1,1180,5965,"1.5",0,0,4,6,1180,0,1928,0,"98125",47.7281,-122.299,1270,7710 +"6669250100","20140729T000000",512000,4,2.5,2600,4506,"2",0,0,3,9,2600,0,2005,0,"98056",47.5146,-122.188,2470,6041 +"1453602310","20141216T000000",303000,2,1.5,1400,1650,"3",0,0,3,7,1400,0,1999,0,"98125",47.7222,-122.29,1430,1650 +"0984200690","20140618T000000",299000,5,2.5,2220,9360,"1",0,0,4,7,1110,1110,1968,0,"98058",47.4341,-122.169,1780,7704 +"5468770180","20140623T000000",285000,3,2.5,1660,6263,"2",0,0,3,8,1660,0,2003,0,"98042",47.3507,-122.141,2190,6192 +"5459500100","20140924T000000",680000,3,1.75,2330,9652,"1",0,0,4,8,1590,740,1968,0,"98040",47.5714,-122.211,2420,9631 +"2968801605","20140902T000000",285000,4,1.75,1440,6720,"1",0,0,5,6,720,720,1954,0,"98166",47.4571,-122.345,1820,6784 +"2141310580","20141125T000000",707000,4,2.25,2920,17023,"1",0,0,4,9,1690,1230,1977,0,"98006",47.5585,-122.134,2710,10681 +"2325039067","20140507T000000",690000,3,2,1760,6428,"1",0,0,4,7,980,780,1942,0,"98199",47.6388,-122.397,1760,6004 +"2426059103","20150422T000000",872000,4,2.25,2860,40284,"2",0,0,3,10,2860,0,1983,0,"98072",47.7308,-122.115,2670,92782 +"3541600450","20141104T000000",290000,4,1.75,2090,12750,"1",0,0,3,8,1360,730,1967,0,"98166",47.4792,-122.357,2040,12300 +"5631501161","20150417T000000",425000,4,1.75,1910,16785,"1",0,0,4,7,1110,800,1981,0,"98028",47.7474,-122.235,1590,9900 +"3224510300","20150126T000000",925000,3,2.75,3280,10558,"1",0,2,4,9,2040,1240,1979,0,"98006",47.5606,-122.133,3150,9998 +"4027700466","20141219T000000",340500,3,1,1770,12458,"1",0,0,3,7,1770,0,1957,0,"98155",47.7715,-122.27,2000,8225 +"1702901500","20141121T000000",365000,2,1,920,6600,"1",0,0,4,6,920,0,1910,0,"98118",47.5572,-122.282,1370,5500 +"8146300205","20140710T000000",725000,3,1.75,1690,8489,"1",0,0,4,7,1690,0,1959,0,"98004",47.6079,-122.192,1850,8536 +"3526039019","20140702T000000",811000,3,3,2470,7410,"2",0,0,5,8,1860,610,1977,0,"98117",47.6937,-122.392,2390,7800 +"5230300210","20141210T000000",299000,3,1,1040,9514,"1",0,0,4,7,1040,0,1969,0,"98059",47.4936,-122.102,1040,9514 +"7907600100","20150421T000000",287500,4,2,1220,9147,"1",0,0,5,7,1220,0,1953,0,"98146",47.5011,-122.336,1220,8576 +"9322800210","20140520T000000",879950,4,2.25,3500,13875,"1",0,4,4,9,1830,1670,1938,0,"98146",47.5083,-122.388,2960,15000 +"3352400661","20141110T000000",135900,2,1,760,3800,"1",0,0,3,6,760,0,1950,0,"98178",47.5019,-122.269,1220,7410 +"3625710100","20140512T000000",1.225e+006,4,2.25,3070,16028,"1",0,3,3,9,1870,1200,1976,0,"98040",47.5271,-122.228,3070,19822 +"3626039207","20141017T000000",522500,4,1.75,2100,6480,"1",0,0,5,7,1300,800,1947,0,"98177",47.7049,-122.359,1840,7500 +"7568700215","20150312T000000",399500,4,1.5,1660,6617,"1",0,0,5,7,1660,0,1947,0,"98155",47.739,-122.323,950,7440 +"1604600540","20150504T000000",450000,3,1,1430,5960,"1.5",0,0,4,7,1430,0,1917,0,"98118",47.562,-122.289,1140,3960 +"1421039067","20141027T000000",218000,4,1,1620,17500,"1",0,0,3,7,1620,0,1962,0,"98023",47.3021,-122.388,2400,17394 +"7137970210","20150327T000000",289999,3,2,1490,9285,"1",0,0,3,8,1490,0,1995,0,"98092",47.3248,-122.169,2040,6681 +"2767603255","20150224T000000",540000,2,1,1170,4750,"1",0,0,3,6,1170,0,1903,0,"98107",47.6729,-122.378,1170,2023 +"3575303700","20140725T000000",324950,3,1,1240,7500,"1",0,0,4,7,1240,0,1976,0,"98074",47.6199,-122.062,1240,9750 +"1702901340","20140613T000000",718500,3,2,2910,6600,"2",0,0,4,7,1920,990,1900,1988,"98118",47.5576,-122.281,1370,5500 +"2320069014","20140709T000000",495000,3,2,2660,192099,"1",0,0,4,9,2660,0,1964,0,"98022",47.2098,-122.016,2570,43561 +"3141600600","20140521T000000",260000,6,2,2220,8797,"1",0,0,3,7,2220,0,1977,0,"98002",47.2977,-122.227,1170,5123 +"2201501015","20140502T000000",430000,4,1.5,1920,10000,"1",0,0,4,7,1070,850,1954,0,"98006",47.5725,-122.133,1450,10836 +"3782760040","20140603T000000",402500,3,3.25,2780,4002,"2",0,0,3,8,2780,0,2009,0,"98019",47.7348,-121.966,1890,4090 +"6613001241","20140811T000000",1.415e+006,4,3,3110,4408,"2.5",0,3,4,10,2510,600,1931,0,"98105",47.6583,-122.27,3250,5669 +"3276980120","20141028T000000",275000,3,2.25,1820,9766,"1",0,0,4,7,1450,370,1987,0,"98031",47.397,-122.203,1860,8236 +"1321400650","20140603T000000",250000,3,2.25,1765,7652,"2",0,0,3,7,1765,0,1996,0,"98003",47.3072,-122.328,1765,7719 +"0643300180","20140523T000000",665000,3,2.75,1800,9550,"1",0,0,4,7,1320,480,1966,0,"98006",47.5679,-122.178,1890,9902 +"0322059210","20150203T000000",425000,3,2.5,2650,144183,"1",0,0,3,8,2650,0,1967,0,"98042",47.4212,-122.144,1940,41210 +"9551201560","20140722T000000",760000,2,1,1410,3600,"1.5",0,0,4,7,1310,100,1925,0,"98103",47.6695,-122.338,1740,4200 +"7202330330","20140814T000000",447000,3,2.5,1650,3076,"2",0,0,3,7,1650,0,2003,0,"98053",47.682,-122.035,1560,3064 +"5153900150","20140708T000000",205000,3,1,1180,8240,"1",0,0,4,7,1180,0,1967,0,"98003",47.3325,-122.321,1180,7840 +"1788700230","20140506T000000",191000,3,1.5,800,8850,"1",0,0,4,6,800,0,1959,0,"98023",47.3266,-122.348,820,8775 +"0049000051","20150316T000000",350000,2,1.75,1430,7921,"1",0,0,3,7,1430,0,1983,0,"98146",47.5088,-122.371,1290,8040 +"3343301393","20150330T000000",789888,5,3.5,3300,7860,"2",0,0,3,9,2410,890,2001,0,"98006",47.5463,-122.192,2540,9920 +"2832100215","20150323T000000",443000,2,1,1220,10170,"1",0,0,3,7,980,240,1948,0,"98125",47.7297,-122.327,1990,9064 +"1980200015","20140929T000000",695000,4,3.5,3530,7202,"2",0,0,3,9,2660,870,2000,0,"98177",47.7339,-122.36,2810,8100 +"1825049013","20150213T000000",560000,4,2,1380,4048,"1.5",0,0,4,7,1380,0,1906,0,"98103",47.6583,-122.344,1440,3956 +"7550800015","20140714T000000",550000,3,1.75,1410,5000,"1",0,0,4,7,810,600,1923,0,"98107",47.6727,-122.395,1760,5000 +"8682230760","20140724T000000",850000,2,2.5,3360,6750,"2",0,0,3,9,3360,0,2004,0,"98053",47.7112,-122.033,2510,6750 +"8645511500","20150420T000000",352750,4,2.75,2270,24237,"1",0,0,4,7,1360,910,1977,0,"98058",47.4672,-122.175,2050,8016 +"8567450220","20140818T000000",550000,4,2.5,2890,9045,"2",0,0,3,8,2890,0,2001,0,"98019",47.7385,-121.965,2840,10114 +"1556200205","20141118T000000",774900,5,1,1750,3861,"1.5",0,0,3,7,1750,0,1903,0,"98122",47.6075,-122.295,1700,4255 +"9476200580","20140710T000000",250000,3,1,1010,8711,"1",0,0,5,6,1010,0,1944,0,"98056",47.4914,-122.186,1250,8053 +"8965410150","20140825T000000",962800,4,2.5,3780,23623,"2",0,0,3,9,3780,0,1997,0,"98006",47.559,-122.118,3370,10210 +"5031300011","20141104T000000",299500,3,1.75,1880,11700,"1",0,0,4,7,1880,0,1968,0,"98092",47.3213,-122.187,2230,35200 +"5101408735","20141103T000000",250000,2,1,800,5220,"1",0,0,3,6,800,0,1943,0,"98125",47.7037,-122.32,1910,5376 +"2623069010","20150116T000000",745000,5,4,4720,493534,"2",0,0,5,9,3960,760,1975,0,"98027",47.4536,-122.009,2160,219542 +"2624089040","20150217T000000",279475,2,1,1060,10600,"1.5",0,0,3,6,1060,0,1968,0,"98065",47.5375,-121.742,1560,21344 +"3345700165","20141202T000000",450000,3,2.25,2530,27227,"2",0,0,3,8,2530,0,1987,0,"98056",47.527,-122.193,2160,30192 +"0379000051","20140826T000000",307700,5,2.25,1980,13132,"1",0,0,4,7,1260,720,1962,0,"98198",47.3984,-122.301,1880,11325 +"0871000155","20141211T000000",665000,3,1,1650,5102,"1",0,0,4,8,1300,350,1953,0,"98199",47.6524,-122.404,1440,5102 +"7852020580","20140724T000000",375000,3,2.75,1890,3930,"2",0,0,3,8,1890,0,1999,0,"98065",47.5337,-121.867,2100,4259 +"7298050110","20150303T000000",420000,4,2.5,3360,11637,"2",0,0,3,11,3360,0,1990,0,"98023",47.3018,-122.342,3530,11205 +"2114700615","20140708T000000",148000,2,1,630,4200,"1",0,0,3,6,630,0,1930,0,"98106",47.5329,-122.348,970,4200 +"0809001965","20140729T000000",707000,3,1.5,1980,4000,"2",0,0,3,8,1980,0,1919,0,"98109",47.6364,-122.351,1980,3600 +"9557200090","20141112T000000",399000,3,1,990,4250,"1",0,0,4,7,840,150,1924,0,"98136",47.5392,-122.39,990,4500 +"5126210360","20141022T000000",570000,4,2.5,3420,115434,"2",0,0,3,9,3420,0,1989,0,"98038",47.3932,-121.988,3250,111513 +"3528000210","20150323T000000",853000,4,2.25,3440,35025,"2",0,0,3,10,3440,0,1988,0,"98053",47.6674,-122.055,3210,35005 +"0424059052","20141222T000000",400000,3,1,1300,14138,"1",0,0,4,7,1300,0,1943,0,"98005",47.593,-122.165,2440,12196 +"0594000115","20140512T000000",615000,2,1.75,2040,28593,"1.5",1,3,4,7,2040,0,1919,1990,"98070",47.3979,-122.465,2040,35124 +"2207100740","20150106T000000",463000,3,1,1250,7700,"1",0,0,4,7,1250,0,1955,0,"98007",47.5974,-122.149,1520,7700 +"7784000100","20140603T000000",600000,4,2.5,1960,14242,"1",0,1,4,8,1290,670,1958,0,"98146",47.4947,-122.369,2490,10907 +"3732800495","20141028T000000",429000,5,2.5,2720,8120,"1",0,0,3,7,1360,1360,1970,0,"98108",47.557,-122.308,2020,8120 +"2025059131","20140904T000000",980000,4,4.25,3250,11780,"2",0,0,3,8,2360,890,1944,2001,"98004",47.6322,-122.203,1800,9000 +"6699000740","20150421T000000",359500,6,3.75,3190,4700,"2",0,0,3,8,3190,0,2003,0,"98042",47.3724,-122.105,2680,5640 +"8651610580","20141107T000000",715000,4,2.5,2570,7980,"2",0,0,3,9,2570,0,1998,0,"98074",47.6378,-122.065,2760,6866 +"5412300100","20150325T000000",240000,3,1.75,1420,6984,"1",0,0,4,7,980,440,1980,0,"98030",47.3748,-122.18,1430,7875 +"8096600100","20141215T000000",455000,4,2,2120,9442,"1",0,0,5,7,1060,1060,1968,0,"98011",47.7675,-122.226,1290,9600 +"0722079015","20141017T000000",610000,3,2.5,2080,167270,"1",0,0,3,7,2080,0,2000,0,"98038",47.4032,-121.963,2080,55321 +"0339350150","20150311T000000",675000,3,2.75,2740,5735,"2",0,0,3,9,2740,0,2004,0,"98052",47.6862,-122.093,2210,5026 +"2560805440","20150129T000000",283500,3,1.75,1250,5375,"1",0,0,3,7,1250,0,1985,0,"98198",47.3787,-122.323,1320,6258 +"7131300047","20140826T000000",235000,2,1,2150,4500,"1.5",0,0,3,7,1260,890,1917,0,"98118",47.5158,-122.267,1590,5010 +"3459600180","20140626T000000",827000,4,2.5,3230,12100,"1",0,0,3,9,1870,1360,1977,0,"98006",47.562,-122.146,2670,10200 +"7663700663","20140910T000000",353000,2,1,860,8511,"1",0,0,3,7,860,0,1949,0,"98125",47.7312,-122.3,1554,8499 +"5415350770","20140923T000000",747500,4,2.5,2810,11902,"2",0,0,4,9,2810,0,1993,0,"98059",47.5303,-122.143,2990,10754 +"3083000940","20150412T000000",341000,2,1,1040,4000,"1",0,0,3,6,1040,0,1914,0,"98144",47.5753,-122.303,1740,4000 +"1670400090","20141124T000000",182000,3,1,1160,18055,"1",0,0,2,5,1160,0,1950,0,"98168",47.4772,-122.269,1340,10324 +"2781250610","20141202T000000",250000,3,2,1470,2781,"2",0,0,3,6,1470,0,2003,0,"98038",47.349,-122.024,1360,3008 +"3764500090","20140521T000000",655000,4,3.5,2350,13402,"2",0,3,3,8,1670,680,1994,0,"98033",47.6947,-122.19,2250,9474 +"7401000040","20140507T000000",405000,3,2.25,1660,8307,"1",0,0,4,8,1660,0,1961,0,"98133",47.7575,-122.352,2510,7800 +"4323700230","20140818T000000",390000,4,1.75,2020,9750,"1",0,0,3,7,1100,920,1975,0,"98074",47.6192,-122.055,1670,9600 +"3500100047","20141008T000000",275400,2,1,890,8180,"1",0,0,3,7,890,0,1947,0,"98155",47.737,-122.3,1130,8180 +"3885807362","20140604T000000",791000,3,2.25,2430,5500,"2",0,0,3,8,1810,620,1989,0,"98033",47.6812,-122.196,2040,5500 +"7199340650","20140508T000000",424500,3,1.75,1460,7700,"1",0,0,3,7,1460,0,1979,0,"98052",47.6981,-122.127,1720,7280 +"5014000120","20140617T000000",430000,3,1,980,7200,"1",0,0,4,7,980,0,1950,0,"98116",47.5718,-122.395,1180,6572 +"3758900037","20150505T000000",865000,4,2.5,2580,10631,"2",0,2,4,9,2580,0,1992,0,"98033",47.6993,-122.206,4220,10631 +"2724201202","20150304T000000",163000,2,2,1250,7543,"1",0,0,3,7,1250,0,1962,0,"98198",47.4051,-122.296,1250,7506 +"7855600730","20140908T000000",920000,4,2.75,3140,9085,"1",0,2,5,8,1570,1570,1961,0,"98006",47.5675,-122.16,2430,9350 +"7151700360","20141211T000000",1.02895e+006,5,3.25,2680,3011,"2",0,0,3,9,1870,810,1910,2014,"98122",47.6115,-122.287,3440,5165 +"3811300090","20140724T000000",325000,3,1.75,1810,8048,"1",0,0,4,7,1290,520,1983,0,"98055",47.4484,-122.194,1550,9081 +"0538000450","20140603T000000",315000,5,2.5,2090,4698,"2",0,0,3,7,2090,0,1998,0,"98038",47.3538,-122.025,2070,4698 +"6303400475","20140911T000000",227000,4,1,1120,8763,"1",0,0,3,6,1120,0,1971,0,"98146",47.508,-122.358,1120,8636 +"3388110230","20140729T000000",179000,4,1.75,1790,7175,"1.5",0,0,3,6,1410,380,1900,0,"98168",47.4963,-122.318,1790,8417 +"9834201215","20141009T000000",276000,2,1,870,2676,"1",0,0,3,7,820,50,2004,0,"98144",47.5702,-122.287,1500,1719 +"0844000375","20150303T000000",335000,4,1.5,3160,19745,"1.5",0,0,4,6,1840,1320,1968,0,"98010",47.3103,-122.006,1540,8611 +"3816700150","20141114T000000",430000,3,2,2350,12480,"1",0,0,3,7,1600,750,1981,0,"98028",47.7661,-122.262,2160,12000 +"7237301210","20141118T000000",266490,3,2.5,1810,4113,"2",0,0,3,7,1810,0,2004,0,"98042",47.3715,-122.126,1880,4465 +"0130000175","20140806T000000",655000,4,2.75,3160,8197,"1",0,0,3,8,1580,1580,1962,0,"98115",47.7004,-122.287,2050,8197 +"9468200175","20141114T000000",635500,3,2,1660,3600,"1",0,0,3,7,1000,660,1939,2006,"98103",47.6789,-122.351,1700,4356 +"8643200061","20140626T000000",235000,5,2.5,2500,9583,"1",0,0,3,7,1300,1200,1979,0,"98198",47.3946,-122.312,2120,19352 +"7805460760","20150427T000000",885000,3,2.5,2880,11443,"2",0,0,4,9,2880,0,1986,0,"98006",47.5633,-122.111,2840,12530 +"6713700155","20140818T000000",352500,3,1,1470,8400,"1",0,0,4,7,1470,0,1953,0,"98133",47.7628,-122.354,1470,8400 +"3236500220","20140709T000000",450000,3,2.5,1460,7573,"2",0,0,3,8,1460,0,1983,0,"98007",47.6012,-122.141,1910,7668 +"3625049042","20141011T000000",3.635e+006,5,6,5490,19897,"2",0,0,3,12,5490,0,2005,0,"98039",47.6165,-122.236,2910,17600 +"7935000450","20140919T000000",1.05e+006,3,2.25,2480,15022,"1",0,4,3,9,1330,1150,1967,2003,"98136",47.5497,-122.396,2500,8178 +"1324300018","20141121T000000",476000,2,2.25,1140,1332,"3",0,0,3,8,1140,0,1999,0,"98103",47.6543,-122.356,1140,1267 +"4123820450","20140507T000000",375000,3,2.5,1830,13042,"2",0,0,3,8,1830,0,1990,0,"98038",47.3738,-122.042,1940,6996 +"9325200120","20140909T000000",600600,4,3.5,3110,6829,"2",0,0,3,8,3110,0,2014,0,"98148",47.4349,-122.328,2910,7425 +"3918400097","20141117T000000",567000,4,1.75,2630,11213,"1",0,2,4,8,1430,1200,1948,0,"98177",47.7158,-122.366,2240,15186 +"8126300410","20140725T000000",650000,4,1.75,2390,12000,"1",0,0,3,8,1470,920,1979,0,"98052",47.7061,-122.163,2110,12000 +"7227800040","20140604T000000",190000,5,2,1750,10284,"1",0,0,4,5,1750,0,1943,0,"98056",47.5094,-122.182,1560,9010 +"1020069042","20141001T000000",858000,4,3.5,4370,422967,"1",0,2,4,10,2580,1790,1978,0,"98022",47.2332,-122.029,3260,422967 +"3213200245","20150115T000000",435500,1,1.75,1020,4512,"1",0,0,3,7,770,250,1937,0,"98115",47.6724,-122.266,1230,5029 +"0455000760","20150311T000000",685000,3,2,2500,6733,"1",0,0,3,8,1770,730,1979,0,"98107",47.6691,-122.36,1770,6343 +"0104510230","20141119T000000",252000,3,2,1540,7210,"2",0,0,4,7,1540,0,1984,0,"98023",47.3128,-122.351,1500,7210 +"4140090110","20140912T000000",512500,4,2.25,2200,6900,"2",0,0,4,8,2200,0,1975,0,"98028",47.7682,-122.261,2400,6900 +"6072500490","20140801T000000",423800,3,2.5,1940,7415,"2",0,0,3,8,1940,0,1965,0,"98006",47.542,-122.176,1940,8425 +"6705120100","20150504T000000",460000,3,2.25,1453,2225,"2",0,0,4,8,1453,0,1986,0,"98006",47.5429,-122.188,1860,2526 +"3764390100","20140722T000000",434000,3,2.75,1830,3200,"2",0,0,3,8,1830,0,1991,0,"98034",47.7155,-122.218,2030,3331 +"2988800011","20150414T000000",244000,3,1,2000,15900,"1",0,0,3,6,1000,1000,1948,0,"98178",47.4816,-122.233,1760,10500 +"1073100065","20150217T000000",348125,3,1,1400,8451,"1.5",0,0,3,7,1400,0,1953,0,"98133",47.7719,-122.337,1590,8433 +"1136100062","20140509T000000",585000,4,3.25,2400,29252,"2",0,0,4,8,2400,0,1982,0,"98072",47.743,-122.131,2280,45000 +"3356402020","20140508T000000",230000,3,1,1390,16000,"1",0,0,4,6,1390,0,1960,0,"98001",47.2898,-122.251,1420,10000 +"8039900180","20140805T000000",450000,3,2,1680,11250,"1",0,0,4,8,1680,0,1967,0,"98045",47.4861,-121.786,1760,12160 +"4174600391","20150323T000000",393000,5,2,1820,5054,"1",0,0,4,7,910,910,1970,0,"98108",47.5547,-122.299,1180,5628 +"6865200981","20141221T000000",517000,2,1,1140,3750,"1",0,0,4,7,1140,0,1925,0,"98103",47.6619,-122.343,1660,4000 +"1236900090","20140915T000000",400000,3,1,1060,12690,"1",0,0,3,7,1060,0,1969,0,"98033",47.6736,-122.167,1920,10200 +"0925069152","20150304T000000",890000,2,1.75,3050,50965,"2",0,0,3,10,3050,0,1991,0,"98053",47.6744,-122.05,3050,40107 +"9456200405","20150310T000000",205950,3,1,970,11963,"1",0,0,4,6,970,0,1970,0,"98198",47.3776,-122.315,1210,11963 +"2420069220","20141203T000000",209000,3,1,1320,3954,"1.5",0,0,3,6,1320,0,1912,2014,"98022",47.202,-121.994,1270,5184 +"6381501965","20140612T000000",430000,4,1.75,1890,6000,"1",0,0,4,6,1110,780,1947,0,"98125",47.7274,-122.305,1560,6356 +"9191201325","20150301T000000",534000,4,1.75,2040,2750,"1.5",0,0,4,6,1260,780,1926,0,"98105",47.6698,-122.3,1940,3750 +"9547202245","20140627T000000",735000,4,3,2370,3672,"1.5",0,0,5,7,1650,720,1916,0,"98115",47.678,-122.311,2140,4182 +"1924069115","20150224T000000",873000,3,2.25,2720,54450,"2",0,0,3,11,2720,0,1997,0,"98027",47.5473,-122.092,3170,60548 +"8121200970","20141118T000000",475000,4,2.25,1970,7532,"1",0,0,3,8,1390,580,1983,0,"98052",47.7219,-122.109,1970,8248 +"0323049176","20140530T000000",325000,3,1.75,2180,10230,"1",0,0,4,7,1090,1090,1961,0,"98118",47.5158,-122.281,2130,7200 +"0826079047","20140814T000000",500000,3,2.25,2990,216057,"2",0,0,3,9,2990,0,1994,0,"98019",47.754,-121.942,2840,215622 +"8078550610","20150120T000000",279000,4,2.75,2180,8475,"1",0,0,4,7,1330,850,1987,0,"98031",47.4045,-122.174,1500,7140 +"3904930530","20150414T000000",350000,3,2,1440,5469,"1",0,0,3,8,1440,0,1988,0,"98029",47.5753,-122.017,1980,6198 +"7504020970","20150421T000000",660000,4,2.25,3180,13653,"2",0,0,3,9,3180,0,1978,0,"98074",47.6316,-122.05,2910,12350 +"8642600090","20150218T000000",324950,2,1.5,1643,14616,"1",0,1,4,7,1643,0,1954,0,"98198",47.3973,-122.312,2270,9940 +"2239000011","20150127T000000",500000,4,2,1530,7816,"1",0,0,3,7,1530,0,1955,0,"98133",47.7309,-122.332,1480,7816 +"9382200121","20140718T000000",187300,2,1,1310,7697,"1",0,0,3,6,850,460,1950,0,"98146",47.4982,-122.348,1270,6410 +"7942601475","20140520T000000",345600,5,3.5,2800,5120,"2.5",0,0,3,9,2800,0,1903,2005,"98122",47.6059,-122.31,1780,5120 +"7375300100","20141124T000000",400000,3,1.5,1510,7642,"1",0,0,3,7,1510,0,1959,0,"98008",47.5978,-122.116,2180,8357 +"7974200457","20150122T000000",935000,5,3,2700,5001,"2",0,0,3,10,2700,0,2009,0,"98115",47.6811,-122.288,1610,5191 +"0923059206","20140715T000000",374000,4,1.75,2220,15600,"1",0,0,5,7,1140,1080,1963,0,"98056",47.492,-122.166,1670,4800 +"0782700150","20140609T000000",328000,3,1.75,1440,45302,"2",0,0,3,7,1440,0,1977,0,"98019",47.7078,-121.915,2080,49658 +"2144800146","20140826T000000",257500,3,2,1300,9334,"1",0,0,5,7,1300,0,1981,0,"98178",47.4865,-122.238,2210,9636 +"1337800220","20140908T000000",1.003e+006,4,2.5,2230,3600,"2",0,0,5,8,1630,600,1906,0,"98112",47.6304,-122.309,2410,4800 +"3530410081","20140626T000000",216500,2,1.75,1390,4482,"1",0,0,4,8,1390,0,1980,0,"98198",47.3785,-122.32,1390,4680 +"1525059198","20140521T000000",1.185e+006,3,2.25,2760,40946,"2",0,0,5,10,2760,0,1978,0,"98005",47.6501,-122.164,3030,42253 +"8665000040","20140730T000000",360000,4,2.5,3200,7282,"2",0,0,3,9,3200,0,2007,0,"98188",47.4318,-122.286,3030,7290 +"5016001619","20150122T000000",699999,3,0.75,1240,4000,"1",0,0,4,7,1240,0,1968,0,"98112",47.6239,-122.297,1460,4000 +"0826069184","20141002T000000",535000,3,2.5,1960,47044,"2",0,0,4,8,1960,0,1978,0,"98077",47.7573,-122.07,2020,29004 +"0123039147","20150319T000000",464950,3,2,2190,19800,"1",0,0,3,7,2190,0,1994,0,"98146",47.5106,-122.365,1640,9719 +"8089510150","20141202T000000",925000,4,2.5,3540,18168,"2",0,0,3,10,3540,0,1996,0,"98006",47.5441,-122.131,4130,11180 +"8818400450","20140508T000000",930000,3,3.25,2640,4080,"2",0,0,3,9,1840,800,1912,2000,"98105",47.6636,-122.326,1990,4080 +"6324000115","20140922T000000",727500,3,2,2660,5000,"1.5",0,3,3,8,1940,720,1910,0,"98116",47.5829,-122.382,2270,5000 +"1133000694","20150312T000000",325000,4,1.75,1670,9500,"1",0,0,3,7,1670,0,1976,0,"98125",47.7254,-122.31,1620,9500 +"4441300325","20140905T000000",695000,3,3.25,3080,12100,"2",0,0,3,8,2080,1000,1984,0,"98117",47.695,-122.399,2100,6581 +"3288301010","20140625T000000",585000,4,2.75,2890,6825,"1",0,0,3,8,1560,1330,1973,0,"98034",47.734,-122.182,1900,10120 +"8125200481","20140926T000000",319000,3,2.25,1800,9597,"1",0,2,3,7,1200,600,1963,0,"98188",47.4516,-122.267,1700,13502 +"8857600540","20150106T000000",265000,6,2.5,2000,7650,"1.5",0,0,4,7,1790,210,1960,0,"98032",47.3841,-122.288,1710,7650 +"1901600090","20140626T000000",359000,5,1.75,1940,6654,"1.5",0,0,4,7,1940,0,1953,0,"98166",47.4663,-122.359,2300,9500 +"1901600090","20150426T000000",390000,5,1.75,1940,6654,"1.5",0,0,4,7,1940,0,1953,0,"98166",47.4663,-122.359,2300,9500 +"9144300120","20150128T000000",374500,3,1,960,9531,"1",0,0,5,7,960,0,1969,0,"98072",47.7619,-122.162,1670,9250 +"3401700031","20140822T000000",661000,2,1.5,1750,46173,"2",0,0,4,8,1750,0,1964,0,"98072",47.7397,-122.126,2220,42224 +"5332200375","20141203T000000",900000,3,2.5,2320,5000,"2",0,0,3,8,1620,700,1907,1993,"98112",47.6278,-122.292,2160,5000 +"8582400015","20150413T000000",600000,5,2.5,2380,8204,"1",0,0,3,8,1540,840,1957,0,"98115",47.7,-122.287,2270,8204 +"4131900042","20140516T000000",2e+006,5,4.25,6490,10862,"2",0,3,4,11,3940,2550,1991,0,"98040",47.5728,-122.205,3290,14080 +"3964400120","20150508T000000",512500,4,1.75,1620,4240,"1.5",0,0,5,7,1620,0,1916,0,"98144",47.5746,-122.311,1450,4240 +"2212600040","20140604T000000",229500,3,1.75,1770,33224,"1",0,0,4,8,1770,0,1968,0,"98092",47.3377,-122.194,1690,22069 +"8562750300","20140731T000000",589000,3,2.5,2320,5663,"2",0,0,3,8,2320,0,2003,0,"98027",47.539,-122.07,2500,4500 +"2705600067","20150323T000000",539950,3,2.5,1330,2183,"3",0,0,3,8,1330,0,2014,0,"98117",47.6987,-122.365,1310,5000 +"3023049143","20141020T000000",640000,4,2.5,3420,21344,"2",0,0,3,9,3420,0,2002,0,"98166",47.45,-122.334,2110,21344 +"8944300110","20150108T000000",218250,3,1,1270,7344,"1",0,0,3,7,970,300,1967,0,"98023",47.305,-122.371,1290,7300 +"7277100395","20150225T000000",675000,4,3.5,2550,3600,"2",0,2,3,8,1880,670,1997,0,"98177",47.7709,-122.39,2090,6000 +"9407001830","20140717T000000",338000,5,2,1860,9000,"2",0,0,3,7,1860,0,1980,0,"98045",47.4484,-121.772,1390,9752 +"4406000620","20150331T000000",231750,3,1,1020,7615,"1",0,0,3,7,1020,0,1981,0,"98058",47.4292,-122.152,1470,9515 +"2414600366","20141114T000000",199900,1,1,720,7140,"1",0,0,3,6,720,0,1930,0,"98146",47.5119,-122.339,1140,7577 +"0098000870","20141001T000000",1.059e+006,4,3.5,4460,16271,"2",0,2,3,11,4460,0,2001,0,"98075",47.5862,-121.97,4540,17122 +"9211500230","20141002T000000",263000,4,2.75,1830,7315,"1",0,0,5,7,1250,580,1979,0,"98023",47.2989,-122.38,1730,7208 +"3600600065","20140820T000000",279950,3,1.5,1520,7200,"1",0,0,4,7,1160,360,1990,0,"98198",47.3855,-122.302,1460,7200 +"7177300090","20140520T000000",395000,3,1.5,1080,2940,"1.5",0,0,4,7,1080,0,1920,0,"98115",47.6832,-122.304,1400,4930 +"6664900410","20140626T000000",252500,3,2,1900,8002,"1",0,0,3,7,1900,0,1991,0,"98023",47.2909,-122.352,1900,6086 +"1853000530","20150312T000000",1.15e+006,4,3.75,5300,37034,"2",0,0,3,11,5300,0,1989,0,"98077",47.7283,-122.076,3730,37034 +"3751604653","20140826T000000",205000,3,1,1370,10708,"1",0,0,3,7,1370,0,1969,0,"98001",47.2769,-122.264,1770,14482 +"8563001130","20140828T000000",654000,5,2.5,2960,8968,"1",0,0,4,8,1640,1320,1965,0,"98008",47.6233,-122.102,1890,9077 +"1324079029","20150317T000000",200000,3,1,960,213008,"1",0,0,2,6,960,0,1933,0,"98024",47.5621,-121.862,1520,57499 +"1236300214","20140722T000000",700000,3,2.5,2190,7982,"2",0,0,3,8,2190,0,2004,0,"98033",47.6869,-122.187,2090,8888 +"2525049086","20141003T000000",2.72e+006,4,3.25,3990,18115,"2",0,0,4,11,3990,0,1989,0,"98039",47.6177,-122.229,3450,16087 +"8822900115","20141209T000000",306000,2,1.75,1200,2622,"1",0,0,5,7,800,400,1956,0,"98125",47.7175,-122.292,1310,1926 +"3832080610","20150406T000000",270000,3,2.5,1780,5015,"2",0,0,3,7,1780,0,2010,0,"98042",47.3352,-122.052,2010,5250 +"1657300450","20141029T000000",340000,3,2.25,2630,9916,"2",0,0,4,9,2630,0,1988,0,"98092",47.3314,-122.202,2470,10810 +"1151100035","20140611T000000",450000,4,2.5,2300,19250,"1",0,0,4,7,2300,0,1955,0,"98045",47.4793,-121.776,1460,19250 +"3876311490","20140724T000000",580000,4,2.75,3210,6825,"1",0,0,5,7,1810,1400,1975,0,"98034",47.7338,-122.169,1840,8000 +"9297300590","20141103T000000",435000,4,1.75,2290,4400,"1",0,3,3,7,1290,1000,1959,0,"98126",47.5698,-122.375,1820,4000 +"3260350100","20140818T000000",690000,4,2.5,2780,4688,"2",0,0,3,9,2780,0,2003,0,"98059",47.5225,-122.156,3000,6029 +"3886902615","20140617T000000",720000,4,2.5,2650,11520,"2",0,0,3,8,2110,540,1988,0,"98033",47.683,-122.187,2000,7680 +"2193300620","20150217T000000",403000,3,2.25,1840,13020,"1",0,0,3,8,1390,450,1980,0,"98052",47.6923,-122.095,2210,13020 +"7016100120","20140612T000000",440000,3,2.75,1560,7392,"1",0,0,5,7,1030,530,1972,0,"98011",47.7382,-122.182,1870,7520 +"8857600220","20141023T000000",178500,3,1,1200,8470,"1",0,0,5,7,1200,0,1961,0,"98032",47.3864,-122.287,1200,7952 +"1645000580","20141002T000000",270000,4,2.5,1900,8282,"1",0,0,3,7,1900,0,1968,1997,"98022",47.2089,-122.003,1420,8350 +"4337600205","20141112T000000",129888,2,1,710,9900,"1",0,0,3,6,710,0,1943,0,"98166",47.479,-122.339,1070,9900 +"1545805730","20150218T000000",260000,3,1.75,1360,15210,"1",0,0,3,7,1360,0,1987,0,"98038",47.3657,-122.047,1610,7800 +"8650100120","20140829T000000",339950,5,2.5,2990,7292,"2",0,0,4,8,2990,0,1990,0,"98042",47.3604,-122.091,2150,8190 +"4047200820","20140822T000000",250000,3,1,1640,26127,"2",0,0,3,6,1640,0,1975,0,"98019",47.7656,-121.905,1620,25788 +"1822059156","20150114T000000",680000,3,3.5,3650,103672,"1",0,0,3,10,2050,1600,2011,0,"98031",47.4002,-122.217,2550,16140 +"8812401450","20141229T000000",660000,10,3,2920,3745,"2",0,0,4,7,1860,1060,1913,0,"98105",47.6635,-122.32,1810,3745 +"1854750090","20140716T000000",1.225e+006,3,3.5,3680,11491,"2",0,2,3,11,3680,0,1999,0,"98007",47.5647,-122.128,3710,10030 +"6071200455","20140523T000000",550000,3,2,1830,9152,"1",0,0,5,8,1830,0,1959,0,"98006",47.5531,-122.181,1770,9220 +"6790200110","20150102T000000",675000,5,2.75,2570,12906,"2",0,0,3,8,2570,0,1987,0,"98075",47.5814,-122.05,2580,12927 +"6710100131","20150410T000000",981000,3,3.25,2730,9588,"2",0,1,3,10,1900,830,1984,0,"98052",47.6339,-122.09,2730,12736 +"8856004415","20150325T000000",168000,3,1,1150,8000,"1.5",0,0,4,6,1150,0,1913,1957,"98001",47.2749,-122.252,1170,9600 +"3276940100","20140522T000000",1e+006,4,3,4260,18687,"2",0,0,3,11,4260,0,1996,0,"98075",47.5874,-121.982,3490,16772 +"9407100300","20150401T000000",320000,3,1,1260,9600,"1",0,0,3,7,1260,0,1970,1995,"98045",47.4444,-121.762,1530,9790 +"1224049095","20150204T000000",959000,6,3.25,4440,17424,"1",0,1,4,9,2220,2220,1959,0,"98040",47.5791,-122.23,2660,10768 +"7899800586","20150409T000000",372000,4,1,2300,7680,"1",0,0,3,7,1270,1030,1959,0,"98106",47.524,-122.359,1840,5120 +"2607730110","20140707T000000",391500,3,2.5,1920,9625,"2",0,0,3,8,1920,0,1993,0,"98045",47.4876,-121.8,1920,10343 +"1781500180","20150327T000000",390000,2,1,1080,4725,"1.5",0,0,3,7,1080,0,1944,0,"98126",47.5275,-122.381,1520,4961 +"2341800195","20141106T000000",302000,2,1,890,5000,"1",0,0,4,6,890,0,1947,0,"98118",47.5526,-122.287,1160,5000 +"0052000067","20141103T000000",495000,3,3.5,1650,1577,"2",0,0,3,7,1100,550,2012,0,"98109",47.6302,-122.344,1580,1280 +"1972202023","20140904T000000",504500,3,2.5,1820,1545,"3",0,2,3,8,1640,180,1998,0,"98103",47.6523,-122.346,1440,1290 +"2919700540","20150318T000000",555000,4,1.75,2320,4800,"1.5",0,0,3,7,2170,150,1918,0,"98117",47.6893,-122.365,1390,4800 +"6613000375","20150317T000000",1.55e+006,4,3.5,3260,5000,"2",0,0,5,9,2630,630,1937,0,"98105",47.6598,-122.273,2600,5000 +"2391600735","20140909T000000",550000,3,1.5,1730,5750,"1",0,0,3,7,1250,480,1947,0,"98116",47.5645,-122.397,1370,5750 +"1337300145","20140721T000000",1.8e+006,4,2.5,3320,8325,"2.5",0,0,5,10,3320,0,1905,0,"98112",47.6263,-122.314,3680,6050 +"9164100035","20150429T000000",655000,1,1,1660,5422,"1",0,0,4,7,830,830,1908,0,"98117",47.6821,-122.388,1100,5356 +"0821069025","20150213T000000",685000,3,2.5,3290,90796,"2",0,0,4,10,3290,0,1992,0,"98042",47.3154,-122.079,2700,55023 +"1566100555","20150501T000000",721000,4,2,2280,8339,"1",0,0,4,7,1220,1060,1954,0,"98115",47.6986,-122.297,1970,8340 +"2397100705","20140714T000000",1.51863e+006,4,4.25,3650,5328,"1.5",0,0,3,9,2330,1320,1907,2014,"98119",47.638,-122.362,1710,3600 +"0822069066","20150223T000000",365000,4,2.5,1620,219542,"2",0,0,3,7,1620,0,1980,0,"98038",47.4014,-122.069,2240,217800 +"3834000820","20140613T000000",458000,3,2,2020,8555,"1",0,0,4,7,1220,800,1957,0,"98125",47.7278,-122.287,1600,8148 +"1432700880","20150409T000000",280000,2,1,1150,12861,"1",0,0,3,6,1150,0,1959,0,"98058",47.4493,-122.171,1170,7574 +"3658700395","20150409T000000",628000,4,1.75,1940,3060,"1",0,0,4,7,1000,940,1911,0,"98115",47.6786,-122.317,1320,3060 +"1564000410","20150218T000000",781500,4,2.5,3440,6332,"2",0,0,3,10,3440,0,2001,0,"98059",47.5347,-122.155,3310,6528 +"0984100450","20140624T000000",295000,3,1.75,2000,7560,"1",0,0,4,7,1300,700,1968,0,"98058",47.4346,-122.171,1900,8301 +"4449800063","20150403T000000",435000,2,1,750,2786,"1",0,0,5,7,750,0,1947,0,"98117",47.6892,-122.393,1700,4653 +"7694600201","20150322T000000",300000,3,1.75,1420,7200,"1",0,0,3,7,1000,420,1979,0,"98146",47.5069,-122.367,1550,8640 +"0844001145","20150326T000000",208500,2,1,880,4814,"1",0,0,4,5,880,0,1906,0,"98010",47.3107,-121.999,1010,6160 +"8682281960","20140603T000000",930000,2,2.5,2680,11214,"1",0,0,3,9,2680,0,2006,0,"98053",47.7078,-122.019,2305,6908 +"1604600790","20150211T000000",316000,2,2,860,3000,"1",0,0,3,6,860,0,1906,0,"98118",47.5633,-122.288,1290,3500 +"1796380330","20140623T000000",249900,3,2,1310,6738,"1",0,0,4,7,1310,0,1990,0,"98042",47.3694,-122.083,1290,8067 +"3416600490","20140731T000000",675000,3,2.25,1780,4252,"2",0,0,4,8,1540,240,1989,0,"98144",47.6004,-122.292,2220,4000 +"3904901520","20141030T000000",447000,3,2.25,1440,4667,"2",0,0,3,7,1440,0,1985,0,"98029",47.5662,-122.017,1610,4756 +"1556200155","20150417T000000",675000,3,2,1510,3817,"1.5",0,0,3,8,1510,0,1905,1994,"98122",47.6088,-122.294,1510,3817 +"0567000401","20150421T000000",546000,4,2.5,2100,1397,"3",0,0,3,8,1580,520,2008,0,"98144",47.5928,-122.295,1490,1201 +"6450300673","20141231T000000",310000,3,2,1310,1361,"3",0,0,3,7,1310,0,2003,0,"98133",47.7337,-122.343,1370,1608 +"4440400155","20150106T000000",190000,3,1,1280,5100,"1",0,0,3,7,880,400,1961,0,"98178",47.5035,-122.259,1360,6120 +"2450000165","20140618T000000",650000,3,1.5,1320,8114,"1",0,0,3,8,1320,0,1951,0,"98004",47.5827,-122.195,2110,8114 +"9828701605","20141002T000000",585000,3,2.5,1740,2350,"2",0,0,3,8,1130,610,1995,0,"98112",47.6207,-122.297,1740,3201 +"0856000985","20141106T000000",1.4308e+006,4,2.5,2910,7364,"2",0,0,3,10,2910,0,2003,0,"98033",47.6906,-122.213,2480,8400 +"7504100360","20150112T000000",565000,4,2.5,2500,12090,"1",0,0,3,9,2500,0,1983,0,"98074",47.6346,-122.045,3380,12760 +"7883606725","20141111T000000",174900,3,1,1100,6000,"1.5",0,0,2,6,1100,0,1926,0,"98108",47.5279,-122.318,960,5880 +"2926049564","20140924T000000",360000,3,2.25,1381,1180,"3",0,0,3,8,1381,0,2007,0,"98125",47.711,-122.32,1381,1180 +"7418700040","20150429T000000",234000,3,1,960,9624,"1",0,0,3,7,960,0,1953,0,"98155",47.7758,-122.301,1540,9624 +"3756900027","20141125T000000",575000,8,3,3840,15990,"1",0,0,3,7,2530,1310,1961,0,"98034",47.7111,-122.211,1380,8172 +"7237300610","20150303T000000",315000,3,2.5,2200,5954,"2",0,0,3,7,2200,0,2004,0,"98042",47.3709,-122.125,2200,5046 +"1312900180","20150325T000000",225000,3,1,1250,7820,"1",0,0,3,7,1250,0,1967,0,"98001",47.3397,-122.291,1300,7920 +"3824100211","20140626T000000",370000,3,1.5,2380,14500,"1",0,0,4,7,1850,530,1961,0,"98028",47.7714,-122.256,1830,13600 +"0455000395","20140523T000000",606000,3,1,1500,3920,"1",0,0,3,7,1000,500,1947,0,"98107",47.6718,-122.359,1640,4017 +"2472950120","20140603T000000",272500,3,2,1410,7622,"1",0,0,4,7,1410,0,1983,0,"98058",47.4273,-122.147,1830,8330 +"7977201709","20150323T000000",475000,3,1.75,1680,3420,"1",0,0,3,7,960,720,1992,0,"98115",47.6855,-122.291,1680,4080 +"5095400040","20140605T000000",270000,3,1,1500,13500,"1",0,0,4,7,1500,0,1968,0,"98059",47.4666,-122.072,1350,13680 +"2324039152","20140818T000000",624000,4,1.75,2710,9216,"1",0,0,3,8,1440,1270,1961,0,"98126",47.5523,-122.379,1960,6350 +"1442300035","20140702T000000",355000,3,1.75,1730,7416,"1.5",0,0,3,7,1730,0,1954,0,"98133",47.76,-122.349,1390,6490 +"6145601725","20141104T000000",345000,3,1,960,3844,"1",0,0,3,7,960,0,1972,0,"98133",47.7027,-122.346,1020,3844 +"7137950210","20141120T000000",342000,4,2.5,2380,7792,"2",0,0,3,8,2380,0,1993,0,"98092",47.3273,-122.173,2260,7378 +"2720069019","20141103T000000",316000,3,1.75,1120,98445,"1.5",0,2,4,7,1120,0,1917,0,"98022",47.1853,-122.017,1620,34200 +"1560920040","20140731T000000",539950,4,2.5,2960,37430,"2",0,0,3,9,2960,0,1990,0,"98038",47.3988,-122.023,2800,36384 +"7812801785","20150218T000000",221347,3,2,1580,6655,"1",0,0,3,6,790,790,1944,0,"98178",47.4927,-122.248,1090,6655 +"8860500300","20140718T000000",330000,3,2.5,1870,4657,"2",0,0,3,8,1870,0,2000,0,"98055",47.4615,-122.214,2290,4795 +"6142100090","20140718T000000",279000,4,2.5,1810,13000,"1",0,0,4,8,1470,340,1977,0,"98022",47.2202,-121.993,1850,13000 +"4083302225","20141014T000000",850000,4,3,2550,3784,"1.5",0,0,4,8,1750,800,1900,0,"98103",47.6559,-122.338,2100,4560 +"2591700037","20150212T000000",746000,3,1.75,1910,12321,"1",0,0,4,7,1100,810,1952,0,"98004",47.5995,-122.198,1910,11761 +"5458300580","20141001T000000",478000,2,2,1200,1867,"1",0,0,3,7,600,600,1924,1998,"98109",47.627,-122.345,1790,2221 +"3362400650","20150116T000000",820000,4,2.75,2420,4635,"1.5",0,0,5,7,2420,0,1905,0,"98103",47.682,-122.347,1590,3150 +"5553300375","20140820T000000",2.16e+006,3,3.5,3080,6495,"2",0,3,3,11,2530,550,1996,2006,"98199",47.6321,-122.393,4120,8620 +"2024059111","20141023T000000",820000,3,3,3850,38830,"2",0,1,3,10,3850,0,2000,0,"98006",47.5535,-122.191,2970,14050 +"6649900090","20150418T000000",887000,3,2,3000,22040,"2",0,2,4,8,2470,530,1942,0,"98177",47.7745,-122.368,2600,7947 +"3356403400","20140724T000000",159000,3,1,1360,20000,"1",0,0,4,7,1360,0,1953,0,"98001",47.2861,-122.253,1530,9997 +"2771604190","20140617T000000",824000,7,4.25,3670,4000,"2",0,1,3,8,2800,870,1964,0,"98199",47.6375,-122.388,2010,4000 +"6638900265","20140925T000000",812000,4,2.5,2270,5000,"2",0,0,3,9,2270,0,2014,0,"98117",47.6916,-122.37,1210,5000 +"8731960540","20141215T000000",242000,4,2.5,1750,11400,"2",0,0,4,7,1750,0,1975,0,"98023",47.3149,-122.386,1890,9024 +"7853301400","20140520T000000",625000,4,2.5,3550,8048,"2",0,0,3,9,3550,0,2007,0,"98065",47.5422,-121.888,3920,7871 +"0123039176","20141212T000000",399888,4,1,2370,30200,"1.5",0,0,4,7,1570,800,1948,0,"98146",47.5108,-122.366,1640,9719 +"4178500150","20140922T000000",289000,3,2.25,1670,6600,"2",0,0,4,7,1670,0,1990,0,"98042",47.3604,-122.089,1670,6801 +"7702600930","20140804T000000",400000,3,2,1860,12944,"1",0,0,3,9,1860,0,2002,0,"98058",47.4298,-122.102,2500,29279 +"3892500150","20140521T000000",1.55e+006,3,2.5,4460,26027,"2",0,0,3,12,4460,0,1992,0,"98033",47.6573,-122.173,3770,26027 +"6021500970","20140528T000000",345000,2,1,1080,4000,"1",0,0,3,7,1080,0,1940,0,"98117",47.6902,-122.387,1530,4240 +"6021500970","20150407T000000",874950,2,1,1080,4000,"1",0,0,3,7,1080,0,1940,0,"98117",47.6902,-122.387,1530,4240 +"9136100056","20140528T000000",875000,3,2.75,2280,4280,"1",0,0,5,7,1280,1000,1917,0,"98103",47.6685,-122.335,1650,4280 +"0205000120","20150310T000000",628990,4,2.5,2540,32647,"2",0,0,3,9,2540,0,1996,0,"98053",47.6324,-121.988,2740,32647 +"3019300090","20140723T000000",535000,2,3.5,2560,5000,"1",0,0,4,6,1280,1280,1944,0,"98107",47.6681,-122.368,1390,4000 +"5492200090","20141007T000000",770126,4,2.75,2390,9300,"1",0,0,3,8,1430,960,1979,0,"98004",47.6035,-122.206,1910,9348 +"1777600900","20140710T000000",710000,4,2.5,2870,8995,"1",0,0,5,8,1870,1000,1968,0,"98006",47.5678,-122.128,2670,9672 +"9297301050","20140618T000000",465000,3,1.75,1510,4800,"1",0,2,3,7,860,650,1925,2011,"98126",47.5667,-122.372,1510,4800 +"5745600040","20140814T000000",359000,3,1.75,2200,11520,"1",0,0,4,7,2200,0,1952,0,"98133",47.7659,-122.341,1690,8038 +"2114700090","20150301T000000",151000,2,0.75,720,5040,"1",0,0,3,4,720,0,1949,0,"98106",47.5323,-122.347,1290,4120 +"2597530650","20140815T000000",820000,3,2.5,2970,9600,"2",0,0,3,9,2970,0,1994,0,"98006",47.5422,-122.132,2970,9707 +"1099600620","20150326T000000",160000,3,1.5,960,6497,"1",0,0,4,7,960,0,1970,0,"98023",47.3018,-122.378,1160,7080 +"3693901720","20140701T000000",535000,4,1.75,1420,5000,"1.5",0,0,4,7,1420,0,1945,0,"98117",47.6771,-122.397,1490,5000 +"7417100123","20150423T000000",365000,3,2.25,1800,9010,"1",0,0,3,7,1300,500,1975,0,"98155",47.7722,-122.312,1950,10240 +"8691410730","20150220T000000",708000,4,2.5,3090,5600,"2",0,0,3,9,3090,0,2005,0,"98075",47.597,-121.979,3080,5788 +"3832300090","20140709T000000",215000,3,1,1200,7280,"1",0,0,4,7,1200,0,1967,0,"98032",47.3724,-122.277,1200,8400 +"2525049113","20140725T000000",1.95e+006,4,3.5,4065,18713,"2",0,0,4,10,4065,0,1987,0,"98039",47.6209,-122.237,3070,18713 +"1523059103","20140926T000000",390000,4,2.5,2570,22215,"2",0,0,5,7,2570,0,1958,0,"98059",47.4833,-122.157,2460,6533 +"3187600100","20140513T000000",570000,3,2,1530,5401,"1",0,0,4,7,1530,0,1937,0,"98115",47.686,-122.304,1640,5467 +"1628700107","20140625T000000",383000,3,1.75,1500,13430,"1",0,0,3,7,1500,0,1977,0,"98072",47.7527,-122.082,1500,13430 +"1152700120","20150409T000000",370000,4,3,2490,5706,"2",0,0,3,9,2490,0,2005,0,"98042",47.3509,-122.165,2650,5880 +"0808300180","20150211T000000",454000,4,2.5,3040,12522,"2",0,0,3,7,3040,0,2000,0,"98019",47.7247,-121.959,2490,9742 +"3585300194","20150324T000000",1.4e+006,5,3.25,4140,32700,"1",0,4,3,10,2190,1950,1973,0,"98177",47.7633,-122.369,3220,22077 +"3342700610","20140728T000000",371000,4,1.75,1690,10854,"1",0,0,3,7,1690,0,1977,0,"98056",47.5241,-122.199,2390,7000 +"7376300085","20150505T000000",530000,3,1.75,1430,10350,"1",0,0,3,7,1430,0,1959,0,"98008",47.6353,-122.123,1890,10350 +"6204000040","20140610T000000",608000,4,2.75,2490,9714,"1",0,0,4,8,1400,1090,1983,0,"98011",47.7496,-122.201,2060,15300 +"3992700475","20141111T000000",450000,3,1.75,1350,7200,"1",0,0,5,7,1350,0,1954,0,"98125",47.713,-122.284,1100,7200 +"9510920120","20140730T000000",780000,4,2.5,3140,14421,"2",0,0,3,10,3140,0,1994,0,"98075",47.5943,-122.018,3140,17417 +"9485920120","20140829T000000",290000,4,2.5,2340,52272,"2",0,0,2,8,2340,0,1978,0,"98042",47.3468,-122.091,2480,40500 +"1685200110","20140916T000000",225000,3,1.75,1610,14182,"1",0,0,4,7,1100,510,1978,0,"98092",47.3174,-122.18,1510,8400 +"7574910650","20140911T000000",805000,4,2.5,3320,38032,"2",0,0,4,10,3320,0,1991,0,"98077",47.7478,-122.036,3270,37804 +"4178600040","20150407T000000",660000,3,2.5,2390,15669,"2",0,0,3,9,2390,0,1991,0,"98011",47.7446,-122.193,2640,12500 +"3793700210","20140613T000000",299000,3,1.75,1180,13927,"1",0,0,5,7,1180,0,1962,0,"98059",47.4818,-122.094,1400,13173 +"1972200325","20140919T000000",530000,2,2.25,1260,1312,"3",0,0,3,8,1260,0,2007,0,"98103",47.6538,-122.356,1300,1312 +"7010701383","20141017T000000",680000,3,2.5,1800,4400,"1",0,0,5,7,1350,450,1970,0,"98199",47.6599,-122.396,1920,4400 +"3353401340","20150216T000000",199900,4,1.75,1790,12000,"1",0,0,5,6,1790,0,1944,0,"98001",47.2664,-122.256,1550,9840 +"3352401037","20150108T000000",224000,3,1.75,1760,6300,"1",0,0,3,7,1060,700,1963,0,"98178",47.5003,-122.26,1340,7300 +"8802400906","20140829T000000",244000,3,1.75,1540,8885,"1",0,0,4,7,1440,100,1980,0,"98031",47.4031,-122.201,1540,12734 +"4443800940","20150408T000000",485000,4,1.75,1260,3880,"1",0,0,5,7,860,400,1918,0,"98117",47.687,-122.391,1000,3880 +"2215450100","20150112T000000",330000,4,2.5,2240,7589,"2",0,0,3,8,2240,0,1994,0,"98030",47.3824,-122.207,2250,7300 +"8900000100","20141231T000000",509000,4,2,1630,1724,"1.5",0,0,3,6,1030,600,1915,1970,"98119",47.6472,-122.362,1780,3810 +"8079010220","20141117T000000",440000,4,2.5,2350,7203,"2",0,0,3,8,2350,0,1989,0,"98059",47.5123,-122.151,2260,7274 +"8078050120","20141210T000000",244000,3,2,1350,8587,"1",0,0,3,7,1350,0,1998,0,"98022",47.2073,-122.012,1350,8587 +"1773101215","20140717T000000",399700,4,1.75,1320,4800,"1",0,0,4,7,870,450,1930,0,"98106",47.5534,-122.365,940,4800 +"2768100205","20140625T000000",519000,4,2.5,1950,2617,"1.5",0,0,4,7,1250,700,1910,0,"98107",47.6696,-122.372,1520,1438 +"5537200043","20140508T000000",211000,4,1,2100,9200,"1",0,0,3,7,1050,1050,1959,0,"98168",47.476,-122.292,1540,10033 +"0868000905","20140708T000000",950000,3,2.5,3480,7800,"1",0,0,4,7,1750,1730,1941,1998,"98177",47.7047,-122.378,3010,9918 +"8635760490","20140902T000000",410000,3,2.5,1830,2839,"2",0,0,3,8,1830,0,1999,0,"98074",47.6022,-122.021,1830,3011 +"3052700245","20150325T000000",750000,4,2,2640,5000,"2",0,0,3,7,2040,600,1949,0,"98117",47.678,-122.375,1330,5000 +"9320901250","20140910T000000",133400,3,1,900,2550,"1",0,0,4,6,900,0,1978,0,"98023",47.3036,-122.363,1120,2550 +"2420069042","20150424T000000",240000,3,2,1553,6550,"1",0,0,3,7,1553,0,1900,2001,"98022",47.2056,-121.994,1010,10546 +"6870300090","20140604T000000",539000,3,2.5,1710,2300,"2",0,0,3,8,1570,140,2005,0,"98052",47.6743,-122.142,2120,2856 +"1223089066","20140814T000000",688000,4,3,3400,292723,"2",0,0,3,10,3400,0,1998,0,"98045",47.4883,-121.725,1760,69696 +"7974200937","20140513T000000",465000,3,1.5,1270,5112,"1",0,0,3,7,1270,0,1950,0,"98115",47.676,-122.288,1580,5080 +"2998300146","20140617T000000",936000,3,1.75,2960,12420,"1",0,2,4,8,1480,1480,1952,0,"98116",47.5739,-122.406,2700,9106 +"7202290650","20141230T000000",620000,4,2.5,3040,9606,"2",0,0,3,7,3040,0,2003,0,"98053",47.6884,-122.044,1690,3849 +"1326039061","20141020T000000",429950,3,1.75,1430,9750,"1",0,0,5,7,1430,0,1962,0,"98133",47.7441,-122.357,1630,9282 +"4142450330","20140707T000000",296475,3,2.5,1520,4170,"2",0,0,3,7,1520,0,2004,0,"98038",47.3842,-122.04,1560,4237 +"6139100076","20150427T000000",330000,4,2,1820,9450,"1",0,0,3,7,1100,720,1962,0,"98155",47.7607,-122.329,1540,9450 +"8126300360","20140730T000000",445000,3,2.25,1800,11200,"1",0,0,3,8,1270,530,1979,0,"98052",47.7072,-122.164,1940,11250 +"1231000645","20140801T000000",846000,4,3.25,2720,4000,"2",0,1,3,10,2070,650,2014,0,"98118",47.5554,-122.267,1450,4000 +"8149600265","20150514T000000",725000,4,1.75,1980,5850,"1",0,1,4,8,1380,600,1960,0,"98116",47.5607,-122.391,1810,5850 +"9264950410","20150504T000000",369000,4,2.5,2550,7349,"2",0,0,3,9,2550,0,1989,0,"98023",47.3059,-122.349,2400,8508 +"9541800065","20140609T000000",625000,3,1.75,2210,16200,"1",0,0,3,8,1390,820,1958,0,"98005",47.5924,-122.175,2050,16200 +"7202330790","20140618T000000",535000,3,2,2120,4080,"2",0,0,3,7,2120,0,2003,0,"98053",47.682,-122.037,2280,4080 +"7335400065","20141218T000000",229950,4,1.5,1570,6717,"1",0,0,5,6,1570,0,1911,0,"98002",47.307,-122.217,1140,6716 +"1313500090","20150423T000000",229999,3,1.75,1310,6960,"1",0,0,4,7,1310,0,1974,0,"98092",47.2761,-122.153,1580,7200 +"1797500600","20140825T000000",850000,5,3.5,3150,4120,"2",0,0,3,8,2460,690,1911,2007,"98115",47.6754,-122.315,2080,4160 +"5561301220","20140610T000000",589900,4,4.5,3870,35889,"2",0,0,3,10,2530,1340,2001,0,"98027",47.4677,-122.01,3020,35366 +"5700002165","20141030T000000",513000,2,1,1840,4322,"1",0,0,4,7,1160,680,1914,0,"98144",47.5764,-122.289,1750,4322 +"9202650040","20140926T000000",401000,3,1,1120,8321,"1",0,0,4,6,1120,0,1941,1987,"98027",47.5631,-122.091,1980,8671 +"7211401975","20140905T000000",260000,3,2.5,1440,2500,"2",0,0,3,7,1440,0,2006,0,"98146",47.511,-122.359,1440,5000 +"0126039394","20150508T000000",525000,4,2.75,2300,26650,"1",0,0,4,8,2300,0,1950,0,"98177",47.7771,-122.362,2000,9879 +"3204800150","20150320T000000",470000,3,3.5,2070,11658,"1",0,0,4,8,1370,700,1977,0,"98056",47.537,-122.178,1930,8744 +"7686204750","20150121T000000",205000,4,1.5,1420,8063,"1",0,0,3,7,940,480,1962,0,"98198",47.4174,-122.316,1330,7515 +"7524950900","20150210T000000",620000,3,2.25,2010,7495,"1",0,0,4,8,1570,440,1979,0,"98027",47.5613,-122.083,2050,8402 +"7211400850","20140811T000000",229000,3,1.5,1200,5000,"1",0,0,3,6,1200,0,1979,0,"98146",47.5122,-122.357,1440,2500 +"8024202520","20140509T000000",445000,2,2,1150,6634,"1",0,0,3,7,860,290,1940,0,"98115",47.7001,-122.309,1680,6892 +"7340600068","20140514T000000",215000,2,1,1240,7200,"1",0,0,3,7,1240,0,1967,0,"98168",47.4971,-122.282,1130,9200 +"8682260850","20140729T000000",504975,2,2.5,1900,4871,"2",0,0,3,8,1900,0,2005,0,"98053",47.7132,-122.034,1640,4780 +"6804600720","20140801T000000",495000,4,2.25,2350,10072,"2",0,0,3,8,2350,0,1980,0,"98011",47.7628,-122.168,2210,9687 +"1865820300","20150311T000000",205000,3,1,1120,8342,"1",0,0,4,7,1120,0,1976,0,"98042",47.3732,-122.116,1190,6660 +"3163600076","20140730T000000",152275,1,1,1020,6871,"1",0,0,3,6,1020,0,1937,1946,"98146",47.5051,-122.338,1260,6933 +"5418500650","20150325T000000",586000,4,2.25,1930,8338,"1",0,0,3,8,1930,0,1968,0,"98125",47.7026,-122.285,2280,7616 +"8682220230","20141017T000000",779950,2,2.5,2680,7625,"1",0,0,3,9,2680,0,2002,0,"98053",47.7094,-122.024,2310,7395 +"3578401210","20141218T000000",557000,4,1.75,2660,11315,"2",0,0,4,8,2660,0,1983,0,"98074",47.6204,-122.044,1980,11315 +"9122001225","20141029T000000",610000,4,2.25,2200,7200,"1",0,2,4,8,1220,980,1958,0,"98144",47.5818,-122.296,1940,6000 +"5667100025","20140708T000000",405000,3,1.5,1010,7683,"1.5",0,0,5,7,1010,0,1953,0,"98125",47.72,-122.318,1550,7271 +"5089700750","20140509T000000",320000,4,2.25,2310,7490,"2",0,0,3,8,2310,0,1980,0,"98055",47.4379,-122.192,2310,8480 +"3331500650","20140919T000000",356000,3,1,920,3863,"1",0,0,3,6,920,0,1970,0,"98118",47.5524,-122.27,1080,5150 +"9528102865","20150226T000000",794500,5,3,3030,4120,"1.5",0,0,4,7,1930,1100,1913,0,"98115",47.6771,-122.319,1280,3090 +"6928000590","20140508T000000",349000,3,1.75,1590,9620,"1",0,0,3,7,1590,0,1988,0,"98059",47.4815,-122.152,2980,9398 +"1423069162","20140604T000000",549000,4,2.25,2740,88426,"2",0,0,3,7,2740,0,1991,0,"98027",47.4734,-122.006,2740,62726 +"7877400245","20140718T000000",193000,3,1,960,10761,"1",0,0,4,6,960,0,1962,0,"98002",47.2819,-122.224,960,10761 +"7430500301","20141016T000000",700000,3,1.5,2240,7227,"2",0,1,3,9,1440,800,1977,0,"98008",47.6208,-122.093,3150,16150 +"7852010900","20150324T000000",523000,3,2.5,2400,6182,"2",0,0,3,8,2400,0,1998,0,"98065",47.5363,-121.87,2420,5829 +"4022900652","20141118T000000",565000,5,3.25,2860,20790,"1",0,0,4,7,1800,1060,1965,0,"98155",47.7757,-122.295,1920,9612 +"7852030790","20150505T000000",500000,4,2.5,2960,5027,"2",0,0,3,7,2960,0,2000,0,"98065",47.5328,-121.881,2760,5500 +"3528900330","20140707T000000",1.45e+006,4,3.25,3770,4103,"2",0,0,5,9,2710,1060,1925,0,"98109",47.641,-122.349,2560,4160 +"2623069106","20150219T000000",710000,6,3.5,3830,68825,"2",0,0,3,9,3830,0,1995,0,"98027",47.4574,-122.003,2410,68825 +"0088000173","20141015T000000",333000,4,2,2750,9001,"1",0,0,3,8,2750,0,2008,0,"98055",47.457,-122.189,1340,11050 +"3179102305","20140717T000000",580000,3,1.75,2100,6874,"1",0,0,3,7,1300,800,1943,0,"98115",47.6724,-122.279,2220,5912 +"5379803386","20140801T000000",289950,4,1.75,1500,8400,"1",0,0,3,7,1200,300,1956,0,"98188",47.4531,-122.273,1780,9913 +"8127700845","20150219T000000",375000,2,1,710,4618,"1",0,1,3,5,710,0,1925,0,"98199",47.64,-122.394,1810,4988 +"8562901010","20140926T000000",505000,2,3,2770,10800,"1.5",0,0,5,8,1910,860,1984,0,"98074",47.6082,-122.057,2140,10800 +"4058200915","20140721T000000",324950,3,1.75,2050,6720,"1",0,2,3,7,1050,1000,1939,0,"98178",47.5058,-122.235,2380,7260 +"8861700110","20140714T000000",490000,4,2.25,1960,10275,"2",0,0,3,7,1960,0,1965,0,"98052",47.6887,-122.124,1560,10275 +"6822100155","20140512T000000",630000,4,2,1770,6000,"2",0,0,5,7,1770,0,1911,1981,"98199",47.6493,-122.401,1340,6000 +"3345700215","20140620T000000",595000,3,2.75,3290,22649,"2",0,0,4,8,3290,0,1993,0,"98056",47.5241,-122.193,2750,6119 +"0582000644","20150501T000000",872500,4,2,1990,6000,"1",0,0,3,9,1260,730,1956,2015,"98199",47.6515,-122.397,1770,6000 +"6126601380","20150222T000000",490000,2,1,1760,5250,"1",0,2,4,7,1000,760,1951,0,"98126",47.5577,-122.379,1760,5400 +"3303850330","20141216T000000",1.9e+006,4,3.25,5080,27755,"2",0,0,3,11,5080,0,2001,0,"98006",47.5423,-122.111,4730,22326 +"3343902281","20150505T000000",310000,2,1,1020,8102,"1",0,0,3,7,1020,0,1956,0,"98056",47.5135,-122.193,1770,7291 +"2023059052","20150504T000000",450000,3,1,1350,92721,"1",0,0,2,6,1200,150,1946,0,"98055",47.4657,-122.198,1860,8096 +"7504001430","20141023T000000",539000,3,1.5,1740,12000,"2",0,0,3,9,1740,0,1974,0,"98074",47.6276,-122.053,2580,12224 +"9290850330","20140707T000000",888550,3,2.5,3540,38322,"2",0,0,3,10,3540,0,1989,0,"98053",47.6892,-122.048,3540,35926 +"7955080300","20140714T000000",269950,3,2.5,1520,8720,"1",0,0,3,7,1080,440,1981,0,"98058",47.4267,-122.157,1720,7551 +"3980300371","20140926T000000",142000,0,0,290,20875,"1",0,0,1,1,290,0,1963,0,"98024",47.5308,-121.888,1620,22850 +"3755100220","20140819T000000",300000,3,1.75,1310,9761,"1",0,0,3,7,1310,0,1967,0,"98034",47.721,-122.228,1490,9600 +"3425059076","20140922T000000",780000,2,3.25,3000,24004,"1",0,0,3,10,2410,590,1952,0,"98005",47.611,-122.157,4270,24506 +"8728550150","20140715T000000",545000,3,2.5,2660,20369,"2",0,0,3,8,2660,0,1992,0,"98027",47.5234,-122.055,2720,12927 +"2108500110","20150415T000000",278000,3,2.25,2120,9804,"2",0,0,3,7,2120,0,1994,0,"98042",47.3596,-122.16,2120,7200 +"7941130110","20141201T000000",342000,3,2.25,1200,2845,"2",0,0,3,7,1200,0,1986,0,"98034",47.7151,-122.203,1220,2140 +"1545807180","20150506T000000",190000,4,1.75,1900,9861,"1",0,0,4,7,1900,0,1967,0,"98038",47.3615,-122.057,1720,7967 +"1972200382","20141121T000000",387000,2,1.5,1010,948,"3",0,0,3,8,1010,0,1999,0,"98103",47.6529,-122.355,1330,1318 +"2473420100","20150304T000000",279950,3,2.25,1850,7480,"2",0,0,3,7,1850,0,1978,0,"98058",47.452,-122.159,1870,7480 +"0722059020","20150318T000000",550000,6,4.5,4520,40164,"2",0,0,3,9,3580,940,1953,2008,"98031",47.407,-122.216,2870,13068 +"1626079154","20140520T000000",439000,3,2,2010,251341,"2",0,0,3,8,1510,500,2003,0,"98019",47.7416,-121.91,1780,108900 +"1152000040","20141010T000000",774888,3,2.25,2420,23507,"1",0,0,4,8,2420,0,1969,0,"98027",47.5107,-122.027,2540,22257 +"5152960330","20140610T000000",480000,5,2.5,2732,9500,"1",0,2,4,8,1870,862,1975,0,"98003",47.3436,-122.323,2720,10000 +"6431000206","20140508T000000",835000,4,2,1910,6960,"1.5",0,0,5,8,1910,0,1941,0,"98103",47.6893,-122.348,1360,3300 +"2397101185","20150303T000000",1.5e+006,5,3.5,3520,5400,"2",0,0,3,9,2400,1120,2008,0,"98119",47.6364,-122.363,1360,3600 +"2922700865","20150326T000000",771000,4,2,2220,3760,"1.5",0,0,4,7,1370,850,1929,0,"98117",47.6876,-122.368,1620,3760 +"3271800870","20140807T000000",1.225e+006,4,2.25,2020,5800,"1",0,3,4,9,1760,260,1941,0,"98199",47.6471,-122.412,3100,5800 +"1562200090","20141017T000000",600000,4,2.5,2090,7290,"1",0,0,5,8,1420,670,1966,0,"98007",47.624,-122.142,2110,8436 +"1431700210","20140702T000000",305000,3,1,1580,7424,"1",0,0,3,7,1010,570,1962,0,"98058",47.4607,-122.171,1710,7772 +"2566300100","20150327T000000",1.388e+006,5,1.75,2650,11340,"1",0,0,3,8,2650,0,1955,0,"98004",47.626,-122.213,2780,13204 +"5379806155","20140910T000000",216500,3,1,1020,11652,"1",0,0,4,6,1020,0,1971,0,"98188",47.4459,-122.278,1690,11652 +"0952006857","20150122T000000",370000,3,2.5,1070,1219,"2",0,0,3,7,720,350,2004,0,"98116",47.5618,-122.384,1070,1254 +"3792400110","20140630T000000",492650,4,1.75,2120,9786,"1",0,0,3,8,1640,480,1967,0,"98177",47.7753,-122.365,2310,8787 +"3755100540","20140725T000000",431200,5,1.75,1360,10609,"1",0,0,3,7,1060,300,1966,0,"98034",47.7203,-122.229,1490,9935 +"2122059014","20150409T000000",277500,4,2,1700,12048,"2",0,0,3,7,1700,0,1990,0,"98030",47.3748,-122.186,1960,7650 +"0110000040","20150317T000000",278000,5,1.5,1820,8712,"1",0,0,5,7,1090,730,1960,0,"98032",47.3712,-122.289,1820,8712 +"3876800580","20140902T000000",351000,4,1,1430,8400,"1",0,0,3,6,730,700,1969,0,"98072",47.7417,-122.172,1310,8240 +"3127200021","20140616T000000",850000,4,3.5,4140,7089,"2",0,0,3,10,3160,980,2003,0,"98034",47.7059,-122.2,2640,8896 +"2397101460","20140811T000000",885000,2,2,1313,3600,"1",0,0,3,8,1313,0,1904,2012,"98119",47.6369,-122.365,1080,3600 +"1720069146","20140715T000000",399950,3,2,1590,87120,"1",0,3,3,8,1590,0,1998,0,"98022",47.2241,-122.072,2780,183161 +"7878400043","20140805T000000",185000,3,1.75,1080,9262,"1",0,0,3,7,1080,0,1968,0,"98178",47.4883,-122.248,1090,9262 +"9282801030","20140925T000000",440000,5,3,2730,6000,"1",0,0,3,8,1470,1260,1979,0,"98178",47.4994,-122.234,2590,6000 +"6072800265","20140813T000000",2.395e+006,4,3.25,3800,19798,"2",0,0,3,10,3800,0,1969,2009,"98006",47.5684,-122.19,3940,18975 +"5267000180","20140821T000000",299000,3,2.25,2540,9961,"1",0,0,4,8,1320,1220,1969,0,"98031",47.41,-122.208,1870,10251 +"2722049077","20140828T000000",299500,3,1.75,1810,34500,"1",0,0,3,8,1230,580,1980,0,"98032",47.3707,-122.275,2090,9735 +"1115100278","20150317T000000",420000,3,1.5,1540,7506,"1",0,0,5,7,1540,0,1961,0,"98155",47.7565,-122.325,2180,7653 +"8075400530","20140627T000000",234000,4,1,1390,18000,"1",0,0,3,7,1390,0,1955,2013,"98032",47.3885,-122.284,1390,18000 +"1997200245","20140714T000000",540000,2,1.75,1460,4800,"1",0,0,5,7,850,610,1950,0,"98103",47.6928,-122.339,2050,5592 +"0926069009","20140609T000000",649950,4,2.5,2350,63162,"2",0,0,4,8,2350,0,1994,0,"98077",47.7545,-122.047,2370,63162 +"6381500110","20150108T000000",330000,3,1,1160,7912,"1",0,0,4,7,1160,0,1956,0,"98125",47.7336,-122.306,1190,7482 +"7203100850","20150427T000000",840000,4,3.25,3500,5960,"2",0,0,3,9,3500,0,2010,0,"98053",47.6944,-122.022,3390,6856 +"3529300330","20141107T000000",370000,3,2.5,1980,6922,"2",0,0,5,8,1980,0,1991,0,"98031",47.396,-122.184,2090,7697 +"3204800330","20140625T000000",410000,3,1.5,1250,7700,"1",0,0,5,7,1250,0,1968,0,"98056",47.5383,-122.178,1430,7700 +"6411600411","20141209T000000",257000,2,1,770,7200,"1",0,0,3,7,770,0,1951,0,"98125",47.7143,-122.325,1320,7139 +"8685500145","20141230T000000",350000,3,1,1920,6710,"1",0,0,3,7,1320,600,1959,0,"98118",47.5346,-122.286,1810,5600 +"7277100610","20140825T000000",380000,2,1,1120,7560,"1",0,1,3,6,1120,0,1947,0,"98177",47.77,-122.39,1120,7200 +"1775800750","20150310T000000",344000,3,1,1150,12402,"1",0,0,4,6,1150,0,1969,0,"98072",47.7422,-122.099,1400,13600 +"2856101105","20140527T000000",488000,3,2.5,1590,2550,"3",0,0,3,7,1590,0,1985,0,"98117",47.6772,-122.393,1260,5100 +"4443800705","20141008T000000",465000,3,1,910,3880,"1",0,0,3,7,780,130,1942,0,"98117",47.6862,-122.392,1220,3880 +"3878900464","20150504T000000",229500,2,1.75,1870,6625,"1",0,0,3,7,960,910,1948,0,"98178",47.5071,-122.249,1680,6000 +"8151600900","20141112T000000",445000,5,3,2420,11250,"2",0,0,3,8,2420,0,2013,0,"98146",47.5082,-122.362,1510,9950 +"1612500155","20150317T000000",246000,4,1.5,2120,7110,"1.5",0,0,3,6,2120,0,1919,0,"98030",47.3846,-122.227,1540,7110 +"4140500180","20140604T000000",545000,5,2.5,2730,17240,"1",0,0,5,7,1660,1070,1958,0,"98028",47.7646,-122.267,2250,13200 +"3342103174","20140813T000000",518000,4,2.5,2560,5672,"2",0,1,3,8,2560,0,2005,0,"98056",47.5222,-122.201,2190,6788 +"2078500210","20141031T000000",565000,4,2.5,2620,10016,"2",0,0,3,8,2620,0,1996,0,"98056",47.5295,-122.179,2620,10016 +"3955900910","20150410T000000",445000,4,2.5,2760,8558,"2",0,0,3,7,2760,0,2001,0,"98056",47.4802,-122.189,2760,7703 +"3472800068","20140717T000000",968000,5,2.5,2900,9799,"1",0,0,3,8,1450,1450,1959,0,"98004",47.6255,-122.208,2810,9687 +"8928100205","20150331T000000",725000,3,2,1820,6324,"1",0,0,5,7,910,910,1945,0,"98115",47.6823,-122.27,1850,6440 +"2473400110","20140826T000000",315500,3,1.75,1870,8400,"1",0,0,3,7,990,880,1977,0,"98058",47.454,-122.164,1750,8400 +"2558720120","20140505T000000",487585,4,1.75,2010,9211,"1",0,0,3,7,1470,540,1977,0,"98034",47.7206,-122.171,1840,8500 +"2023049361","20150323T000000",246500,2,1,940,6000,"1",0,0,2,7,940,0,1954,0,"98148",47.4631,-122.329,1890,8547 +"6821101285","20140814T000000",819000,3,1.75,1850,6000,"1.5",0,0,3,8,1650,200,1913,1999,"98199",47.6528,-122.401,1540,6000 +"2780910100","20141218T000000",349900,5,2.5,2530,4229,"2",0,0,3,7,2530,0,2004,0,"98038",47.3531,-122.021,2070,4879 +"9357000230","20140822T000000",267000,3,1,940,4700,"1",0,0,4,6,940,0,1942,0,"98146",47.5117,-122.378,1020,5700 +"3649100015","20150513T000000",480000,3,2.25,1820,15000,"1",0,0,3,7,1480,340,1978,0,"98028",47.7401,-122.249,1930,13600 +"1189000180","20140910T000000",525000,2,1,1510,3360,"1",0,0,3,7,880,630,1924,0,"98122",47.6135,-122.297,1330,3360 +"3905120610","20140625T000000",578000,4,2.5,2070,5415,"2",0,0,3,8,2070,0,1996,0,"98029",47.5706,-122.006,2120,5331 +"0993002177","20150506T000000",345000,3,2.5,1380,1547,"3",0,0,3,8,1380,0,2000,0,"98103",47.6908,-122.341,1380,1465 +"6384500535","20150326T000000",499000,3,1,1270,6250,"1",0,0,3,7,910,360,1955,0,"98116",47.5694,-122.397,2000,6250 +"7751800115","20140826T000000",425000,3,1.5,1390,9680,"1",0,0,4,7,1390,0,1956,0,"98008",47.634,-122.125,1460,10050 +"4137020820","20141027T000000",268000,4,3,1840,7510,"2",0,0,5,8,1840,0,1988,2013,"98092",47.2595,-122.218,1650,7957 +"9407000230","20141204T000000",240000,3,1,1600,12566,"1",0,0,4,7,1600,0,1971,0,"98045",47.4431,-121.765,1600,10650 +"3306200230","20150303T000000",147000,3,1.5,1480,9606,"1",0,0,4,7,1100,380,1964,0,"98023",47.2978,-122.363,1600,9619 +"3888100176","20150306T000000",500000,4,2,2120,7806,"1",0,0,4,6,1770,350,1949,0,"98033",47.6859,-122.166,1560,9920 +"7011201325","20141028T000000",1.01e+006,4,2.75,2940,5400,"1.5",0,2,5,8,1940,1000,1910,0,"98119",47.6366,-122.369,1970,2008 +"1424130220","20150309T000000",991500,4,3,3820,26895,"2",0,2,3,11,3820,0,1995,0,"98072",47.7253,-122.092,3820,24751 +"9165100375","20141118T000000",510000,5,2,2740,3838,"1",0,0,4,7,1370,1370,1959,0,"98117",47.6819,-122.393,1660,4040 +"1651500040","20140801T000000",1.98e+006,4,4,4360,12081,"2",0,0,3,10,4360,0,2007,0,"98004",47.6377,-122.219,2180,10800 +"8929000090","20140702T000000",484998,4,2.5,1540,1870,"2",0,0,3,8,1540,0,2014,0,"98029",47.5524,-121.999,1540,1619 +"3303850360","20140625T000000",1.28e+006,4,3.5,4660,17398,"2",0,2,3,11,4660,0,2003,0,"98006",47.5422,-122.112,5080,24913 +"2011000120","20140529T000000",210000,3,1.75,1590,7617,"2",0,0,3,7,1590,0,1986,0,"98198",47.3819,-122.312,1490,7450 +"6751100205","20140804T000000",450000,2,1,1180,10720,"1",0,0,4,7,1180,0,1955,0,"98007",47.5893,-122.135,1420,10750 +"5078400035","20150402T000000",875000,4,1.75,2360,8286,"1",0,0,3,7,1320,1040,1952,0,"98004",47.6226,-122.205,1680,7630 +"6073300530","20150428T000000",529950,4,2.75,1860,7500,"1",0,0,5,8,1220,640,1967,0,"98056",47.5398,-122.173,2020,8137 +"9818700645","20140723T000000",415000,3,1.75,1470,4000,"1",0,0,3,7,1070,400,1979,0,"98122",47.6067,-122.298,1280,3500 +"6181700625","20150220T000000",590000,4,2,2990,12970,"1.5",0,2,4,7,1960,1030,1948,0,"98028",47.7605,-122.258,2500,10680 +"8718500610","20140526T000000",379950,3,1.5,1690,9144,"1",0,0,4,7,1140,550,1956,0,"98028",47.739,-122.253,1840,10600 +"7950302150","20150410T000000",385000,1,1,660,3570,"1",0,0,3,6,660,0,1906,0,"98118",47.5659,-122.284,1520,4080 +"0923000115","20141029T000000",588000,3,1.75,2310,7620,"2",0,0,3,8,2310,0,1942,1988,"98177",47.7266,-122.363,2200,7672 +"1722800835","20140811T000000",252500,2,1,770,2191,"1",0,0,3,6,770,0,1937,0,"98108",47.5512,-122.323,940,5000 +"7436300180","20140519T000000",530000,3,3.5,2320,3174,"2",0,0,3,9,2060,260,1997,0,"98033",47.6897,-122.175,2320,3187 +"1630700276","20150105T000000",385000,2,1.5,1370,159865,"1",0,0,3,7,1370,0,1960,0,"98072",47.7592,-122.092,1370,16217 +"2558670110","20140829T000000",419000,3,2.25,1700,7650,"1",0,0,4,7,1340,360,1975,0,"98034",47.7214,-122.166,1980,7200 +"0402000110","20141017T000000",175000,2,1,960,5508,"1",0,0,3,6,770,190,1951,0,"98118",47.5307,-122.277,1280,5304 +"0442000175","20150331T000000",515000,2,1,1150,5664,"1",0,0,3,7,870,280,1948,0,"98115",47.6894,-122.284,1380,5664 +"8825900410","20150218T000000",945000,4,2.5,2910,4680,"1.5",0,0,5,9,1850,1060,1937,0,"98115",47.6745,-122.31,1960,4120 +"0984210120","20140620T000000",359900,5,2.25,2290,7420,"1",0,0,3,7,1290,1000,1973,0,"98058",47.4375,-122.166,1660,7526 +"8044050040","20140807T000000",419950,4,2.5,2260,5164,"2",0,0,3,8,2260,0,1996,0,"98056",47.509,-122.166,2260,5866 +"2771604370","20140926T000000",460000,3,1.75,1300,4000,"1",0,0,3,7,900,400,1953,0,"98199",47.6368,-122.388,1750,4000 +"5028602020","20150305T000000",255000,3,2.25,1850,7151,"2",0,0,3,7,1850,0,1989,0,"98023",47.2843,-122.352,1710,6827 +"0643300040","20141104T000000",481000,4,1.75,1920,9500,"1",0,0,4,7,1470,450,1966,0,"98006",47.5683,-122.177,1820,10091 +"0643300040","20150313T000000",719521,4,1.75,1920,9500,"1",0,0,4,7,1470,450,1966,0,"98006",47.5683,-122.177,1820,10091 +"0224059025","20140620T000000",1.08e+006,3,3,4910,43560,"2",0,0,4,10,4000,910,1989,0,"98007",47.5911,-122.131,3540,12288 +"3379200100","20140523T000000",334000,4,2.5,2210,6080,"1",0,2,4,8,1410,800,1965,0,"98178",47.4915,-122.228,2210,6175 +"6338000493","20140912T000000",675000,4,2.75,2280,3200,"1.5",0,0,5,8,1520,760,1931,0,"98105",47.6709,-122.282,1970,4687 +"0293000068","20140613T000000",556000,3,1.75,1640,7437,"1",0,0,3,7,1090,550,1948,0,"98126",47.5324,-122.38,1640,7436 +"6169901095","20140815T000000",900000,4,2,1980,7200,"2",0,3,3,8,1700,280,1910,0,"98119",47.6318,-122.369,2490,4200 +"4443800375","20141002T000000",400000,3,1,900,4084,"1.5",0,0,3,7,900,0,1910,0,"98117",47.684,-122.393,1280,4080 +"9376301800","20150324T000000",724950,4,1.75,1960,4340,"1",0,0,5,8,980,980,1912,0,"98117",47.6847,-122.37,1630,4360 +"6799300150","20140903T000000",321000,4,2.25,1800,4500,"2",0,0,4,8,1800,0,2004,0,"98031",47.394,-122.183,2010,5050 +"3271800910","20140701T000000",1.35692e+006,4,3.5,4270,5800,"2",0,3,5,10,3170,1100,1937,0,"98199",47.6474,-122.411,3100,5800 +"0042000245","20140613T000000",171000,4,2,1520,19672,"1",0,0,3,6,1020,500,1920,0,"98188",47.4683,-122.281,1810,7840 +"1625069101","20140707T000000",1.36e+006,4,3,5430,108900,"2",0,0,4,10,5430,0,1987,0,"98053",47.6582,-122.038,3170,107076 +"4046700110","20150224T000000",323000,3,1.75,1950,15037,"1",0,0,3,7,1950,0,1989,0,"98014",47.6892,-121.913,1760,15181 +"2423600100","20140502T000000",491500,4,1.75,2190,125452,"1",0,2,3,9,2190,0,1968,0,"98092",47.2703,-122.069,3000,125017 +"0621069154","20140721T000000",226000,4,1.5,1200,10890,"1",0,0,5,7,1200,0,1972,0,"98042",47.3423,-122.088,1250,10139 +"2436200025","20141009T000000",580000,6,1.75,2180,4000,"1.5",0,0,4,7,1380,800,1926,0,"98105",47.6643,-122.29,1720,4000 +"9808610410","20140822T000000",640000,4,2.5,2320,11259,"2",0,0,3,9,2320,0,1982,0,"98004",47.6443,-122.194,2820,11770 +"1370803640","20140820T000000",619790,3,1.75,1040,5097,"1",0,0,4,7,800,240,1944,0,"98199",47.6385,-122.401,1630,5097 +"3779300210","20140630T000000",383962,4,2.5,2700,6998,"2",0,0,3,8,2700,0,2001,0,"98188",47.4694,-122.263,2350,10550 +"0424049059","20140815T000000",373000,3,2,1400,2445,"1",0,0,3,7,840,560,2002,0,"98144",47.5926,-122.299,1400,3200 +"5422560850","20141210T000000",541338,3,2.5,2060,8123,"2",0,0,3,8,1010,1050,1977,0,"98052",47.6642,-122.13,1760,6170 +"0558100065","20141003T000000",254922,2,1,780,8160,"1",0,0,4,6,780,0,1953,0,"98133",47.7356,-122.34,1310,8160 +"4442800040","20140624T000000",575000,3,2.25,2400,5000,"1.5",0,0,4,7,1440,960,1926,0,"98117",47.6897,-122.393,1630,5000 +"4038600300","20140902T000000",650000,4,3,2900,15535,"1",0,2,4,7,1870,1030,1961,0,"98008",47.612,-122.119,2330,10217 +"5070000120","20140813T000000",269950,3,1.5,1740,9547,"1",0,0,4,7,1740,0,1962,0,"98055",47.4475,-122.213,1780,9936 +"0795002450","20150430T000000",270950,2,1,780,6250,"1",0,0,3,6,780,0,1942,0,"98168",47.5099,-122.33,1280,7100 +"3579000180","20141229T000000",495000,3,2.75,2430,14861,"1",0,0,3,9,1530,900,1988,0,"98028",47.7461,-122.247,2230,10300 +"6821102170","20140507T000000",794154,4,2,2210,8556,"1",0,1,4,8,1210,1000,1954,0,"98199",47.6498,-122.396,2190,7975 +"5151900110","20141219T000000",340768,3,1.5,1510,11200,"1",0,0,4,8,1510,0,1960,0,"98003",47.3347,-122.325,2110,12070 +"5101407790","20140801T000000",375000,2,1,900,5413,"1",0,0,3,7,900,0,1947,0,"98125",47.7047,-122.307,1280,6380 +"2538400040","20140524T000000",820000,4,2.5,3670,7000,"2",0,0,3,10,3670,0,2005,0,"98075",47.5854,-122.08,3680,7437 +"1025049266","20140930T000000",555000,2,2.25,1160,954,"2",0,0,3,8,960,200,2014,0,"98105",47.6647,-122.284,1160,1327 +"4340610040","20140612T000000",312500,2,1.5,1070,1200,"2",0,0,3,7,1070,0,1999,0,"98103",47.697,-122.347,1070,1200 +"3204300610","20141202T000000",450000,2,1,950,4560,"1.5",0,0,3,7,950,0,1925,0,"98112",47.6288,-122.3,2040,4560 +"6793300220","20150105T000000",739000,3,2.75,2950,6667,"2",0,0,3,9,2950,0,2003,0,"98029",47.5577,-122.026,3340,6667 +"1568100087","20150413T000000",320000,3,2,1420,1716,"2",0,0,3,7,1050,370,2003,0,"98155",47.7364,-122.295,1420,8150 +"4338800600","20140609T000000",235000,3,1,1590,13000,"1.5",0,0,3,6,1590,0,1944,0,"98166",47.4789,-122.346,1460,8400 +"7211400535","20150323T000000",275500,4,1,1290,5000,"1.5",0,0,3,7,1290,0,1957,0,"98146",47.5128,-122.358,1440,2500 +"8682261140","20140618T000000",564000,2,2,1690,4500,"1",0,0,3,8,1690,0,2004,0,"98053",47.7133,-122.031,1640,4500 +"4435000145","20150501T000000",263000,4,1.75,1340,8700,"1.5",0,0,3,6,1340,0,1958,0,"98188",47.4514,-122.287,1240,8700 +"0421059018","20141104T000000",257000,3,1.75,1397,18000,"1",0,0,3,7,1397,0,1965,2014,"98092",47.3388,-122.166,1950,31294 +"1321059013","20150319T000000",725000,4,2.5,3750,218506,"2",0,0,3,10,3750,0,1991,0,"98092",47.3045,-122.103,2540,39413 +"2143700406","20141211T000000",300000,3,2.25,2000,7560,"1",0,0,3,7,1400,600,1979,0,"98055",47.4798,-122.228,2040,6949 +"8961950410","20140707T000000",328000,3,2,2250,7904,"1.5",0,0,3,8,2250,0,1998,0,"98001",47.3165,-122.252,2460,8622 +"1788800770","20140728T000000",187500,3,1,840,8400,"1",0,0,3,6,840,0,1959,0,"98023",47.3281,-122.344,1030,8640 +"7518507685","20150223T000000",400000,3,1,1100,5100,"2",0,0,4,7,1100,0,1900,0,"98117",47.679,-122.386,1540,5100 +"2490200220","20150302T000000",515000,3,1.5,1660,5100,"1",0,0,4,7,1210,450,1954,0,"98136",47.5345,-122.383,1440,5100 +"0284000025","20150420T000000",1.41e+006,2,2,2180,18525,"1",1,4,5,9,1580,600,1952,0,"98146",47.5036,-122.387,2480,21503 +"0522059189","20150417T000000",235000,3,1,1460,8400,"1",0,0,3,7,1460,0,1958,0,"98055",47.4243,-122.198,1460,9600 +"7203150330","20140717T000000",669000,4,2.5,2470,4945,"2",0,0,3,8,2470,0,2012,0,"98053",47.6898,-122.015,2510,4988 +"3124089060","20150424T000000",282000,3,1,1250,13503,"1.5",0,0,4,6,1250,0,1931,0,"98065",47.526,-121.829,1450,13503 +"7518504130","20140626T000000",663000,3,2,1480,3876,"1",0,0,5,7,860,620,1928,0,"98117",47.6808,-122.382,1660,3774 +"7893802670","20150424T000000",279900,3,3.25,2240,5000,"2",0,0,3,9,1540,700,1989,0,"98198",47.4114,-122.334,1800,7500 +"2548100180","20140507T000000",335000,3,2,1570,7200,"1",0,0,4,7,1570,0,1952,0,"98155",47.7501,-122.314,1410,7434 +"4024100915","20141231T000000",689000,4,2.75,3250,10000,"2",0,0,3,9,3250,0,2014,0,"98155",47.7557,-122.309,1620,10089 +"1026069106","20150421T000000",413100,3,2.25,1790,231303,"1",0,0,3,7,1250,540,1980,0,"98077",47.7558,-122.027,2090,93654 +"7852020720","20150327T000000",506950,3,2.5,2080,4931,"2",0,0,3,8,2080,0,2000,0,"98065",47.5342,-121.868,1890,4229 +"9828702265","20140506T000000",500000,3,2.5,1480,1171,"3",0,0,3,8,1480,0,2006,0,"98112",47.62,-122.3,1480,1231 +"5104511250","20140613T000000",540000,5,3,3610,9775,"2",0,0,3,8,3610,0,2003,0,"98038",47.3545,-122.011,2800,8582 +"9828201885","20140822T000000",812000,3,2.5,2040,4559,"2",0,0,3,9,2040,0,1998,0,"98122",47.6156,-122.295,1500,4500 +"7525950110","20140828T000000",1.2e+006,4,3.25,3850,19842,"2",0,3,3,11,3180,670,1989,0,"98074",47.6239,-122.065,4320,19500 +"3211260120","20141215T000000",370000,3,2.25,3230,35306,"2",0,0,3,9,3230,0,1987,0,"98092",47.3065,-122.113,2760,35285 +"7250000065","20140825T000000",338000,3,2,2440,23512,"1",0,0,3,6,1640,800,1933,0,"98148",47.4594,-122.326,1630,19613 +"1446400564","20140507T000000",185000,4,1,1490,6600,"1",0,0,3,7,1490,0,1969,0,"98168",47.4835,-122.332,1280,6600 +"0224059021","20141219T000000",450000,3,1,1150,35415,"1",0,0,4,7,1010,140,1950,0,"98008",47.5974,-122.129,2460,11781 +"6392000625","20140712T000000",451000,2,1,900,6000,"1",0,0,3,7,900,0,1944,2004,"98115",47.6855,-122.289,1460,4800 +"6817850110","20150421T000000",785000,4,2.5,3210,24527,"1.5",0,0,3,11,3210,0,1984,0,"98074",47.6399,-122.052,3280,24527 +"3902100175","20140728T000000",850000,5,3,3900,5250,"1.5",0,1,5,8,2620,1280,1931,0,"98116",47.5577,-122.389,1950,5700 +"7205400180","20141223T000000",235000,3,1,1240,18000,"1",0,0,2,7,1240,0,1943,0,"98198",47.3514,-122.315,1240,18000 +"7351200295","20150114T000000",1.15e+006,3,1.75,1760,6788,"2",1,4,3,7,1760,0,1940,1960,"98125",47.7336,-122.284,1630,7588 +"0291310260","20140516T000000",377500,3,2.25,1410,1377,"2",0,0,3,7,1290,120,2005,0,"98027",47.5342,-122.067,1445,1370 +"3026059204","20140530T000000",825500,3,2.5,2780,11964,"2",0,0,3,9,2780,0,2009,0,"98034",47.7127,-122.216,1760,9640 +"2856102105","20140610T000000",1.0595e+006,5,3.25,3230,3825,"2",0,0,3,9,2480,750,2014,0,"98117",47.6785,-122.392,1480,5100 +"3343301343","20141120T000000",880000,5,3.5,4600,8764,"2",0,0,3,10,3180,1420,2007,0,"98006",47.5491,-122.19,3210,9431 +"8682302030","20140521T000000",413800,3,2,1440,4421,"1",0,0,3,8,1440,0,2007,0,"98053",47.7188,-122.024,1440,4157 +"1048000160","20140627T000000",504200,2,1.5,1200,1687,"3",0,0,3,8,1200,0,2008,0,"98103",47.6491,-122.334,1240,1296 +"5714200140","20150422T000000",421500,4,3,2793,5703,"2",0,0,3,9,2793,0,2009,0,"98030",47.3682,-122.178,2793,5704 +"1152200030","20150305T000000",855169,4,2.5,2970,5050,"2",0,0,3,8,2970,0,2014,0,"98052",47.7043,-122.122,2810,4998 +"3157600075","20150207T000000",380000,3,2,1440,3218,"1",0,0,3,7,850,590,2008,0,"98106",47.5655,-122.36,1170,5000 +"1972200554","20140804T000000",580000,3,2.25,1480,1026,"3",0,0,3,8,1480,0,2014,0,"98103",47.6536,-122.354,1570,1283 +"9429400060","20150409T000000",377000,3,2.5,1870,5333,"2",0,0,3,8,1870,0,2012,0,"98019",47.7447,-121.984,2100,3730 +"0301401610","20140930T000000",329900,4,2.75,2475,4000,"2",0,0,3,7,2475,0,2014,0,"98002",47.3452,-122.209,2475,4000 +"1025039326","20140828T000000",921800,4,2.5,2950,7024,"2",0,0,3,10,2950,0,2012,0,"98199",47.6651,-122.403,2950,6339 +"9385200041","20150304T000000",529500,3,2.25,1410,905,"3",0,0,3,9,1410,0,2014,0,"98116",47.5818,-122.402,1510,1352 +"7237450550","20140603T000000",363990,4,2.5,2240,3712,"2",0,0,3,8,2240,0,2014,0,"98038",47.3551,-122.061,2530,4315 +"2862500060","20150115T000000",834950,5,2.75,3230,6500,"2",0,0,3,9,3230,0,2014,0,"98074",47.6237,-122.023,3180,7624 +"4046500270","20140819T000000",399000,3,2,2100,31550,"1",0,0,3,8,2100,0,2010,0,"98014",47.6907,-121.917,1860,18452 +"2161400060","20141114T000000",338900,3,2.25,1936,9495,"1",0,0,3,8,1936,0,2013,0,"98030",47.3714,-122.197,1410,12770 +"2781230070","20150311T000000",419950,3,2.5,3120,6000,"2",0,0,3,9,3120,0,2007,0,"98038",47.3473,-122.03,2670,6000 +"4019500160","20150413T000000",493000,4,2.5,2070,4270,"2",0,0,3,8,2070,0,2010,0,"98028",47.773,-122.265,2070,4610 +"6980500030","20141211T000000",650000,4,2.5,3700,4500,"2",0,0,3,9,3700,0,2007,0,"98028",47.7473,-122.23,3050,5047 +"1442880260","20140909T000000",456000,3,2.5,2130,5205,"2",0,0,3,8,2130,0,2013,0,"98045",47.4832,-121.774,2250,5462 +"9268851860","20140918T000000",425000,3,2.25,1620,997,"2.5",0,0,3,8,1540,80,2010,0,"98027",47.54,-122.026,1620,1068 +"0832700320","20150209T000000",348000,3,2.5,1490,2478,"3",0,0,3,8,1490,0,2009,0,"98133",47.7236,-122.353,1270,1156 +"2937300550","20141029T000000",1.04089e+006,5,4,4180,7232,"2",0,0,3,9,4180,0,2014,0,"98052",47.7049,-122.125,3570,6054 +"2114700368","20141118T000000",299000,2,2.5,1400,1262,"2",0,0,3,8,1160,240,2008,0,"98106",47.5342,-122.349,1060,1524 +"2213000030","20140512T000000",1.264e+006,4,3.75,3490,9170,"2",0,0,3,9,3490,0,2012,0,"98004",47.5991,-122.2,1810,8470 +"2626119062","20141112T000000",155000,3,1,1300,6098,"1",0,0,3,7,1300,0,2013,0,"98014",47.7074,-121.364,1300,6849 +"7338220160","20150225T000000",319500,4,2.5,2730,4962,"2",0,0,3,8,2730,0,2006,0,"98002",47.3363,-122.216,2150,3802 +"2781280310","20141222T000000",274000,3,2.5,1830,2517,"2",0,0,3,8,1830,0,2005,0,"98055",47.4496,-122.189,1610,2762 +"3448740070","20140616T000000",429000,5,2.5,2340,4500,"2",0,0,3,7,2340,0,2009,0,"98059",47.4911,-122.154,2190,4500 +"2895800710","20141202T000000",267800,3,1.75,1410,1899,"2",0,0,3,8,1410,0,2014,0,"98106",47.5171,-122.347,1410,1811 +"0723049434","20150408T000000",369950,3,2.5,1930,8254,"2",0,0,3,7,1930,0,2014,0,"98146",47.4973,-122.346,1540,8849 +"2922059212","20150109T000000",480000,6,5,3028,18055,"2",0,0,3,7,3028,0,2005,0,"98030",47.3651,-122.197,1400,34575 +"1441000350","20140915T000000",440000,4,3.5,3180,4869,"2",0,0,3,8,2390,790,2007,0,"98055",47.4482,-122.206,2850,4500 +"8562790310","20150324T000000",839704,4,3.25,2950,4161,"2",0,0,3,10,2210,740,2014,0,"98027",47.5297,-122.073,2790,3693 +"2767604425","20150129T000000",535000,3,3.25,1430,1276,"3",0,0,3,8,1430,0,2007,0,"98107",47.6712,-122.38,1430,1243 +"0306000565","20140825T000000",290000,2,1.5,1020,1275,"3",0,0,3,8,1020,0,2008,0,"98103",47.7003,-122.346,980,1415 +"6130500060","20140721T000000",370000,3,2.5,1650,1793,"3",0,0,3,8,1650,0,2007,0,"98133",47.7107,-122.332,1650,1863 +"3362400125","20150303T000000",405000,3,2,1060,651,"3",0,0,3,7,1060,0,2007,0,"98103",47.6828,-122.345,1440,1501 +"1442880510","20140530T000000",499431,4,2.75,2620,6019,"2",0,0,3,8,2620,0,2013,0,"98045",47.484,-121.771,2790,6716 +"9188200505","20140710T000000",275000,4,2.5,1830,3868,"2",0,0,3,7,1830,0,2007,0,"98118",47.5186,-122.276,2330,3868 +"1865400075","20140522T000000",320000,3,2.25,998,844,"2",0,0,3,7,798,200,2007,0,"98117",47.6983,-122.367,998,1110 +"7853320550","20140805T000000",425000,4,2.5,2070,4427,"2",0,0,3,7,2070,0,2007,0,"98065",47.5208,-121.869,2070,4556 +"9831200172","20150227T000000",1.45e+006,4,3.5,2860,2199,"3",0,0,3,10,2860,0,2013,0,"98102",47.6262,-122.323,1990,1378 +"8141300030","20150210T000000",340000,3,2,1920,5688,"1",0,3,3,9,1920,0,2007,0,"98022",47.1952,-121.976,2384,4802 +"7899800863","20141001T000000",299900,3,2.5,1210,2046,"2",0,0,3,9,920,290,2008,0,"98106",47.5212,-122.357,1070,651 +"0745530240","20141226T000000",865950,5,3.5,4890,12039,"2",0,0,3,9,3590,1300,2014,0,"98011",47.7338,-122.208,4590,10079 +"4055700784","20140815T000000",720000,4,2.5,3420,17038,"2",0,0,3,9,3420,0,2007,0,"98034",47.718,-122.241,2520,14190 +"1180000830","20141002T000000",460000,4,3.5,2870,3225,"2",0,3,3,9,2070,800,2006,0,"98178",47.5009,-122.225,1770,6450 +"0291310270","20141119T000000",375000,3,2.5,1600,2042,"2",0,0,3,8,1600,0,2005,0,"98027",47.5341,-122.067,1445,1370 +"1934800162","20150511T000000",386180,2,1.5,960,1829,"2",0,0,3,7,960,0,2005,0,"98122",47.6032,-122.308,1470,1829 +"2309710070","20150114T000000",280000,3,2.75,1740,5639,"1",0,3,3,7,1740,0,2010,0,"98022",47.1942,-121.977,2380,5331 +"6181500340","20140808T000000",359000,4,2.5,2575,4725,"2",0,0,3,8,2575,0,2011,0,"98001",47.3058,-122.277,2575,5323 +"7853220390","20140502T000000",785000,5,3.25,3660,11995,"2",0,2,3,10,3660,0,2006,0,"98065",47.5337,-121.86,3320,11241 +"9834201375","20150206T000000",425000,3,2.25,1420,1230,"2",0,0,3,8,940,480,2009,0,"98144",47.5703,-122.288,1400,1230 +"5214510060","20150504T000000",575000,5,2.5,3070,7200,"2",0,0,3,8,3070,0,2005,0,"98059",47.4939,-122.137,2590,7200 +"3221079050","20150303T000000",465000,3,2.5,1920,144619,"1",0,0,3,8,1920,0,2014,0,"98022",47.2683,-121.946,2010,48787 +"1266200140","20150506T000000",1.85e+006,4,3.25,4160,10335,"2",0,0,3,10,4160,0,2014,0,"98004",47.6235,-122.192,1840,10333 +"2523039346","20150218T000000",720000,4,3.25,3276,10801,"2",0,0,3,9,3276,0,2008,0,"98166",47.4585,-122.361,2010,11656 +"1624049293","20140506T000000",390000,5,3.75,2890,5000,"1",0,0,3,7,1310,1580,2006,0,"98108",47.5701,-122.296,1930,5117 +"1973700030","20150429T000000",2.205e+006,3,2.5,3430,10177,"2",0,0,3,10,3430,0,2014,0,"98034",47.7159,-122.251,3110,12339 +"1070000390","20140702T000000",1.05469e+006,4,3.5,3390,3979,"2",0,0,3,9,2610,780,2014,0,"98199",47.6482,-122.408,3350,4165 +"2524059269","20140610T000000",915000,6,3.75,2930,14980,"2",0,3,3,9,2930,0,2013,0,"98006",47.5441,-122.117,3210,10787 +"1972200326","20150422T000000",562000,2,2.25,1300,1314,"3",0,0,3,8,1300,0,2008,0,"98103",47.6536,-122.356,1300,1312 +"3796000400","20141120T000000",349000,2,1.75,1250,1208,"2",0,0,3,7,1040,210,2007,0,"98144",47.6004,-122.299,1250,1656 +"0321030070","20140814T000000",375000,4,2.5,2310,7800,"2",0,0,3,8,2310,0,2011,0,"98042",47.3737,-122.164,2310,7140 +"0476000118","20141212T000000",479950,2,2.25,1360,1336,"3",0,0,3,8,1360,0,2008,0,"98107",47.6714,-122.392,1280,1295 +"2909310060","20150109T000000",319000,4,2.5,2020,5100,"2",0,0,3,7,2020,0,2010,0,"98023",47.2822,-122.357,2300,5685 +"0832700240","20141003T000000",325000,3,1.5,1270,1067,"3",0,0,3,8,1270,0,2009,0,"98133",47.7236,-122.353,1090,1118 +"1442880570","20140821T000000",505657,4,2.75,2790,8092,"2",0,0,3,8,2790,0,2013,0,"98045",47.4834,-121.773,2790,6154 +"9542840060","20150305T000000",340000,4,2.5,2320,4142,"2",0,0,3,7,2320,0,2010,0,"98038",47.3662,-122.019,2150,4140 +"0629650370","20150123T000000",250000,3,2.5,1750,6351,"2",0,0,3,7,1750,0,2012,0,"98001",47.2589,-122.256,1398,6092 +"7967000060","20140926T000000",349500,4,2.5,2030,4596,"2",0,0,3,8,2030,0,2014,0,"98001",47.3515,-122.275,2040,4705 +"3904100041","20150424T000000",290750,3,2.5,1270,865,"2",0,0,3,7,1080,190,2008,0,"98118",47.5351,-122.279,1630,7752 +"9268850860","20150505T000000",715000,5,3.25,2710,2356,"2",0,0,3,8,2230,480,2013,0,"98027",47.5394,-122.028,2160,2108 +"1454100127","20140811T000000",689950,4,2.75,2520,8433,"2",0,0,3,8,2520,0,2014,0,"98125",47.7214,-122.289,1890,7772 +"2856101290","20140924T000000",425000,2,2.5,1340,1263,"3",0,0,3,8,1340,0,2008,0,"98117",47.6788,-122.388,1510,1260 +"2767601872","20150119T000000",657000,2,3,1570,1281,"3",0,0,3,8,1570,0,2014,0,"98107",47.6741,-122.384,1570,2500 +"0255370570","20141120T000000",359950,4,3.5,2690,5564,"2",0,0,3,7,2690,0,2007,0,"98038",47.3537,-122.018,2210,4046 +"0301401370","20140731T000000",319900,4,2.75,2475,4276,"2",0,0,3,7,2475,0,2014,0,"98002",47.345,-122.21,2475,4000 +"1604601804","20150416T000000",532000,3,3.75,2260,2050,"2",0,0,3,9,1170,1090,2010,0,"98118",47.566,-122.29,2130,3082 +"6749700004","20150330T000000",291000,2,1,840,863,"3",0,0,3,8,840,0,2008,0,"98103",47.6974,-122.349,1110,1190 +"1806900499","20140721T000000",675000,3,3.25,1720,1330,"2",0,0,3,8,1030,690,2004,0,"98112",47.62,-122.309,1720,1520 +"7625703435","20150121T000000",885000,3,2.25,2940,6500,"3",0,0,3,9,2940,0,2014,0,"98136",47.5482,-122.388,1680,6500 +"7324900016","20141021T000000",1.45e+006,5,3.5,4170,9090,"2",0,0,3,10,4170,0,2008,0,"98004",47.5918,-122.196,1930,13635 +"3575303430","20141016T000000",780000,6,4.25,4310,10000,"2",0,0,3,8,2950,1360,2008,0,"98074",47.6214,-122.062,2100,10000 +"9492500140","20140712T000000",839950,4,2.75,3010,7200,"2",0,0,3,9,3010,0,2014,0,"98033",47.6948,-122.179,3010,7203 +"9268851670","20150424T000000",645000,3,2.5,2170,1984,"2.5",0,0,3,8,2170,0,2008,0,"98027",47.5401,-122.027,2150,1984 +"0301400830","20141223T000000",263000,3,2.5,1584,3200,"2",0,0,3,7,1584,0,2011,0,"98002",47.3451,-122.215,1584,2800 +"4310702918","20141030T000000",345000,2,2.25,1110,1290,"3",0,0,3,8,1110,0,2006,0,"98103",47.6968,-122.34,1360,1251 +"4305600240","20141125T000000",505000,4,2.5,2420,5006,"2",0,0,3,8,2420,0,2013,0,"98059",47.4795,-122.126,2750,5471 +"7169500200","20140903T000000",522500,2,2.25,1430,1210,"2",0,0,3,8,1340,90,2005,0,"98115",47.6765,-122.301,1430,1016 +"3943600070","20140811T000000",400000,3,2.5,2393,4788,"2",0,0,3,8,2393,0,2012,0,"98055",47.4517,-122.204,2439,5477 +"1048000060","20140619T000000",543000,3,2.25,1240,949,"3",0,0,3,8,1240,0,2008,0,"98103",47.6488,-122.334,1310,1140 +"3449500045","20141013T000000",495000,4,2.5,2980,12075,"1",0,0,3,8,1910,1070,2007,0,"98056",47.5074,-122.172,2240,12075 +"1438000200","20140911T000000",549995,4,3.5,2970,6587,"2",0,0,3,8,2260,710,2014,0,"98059",47.4776,-122.122,2970,5690 +"5424100030","20150211T000000",327555,3,2.5,2329,5720,"2",0,0,3,8,2329,0,2010,0,"98030",47.362,-122.2,2197,5720 +"7853270710","20150409T000000",690000,5,3.25,3340,9075,"2",0,0,3,8,2600,740,2005,0,"98065",47.5446,-121.88,2770,6646 +"9161100075","20150318T000000",673000,4,2.25,2580,2875,"2",0,0,3,9,2580,0,2015,0,"98116",47.5674,-122.392,1290,5750 +"1085622860","20140721T000000",384435,3,2.5,2029,3906,"2",0,0,3,9,2029,0,2014,0,"98003",47.341,-122.18,2029,3920 +"9578090240","20140815T000000",780000,4,2.75,3430,6500,"2",0,0,3,9,3050,380,2006,0,"98052",47.7079,-122.106,3070,6802 +"4083306045","20141029T000000",1.375e+006,5,3.75,3330,5042,"2",0,2,3,9,2470,860,2014,0,"98103",47.6497,-122.339,1780,3990 +"6666830320","20150324T000000",950968,5,3.5,3220,5081,"2",0,0,3,8,3220,0,2013,0,"98052",47.7048,-122.111,2970,5753 +"8562780160","20150329T000000",334950,2,2.25,1240,750,"2",0,0,3,7,1150,90,2008,0,"98027",47.5322,-122.073,1240,750 +"2767704603","20140609T000000",489000,3,3.5,1500,1249,"2",0,0,3,8,1240,260,2004,0,"98107",47.6727,-122.373,1440,1850 +"5631500292","20150420T000000",600000,3,3,3530,8345,"2",0,0,3,10,3530,0,2006,0,"98028",47.7338,-122.234,1940,9600 +"2424039036","20140822T000000",282000,3,2.25,1260,915,"2",0,0,3,8,1020,240,2007,0,"98106",47.555,-122.363,1260,1056 +"2867300030","20140801T000000",442000,4,4,4168,8485,"2",0,0,3,10,3222,946,2007,0,"98023",47.3029,-122.387,4362,8100 +"6661200260","20150512T000000",220000,2,1.5,1030,2850,"2",0,0,3,7,1030,0,1995,0,"98038",47.3845,-122.039,1030,3000 +"7238000240","20150218T000000",489000,3,2.5,3080,5598,"2",0,0,3,8,3080,0,2006,0,"98055",47.4372,-122.206,3080,5303 +"4051150070","20141223T000000",250000,3,1.5,1072,4339,"2",0,0,3,7,1072,0,2009,0,"98042",47.386,-122.162,1443,4341 +"1442880320","20140724T000000",484259,4,2.75,2790,5000,"2",0,0,3,8,2790,0,2014,0,"98045",47.4831,-121.773,2620,5527 +"3616600003","20150302T000000",1.68e+006,3,2.5,4090,16972,"2",0,2,3,11,3590,500,2007,0,"98177",47.7258,-122.37,3740,16972 +"3862710030","20150424T000000",450000,3,2.5,1800,4357,"2",0,0,3,8,1800,0,2013,0,"98065",47.5337,-121.841,1800,3663 +"9828201361","20141114T000000",299000,2,1.5,830,1276,"2",0,0,3,7,830,0,2005,0,"98122",47.6175,-122.297,1540,1484 +"4019500030","20141029T000000",450000,3,2.5,2280,4557,"2",0,0,3,8,2280,0,2010,0,"98028",47.7733,-122.266,2070,4610 +"3630240140","20150123T000000",585000,4,3,2110,1286,"2",0,0,3,9,1710,400,2007,0,"98029",47.5444,-122.014,2000,1286 +"5695000270","20141103T000000",660000,3,2.25,1570,1680,"3",0,0,3,8,1570,0,2014,0,"98103",47.6585,-122.348,1290,1870 +"2349300069","20140512T000000",301500,2,1.5,830,1333,"2",0,0,3,7,830,0,2005,0,"98136",47.5506,-122.381,1120,4822 +"6790830060","20140915T000000",949950,4,3.75,4120,8258,"2",0,0,3,10,4120,0,2012,0,"98075",47.5872,-122.055,3730,8332 +"3630200640","20141030T000000",759990,4,2.5,2540,5760,"2",0,0,3,9,2540,0,2009,0,"98029",47.5405,-121.993,2580,3600 +"7967000160","20150316T000000",355000,4,2.75,2050,4000,"2",0,0,3,8,2050,0,2014,0,"98001",47.3522,-122.275,2050,4000 +"9492500160","20140723T000000",889950,4,2.75,3080,7242,"2",0,0,3,9,3080,0,2014,0,"98033",47.6948,-122.178,3010,7205 +"9268851740","20140701T000000",629800,3,2.5,2390,1984,"2",0,0,3,8,2220,170,2008,0,"98027",47.5405,-122.027,2150,1984 +"3342100421","20150424T000000",745000,4,2.5,3170,5100,"2",0,0,3,9,3170,0,2012,0,"98056",47.5187,-122.208,1580,5100 +"6362900138","20141103T000000",379900,2,1.5,1240,1331,"2",0,0,3,7,1050,190,2007,0,"98144",47.5959,-122.298,1250,1431 +"9358001422","20141114T000000",335000,3,2.5,1090,1139,"2",0,0,3,8,960,130,2009,0,"98126",47.5664,-122.369,1400,1348 +"7853280350","20140512T000000",809000,5,4.5,4630,6324,"2",0,0,3,9,3210,1420,2006,0,"98065",47.5382,-121.86,4420,6790 +"7853361420","20140826T000000",569950,4,2.5,3230,5899,"2",0,0,3,8,3230,0,2012,0,"98065",47.515,-121.869,2720,5899 +"7852120030","20140808T000000",723000,4,3.5,3510,9263,"2",0,0,3,10,3510,0,2001,0,"98065",47.5413,-121.877,3690,10417 +"0731500320","20141110T000000",282000,4,2.5,1785,2552,"2",0,0,3,8,1785,0,2009,0,"98030",47.3582,-122.2,1691,2700 +"6056100102","20141030T000000",569900,5,3.25,2360,3873,"2",0,0,3,8,1990,370,2006,0,"98108",47.5635,-122.299,1720,3071 +"1823049179","20150121T000000",385000,4,2,2340,9716,"1",0,0,3,7,2340,0,2009,0,"98146",47.4842,-122.347,1180,13500 +"9268850030","20140707T000000",420000,3,2.25,1620,1075,"3",0,0,3,8,1540,80,2009,0,"98027",47.5405,-122.026,1620,1237 +"9831200159","20140806T000000",2.25e+006,3,3.25,3890,3452,"2",0,0,3,12,2890,1000,2006,0,"98102",47.626,-122.323,2860,2199 +"8924100370","20140915T000000",1.205e+006,4,3.5,3590,5335,"2",0,2,3,9,3140,450,2006,0,"98115",47.6762,-122.267,2100,6250 +"8669150700","20141208T000000",292000,4,3,1984,4460,"2",0,0,3,7,1984,0,2012,0,"98002",47.3532,-122.211,2095,3402 +"0889000024","20150316T000000",645000,3,2.25,1640,1023,"3",0,0,3,8,1640,0,2014,0,"98105",47.6636,-122.319,1720,1960 +"9268850350","20150319T000000",304500,4,2,1350,942,"3",0,0,3,7,1350,0,2008,0,"98027",47.5394,-122.026,1390,942 +"2619950310","20150507T000000",489500,4,3.5,2730,5707,"2",0,0,3,8,2000,730,2011,0,"98019",47.7327,-121.965,2430,5899 +"7430200060","20150424T000000",1.583e+006,4,4,5610,11063,"3",0,0,3,11,4750,860,2006,0,"98074",47.65,-122.065,4560,11063 +"5100400251","20150106T000000",390000,2,1,962,1992,"2",0,0,3,7,962,0,2012,0,"98115",47.6911,-122.313,1130,1992 +"2597490030","20141002T000000",815000,4,3.5,3040,4006,"2",0,0,3,8,2350,690,2013,0,"98029",47.5439,-122.011,2050,4000 +"3655500030","20150403T000000",719000,3,3.5,2540,10578,"2",0,1,3,9,2010,530,2014,0,"98006",47.547,-122.192,3240,9831 +"3751600784","20150403T000000",331210,4,2.5,2240,4800,"2",0,0,3,8,2240,0,2014,0,"98001",47.2911,-122.266,2240,5040 +"6781200013","20140507T000000",245000,3,1.5,1260,1270,"2",0,0,3,7,1040,220,2005,0,"98133",47.7111,-122.331,1260,1472 +"2619950060","20140909T000000",465000,5,4,3210,7200,"2",0,0,3,8,2410,800,2011,0,"98019",47.7329,-121.966,2750,7200 +"9523100731","20140930T000000",580000,3,2.5,1620,1171,"3",0,4,3,8,1470,150,2008,0,"98103",47.6681,-122.355,1620,1505 +"9272201318","20150414T000000",540000,3,2,1580,1972,"2.5",0,2,3,8,1180,400,2007,0,"98116",47.5903,-122.386,1500,1908 +"5676000004","20141118T000000",399000,3,2.5,1430,1250,"3",0,0,3,7,1430,0,2007,0,"98103",47.6904,-122.342,1360,1269 +"8091670070","20140804T000000",328000,4,2.5,1850,5388,"2",0,0,3,8,1850,0,2009,0,"98038",47.3494,-122.041,2140,5086 +"7853380570","20150511T000000",701000,4,2.5,3340,5314,"2",0,0,3,10,3340,0,2010,0,"98065",47.5167,-121.885,3220,5500 +"8091670200","20141022T000000",408000,3,2.75,2670,4800,"2",0,0,3,8,2670,0,2014,0,"98038",47.3483,-122.042,2340,5000 +"8084900160","20150212T000000",2.6411e+006,5,4.25,4660,16200,"2",0,2,3,11,4660,0,2005,0,"98004",47.6326,-122.216,3340,16200 +"1498300875","20140814T000000",445000,3,2.5,1550,930,"2",0,0,3,8,1060,490,2006,0,"98144",47.5857,-122.314,1550,1301 +"7853270200","20141021T000000",672500,4,2.5,3470,6651,"2",0,0,3,9,3470,0,2005,0,"98065",47.5426,-121.879,2730,6179 +"9211010320","20140709T000000",538000,3,2.5,3010,7014,"2",0,0,3,8,3010,0,2009,0,"98059",47.4949,-122.149,3030,6180 +"2867300160","20140904T000000",450000,5,3.5,3931,9497,"2",0,0,3,10,2650,1281,2014,0,"98023",47.3008,-122.386,3510,9497 +"3278605570","20140619T000000",362500,3,2.5,1800,2700,"2",0,0,3,8,1800,0,2011,0,"98126",47.5458,-122.369,1380,1200 +"4310702858","20141015T000000",414950,3,2.5,1570,1551,"3",0,0,3,8,1570,0,2008,0,"98103",47.6961,-122.341,1570,1705 +"2838000030","20150127T000000",679950,3,2.5,2230,3939,"2",0,0,3,8,2230,0,2014,0,"98133",47.73,-122.335,2230,4200 +"1673000240","20141112T000000",290000,4,2.5,2423,7292,"2",0,0,3,8,2423,0,2005,0,"98023",47.3227,-122.37,2495,7489 +"7899800791","20141023T000000",230000,3,2,1160,1174,"2",0,0,3,7,790,370,2007,0,"98106",47.5225,-122.357,1160,994 +"8682320160","20150220T000000",439950,2,2,1440,4666,"1",0,0,3,8,1440,0,2010,0,"98053",47.709,-122.019,1510,4595 +"8155870200","20140522T000000",349900,4,2.5,2052,3723,"2",0,0,3,8,2052,0,2014,0,"98003",47.2824,-122.295,2052,5250 +"2858600083","20141222T000000",550000,5,2.5,2780,9272,"2",0,0,3,8,2780,0,2014,0,"98126",47.5168,-122.378,1150,8460 +"2391601195","20150430T000000",1.05e+006,4,4.25,3720,5750,"2",0,2,3,9,2960,760,2006,0,"98116",47.5632,-122.399,2550,5750 +"0976000903","20150319T000000",655000,2,2.25,1460,1851,"2",0,0,3,9,1180,280,2014,0,"98119",47.6461,-122.362,1800,4269 +"7904700128","20141110T000000",385000,3,3.5,1370,1540,"2",0,0,3,8,1100,270,2006,0,"98116",47.5638,-122.388,1370,915 +"5609000311","20150410T000000",729999,6,4.5,3600,6110,"2",0,0,3,9,2510,1090,2012,0,"98118",47.5687,-122.291,1360,5800 +"1972201963","20140616T000000",523950,3,2.25,1420,1282,"3",0,0,3,8,1420,0,2006,0,"98103",47.6533,-122.346,1530,1280 +"9272201704","20140512T000000",369000,2,2.5,980,895,"2",0,0,3,8,670,310,2009,0,"98116",47.5874,-122.386,980,899 +"8648900060","20140505T000000",509900,3,2.5,1790,2700,"2",0,0,3,8,1790,0,2010,0,"98027",47.564,-122.093,1890,3078 +"3832050890","20140715T000000",282000,3,2.5,2010,5399,"2",0,0,3,7,2010,0,2006,0,"98042",47.3338,-122.052,2280,5141 +"0255450340","20140827T000000",387865,3,2.5,2370,4200,"2",0,0,3,8,2370,0,2014,0,"98038",47.3696,-122.018,2370,4200 +"2172000890","20141120T000000",385000,4,2.5,2560,6238,"2",0,0,3,8,2560,0,2007,0,"98178",47.4899,-122.255,2560,6240 +"6127010320","20140609T000000",536000,3,2.5,1900,6224,"2",0,0,3,7,1900,0,2005,0,"98075",47.5941,-122.004,2260,5450 +"2810100023","20140625T000000",395000,2,2.25,1350,1493,"2",0,0,3,8,1050,300,2007,0,"98136",47.5421,-122.388,1250,1202 +"8011100125","20141117T000000",545000,4,2.75,2650,6717,"2",0,0,3,10,2650,0,2014,0,"98056",47.4947,-122.171,2740,7923 +"7852090390","20150413T000000",715000,4,2.5,3020,7035,"2",0,4,3,9,3020,0,2001,0,"98065",47.5344,-121.874,3020,6771 +"3630080070","20140710T000000",348000,3,2.5,1500,2255,"2",0,0,3,7,1500,0,2005,0,"98029",47.5538,-121.997,1440,2040 +"9126100765","20140801T000000",455000,3,1.75,1320,1014,"3",0,0,3,9,1320,0,2015,0,"98122",47.6047,-122.305,1380,1495 +"7853380510","20140603T000000",575000,4,2.75,3120,7644,"2",0,0,3,10,3120,0,2010,0,"98065",47.5156,-121.884,2980,6050 +"0993000136","20141007T000000",449950,3,2.25,1540,1270,"3",0,0,3,7,1540,0,2014,0,"98103",47.6935,-122.341,1230,1454 +"3278604510","20140625T000000",364000,3,2.5,1800,2790,"2",0,0,3,8,1800,0,2011,0,"98126",47.5455,-122.371,1580,2036 +"2937300060","20141201T000000",932990,4,2.5,3640,6389,"2",0,0,3,9,3640,0,2014,0,"98052",47.7049,-122.123,3570,6303 +"9510860060","20140627T000000",710000,3,2.5,2440,4153,"2",0,0,3,9,2440,0,2003,0,"98052",47.665,-122.087,2030,4143 +"0293070310","20150213T000000",949990,4,4,3970,7314,"2",0,0,3,9,3970,0,2014,0,"98074",47.6173,-122.056,3560,5258 +"0255450400","20140731T000000",326989,3,2.5,2060,4200,"2",0,0,3,8,2060,0,2014,0,"98038",47.3706,-122.017,2370,4200 +"3845100140","20140708T000000",335606,3,2.5,2538,4600,"2",0,0,3,8,2538,0,2013,0,"98092",47.2584,-122.196,2570,4800 +"3758900075","20140507T000000",1.5325e+006,5,4.5,4270,8076,"2",0,0,3,11,3400,870,2007,0,"98033",47.699,-122.206,4100,10631 +"3395071610","20141126T000000",299950,3,2.5,1320,3150,"2",0,0,3,7,1320,0,2005,0,"98118",47.5328,-122.282,1390,1725 +"9477580030","20141014T000000",962000,4,2.75,3340,5700,"2",0,0,3,11,3340,0,2013,0,"98059",47.5059,-122.146,3340,6940 +"8138870060","20140813T000000",395825,2,2.5,1590,1679,"2",0,0,3,8,1590,0,2012,0,"98029",47.5449,-122.011,1590,1680 +"7237450030","20141014T000000",419354,5,2.75,2710,4500,"2",0,0,3,8,2710,0,2014,0,"98038",47.3547,-122.062,2710,4626 +"3767300041","20140826T000000",920000,4,2.75,3140,7258,"2",0,1,3,10,3140,0,2006,0,"98034",47.7064,-122.232,2990,13600 +"0291310370","20140829T000000",366000,3,2.25,1445,1028,"2",0,0,3,7,1300,145,2005,0,"98027",47.5339,-122.067,1445,1377 +"7853361230","20140516T000000",480000,4,2.5,2430,5000,"2",0,0,3,7,2430,0,2009,0,"98065",47.515,-121.873,2430,5441 +"7904700126","20141120T000000",388000,3,3.25,1370,915,"2",0,0,3,8,1100,270,2006,0,"98116",47.5639,-122.388,1370,1146 +"8085400376","20150421T000000",2.32e+006,4,3.5,5050,9520,"2",0,0,3,11,3610,1440,2007,0,"98004",47.6364,-122.209,2430,9248 +"9828702851","20150121T000000",730000,3,2.5,1860,1290,"2",0,0,3,9,1240,620,2010,0,"98122",47.6179,-122.301,1710,1525 +"8562710550","20140521T000000",950000,5,3.75,5330,6000,"2",0,2,3,10,3570,1760,2006,0,"98027",47.5401,-122.073,4420,5797 +"3278613210","20140728T000000",358990,3,3.25,1710,2171,"2",0,0,3,7,1400,310,2014,0,"98106",47.5434,-122.368,1380,1300 +"7694200340","20141016T000000",398651,4,2.5,2650,4120,"2",0,0,3,8,2650,0,2014,0,"98146",47.5019,-122.34,2030,3768 +"1839500055","20141114T000000",530000,4,2.5,2590,7891,"2",0,0,3,9,2590,0,2006,0,"98056",47.5055,-122.194,1400,7891 +"3448900320","20140723T000000",610360,4,2.5,2610,5562,"2",0,0,3,9,2610,0,2013,0,"98056",47.5137,-122.169,2720,7400 +"9267200226","20140502T000000",436110,3,2.5,1770,1235,"3",0,0,3,8,1600,170,2007,0,"98103",47.6965,-122.342,1680,1203 +"2895730070","20140620T000000",925000,4,2.75,3730,8014,"2",0,0,3,10,3730,0,2012,0,"98074",47.6036,-122.059,3670,8279 +"2970800105","20150313T000000",449950,4,2.5,2420,5244,"2",0,0,3,9,2420,0,2007,0,"98166",47.4729,-122.35,1400,5250 +"0325059277","20140527T000000",760000,4,2.5,3330,7399,"2",0,0,3,9,3330,0,2009,0,"98052",47.679,-122.153,2640,8601 +"6817750140","20140708T000000",293000,3,2.25,1910,3481,"2",0,0,3,8,1910,0,2009,0,"98055",47.4293,-122.188,1714,3177 +"8682320640","20150212T000000",695000,2,2.5,2170,7665,"1",0,2,3,8,2170,0,2013,0,"98053",47.7112,-122.019,2300,7100 +"8669180390","20140604T000000",285000,3,2.5,2437,5136,"2",0,0,3,7,2437,0,2011,0,"98002",47.3517,-122.21,2437,4614 +"4233600260","20141230T000000",1.25578e+006,5,4,4180,12042,"2",0,0,3,10,4180,0,2014,0,"98075",47.5959,-122.014,1800,6052 +"3278611600","20140714T000000",379900,3,2.5,1800,2791,"2",0,0,3,8,1800,0,2011,0,"98126",47.5442,-122.371,1580,2617 +"7787920160","20150427T000000",472000,5,2.5,2570,7412,"2",0,0,3,8,2570,0,2006,0,"98019",47.7265,-121.957,2890,8056 +"2517101200","20140707T000000",300000,4,2.5,2090,5195,"2",0,0,3,7,2090,0,2007,0,"98031",47.3986,-122.166,2090,5236 +"6181420200","20141120T000000",272000,4,2.5,2789,3960,"2",0,0,3,7,2789,0,2007,0,"98001",47.3059,-122.28,2547,3960 +"3845100550","20141120T000000",418395,4,2.5,2906,5893,"2",0,0,3,9,2906,0,2014,0,"98092",47.2599,-122.192,2680,4950 +"7853321180","20141222T000000",465000,5,2.5,2550,6405,"2",0,0,3,7,2550,0,2008,0,"98065",47.5191,-121.869,2190,5900 +"7502800030","20140716T000000",659950,4,2.75,3550,9400,"2",0,0,3,9,3550,0,2014,0,"98059",47.4827,-122.131,3550,9421 +"3869900139","20150107T000000",484950,3,2.25,1590,926,"3",0,0,3,8,1590,0,2014,0,"98136",47.5402,-122.387,1640,1321 +"1332700200","20150426T000000",359000,3,2.25,1950,1968,"2",0,0,4,7,1160,790,1979,0,"98056",47.5179,-122.195,1950,1968 +"9211010260","20140617T000000",519000,4,2.5,3250,4500,"2",0,0,3,8,3250,0,2009,0,"98059",47.4944,-122.149,3030,4518 +"4100500070","20140527T000000",1.71e+006,5,4.5,4590,14685,"2",0,0,3,10,4590,0,2009,0,"98033",47.664,-122.2,3030,9486 +"7708210070","20140617T000000",535000,4,2.75,3070,7201,"2",0,0,3,9,3070,0,2006,0,"98059",47.4897,-122.147,2880,8364 +"7853270520","20150409T000000",622950,4,3.25,3030,7644,"2",0,0,3,8,2830,200,2006,0,"98065",47.5457,-121.881,3400,6908 +"5126300060","20140811T000000",515000,3,2.5,2610,5845,"2",0,0,3,8,2610,0,2005,0,"98059",47.4821,-122.142,2810,5000 +"2517000260","20140522T000000",330000,4,3.5,3150,6202,"2",0,0,3,7,3150,0,2005,0,"98042",47.3993,-122.162,2950,5940 +"0832700270","20150213T000000",318000,3,1.5,1240,983,"3",0,0,3,8,1240,0,2009,0,"98133",47.7235,-122.353,1240,1026 +"3022800260","20141007T000000",439000,3,2.5,1680,2801,"2",0,0,3,7,1680,0,2011,0,"98011",47.745,-122.181,1920,2723 +"0254000241","20150324T000000",540000,3,2.5,2220,5279,"2",0,0,3,8,2220,0,2006,0,"98146",47.5132,-122.387,1610,5297 +"7237501370","20140717T000000",1.079e+006,4,3.25,4800,12727,"2",0,0,3,10,4800,0,2011,0,"98059",47.5311,-122.134,4750,13602 +"0662440030","20150326T000000",435000,4,2.5,3100,4699,"2",0,0,3,9,3100,0,2010,0,"98038",47.3785,-122.023,2450,5130 +"2524069078","20150122T000000",2.7e+006,4,4,7850,89651,"2",0,0,3,12,7850,0,2006,0,"98027",47.5406,-121.982,6210,95832 +"8895800200","20141017T000000",1.1e+006,4,2.75,3590,5625,"2",0,0,3,10,3590,0,2012,0,"98052",47.6959,-122.133,3590,5625 +"9268850160","20150206T000000",293467,4,2,1590,942,"3",0,0,3,7,1590,0,2008,0,"98027",47.54,-122.026,1390,942 +"7299600700","20150512T000000",328000,3,2.5,2242,4800,"2",0,0,3,8,2242,0,2013,0,"98092",47.2581,-122.2,2009,4800 +"0291310340","20140708T000000",550000,3,3.5,2490,3582,"2",0,0,3,8,1720,770,2005,0,"98027",47.5338,-122.067,1445,1590 +"2768100510","20150402T000000",649000,3,2,1530,1442,"3",0,0,3,9,1530,0,2015,0,"98107",47.6692,-122.372,1620,1456 +"1776230060","20140708T000000",435000,4,2.5,2150,3143,"2",0,0,3,7,2150,0,2010,0,"98059",47.5048,-122.154,2640,3200 +"1772600510","20140620T000000",625000,3,2.5,2440,4800,"2",0,0,3,10,2440,0,2014,0,"98106",47.5595,-122.365,1180,5480 +"8024200677","20150429T000000",415000,3,1.5,1270,1483,"3",0,0,3,8,1270,0,2007,0,"98115",47.6987,-122.317,1270,1413 +"0982850060","20140603T000000",400000,3,2.25,1450,4706,"2",0,0,3,7,1450,0,2009,0,"98028",47.761,-122.232,1490,4667 +"7518506715","20140506T000000",979000,3,2.5,2690,4047,"3",0,0,3,10,2690,0,2014,0,"98117",47.6797,-122.385,2040,5000 +"7202280390","20150220T000000",625250,4,2.5,2755,4831,"2",0,0,3,7,2755,0,2003,0,"98053",47.685,-122.039,2510,4831 +"0710600160","20140909T000000",665000,4,3.5,2650,3474,"2",0,0,3,8,2230,420,2011,0,"98027",47.5377,-122.046,2330,3474 +"0952005525","20140627T000000",589500,3,3.25,2310,3075,"2",0,0,3,8,1730,580,2005,0,"98116",47.5644,-122.383,2310,3075 +"2487700274","20150309T000000",437000,2,3,1460,1452,"2",0,0,3,8,1140,320,2007,0,"98136",47.5224,-122.39,1460,1452 +"3449000060","20141001T000000",320000,3,1,1400,9000,"1",0,0,5,7,1400,0,1959,0,"98059",47.5022,-122.145,1440,8400 +"7830800473","20150114T000000",333500,3,2.5,2196,7475,"2",0,0,3,8,2196,0,2006,0,"98030",47.3803,-122.204,1860,6755 +"6056100370","20141124T000000",430000,3,2.25,2020,2750,"2",0,0,3,8,1680,340,2008,0,"98108",47.5633,-122.297,1720,1546 +"2126059295","20140805T000000",995500,5,4.5,4280,8465,"2",0,0,3,10,4280,0,2014,0,"98034",47.7325,-122.165,2990,11067 +"1442880340","20140603T000000",427874,3,3,2340,5002,"2",0,0,3,8,2340,0,2013,0,"98045",47.4831,-121.773,2790,5375 +"7694200070","20140521T000000",334990,4,2.5,2220,4228,"2",0,0,3,8,2220,0,2014,0,"98146",47.5014,-122.341,2220,4157 +"8562710640","20150211T000000",909500,4,4,4420,5940,"2",0,0,3,10,3410,1010,2006,0,"98027",47.5397,-122.072,4510,5797 +"3832050860","20150319T000000",210000,3,2,1580,4961,"2",0,0,3,7,1580,0,2006,0,"98042",47.3338,-122.053,2280,5000 +"2526059225","20150123T000000",952990,4,2.75,3550,6558,"2",0,0,3,9,3550,0,2013,0,"98052",47.7076,-122.115,3140,5617 +"1972200139","20150218T000000",622500,2,1.75,1510,851,"3",0,0,3,8,1420,90,2013,0,"98107",47.6536,-122.358,1300,1338 +"2768100186","20140618T000000",515000,3,3.5,1360,1419,"2",0,0,3,8,1040,320,2007,0,"98107",47.6697,-122.371,1560,1977 +"6791400070","20150126T000000",350000,3,2.5,2040,13590,"2",0,0,3,8,2040,0,2009,0,"98042",47.3122,-122.04,1850,12485 +"0424049284","20141016T000000",310000,1,1.5,1120,912,"3",0,0,3,7,1120,0,2011,0,"98144",47.5924,-122.299,1380,3200 +"7853280550","20140528T000000",700000,4,3.5,4490,5099,"2",0,0,3,9,3390,1100,2006,0,"98065",47.5394,-121.861,4290,5537 +"7768800270","20140715T000000",907687,4,2.5,3560,6786,"2",0,0,3,9,2930,630,2014,0,"98075",47.5756,-122.071,3560,5886 +"8682320350","20140709T000000",741500,2,2.5,2150,5760,"1",0,0,3,8,2150,0,2010,0,"98053",47.7094,-122.018,1640,4680 +"1776460140","20140724T000000",395000,3,2.5,2130,5088,"2",0,0,3,8,1840,290,2011,0,"98019",47.7329,-121.976,2130,5762 +"5045700400","20150223T000000",559950,5,2.75,2990,6370,"2",0,0,3,8,2990,0,2014,0,"98059",47.4853,-122.154,2730,5740 +"3356402702","20140725T000000",215000,4,2.5,1847,8000,"2",0,0,3,7,1847,0,2008,0,"98001",47.2872,-122.257,1847,8000 +"2140950160","20150222T000000",390000,4,2.5,2610,7227,"2",0,0,3,9,2610,0,2011,0,"98010",47.314,-122.023,2630,7421 +"2621069017","20150303T000000",425000,3,2.25,1670,107157,"1",0,0,3,7,1670,0,2007,0,"98022",47.2743,-122.009,3310,108900 +"1422069070","20150507T000000",472000,3,2.5,1860,415126,"2",0,0,3,7,1860,0,2006,0,"98038",47.3974,-122.005,2070,54014 +"2579500181","20150407T000000",1.33e+006,4,3.5,3440,9776,"2",0,0,3,10,3440,0,2006,0,"98040",47.5374,-122.216,2400,11000 +"7852120140","20140610T000000",695000,4,3.5,3510,9364,"2",0,0,3,10,3510,0,2001,0,"98065",47.54,-121.876,3510,9161 +"9274200324","20150120T000000",545000,3,2.5,1740,1279,"3",0,0,3,8,1740,0,2008,0,"98116",47.589,-122.387,1740,1280 +"0422000075","20140711T000000",389950,4,2.5,2240,5500,"2",0,0,3,8,2240,0,2013,0,"98056",47.496,-122.169,700,5500 +"0263000253","20150330T000000",380000,3,2.25,1550,1485,"3",0,0,3,8,1550,0,2011,0,"98103",47.6989,-122.346,1550,1480 +"9268850140","20141117T000000",288790,4,2,1390,745,"3",0,0,3,7,1390,0,2008,0,"98027",47.5401,-122.026,1390,942 +"9306500200","20150401T000000",432500,3,3,2500,6000,"2",0,0,3,8,2500,0,2012,0,"98058",47.4408,-122.161,2130,6000 +"8562770350","20141206T000000",615000,3,3.5,2710,3326,"2",0,0,3,8,1650,1060,2005,0,"98027",47.5371,-122.073,2280,2738 +"2026049326","20140707T000000",500000,3,2.5,1720,3012,"2",0,0,3,9,1720,0,2011,0,"98133",47.7312,-122.334,1720,7658 +"9126101090","20140531T000000",615000,3,2.25,1760,1146,"3",0,0,3,9,1760,0,2014,0,"98122",47.6073,-122.304,1346,3472 +"2888000030","20140926T000000",500000,4,2.25,2270,8196,"1",0,0,5,7,1150,1120,1963,0,"98034",47.7214,-122.227,1920,10122 +"8032700075","20141015T000000",622000,3,3.5,1690,1765,"2",0,0,3,8,1370,320,2006,0,"98103",47.6536,-122.34,1690,1694 +"7853440140","20150409T000000",802945,5,3.5,4000,9234,"2",0,0,3,9,4000,0,2015,0,"98024",47.5265,-121.887,3690,6600 +"1245003330","20140731T000000",1.26e+006,4,2.5,2880,9003,"2",0,0,3,10,2880,0,2008,0,"98033",47.6844,-122.199,2640,8126 +"1176001124","20150224T000000",598950,3,2.5,1480,1531,"3",0,0,3,8,1480,0,2014,0,"98107",47.669,-122.402,1530,1321 +"7853360990","20150102T000000",430000,3,2.5,1950,4949,"2",0,0,3,7,1950,0,2009,0,"98065",47.5155,-121.87,2200,5740 +"7853320030","20141124T000000",515000,4,2.75,2700,5150,"2",0,0,3,9,2700,0,2009,0,"98065",47.5209,-121.874,2700,5747 +"7576200012","20140717T000000",1.262e+006,2,3,2210,3917,"2",0,0,3,10,1500,710,2008,0,"98122",47.6166,-122.291,1720,3933 +"7207900030","20140609T000000",400000,4,3.5,2370,3692,"2.5",0,0,3,8,2370,0,2013,0,"98056",47.5044,-122.17,2520,5425 +"0952006827","20150422T000000",390000,3,2.5,1310,1254,"2",0,0,3,7,850,460,2007,0,"98116",47.5622,-122.384,1310,1372 +"7853321090","20141001T000000",450000,3,2.5,2410,4293,"2",0,0,3,7,2410,0,2007,0,"98065",47.5196,-121.869,2190,5900 +"1042700060","20140516T000000",804995,5,1.5,3360,5402,"2",0,0,3,9,3360,0,2014,0,"98074",47.6067,-122.053,3360,5415 +"2597490140","20150326T000000",825000,4,3.25,3040,4155,"2",0,0,3,8,2350,690,2013,0,"98029",47.5429,-122.012,2680,4000 +"7852130800","20140513T000000",435000,4,2.25,2140,6355,"2",0,0,3,7,2140,0,2002,0,"98065",47.5367,-121.88,2480,5746 +"7625702967","20140609T000000",398000,3,2.5,1720,1715,"2",0,0,3,7,1240,480,2004,0,"98136",47.5481,-122.384,1610,1626 +"3845100640","20140605T000000",411605,4,2.5,2658,3960,"2",0,0,3,9,2658,0,2014,0,"98092",47.2603,-122.194,2578,4200 +"1773100922","20141208T000000",315000,3,3.25,1480,983,"2",0,0,3,8,1180,300,2013,0,"98106",47.5555,-122.363,1330,1062 +"2770602493","20141120T000000",455000,2,2,1350,1209,"3",0,0,3,8,1350,0,2013,0,"98199",47.649,-122.383,1310,982 +"0475000187","20150501T000000",452950,3,2.5,1150,1194,"2",0,0,3,8,1020,130,2006,0,"98107",47.6684,-122.365,1450,1714 +"6056100383","20140520T000000",380000,3,1.75,1690,1468,"2",0,0,3,8,1380,310,2008,0,"98108",47.563,-122.297,1690,1936 +"6056111370","20141124T000000",340000,2,1.75,1270,1916,"2",0,0,3,8,1270,0,2012,0,"98108",47.5648,-122.294,1140,1916 +"9578500510","20141103T000000",409950,3,2.5,2655,5080,"2",0,0,3,8,2655,0,2013,0,"98023",47.2972,-122.348,2879,5232 +"9828701488","20150504T000000",360000,2,1,880,1165,"2",0,0,3,8,880,0,2005,0,"98122",47.6192,-122.297,1640,3825 +"6600000217","20150403T000000",1.595e+006,4,4.25,4645,7757,"2",0,0,3,10,3855,790,2006,0,"98112",47.6248,-122.29,2150,6970 +"8024200685","20140520T000000",440000,3,1.5,1270,1443,"3",0,0,3,8,1270,0,2007,0,"98115",47.699,-122.317,1270,1413 +"2923039264","20140910T000000",730000,2,1.75,1728,95950,"1",0,3,3,9,1728,0,2012,0,"98070",47.4579,-122.443,1720,35735 +"8073900070","20140522T000000",408000,3,2.25,1950,7221,"1",0,0,4,8,1950,0,2006,0,"98188",47.431,-122.285,2310,8125 +"2419700030","20140825T000000",820000,4,2.5,3170,3862,"3",0,0,3,8,3170,0,2008,0,"98034",47.6705,-122.145,2840,4181 +"9396700024","20140731T000000",360000,2,2.5,1233,1244,"2",0,0,3,7,963,270,2007,0,"98136",47.5533,-122.381,1230,1300 +"3845100160","20140620T000000",339990,3,2.5,2570,4600,"2",0,0,3,8,2570,0,2014,0,"98092",47.2582,-122.196,2570,5000 +"9126100814","20141008T000000",515000,3,2,1560,1020,"3",0,0,3,8,1560,0,2014,0,"98122",47.605,-122.304,1560,1728 +"1982201595","20150121T000000",541000,3,1.75,1630,1166,"2",0,0,3,8,1020,610,2013,0,"98107",47.6646,-122.367,1420,1670 +"8151600973","20150406T000000",375000,4,2.5,2510,7245,"2",0,0,3,9,2510,0,2007,0,"98146",47.5096,-122.363,1830,8900 +"2722059322","20141020T000000",320000,4,2.5,2223,5780,"2",0,0,3,8,2223,0,2010,0,"98042",47.3586,-122.157,1690,7766 +"8562780090","20150227T000000",325000,2,2.25,1230,1058,"2",0,0,3,7,1160,70,2008,0,"98027",47.5325,-122.073,1240,817 +"3346300356","20150318T000000",740000,5,2.75,3050,7520,"2",0,0,3,8,3050,0,2014,0,"98056",47.5245,-122.184,2180,10800 +"7237450600","20141030T000000",450000,5,2.75,2710,6220,"2",0,0,3,8,2710,0,2014,0,"98038",47.3555,-122.061,2530,4759 +"8944550100","20140723T000000",455000,4,2.5,2090,4400,"2",0,0,3,8,2090,0,2011,0,"98118",47.5403,-122.286,2090,3430 +"3438502437","20150203T000000",292500,3,2.5,1440,1068,"2",0,0,3,8,1160,280,2006,0,"98106",47.5393,-122.361,1580,1483 +"2423069039","20140806T000000",650000,3,2.5,2500,51836,"1",0,0,3,9,1510,990,2013,0,"98027",47.4694,-121.989,2270,54450 +"8011100047","20150306T000000",530000,4,2.75,2740,7872,"2",0,0,3,10,2740,0,2015,0,"98056",47.4954,-122.172,1220,6300 +"1042700300","20140804T000000",829995,5,3.25,3360,6120,"2",0,0,3,9,3360,0,2014,0,"98074",47.607,-122.053,3230,5398 +"1776460110","20141223T000000",395000,4,2.75,2280,5013,"2",0,0,3,8,2280,0,2009,0,"98019",47.7333,-121.976,2130,5121 +"0293070090","20140711T000000",859990,4,2.75,3520,5500,"2",0,0,3,9,3520,0,2014,0,"98074",47.6181,-122.056,3340,5500 +"7548301044","20140710T000000",342500,2,1.5,1320,826,"2",0,0,3,8,1100,220,2008,0,"98144",47.5879,-122.304,1340,1213 +"7203160090","20141205T000000",743000,4,2.75,3410,5838,"2",0,0,3,9,3410,0,2012,0,"98053",47.6931,-122.022,3420,7048 +"8096800110","20141215T000000",345000,3,2.25,2730,9388,"1",0,0,3,7,1390,1340,1975,0,"98030",47.3785,-122.185,2255,5701 +"3278600900","20141231T000000",443000,3,2.5,1780,2778,"2",0,0,3,8,1530,250,2007,0,"98126",47.5487,-122.372,1380,1998 +"4051150100","20140929T000000",260000,3,2.5,1427,4337,"2",0,0,3,7,1427,0,2009,0,"98042",47.3857,-122.162,1443,4347 +"0925059311","20140722T000000",810000,4,2.5,2910,6555,"2",0,0,3,9,2910,0,2005,0,"98033",47.6659,-122.172,2910,10419 +"4305600100","20141222T000000",570000,4,2.75,3250,5600,"2",0,0,3,8,3250,0,2011,0,"98059",47.4806,-122.125,2730,5667 +"2311400195","20150303T000000",1.5631e+006,5,3.5,3630,8100,"2",0,0,3,10,3630,0,2008,0,"98004",47.5951,-122.2,1730,8246 +"1732800194","20141113T000000",840000,2,2.5,1680,975,"3",0,0,3,9,1680,0,2009,0,"98119",47.6321,-122.361,1680,977 +"5015001452","20150414T000000",950000,3,2.5,2280,2296,"3",0,0,3,9,1890,390,2013,0,"98112",47.6256,-122.299,1390,4000 +"7853430690","20150127T000000",572800,3,2.5,3310,4682,"2",0,0,3,9,2380,930,2015,0,"98065",47.5201,-121.885,2660,5166 +"3821700038","20141001T000000",305000,3,3,1290,1112,"3",0,0,3,7,1290,0,2008,0,"98125",47.7282,-122.296,1230,9000 +"5078400215","20140730T000000",1.695e+006,5,4.75,3940,7067,"2",0,0,3,10,3230,710,2008,0,"98004",47.6232,-122.205,1910,7735 +"1773100315","20140827T000000",445000,4,2.5,2170,6000,"2",0,0,3,7,1630,540,2008,0,"98106",47.5589,-122.365,1720,5668 +"2224069165","20140902T000000",801000,4,3.5,3290,8059,"2",0,0,3,9,3290,0,2012,0,"98029",47.5573,-122.02,3290,10758 +"9510861140","20140714T000000",711000,3,2.5,2550,5376,"2",0,0,3,9,2550,0,2004,0,"98052",47.6647,-122.083,2250,4050 +"3277801431","20140827T000000",268500,3,2.25,1140,977,"2",0,0,3,7,850,290,2008,0,"98126",47.5439,-122.375,1140,976 +"1760650750","20141006T000000",320000,4,2.5,2300,3825,"2",0,0,3,7,2300,0,2012,0,"98042",47.3594,-122.082,2110,3825 +"1607100038","20140921T000000",500000,4,3.25,2670,5001,"1",0,0,3,9,1640,1030,2013,0,"98108",47.5666,-122.293,1610,5001 +"1862400176","20140505T000000",631625,4,2.5,2440,6651,"2",0,0,3,9,2440,0,2014,0,"98117",47.6971,-122.371,1350,7653 +"5457801833","20150127T000000",850000,2,2.5,1611,2210,"2",0,2,3,10,1611,0,2005,0,"98109",47.6291,-122.347,2070,2182 +"8562770110","20141027T000000",600000,3,3.5,2710,3290,"2",0,0,3,8,1650,1060,2006,0,"98027",47.5367,-122.072,2440,3290 +"2623039019","20140508T000000",988500,3,2.75,2015,16807,"2",1,4,3,9,2015,0,2007,0,"98166",47.45,-122.377,1780,12310 +"9578500690","20150327T000000",430236,4,3.25,3444,5166,"2",0,0,3,8,2714,730,2014,0,"98023",47.2966,-122.348,2848,5182 +"0711000110","20140915T000000",1.26652e+006,3,2.5,3060,9576,"2",0,0,3,10,3060,0,2005,0,"98004",47.5928,-122.199,3060,9579 +"2597490750","20150428T000000",689500,4,2.5,2050,2772,"2",0,0,3,8,2050,0,2013,0,"98029",47.5431,-122.011,1800,2886 +"6056100165","20141201T000000",175003,3,1.5,1390,1882,"2",0,0,3,7,1390,0,2014,0,"98108",47.5667,-122.297,1490,2175 +"2767603824","20140915T000000",459000,2,2.5,1240,1249,"3",0,0,3,8,1240,0,2006,0,"98107",47.6718,-122.386,1240,2500 +"7237550110","20150424T000000",1.18e+006,4,3.25,3750,74052,"2",0,0,3,10,3750,0,2013,0,"98053",47.658,-122.006,4920,74052 +"2325300037","20140902T000000",358000,3,3.25,1410,1442,"3",0,0,3,8,1360,50,2006,0,"98125",47.7183,-122.317,1500,1200 +"1085623710","20140714T000000",447055,4,2.5,2448,4949,"2",0,0,3,9,2448,0,2014,0,"98030",47.3428,-122.179,2815,5446 +"0774100475","20140627T000000",415000,3,2.75,2600,64626,"1.5",0,0,3,8,2600,0,2009,0,"98014",47.7185,-121.405,1740,64626 +"1489300215","20141013T000000",1.21e+006,4,3.25,3330,9000,"2",0,0,3,9,2870,460,2004,0,"98033",47.6836,-122.208,2550,6349 +"9828702902","20141021T000000",495000,2,2.25,1160,1010,"2",0,0,3,8,1000,160,2006,0,"98112",47.6207,-122.301,1200,1170 +"6371000100","20141120T000000",479000,2,2.25,1330,1380,"2",0,0,3,8,1060,270,2005,0,"98116",47.577,-122.41,1580,4802 +"2025069140","20150317T000000",1.898e+006,3,2.5,2830,4334,"3",1,4,3,10,2830,0,2006,0,"98074",47.6318,-122.071,2830,38211 +"2781280300","20141016T000000",249900,3,2.5,1610,3517,"2",0,0,3,8,1610,0,2005,0,"98055",47.4496,-122.189,1830,2889 +"9551201240","20141030T000000",1.465e+006,4,2.5,2800,4000,"2",0,0,3,9,2800,0,2011,0,"98103",47.6695,-122.339,1770,4200 +"2726059144","20150410T000000",1.037e+006,5,3.75,4570,10194,"2",0,0,3,11,4570,0,2006,0,"98034",47.718,-122.161,2040,7560 +"5363200100","20141020T000000",897000,4,2.5,2820,6120,"2",0,0,3,9,2820,0,2014,0,"98115",47.6911,-122.293,1510,6120 +"1725059330","20150327T000000",1.1e+006,4,2.5,2570,9470,"2",0,0,3,9,2570,0,2006,0,"98033",47.6548,-122.19,2570,10663 +"7234601140","20141113T000000",685000,3,2.25,1710,1193,"2",0,0,3,9,1140,570,2014,0,"98122",47.6173,-122.31,1510,1193 +"3057000300","20140930T000000",295000,3,1.5,1220,3286,"2",0,0,3,7,1220,0,1982,0,"98033",47.7168,-122.189,1220,2640 +"1972200553","20140804T000000",619000,3,2.25,1650,946,"3",0,0,3,8,1650,0,2014,0,"98103",47.6536,-122.354,1570,1283 +"6371000148","20141125T000000",439108,2,1.5,1130,1340,"2",0,0,3,8,910,220,2008,0,"98116",47.5761,-122.41,1310,1340 +"0301400850","20150220T000000",260000,3,2.25,1489,2800,"2",0,0,3,7,1489,0,2011,0,"98002",47.3452,-122.215,1584,3200 +"1123049232","20140606T000000",279000,5,2.5,2690,5557,"2",0,0,3,7,2690,0,2012,0,"98178",47.4914,-122.253,2090,10500 +"3654200037","20150330T000000",380000,3,2.25,1530,1305,"2",0,0,3,7,1116,414,2007,0,"98177",47.7034,-122.357,1320,1427 +"7299601790","20141107T000000",287000,3,2.5,1600,6315,"2",0,0,3,8,1600,0,2013,0,"98092",47.2611,-122.198,1608,4300 +"2771101921","20141211T000000",377000,2,1.5,1000,1251,"2",0,0,3,7,930,70,2006,0,"98199",47.6529,-122.384,1420,1187 +"3566800485","20150223T000000",649950,4,3.5,2440,3012,"3",0,1,3,8,2440,0,2005,0,"98117",47.6923,-122.392,1860,4650 +"2767601311","20141024T000000",445000,3,2.5,1260,1102,"3",0,0,3,8,1260,0,2007,0,"98107",47.675,-122.387,1320,2500 +"9137101696","20150504T000000",605000,3,2.5,1660,1692,"3",0,0,3,7,1610,50,2005,0,"98115",47.6801,-122.322,1210,1230 +"9528104345","20140923T000000",475000,3,2.25,1190,1137,"2",0,0,3,7,960,230,1999,0,"98115",47.677,-122.325,1190,1080 +"3753000100","20140828T000000",399000,3,3,1520,1884,"3",0,0,3,8,1520,0,2009,0,"98125",47.7176,-122.284,1360,1939 +"6798100690","20150420T000000",718000,5,2.75,3250,8100,"2",0,0,3,8,3250,0,2014,0,"98125",47.7133,-122.311,1270,8100 +"0148000475","20140528T000000",1.4e+006,4,3.25,4700,9160,"1",0,4,3,11,2520,2180,2005,0,"98116",47.5744,-122.406,2240,8700 +"3277801417","20140516T000000",341000,3,2.5,1480,1663,"2",0,0,3,9,1180,300,2012,0,"98126",47.5443,-122.375,1380,1537 +"8682320090","20140519T000000",818000,2,2.5,2380,9374,"1",0,2,3,8,2380,0,2011,0,"98053",47.7095,-122.019,1610,5000 +"9828701507","20141202T000000",759000,3,2.25,1640,1873,"3",0,0,3,8,1640,0,2014,0,"98112",47.6196,-122.297,1640,3920 +"3362400432","20140611T000000",547500,3,3.5,1650,2262,"3",0,0,3,8,1650,0,2010,0,"98103",47.6823,-122.347,1620,3166 +"0856000195","20140521T000000",2.7e+006,5,4.75,5305,8401,"2",0,2,3,11,3745,1560,2005,0,"98033",47.6864,-122.215,2960,7200 +"9396700028","20140722T000000",358000,2,2.5,1278,987,"2",0,0,3,7,1002,276,2007,0,"98136",47.5532,-122.381,1220,1287 +"8850000018","20141001T000000",412000,3,2.5,1200,813,"3",0,0,3,9,1200,0,2010,0,"98144",47.5894,-122.315,1750,4365 +"9524100207","20150130T000000",245000,2,1.5,690,1058,"2",0,0,3,7,690,0,2005,0,"98103",47.6951,-122.343,690,1058 +"1085623350","20141007T000000",460940,4,2.5,3202,4964,"2",0,0,3,9,3202,0,2014,0,"98030",47.3412,-122.179,2425,4886 +"7663700973","20140522T000000",321000,3,2.25,1347,1292,"3",0,0,3,7,1347,0,2010,0,"98125",47.7306,-122.291,1480,1865 +"7853420100","20140623T000000",633634,4,3.5,2960,6000,"2",0,0,3,9,2960,0,2014,0,"98065",47.5183,-121.886,2960,6000 +"1025039168","20140923T000000",290000,1,0.75,740,1284,"1",0,0,4,6,740,0,1928,0,"98107",47.6741,-122.406,1430,3988 +"0476000110","20150401T000000",445000,2,2.25,1200,1137,"3",0,0,3,7,1200,0,2007,0,"98107",47.6715,-122.392,1280,1295 +"2254100090","20150407T000000",887250,5,3.5,4320,7502,"2",0,0,3,9,3500,820,2012,0,"98056",47.5235,-122.168,3250,7538 +"8682320600","20140911T000000",739000,3,2.5,2310,7348,"1",0,3,3,8,2310,0,2010,0,"98053",47.7116,-122.019,2310,7153 +"9834201366","20141216T000000",429900,3,2,1490,1286,"3",0,0,3,8,1490,0,2014,0,"98144",47.57,-122.288,1420,1230 +"7625702451","20150106T000000",459000,3,2,1480,800,"2",0,0,3,8,1000,480,2014,0,"98136",47.5492,-122.387,1480,886 +"0301402120","20140625T000000",240000,3,2.25,1481,2820,"2",0,0,3,7,1481,0,2012,0,"98002",47.3457,-122.217,1481,3028 +"6382500076","20140910T000000",566950,3,3,1730,1902,"3",0,0,3,8,1730,0,2014,0,"98117",47.6944,-122.377,1830,1804 +"3758900259","20140507T000000",1.04e+006,4,3.5,3900,8391,"2",0,0,3,10,3900,0,2006,0,"98033",47.6979,-122.205,3820,12268 +"3126049446","20150310T000000",343000,3,3.5,1130,1449,"3",0,0,3,7,1130,0,2005,0,"98103",47.6968,-122.348,1130,1200 +"3744000100","20141111T000000",572115,4,3.25,3230,4838,"2",0,0,3,9,3230,0,2014,0,"98038",47.3559,-122.023,2980,5094 +"9510860750","20150108T000000",918000,5,3.5,3920,5150,"2",0,0,3,9,2820,1100,2004,0,"98052",47.6638,-122.084,3170,5530 +"7228500037","20150505T000000",555000,2,1.5,1190,1361,"2",0,0,3,8,1190,0,2007,0,"98122",47.6161,-122.302,1280,3360 +"3814900750","20140716T000000",399440,4,2.5,2311,4396,"2",0,0,3,9,2311,0,2014,0,"98092",47.3276,-122.163,2458,4616 +"1294300038","20140711T000000",450000,3,2.5,1810,914,"3",0,0,3,8,1380,430,2008,0,"98116",47.5732,-122.387,1810,914 +"7853350090","20140604T000000",648000,4,2.5,3290,6203,"2",0,0,3,9,3290,0,2008,0,"98065",47.5441,-121.86,2990,6835 +"9211010900","20140618T000000",580000,4,2.5,3250,5000,"2",0,0,3,8,3250,0,2008,0,"98059",47.4988,-122.148,3230,5507 +"1085623250","20150331T000000",415000,4,2.5,2544,4071,"2",0,0,3,9,2544,0,2013,0,"98030",47.341,-122.179,2358,4179 +"2025049192","20141021T000000",527500,3,2.5,1380,1389,"3",0,0,3,8,1380,0,2008,0,"98102",47.6427,-122.327,1380,1249 +"7625703354","20140730T000000",384000,3,2.25,1430,800,"2",0,0,3,8,1140,290,2011,0,"98136",47.5477,-122.388,1430,1387 +"2051200436","20140820T000000",692000,3,2.5,3490,28213,"1.5",0,2,3,9,2242,1248,2009,0,"98070",47.365,-122.456,2120,56628 +"3880900236","20140822T000000",455000,2,1.5,910,966,"2",0,0,3,8,820,90,2006,0,"98119",47.627,-122.361,2740,6400 +"1646502355","20150403T000000",1.28e+006,4,3.25,3080,4120,"2",0,0,3,9,2380,700,2014,0,"98117",47.6845,-122.359,1410,4120 +"2619950110","20140624T000000",415000,3,2.5,2280,6031,"2",0,0,3,8,2280,0,2011,0,"98019",47.7322,-121.966,2430,7200 +"1964700054","20141222T000000",975000,3,2.5,1660,1344,"3",0,0,3,8,1660,0,2008,0,"98102",47.644,-122.327,1750,2040 +"1926059039","20141006T000000",799950,4,2.5,3320,7429,"2",0,0,3,9,3320,0,2014,0,"98034",47.7189,-122.225,1840,7429 +"3438500037","20150405T000000",545000,5,4,1680,7268,"1",0,0,3,8,1370,310,2008,0,"98106",47.5571,-122.356,2040,8259 +"9578501110","20141003T000000",429900,4,3.5,2584,5005,"2",0,0,3,8,2584,0,2014,0,"98023",47.296,-122.35,2767,5201 +"8856004786","20140729T000000",275000,3,2.5,2217,8019,"2",0,0,3,7,2217,0,2009,0,"98001",47.2776,-122.251,1470,8037 +"7708200600","20140718T000000",498000,3,2.5,2480,4136,"2",0,0,3,8,2480,0,2009,0,"98059",47.493,-122.147,2510,4314 +"9492500090","20140527T000000",754950,3,2.5,2610,7256,"2",0,0,3,9,2610,0,2014,0,"98033",47.695,-122.18,2610,7206 +"8691440100","20140606T000000",895000,4,3,3240,5562,"2",0,0,3,10,3240,0,2013,0,"98075",47.5919,-121.975,3380,5562 +"7222000090","20140506T000000",580000,4,3.25,3569,8327,"2",0,0,3,10,3569,0,2013,0,"98055",47.4595,-122.208,2550,5251 +"3321049112","20150222T000000",379900,4,2.5,3181,5831,"2",0,0,3,8,3181,0,2014,0,"98003",47.2716,-122.297,2056,24393 +"2911000100","20150310T000000",245000,4,2.5,1921,4888,"2",0,0,3,7,1921,0,2009,0,"98001",47.2689,-122.24,1921,9140 +"3862710090","20140826T000000",417000,3,2.5,1570,4926,"2",0,0,3,8,1570,0,2014,0,"98065",47.5342,-121.842,1800,3202 +"8648900110","20140505T000000",555000,3,2.5,1940,3211,"2",0,0,3,8,1940,0,2009,0,"98027",47.5644,-122.093,1880,3078 +"8648900110","20140826T000000",555000,3,2.5,1940,3211,"2",0,0,3,8,1940,0,2009,0,"98027",47.5644,-122.093,1880,3078 +"6791400100","20140910T000000",353000,4,2.5,2210,13721,"2",0,0,3,8,2210,0,2009,0,"98042",47.3122,-122.039,1850,12951 +"2768301477","20150425T000000",539000,3,2.25,1280,1187,"2",0,0,3,8,1080,200,2008,0,"98107",47.6651,-122.368,1280,1681 +"0126039256","20140904T000000",434900,3,2,1520,5040,"2",0,0,3,7,1520,0,1977,2006,"98177",47.777,-122.362,1860,8710 +"8562780110","20141202T000000",325000,2,2.25,1230,1078,"2",0,0,3,7,1160,70,2008,0,"98027",47.5324,-122.073,1240,817 +"8032700110","20150409T000000",650000,3,2.5,1480,2159,"3",0,0,3,8,1480,0,2007,0,"98103",47.6533,-122.341,1480,1554 +"5635100090","20150225T000000",379950,4,2.5,2612,5850,"2",0,0,3,8,2612,0,2014,0,"98030",47.3751,-122.189,2419,8984 +"2597490300","20141119T000000",700000,3,2.5,2350,4975,"2",0,0,3,8,2350,0,2012,0,"98029",47.5418,-122.01,2350,3951 +"9301300805","20141215T000000",675000,3,2.5,1300,1590,"2",0,0,3,8,1100,200,2014,0,"98109",47.6384,-122.343,1070,1223 +"3449000300","20140609T000000",379000,4,1.5,2020,7560,"1",0,0,4,7,2020,0,1960,0,"98059",47.502,-122.146,1410,8080 +"8562770490","20150330T000000",571000,3,2.5,2140,2867,"2",0,0,3,8,1960,180,2005,0,"98027",47.5357,-122.073,2280,2836 +"3052700464","20141024T000000",475000,3,2.25,1380,1621,"2",0,0,3,8,1140,240,2007,0,"98117",47.678,-122.375,1460,1403 +"9276200569","20140509T000000",769900,4,3.5,2730,3047,"2",0,0,3,8,2400,330,2006,0,"98116",47.5797,-122.391,1980,4600 +"7853280490","20141222T000000",633000,4,3.5,4220,5817,"2",0,0,3,9,2910,1310,2006,0,"98065",47.5392,-121.862,4290,6637 +"2883200524","20140512T000000",635000,3,2.5,1570,1433,"3",0,0,3,8,1570,0,2010,0,"98103",47.6858,-122.336,1570,2652 +"3630200300","20140725T000000",1.238e+006,4,3.5,4670,6000,"2",0,3,3,11,3820,850,2007,0,"98027",47.5414,-121.994,4310,6000 +"1383800015","20150108T000000",524000,3,2.25,1370,1007,"3",0,0,3,8,1330,40,2009,0,"98107",47.6682,-122.361,1570,1635 +"1441000090","20141126T000000",485000,4,3.5,3273,5115,"2",0,0,3,8,2671,602,2014,0,"98055",47.4477,-122.204,2996,5100 +"3760500407","20140521T000000",1.03e+006,3,4,3880,13095,"2",0,3,3,11,3700,180,2009,0,"98034",47.6996,-122.233,3880,10830 +"9528101214","20141024T000000",650000,3,3.5,1494,1262,"3",0,0,3,8,1494,0,2011,0,"98115",47.6826,-122.324,1494,1264 +"2801910100","20141001T000000",754842,3,2.5,2930,5641,"2",0,0,3,8,2930,0,2013,0,"98052",47.71,-122.113,3300,5641 +"1085623640","20140924T000000",428900,4,2.5,2598,5553,"2",0,0,3,9,2598,0,2014,0,"98092",47.3412,-122.178,2502,4900 +"7299601460","20140623T000000",329900,3,2.5,2242,4995,"2",0,0,3,8,2242,0,2011,0,"98092",47.2595,-122.202,1798,4942 +"1070000110","20141218T000000",1.03529e+006,4,2.5,2830,5932,"2",0,0,3,9,2830,0,2014,0,"98199",47.6479,-122.408,2840,5593 +"7853360820","20140909T000000",544999,4,2.5,2710,6937,"2",0,0,3,7,2710,0,2009,0,"98065",47.5153,-121.871,2380,5866 +"7436700090","20140529T000000",449950,4,2.75,2320,4344,"2",0,0,3,8,2320,0,2012,0,"98059",47.4862,-122.163,2310,3770 +"3034200399","20150113T000000",635000,4,2.5,2720,7991,"2",0,0,3,9,2720,0,2006,0,"98133",47.7168,-122.331,1590,8611 +"0889000015","20141103T000000",599000,3,1.75,1650,1180,"3",0,0,3,8,1650,0,2014,0,"98105",47.6638,-122.319,1650,1960 +"2767704252","20141103T000000",478000,3,3.25,1430,1348,"2",0,0,3,8,1160,270,2008,0,"98107",47.6743,-122.374,1160,1265 +"2143700756","20140929T000000",388000,4,2.5,2090,5040,"2",0,0,3,9,2090,0,2014,0,"98055",47.4797,-122.23,1430,12000 +"8946780110","20140804T000000",809950,4,3.5,3660,4903,"2",0,0,3,9,2760,900,2014,0,"98034",47.7184,-122.156,3630,4992 +"6790830090","20150415T000000",1.06e+006,4,3.5,4220,8417,"3",0,0,3,10,4220,0,2012,0,"98075",47.5869,-122.054,3730,8435 +"2768100512","20150422T000000",659000,2,2.5,1450,1213,"2",0,0,3,9,1110,340,2015,0,"98107",47.6692,-122.372,1620,1456 +"9477580110","20140626T000000",971971,4,3.75,3460,6738,"2",0,0,3,11,3460,0,2013,0,"98059",47.506,-122.145,3340,6120 +"7625702437","20150115T000000",389000,3,2.5,1350,874,"3",0,0,3,8,1270,80,2006,0,"98136",47.5491,-122.387,1350,886 +"5416510490","20140708T000000",355000,4,2.75,3000,5470,"2",0,0,3,8,3000,0,2005,0,"98038",47.3613,-122.038,2420,4891 +"1123059125","20141208T000000",551500,4,2.5,2950,10003,"2",0,0,3,9,2950,0,2006,0,"98059",47.489,-122.14,2790,9323 +"7237450110","20140701T000000",417838,4,2.5,2530,5048,"2",0,0,3,8,2530,0,2014,0,"98038",47.3559,-122.063,2530,4359 +"0250000090","20140714T000000",1.75e+006,4,4.5,4650,7660,"2",0,0,3,11,3640,1010,2008,0,"98004",47.6349,-122.198,1710,8400 +"2025049206","20140611T000000",399950,2,1,710,1131,"2",0,0,4,7,710,0,1943,0,"98102",47.6413,-122.329,1370,1173 +"5631500941","20140715T000000",740000,4,2.5,3050,8000,"2",0,0,3,9,3050,0,2007,0,"98028",47.7465,-122.231,1910,8000 +"8562780490","20150223T000000",335000,3,2.5,1150,683,"2",0,0,3,7,1150,0,2013,0,"98027",47.5323,-122.071,1150,755 +"3262300485","20150421T000000",2.25e+006,5,5.25,3410,8118,"2",0,0,3,11,3410,0,2006,0,"98039",47.6295,-122.236,3410,16236 +"5693500846","20150420T000000",667000,3,1.75,1370,1921,"3",0,0,3,8,1370,0,2007,0,"98103",47.6595,-122.351,1370,4000 +"0925059313","20150312T000000",920000,4,2.5,3540,7009,"2",0,0,3,9,3540,0,2007,0,"98033",47.6749,-122.176,2150,10290 +"2461900492","20140511T000000",368000,3,2.5,1370,1350,"2",0,0,3,7,1010,360,2007,0,"98136",47.5534,-122.382,1450,6000 +"6817750110","20140710T000000",307000,4,2.5,1714,3080,"2",0,0,3,8,1714,0,2009,0,"98055",47.429,-122.188,1714,3250 +"3574770100","20150116T000000",550000,4,2.75,3650,4534,"2",0,0,3,7,2940,710,2014,0,"98028",47.7397,-122.224,2400,7682 +"8564860110","20150113T000000",594491,4,2.5,2990,6037,"2",0,0,3,9,2990,0,2013,0,"98045",47.4766,-121.735,2990,5992 +"1085622460","20140929T000000",460458,4,2.5,3284,6516,"2",0,0,3,8,3284,0,2014,0,"98092",47.3393,-122.181,2555,5008 +"1777600850","20140624T000000",859000,4,2.25,3550,13900,"1",0,0,3,8,1830,1720,2010,0,"98006",47.5681,-122.127,2770,12200 +"9284801500","20141211T000000",399950,3,3,1860,2875,"2",0,0,3,8,1710,150,2009,0,"98126",47.5511,-122.373,1350,4830 +"7217400389","20150401T000000",547500,3,3.25,1720,1977,"2",0,0,3,8,1360,360,2007,0,"98122",47.6127,-122.299,1720,3420 +"3832051140","20140623T000000",310000,3,2.5,2540,4775,"2",0,0,3,7,2540,0,2006,0,"98042",47.3341,-122.052,2270,5000 +"0925059137","20140602T000000",939000,4,2.75,3270,12880,"2",0,0,3,9,3270,0,2014,0,"98033",47.6679,-122.172,2420,7505 +"6021503706","20141014T000000",329900,2,2.5,980,1021,"3",0,0,3,8,980,0,2008,0,"98117",47.6844,-122.387,980,1023 +"0475000176","20141222T000000",436000,3,2.5,1150,1193,"2",0,0,3,8,1020,130,2006,0,"98107",47.6684,-122.365,1450,1640 +"1220000367","20140716T000000",320000,3,2.5,1820,1855,"2",0,0,3,8,1570,250,2008,0,"98166",47.4643,-122.346,1470,6900 +"3278605590","20140926T000000",375000,3,2.5,1580,3825,"2",0,0,3,8,1580,0,2011,0,"98126",47.5458,-122.369,1380,1500 +"7203140110","20150324T000000",392137,3,2,1460,3696,"2",0,0,3,7,1460,0,2010,0,"98053",47.6861,-122.013,1720,3631 +"3818400110","20140826T000000",520000,4,2.5,2900,4950,"2",0,0,3,8,2900,0,2004,0,"98028",47.7717,-122.236,2590,4950 +"7702080110","20141016T000000",535000,5,2.75,2620,6389,"2",0,0,3,9,2620,0,2007,0,"98028",47.77,-122.236,2620,4504 +"0952002250","20150324T000000",407000,2,2.5,1340,999,"2",0,0,3,8,940,400,2008,0,"98116",47.5655,-122.386,1470,1436 +"9578500820","20141125T000000",424950,4,3.25,3266,5398,"2",0,0,3,8,3266,0,2014,0,"98023",47.2975,-122.35,3087,5152 +"3448000542","20140811T000000",290000,2,1.5,1076,1060,"3",0,0,3,7,1076,0,2006,0,"98125",47.7167,-122.298,1076,1060 +"9358000552","20141029T000000",399000,3,3.25,1680,1478,"2",0,0,3,8,1360,320,2009,0,"98126",47.5674,-122.369,1530,2753 +"2770601696","20140703T000000",439990,3,2.5,1930,1348,"2",0,0,3,8,1300,630,2005,0,"98199",47.6513,-122.384,1630,6000 +"9834201145","20150222T000000",635000,4,2.5,2880,3091,"2",0,0,3,9,1940,940,2014,0,"98144",47.5711,-122.286,1560,4080 +"3575305452","20140717T000000",635000,4,2.25,2240,5000,"2",0,0,3,8,2240,0,2013,0,"98074",47.6212,-122.058,1760,7500 +"6181500100","20150429T000000",351000,3,2.5,2594,4455,"2",0,0,3,8,2594,0,2012,0,"98001",47.3054,-122.276,2981,4950 +"2767604074","20140822T000000",437500,2,1.5,1210,1232,"3",0,0,3,8,1210,0,2007,0,"98107",47.6712,-122.39,1330,1174 +"2872100345","20140530T000000",919204,4,3.5,3760,5000,"2",0,0,3,9,2860,900,2014,0,"98117",47.6826,-122.394,1340,5000 +"2937300440","20140908T000000",923990,4,2.5,3600,6055,"2",0,0,3,9,3600,0,2014,0,"98052",47.7053,-122.126,3590,6050 +"2597490660","20140624T000000",639888,4,2.5,2050,2772,"2",0,0,3,8,2050,0,2012,0,"98029",47.5421,-122.011,2050,2934 +"3528900768","20150114T000000",675000,3,3.25,1510,2064,"2",0,0,3,8,1220,290,2008,0,"98109",47.6398,-122.345,1670,2594 +"3885802135","20140610T000000",899900,4,2.5,2580,3909,"2",0,0,3,8,2580,0,2013,0,"98033",47.6852,-122.21,1820,5772 +"3336500190","20150130T000000",252000,3,2.5,1670,4020,"2",0,0,3,7,1670,0,2009,0,"98118",47.53,-122.268,1670,4020 +"2425059174","20150317T000000",925000,4,2.5,3190,10034,"2",0,0,3,9,3190,0,2007,0,"98052",47.6379,-122.111,2110,9300 +"1890000170","20141029T000000",552000,3,2.5,1280,1920,"3",0,0,3,8,1280,0,2009,0,"98105",47.6621,-122.324,1450,1900 +"5137800130","20150407T000000",388500,4,2.5,2718,6197,"2",0,0,3,8,2718,0,2006,0,"98092",47.3255,-122.164,2667,5000 +"2767603753","20140829T000000",548000,2,2,1370,1878,"3",0,0,3,8,1370,0,2004,0,"98107",47.6721,-122.387,1280,1878 +"6181410950","20140922T000000",254950,3,2.5,1794,4769,"2",0,0,3,7,1794,0,2005,0,"98001",47.3052,-122.283,3557,4807 +"3226069049","20141208T000000",1.2375e+006,4,4.5,5120,41327,"2",0,0,3,10,3290,1830,2008,0,"98053",47.7009,-122.059,3360,82764 +"6056110430","20140930T000000",629000,3,2.5,2160,1912,"2",0,0,3,9,1970,190,2014,0,"98118",47.5642,-122.292,1810,2653 +"2916200091","20150303T000000",734000,4,2.5,2180,7204,"2",0,0,3,8,2180,0,2014,0,"98133",47.7221,-122.352,1500,7650 +"1773100980","20140618T000000",309000,3,2.25,1490,1294,"2",0,0,3,7,1220,270,2010,0,"98106",47.5569,-122.363,1490,1283 +"1123059126","20140703T000000",554950,3,2.5,2950,10254,"2",0,0,3,9,2950,0,2006,0,"98059",47.4888,-122.14,2800,9323 +"0825079024","20150506T000000",785000,3,2.75,2990,207781,"2",0,0,3,9,2990,0,2000,0,"98014",47.662,-121.944,2590,218671 +"8029770470","20140605T000000",550000,4,2.5,2700,5150,"2",0,0,3,9,2700,0,2007,0,"98059",47.5071,-122.148,3160,7620 +"1563102965","20140811T000000",1.01e+006,4,3.5,3130,5000,"3",0,0,3,10,3130,0,2014,0,"98116",47.5656,-122.403,1950,5152 +"5021900635","20141028T000000",1.575e+006,3,2,3620,14250,"2",0,0,3,8,3220,400,2007,0,"98040",47.5767,-122.225,2370,14250 +"9264450460","20140603T000000",309000,5,2.75,2481,4045,"2",0,0,3,8,2481,0,2014,0,"98001",47.2602,-122.284,2363,4175 +"7694200430","20140625T000000",328423,3,2.5,1730,3600,"2",0,0,3,8,1730,0,2014,0,"98146",47.5019,-122.34,2030,3600 +"7548301041","20140623T000000",345000,3,1.5,1420,1192,"2",0,0,3,8,1140,280,2008,0,"98144",47.5881,-122.304,1340,1213 +"0726059483","20141121T000000",660000,5,3.5,3160,5175,"2",0,0,3,9,3160,0,2014,0,"98011",47.755,-122.216,2100,9351 +"2771102144","20140502T000000",385000,3,3.25,1320,1327,"2",0,0,3,8,1040,280,2008,0,"98199",47.6506,-122.383,1440,1263 +"7011201476","20150318T000000",459000,2,2.25,1010,1107,"2",0,0,3,8,710,300,2006,0,"98119",47.6363,-122.371,1140,1531 +"0053500020","20150114T000000",248000,3,2.5,1870,4046,"2",0,0,3,7,1870,0,2007,0,"98042",47.342,-122.059,2130,4800 +"8920100066","20140820T000000",1.481e+006,4,3.5,5220,15411,"2",0,3,3,11,3550,1670,2006,0,"98075",47.592,-122.085,3110,14124 +"8091670020","20140801T000000",379000,4,2.5,2260,5824,"2",0,0,3,8,2260,0,2011,0,"98038",47.3496,-122.042,2240,5561 +"1176001310","20150304T000000",2.945e+006,5,4.5,4340,5722,"3",0,4,3,10,4340,0,2010,0,"98107",47.6715,-122.406,1770,5250 +"3629960680","20140926T000000",395000,2,2.25,1620,1841,"2",0,0,3,8,1540,80,2004,0,"98029",47.5483,-122.004,1530,1831 +"8562770250","20140507T000000",535000,3,2.5,2280,2289,"2",0,0,3,8,1880,400,2006,0,"98027",47.5375,-122.073,2280,2425 +"1102000514","20141022T000000",970000,5,3.5,3400,9804,"2",0,0,3,9,2550,850,2008,0,"98118",47.543,-122.266,2380,7440 +"1773100275","20150201T000000",205000,2,1.5,830,1020,"2",0,0,3,7,830,0,2006,0,"98106",47.5604,-122.363,830,1379 +"0321030010","20141015T000000",310000,4,2.5,2310,7384,"2",0,0,3,8,2310,0,2010,0,"98042",47.3737,-122.165,2310,7800 +"5393600509","20140702T000000",334500,2,1.5,830,1858,"2",0,0,3,7,830,0,2005,0,"98144",47.5828,-122.314,1480,3030 +"2895730280","20140828T000000",995000,5,3.25,4130,7197,"2",0,0,3,10,4130,0,2012,0,"98074",47.6022,-122.06,3730,7202 +"7967000130","20150401T000000",370228,4,3,2050,4000,"2",0,0,3,8,2050,0,2014,0,"98001",47.3525,-122.275,2050,4000 +"7570060290","20150304T000000",383000,4,2.5,2050,4953,"2",0,0,3,9,2050,0,2014,0,"98038",47.3448,-122.024,2340,6175 +"0291310170","20140804T000000",384500,3,2.5,1600,2610,"2",0,0,3,8,1600,0,2005,0,"98027",47.5344,-122.068,1445,1288 +"0923000425","20140718T000000",865000,5,2.5,3190,8160,"2",0,0,3,9,3190,0,2014,0,"98177",47.7246,-122.363,1650,8160 +"3630200780","20140522T000000",1.051e+006,4,3.75,3860,5474,"2.5",0,0,3,10,3860,0,2007,0,"98029",47.5396,-121.995,3040,5474 +"9578060660","20140513T000000",502000,4,2.5,2040,5616,"2",0,0,3,8,2040,0,2012,0,"98028",47.7737,-122.238,2380,4737 +"0250000010","20140924T000000",1.75e+006,4,3.5,3845,8400,"2",0,0,3,10,3845,0,2013,0,"98004",47.6354,-122.198,1710,8400 +"1438000010","20140912T000000",569995,4,2.5,2650,6875,"2",0,0,3,8,2650,0,2014,0,"98059",47.479,-122.124,2650,5831 +"6626300095","20140519T000000",749950,4,2.5,3430,64441,"2",0,0,3,8,3430,0,2013,0,"98077",47.7694,-122.064,3580,64441 +"8562901100","20141230T000000",550000,3,2.5,2430,5400,"2",0,0,3,8,2430,0,2007,0,"98074",47.6062,-122.057,2640,11990 +"6979970080","20140513T000000",525000,3,3.5,2876,5086,"2",0,0,3,8,2360,516,2007,0,"98072",47.7511,-122.173,2390,4419 +"7853320470","20140611T000000",516000,4,3.5,2550,8698,"2",0,0,3,7,2550,0,2007,0,"98065",47.5216,-121.869,2430,5519 +"1424069056","20140805T000000",1.35e+006,4,3.75,4100,61419,"2",0,0,3,9,4100,0,2014,0,"98029",47.5626,-122.005,2010,32362 +"3448740250","20150428T000000",440000,4,2.5,2730,4526,"2",0,0,3,7,2730,0,2009,0,"98059",47.491,-122.153,2190,4572 +"8129700728","20150414T000000",660000,3,2.5,1780,1729,"2",0,0,3,8,1080,700,2008,0,"98103",47.6594,-122.355,1780,1741 +"3832080440","20141209T000000",261950,3,2.5,1880,5000,"2",0,0,3,7,1880,0,2010,0,"98042",47.3359,-122.054,2260,5000 +"9512200050","20140827T000000",551000,5,3.75,3090,4943,"2",0,0,3,10,3090,0,2010,0,"98058",47.4594,-122.133,3191,5561 +"4027700014","20150225T000000",665000,3,3.5,2460,14155,"2",0,0,3,8,1900,560,2014,0,"98155",47.7743,-122.279,2440,14080 +"7853400250","20140604T000000",610000,4,3.5,2910,5260,"2",0,0,3,9,2910,0,2012,0,"98065",47.5168,-121.883,2910,5260 +"7853400250","20150219T000000",645000,4,3.5,2910,5260,"2",0,0,3,9,2910,0,2012,0,"98065",47.5168,-121.883,2910,5260 +"7853420480","20140618T000000",536751,3,1.75,1930,6360,"1",0,0,3,9,1930,0,2013,0,"98065",47.5181,-121.885,2770,6373 +"8943600020","20150426T000000",260000,3,2.25,1413,3403,"2",0,0,3,8,1413,0,2009,0,"98031",47.4196,-122.193,1763,3719 +"4221900305","20150121T000000",1.312e+006,3,3.25,4030,6300,"2",0,0,3,10,3630,400,2006,0,"98105",47.6664,-122.276,1660,6300 +"1112630130","20150220T000000",429900,4,3.25,2880,5929,"2.5",0,0,3,8,2880,0,2014,0,"98023",47.2752,-122.349,2880,5846 +"0123039376","20140820T000000",535000,4,2.75,2360,15100,"1",0,0,3,8,2360,0,2014,0,"98146",47.5117,-122.365,1440,13346 +"2767603962","20150414T000000",462550,2,1.75,1070,1276,"3",0,0,3,8,1070,0,2006,0,"98107",47.6719,-122.39,1290,2057 +"4083306552","20150310T000000",602000,3,3.25,1460,1367,"3",0,0,3,8,1460,0,2008,0,"98103",47.6485,-122.334,1310,1191 +"0745500010","20141208T000000",730000,4,2.75,3800,9606,"2",0,0,3,9,3800,0,2008,0,"98011",47.7368,-122.208,3400,9677 +"7899800851","20150423T000000",300500,2,1.5,1190,801,"3",0,0,3,8,1190,0,2010,0,"98106",47.5212,-122.358,1190,810 +"7853350170","20140516T000000",675000,5,2.5,3200,6455,"2",0,0,3,9,3200,0,2009,0,"98065",47.5446,-121.862,3290,7924 +"6056100380","20140520T000000",415000,3,2.25,1970,2377,"2",0,0,3,8,1680,290,2008,0,"98108",47.5631,-122.297,1690,1936 +"0626059127","20141117T000000",614000,3,2.5,2830,5831,"2",0,0,3,9,2830,0,2010,0,"98011",47.7744,-122.224,2830,6064 +"1459920190","20141204T000000",385000,4,2.5,2630,5701,"2",0,0,3,7,2630,0,2010,0,"98042",47.375,-122.16,2770,5939 +"3574750020","20140625T000000",594000,4,2.75,2720,4613,"2",0,0,3,9,2720,0,2005,0,"98028",47.7352,-122.223,2830,4836 +"2547200190","20140520T000000",860000,4,2.75,3160,8097,"2",0,0,3,9,3160,0,2014,0,"98033",47.6709,-122.166,2200,8097 +"9206500250","20140909T000000",1.1045e+006,4,4,3770,8899,"2",0,0,3,10,2940,830,2006,0,"98074",47.6476,-122.079,3300,8308 +"7202300480","20141024T000000",775000,4,2.75,3500,6226,"2",0,0,3,9,3500,0,2004,0,"98053",47.6846,-122.045,3480,7222 +"7237450190","20140806T000000",430760,5,2.75,2710,4685,"2",0,0,3,8,2710,0,2014,0,"98038",47.3555,-122.062,2710,4449 +"8682320420","20150427T000000",755000,2,2.5,2170,6361,"1",0,2,3,8,2170,0,2009,0,"98053",47.7109,-122.017,2310,7419 +"6003500743","20140519T000000",640000,2,2.25,1540,958,"3",0,0,3,9,1540,0,2007,0,"98122",47.6179,-122.318,1410,958 +"0328000182","20150501T000000",613500,3,3.25,1876,1531,"3",0,0,3,9,1876,0,2009,0,"98115",47.6864,-122.265,1876,1533 +"0821079102","20141017T000000",780000,4,3.5,3720,213073,"1",0,2,3,10,3720,0,2007,0,"98010",47.3216,-121.94,2190,59241 +"1622049242","20150304T000000",550000,4,2.5,3148,9612,"2",0,3,3,9,3148,0,2014,0,"98198",47.3994,-122.311,3000,11475 +"7203120050","20141008T000000",789500,4,3.25,3240,4852,"2",0,0,3,9,3240,0,2010,0,"98053",47.695,-122.022,3320,5318 +"7853360250","20140710T000000",592000,5,3.5,3340,5000,"2",0,0,3,8,2580,760,2012,0,"98065",47.5168,-121.871,3420,5000 +"1327600190","20150410T000000",454950,4,2.5,2413,5701,"2",0,0,3,8,2413,0,2014,0,"98042",47.3731,-122.159,2380,5725 +"4187000250","20150413T000000",475000,4,2.5,2500,4500,"2",0,0,3,7,2500,0,2010,0,"98059",47.4928,-122.149,2230,4500 +"2902201300","20141229T000000",659000,2,1.75,1180,904,"2",0,0,3,10,780,400,2014,0,"98102",47.6396,-122.329,1380,3610 +"1635500250","20141124T000000",570000,4,2.5,2890,5801,"2",0,0,3,9,2890,0,2005,0,"98028",47.7349,-122.238,2890,6286 +"6031400094","20150226T000000",347500,5,3,2230,6551,"1",0,0,3,7,1330,900,2014,0,"98168",47.487,-122.32,2230,9476 +"6601200250","20150402T000000",205000,4,2.5,1767,4500,"2",0,0,3,8,1767,0,2006,0,"98001",47.2607,-122.25,1949,4636 +"9358001403","20140903T000000",380000,3,3.25,1450,1468,"2",0,0,3,8,1100,350,2009,0,"98126",47.5664,-122.37,1450,1478 +"4216500020","20141003T000000",718000,5,2.75,2930,7663,"2",0,0,3,9,2930,0,2013,0,"98056",47.5308,-122.184,2750,10335 +"1438000440","20140724T000000",515805,5,2.75,2710,4136,"2",0,0,3,8,2710,0,2014,0,"98059",47.4786,-122.123,2590,4136 +"6061500130","20140714T000000",1.02928e+006,4,3.25,3600,18645,"2",0,1,3,10,3000,600,2013,0,"98059",47.5294,-122.154,3970,10957 +"3862710050","20141113T000000",437718,3,2.5,1800,3265,"2",0,0,3,8,1800,0,2014,0,"98065",47.5338,-121.841,1800,3663 +"7604400114","20140814T000000",450000,4,2.5,2290,5515,"2",0,0,3,8,2290,0,2006,0,"98106",47.5518,-122.357,1380,5515 +"9828702649","20141028T000000",515000,3,2.5,1510,1178,"2",0,0,3,8,1060,450,2007,0,"98122",47.6181,-122.301,1510,1210 +"2946003947","20150302T000000",204000,2,2.5,1090,13444,"2",0,0,3,7,1090,0,2007,0,"98198",47.4166,-122.319,1380,6000 +"0993000307","20140523T000000",360000,3,2,1270,1323,"3",0,0,3,8,1270,0,2006,0,"98103",47.6934,-122.342,1330,1323 +"3362400094","20141203T000000",550000,3,2.25,1540,1005,"3",0,0,3,8,1540,0,2008,0,"98103",47.6827,-122.346,1510,1501 +"7853380480","20140529T000000",650880,3,2.5,2930,6050,"2",0,0,3,9,2930,0,2008,0,"98065",47.5151,-121.883,2760,5765 +"3893100462","20150225T000000",1.78995e+006,5,3.75,4360,8504,"2",0,4,3,10,3530,830,2014,0,"98033",47.6936,-122.19,2680,9000 +"2326600130","20150225T000000",895900,4,3.5,3640,4983,"2",0,3,3,9,2790,850,2014,0,"98075",47.5619,-122.027,3270,14700 +"3424069008","20140606T000000",585000,4,2.5,2430,4747,"2",0,0,3,8,2430,0,2008,0,"98027",47.5285,-122.031,1930,7200 +"3277801586","20150508T000000",380000,3,2.25,1520,1464,"2",0,0,3,8,1240,280,2010,0,"98126",47.543,-122.375,1710,1464 +"5045700250","20141118T000000",565997,5,2.75,2730,5820,"2",0,0,3,8,2730,0,2014,0,"98059",47.4856,-122.154,2730,5700 +"3278603000","20150504T000000",459000,3,3,2440,2076,"2",0,0,3,8,1930,510,2006,0,"98126",47.5476,-122.37,2440,2310 +"7548800050","20150421T000000",550000,3,3.75,1580,1303,"2",0,0,3,8,1340,240,2010,0,"98144",47.5875,-122.315,1560,1294 +"1972201964","20140725T000000",500000,3,2.25,1420,983,"3",0,0,3,8,1420,0,2006,0,"98103",47.6533,-122.346,1530,1280 +"3395070980","20150327T000000",461500,5,3.25,2820,3275,"2",0,0,3,8,2230,590,2006,0,"98118",47.5339,-122.284,2610,3275 +"5710000005","20140522T000000",2.15e+006,4,5.5,5060,10320,"2",0,0,3,11,5060,0,2008,0,"98004",47.6245,-122.21,3010,10080 +"9319800050","20150421T000000",790000,4,2.5,2650,5000,"2",0,0,3,8,2650,0,2007,0,"98116",47.5605,-122.396,1110,6250 +"3303700221","20140627T000000",735000,3,2.25,1490,1212,"2",0,0,3,9,1040,450,2011,0,"98112",47.6226,-122.313,1490,1337 +"3304300080","20150330T000000",588000,4,2.5,3060,7710,"2",0,0,3,9,3060,0,2009,0,"98059",47.4828,-122.136,3040,7840 +"0642800130","20150513T000000",724500,3,3.25,3240,4185,"2",0,0,3,8,2770,470,2011,0,"98075",47.5794,-122.03,2660,4692 +"6192410480","20140709T000000",749000,3,2.75,2820,5348,"2",0,0,3,9,2820,0,2008,0,"98052",47.7073,-122.118,3140,5640 +"6127000480","20140918T000000",720000,5,3.5,4140,7642,"2",0,0,3,8,4140,0,2003,0,"98075",47.591,-122.008,3330,6953 +"6145601599","20140611T000000",250000,2,1.5,982,846,"2",0,0,3,8,806,176,2006,0,"98133",47.7034,-122.345,1010,3844 +"3630200460","20150327T000000",790000,3,2.75,2460,3600,"2",0,0,3,9,2460,0,2007,0,"98029",47.5409,-121.994,2570,3600 +"3845101100","20150121T000000",392440,4,2.5,2547,4800,"2",0,0,3,9,2547,0,2014,0,"98092",47.2592,-122.194,2598,4800 +"6792200066","20140725T000000",280000,4,2.25,1834,7460,"2",0,0,3,8,1834,0,2012,0,"98042",47.3568,-122.163,1979,9008 +"5317100294","20141113T000000",1.333e+006,4,4.5,3130,5126,"3",0,0,3,10,2450,680,2014,0,"98112",47.6239,-122.29,2540,7784 +"8150600250","20141217T000000",649000,4,2.5,2730,4847,"2",0,0,3,9,2730,0,2008,0,"98126",47.549,-122.374,1250,4840 +"9376301112","20141031T000000",457000,2,2.5,1380,1329,"2",0,0,3,8,1050,330,2008,0,"98117",47.6903,-122.37,1360,3750 +"0856000635","20150323T000000",2.225e+006,4,4.25,4700,10800,"2",0,1,3,11,3910,790,2002,0,"98033",47.6882,-122.214,2370,7680 +"9320350130","20140823T000000",453000,3,3,2330,4284,"2",0,0,3,9,1920,410,2004,0,"98108",47.5547,-122.308,2330,3709 +"7694200380","20140922T000000",329780,3,2.5,1730,3600,"2",0,0,3,8,1730,0,2014,0,"98146",47.5014,-122.34,2030,3600 +"0635000009","20141112T000000",1.05e+006,2,2.5,2350,2390,"3",0,2,3,10,2000,350,2007,0,"98144",47.5999,-122.286,1950,2390 +"7853440050","20150505T000000",771005,5,4.5,4000,6713,"2",0,0,3,9,4000,0,2015,0,"98024",47.5254,-121.886,3690,6600 +"8563010130","20140725T000000",1.3e+006,3,2.5,3350,7752,"1",0,0,3,9,2180,1170,2009,0,"98008",47.6263,-122.099,2570,7988 +"2767604592","20140619T000000",607500,3,3.25,1530,1612,"3",0,0,3,8,1530,0,2006,0,"98107",47.6706,-122.378,1530,1611 +"1332700020","20150116T000000",278000,2,2.25,1610,1968,"2",0,0,4,7,1610,0,1979,0,"98056",47.5184,-122.196,1950,1968 +"1442870440","20140702T000000",475000,4,2.75,2620,6178,"2",0,0,3,8,2620,0,2013,0,"98045",47.4823,-121.771,2790,6538 +"5347200179","20140814T000000",270000,3,2,1300,1920,"2",0,0,3,8,850,450,2006,0,"98126",47.5183,-122.376,1300,1344 +"8924100372","20150423T000000",1.302e+006,4,3.5,3590,5334,"2",0,2,3,9,3140,450,2006,0,"98115",47.6763,-122.267,2100,6250 +"6666830170","20140811T000000",778983,4,2.5,2490,5647,"2",0,0,3,8,2490,0,2014,0,"98052",47.7043,-122.114,2970,5450 +"3336000052","20141022T000000",221000,3,2.5,1320,1780,"2",0,0,3,7,880,440,2005,0,"98118",47.528,-122.269,3040,6000 +"2895800380","20140821T000000",338800,4,2.25,1800,2752,"2",0,0,3,8,1800,0,2014,0,"98106",47.5165,-122.346,1800,2752 +"1042700250","20140804T000000",834995,5,1.5,3360,5225,"2",0,0,3,9,3360,0,2014,0,"98074",47.6072,-122.053,3230,5368 +"7787920250","20150501T000000",550000,4,2.5,3220,9328,"2",0,0,3,8,3220,0,2006,0,"98019",47.7273,-121.958,3020,9300 +"3026059363","20141031T000000",575000,3,3.5,2514,1559,"2",0,0,3,8,2024,490,2007,0,"98034",47.7044,-122.209,2090,10454 +"3590000050","20140923T000000",649000,4,2.75,3130,9711,"2",0,0,3,9,3130,0,2014,0,"98059",47.4823,-122.124,1570,10500 +"7853361410","20140530T000000",545000,4,2.5,2720,4738,"2",0,0,3,8,2720,0,2012,0,"98065",47.515,-121.869,2590,5740 +"1355300009","20141120T000000",625000,2,2.25,1390,916,"2",0,0,3,8,1165,225,2007,0,"98122",47.6168,-122.314,1415,1488 +"8835800010","20141223T000000",1.042e+006,4,4.5,4920,270236,"2",0,3,3,10,3820,1100,2006,0,"98045",47.4695,-121.775,4920,260924 +"9268851680","20140516T000000",611000,3,2.5,2134,1984,"2.5",0,0,3,8,2134,0,2008,0,"98027",47.5402,-122.027,2170,1984 +"8096800500","20150317T000000",300000,3,2.5,1741,5701,"2",0,0,3,8,1741,0,2012,0,"98030",47.379,-122.184,2002,5700 +"7202261060","20141229T000000",577000,3,2.5,2560,5238,"2",0,0,3,8,2560,0,2001,0,"98053",47.6887,-122.04,2560,5185 +"7237450130","20141020T000000",349990,4,2.5,2220,3561,"2",0,0,3,8,2220,0,2014,0,"98038",47.3561,-122.063,2530,4449 +"3630130010","20140714T000000",650000,3,2.5,1910,4363,"2",0,0,3,9,1910,0,2006,0,"98029",47.5482,-121.996,1890,3732 +"0567000381","20150328T000000",378000,2,1.5,980,853,"2",0,0,3,7,820,160,2009,0,"98144",47.5925,-122.295,1130,1270 +"1760650290","20150205T000000",313200,3,2.5,1950,4197,"2",0,0,3,7,1950,0,2013,0,"98042",47.3613,-122.081,2300,4178 +"1024069215","20140912T000000",1.20669e+006,5,4.25,4150,12015,"2",0,0,3,10,4150,0,2014,0,"98075",47.5816,-122.021,3230,27520 +"1105000373","20150506T000000",252500,2,1.5,1110,986,"2",0,0,3,7,950,160,2009,0,"98118",47.5427,-122.272,1110,3515 +"1773100561","20150305T000000",308000,3,2.5,1250,1150,"2",0,0,3,8,1080,170,2009,0,"98106",47.5582,-122.363,1250,1150 +"9510860840","20140515T000000",803100,4,2.5,3310,5404,"2",0,0,3,9,3310,0,2004,0,"98052",47.6635,-122.083,2600,4730 +"4187000660","20140618T000000",415000,4,2.5,2020,5501,"2",0,0,3,7,2020,0,2010,0,"98059",47.4937,-122.15,2020,5494 +"7203120020","20140814T000000",785000,4,3.5,3310,4850,"2",0,0,3,9,3310,0,2010,0,"98053",47.6954,-122.022,3320,5955 +"8559300020","20140528T000000",499950,4,2.5,2798,4473,"2",0,0,3,9,2798,0,2012,0,"98055",47.4295,-122.205,2358,4593 +"3356402705","20150317T000000",216000,4,2.5,1847,8000,"2",0,0,3,7,1847,0,2008,0,"98001",47.2874,-122.257,1767,8000 +"0662440020","20150226T000000",380000,4,2.5,2420,4981,"2",0,0,3,9,2420,0,2009,0,"98038",47.3785,-122.023,2420,5000 +"0255370020","20141106T000000",345000,4,2.5,2020,3600,"2",0,0,3,7,2020,0,2012,0,"98038",47.3535,-122.017,2210,3800 +"0293810190","20141104T000000",456500,4,2.5,2400,6811,"2",0,0,3,8,2400,0,2007,0,"98059",47.4959,-122.15,2710,5314 +"8091670190","20141104T000000",382495,3,2.5,1760,5390,"1",0,0,3,8,1760,0,2014,0,"98038",47.3482,-122.042,2310,5117 +"1760650280","20150306T000000",324950,4,2.5,2110,4178,"2",0,0,3,7,2110,0,2013,0,"98042",47.3612,-122.081,2300,4142 +"6306800010","20140811T000000",436472,4,2.5,2692,8392,"2",0,0,3,9,2692,0,2014,0,"98030",47.3519,-122.197,2574,14446 +"0982850010","20140530T000000",365250,3,2.25,1490,4522,"2",0,0,3,7,1490,0,2009,0,"98028",47.7611,-122.233,1580,4667 +"6705600020","20150324T000000",919990,5,3.25,3960,6352,"2",0,0,3,10,3960,0,2014,0,"98075",47.5806,-122.055,2930,9875 +"9478550430","20150429T000000",316475,4,2.5,1740,4642,"2",0,0,3,7,1740,0,2012,0,"98042",47.3686,-122.117,1950,4642 +"5498100010","20150324T000000",425000,4,2.5,1940,4517,"1",0,0,3,8,1190,750,2010,0,"98028",47.776,-122.26,1910,10410 +"7625702901","20150311T000000",302860,2,1,970,3279,"2",0,0,3,7,790,180,2007,0,"98136",47.5469,-122.383,1150,1351 +"0301401410","20140722T000000",298000,3,2.5,1852,4000,"2",0,0,3,7,1852,0,2014,0,"98002",47.3455,-122.21,2166,4000 +"0251500080","20140826T000000",3.204e+006,4,4,4810,18851,"2",0,3,3,11,4810,0,2007,0,"98004",47.6364,-122.214,3970,19929 +"0521049227","20141201T000000",950000,4,4,5635,9695,"2",0,3,3,10,4360,1275,2011,0,"98003",47.3389,-122.334,3726,9765 +"0100300500","20141121T000000",333000,3,2.5,1520,3041,"2",0,0,3,7,1520,0,2009,0,"98059",47.4874,-122.152,1820,3229 +"8669160460","20150305T000000",289950,3,2.5,2099,4275,"2",0,0,3,7,2099,0,2010,0,"98002",47.3521,-122.211,2099,4275 +"2810100007","20150506T000000",419950,3,2.25,1250,811,"3",0,0,3,8,1250,0,2014,0,"98136",47.5419,-122.388,1250,1232 +"6749700006","20140715T000000",306000,2,1.5,1090,1183,"3",0,0,3,8,1090,0,2008,0,"98103",47.6974,-122.349,1110,1384 +"1085623730","20141129T000000",498445,4,2.5,3216,5902,"2",0,0,3,9,3216,0,2014,0,"98030",47.3425,-122.179,2815,4916 +"6666830430","20140620T000000",775950,4,2.5,2970,4400,"2",0,0,3,8,2970,0,2014,0,"98052",47.705,-122.114,3010,4892 +"7852110380","20140703T000000",605000,3,2.5,2610,6405,"2",0,0,3,8,2610,0,2001,0,"98065",47.5373,-121.874,2580,6285 +"8080400177","20140909T000000",520000,2,1.75,1340,1368,"2",0,0,3,7,1060,280,2006,0,"98122",47.618,-122.311,2480,1707 +"0293070010","20141028T000000",849990,4,2.75,3300,4987,"2",0,0,3,9,3300,0,2014,0,"98074",47.6175,-122.056,3520,5453 +"9144100007","20140604T000000",767450,3,2,1630,7599,"1",0,0,3,10,1630,0,2006,0,"98117",47.6981,-122.376,2030,7599 +"7234601142","20140808T000000",665000,3,2.25,1590,929,"2",0,0,3,9,1060,530,2014,0,"98122",47.6172,-122.31,1510,1193 +"1972200426","20140918T000000",525000,2,2.75,1310,1268,"3.5",0,0,3,8,1310,0,2007,0,"98103",47.6534,-122.355,1350,1288 +"7768800280","20140722T000000",870515,4,3.5,3600,5697,"2",0,0,3,9,2940,660,2014,0,"98075",47.5755,-122.071,3490,5911 +"9512200420","20140721T000000",390000,4,2.5,2154,4153,"2",0,0,3,9,2154,0,2012,0,"98058",47.4557,-122.13,2154,4091 +"7132300525","20150411T000000",500000,3,1.75,1530,825,"3",0,0,3,8,1530,0,2015,0,"98144",47.5929,-122.308,1580,1915 +"7515000143","20140805T000000",399950,3,2.25,1360,1041,"2",0,0,3,8,1094,266,2006,0,"98117",47.6925,-122.375,1522,1382 +"3395070440","20150209T000000",305000,3,2.5,1320,2480,"2",0,0,3,7,1320,0,2005,0,"98118",47.536,-122.284,1320,3240 +"0629650380","20150123T000000",255000,4,2.5,1660,6724,"2",0,0,3,7,1660,0,2009,0,"98001",47.259,-122.256,1544,6054 +"1115600130","20140930T000000",415000,4,2.5,2891,6499,"2",0,0,3,9,2891,0,2014,0,"98001",47.3359,-122.257,2550,8383 +"8562790950","20150327T000000",716500,3,2.5,2340,2155,"2",0,0,3,10,2120,220,2012,0,"98027",47.53,-122.073,2640,2680 +"3413700130","20140625T000000",425000,3,2.5,2320,2267,"3",0,0,3,8,2320,0,2009,0,"98177",47.7027,-122.359,1240,1883 +"9532000170","20150217T000000",540000,4,2.5,2190,3855,"2",0,0,3,8,2190,0,2010,0,"98011",47.7705,-122.169,2190,3600 +"0255450380","20140804T000000",324747,3,2.5,2060,4742,"2",0,0,3,8,2060,0,2014,0,"98038",47.3706,-122.017,2370,4725 +"7203140420","20150128T000000",385000,3,2.5,1740,4145,"2",0,0,3,7,1740,0,2010,0,"98053",47.6875,-122.015,1740,4045 +"1760650670","20140812T000000",270000,3,2.25,1400,3825,"2",0,0,3,7,1400,0,2012,0,"98042",47.3596,-122.082,2110,3825 +"5556300098","20140612T000000",1.24e+006,5,4,4410,14380,"2",0,0,3,11,4410,0,2006,0,"98052",47.6463,-122.121,2720,11454 +"8129700743","20150416T000000",672000,3,2.5,1780,1647,"2",0,0,3,8,1080,700,2008,0,"98103",47.6597,-122.355,2000,1741 +"3023000050","20150129T000000",310000,3,2.5,1760,10137,"2",0,0,3,8,1760,0,2010,0,"98038",47.355,-122.059,2000,6935 +"0518500480","20140811T000000",3e+006,3,3.5,4410,10756,"2",1,4,3,11,3430,980,2014,0,"98056",47.5283,-122.205,3550,5634 +"1725059127","20150225T000000",2.35e+006,6,4.25,5550,11547,"2",0,2,3,11,4270,1280,2014,0,"98033",47.6547,-122.202,3480,11547 +"9511120050","20140627T000000",427000,3,2.5,2432,9391,"2",0,2,3,9,2432,0,2005,0,"98001",47.3453,-122.267,2912,8932 +"8943600430","20150423T000000",389950,3,2.5,2283,3996,"2",0,0,3,8,2283,0,2008,0,"98031",47.4221,-122.192,1760,3992 +"9429400170","20140625T000000",309620,3,2.5,1860,3730,"2",0,0,3,8,1860,0,2012,0,"98019",47.7442,-121.984,2110,4509 +"3845101150","20140701T000000",399895,4,2.5,2701,4500,"2",0,0,3,9,2701,0,2014,0,"98092",47.2586,-122.194,2570,4800 +"1085623560","20150202T000000",442515,4,2.5,2930,4875,"2",0,0,3,9,2930,0,2014,0,"98030",47.3421,-122.179,2815,4900 +"0263000255","20141202T000000",375000,3,2.25,1540,1561,"3",0,0,3,8,1540,0,2010,0,"98103",47.6991,-122.346,1540,1547 +"7299600130","20140702T000000",309780,3,2.5,2242,4500,"2",0,0,3,8,2242,0,2014,0,"98092",47.2583,-122.198,2009,4500 +"7853320280","20150312T000000",425000,3,2.5,1950,4345,"2",0,0,3,7,1950,0,2007,0,"98065",47.5202,-121.873,2260,4345 +"4253400098","20150501T000000",405000,2,3,1160,1073,"2",0,0,3,7,880,280,2007,0,"98144",47.5788,-122.315,1250,4812 +"3814900380","20140719T000000",356250,3,2.5,2060,5115,"2",0,0,3,9,2060,0,2014,0,"98092",47.3261,-122.163,2648,4500 +"6821101732","20150219T000000",550000,3,2.25,1230,875,"3",0,0,3,8,1230,0,2013,0,"98199",47.6521,-122.4,1760,5664 +"3644100086","20140505T000000",340000,2,1.5,1160,1438,"2",0,0,3,7,1160,0,2001,0,"98144",47.5917,-122.295,1220,1740 +"7237450080","20140823T000000",362865,4,2.5,2245,4301,"2",0,0,3,8,2245,0,2014,0,"98038",47.3555,-122.063,2530,4478 +"6389970010","20150323T000000",1.36e+006,4,3.5,4120,12626,"2",0,1,3,11,3970,150,2014,0,"98034",47.7089,-122.245,4120,11913 +"9578090050","20140505T000000",830000,4,2.5,3400,9692,"2",0,0,3,9,3400,0,2007,0,"98052",47.708,-122.109,3070,7375 +"1489300005","20140801T000000",1.598e+006,5,3.75,4270,7500,"2",0,0,3,10,3210,1060,2014,0,"98033",47.6845,-122.207,2410,8350 +"7768800290","20150304T000000",855000,4,3.5,2890,5911,"2",0,0,3,9,2370,520,2014,0,"98075",47.5754,-122.071,3490,6093 +"1245003220","20140819T000000",1.205e+006,5,3.5,3220,8000,"2",0,0,3,9,2900,320,2008,0,"98033",47.6834,-122.2,2100,9680 +"5608000010","20140811T000000",1.385e+006,4,3.5,4010,15365,"2",0,1,3,11,4010,0,2006,0,"98027",47.5528,-122.093,3550,13429 +"5379805260","20150326T000000",400200,4,3.5,2260,30250,"2",0,0,3,7,2260,0,2013,0,"98188",47.4493,-122.281,1270,16350 +"3278600670","20140523T000000",235000,2,1,1140,1730,"1.5",0,0,3,8,1010,130,2007,0,"98126",47.5494,-122.372,1360,1730 +"2781240050","20150507T000000",349950,3,2,1640,4714,"1",0,0,3,8,1640,0,2009,0,"98038",47.3539,-122.021,1770,4802 +"7502800050","20140709T000000",659950,4,2.75,3510,9400,"2",0,0,3,9,3510,0,2014,0,"98059",47.4827,-122.131,3550,9429 +"9544700500","20140508T000000",785000,3,2.75,3010,1842,"2",0,0,3,9,3010,0,2011,0,"98075",47.5836,-121.994,2950,4200 +"2771603314","20150416T000000",475000,2,2.25,1060,925,"2",0,0,3,8,980,80,2006,0,"98199",47.6386,-122.388,1020,4000 +"4181200680","20140527T000000",263900,3,2.5,1658,2700,"2",0,0,3,8,1658,0,2014,0,"98198",47.3667,-122.307,1658,2700 +"9347300010","20150501T000000",342000,3,2.5,1960,3540,"2",0,0,3,8,1960,0,2012,0,"98038",47.3568,-122.055,1840,3825 +"0255450020","20140918T000000",367899,3,2.5,2420,4725,"2",0,0,3,8,2420,0,2014,0,"98038",47.371,-122.018,2370,4200 +"7230200585","20150204T000000",657044,3,3.5,3420,23786,"1.5",0,0,3,9,3420,0,2014,0,"98059",47.4739,-122.11,1590,23774 +"9828702771","20141113T000000",359950,2,1.5,893,965,"2",0,0,3,8,893,0,2007,0,"98122",47.6187,-122.301,1340,1436 +"9492500170","20140723T000000",879950,4,2.75,3020,7203,"2",0,0,3,9,3020,0,2014,0,"98033",47.6948,-122.178,3010,7215 +"9265880170","20140826T000000",550000,4,2.5,2470,5954,"2",0,0,3,8,2470,0,2013,0,"98028",47.7685,-122.236,2470,4800 +"7299600920","20141209T000000",279000,4,2.5,2009,4800,"2",0,0,3,8,2009,0,2012,0,"98092",47.2586,-122.2,1798,4800 +"8690600050","20140718T000000",255000,3,2.5,1530,1116,"2.5",0,0,3,7,1530,0,2005,0,"98028",47.7385,-122.25,1530,7780 +"1176001119","20150224T000000",609500,3,1.75,1590,1113,"3",0,0,3,8,1590,0,2014,0,"98107",47.6691,-122.402,1520,1357 +"3449850050","20140620T000000",420000,5,3,2630,3149,"2",0,0,3,8,1670,960,2013,0,"98056",47.5065,-122.171,2240,4825 +"9211000170","20141008T000000",570000,4,2.5,3230,7187,"2",0,0,3,9,3230,0,2008,0,"98059",47.4995,-122.15,2950,6537 +"6056111350","20150512T000000",439000,3,2.25,1430,2343,"2",0,0,3,8,1430,0,2012,0,"98108",47.5648,-122.294,1270,1916 +"7299601630","20141108T000000",310000,3,2.5,2242,5744,"2",0,0,3,8,2242,0,2012,0,"98092",47.2597,-122.199,2009,5712 +"7133300380","20150209T000000",635000,4,2.5,2500,4000,"2",0,0,3,8,2500,0,2014,0,"98144",47.5902,-122.311,1480,4300 +"2770601775","20141128T000000",399950,3,2.5,1230,922,"2",0,0,3,8,1080,150,2009,0,"98199",47.6518,-122.384,1230,1237 +"3630200630","20140805T000000",805000,4,2.5,3020,3600,"2.5",0,0,3,9,3020,0,2009,0,"98029",47.5407,-121.993,2570,3600 +"4385700250","20150407T000000",1.8e+006,4,3.5,3480,4000,"2",0,0,3,9,2460,1020,2015,0,"98112",47.6356,-122.281,2620,4000 +"6430500182","20150403T000000",1.205e+006,4,3,3330,7650,"1",0,0,3,9,1830,1500,2008,0,"98103",47.6889,-122.352,1200,3876 +"8029770190","20141015T000000",745000,4,2.5,3400,4840,"2",0,0,3,10,3190,210,2006,0,"98059",47.5066,-122.146,3400,5710 +"5393600507","20140624T000000",329445,2,1.5,830,1119,"2",0,0,3,7,830,0,2005,0,"98144",47.5828,-122.314,1480,3622 +"0207700050","20141015T000000",588000,5,3,3110,4464,"2",0,0,3,8,3110,0,2007,0,"98011",47.7719,-122.168,2450,4221 +"8138870470","20140707T000000",494815,3,2.5,1910,2091,"2",0,0,3,8,1910,0,2014,0,"98029",47.5445,-122.013,1630,1546 +"7853370020","20141014T000000",591975,3,2.75,3230,5250,"2",0,0,3,9,2680,550,2014,0,"98065",47.5196,-121.878,2710,5250 +"3304300380","20150108T000000",600000,5,2.75,3380,8179,"2",0,0,3,9,3380,0,2011,0,"98059",47.4827,-122.135,2840,8179 +"3528960020","20140708T000000",673000,3,2.75,2830,3496,"2",0,0,3,8,2830,0,2012,0,"98029",47.5606,-122.011,2160,3501 +"1853080840","20150211T000000",889950,5,3.5,3700,7055,"2",0,0,3,9,3700,0,2014,0,"98074",47.5929,-122.057,3170,6527 +"7852130460","20150325T000000",500000,4,3,2520,4104,"2",0,0,3,7,2520,0,2002,0,"98065",47.5352,-121.88,2510,5015 +"2768301357","20141001T000000",500000,3,2.25,1530,1396,"2",0,0,3,8,1240,290,2007,0,"98107",47.666,-122.367,1690,2500 +"8562710250","20140505T000000",890000,4,4.25,4420,5750,"2",0,0,3,10,3410,1010,2006,0,"98027",47.5404,-122.073,4420,5750 +"6824100014","20150429T000000",437000,3,3,1460,1180,"3",0,0,3,8,1460,0,2006,0,"98117",47.6998,-122.367,1460,1224 +"7905200061","20140905T000000",419700,3,2.25,1450,1486,"2",0,0,3,8,1160,290,2006,0,"98116",47.5694,-122.387,1370,1437 +"3524039228","20140723T000000",394000,3,2,1160,3441,"1",0,0,4,6,580,580,1930,0,"98136",47.5314,-122.392,1160,4000 +"2781240040","20140806T000000",342000,3,2,1640,4802,"1",0,0,3,8,1640,0,2010,0,"98038",47.3538,-122.021,1940,4802 +"1222029064","20140626T000000",420000,3,1.75,1444,249126,"1.5",0,0,3,7,1444,0,2008,0,"98070",47.4104,-122.486,1760,224770 +"9523100730","20140523T000000",580000,3,2.5,1620,1173,"3",0,4,3,8,1470,150,2008,0,"98103",47.6681,-122.355,1620,1505 +"5649600464","20150327T000000",343000,2,1.5,1100,1228,"2",0,0,3,7,900,200,2007,0,"98118",47.5538,-122.282,1340,1380 +"7548301050","20150402T000000",390000,2,1.5,1340,1402,"2",0,0,3,8,1120,220,2008,0,"98144",47.588,-122.304,1340,1213 +"9542840450","20140811T000000",274000,3,1.5,1450,4694,"2",0,0,3,7,1450,0,2011,0,"98038",47.3654,-122.021,1870,4198 +"0126039467","20150114T000000",700000,4,2.5,3040,7200,"2",0,0,3,9,3040,0,2008,0,"98177",47.7747,-122.366,2360,8245 +"7936000463","20150416T000000",838000,4,2.5,2560,7210,"2",0,0,3,9,2560,0,2006,0,"98136",47.5535,-122.395,2160,10439 +"3021059304","20140917T000000",300000,6,3,2744,9926,"2",0,0,3,7,2744,0,2006,0,"98002",47.2773,-122.216,2470,9926 +"3362401758","20140903T000000",467000,3,2.25,1420,990,"3",0,0,3,8,1420,0,2008,0,"98103",47.6801,-122.348,1350,1415 +"0886000090","20150302T000000",395000,2,1,700,7457,"1",0,0,3,6,700,0,1943,0,"98108",47.5348,-122.295,1500,7130 +"1196003740","20140924T000000",734000,5,4.25,4110,42755,"2",0,2,3,10,2970,1140,2000,0,"98023",47.3375,-122.337,2730,12750 +"5045700090","20150106T000000",480000,5,2.75,2670,4780,"2",0,0,3,8,2670,0,2013,0,"98059",47.4866,-122.155,2560,5380 +"1604601801","20150217T000000",539000,3,2.75,2130,1400,"2",0,0,3,9,1080,1050,2010,0,"98118",47.5661,-122.29,1520,3132 +"5057100090","20150505T000000",459950,5,2.75,3078,6371,"2",0,0,3,9,3078,0,2014,0,"98042",47.3587,-122.163,1979,19030 +"3869900146","20141030T000000",306500,2,1,840,892,"2",0,0,3,7,840,0,2006,0,"98136",47.5396,-122.387,1030,1007 +"3862710180","20150326T000000",408474,3,2.5,1800,2731,"2",0,0,3,8,1800,0,2014,0,"98065",47.5342,-121.841,1800,3265 +"1023059246","20140514T000000",437000,3,2.75,2580,5200,"2",0,0,3,8,2580,0,2008,0,"98059",47.496,-122.151,2700,5602 +"6056100150","20140623T000000",160797,3,1.5,1270,2356,"2",0,0,3,7,1270,0,2012,0,"98108",47.5671,-122.298,1490,2175 +"3342700464","20150107T000000",729000,4,3.5,3065,5440,"3",0,0,3,9,3065,0,2014,0,"98056",47.524,-122.2,2210,8400 +"3026059362","20141031T000000",499000,3,2.5,1861,1587,"2",0,0,3,8,1578,283,2007,0,"98034",47.7043,-122.209,2090,10454 +"1327600150","20141016T000000",359950,4,2.75,2260,5705,"2",0,0,3,8,2260,0,2014,0,"98042",47.3726,-122.159,2260,5727 +"2895730540","20141210T000000",929000,5,3.25,4150,7100,"2",0,0,3,10,4150,0,2013,0,"98074",47.6026,-122.06,3560,7214 +"2768200209","20141006T000000",529950,2,2.5,1500,1174,"2",0,0,3,8,1140,360,2014,0,"98107",47.6689,-122.363,1550,1519 +"9268851380","20150403T000000",461000,3,2.25,1620,998,"2.5",0,0,3,8,1540,80,2012,0,"98027",47.5394,-122.027,1620,1068 +"7625703007","20141014T000000",271115,2,1.5,830,1325,"2",0,0,3,7,830,0,2005,0,"98136",47.5472,-122.384,1310,1485 +"7202280580","20150106T000000",653000,4,2.5,3120,5137,"2",0,0,3,7,3120,0,2003,0,"98053",47.6842,-122.04,2755,5137 +"1972202187","20141024T000000",565000,3,2.5,1870,1058,"3",0,0,3,8,1380,490,2007,0,"98103",47.6512,-122.345,1440,1136 +"2767600985","20141204T000000",529950,3,2.25,1240,1250,"3",0,0,3,8,1240,0,2014,0,"98107",47.6748,-122.377,1470,1250 +"5631501202","20150326T000000",585000,4,2.5,2820,5612,"2",0,0,3,9,2820,0,2007,0,"98028",47.7477,-122.236,1620,14881 +"1972200556","20140703T000000",609000,3,1.75,1630,1526,"3",0,0,3,8,1630,0,2014,0,"98103",47.6536,-122.354,1570,1274 +"0301400930","20140618T000000",267000,3,2.25,1584,2800,"2",0,0,3,7,1584,0,2012,0,"98002",47.3454,-122.214,1584,2800 +"9265880040","20140509T000000",557000,4,2.5,2840,4500,"2",0,0,3,8,2840,0,2012,0,"98028",47.7678,-122.237,2840,4939 +"7853280610","20141117T000000",709950,4,3.25,3910,6293,"2",0,0,3,9,3130,780,2006,0,"98065",47.5389,-121.86,4410,6015 +"1972200847","20140718T000000",625000,3,2.5,1730,1301,"3",0,0,3,9,1730,0,2011,0,"98103",47.653,-122.352,1330,1240 +"8562790940","20141223T000000",599000,3,2.75,1840,2060,"2",0,0,3,10,1700,140,2013,0,"98027",47.53,-122.073,2590,2680 +"1623089165","20150506T000000",920000,4,3.75,4030,503989,"2",0,0,3,10,4030,0,2008,0,"98045",47.4807,-121.795,2110,71874 +"6788200596","20141016T000000",1.285e+006,4,3.5,3440,3800,"3",0,0,3,9,3440,0,2014,0,"98112",47.6408,-122.307,1760,3800 +"1760650610","20150330T000000",324500,4,2.5,2110,3825,"2",0,0,3,7,2110,0,2012,0,"98042",47.3602,-122.082,2110,3825 +"7853360850","20150116T000000",471500,3,2.5,2430,5866,"2",0,0,3,7,2430,0,2009,0,"98065",47.5158,-121.871,2380,5866 +"2526069092","20140808T000000",1.015e+006,4,3.75,4690,207141,"2",0,0,3,10,4030,660,2007,0,"98019",47.7072,-121.983,2890,200527 +"2424059061","20141111T000000",998000,4,3.5,3500,43560,"2",0,0,3,9,2850,650,2014,0,"98006",47.5481,-122.103,3640,40545 +"7661600206","20150129T000000",262000,4,2.5,2070,8685,"2",0,0,3,7,2070,0,2006,0,"98188",47.4697,-122.267,2170,9715 +"8149600065","20150401T000000",844000,4,3.5,3350,6350,"2",0,2,3,8,2610,740,2009,0,"98116",47.5602,-122.39,1820,6350 +"6666830120","20140624T000000",745641,4,2.5,2440,4850,"2",0,0,3,8,2440,0,2013,0,"98052",47.7043,-122.114,2970,5450 +"3034200087","20141212T000000",659950,5,3,3010,7357,"2",0,0,3,9,3010,0,2008,0,"98133",47.7226,-122.33,2370,8050 +"0255450410","20140804T000000",339989,3,2.5,2060,4200,"2",0,0,3,8,2060,0,2014,0,"98038",47.3706,-122.018,2370,4200 +"3438501327","20150504T000000",352500,2,2.5,1570,2399,"2",0,0,3,7,1180,390,2009,0,"98106",47.5488,-122.364,1590,2306 +"9828702389","20140513T000000",525000,3,2.5,1580,1161,"2",0,0,3,8,1010,570,2008,0,"98112",47.6206,-122.299,1680,1177 +"8691440330","20140929T000000",1.13899e+006,5,3.5,4280,6530,"2",0,3,3,10,4280,0,2014,0,"98075",47.5941,-121.973,3960,6863 +"1085623740","20140812T000000",491000,5,3.5,2815,4900,"2",0,0,3,9,2815,0,2011,0,"98030",47.3424,-122.179,2798,4900 +"1424069110","20140718T000000",675000,4,2.5,2620,6114,"2",0,0,3,9,2620,0,2011,0,"98029",47.5603,-122.013,2620,5808 +"0993001914","20150106T000000",344000,3,2.25,1250,1033,"3",0,0,3,8,1250,0,2007,0,"98103",47.6907,-122.343,1250,1150 +"9211010220","20141104T000000",530000,4,2.5,3250,4500,"2",0,0,3,8,3250,0,2008,0,"98059",47.4944,-122.15,3030,4598 +"2143701015","20141210T000000",290500,4,3.25,2510,7686,"2",0,0,3,9,2510,0,2003,0,"98055",47.4785,-122.228,2510,6732 +"6056111430","20150113T000000",335000,2,1.75,1270,1685,"2",0,0,3,8,1270,0,2012,0,"98108",47.5646,-122.295,1270,1843 +"1925059254","20150507T000000",2.998e+006,5,4,6670,16481,"2",0,0,3,12,4960,1710,2007,0,"98004",47.6409,-122.221,4800,16607 +"3278606200","20140919T000000",379000,3,2.5,1580,3075,"2",0,0,3,8,1580,0,2013,0,"98126",47.545,-122.368,1710,2934 +"3126049501","20140717T000000",385000,3,1.5,1360,2030,"3",0,0,3,8,1360,0,2008,0,"98103",47.6961,-122.349,1360,1167 +"4305600360","20150225T000000",500012,4,2.5,2400,9612,"1",0,0,3,8,1230,1170,1962,2009,"98059",47.4799,-122.127,2430,5539 +"6632300212","20140505T000000",366750,3,3,1571,2017,"3",0,0,3,8,1571,0,2008,0,"98125",47.7338,-122.309,1520,1497 +"1189000492","20140606T000000",405000,2,2,1405,1073,"2",0,0,3,8,1140,265,2007,0,"98122",47.612,-122.295,1405,3000 +"3319500628","20150212T000000",356999,3,1.5,1010,1546,"2",0,0,3,8,1010,0,1971,2014,"98144",47.5998,-122.311,1010,1517 +"2436700625","20150417T000000",590000,2,2.5,1450,1281,"2",0,0,3,8,1220,230,2006,0,"98105",47.665,-122.285,1440,1281 +"3679400474","20141104T000000",294000,3,1.75,1420,1361,"2",0,0,3,7,960,460,2014,0,"98108",47.5684,-122.314,1340,1343 +"7203190110","20150426T000000",731500,4,2.5,2650,4644,"2",0,0,3,8,2650,0,2013,0,"98053",47.6945,-122.018,2640,5099 +"1853080850","20140606T000000",837219,5,2.75,3030,7679,"2",0,0,3,9,3030,0,2014,0,"98074",47.593,-122.057,3080,6341 +"1125079111","20150415T000000",1.6e+006,4,5.5,6530,871200,"2",0,2,3,11,6530,0,2008,0,"98014",47.664,-121.878,1280,858132 +"0518500610","20140616T000000",798800,3,2.75,2670,3738,"1",0,0,3,10,1720,950,2013,0,"98056",47.5299,-122.203,2610,3734 +"0293670040","20141008T000000",482500,2,2.5,1170,809,"2",0,0,3,9,1170,0,2007,0,"98103",47.6875,-122.339,1170,1121 +"3303970100","20150306T000000",820000,4,2.5,3260,26772,"2",0,0,3,9,3260,0,2007,0,"98027",47.5115,-122.031,3260,14491 +"3834000594","20140711T000000",319000,3,1.5,1480,1722,"3",0,0,3,7,1480,0,2007,0,"98125",47.728,-122.292,1480,5764 +"3342100569","20140813T000000",950000,3,2.5,2700,6947,"2",0,3,3,9,2700,0,2013,0,"98056",47.5172,-122.208,2500,6947 +"7237501380","20150507T000000",1.2675e+006,4,3.5,4640,13404,"2",0,0,3,10,4640,0,2007,0,"98059",47.531,-122.134,4690,13590 +"2325300093","20140707T000000",378000,3,2.5,1601,2491,"3",0,0,3,7,1536,65,2007,0,"98125",47.719,-122.317,1420,1156 +"9808100150","20150402T000000",3.345e+006,5,3.75,5350,15360,"1",0,1,3,11,3040,2310,2008,0,"98004",47.648,-122.218,3740,15940 +"3332500085","20141027T000000",489950,3,2.5,2540,5237,"2",0,0,3,8,2540,0,2011,0,"98118",47.5492,-122.276,1800,4097 +"3869900150","20150427T000000",345000,2,1.75,1030,1106,"2",0,0,3,7,765,265,2006,0,"98136",47.5397,-122.387,1030,1066 +"2011400401","20150226T000000",510000,3,2.5,2730,7136,"2",0,0,3,8,2730,0,2012,0,"98198",47.3938,-122.321,2130,8932 +"9578501030","20140729T000000",432500,4,2.5,3172,5033,"2",0,0,3,8,3172,0,2014,0,"98023",47.2961,-122.348,2704,5232 +"8029770410","20150420T000000",650000,4,2.5,3160,8530,"2",0,0,3,9,3160,0,2006,0,"98059",47.5075,-122.148,3160,6460 +"6639900242","20141003T000000",750000,4,2.5,2850,12429,"2",0,0,3,9,2850,0,2008,0,"98033",47.6915,-122.177,2540,12000 +"2919700735","20150427T000000",870000,4,3.5,2780,3100,"2",0,0,3,8,2120,660,2014,0,"98117",47.6886,-122.364,1740,3600 +"8691440410","20141215T000000",900000,4,3.5,3860,6543,"2",0,0,3,10,3860,0,2014,0,"98075",47.5934,-121.974,3760,6888 +"2902201301","20141216T000000",664950,2,1.75,1180,900,"2",0,0,3,10,780,400,2014,0,"98102",47.6395,-122.329,1380,3610 +"0291310150","20140602T000000",391000,3,2.25,1410,1290,"2",0,0,3,7,1290,120,2004,0,"98027",47.5345,-122.069,1490,1380 +"0323079101","20150123T000000",1.8e+006,4,3.5,6370,205603,"2",0,0,3,12,6370,0,2008,0,"98027",47.5016,-121.905,1490,33580 +"5057100110","20150514T000000",479349,5,3,3223,6371,"2",0,0,3,9,3223,0,2014,0,"98042",47.3584,-122.163,1979,9008 +"9268850940","20141223T000000",661000,4,3.25,2600,2074,"2",0,0,3,8,2150,450,2011,0,"98027",47.5402,-122.028,2510,2074 +"0993000315","20141002T000000",379000,3,3.25,1380,1234,"3",0,0,3,8,1380,0,2006,0,"98103",47.6935,-122.342,1370,1282 +"9268851800","20140505T000000",415000,3,2.25,1620,998,"2.5",0,0,3,8,1540,80,2010,0,"98027",47.5401,-122.027,1620,1299 +"4310702837","20141201T000000",375000,3,3.25,1370,1227,"3",0,0,3,8,1370,0,2007,0,"98103",47.6964,-122.341,1370,1236 +"4310703083","20140523T000000",355000,3,2,1220,1186,"3",0,0,3,8,1220,0,2007,0,"98103",47.6972,-122.341,1280,1251 +"1890000166","20140905T000000",540000,3,2.5,1280,1889,"3",0,0,3,8,1280,0,2009,0,"98105",47.6619,-122.324,1450,1889 +"7904700146","20140724T000000",290000,2,1.5,770,850,"2",0,0,3,7,770,0,2006,0,"98116",47.5644,-122.388,1350,915 +"1931300308","20140520T000000",500000,3,2.5,1210,1200,"3",0,0,3,8,1210,0,2008,0,"98103",47.6543,-122.345,1210,1200 +"8091670730","20140902T000000",416000,4,2.5,2890,6322,"2",0,0,3,8,2890,0,2011,0,"98038",47.3494,-122.044,2380,5738 +"3278612370","20140811T000000",349900,3,2.5,1580,2765,"2",0,0,3,8,1580,0,2011,0,"98126",47.5444,-122.369,1580,1820 +"0007600065","20140605T000000",465000,3,2.25,1530,1245,"2",0,0,3,9,1050,480,2014,0,"98122",47.6018,-122.297,1530,2307 +"3630200900","20140630T000000",950000,4,2.5,3670,7680,"2.5",0,0,3,10,3670,0,2007,0,"98029",47.5401,-121.993,3130,6112 +"3278611450","20150326T000000",496800,4,2.25,1850,2340,"2.5",0,0,3,8,1850,0,2014,0,"98126",47.543,-122.372,1850,2340 +"2026049184","20150320T000000",680000,4,2.5,2440,6581,"2",0,0,3,8,2440,0,2014,0,"98133",47.7321,-122.334,1480,7432 +"9103000455","20150424T000000",920000,4,3.25,2190,4265,"2",0,0,3,9,1540,650,2015,0,"98122",47.6178,-122.29,1730,4265 +"8691440220","20150202T000000",1.28999e+006,5,4,4360,8030,"2",0,0,3,10,4360,0,2015,0,"98075",47.5923,-121.973,3570,6185 +"7202300540","20140701T000000",825000,4,2.75,3990,6637,"2",0,0,3,9,3990,0,2003,0,"98053",47.6835,-122.045,3500,7074 +"1453601038","20141002T000000",292000,3,2.5,1270,1283,"3",0,0,3,7,1270,0,2007,0,"98125",47.7209,-122.291,1270,1512 +"9211010330","20150409T000000",576000,4,2.5,3340,6924,"2",0,0,3,8,3340,0,2009,0,"98059",47.495,-122.149,3030,6119 +"1972201773","20150313T000000",670000,2,2,1500,761,"3",0,3,3,8,1500,0,2008,0,"98103",47.6522,-122.346,1360,1527 +"7974200948","20140520T000000",953007,4,3.5,3120,5086,"2",0,0,3,9,2480,640,2008,0,"98115",47.6762,-122.288,1880,5092 +"2700200040","20150223T000000",399000,4,2.5,2480,4334,"2",0,0,3,8,2480,0,2012,0,"98038",47.3826,-122.036,2480,5632 +"7625702264","20150427T000000",399000,2,2,1110,1155,"3",0,0,3,7,980,130,2008,0,"98136",47.5496,-122.388,1110,1089 +"2428100100","20141117T000000",847093,4,2.75,2760,5670,"2",0,0,3,10,2760,0,2014,0,"98075",47.5819,-122.047,2760,6600 +"1176001123","20150206T000000",599950,3,2.5,1510,1493,"3",0,0,3,8,1510,0,2014,0,"98107",47.669,-122.402,1530,1357 +"3052700472","20140813T000000",499000,3,2.5,1460,1614,"2",0,0,3,8,1180,280,2007,0,"98117",47.6781,-122.374,1380,1402 +"1623089086","20141015T000000",760000,4,2.75,3980,285318,"2",0,2,3,9,3980,0,2006,0,"98045",47.4803,-121.795,2100,105415 +"2311400145","20141029T000000",1.69999e+006,4,3.75,3320,8234,"2",0,0,3,10,3320,0,2014,0,"98004",47.5963,-122.2,1560,8240 +"8895800090","20140512T000000",1.03389e+006,4,3.25,3270,5187,"2",0,0,3,9,3110,160,2014,0,"98052",47.6966,-122.133,3600,5825 +"0847100021","20140520T000000",515000,4,2.5,2670,8765,"2",0,0,3,9,2670,0,2006,0,"98059",47.4876,-122.146,2880,8765 +"0291310120","20141209T000000",355000,3,2.25,1410,1332,"2",0,0,3,7,1290,120,2004,0,"98027",47.5345,-122.069,1445,1290 +"0301401390","20140805T000000",319900,4,2.75,2475,4000,"2",0,0,3,7,2475,0,2014,0,"98002",47.3452,-122.21,2166,4000 +"7519001068","20140527T000000",460000,3,3.5,1600,1431,"2",0,0,3,8,1240,360,2006,0,"98117",47.6865,-122.363,1500,4120 +"7203101590","20150108T000000",305000,2,1,1290,3383,"2",0,0,3,7,1290,0,2008,0,"98053",47.6968,-122.025,1290,2828 +"7299600530","20150317T000000",280000,3,2.5,1608,4818,"2",0,0,3,8,1608,0,2012,0,"98092",47.2583,-122.203,2009,5200 +"7625703357","20150227T000000",394950,2,2.25,1300,2104,"2",0,0,3,8,1010,290,2011,0,"98136",47.5477,-122.388,1430,1850 +"7889601270","20140821T000000",382000,4,3.5,2530,3000,"2",0,0,3,8,1850,680,2014,0,"98146",47.4919,-122.336,1470,6000 +"4083306553","20150422T000000",560000,3,2.5,1390,1411,"3",0,0,3,8,1390,0,2008,0,"98103",47.6485,-122.334,1350,1266 +"9828701508","20140520T000000",772000,3,2.25,1640,1204,"3",0,0,3,8,1640,0,2014,0,"98112",47.6196,-122.297,1630,3136 +"8946390150","20140722T000000",324950,4,2.5,2229,5723,"2",0,0,3,7,2229,0,2012,0,"98032",47.3693,-122.286,2738,5742 +"8648900040","20140709T000000",530000,3,2.5,1790,3078,"2",0,0,3,8,1790,0,2010,0,"98027",47.5638,-122.094,1890,3078 +"4092300211","20141024T000000",384000,3,2.25,990,736,"2.5",0,0,3,8,880,110,2009,0,"98105",47.6605,-122.319,1030,1201 +"3343902510","20140611T000000",719950,5,2.75,3240,6863,"2",0,0,3,10,3240,0,2013,0,"98056",47.5033,-122.193,2360,6002 +"2919700107","20140811T000000",319950,2,2.5,1280,819,"2",0,0,3,8,1060,220,2006,0,"98103",47.6905,-122.364,1290,2900 +"2781280230","20150128T000000",292000,3,2.5,1610,3848,"2",0,0,3,8,1610,0,2006,0,"98055",47.4497,-122.188,1610,3049 +"3232200085","20150428T000000",1.5e+006,6,3.5,3670,3959,"2",0,0,3,10,2410,1260,2008,0,"98119",47.6356,-122.373,2060,3625 +"1972200259","20140507T000000",425000,2,2.5,1150,1027,"3",0,0,3,8,1150,0,2008,0,"98103",47.6534,-122.356,1360,1210 +"1926059236","20141010T000000",799950,5,3.75,3760,4702,"2",0,0,3,9,2780,980,2014,0,"98034",47.7202,-122.223,2950,5981 +"2768200210","20140825T000000",499000,2,2.5,1320,1157,"2",0,0,3,8,990,330,2014,0,"98107",47.6689,-122.363,1550,1519 +"3304300210","20150327T000000",572000,4,2.75,2700,7992,"2",0,0,3,9,2700,0,2012,0,"98059",47.4831,-122.135,2840,7992 +"9826700930","20140722T000000",459000,2,2,1480,804,"3",0,0,3,8,1480,0,2008,0,"98122",47.602,-122.308,1380,1751 +"9385200042","20150318T000000",529500,3,2.25,1410,905,"3",0,0,3,9,1410,0,2014,0,"98116",47.5818,-122.402,1510,1352 +"3876590090","20140909T000000",374500,4,2.5,3135,5811,"2",0,0,3,9,3135,0,2005,0,"98092",47.3263,-122.18,3008,5799 +"2902200142","20140605T000000",584000,3,2.5,1480,1485,"2",0,0,3,8,1280,200,2007,0,"98102",47.6376,-122.326,1470,1277 +"8085400401","20150115T000000",1.898e+006,4,4.5,4020,9656,"2",0,0,3,10,4020,0,2007,0,"98004",47.6358,-122.207,1960,9520 +"2902200237","20140707T000000",505000,2,2.25,1060,1209,"2",0,0,3,8,940,120,2006,0,"98102",47.6369,-122.327,1300,1169 +"7658600082","20141114T000000",565000,2,2.5,1950,2457,"3",0,0,3,8,1950,0,2009,0,"98144",47.5925,-122.302,1650,1639 +"6891100330","20150325T000000",799000,4,2.75,3340,5677,"2",0,0,3,9,3340,0,2011,0,"98052",47.709,-122.118,3240,5643 +"6821102367","20150429T000000",547000,3,2.5,1570,1452,"2.5",0,0,3,9,1240,330,2007,0,"98199",47.648,-122.396,1670,1596 +"1900600015","20150227T000000",550000,3,2.5,1930,6604,"2",0,0,3,7,1930,0,2014,0,"98166",47.4692,-122.351,910,6604 +"1545808120","20140918T000000",250000,3,2,1590,8100,"1",0,0,3,7,1060,530,1996,0,"98038",47.3611,-122.047,1590,8100 +"2126059294","20150105T000000",960000,4,4.5,3720,7746,"2",0,0,3,10,3720,0,2014,0,"98034",47.7323,-122.165,3080,11067 +"1370800515","20141030T000000",2.95e+006,4,4.25,4470,5884,"2",0,1,3,11,3230,1240,2010,0,"98199",47.6387,-122.405,2570,6000 +"3319500334","20150327T000000",441000,2,1,1290,1289,"2",0,0,3,7,1030,260,2005,0,"98144",47.6006,-122.305,1290,1332 +"0301400940","20150407T000000",265000,3,2.25,1489,2800,"2",0,0,3,7,1489,0,2012,0,"98002",47.3454,-122.214,1584,2800 +"2722069077","20150409T000000",430000,3,2.5,2075,39553,"1",0,0,3,7,2075,0,2012,0,"98038",47.3601,-122.032,1960,9047 +"8943600720","20140617T000000",286800,3,2.5,1413,3600,"2",0,0,3,8,1413,0,2011,0,"98031",47.4222,-122.193,2150,3869 +"7660100236","20150416T000000",375000,3,2.5,1300,1362,"2",0,0,3,8,880,420,2008,0,"98144",47.5893,-122.317,1300,1251 +"1773100921","20141215T000000",312500,3,3.25,1480,983,"2",0,0,3,8,1180,300,2013,0,"98106",47.5555,-122.363,1330,1062 +"8679200100","20150107T000000",850000,4,2.75,3320,5559,"2",0,0,3,9,3320,0,2012,0,"98075",47.5607,-122.031,3400,6854 +"3654200039","20150325T000000",390500,3,2.25,1530,1279,"2",0,0,3,7,1116,414,2007,0,"98177",47.7035,-122.357,1320,1427 +"2771602428","20141029T000000",455000,3,2.5,1180,932,"3",0,0,3,8,1180,0,2010,0,"98119",47.638,-122.375,1180,2632 +"1225039067","20150406T000000",455000,2,2,1190,1303,"2",0,0,3,8,800,390,2009,0,"98107",47.6675,-122.368,1670,2425 +"0625049359","20141203T000000",515000,3,2.25,1300,1180,"3",0,0,3,8,1300,0,2008,0,"98103",47.6871,-122.339,1300,1174 +"3278606050","20150401T000000",362500,3,3.5,1710,2212,"2",0,0,3,7,1400,310,2013,0,"98126",47.5459,-122.368,1580,2212 +"5112800291","20140924T000000",460000,3,2.5,2390,47480,"2",0,0,3,9,2390,0,2007,0,"98058",47.4517,-122.084,1720,44866 +"7853360300","20140904T000000",540000,4,3.5,3510,6005,"2",0,0,3,8,2750,760,2010,0,"98065",47.5168,-121.87,3090,5866 +"6056111063","20140731T000000",230000,3,1.75,1140,1165,"2",0,0,3,8,1140,0,2014,0,"98108",47.5638,-122.295,1150,1552 +"2767704649","20140929T000000",425000,2,2.5,1320,1329,"2",0,0,3,8,1180,140,2007,0,"98107",47.6728,-122.374,1490,5000 +"7683800205","20140519T000000",298450,5,3,2100,9752,"1",0,0,3,8,1200,900,2007,0,"98003",47.3341,-122.304,1270,10200 +"9406530150","20141222T000000",344000,4,2.5,2400,4848,"2",0,0,3,8,2400,0,2004,0,"98038",47.3626,-122.04,1980,5199 +"2979800409","20140505T000000",416286,3,2.5,1408,989,"3",0,0,3,8,1408,0,2005,0,"98115",47.6856,-122.315,1408,1342 +"1085622540","20150223T000000",379500,4,2.5,2560,5102,"2",0,0,3,8,2560,0,2013,0,"98092",47.3404,-122.181,2586,5059 +"4310701421","20140617T000000",350000,2,2.5,1260,1347,"3",0,0,3,8,1260,0,2005,0,"98103",47.6994,-122.341,1260,1356 +"2895800770","20150408T000000",258800,2,1.75,1290,1624,"2",0,0,3,8,1290,0,2014,0,"98106",47.5171,-122.347,1410,1963 +"3034200067","20141218T000000",620000,4,2.5,2730,9260,"2",0,0,3,8,2730,0,2008,0,"98133",47.7222,-122.331,2730,7357 +"3438501320","20140502T000000",295000,2,2.5,1630,1368,"2",0,0,3,7,1280,350,2009,0,"98106",47.5489,-122.363,1590,2306 +"8691450120","20150227T000000",908990,4,2.75,3530,6844,"2",0,0,3,10,3530,0,2014,0,"98075",47.5975,-121.985,3530,10038 +"6306810110","20141117T000000",485230,4,2.5,2714,12558,"2",0,0,3,9,2714,0,2014,0,"98031",47.3522,-122.201,2873,8269 +"3629990110","20140611T000000",475000,3,2.25,1630,2520,"2",0,0,3,7,1630,0,2005,0,"98029",47.5493,-121.998,1630,3131 +"0715010110","20140804T000000",1.24042e+006,5,3.25,5790,13726,"2",0,3,3,10,4430,1360,2014,0,"98006",47.5388,-122.114,5790,13726 +"3629700090","20140819T000000",635000,3,3,2230,1407,"2.5",0,0,3,8,1850,380,2013,0,"98027",47.5446,-122.017,2290,1407 +"3277801411","20141105T000000",350000,3,2.5,1380,1590,"2",0,0,3,9,1160,220,2012,0,"98126",47.5444,-122.375,1380,1590 +"8822901175","20141229T000000",345000,3,3.5,1320,1161,"3",0,0,3,8,1320,0,2010,0,"98125",47.7162,-122.294,1320,1161 +"6926700654","20140921T000000",700000,2,2,1490,713,"3",0,0,3,9,1490,0,2014,0,"98109",47.6356,-122.346,1490,1110 +"2768301482","20140821T000000",490000,3,2.25,1280,1520,"2",0,0,3,8,1080,200,2008,0,"98107",47.6651,-122.368,1280,1681 +"8895800110","20140805T000000",1.29989e+006,5,4,3870,5929,"2",0,0,3,10,3870,0,2014,0,"98052",47.6965,-122.134,3600,5625 +"3879900750","20140910T000000",579000,2,2.5,1280,1051,"2",0,0,3,8,1080,200,2009,0,"98119",47.6273,-122.359,1580,1279 +"7234600820","20150327T000000",552500,3,1.5,1300,1435,"2",0,0,3,8,1120,180,2007,0,"98122",47.6114,-122.31,1320,1652 +"1946000100","20150204T000000",467000,4,2.75,2170,5024,"2",0,0,3,8,2170,0,2012,0,"98059",47.495,-122.145,2460,5024 +"8943600870","20141113T000000",305000,4,2.25,1763,3717,"2",0,0,3,8,1763,0,2012,0,"98031",47.4213,-122.194,1763,3666 +"6145600557","20140509T000000",212000,2,1.5,1020,1525,"2",0,0,3,7,1020,0,2004,0,"98133",47.704,-122.347,1020,3844 +"7203140180","20140821T000000",429000,4,2.5,1840,4593,"2",0,0,3,7,1840,0,2010,0,"98053",47.6866,-122.013,1740,3600 +"3277801592","20140925T000000",479950,3,2,1820,1358,"3",0,0,3,9,1820,0,2014,0,"98126",47.5433,-122.376,1710,1367 +"0461003835","20141218T000000",825000,3,3.5,2670,3000,"2",0,0,3,9,1870,800,2014,0,"98117",47.6813,-122.372,1750,5000 +"0424069279","20150328T000000",1.18e+006,6,6.5,6260,10955,"2",0,0,3,11,4840,1420,2007,0,"98075",47.5947,-122.039,2710,12550 +"1760651000","20140613T000000",250000,3,2.25,1400,3814,"2",0,0,3,7,1400,0,2012,0,"98042",47.3584,-122.083,1610,3814 +"3057000070","20141027T000000",289000,2,1.5,1160,2158,"2",0,0,3,7,1160,0,1982,0,"98034",47.7178,-122.19,1150,2158 +"2895810200","20141002T000000",265000,3,2.5,1400,3368,"2",0,0,3,7,1400,0,2013,0,"98146",47.5134,-122.342,1400,4316 +"2325300060","20140515T000000",344000,3,2.5,1232,1130,"3",0,0,3,7,1232,0,2007,0,"98125",47.7185,-122.317,1232,1202 +"9151600055","20140709T000000",749000,4,2.75,2700,6000,"2",0,0,4,8,2100,600,1910,0,"98116",47.586,-122.383,2050,5400 +"7853321260","20140908T000000",492000,4,2.5,2550,6382,"2",0,0,3,7,2550,0,2007,0,"98065",47.5202,-121.87,2430,5900 +"4219610320","20150119T000000",552500,4,2.5,3260,6902,"2",0,0,3,8,3260,0,2008,0,"98059",47.4829,-122.156,3130,6588 +"2902200016","20141112T000000",653500,2,2.5,1680,1240,"2",0,0,3,8,1120,560,2014,0,"98102",47.6372,-122.324,2060,3630 +"7518507055","20150402T000000",855000,4,3.25,2630,2550,"2",0,0,3,10,2030,600,2006,0,"98117",47.6775,-122.385,1810,2600 +"7502700060","20141119T000000",333000,3,1.5,1260,5758,"2",0,0,3,7,1260,0,1999,0,"98006",47.5524,-122.139,3090,10142 +"3448740160","20140611T000000",415000,4,2.5,2550,4500,"2",0,0,3,7,2550,0,2009,0,"98059",47.4916,-122.153,2340,4526 +"0179001455","20141107T000000",445000,4,3.25,3450,5000,"2",0,0,3,8,3450,0,2008,0,"98178",47.4925,-122.273,1420,5000 +"8669160270","20140710T000000",273500,3,2.5,1550,3402,"2",0,0,3,7,1550,0,2009,0,"98002",47.3523,-122.212,2095,3402 +"4215270070","20140606T000000",969990,4,2.5,4150,8436,"2",0,0,3,10,4150,0,2014,0,"98075",47.5802,-122.039,4070,8438 +"0170000060","20141008T000000",1.2e+006,5,3.5,3900,4400,"2",0,0,3,9,2650,1250,2014,0,"98107",47.6607,-122.362,1190,4400 +"7410200431","20140806T000000",430000,3,3.25,1550,1444,"3",0,0,3,8,1550,0,2006,0,"98115",47.6767,-122.291,1550,1444 +"6600060140","20150323T000000",392000,4,2.5,2130,4000,"2",0,0,3,8,2130,0,2014,0,"98146",47.5108,-122.362,1830,7217 +"2324059314","20140702T000000",795000,4,2.5,2890,7798,"2",0,0,3,9,2890,0,2005,0,"98006",47.5456,-122.129,3300,30950 +"9376301111","20140630T000000",457000,3,2.5,1220,1330,"2",0,0,3,8,1010,210,2008,0,"98117",47.6904,-122.37,1360,3750 +"8956200560","20150320T000000",453000,4,2.5,2502,8306,"2",0,0,3,9,2502,0,2013,0,"98001",47.2953,-122.265,2597,6983 +"6749700002","20140509T000000",376000,3,2,1340,1384,"3",0,0,3,8,1340,0,2008,0,"98103",47.6973,-122.35,1110,1384 +"1438000390","20140804T000000",469995,4,2.5,2350,3800,"2",0,0,3,8,2350,0,2014,0,"98059",47.4783,-122.123,2670,4180 +"8682301600","20150504T000000",540000,3,2.5,1810,3930,"2",0,0,3,8,1810,0,2008,0,"98053",47.7169,-122.02,1560,5100 +"7853361370","20140502T000000",555000,4,2.5,3310,6500,"2",0,0,3,8,3310,0,2012,0,"98065",47.515,-121.87,2380,5000 +"3333001997","20140725T000000",445000,3,2,1620,5101,"1",0,0,3,7,590,1030,2006,0,"98118",47.5448,-122.288,1700,7750 +"7899800857","20141215T000000",256950,2,2,1070,635,"2",0,0,3,9,720,350,2008,0,"98106",47.5212,-122.357,1070,928 +"7338220370","20141006T000000",297000,4,2.5,2230,4952,"2",0,0,3,8,2230,0,2011,0,"98002",47.3363,-122.211,2030,3721 +"9406530160","20141017T000000",320000,4,2.5,1970,4558,"2",0,0,3,8,1970,0,2005,0,"98038",47.3627,-122.04,1980,5123 +"7853280370","20141114T000000",805000,5,4.5,4600,7810,"2",0,0,3,9,3200,1400,2006,0,"98065",47.5381,-121.86,4480,6324 +"2937300520","20140801T000000",799990,4,2.75,3110,6050,"2",0,0,3,9,3110,0,2014,0,"98052",47.705,-122.126,3590,6054 +"2738640310","20150409T000000",680000,4,2.5,3490,3677,"2",0,0,3,9,2850,640,2007,0,"98072",47.774,-122.162,3440,3600 +"6056100312","20140624T000000",395000,3,2.5,1600,1936,"2",0,0,3,7,1600,0,2007,0,"98108",47.5629,-122.297,1600,1936 +"2856100260","20141202T000000",732000,3,2.5,1960,3060,"2",0,0,3,8,1960,0,2010,0,"98117",47.6764,-122.389,1220,3060 +"2724049222","20140802T000000",163800,2,2.5,1000,1092,"2",0,0,3,7,990,10,2004,0,"98118",47.5419,-122.271,1330,1466 +"2724049222","20141201T000000",220000,2,2.5,1000,1092,"2",0,0,3,7,990,10,2004,0,"98118",47.5419,-122.271,1330,1466 +"6149700197","20141106T000000",308625,2,2,1500,1408,"3",0,0,3,7,1500,0,1999,0,"98133",47.7293,-122.343,1500,1245 +"3166900200","20150331T000000",375000,3,2.5,2424,5931,"2",0,0,3,9,2424,0,2014,0,"98042",47.3515,-122.134,2424,6036 +"5137800030","20140701T000000",300000,4,2.5,2303,3826,"2",0,0,3,8,2303,0,2006,0,"98092",47.3258,-122.165,2516,4500 +"3832080070","20140616T000000",284000,3,2.5,1880,6008,"2",0,0,3,7,1880,0,2009,0,"98042",47.3366,-122.052,2180,5185 +"9828702336","20150220T000000",610000,2,2,1210,740,"2",0,0,3,8,780,430,2014,0,"98112",47.6206,-122.3,1480,1171 +"7203180370","20150324T000000",955000,4,3.25,3720,6765,"2",0,0,3,9,3720,0,2012,0,"98053",47.688,-122.018,3100,6790 +"3901100030","20140627T000000",982000,4,2.75,3610,8580,"2",0,0,3,9,3610,0,2014,0,"98033",47.6706,-122.173,2360,8580 +"3126049500","20140522T000000",359000,3,1.5,1360,885,"3",0,0,3,8,1360,0,2008,0,"98103",47.6961,-122.349,1360,1167 +"6666830390","20140718T000000",779380,5,2.5,2590,7084,"2",0,0,3,8,2590,0,2014,0,"98052",47.7053,-122.113,3010,4823 +"1832100055","20140630T000000",1.51e+006,5,3.25,4390,11250,"2",0,0,3,10,4390,0,2007,0,"98040",47.5785,-122.225,2160,9249 +"3629700030","20150223T000000",635000,3,3,2290,1407,"2.5",0,0,3,8,1890,400,2014,0,"98027",47.5446,-122.017,2230,1407 +"3630200960","20140826T000000",1.06e+006,4,3.75,3880,9979,"2.5",0,0,3,10,3880,0,2007,0,"98029",47.5408,-121.992,3130,6112 +"7625702431","20140716T000000",389500,3,2.5,1350,874,"3",0,0,3,8,1270,80,2006,0,"98136",47.549,-122.387,1350,886 +"2895800390","20140807T000000",359800,5,2.5,2170,2752,"2",0,0,3,8,2170,0,2014,0,"98106",47.5165,-122.346,1800,2752 +"3753000030","20140527T000000",399950,3,3,1296,1051,"3",0,0,3,8,1296,0,2009,0,"98125",47.7175,-122.284,1520,1939 +"1773100926","20140603T000000",320000,3,3.25,1530,1602,"2",0,0,3,8,1140,390,2013,0,"98106",47.5555,-122.362,1450,1198 +"0301400320","20140725T000000",255900,3,2.5,1489,3266,"2",0,0,3,7,1489,0,2014,0,"98002",47.3452,-122.217,1537,3273 +"6600060160","20150209T000000",380000,4,2.5,2130,4467,"2",0,0,3,8,2130,0,2014,0,"98146",47.5108,-122.363,1830,8160 +"1861100267","20140918T000000",580000,3,2.75,1430,1521,"2",0,0,3,9,1130,300,2009,0,"98119",47.6353,-122.371,1930,2700 +"3438500036","20150429T000000",545000,5,3.75,2380,7268,"1",0,0,3,8,1430,950,2008,0,"98106",47.5571,-122.357,2040,10810 +"3869900036","20140725T000000",451300,3,2.5,1420,814,"2",0,0,3,8,1140,280,2008,0,"98136",47.5429,-122.387,1340,1382 +"1042700270","20140616T000000",852880,4,3.25,3450,6184,"2",0,0,3,9,3450,0,2014,0,"98074",47.6072,-122.054,3020,5369 +"6817750340","20140919T000000",305000,4,2.5,1914,3150,"2",0,0,3,8,1914,0,2009,0,"98055",47.43,-122.188,1714,3164 +"3448001412","20150430T000000",295000,2,1.5,988,1080,"3",0,0,3,7,988,0,2007,0,"98125",47.7123,-122.301,1128,1080 +"0301400800","20141016T000000",261000,3,2.25,1584,2800,"2",0,0,3,7,1584,0,2012,0,"98002",47.3451,-122.214,1584,2800 +"7852090570","20150317T000000",560000,4,2.5,2630,5710,"2",0,0,3,8,2630,0,2001,0,"98065",47.5342,-121.876,2550,5500 +"7203180070","20140919T000000",795000,4,3.25,3520,5250,"2",0,0,3,9,3520,0,2012,0,"98053",47.6869,-122.019,3220,5781 +"5416510200","20140929T000000",384950,4,2.5,2380,4913,"2",0,0,3,8,2380,0,2006,0,"98038",47.3607,-122.038,2580,5311 +"1931300977","20140508T000000",500000,3,1.75,1410,1197,"3",0,0,3,8,1410,0,2012,0,"98103",47.6558,-122.348,1350,2512 +"7853390260","20150205T000000",640000,4,3.5,3220,5741,"2",0,0,3,9,3220,0,2013,0,"98065",47.5169,-121.886,2960,6534 +"9578500810","20141121T000000",418000,4,3.25,3266,5969,"2",0,0,3,8,3266,0,2014,0,"98023",47.2975,-122.35,3087,5169 +"6844700575","20141010T000000",799000,3,2,2550,4794,"2",0,0,3,9,2550,0,2007,0,"98115",47.6955,-122.29,1630,5100 +"3751601877","20150320T000000",552900,4,3.5,3828,18900,"2.5",0,0,3,9,3828,0,2014,0,"98001",47.2851,-122.277,2120,18900 +"3869900136","20141219T000000",539950,3,2.25,1670,1596,"3",0,0,3,8,1670,0,2014,0,"98136",47.5402,-122.387,1640,1310 +"8956200960","20150120T000000",524225,4,2.5,3056,11385,"2",0,0,3,9,3056,0,2014,0,"98001",47.2905,-122.264,2849,8607 +"2883200083","20150202T000000",424950,2,1.5,1000,1188,"3",0,0,3,8,1000,0,2005,0,"98115",47.6823,-122.327,2300,3500 +"2028700570","20141125T000000",560000,3,3.25,1530,1786,"2",0,0,3,8,1200,330,2007,0,"98117",47.6783,-122.366,1390,2900 +"4188300030","20150429T000000",715000,5,3,3490,6091,"2",0,0,3,9,3490,0,2009,0,"98011",47.7744,-122.225,2870,5932 +"7883603648","20140522T000000",300000,5,2.5,2760,6000,"2",0,0,3,8,2760,0,2006,0,"98108",47.5289,-122.321,1360,6000 +"3630080030","20150224T000000",405000,3,2.5,1440,2163,"2",0,0,3,7,1440,0,2005,0,"98029",47.554,-121.998,1440,2207 +"0173000036","20141007T000000",327000,3,3,1370,1001,"3",0,0,3,8,1370,0,2009,0,"98133",47.7302,-122.355,1399,1151 +"2862500070","20141209T000000",859950,6,4,3180,6551,"2",0,0,3,9,3180,0,2014,0,"98074",47.6236,-122.023,3230,7602 +"7017200055","20150113T000000",560000,4,3,2720,7570,"2",0,0,3,9,2720,0,2008,0,"98133",47.7113,-122.349,1770,5705 +"3278611610","20140907T000000",379900,3,2.5,1800,2792,"2",0,0,3,8,1800,0,2011,0,"98126",47.5442,-122.371,1580,2617 +"4305500030","20150501T000000",625000,3,2.5,3220,6409,"2",0,0,3,9,3220,0,2008,0,"98059",47.4815,-122.127,3330,6231 +"0255460240","20150423T000000",398096,3,2.5,2370,5321,"2",0,0,3,8,2370,0,2014,0,"98038",47.37,-122.019,2370,4357 +"1773100416","20141120T000000",315000,3,2.5,1410,1325,"2",0,0,3,7,1180,230,2007,0,"98106",47.5582,-122.363,1270,1282 +"2937300560","20141212T000000",939000,4,3.5,3640,6049,"2",0,0,3,9,3640,0,2014,0,"98052",47.7049,-122.125,3590,6104 +"9510860560","20140725T000000",674000,3,2.5,1920,3624,"2",0,0,3,9,1920,0,2003,0,"98052",47.6647,-122.087,1930,3533 +"1085621740","20140814T000000",306000,4,2.5,2267,3577,"2",0,0,3,7,2267,0,2014,0,"98092",47.3384,-122.18,2056,3577 +"4139300135","20140709T000000",2.321e+006,5,4.75,5780,17004,"2",0,0,3,11,4260,1520,2006,0,"98040",47.5802,-122.212,3460,10855 +"5100400241","20150202T000000",394950,2,1,1131,1304,"3",0,0,3,7,1131,0,2011,0,"98115",47.6912,-122.313,1131,1992 +"2428100070","20140918T000000",914154,3,3.5,2940,6431,"2",0,0,3,10,2940,0,2014,0,"98075",47.5818,-122.047,2760,6695 +"0726059485","20141117T000000",496000,3,2.5,2180,4533,"2",0,0,3,7,2180,0,2010,0,"98011",47.754,-122.215,2180,7347 +"9834201370","20150417T000000",430100,3,2.25,1400,1078,"2",0,0,3,8,940,460,2009,0,"98144",47.5701,-122.288,1420,1230 +"8564860270","20140708T000000",449990,4,2.5,2680,5539,"2",0,0,3,8,2680,0,2013,0,"98045",47.4759,-121.734,2680,5992 +"8564860270","20150330T000000",502000,4,2.5,2680,5539,"2",0,0,3,8,2680,0,2013,0,"98045",47.4759,-121.734,2680,5992 +"3395071580","20150311T000000",310000,3,2.5,1300,3612,"2",0,0,3,7,1300,0,2005,0,"98118",47.5328,-122.282,1390,2943 +"3682000060","20150323T000000",349950,4,3.5,2796,3520,"2.5",0,0,3,8,2796,0,2013,0,"98001",47.3427,-122.278,2040,5195 +"1646500810","20140919T000000",625000,2,1.75,1460,1500,"2",0,0,3,8,1000,460,2008,0,"98103",47.6853,-122.356,1440,4120 +"7768800160","20140827T000000",1.05471e+006,4,3.5,4210,6481,"2",0,3,3,9,3260,950,2014,0,"98075",47.5765,-122.072,3920,5331 +"3629980860","20140707T000000",680000,4,2.75,2330,3920,"2",0,0,3,9,2330,0,2005,0,"98029",47.5525,-121.99,2410,4063 +"0629890070","20140515T000000",828950,4,3.5,3930,5680,"2",0,1,3,9,2820,1110,2013,0,"98027",47.5528,-122.076,3700,5816 +"7299600140","20150403T000000",274950,3,2.5,1608,4000,"2",0,0,3,8,1608,0,2014,0,"98092",47.2582,-122.198,2009,4983 +"1332700030","20150312T000000",293000,2,2.25,1610,1968,"2",0,0,4,7,1610,0,1979,0,"98056",47.5184,-122.196,1950,1968 +"3630220140","20140613T000000",795000,4,3.5,3200,3250,"2",0,0,3,9,2670,530,2007,0,"98029",47.5515,-122,3400,3663 +"0301400240","20140922T000000",282900,4,2.5,1710,3500,"2",0,0,3,7,1710,0,2014,0,"98002",47.3448,-122.217,1710,3500 +"1233100710","20150416T000000",909950,5,3.75,3050,8972,"2",0,0,3,9,3050,0,2014,0,"98033",47.6819,-122.172,2750,8979 +"0293070270","20141104T000000",922755,4,3.5,3560,4951,"2",0,0,3,9,3560,0,2014,0,"98074",47.6178,-122.055,3540,5500 +"3304030140","20150416T000000",424000,4,2.5,2650,8685,"2",0,0,3,9,2650,0,2006,0,"98001",47.344,-122.269,2650,7932 +"5095401070","20150423T000000",630000,3,2.5,3490,12410,"2",0,0,3,8,2590,900,2009,0,"98059",47.4714,-122.071,1740,14448 +"6358900070","20141222T000000",810000,4,3.25,4140,46173,"2",0,0,3,9,4140,0,2007,0,"98011",47.7647,-122.213,2060,43103 +"8141310030","20140730T000000",256703,3,2,1670,4441,"1",0,0,3,7,1670,0,2014,0,"98022",47.1948,-121.975,1670,4622 +"7203140270","20140515T000000",386380,3,2.5,1720,3600,"2",0,0,3,7,1720,0,2010,0,"98053",47.6856,-122.013,1720,3600 +"8682320320","20140916T000000",485000,2,2,1510,3961,"1",0,0,3,8,1510,0,2010,0,"98053",47.709,-122.018,1510,3962 +"9542840340","20150211T000000",275000,3,2.25,1450,4040,"2",0,0,3,7,1450,0,2010,0,"98038",47.3665,-122.022,1610,4040 +"3943600140","20150302T000000",370000,4,2.5,1812,5026,"2",0,0,3,8,1812,0,2011,0,"98055",47.4513,-122.202,2440,6007 +"2902200240","20140610T000000",499950,2,2.25,1060,1208,"2",0,0,3,8,940,120,2005,0,"98102",47.6371,-122.327,1300,1169 +"3274800505","20150424T000000",502000,3,2.5,1600,3073,"3",0,0,3,8,1600,0,2009,0,"98144",47.5934,-122.298,1130,2921 +"8080400136","20140620T000000",654000,3,3.25,1530,1565,"2",0,0,3,8,1280,250,2005,0,"98122",47.6179,-122.312,1530,1381 +"6371000079","20140714T000000",575000,4,2.25,2070,1230,"3",0,0,3,9,1500,570,2013,0,"98116",47.5775,-122.41,1569,4802 +"5379801920","20150415T000000",500000,4,2.5,3630,7482,"2",0,0,3,10,3630,0,2008,0,"98188",47.4565,-122.287,1600,15716 +"8562770320","20150114T000000",554000,3,2.5,2140,4126,"2",0,0,3,8,1960,180,2005,0,"98027",47.5368,-122.073,2280,2615 +"3449000200","20150508T000000",360000,4,1.75,2010,12188,"1",0,0,4,7,1150,860,1960,0,"98059",47.5013,-122.147,1720,8475 +"0255470030","20150429T000000",619990,4,2.75,2630,4501,"2",0,0,3,8,2630,0,2015,0,"98028",47.7748,-122.244,2380,4599 +"0629650030","20150312T000000",317500,4,2.5,2233,6025,"2",0,0,3,7,2233,0,2012,0,"98001",47.2599,-122.256,1544,6036 +"3574770030","20140828T000000",564950,4,2.75,2990,4521,"2",0,0,3,7,2990,0,2014,0,"98028",47.7401,-122.226,2580,7539 +"7589700055","20140611T000000",545000,2,1.25,1240,2150,"2",0,0,3,8,1240,0,2014,0,"98117",47.6884,-122.374,1340,5289 +"3832050570","20150501T000000",333700,3,2.5,2230,5050,"2",0,0,3,7,2230,0,2006,0,"98042",47.3359,-122.055,2260,5050 +"5167000140","20140711T000000",1.48e+006,3,3.25,3700,2264,"2",0,0,3,11,2280,1420,1998,0,"98033",47.6653,-122.205,3930,2567 +"9578060370","20150408T000000",530000,4,3,2290,5105,"2",0,0,3,8,2290,0,2012,0,"98028",47.7727,-122.237,2450,5105 +"2767604253","20150413T000000",396000,2,1.5,950,865,"3",0,0,3,8,950,0,2006,0,"98107",47.6714,-122.382,1290,1189 +"8562780800","20141016T000000",305000,2,1.75,1120,758,"2",0,0,3,7,1120,0,2012,0,"98027",47.5325,-122.072,1150,758 +"0603000926","20140522T000000",380000,5,3.5,2420,4670,"2",0,0,3,7,2420,0,2013,0,"98118",47.5241,-122.285,1430,4468 +"6817750510","20150303T000000",305000,4,2.5,1714,3250,"2",0,0,3,8,1714,0,2010,0,"98055",47.429,-122.189,1714,3250 +"0423059409","20140928T000000",440000,4,2.5,2230,5650,"2",0,0,3,7,2230,0,2011,0,"98056",47.5073,-122.168,1590,7241 +"0522049074","20140627T000000",459000,4,3,2530,10000,"2",0,0,3,7,2530,0,2013,0,"98148",47.431,-122.335,1420,9898 +"1934800193","20150306T000000",530000,3,3.5,1550,1233,"2",0,0,3,8,1160,390,2005,0,"98122",47.6034,-122.309,1490,1539 +"0847100046","20150416T000000",600000,4,2.75,3110,11225,"2",0,0,3,8,3110,0,2012,0,"98059",47.4865,-122.143,2610,8535 +"1250200693","20140718T000000",515000,3,3,2100,2409,"2",0,0,3,8,1660,440,2008,0,"98144",47.5973,-122.298,1900,2400 +"7338220200","20150408T000000",275000,4,2.5,2150,3721,"2",0,0,3,8,2150,0,2007,0,"98002",47.3363,-122.215,2150,3721 +"1982201596","20150112T000000",540000,3,1.75,1630,1404,"2",0,0,3,8,1020,610,2014,0,"98107",47.6646,-122.367,1420,1670 +"7853270830","20140805T000000",445000,3,2.5,2230,7934,"2",0,0,3,7,2230,0,2005,0,"98065",47.5439,-121.88,2310,4818 +"9352900200","20150407T000000",285000,3,2.5,1320,955,"3",0,0,3,7,1320,0,2009,0,"98106",47.5202,-122.357,1300,1003 +"8850000517","20140731T000000",480000,3,2.5,1590,1431,"2",0,0,3,8,1060,530,2010,0,"98144",47.5893,-122.309,1620,1548 +"3395070560","20150120T000000",440000,5,3.25,2610,3642,"2",0,0,3,8,2080,530,2005,0,"98118",47.535,-122.284,1750,3118 +"7211400576","20150211T000000",287450,3,2.5,1440,2500,"2",0,0,3,7,1440,0,2008,0,"98146",47.5123,-122.358,1440,5000 +"5169700132","20150401T000000",507950,4,2.5,2630,6283,"2",0,0,3,9,2630,0,2006,0,"98059",47.5079,-122.158,2630,7210 +"3204960200","20140619T000000",750000,3,3.5,3390,10078,"2",0,0,3,10,3040,350,2012,0,"98056",47.537,-122.185,3290,12332 +"8024200681","20140703T000000",425000,3,1.5,1400,1022,"3",0,0,3,8,1400,0,2007,0,"98115",47.6989,-122.317,1270,1205 +"9358000550","20141202T000000",420000,3,3.5,1900,2133,"2",0,0,3,8,1520,380,2009,0,"98126",47.5675,-122.369,1530,3264 +"7625702444","20140510T000000",394950,3,2.5,1350,1250,"3",0,0,3,8,1270,80,2006,0,"98136",47.5491,-122.387,1350,886 +"7853370260","20140711T000000",635000,4,3.25,3420,6752,"2",0,2,3,9,3030,390,2012,0,"98065",47.517,-121.876,3010,5172 +"0522079068","20150506T000000",513000,3,2.5,2150,161607,"2",0,0,3,7,1330,820,1995,0,"98038",47.4178,-121.937,2400,207781 +"3023000200","20150505T000000",380000,4,2.5,2110,5306,"2",0,0,3,8,2110,0,2012,0,"98038",47.356,-122.057,2250,5306 +"3758900023","20140521T000000",1.13e+006,4,3.25,3810,8519,"1",0,1,3,10,2680,1130,2007,0,"98033",47.699,-122.207,3240,10748 +"6204050160","20140608T000000",540000,5,3,2870,4369,"2",0,0,3,8,2090,780,2007,0,"98011",47.7449,-122.192,2640,4610 +"8562780200","20150427T000000",352499,2,2.25,1240,705,"2",0,0,3,7,1150,90,2009,0,"98027",47.5321,-122.073,1240,750 +"7702600949","20150505T000000",603000,4,3.5,3610,6345,"2",0,0,3,9,2370,1240,2008,0,"98058",47.4283,-122.102,3010,29279 +"3442000127","20140530T000000",685000,4,2.5,2310,5100,"2",0,0,3,9,2310,0,2013,0,"98177",47.7039,-122.36,1260,5100 +"0255550070","20140626T000000",330675,4,3,1930,3031,"1",0,0,3,7,1200,730,2006,0,"98019",47.7457,-121.985,1930,2611 +"7165700200","20140605T000000",275000,3,3,1390,1080,"2",0,0,3,7,1140,250,2006,0,"98118",47.5323,-122.281,1450,1081 +"8096800270","20140716T000000",259950,3,2.5,1578,7340,"2",0,0,3,7,1578,0,2010,0,"98030",47.3771,-122.186,1850,7200 +"4046500160","20140729T000000",441000,3,2,1720,15000,"1",0,0,3,9,1720,0,2011,0,"98014",47.6927,-121.92,1900,15337 +"7882600326","20141203T000000",1.135e+006,5,3.75,4700,11237,"2",0,0,3,10,2930,1770,2006,0,"98033",47.6624,-122.197,3180,13140 +"9122001230","20141205T000000",590000,3,3.5,1970,5079,"2",0,0,3,8,1680,290,2007,0,"98144",47.5816,-122.296,1940,6000 +"6373000187","20140918T000000",497000,3,2.25,1460,1353,"2",0,0,3,8,1050,410,2012,0,"98116",47.5774,-122.412,1690,3776 +"7967000200","20141121T000000",345500,3,2.5,1930,4000,"2",0,0,3,8,1930,0,2014,0,"98001",47.3518,-122.275,2050,4000 +"2902200241","20140623T000000",562500,3,2.25,1300,907,"2",0,0,3,8,1000,300,2006,0,"98102",47.6371,-122.327,1300,1169 +"0291310390","20140904T000000",355000,3,2.25,1445,1087,"2",0,0,3,7,1300,145,2005,0,"98027",47.5339,-122.067,1410,1336 +"1604601572","20140905T000000",345000,2,2.25,860,696,"2",0,0,3,9,860,0,2009,0,"98118",47.5663,-122.29,1100,3000 +"0259500270","20140505T000000",478000,3,2.5,3040,4535,"2",0,0,3,9,3040,0,2007,0,"98056",47.51,-122.185,2670,4666 +"3166900270","20150402T000000",391500,3,2.5,2424,6143,"2",0,0,3,9,2424,0,2014,0,"98030",47.3512,-122.135,2381,6036 +"2926049582","20150412T000000",265000,2,1.5,1084,3427,"2",0,0,3,7,1084,0,1976,0,"98125",47.7117,-122.326,1084,6250 +"3438503230","20141030T000000",395000,3,2.5,2510,5320,"2",0,0,3,8,2510,0,2005,0,"98106",47.5374,-122.357,1820,5736 +"2827100075","20140727T000000",286308,2,1.5,1220,1036,"3",0,0,3,7,1220,0,2006,0,"98133",47.7348,-122.347,1210,659 +"1702900624","20140527T000000",370000,2,2.25,1280,835,"2",0,0,3,7,1080,200,2009,0,"98118",47.5592,-122.284,1280,1246 +"2856100935","20140923T000000",1.079e+006,5,3.5,3740,5610,"2",0,0,3,9,2860,880,2014,0,"98117",47.6764,-122.392,1520,4590 +"0301401620","20141015T000000",298900,3,2.5,1852,4000,"2",0,0,3,7,1852,0,2014,0,"98002",47.3451,-122.209,2475,4000 +"3630200520","20150421T000000",775000,4,2.5,2580,5787,"2",0,0,3,9,2580,0,2007,0,"98029",47.5416,-121.994,2580,4410 +"0323079065","20140624T000000",790000,4,3.5,3190,31450,"2",0,0,3,9,3190,0,2010,0,"98027",47.501,-121.902,3000,72745 +"7172200125","20140827T000000",1.05e+006,3,2.5,3400,5119,"2",0,0,3,8,2300,1100,2014,0,"98115",47.6843,-122.305,1740,5969 +"3057000400","20140708T000000",249000,2,1.5,1090,2686,"2",0,0,3,7,1090,0,1982,0,"98034",47.717,-122.19,1160,2158 +"3022900070","20140929T000000",348000,3,2,2360,6145,"1",0,0,3,8,2360,0,2011,0,"98030",47.3564,-122.198,2304,5880 +"9406710060","20141114T000000",358000,5,2.5,2460,5604,"2",0,0,3,8,2460,0,2011,0,"98038",47.3658,-122.037,2210,6395 +"3353401070","20140625T000000",260000,5,2.5,2025,7760,"2",0,0,3,7,2025,0,2007,0,"98001",47.2671,-122.256,1664,9000 +"7853280570","20140604T000000",765000,4,3,4410,5104,"2",0,0,3,9,3400,1010,2006,0,"98065",47.5392,-121.861,4390,5537 +"6192410550","20140528T000000",739000,3,2.5,2810,5400,"2",0,0,3,9,2810,0,2005,0,"98052",47.7065,-122.118,2870,5400 +"8562710520","20140505T000000",890000,5,3.5,4490,6000,"2",0,0,3,10,3200,1290,2006,0,"98027",47.5396,-122.073,4530,6000 +"1543000060","20140607T000000",462000,4,2.5,3070,6432,"2",0,0,3,9,3070,0,2006,0,"98055",47.4487,-122.205,2910,5106 +"9536600810","20140708T000000",380000,4,2.5,1984,32400,"1",0,0,3,8,1564,420,1962,0,"98198",47.36,-122.318,1390,9152 +"5428000070","20150511T000000",770000,5,3.5,4750,8234,"2",0,2,3,10,3350,1400,2013,0,"98198",47.3574,-122.318,2160,14496 +"2309000060","20140818T000000",641000,4,3.25,2760,4104,"2",0,0,3,8,1900,860,2014,0,"98056",47.5286,-122.187,2760,5186 +"8043700105","20150417T000000",2.3e+006,4,4,4360,8175,"2.5",1,4,3,10,3940,420,2007,0,"98008",47.5724,-122.104,2670,8525 +"7792000140","20150504T000000",369000,4,2.5,3060,27251,"1.5",0,0,3,8,3060,0,2008,0,"98022",47.1967,-121.966,1760,27251 +"5244801550","20140916T000000",1.112e+006,4,3,2770,2650,"2",0,0,3,9,2180,590,2014,0,"98109",47.6435,-122.354,1820,2960 +"9310300160","20140828T000000",357000,5,2.5,2990,9240,"2",0,0,3,8,2990,0,2015,0,"98133",47.7384,-122.348,1970,18110 +"6762700376","20141126T000000",650000,3,2.75,1540,1251,"2",0,0,3,8,1230,310,2002,0,"98102",47.6298,-122.321,1540,1287 +"1972200428","20140625T000000",563500,3,2.5,1400,1312,"3.5",0,0,3,8,1400,0,2007,0,"98103",47.6534,-122.355,1350,1312 +"7304301231","20140617T000000",345000,3,2.5,1680,2229,"2",0,0,3,7,1680,0,2007,0,"98155",47.7484,-122.322,1230,9300 +"9512200140","20140725T000000",479950,3,2,2260,7163,"1",0,0,3,9,2260,0,2012,0,"98058",47.4593,-122.136,2340,6730 +"7853400260","20140513T000000",660000,4,3.5,3400,5196,"2",0,0,3,9,3400,0,2012,0,"98065",47.5169,-121.884,3170,5260 +"0097600140","20140729T000000",800000,4,2.5,2930,5000,"2",0,0,3,9,2760,170,2007,0,"98006",47.5424,-122.12,3230,5778 +"2822059360","20140724T000000",253101,3,2,1239,6036,"1",0,0,3,7,1239,0,2009,0,"98030",47.3689,-122.175,2060,5746 +"6056110200","20140929T000000",555000,3,3.5,2100,2479,"2",0,0,3,9,1450,650,2011,0,"98118",47.562,-122.292,1800,2457 +"6300000226","20140626T000000",240000,4,1,1200,2171,"1.5",0,0,3,7,1200,0,1933,0,"98133",47.7076,-122.342,1130,1598 +"6300000226","20150504T000000",380000,4,1,1200,2171,"1.5",0,0,3,7,1200,0,1933,0,"98133",47.7076,-122.342,1130,1598 +"9524100196","20141117T000000",239000,2,1.5,680,772,"2",0,0,3,7,680,0,2005,0,"98103",47.695,-122.343,690,1059 +"3013300685","20150318T000000",760000,4,3.25,2690,3995,"2",0,0,3,9,2060,630,2014,0,"98136",47.532,-122.384,1810,4590 +"2619950070","20140826T000000",430000,4,2.5,2750,7200,"2",0,0,3,8,2750,0,2011,0,"98019",47.7327,-121.966,2750,7200 +"7203110240","20140522T000000",660000,3,2.5,2450,4332,"2",0,0,3,8,2450,0,2010,0,"98053",47.6942,-122.016,2450,4154 +"7694200350","20140820T000000",399963,4,2.5,2620,4050,"2",0,0,3,8,2620,0,2014,0,"98146",47.5017,-122.34,2030,3944 +"0007600136","20140718T000000",411000,2,2,1130,1148,"2",0,0,3,9,800,330,2007,0,"98122",47.6023,-122.314,1350,1201 +"1442880160","20140627T000000",483453,4,2.75,2790,5527,"2",0,0,3,8,2790,0,2014,0,"98045",47.4827,-121.773,2620,5509 +"3277801580","20141110T000000",469950,3,2,1820,1357,"3",0,0,3,9,1820,0,2014,0,"98126",47.5432,-122.376,1710,1372 +"1442880640","20140715T000000",504058,4,2.75,2910,7467,"2",0,0,3,8,2910,0,2013,0,"98045",47.4841,-121.772,2790,7868 +"3845101070","20150428T000000",425996,4,2.5,2568,5000,"2",0,0,3,9,2568,0,2014,0,"98092",47.2596,-122.194,2547,4500 +"6791900260","20140708T000000",760005,4,2.75,3090,5859,"2",0,0,3,9,3090,0,2010,0,"98074",47.6057,-122.047,2960,5250 +"9828702339","20150420T000000",699999,2,2,1460,1085,"2",0,0,3,8,950,510,2014,0,"98112",47.6205,-122.299,1580,1202 +"2255500125","20140716T000000",749950,3,2.5,2010,2263,"2",0,0,3,8,1340,670,2014,0,"98122",47.6088,-122.311,1500,2670 +"5541300135","20140708T000000",674600,4,2.5,2610,5140,"2",0,0,3,8,2610,0,2006,0,"98103",47.6951,-122.346,1190,5101 +"4083306616","20150224T000000",450000,2,1.5,960,1000,"2",0,0,3,8,920,40,2008,0,"98103",47.6489,-122.335,1200,1297 +"8096800260","20150407T000000",272000,3,2.5,1528,7616,"2",0,0,3,7,1528,0,2011,0,"98030",47.3774,-122.186,1850,7340 +"2997800024","20140714T000000",450000,2,1.5,1310,1264,"2",0,0,3,8,1120,190,2006,0,"98106",47.5772,-122.409,1330,1265 +"0952005863","20150505T000000",643950,3,2.25,1760,2122,"3",0,0,3,9,1760,0,2015,0,"98116",47.5633,-122.385,1420,1618 +"7772850060","20141110T000000",290000,3,2.5,1420,3542,"2",0,0,3,8,1310,110,2007,0,"98133",47.7731,-122.343,1180,1622 +"6130500070","20141008T000000",378000,3,2.5,1650,2082,"3",0,0,3,8,1650,0,2007,0,"98133",47.7108,-122.332,1650,1965 +"8682300400","20140619T000000",728050,3,2.5,2320,6775,"1",0,0,3,8,2320,0,2008,0,"98053",47.7158,-122.016,1680,4750 +"8956200990","20150426T000000",499160,4,2.5,2628,11466,"2",0,0,3,9,2628,0,2014,0,"98001",47.2904,-122.264,2849,10909 +"9532000070","20141201T000000",536000,4,2.5,2520,4831,"2",0,0,3,8,2520,0,2009,0,"98072",47.7711,-122.168,2430,3937 +"7570050070","20150205T000000",419900,5,3.5,2880,5000,"2",0,0,3,8,2260,620,2012,0,"98038",47.3455,-122.023,2590,4800 +"0946000295","20141210T000000",469000,3,2.25,1440,1362,"3",0,0,3,7,1440,0,2014,0,"98117",47.6908,-122.365,1180,2603 +"3831250350","20150408T000000",374000,3,2.5,2185,6042,"2",0,0,3,9,2185,0,2009,0,"98030",47.3573,-122.202,2297,5876 +"6056100160","20140728T000000",182568,4,1.5,1500,2106,"2",0,0,3,7,1500,0,2014,0,"98108",47.5669,-122.297,1490,2175 +"1402970070","20140626T000000",334888,3,2.5,1769,7324,"2",0,0,3,9,1769,0,2012,0,"98092",47.3307,-122.188,2502,6017 +"2524059267","20140917T000000",799900,4,4,3650,18223,"2",0,3,3,9,3330,320,2013,0,"98006",47.5442,-122.116,3220,11022 +"8091670030","20140512T000000",383000,4,2.5,2160,6223,"2",0,0,3,8,2160,0,2010,0,"98038",47.3494,-122.042,2160,5555 +"1825079046","20141218T000000",580000,3,2.5,1820,374616,"2",0,0,3,7,1820,0,1999,0,"98014",47.6539,-121.959,1870,220654 +"0255450390","20140707T000000",351999,3,2.5,2370,4200,"2",0,0,3,8,2370,0,2014,0,"98038",47.3706,-122.017,2370,4200 +"9301300270","20150223T000000",1.325e+006,3,3,3180,2758,"2",0,2,3,11,2240,940,2008,0,"98109",47.6377,-122.342,2420,2758 +"9347300160","20150125T000000",312000,3,2.5,1780,4077,"2",0,0,3,8,1780,0,2011,0,"98038",47.3568,-122.056,1970,4077 +"0710600070","20140912T000000",674950,4,3.5,2650,3127,"2",0,0,3,8,2230,420,2011,0,"98027",47.5381,-122.046,2330,3137 +"5556300116","20141229T000000",1.105e+006,5,2.75,3300,7560,"2",0,0,3,10,3300,0,2007,0,"98052",47.6467,-122.118,3150,8580 +"1324300126","20150313T000000",415000,2,2.5,1160,1219,"3",0,0,3,8,1160,0,2007,0,"98107",47.6543,-122.358,1320,2800 +"9279700013","20140710T000000",1.25e+006,3,3,3460,5353,"2",0,0,3,10,2850,610,2007,0,"98116",47.5858,-122.393,2460,6325 +"3336500140","20140919T000000",208800,3,2.5,1390,2450,"2",0,0,3,7,1390,0,2009,0,"98118",47.5298,-122.269,1390,2450 +"2767604212","20141029T000000",452000,2,2.5,1260,1131,"3",0,0,3,8,1260,0,2006,0,"98107",47.6715,-122.384,1490,2500 +"6719600030","20150422T000000",837000,5,2.75,2940,5225,"2",0,0,3,8,2760,180,2010,0,"98052",47.6879,-122.107,3090,6261 +"3204930510","20150224T000000",780000,5,3.5,3190,4247,"2",0,0,3,8,2430,760,2013,0,"98052",47.7016,-122.103,2580,3989 +"7582700075","20141002T000000",1.485e+006,4,3.5,3930,6120,"2",0,0,3,10,3310,620,2007,0,"98105",47.6646,-122.28,3390,6120 +"0191100435","20140926T000000",1.6e+006,5,3.75,3570,10125,"2",0,0,3,10,3570,0,2014,0,"98040",47.5639,-122.223,1760,10125 +"0255450030","20140918T000000",369946,3,2.5,2420,4725,"2",0,0,3,8,2420,0,2014,0,"98038",47.371,-122.018,2370,4200 +"9476200710","20140608T000000",530000,3,2.75,3400,7200,"2",0,2,3,9,2470,930,2009,0,"98056",47.4878,-122.191,1580,8676 +"1329300070","20150320T000000",386000,4,2.5,2478,6079,"2",0,0,3,8,2478,0,2012,0,"98030",47.3524,-122.175,2279,6079 +"0357000135","20150218T000000",1.9e+006,4,2.5,3070,7830,"2",0,2,3,11,1970,1100,2009,0,"98144",47.593,-122.291,2440,4682 +"7203600560","20140911T000000",735000,4,3.5,3200,7605,"2",0,2,3,9,2500,700,2013,0,"98198",47.3443,-122.327,2240,4416 +"0715010140","20141002T000000",1.75e+006,5,3.25,5790,12739,"2",0,3,3,10,4430,1360,2014,0,"98006",47.538,-122.114,5790,13928 +"3869900138","20150223T000000",489950,3,2.25,1590,926,"3",0,0,3,8,1590,0,2014,0,"98136",47.5402,-122.387,1640,1321 +"2114700374","20150413T000000",357500,3,3,1730,1442,"2",0,0,3,8,1440,290,2008,0,"98106",47.5344,-122.348,1370,1524 +"9264450550","20140520T000000",329995,4,2.5,2303,3680,"2",0,0,3,8,2303,0,2013,0,"98001",47.2599,-122.283,2303,3760 +"3862710200","20140925T000000",414000,3,2.5,1790,3754,"2",0,0,3,8,1790,0,2013,0,"98065",47.534,-121.841,1800,3393 +"0291310310","20141210T000000",533500,3,3.5,2490,3517,"2",0,0,3,8,1720,770,2005,0,"98027",47.5341,-122.067,1600,2378 +"3814900260","20150305T000000",402395,4,2.5,2669,5385,"2",0,0,3,9,2669,0,2014,0,"98092",47.3262,-122.165,2669,4645 +"8562790710","20150410T000000",725000,4,3.25,2610,2552,"2",0,0,3,10,2160,450,2008,0,"98027",47.5322,-122.076,2610,2664 +"3425069117","20140828T000000",1.275e+006,6,5.25,6160,27490,"2",0,0,3,11,4040,2120,2007,0,"98074",47.6094,-122.023,4225,9100 +"2895800640","20140917T000000",239800,2,1.75,1290,1493,"2",0,0,3,8,1290,0,2014,0,"98106",47.5171,-122.346,1410,1875 +"3438500253","20140904T000000",616950,5,3.5,3560,5008,"2",0,0,3,8,2810,750,2013,0,"98106",47.5542,-122.359,2910,5026 +"3630200340","20141001T000000",1.258e+006,4,3.25,4360,6000,"2",0,3,3,11,3400,960,2007,0,"98027",47.5408,-121.994,4310,6000 +"2770601769","20140617T000000",435000,3,2.25,1230,1238,"2",0,0,3,8,1080,150,2009,0,"98199",47.6519,-122.384,1230,953 +"2225069036","20140815T000000",925000,4,3.25,3640,60086,"2",0,0,3,10,3640,0,2005,0,"98074",47.6328,-122.016,2900,51721 +"9525600030","20150428T000000",631500,2,2.5,1780,2493,"3",0,0,3,8,1780,0,1981,0,"98107",47.6704,-122.358,2050,4400 +"0993002108","20150330T000000",399995,3,1.5,1140,1069,"3",0,0,3,8,1140,0,2005,0,"98103",47.6907,-122.342,1230,1276 +"0993000327","20140506T000000",369950,3,2,1270,1320,"3",0,0,3,8,1270,0,2006,0,"98103",47.6937,-122.342,1370,1320 +"1523059239","20150423T000000",475000,5,3.5,2780,3583,"2",0,0,3,8,2180,600,2005,0,"98059",47.4879,-122.152,2640,3850 +"7967000270","20141125T000000",353000,4,2.5,1912,5000,"2",0,0,3,8,1912,0,2012,0,"98001",47.3511,-122.275,2020,5000 +"7137800310","20150225T000000",329950,4,2.5,2300,9690,"2",0,0,3,8,2300,0,2006,0,"98023",47.2793,-122.352,1200,9085 +"2211300260","20150313T000000",367000,3,2.5,2828,4050,"2",0,0,3,8,2828,0,2013,0,"98030",47.382,-122.197,2513,4507 +"8956200070","20140905T000000",447500,4,2.5,2425,9017,"2",0,0,3,9,2425,0,2013,0,"98001",47.3003,-122.263,2725,7019 +"1257201420","20140709T000000",595000,4,3.25,3730,4560,"2",0,0,3,9,2760,970,2015,0,"98103",47.6725,-122.33,1800,4560 +"1523300140","20140904T000000",325000,1,1,730,1942,"1",0,0,3,7,730,0,2009,0,"98144",47.5943,-122.299,1020,2044 +"9831200186","20150203T000000",690000,2,2.5,1990,1756,"3",0,0,3,9,1780,210,2005,0,"98102",47.6264,-122.323,1955,1438 +"7660100238","20141111T000000",329950,3,2.5,1300,812,"2",0,0,3,8,880,420,2008,0,"98144",47.5893,-122.317,1300,824 +"5381000477","20150128T000000",399500,4,2.5,2560,7492,"2",0,0,3,8,2560,0,2014,0,"98188",47.4467,-122.287,1260,11541 +"0207700180","20150121T000000",555000,5,2.5,2450,5047,"2",0,0,3,8,2450,0,2007,0,"98011",47.7724,-122.168,2450,4478 +"5288200072","20141001T000000",427000,2,1.5,1440,725,"2",0,0,3,8,1100,340,2011,0,"98126",47.5607,-122.378,1440,4255 +"9524100322","20141020T000000",375000,3,2.25,1140,1557,"3",0,0,3,8,1140,0,2007,0,"98103",47.6947,-122.342,1140,1245 +"1732800184","20140508T000000",499000,2,1.5,1110,957,"2",0,0,3,8,930,180,2005,0,"98119",47.6319,-122.362,1680,1104 +"1425069103","20140718T000000",750000,3,2.5,2620,43832,"2",0,0,3,8,2620,0,2013,0,"98053",47.655,-122.009,2620,120686 +"8165500790","20141229T000000",336900,3,2.5,1690,1200,"2",0,0,3,8,1410,280,2014,0,"98106",47.5388,-122.367,1740,1664 +"7658600081","20140919T000000",555000,2,2.75,1950,1610,"3",0,0,3,8,1950,0,2009,0,"98144",47.5925,-122.302,910,1745 +"1245003268","20141106T000000",1.275e+006,4,3.5,3530,8126,"2",0,0,3,10,3530,0,2007,0,"98033",47.6847,-122.2,2660,8126 +"8010100220","20141014T000000",999950,4,3.5,3310,4684,"2",0,0,3,9,2290,1020,2014,0,"98116",47.579,-122.389,1850,4750 +"7974200452","20140625T000000",975000,5,3,2620,5477,"2",0,0,3,10,2620,0,2009,0,"98115",47.6804,-122.288,1680,5217 +"8943600360","20150219T000000",299000,3,2.25,1350,3582,"2",0,0,3,8,1350,0,2010,0,"98031",47.4214,-122.191,1940,3860 +"3026059361","20150417T000000",479000,2,2.5,1741,1439,"2",0,0,3,8,1446,295,2007,0,"98034",47.7043,-122.209,2090,10454 +"6130500120","20150417T000000",428000,3,2.5,1650,2201,"3",0,0,3,8,1650,0,2007,0,"98133",47.7108,-122.333,1650,1965 +"3575305485","20140829T000000",409000,3,2.5,1890,6500,"2",0,0,3,7,1890,0,2012,0,"98074",47.6225,-122.058,2340,7500 +"0666000142","20150326T000000",798500,3,3,1950,1833,"3",0,0,3,9,1610,340,2009,0,"98004",47.6078,-122.202,2040,2131 +"7853280620","20141212T000000",689000,4,3.5,4490,5805,"2",0,0,3,9,3390,1100,2006,0,"98065",47.5389,-121.86,4410,6299 +"8946390040","20140508T000000",375000,6,2.25,3206,5793,"2",0,0,3,7,3206,0,2012,0,"98032",47.369,-122.287,2527,5804 +"5416300230","20140717T000000",775000,4,3.5,4130,77832,"2",0,2,3,10,4130,0,2011,0,"98042",47.3229,-122.045,4130,87476 +"1604730150","20141014T000000",639983,5,3,2800,5700,"2",0,0,3,8,2800,0,2014,0,"98059",47.4969,-122.145,2910,5349 +"8669180150","20150326T000000",300000,4,3,1984,4419,"2",0,0,3,7,1984,0,2010,0,"98002",47.3514,-122.213,2440,4418 +"1081330180","20141222T000000",627000,4,2.5,2750,11830,"2",0,0,3,9,2750,0,2014,0,"98059",47.4698,-122.121,2310,11830 +"2309710230","20150415T000000",275000,3,2.75,1740,5757,"1",0,0,3,7,1740,0,2010,0,"98022",47.1941,-121.979,2380,5647 +"2895800610","20140926T000000",352800,4,2.25,1800,2752,"2",0,0,3,8,1800,0,2014,0,"98106",47.5167,-122.346,1650,2752 +"3362400092","20150312T000000",565000,3,2.25,1540,1005,"3",0,0,3,8,1540,0,2008,0,"98103",47.6828,-122.346,1510,1501 +"3052700385","20150414T000000",765000,4,2.25,2030,2222,"2",0,0,3,9,1610,420,2015,0,"98117",47.679,-122.375,1420,2222 +"2738640040","20150409T000000",644000,4,2.5,3310,4839,"2",0,0,3,9,3310,0,2007,0,"98072",47.773,-122.161,3240,5280 +"8024200674","20150223T000000",461000,3,1.5,1270,1416,"3",0,0,3,8,1270,0,2007,0,"98115",47.6988,-122.317,1270,1413 +"3353400092","20141223T000000",270500,5,2.5,2406,7093,"2",0,0,3,8,2406,0,2006,0,"98001",47.2615,-122.252,1767,7093 +"6003500749","20140701T000000",640000,2,2.25,1540,965,"3",0,0,3,9,1540,0,2007,0,"98122",47.6181,-122.318,1410,964 +"8956200530","20140805T000000",457000,4,2.5,2820,6983,"2",0,0,3,9,2820,0,2013,0,"98001",47.2958,-122.265,2597,7222 +"0133000271","20141201T000000",355000,5,2.5,2540,5100,"2",0,0,3,7,2540,0,2014,0,"98168",47.5123,-122.316,1400,9440 +"6749700063","20141215T000000",356000,2,2.25,1230,989,"3",0,0,3,8,1230,0,2007,0,"98103",47.6975,-122.348,1230,1223 +"3278613060","20140805T000000",425000,4,2.5,1900,2766,"2",0,0,3,8,1900,0,2014,0,"98106",47.543,-122.368,1900,2604 +"7708200880","20140923T000000",562500,5,2.75,2920,6327,"2",0,0,3,8,2920,0,2007,0,"98059",47.4935,-122.145,2520,5026 +"2767600673","20140701T000000",460000,3,2.5,1450,1053,"2",0,0,3,8,940,510,2008,0,"98107",47.6754,-122.374,1410,1080 +"7299810040","20150406T000000",790000,4,3,5370,69848,"2",0,0,3,10,3500,1870,2005,0,"98042",47.3166,-122.046,4443,94403 +"0993000308","20150318T000000",401000,3,2,1270,1333,"3",0,0,3,8,1270,0,2006,0,"98103",47.6933,-122.342,1330,1333 +"3364900040","20140828T000000",1.095e+006,3,2.5,2550,5100,"2",0,0,3,9,2550,0,2014,0,"98115",47.6757,-122.326,1250,4080 +"9578090180","20150403T000000",850000,4,3,3070,7150,"2",0,0,3,9,3070,0,2007,0,"98052",47.7079,-122.107,3200,6984 +"9542840120","20140702T000000",274500,3,2.25,1450,4050,"2",0,0,3,7,1450,0,2010,0,"98038",47.367,-122.019,1660,3800 +"3860900035","20150415T000000",1.94e+006,5,3.5,4230,16526,"2",0,0,3,10,4230,0,2008,0,"98004",47.5933,-122.199,3000,12362 +"7202300040","20140804T000000",808000,4,2.5,3480,6262,"2",0,0,3,9,3480,0,2003,0,"98053",47.6857,-122.045,3490,6629 +"1773100972","20140515T000000",312000,3,2.25,1490,974,"2",0,0,3,7,1220,270,2009,0,"98106",47.5567,-122.363,1490,1283 +"3626039424","20140616T000000",320000,3,2.25,1200,1400,"3",0,0,3,8,1200,0,2005,0,"98133",47.7046,-122.357,1370,6552 +"3175200220","20150113T000000",410000,3,2.5,2150,4332,"2",0,0,3,8,2150,0,2013,0,"98019",47.7373,-121.969,2140,4332 +"7852120120","20140620T000000",725000,3,3.5,3690,8837,"2",0,0,3,10,3690,0,2001,0,"98065",47.5402,-121.876,3690,9585 +"7813500040","20141015T000000",335000,4,2.5,1900,3301,"2",0,0,3,7,1900,0,2007,0,"98178",47.489,-122.249,1960,3379 +"7242800040","20150120T000000",519990,4,3.25,1690,1321,"2",0,0,3,8,1320,370,2014,0,"98052",47.678,-122.117,3080,4558 +"1442880650","20140610T000000",533112,4,2.75,2790,8853,"2",0,0,3,8,2790,0,2013,0,"98045",47.4842,-121.772,2790,8092 +"3355400242","20141028T000000",274900,3,2,1936,6612,"2",0,0,3,7,1936,0,2014,0,"98001",47.2602,-122.246,1620,21600 +"8562780540","20141222T000000",325000,2,2.25,1150,711,"2",0,0,3,7,1150,0,2013,0,"98027",47.5323,-122.07,1150,748 +"0923049203","20140529T000000",350000,4,2.5,2040,22653,"2",0,0,3,7,2040,0,2011,0,"98168",47.4991,-122.299,2020,20502 +"3578600141","20140923T000000",550000,4,2.5,2470,7539,"2",0,0,3,9,2470,0,2006,0,"98028",47.7407,-122.226,2580,7539 +"0053500450","20150309T000000",311850,4,2.5,1890,4158,"2",0,0,3,8,1890,0,2014,0,"98042",47.343,-122.056,2720,4549 +"1934800180","20150210T000000",526000,3,2.5,1626,1583,"2.5",0,0,3,8,1419,207,2007,0,"98122",47.6031,-122.309,1400,1583 +"3023000210","20141001T000000",375000,4,2.5,2250,5306,"2",0,0,3,8,2250,0,2012,0,"98038",47.356,-122.057,2250,5306 +"1773100967","20150223T000000",299999,3,2.25,1350,1234,"2",0,0,3,7,1160,190,2007,0,"98106",47.5565,-122.363,1420,1234 +"2767704777","20140919T000000",436000,3,2.5,1460,1238,"2",0,0,3,8,1200,260,2008,0,"98107",47.6719,-122.374,1280,1257 +"1085621960","20141212T000000",303000,3,2.5,2056,3564,"2",0,0,3,7,2056,0,2014,0,"98092",47.338,-122.181,2056,3577 +"2771602174","20140701T000000",525000,2,2.5,1160,1458,"2",0,0,3,8,1040,120,2012,0,"98119",47.6384,-122.373,1650,2311 +"6762700452","20140613T000000",575000,3,3,1384,1287,"2",0,0,3,8,1144,240,2006,0,"98102",47.6295,-122.32,1570,1288 +"5695000142","20141024T000000",420000,2,1.5,1100,1107,"3",0,0,3,8,1100,0,2008,0,"98103",47.6584,-122.35,1110,2750 +"9578140180","20140611T000000",329950,3,2.5,2456,7566,"2",0,0,3,8,2456,0,2012,0,"98023",47.297,-122.351,2478,7212 +"2124069115","20141021T000000",1.83e+006,4,4.25,4500,215186,"2",0,3,3,11,2630,1870,2009,0,"98029",47.559,-122.045,3030,25447 +"3864000120","20150408T000000",1.175e+006,4,3.25,3780,10099,"1",0,1,3,11,2240,1540,2006,0,"98006",47.5508,-122.192,3120,10669 +"2768200212","20140911T000000",499950,2,2.5,1320,1157,"2",0,0,3,8,990,330,2014,0,"98107",47.6689,-122.363,1550,1519 +"7852070210","20140527T000000",1.149e+006,4,3,5940,11533,"2",0,4,3,11,4950,990,2004,0,"98065",47.5443,-121.87,4240,12813 +"7853361210","20150218T000000",400000,3,2,1650,5027,"1.5",0,0,3,7,1650,0,2009,0,"98065",47.515,-121.874,2430,6000 +"8141310040","20140627T000000",246950,3,3,1670,4440,"1",0,0,3,7,1670,0,2014,0,"98022",47.1948,-121.975,1670,4622 +"6852700097","20140806T000000",630000,3,3.25,1610,1275,"2",0,0,3,8,1220,390,2005,0,"98102",47.6236,-122.318,1750,3000 +"7708210040","20140912T000000",561000,5,2.75,3370,10315,"2",0,0,3,9,3370,0,2006,0,"98059",47.4893,-122.146,3010,8296 +"0053500760","20141208T000000",287000,4,2.5,2660,4082,"2",0,0,3,7,2660,0,2010,0,"98042",47.3414,-122.055,2390,4876 +"3528900771","20150331T000000",600000,3,3.25,1690,1473,"2",0,0,3,8,1380,310,2008,0,"98109",47.6397,-122.345,1670,2594 +"9126100813","20140828T000000",490000,3,2.25,1620,1062,"3",0,0,3,8,1620,0,2014,0,"98122",47.6051,-122.304,1560,1728 +"3679400503","20150330T000000",330000,3,1.75,1300,958,"2",0,0,3,7,840,460,2011,0,"98108",47.5677,-122.314,1340,1254 +"1760650210","20141201T000000",286950,4,2.5,1610,4052,"2",0,0,3,7,1610,0,2013,0,"98042",47.3603,-122.081,2110,4034 +"2652501565","20150423T000000",1.55e+006,3,3.25,3530,4920,"2",0,0,3,9,2660,870,2015,0,"98109",47.641,-122.357,1900,4200 +"1237500577","20150212T000000",880000,4,2.5,3550,8618,"2",0,0,3,10,3550,0,2007,0,"98052",47.6776,-122.161,1310,9746 +"6382500084","20141013T000000",577450,3,3,1730,1755,"3",0,0,3,8,1730,0,2014,0,"98117",47.6944,-122.377,1830,1804 +"3023000410","20150430T000000",405000,5,2.75,2400,4900,"2",0,0,3,8,2400,0,2011,0,"98038",47.355,-122.057,2110,5696 +"2767601752","20140707T000000",510000,3,2.5,1420,1237,"3",0,0,3,8,1420,0,2014,0,"98107",47.674,-122.387,1510,2501 +"2771604196","20140812T000000",465000,2,1.5,1220,1120,"2.5",0,0,3,8,1110,110,2008,0,"98199",47.6374,-122.388,2010,3175 +"1778500620","20140707T000000",1.3e+006,4,2.25,2360,4000,"2",0,0,3,9,2360,0,2013,0,"98112",47.6198,-122.289,3040,4400 +"1823059241","20150408T000000",609000,4,3.5,3990,11270,"2",0,3,3,9,2930,1060,2007,0,"98055",47.488,-122.225,1980,11328 +"9267200062","20140911T000000",336000,3,2.5,1260,1211,"3",0,0,3,8,1260,0,2004,0,"98103",47.6969,-122.343,1270,1211 +"3278606110","20150108T000000",375000,3,2.5,1580,2407,"2",0,0,3,8,1580,0,2013,0,"98126",47.5455,-122.368,1580,2212 +"1657530180","20141204T000000",294500,3,2.5,1760,2688,"2",0,0,3,7,1760,0,2005,0,"98059",47.4903,-122.166,1760,2329 +"2754700035","20141125T000000",925000,5,3.5,3420,4216,"2",0,0,3,9,2520,900,2008,0,"98115",47.6799,-122.304,1420,4500 +"2568200120","20141215T000000",730000,5,2.75,2870,6593,"2",0,0,3,9,2870,0,2006,0,"98052",47.7075,-122.102,3150,6593 +"6601200040","20140919T000000",280000,4,2.5,1934,5677,"2",0,0,3,8,1934,0,2013,0,"98001",47.2602,-122.252,1919,5049 +"2767601750","20140815T000000",500000,3,1.5,1220,962,"3",0,0,3,8,1220,0,2014,0,"98107",47.674,-122.387,1510,2501 +"7853350220","20150324T000000",605000,3,2.75,2450,5750,"2",0,0,3,9,2450,0,2013,0,"98065",47.5439,-121.862,3200,8036 +"6163900628","20140516T000000",379950,3,3.25,1860,1787,"3",0,0,3,8,1860,0,2007,0,"98155",47.7563,-122.316,1830,1787 +"1689401526","20150323T000000",605000,3,2.5,1500,1119,"3",0,2,3,7,1110,390,2008,0,"98109",47.6327,-122.346,1500,1057 +"8725950360","20150501T000000",720000,2,1.75,1570,1108,"3",0,0,3,9,1570,0,2007,0,"98004",47.6215,-122.2,1940,1160 +"9826700697","20141103T000000",549900,3,2,1280,960,"2",0,0,3,9,1040,240,2014,0,"98122",47.602,-122.311,1280,1173 +"9578500180","20150121T000000",427000,3,2.5,3192,5653,"2",0,0,3,8,3192,0,2014,0,"98023",47.2956,-122.35,3000,5134 +"9826700707","20141028T000000",492000,3,2.5,1690,1479,"3",0,0,3,8,1420,270,2005,0,"98122",47.6022,-122.311,1280,1253 +"8138870530","20140505T000000",419190,2,2.5,1590,1426,"2",0,0,3,8,1590,0,2014,0,"98029",47.5441,-122.013,1590,1426 +"4188300180","20141112T000000",650000,3,2.5,2870,7288,"2",0,0,3,9,2870,0,2012,0,"98011",47.7745,-122.225,2870,5998 +"5416510530","20141124T000000",379950,4,2.5,2580,4818,"2",0,0,3,8,2580,0,2005,0,"98038",47.3607,-122.038,2570,5386 +"4181200540","20140728T000000",269800,4,2.75,1830,3420,"2",0,0,3,8,1830,0,2012,0,"98198",47.366,-122.308,1813,3420 +"2222059154","20140813T000000",407000,4,2.5,2927,6000,"2",0,0,3,7,2927,0,2011,0,"98042",47.3737,-122.16,2533,6000 +"8032700072","20150415T000000",580000,3,1.5,1320,1250,"3",0,0,3,8,1320,0,2008,0,"98103",47.6536,-122.341,1560,1694 +"7203140220","20150116T000000",389700,3,2.5,1720,3581,"2",0,0,3,7,1720,0,2011,0,"98053",47.6861,-122.013,1720,3600 +"1278000210","20150311T000000",110000,2,1,828,4524,"1",0,0,3,6,828,0,1968,2007,"98001",47.2655,-122.244,828,5402 +"6058600220","20140731T000000",230000,3,1.5,1040,1264,"2",0,0,3,9,900,140,2015,0,"98144",47.5951,-122.301,1350,3000 +"1442880610","20140829T000000",533380,4,2.75,2790,6685,"2",0,0,3,8,2790,0,2014,0,"98045",47.4838,-121.773,2790,6444 +"3679400484","20140918T000000",295500,3,2.5,1410,1332,"2",0,0,3,7,960,450,2014,0,"98108",47.5683,-122.314,1410,1343 +"3825310180","20141007T000000",860000,4,4.5,4040,8400,"2",0,0,3,9,3220,820,2006,0,"98052",47.7067,-122.131,3940,8400 +"3630220180","20140708T000000",812000,4,3.5,3370,3634,"2",0,0,3,9,2750,620,2007,0,"98029",47.5519,-122.001,3200,3650 +"3336500180","20140605T000000",324500,3,2.5,1660,3990,"2",0,0,3,7,1660,0,2009,0,"98118",47.5298,-122.268,1670,4050 +"2781270530","20150326T000000",193000,2,1.75,910,2550,"1",0,0,3,6,910,0,2004,0,"98038",47.3494,-122.022,1310,2550 +"0993001563","20140522T000000",355000,3,2.25,1280,959,"3",0,0,3,8,1280,0,2005,0,"98103",47.6914,-122.343,1130,1126 +"9578060540","20140614T000000",525000,4,2.75,2360,4924,"2",0,0,3,8,2360,0,2008,0,"98028",47.7737,-122.235,2360,4670 +"2222059052","20150227T000000",370950,3,2.5,2529,9653,"2",0,0,3,7,2529,0,2012,0,"98042",47.3738,-122.161,2533,6125 +"1239400650","20141107T000000",1.242e+006,4,3.5,4700,10183,"1",0,2,3,11,2660,2040,2002,0,"98033",47.6728,-122.189,3770,9000 +"8835800450","20150504T000000",950000,3,2.5,2780,275033,"1",0,0,3,10,2780,0,2006,0,"98045",47.4496,-121.766,1680,16340 +"0293070120","20140918T000000",888990,4,2.75,3540,5500,"2",0,0,3,9,3540,0,2014,0,"98074",47.6181,-122.056,3540,5500 +"1176001117","20150319T000000",705000,3,2.5,1580,1321,"2",0,2,3,8,1080,500,2014,0,"98107",47.6688,-122.402,1530,1357 +"7889601165","20140826T000000",268000,3,2.5,1700,2250,"2",0,0,3,7,1700,0,2014,0,"98168",47.4914,-122.334,1520,4500 +"7227801581","20140507T000000",305450,3,2.5,1600,3573,"2",0,0,3,7,1600,0,2013,0,"98056",47.507,-122.181,1500,11089 +"9895000040","20140703T000000",399900,2,1.75,1410,1005,"1.5",0,0,3,9,900,510,2011,0,"98027",47.5446,-122.018,1440,1188 +"9528102993","20141229T000000",495000,3,1.5,1580,1228,"3",0,0,3,8,1580,0,2014,0,"98115",47.6765,-122.32,1580,3605 +"3746700120","20141104T000000",857326,3,3.5,3940,11632,"2",0,0,3,10,3940,0,2014,0,"98166",47.438,-122.344,2015,11632 +"0745530040","20140911T000000",845950,5,2.75,4450,9600,"2",0,0,3,9,3650,800,2014,0,"98011",47.7336,-122.21,4000,9750 +"7299600180","20140610T000000",303210,4,2.5,2009,5000,"2",0,0,3,8,2009,0,2014,0,"98092",47.2577,-122.198,2009,5182 +"2149800278","20141015T000000",343000,6,5,2732,7655,"2",0,0,3,7,2732,0,2009,0,"98002",47.3045,-122.211,3078,69993 +"2517000650","20140716T000000",300000,3,2.5,2090,4590,"2",0,0,3,7,2090,0,2005,0,"98042",47.3992,-122.163,2190,4060 +"6021503708","20141122T000000",334900,2,2.5,980,1013,"3",0,0,3,8,980,0,2008,0,"98117",47.6844,-122.387,980,1023 +"8559300120","20150416T000000",477500,5,3.5,2815,5619,"2",0,0,3,9,2815,0,2012,0,"98055",47.4299,-122.207,2583,5295 +"3305100230","20140618T000000",820000,4,2.5,3170,8523,"2",0,0,3,9,3170,0,2008,0,"98033",47.6854,-122.184,3230,8523 +"2135200155","20140805T000000",580000,5,3.25,3030,7410,"2",0,0,3,8,2150,880,2014,0,"98106",47.553,-122.354,2020,7410 +"2919700109","20140722T000000",350000,2,2.5,1280,940,"2",0,0,3,8,1060,220,2006,0,"98103",47.6904,-122.364,1290,2900 +"8725950220","20150226T000000",910000,3,2.5,2030,1160,"3",0,0,3,9,1970,60,2007,0,"98004",47.6213,-122.2,1950,1160 +"1776230220","20140626T000000",414000,3,2.5,2490,4540,"2.5",0,0,3,8,2490,0,2012,0,"98059",47.5051,-122.155,2640,3844 +"9211010230","20150330T000000",525000,3,2.5,3030,4500,"2",0,0,3,8,3030,0,2009,0,"98059",47.4944,-122.15,3030,4501 +"1972201772","20150409T000000",650000,2,2.5,1470,690,"3",0,3,3,8,1470,0,2008,0,"98103",47.6523,-122.346,1480,1284 +"9268851320","20141210T000000",450000,3,2.25,1620,997,"2.5",0,0,3,8,1540,80,2012,0,"98027",47.5394,-122.027,1620,1068 +"1424059154","20140516T000000",1.27e+006,4,3,5520,8313,"2",0,3,3,9,3570,1950,2008,0,"98006",47.5655,-122.129,3770,8278 +"0626059365","20150412T000000",699000,3,3.5,3200,10344,"2",0,0,3,10,3200,0,2007,0,"98011",47.7636,-122.216,2550,20152 +"3885802136","20140723T000000",899000,4,2.5,2580,3943,"2",0,0,3,8,2580,0,2013,0,"98033",47.6853,-122.21,1700,5772 +"7967000150","20140808T000000",353500,4,3,2050,4000,"2",0,0,3,8,2050,0,2014,0,"98001",47.3523,-122.275,2050,4000 +"7853360720","20140908T000000",485000,3,2.5,2430,5867,"2",0,0,3,7,2430,0,2011,0,"98065",47.5162,-121.872,2620,5866 +"8562790150","20140626T000000",782900,4,3.25,3060,3898,"2",0,0,3,10,2300,760,2014,0,"98027",47.5311,-122.073,2920,3448 +"1226039124","20150428T000000",529000,2,2,1540,9714,"2",0,0,3,8,1540,0,2008,0,"98177",47.7628,-122.359,1840,8179 +"2767704251","20150416T000000",514700,3,3.25,1310,1072,"2",0,0,3,8,1060,250,2008,0,"98107",47.6744,-122.374,1160,1266 +"3862710210","20140520T000000",409316,3,2.5,1800,3168,"2",0,0,3,8,1800,0,2014,0,"98065",47.5342,-121.841,1800,3393 +"0255460330","20150506T000000",388598,3,2.5,2370,4200,"2",0,0,3,8,2370,0,2014,0,"98038",47.3699,-122.019,2370,4370 +"0291310610","20150227T000000",415000,3,2.25,1445,1512,"2",0,0,3,7,1300,145,2004,0,"98027",47.5341,-122.069,1445,1082 +"9126101121","20150407T000000",521500,3,2.25,1450,1619,"2",0,0,3,8,1140,310,2006,0,"98122",47.6076,-122.304,1580,3472 +"9274200322","20140820T000000",580000,3,2.5,1740,1236,"3",0,2,3,8,1740,0,2008,0,"98116",47.5891,-122.387,1740,1280 +"6666830230","20140630T000000",882566,4,2.5,3560,5265,"3",0,0,3,8,3560,0,2014,0,"98052",47.7047,-122.113,3220,4892 +"1604601803","20150408T000000",525000,3,2.75,2130,1400,"2",0,0,3,9,1080,1050,2010,0,"98118",47.5661,-122.29,1880,3132 +"7702080150","20141201T000000",515000,5,2.75,2980,4502,"2",0,0,3,9,2980,0,2007,0,"98028",47.7698,-122.235,2850,4501 +"7853400220","20140926T000000",589410,3,3,2840,7201,"2",0,0,3,9,2840,0,2014,0,"98065",47.5165,-121.883,2540,5260 +"3895100039","20150324T000000",757500,4,2.5,3420,6845,"2",0,0,3,9,3420,0,2009,0,"98052",47.6777,-122.156,2800,5715 +"7697000150","20141002T000000",284000,3,2.5,1660,4083,"2",0,0,3,7,1660,0,2013,0,"98038",47.3595,-122.045,1800,4087 +"8562780530","20150328T000000",338500,2,2.25,1150,711,"2",0,0,3,7,1150,0,2013,0,"98027",47.5323,-122.071,1150,748 +"0291310180","20140613T000000",379500,3,2.25,1410,1287,"2",0,0,3,7,1290,120,2005,0,"98027",47.5344,-122.068,1490,1435 +"1972205633","20140723T000000",550000,3,2,1420,1369,"2.5",0,0,3,9,1340,80,2007,0,"98109",47.6472,-122.357,1540,2168 +"3023000120","20140902T000000",294900,3,2.5,1860,5025,"2",0,0,3,8,1860,0,2010,0,"98038",47.3557,-122.059,2000,5550 +"7548301056","20140609T000000",345000,2,1.5,1340,1210,"2",0,0,3,8,1120,220,2008,0,"98144",47.588,-122.305,1340,1213 +"9826701201","20150209T000000",450000,2,1.5,1530,1012,"2",0,0,3,8,1200,330,2005,0,"98122",47.602,-122.306,1530,1425 +"6300500476","20150415T000000",420000,3,2.5,1509,1114,"3",0,0,3,8,1509,0,2014,0,"98133",47.7049,-122.34,1509,2431 +"2597490410","20150402T000000",740000,3,2.5,2350,3798,"2",0,0,3,8,2350,0,2013,0,"98029",47.543,-122.01,2020,3532 +"3448001411","20150220T000000",286000,2,1.5,1010,825,"3",0,0,3,7,1010,0,2007,0,"98125",47.7124,-122.301,1128,1080 +"0745530180","20150317T000000",870000,5,3.5,4495,10079,"2",0,0,3,9,3580,915,2013,0,"98011",47.7339,-122.209,4495,10079 +"3879900753","20141114T000000",727000,3,2.5,1580,991,"3",0,0,3,9,1580,0,2009,0,"98119",47.6276,-122.359,1610,1297 +"2781230230","20150204T000000",395000,4,3,2750,7965,"2",0,0,3,9,2750,0,2012,0,"98038",47.3479,-122.028,2750,6000 +"3629990180","20140805T000000",535000,4,2.25,1890,3615,"2",0,0,3,7,1890,0,2005,0,"98029",47.5493,-121.999,1630,3280 +"9352900222","20141229T000000",255000,3,2.25,1320,963,"2",0,0,3,7,1040,280,2007,0,"98106",47.5199,-122.357,1300,1285 +"7338220120","20141015T000000",260000,4,2.5,2150,3721,"2",0,0,3,8,2150,0,2006,0,"98002",47.3363,-122.217,2150,3721 +"0325059287","20140910T000000",810000,4,2.5,3340,8384,"2",0,0,3,9,3340,0,2014,0,"98052",47.6761,-122.152,1560,9429 +"7203140360","20141201T000000",359782,3,2.5,1850,3400,"2",0,0,3,7,1850,0,2010,0,"98053",47.6871,-122.014,1850,3400 +"6056110150","20150320T000000",500000,2,2.5,1950,2162,"2",0,0,3,9,1500,450,2012,0,"98118",47.5622,-122.292,1800,2457 +"7203230040","20141027T000000",1.04999e+006,5,3.25,4240,9588,"2",0,0,3,9,4240,0,2014,0,"98053",47.6901,-122.018,4080,8425 +"8121100155","20150225T000000",810000,4,3.5,2700,2868,"2",0,0,3,11,1920,780,2006,0,"98118",47.5685,-122.286,1430,3858 +"7853370620","20150206T000000",605000,5,4,3040,6000,"2",0,0,3,8,2280,760,2011,0,"98065",47.5189,-121.876,3070,5558 +"6400700264","20150317T000000",730000,4,2.5,2460,7930,"2",0,0,3,8,2460,0,2005,0,"98033",47.6684,-122.175,1850,9000 +"1760650880","20150317T000000",327000,4,2.5,2110,3825,"2",0,0,3,7,2110,0,2013,0,"98042",47.359,-122.082,1950,3825 +"0567000382","20141110T000000",370000,2,1,780,1133,"2",0,0,3,7,780,0,2009,0,"98144",47.5924,-122.295,1130,1270 +"7852100150","20140625T000000",459000,5,3.5,2640,6895,"2",0,0,3,7,2640,0,2001,0,"98065",47.5298,-121.879,2640,5267 +"6447300365","20141113T000000",2.9e+006,5,4,5190,14600,"2",0,1,3,11,5190,0,2013,0,"98039",47.6102,-122.225,3840,19250 +"2622059197","20141210T000000",365000,4,2.5,2420,8404,"2",0,0,3,8,2420,0,2013,0,"98042",47.372,-122.13,2440,4822 +"1389600040","20141226T000000",255000,4,2.5,1987,6000,"2",0,0,3,7,1987,0,2011,0,"98001",47.2679,-122.255,1880,9589 +"9276200220","20140717T000000",375000,1,1,720,3166,"1",0,0,3,6,720,0,1920,0,"98116",47.5811,-122.389,1140,6250 +"7904700032","20141002T000000",375000,2,1.5,1130,912,"2",0,0,3,8,1000,130,2006,0,"98116",47.5638,-122.388,1500,1474 +"3744000040","20140722T000000",518380,4,2.5,2810,4500,"2",0,0,3,9,2810,0,2014,0,"98038",47.3552,-122.023,2980,5046 +"1773100604","20140721T000000",346000,3,3.25,1500,1442,"2",0,0,3,8,1150,350,2007,0,"98106",47.5592,-122.362,1500,1533 +"9268850360","20150223T000000",302059,4,2,1390,745,"3",0,0,3,7,1390,0,2008,0,"98027",47.5393,-122.026,1390,942 +"7853420450","20140519T000000",575000,4,2.5,2500,4945,"2",0,0,3,9,2500,0,2013,0,"98065",47.5185,-121.885,2760,6000 +"8956200770","20140723T000000",549950,4,3.5,3906,9674,"2",0,2,3,9,3906,0,2014,0,"98001",47.2931,-122.264,2673,6500 +"2424059170","20150219T000000",900000,5,6,7120,40806,"2",0,4,3,12,5480,1640,2007,0,"98006",47.5451,-122.114,3440,36859 +"1934800133","20140711T000000",397500,3,2.5,1470,1256,"2",0,0,3,8,930,540,2006,0,"98122",47.6033,-122.309,1510,1797 +"5556300109","20141121T000000",1.075e+006,5,3.5,3230,7560,"2",0,0,3,10,3230,0,2007,0,"98052",47.6467,-122.118,3230,8580 +"2326600150","20150422T000000",775900,3,2.5,2700,5764,"2",0,0,3,9,2700,0,2014,0,"98075",47.5618,-122.027,3270,14700 +"3751600409","20150508T000000",510000,4,2.5,4073,17334,"2",0,0,3,8,4073,0,2008,0,"98001",47.2949,-122.27,1780,9625 +"3814900210","20140829T000000",471275,4,2.5,3361,5038,"2",0,0,3,9,3361,0,2014,0,"98092",47.3269,-122.165,2316,4105 +"9542840730","20140911T000000",288000,4,2.25,1610,3560,"2",0,0,3,7,1610,0,2010,0,"98038",47.3669,-122.02,1760,3692 +"2937300540","20141016T000000",989990,4,3.5,3830,7150,"2",0,0,3,9,3830,0,2014,0,"98052",47.7049,-122.126,3640,6055 +"7549800543","20140612T000000",300000,3,3.25,1470,1235,"2",0,0,3,7,1180,290,2008,0,"98108",47.5537,-122.313,1470,1243 +"4058800439","20140623T000000",664950,5,3,3190,7081,"1",0,2,3,9,1890,1300,2013,0,"98178",47.509,-122.24,2270,7623 +"7853430180","20140716T000000",699188,4,3.25,3250,5478,"2",0,0,3,9,3250,0,2014,0,"98065",47.5178,-121.887,3250,5482 +"0982850120","20150303T000000",390000,3,2.25,1490,4539,"2",0,0,3,7,1490,0,2009,0,"98028",47.7607,-122.233,1750,4667 +"9476010120","20150321T000000",670000,5,2.75,2900,5155,"2",0,0,3,8,2900,0,2008,0,"98075",47.5977,-122.008,2900,6176 +"0005200087","20140709T000000",487000,4,2.5,2540,5001,"2",0,0,3,9,2540,0,2005,0,"98108",47.5423,-122.302,2360,6834 +"7308600040","20140723T000000",769995,5,2.75,3360,12080,"2",0,0,3,9,3360,0,2014,0,"98011",47.7757,-122.173,3360,9724 +"1498301048","20140508T000000",321950,2,1.25,860,1277,"2",0,0,3,7,860,0,2007,0,"98144",47.5842,-122.314,1280,1265 +"2738630040","20150427T000000",613500,4,2.5,3020,6068,"2",0,0,3,9,3020,0,2006,0,"98072",47.773,-122.16,3240,5757 +"6300500081","20140806T000000",300000,3,2.5,1330,1200,"3",0,0,3,7,1330,0,2002,0,"98133",47.7034,-122.344,1330,1206 +"3845100620","20141125T000000",400950,4,2.5,2578,4554,"2",0,0,3,9,2578,0,2014,0,"98092",47.2603,-122.194,2647,4554 +"0255450040","20140918T000000",389517,4,2.5,2640,4725,"2",0,0,3,8,2640,0,2014,0,"98038",47.371,-122.017,2370,4725 +"0880000211","20140821T000000",255000,3,1.75,1260,1133,"2",0,0,3,7,810,450,2011,0,"98106",47.5261,-122.361,1260,1172 +"2163900081","20150220T000000",1.08e+006,3,2.5,1990,1891,"3",0,0,3,9,1990,0,2012,0,"98102",47.6271,-122.324,1990,3600 +"7853370440","20141121T000000",637850,5,3.25,3340,4900,"2",0,2,3,9,2500,840,2014,0,"98065",47.5193,-121.877,3220,5200 +"3448900290","20140828T000000",636230,4,2.5,2840,6284,"2",0,0,3,9,2840,0,2013,0,"98056",47.5135,-122.169,2790,7168 +"0263000006","20141216T000000",375000,3,2.5,1530,1131,"3",0,0,3,8,1530,0,2009,0,"98103",47.6993,-122.346,1530,1445 +"1972200882","20140604T000000",586500,3,2.5,1780,1487,"3",0,0,3,8,1600,180,2006,0,"98107",47.6539,-122.351,1780,1300 +"7853270630","20150120T000000",544000,4,2.5,2340,6973,"2",0,0,3,8,1930,410,2005,0,"98065",47.5451,-121.882,2950,6908 +"7852130430","20140806T000000",425000,4,2.5,2390,5021,"2",0,0,3,7,2390,0,2002,0,"98065",47.5353,-121.879,2520,5333 +"7383450250","20150311T000000",374950,4,2.5,2090,3777,"2",0,0,3,8,2090,0,2012,0,"98038",47.3595,-122.042,2160,3993 +"3449000010","20150312T000000",294570,3,1,1140,8400,"1",0,0,4,7,1140,0,1960,0,"98059",47.5022,-122.144,1400,9000 +"2690100170","20141013T000000",300000,3,2.5,1960,1477,"2",0,0,3,7,1670,290,2012,0,"98059",47.4873,-122.166,1980,1467 +"9578500920","20140910T000000",395950,5,3.5,2738,6031,"2",0,0,3,8,2738,0,2014,0,"98023",47.2962,-122.35,2738,5201 +"8562900430","20140718T000000",800000,4,2.5,3691,11088,"2",0,1,3,8,3691,0,2013,0,"98074",47.6122,-122.059,3190,11270 +"1442880380","20140730T000000",439990,3,2.5,2340,5171,"2",0,0,3,8,2340,0,2013,0,"98045",47.4832,-121.772,2790,5684 +"3204930170","20141106T000000",680000,4,3.5,2510,3763,"2",0,0,3,8,1990,520,2013,0,"98052",47.7002,-122.103,2560,3820 +"4449800480","20150318T000000",677790,6,3,2800,4213,"2",0,0,3,8,2800,0,1998,0,"98117",47.6892,-122.389,1440,3960 +"3862710010","20150501T000000",424950,3,2.5,1650,4777,"2",0,0,3,8,1650,0,2013,0,"98065",47.5336,-121.841,1800,3331 +"0301402280","20150331T000000",223990,2,2.25,1061,2884,"2",0,0,3,7,1061,0,2013,0,"98002",47.346,-122.218,1481,2887 +"2867300170","20150513T000000",498000,4,2.5,3402,14355,"2",0,0,3,10,2846,556,2014,0,"98023",47.3009,-122.385,3402,8487 +"5635100080","20141031T000000",359950,4,2.5,2542,6120,"2",0,0,3,8,2542,0,2014,0,"98030",47.3751,-122.188,2419,8984 +"1624079024","20140515T000000",720000,3,2.5,3150,151588,"2",0,0,3,9,3150,0,2007,0,"98024",47.572,-121.926,2410,208652 +"9211010840","20141112T000000",530000,4,2.5,3010,9000,"2",0,0,3,8,3010,0,2008,0,"98059",47.4987,-122.147,3250,5531 +"7697000020","20141007T000000",295000,3,2.5,1660,4898,"2",0,0,3,7,1660,0,2011,0,"98038",47.3588,-122.044,1810,4462 +"3832050130","20141021T000000",255500,3,2.5,1770,5000,"2",0,0,3,7,1770,0,2009,0,"98042",47.3358,-122.051,2230,5200 +"3630240020","20140521T000000",556000,3,3,1960,1168,"2",0,0,3,9,1600,360,2007,0,"98027",47.5445,-122.014,2080,1423 +"1389600080","20140710T000000",277950,4,2.5,1889,6000,"2",0,0,3,7,1889,0,2012,0,"98001",47.2676,-122.256,1990,6350 +"2781230080","20150408T000000",431000,4,2.5,3040,6000,"2",0,0,3,9,3040,0,2007,0,"98038",47.3473,-122.03,2640,6000 +"7203100660","20141117T000000",780000,4,2.75,3420,6787,"2",0,0,3,9,3420,0,2010,0,"98053",47.6962,-122.023,3450,6137 +"1806900502","20141014T000000",649000,3,3.25,1720,936,"2",0,0,3,8,1030,690,2004,0,"98112",47.6201,-122.309,1720,1527 +"3022800010","20140714T000000",447000,3,2.5,1740,3043,"2",0,0,3,7,1740,0,2012,0,"98011",47.744,-122.181,1920,2869 +"6666830250","20140505T000000",712198,4,2.5,2450,4247,"2",0,0,3,8,2450,0,2013,0,"98052",47.7048,-122.113,2970,4685 +"7242800020","20140815T000000",277140,3,1.5,1190,785,"2",0,0,3,8,920,270,2014,0,"98052",47.6781,-122.117,2820,5626 +"2867300190","20140528T000000",363000,4,2.5,3753,7204,"2",0,0,3,10,3336,417,2008,0,"98023",47.3011,-122.385,3494,9375 +"8564860130","20150202T000000",598992,5,3.5,3440,6037,"2",0,0,3,9,3440,0,2014,0,"98045",47.4765,-121.734,3270,6037 +"2770603522","20141211T000000",585000,3,2.5,2160,1250,"3",0,0,3,8,1830,330,2010,0,"98119",47.6515,-122.375,1870,2825 +"9544200422","20140731T000000",1.27495e+006,4,2.75,3820,8850,"2",0,0,3,10,3820,0,2014,0,"98033",47.6506,-122.195,2330,12000 +"4253400104","20150212T000000",380950,2,2,1120,1039,"2",0,0,3,7,840,280,2007,0,"98144",47.5788,-122.315,1130,5400 +"1085622890","20140708T000000",333490,4,2.5,2250,3916,"2",0,0,3,8,2250,0,2014,0,"98003",47.3413,-122.18,2156,3920 +"9268851630","20140604T000000",520000,3,3.25,1540,1487,"2",0,0,3,8,1540,0,2011,0,"98027",47.5397,-122.027,1620,1104 +"8562780190","20141007T000000",315000,2,2.25,1240,705,"2",0,0,3,7,1150,90,2009,0,"98027",47.5321,-122.073,1240,750 +"2767600686","20150331T000000",487000,2,1.5,1160,1118,"2",0,0,3,8,1020,140,2007,0,"98117",47.6754,-122.375,1210,1118 +"7207900080","20140808T000000",424950,5,3.5,2760,3865,"2.5",0,0,3,8,2760,0,2013,0,"98056",47.5049,-122.17,2590,4587 +"2770601457","20150210T000000",542300,3,2.25,1580,1487,"3",0,0,3,9,1580,0,2013,0,"98199",47.6514,-122.386,1600,1525 +"1773100920","20141211T000000",320000,3,3.25,1480,1192,"2",0,0,3,8,1180,300,2013,0,"98106",47.5556,-122.363,1330,1094 +"1024069027","20140723T000000",1.13999e+006,4,3.25,3740,11467,"2",0,0,3,10,3740,0,2014,0,"98029",47.581,-122.022,2510,27520 +"7853361310","20141215T000000",425000,4,2.5,1950,5000,"2",0,0,3,8,1950,0,2012,0,"98065",47.515,-121.872,2710,5000 +"6824100029","20141031T000000",474950,3,3,1530,1568,"3",0,0,3,8,1530,0,2012,0,"98117",47.6998,-122.367,1460,1224 +"0255450250","20140804T000000",307635,3,2.5,1820,4200,"2",0,0,3,8,1820,0,2014,0,"98038",47.3693,-122.017,2370,4200 +"2428100130","20141210T000000",834538,3,2.5,2760,6187,"2",0,0,3,10,2760,0,2014,0,"98075",47.5821,-122.047,2760,6600 +"1042700050","20140723T000000",769995,5,2.75,3010,5398,"2",0,0,3,9,3010,0,2014,0,"98074",47.6067,-122.053,3360,5407 +"7853280250","20150424T000000",820875,5,3.25,3860,9387,"2",0,2,3,9,3860,0,2006,0,"98065",47.538,-121.858,3860,8979 +"7853410170","20150316T000000",595500,4,2.5,2490,6537,"2",0,0,3,8,2490,0,2013,0,"98065",47.5185,-121.884,2520,5848 +"2708450020","20140912T000000",450000,4,2.5,3236,9608,"2",0,0,3,10,3236,0,2005,0,"98030",47.3838,-122.195,3236,9660 +"7852140170","20150421T000000",695000,4,2.5,2830,14538,"2",0,0,3,8,2830,0,2003,0,"98065",47.5405,-121.882,2270,6939 +"1459920010","20150323T000000",300000,3,2,1451,7159,"1",0,0,3,7,1451,0,2010,0,"98042",47.3754,-122.163,2303,6126 +"3438500250","20140623T000000",515000,5,3.25,2910,5027,"2",0,0,3,8,2040,870,2013,0,"98106",47.5543,-122.359,2910,5027 +"1890000169","20140903T000000",545000,3,2.5,1280,1845,"3",0,0,3,8,1280,0,2009,0,"98105",47.662,-122.324,1450,1889 +"1250200414","20150218T000000",365000,3,2.25,1110,979,"2",0,0,3,7,960,150,2008,0,"98144",47.5999,-122.3,1170,1400 +"2564900470","20140714T000000",718500,4,2.75,2840,8800,"2",0,0,3,9,2840,0,2008,0,"98033",47.7029,-122.171,1840,7700 +"2895800780","20150401T000000",279800,3,1.75,1410,2052,"2",0,0,3,8,1410,0,2014,0,"98106",47.5171,-122.347,1410,1988 +"6306800050","20140925T000000",486940,4,2.5,3250,13360,"2",0,0,3,9,3250,0,2014,0,"98030",47.3524,-122.198,2612,14448 +"6928000605","20140626T000000",525000,4,2.75,3030,6625,"2",0,0,3,8,3030,0,2011,0,"98059",47.4815,-122.152,3030,9620 +"3814900950","20140725T000000",345000,4,2.5,1983,6002,"2",0,0,3,9,1983,0,2012,0,"98092",47.3281,-122.164,2502,4750 +"8562770080","20141030T000000",613000,3,3.25,2440,2812,"2",0,0,3,8,1710,730,2005,0,"98027",47.5362,-122.072,2440,2836 +"3831250130","20140825T000000",370000,3,2.5,2313,5700,"2",0,0,3,9,2313,0,2011,0,"98030",47.3572,-122.202,2323,5701 +"3629990020","20141002T000000",449500,3,2.25,1260,2556,"2",0,0,3,7,1260,0,2005,0,"98029",47.5482,-121.998,1630,2844 +"9532000010","20150416T000000",515000,3,2.5,2000,3837,"2",0,0,3,8,2000,0,2011,0,"98072",47.7713,-122.167,2210,4075 +"8562780430","20150504T000000",346100,2,1.75,1150,698,"2",0,0,3,7,1150,0,2013,0,"98027",47.5323,-122.071,1150,757 +"2781230020","20141209T000000",398500,4,2.5,2820,6666,"2",0,0,3,9,2820,0,2007,0,"98038",47.3473,-122.031,1880,7200 +"8658301060","20140820T000000",310000,2,1.75,1160,2500,"2",0,0,3,7,1160,0,2008,0,"98014",47.6489,-121.911,970,7500 +"0301402140","20150226T000000",250000,3,2.25,1481,2820,"2",0,0,3,7,1481,0,2012,0,"98002",47.3457,-122.217,1481,2889 +"8923600020","20140806T000000",1.88e+006,5,3.5,4390,6220,"2",0,3,3,9,3170,1220,2013,0,"98115",47.6789,-122.273,2740,6448 +"8725950020","20140827T000000",695000,2,1.75,1570,1207,"3",0,0,3,9,1570,0,2007,0,"98004",47.6215,-122.201,1570,1206 +"1121000357","20140827T000000",1.085e+006,4,3,3410,6541,"2",0,2,3,9,2680,730,2007,0,"98126",47.5416,-122.38,2300,6345 +"1042700290","20140804T000000",864327,5,3.25,3480,6507,"2",0,0,3,9,3480,0,2014,0,"98074",47.607,-122.053,3360,5398 +"7308600010","20140616T000000",749995,4,3.25,3430,9870,"2",0,0,3,9,3430,0,2014,0,"98011",47.776,-122.173,3360,9724 +"7708210050","20140610T000000",525000,5,2.75,2880,8364,"2",0,0,3,9,2880,0,2006,0,"98059",47.4893,-122.147,3010,8296 +"5631500285","20141121T000000",659950,3,2.5,2990,9413,"2",0,0,3,10,2990,0,2006,0,"98028",47.7341,-122.234,1940,9600 +"0524059063","20140506T000000",1.8e+006,5,5,4490,10279,"2",0,0,3,10,3930,560,2013,0,"98004",47.5974,-122.202,2490,10279 +"7203160190","20141029T000000",950000,5,4,4100,8120,"2",0,0,3,9,4100,0,2011,0,"98053",47.6917,-122.02,4100,7625 +"1692900095","20140618T000000",1.39995e+006,4,2.75,3870,10046,"2",0,0,3,11,3870,0,2005,0,"98033",47.6651,-122.191,3560,10046 +"3438500346","20140702T000000",265050,2,1.5,800,2119,"2",0,0,3,7,800,0,2008,0,"98106",47.554,-122.362,1020,4800 +"9268850290","20150306T000000",450000,3,2.25,1620,1057,"3",0,0,3,8,1540,80,2009,0,"98027",47.5396,-122.026,1390,942 +"2419700080","20150505T000000",915000,4,2.5,2910,4356,"3",0,0,3,8,2910,0,2010,0,"98034",47.6705,-122.146,2840,4181 +"1235700052","20140630T000000",963000,4,3.25,3530,8589,"2",0,0,3,10,3530,0,2007,0,"98033",47.6975,-122.195,2470,9019 +"4233800020","20141008T000000",270000,4,2.5,2701,5821,"2",0,0,3,7,2701,0,2013,0,"98092",47.2873,-122.177,2566,5843 +"3278612570","20140724T000000",294000,2,2.5,1380,889,"2",0,0,3,7,1140,240,2012,0,"98126",47.5441,-122.369,1580,1397 +"6638900461","20140605T000000",700000,3,2.5,2050,4185,"2",0,0,3,9,2050,0,2011,0,"98117",47.6922,-122.371,1150,5000 +"4233600190","20150316T000000",1.065e+006,3,4,3370,8252,"2",0,0,3,10,3370,0,2014,0,"98075",47.5965,-122.013,3710,8252 +"7987400285","20150429T000000",494900,3,2.5,2040,2500,"2",0,0,3,7,1470,570,2008,0,"98126",47.573,-122.372,1410,2500 +"9532000500","20140801T000000",415000,3,2.5,1610,3600,"2",0,0,3,8,1610,0,2010,0,"98072",47.771,-122.169,2210,3600 +"8564860280","20140502T000000",459990,3,2.5,2680,5539,"2",0,0,3,8,2680,0,2013,0,"98045",47.4761,-121.734,2990,6037 +"8691440440","20141003T000000",882990,4,3.5,3560,6562,"2",0,0,3,10,3560,0,2014,0,"98075",47.5929,-121.974,3710,6562 +"1099950050","20141229T000000",620000,4,3.5,3880,8244,"2",0,0,3,10,3060,820,2007,0,"98019",47.7426,-121.976,3180,10947 +"3304040130","20150212T000000",375900,3,2,1824,7120,"1",0,0,3,9,1824,0,2010,0,"98001",47.3457,-122.27,2409,6264 +"8562790480","20141006T000000",654000,3,2.5,2220,2873,"2",0,0,3,10,2010,210,2012,0,"98027",47.5311,-122.074,2290,3213 +"4457300005","20150325T000000",1.8399e+006,4,3.25,4140,11007,"2",0,0,3,10,4140,0,2013,0,"98040",47.5707,-122.217,2150,9663 +"8856003839","20141210T000000",215000,3,2.5,1322,6006,"2",0,0,3,7,1322,0,2009,0,"98001",47.2706,-122.254,1440,6796 +"1972200728","20141124T000000",630500,3,2.5,1909,1300,"3",0,0,3,8,1766,143,2006,0,"98103",47.6538,-122.352,1780,1248 +"8691420050","20141107T000000",855000,4,3.5,3460,7702,"2",0,0,3,10,3460,0,2010,0,"98075",47.5942,-121.977,3380,7464 +"6601200020","20150127T000000",235245,4,2.5,1954,5075,"2",0,0,3,8,1954,0,2007,0,"98001",47.2606,-122.253,1934,5000 +"0200480020","20140710T000000",770000,5,2.5,3000,7912,"1",0,0,3,9,1610,1390,2007,0,"98033",47.6765,-122.175,2700,7205 +"7203170190","20140619T000000",734990,4,2.5,2650,6884,"2",0,0,3,8,2650,0,2012,0,"98053",47.6901,-122.015,2520,5866 +"3885802134","20150109T000000",880000,4,2.5,2580,3436,"2",0,0,3,8,2580,0,2013,0,"98033",47.6853,-122.21,1780,5772 +"9578060420","20150114T000000",525000,4,3,2650,4924,"2",0,0,3,8,2650,0,2011,0,"98028",47.7734,-122.238,2380,4733 +"3630200080","20140807T000000",775000,4,3.5,3390,3960,"2",0,0,3,10,3390,0,2008,0,"98027",47.5406,-121.995,2990,3400 +"3876900089","20150430T000000",687015,3,1.75,1470,873,"3",0,0,3,10,1470,0,2009,0,"98119",47.6256,-122.362,1410,967 +"3630130130","20141112T000000",663000,3,2.5,1910,5125,"2",0,0,3,9,1910,0,2006,0,"98029",47.5481,-121.995,1910,3215 +"3326059253","20150330T000000",815000,4,2.5,3030,7187,"2",0,0,3,9,3030,0,2005,0,"98033",47.6934,-122.166,3030,7187 +"2224069109","20150427T000000",1.05e+006,4,3.25,2930,25020,"2",0,0,3,9,2930,0,2013,0,"98029",47.5514,-122.023,2400,32374 +"3862700020","20150423T000000",433190,3,2.5,1650,2787,"2",0,0,3,8,1650,0,2014,0,"98065",47.5336,-121.838,1760,2787 +"3629980080","20141210T000000",725000,4,2.5,2870,5118,"2",0,0,3,9,2870,0,2006,0,"98029",47.5544,-121.99,2940,4800 +"7299600950","20150408T000000",279950,3,2.5,1608,4800,"2",0,0,3,8,1608,0,2013,0,"98092",47.2585,-122.201,2009,4800 +"5528600005","20150327T000000",272167,2,2.5,1620,3795,"2",0,0,3,7,1620,0,2014,0,"98027",47.5321,-122.034,1620,6000 +"3052700419","20140616T000000",468500,3,2.5,1350,1186,"2",0,0,3,8,1120,230,2007,0,"98117",47.6786,-122.375,1500,1605 +"9542840630","20140602T000000",298000,3,2.5,1950,3600,"2",0,0,3,7,1950,0,2010,0,"98038",47.3658,-122.021,1870,4184 +"7896300592","20150114T000000",303500,6,4.5,3390,7200,"2",0,0,3,8,2440,950,2007,0,"98118",47.5205,-122.288,2040,7214 +"9268850480","20150410T000000",308000,3,1.75,1300,1237,"2",0,0,3,7,1060,240,2008,0,"98027",47.539,-122.026,1350,942 +"3629700020","20150415T000000",646800,3,3,2230,1407,"2.5",0,0,3,8,1850,380,2014,0,"98027",47.5446,-122.017,2230,1407 +"8648900010","20150102T000000",530200,4,2.5,1880,3853,"2",0,0,3,8,1880,0,2010,0,"98027",47.5636,-122.094,1890,3078 +"5422950170","20141112T000000",405000,5,2.5,3370,5092,"2",0,0,3,7,3370,0,2006,0,"98038",47.3594,-122.036,2910,5092 +"2768200213","20140724T000000",529000,2,2.5,1320,1395,"2",0,0,3,8,990,330,2014,0,"98107",47.6689,-122.362,1550,1519 +"0642150080","20140908T000000",675900,3,2.5,2920,9096,"2",0,0,3,9,2920,0,2013,0,"98059",47.4855,-122.149,2930,7995 +"2770601912","20150402T000000",570000,3,3.25,1550,1280,"2",0,0,3,9,1220,330,2013,0,"98199",47.6493,-122.384,1550,1579 +"3304040020","20141226T000000",375500,4,2.5,2301,6452,"2",0,0,3,9,2301,0,2010,0,"98001",47.346,-122.269,2650,6054 +"3629960170","20141021T000000",445000,3,3.25,1710,1960,"2",0,0,3,8,1360,350,2004,0,"98029",47.5479,-122.003,1420,955 +"1238900130","20150105T000000",1.1e+006,4,3.75,2890,4164,"2",0,0,3,9,2240,650,2013,0,"98033",47.676,-122.197,2354,3207 +"6056100114","20140825T000000",477000,3,2.5,2100,5060,"2",0,0,3,7,2100,0,2006,0,"98108",47.563,-122.298,1520,2468 +"4140940130","20141121T000000",450000,3,2.75,2240,3360,"2",0,0,3,8,2100,140,2014,0,"98178",47.4999,-122.232,1790,5873 +"6824100007","20150326T000000",427005,3,3,1460,1200,"3",0,0,3,8,1460,0,2006,0,"98117",47.7,-122.367,1460,1245 +"1959700225","20150224T000000",720000,3,1.75,1370,1990,"3",0,0,3,9,1370,0,2014,0,"98102",47.6434,-122.324,1730,1990 +"0518500460","20141008T000000",2.23e+006,3,3.5,3760,5634,"2",1,4,3,11,2830,930,2014,0,"98056",47.5285,-122.205,3560,5762 +"0923059252","20140527T000000",450800,4,3.25,2510,5311,"2",0,0,3,9,2510,0,2009,0,"98056",47.5028,-122.17,1590,9583 +"3052700213","20140829T000000",461100,2,2.25,1210,1267,"2",0,0,3,8,1120,90,2010,0,"98117",47.6783,-122.376,1360,1349 +"2428100080","20141001T000000",1.0616e+006,4,3,2990,6695,"2",0,0,3,10,2990,0,2014,0,"98075",47.5817,-122.047,2760,6600 +"9276202130","20150408T000000",590000,3,2.5,1710,2875,"2",0,0,3,8,1710,0,2006,0,"98116",47.5787,-122.392,1640,5750 +"3845100670","20140716T000000",478830,4,2.5,3274,4950,"2",0,0,3,9,3274,0,2014,0,"98092",47.2603,-122.195,2578,4200 +"4319200675","20140709T000000",760000,4,2.25,3300,8365,"3",0,0,3,9,3300,0,2014,0,"98126",47.5363,-122.377,1290,8369 +"0323059327","20140703T000000",1.025e+006,4,3.5,4370,10860,"2",0,0,3,11,4370,0,2008,0,"98059",47.5066,-122.148,3560,8070 +"3448720020","20140613T000000",385000,4,2.5,2050,5276,"2",0,0,3,7,2050,0,2006,0,"98059",47.491,-122.15,2480,5447 +"7234600832","20140516T000000",500000,2,2.5,1310,1500,"2",0,0,3,8,1160,150,2006,0,"98122",47.6112,-122.309,1320,1581 +"4045500950","20150415T000000",425000,3,1.5,1680,8000,"1.5",0,0,3,7,1680,0,2012,0,"98014",47.6923,-121.869,1990,26336 +"7234600098","20140905T000000",552100,3,3,1330,1379,"2",0,0,4,8,1120,210,2005,0,"98122",47.6126,-122.313,1810,1770 +"0666000143","20141229T000000",785000,3,3,1950,1983,"3",0,0,3,9,1610,340,2009,0,"98004",47.6078,-122.202,2040,2131 +"3343903611","20150323T000000",615000,5,3.25,3090,7069,"2",0,0,3,9,3090,0,2012,0,"98056",47.5114,-122.196,2480,8000 +"1760650950","20150423T000000",309000,3,2.5,1950,3825,"2",0,0,3,7,1950,0,2013,0,"98042",47.3588,-122.082,1950,3825 +"5100403818","20150220T000000",369500,3,2,1108,1128,"3",0,0,3,7,1108,0,2009,0,"98115",47.6961,-122.318,1285,1253 +"2325400170","20150211T000000",391000,4,2.25,2190,3850,"2",0,0,3,7,2190,0,2006,0,"98059",47.4861,-122.161,2190,3980 +"5700000446","20141029T000000",465000,3,1.75,1590,1322,"2",0,0,3,8,1060,530,2014,0,"98144",47.5753,-122.294,1530,5400 +"9492500010","20140606T000000",879950,4,2.75,3010,7215,"2",0,0,3,9,3010,0,2014,0,"98033",47.6952,-122.178,3010,7215 +"2461900446","20141023T000000",372000,3,2,1330,1042,"2",0,0,3,8,1060,270,2014,0,"98136",47.5522,-122.382,1440,2428 +"8669160170","20140522T000000",259000,3,2.5,1550,3569,"2",0,0,3,7,1550,0,2011,0,"98002",47.3528,-122.211,2095,3402 +"3644100101","20140707T000000",374000,2,1.5,1260,1575,"2",0,0,3,7,1260,0,2001,0,"98144",47.5914,-122.295,1220,1740 +"7852090680","20150305T000000",561000,4,2.5,2550,5395,"2",0,0,3,8,2550,0,2001,0,"98065",47.5355,-121.874,2850,6109 +"5693501028","20150403T000000",610000,3,2.5,1300,1331,"3",0,0,3,8,1300,0,2007,0,"98103",47.6607,-122.352,1450,5270 +"3629700080","20150108T000000",635000,3,3,2230,1407,"2.5",0,0,3,8,1850,380,2014,0,"98027",47.5446,-122.017,2290,1407 +"3278600680","20140627T000000",235000,1,1.5,1170,1456,"2",0,0,3,8,1070,100,2007,0,"98126",47.5493,-122.372,1360,1730 +"2738640470","20140716T000000",623300,4,3.5,4170,4524,"2",0,0,3,9,3500,670,2007,0,"98072",47.7726,-122.162,3510,5001 +"7853320950","20141023T000000",412500,3,2,1680,5246,"1",0,0,3,7,1680,0,2007,0,"98065",47.5206,-121.868,2430,6883 +"5635100050","20141121T000000",380000,4,3.25,2864,8035,"3",0,0,3,8,2864,0,2014,0,"98030",47.3746,-122.189,2419,8984 +"3629990280","20140623T000000",497000,3,2.25,1630,3817,"2",0,0,3,7,1630,0,2005,0,"98029",47.5485,-121.999,1630,3348 +"6306800020","20141111T000000",452000,4,2.5,2716,7850,"2",0,0,3,9,2716,0,2014,0,"98030",47.352,-122.197,2580,14448 +"7697000170","20141025T000000",312000,3,2.5,1750,4076,"2",0,0,3,7,1750,0,2013,0,"98038",47.3597,-122.045,1810,4090 +"5057100080","20140919T000000",469950,5,3,3223,6371,"2",0,0,3,9,3223,0,2014,0,"98042",47.3588,-122.163,1979,19030 +"5276200020","20140805T000000",775000,5,2.5,2600,4284,"2",0,0,3,9,2600,0,2014,0,"98136",47.5409,-122.39,1620,5000 +"5727500006","20150427T000000",679990,4,2.75,3320,8653,"2",0,0,3,8,3320,0,2014,0,"98133",47.7521,-122.334,2140,8727 +"9268850130","20140627T000000",288790,4,2,1350,942,"3",0,0,3,7,1350,0,2008,0,"98027",47.5401,-122.026,1390,942 +"9293000170","20150408T000000",800000,5,2.5,3410,4726,"2",0,0,3,9,3410,0,2007,0,"98006",47.5459,-122.184,2810,5129 +"7299601870","20150427T000000",299000,3,2.5,1572,4000,"2",0,0,3,8,1572,0,2013,0,"98092",47.2615,-122.198,1608,5175 +"1760650500","20150129T000000",332000,4,2.5,2300,4482,"2",0,0,3,7,2300,0,2013,0,"98042",47.3599,-122.082,2300,3825 +"7174800094","20150420T000000",525000,1,1.5,1030,5923,"1",0,0,3,8,1030,0,1940,0,"98105",47.6653,-122.305,2650,5000 +"6909200007","20140903T000000",620000,3,1.75,1458,858,"2",0,0,3,8,950,508,2014,0,"98144",47.592,-122.293,1458,3000 +"7853321150","20141103T000000",452000,4,2.5,2190,6896,"2",0,0,3,7,2190,0,2007,0,"98065",47.5191,-121.869,2190,5900 +"1105000402","20141028T000000",630000,4,3,3640,5096,"2",0,0,3,8,2740,900,2010,0,"98118",47.5428,-122.27,1910,9189 +"1442870420","20140724T000000",485000,4,2.75,2790,7803,"2",0,0,3,8,2790,0,2013,0,"98045",47.4823,-121.772,2620,6178 +"3682000050","20141013T000000",349950,4,2.5,2632,4117,"2",0,0,3,8,2632,0,2013,0,"98001",47.3428,-122.278,2040,5195 +"1442880080","20140701T000000",499990,4,2.75,2910,6334,"2",0,0,3,8,2910,0,2013,0,"98045",47.4826,-121.771,2790,6352 +"7169500020","20141205T000000",510000,2,2.25,1470,1101,"2",0,0,3,8,1340,130,2005,0,"98115",47.6768,-122.301,1470,1582 +"2911700010","20150303T000000",1.08e+006,3,2.5,2240,21477,"2",0,2,3,8,2240,0,1995,0,"98006",47.5745,-122.18,2930,21569 +"9578060470","20140508T000000",494000,3,2.5,2310,4729,"2",0,0,3,8,2310,0,2011,0,"98028",47.7734,-122.237,2440,4711 +"1776460190","20140626T000000",429900,3,2.5,2370,5353,"2",0,0,3,8,2370,0,2009,0,"98019",47.7333,-121.975,2130,6850 +"3449500050","20141015T000000",505000,4,2.75,2980,9825,"1",0,0,3,8,1910,1070,2007,0,"98056",47.5073,-122.172,2580,12231 +"2309710130","20140715T000000",272000,4,2,1870,6551,"1",0,3,3,7,1870,0,2009,0,"98022",47.1934,-121.977,2280,5331 +"1972201511","20150210T000000",671500,3,2.5,1770,1714,"3",0,0,3,8,1770,0,2012,0,"98103",47.6532,-122.348,1720,3360 +"7852120050","20150311T000000",729950,4,3.5,3510,10010,"2",0,0,3,10,3510,0,2001,0,"98065",47.5412,-121.876,4200,9935 +"3814900660","20140721T000000",471835,4,2.5,3281,5354,"2",0,0,3,9,3281,0,2014,0,"98092",47.3273,-122.163,2598,4815 +"8141310080","20141103T000000",249950,3,2,1670,4438,"1",0,0,3,7,1670,0,2014,0,"98022",47.1948,-121.974,1670,4558 +"7207900050","20140808T000000",424950,5,3.5,2760,3846,"2.5",0,0,3,8,2760,0,2013,0,"98056",47.5047,-122.17,2760,4587 +"2424059163","20140709T000000",1.24e+006,5,3.5,5430,10327,"2",0,2,3,10,4010,1420,2007,0,"98006",47.5476,-122.116,4340,10324 +"2140950130","20140911T000000",440000,4,2.5,2990,7928,"2",0,0,3,9,2990,0,2011,0,"98010",47.3139,-122.024,2810,7401 +"1776230190","20150408T000000",495000,4,3.5,3170,3858,"2",0,0,3,8,2530,640,2008,0,"98059",47.5049,-122.155,2640,3844 +"3524039224","20140513T000000",870000,4,2.5,3520,6773,"2.5",0,0,3,9,2650,870,2006,0,"98136",47.5317,-122.391,2930,6458 +"5694500840","20141125T000000",559000,2,3,1650,960,"3",0,0,3,8,1350,300,2015,0,"98103",47.6611,-122.346,1650,3000 +"4014400381","20140507T000000",495000,4,2.75,2656,21195,"2",0,0,3,9,2656,0,2014,0,"98001",47.3162,-122.272,1860,16510 +"2838000130","20150213T000000",722000,3,2.5,2230,4850,"2",0,0,3,8,2230,0,2014,0,"98133",47.7295,-122.334,2230,4513 +"8562770430","20140702T000000",567500,3,2.5,2280,2502,"2",0,0,3,8,1880,400,2006,0,"98027",47.5364,-122.073,2280,2812 +"1402970020","20141217T000000",440000,4,2.5,2798,5085,"2",0,0,3,9,2798,0,2011,0,"98092",47.3308,-122.187,2502,5707 +"3943600020","20140829T000000",400000,4,2.5,2398,5988,"2",0,0,3,8,2398,0,2008,0,"98055",47.452,-122.204,2370,5988 +"1438000430","20141006T000000",459995,4,2.5,2350,3760,"2",0,0,3,8,2350,0,2014,0,"98059",47.4786,-122.123,2590,4136 +"1601600167","20140507T000000",365000,5,2.75,2410,5003,"1",0,0,3,7,1410,1000,2008,0,"98118",47.5298,-122.274,1590,5003 +"1773100541","20150417T000000",389950,3,2.25,1580,920,"3",0,0,3,8,1580,0,2015,0,"98106",47.5578,-122.363,1250,1150 +"1773100924","20140708T000000",320000,3,3.25,1450,1387,"2",0,0,3,8,1180,270,2013,0,"98106",47.5556,-122.362,1450,1198 +"0982850080","20140613T000000",415500,4,2.5,1750,4779,"2",0,0,3,7,1750,0,2009,0,"98028",47.7608,-122.232,1580,4687 +"7628700050","20150309T000000",775000,3,2.5,3020,4120,"2",0,0,3,9,2360,660,2008,0,"98126",47.5714,-122.373,2280,4120 +"8673400020","20150311T000000",590000,3,3,1740,1100,"3",0,0,3,8,1740,0,2007,0,"98107",47.67,-122.391,1370,1180 +"8725950170","20150123T000000",950000,2,2.25,2200,2043,"2",0,0,3,9,1760,440,2007,0,"98004",47.6213,-122.2,2020,1957 +"6306800080","20140806T000000",378950,4,2.5,1867,15314,"2",0,0,3,9,1867,0,2013,0,"98030",47.3524,-122.198,2616,8048 +"3362401763","20140508T000000",441750,2,1.5,1020,1060,"3",0,0,3,8,1020,0,2008,0,"98103",47.6801,-122.348,1340,1415 +"0301401630","20141031T000000",335900,4,2.75,2475,4000,"2",0,0,3,7,2475,0,2014,0,"98002",47.345,-122.209,2475,4000 +"6056110780","20140627T000000",229800,2,1.75,1110,1773,"2",0,0,3,8,1110,0,2014,0,"98108",47.5647,-122.293,1420,2855 +"6819100352","20150310T000000",645000,3,2.5,1900,1258,"2.5",0,0,3,7,1700,200,2007,0,"98119",47.6465,-122.358,1780,1877 +"9297302031","20150423T000000",448000,3,3.25,1560,1345,"2",0,0,3,8,1260,300,2009,0,"98126",47.5637,-122.375,1560,4800 +"7203150080","20141216T000000",706000,4,2.5,2510,5436,"2",0,0,3,8,2510,0,2011,0,"98053",47.6894,-122.016,2520,5436 +"2937300050","20150227T000000",988990,4,4.75,4150,6303,"3",0,0,3,9,4150,0,2014,0,"98052",47.7047,-122.123,3570,6285 +"9521100029","20140716T000000",716000,3,3,1660,1849,"3",0,0,3,9,1660,0,2013,0,"98103",47.6649,-122.353,1660,3300 +"0832700170","20150421T000000",319000,2,1.5,1090,847,"3",0,0,3,8,1090,0,2009,0,"98133",47.7235,-122.352,1090,1118 +"6817750440","20141014T000000",300000,4,2.5,1914,3272,"2",0,0,3,8,1914,0,2009,0,"98055",47.4297,-122.189,1714,3250 +"0123059127","20140502T000000",625000,4,3.25,2730,54014,"1",0,0,3,9,1560,1170,2007,0,"98059",47.5133,-122.11,2730,111274 +"3630200430","20140514T000000",773000,3,2.75,2470,3600,"2",0,0,3,9,2470,0,2007,0,"98029",47.5406,-121.994,2570,3600 +"3448740430","20140925T000000",392000,5,2.5,2340,5670,"2",0,0,3,7,2340,0,2009,0,"98059",47.4913,-122.152,2190,4869 +"1438000190","20140911T000000",549995,4,3.5,2660,5690,"2",0,0,3,8,1920,740,2014,0,"98059",47.4775,-122.122,2970,5690 +"7853320250","20140920T000000",480000,3,2.5,2410,4656,"2",0,0,3,7,2410,0,2009,0,"98065",47.5203,-121.874,2410,4840 +"0100300280","20141020T000000",355000,3,2.25,1430,4777,"2",0,0,3,7,1430,0,2010,0,"98059",47.4867,-122.152,1639,3854 +"8862500280","20141230T000000",208400,2,2.5,1570,1268,"3",0,0,3,7,1570,0,2007,0,"98106",47.534,-122.365,1570,1300 +"1042700080","20140822T000000",831548,5,2.75,3010,4919,"2",0,0,3,9,3010,0,2014,0,"98074",47.6067,-122.052,3230,5415 +"4051150080","20141117T000000",279500,4,2.5,1613,4338,"2",0,0,3,7,1613,0,2009,0,"98042",47.3859,-122.162,1427,4341 +"5592200010","20150227T000000",445000,3,2.5,2380,5269,"2",0,0,3,8,2380,0,2008,0,"98056",47.5066,-122.192,2150,7600 +"7787920080","20140616T000000",492500,5,2.5,2570,9962,"2",0,0,3,8,2570,0,2006,0,"98019",47.7275,-121.957,2890,9075 +"3448740190","20140709T000000",435000,4,2.5,2550,5200,"2",0,0,3,7,2550,0,2009,0,"98059",47.4919,-122.153,2550,4660 +"8822900122","20150512T000000",325000,3,2.25,1330,969,"3",0,0,3,7,1330,0,2007,0,"98125",47.7177,-122.292,1310,1941 +"4083300098","20141117T000000",453000,2,1.5,1160,1269,"2",0,0,3,7,970,190,2005,0,"98103",47.6608,-122.335,1700,3150 +"1438000170","20140822T000000",612995,5,3.5,3240,6919,"2",0,0,3,8,2760,480,2014,0,"98059",47.4779,-122.122,2970,5690 +"7853360480","20140904T000000",540000,4,2.5,2710,9248,"2",0,0,3,7,2710,0,2011,0,"98065",47.5164,-121.875,2710,5000 +"0522059130","20150429T000000",465000,3,1,1150,18200,"1",0,0,5,7,1150,0,1959,0,"98058",47.4262,-122.187,1714,18200 +"4385700185","20140812T000000",799950,3,2.25,1860,1386,"3",0,0,3,9,1860,0,2014,0,"98112",47.6368,-122.279,1680,3080 +"2768301476","20141124T000000",495000,3,2.25,1280,1517,"2",0,0,3,8,1080,200,2008,0,"98107",47.6651,-122.368,1280,1681 +"1862400541","20150228T000000",579950,3,2.5,1810,1585,"3",0,0,3,7,1810,0,2014,0,"98117",47.6957,-122.376,1560,1586 +"8562780280","20150220T000000",331000,2,2.25,1240,720,"2",0,0,3,7,1150,90,2008,0,"98027",47.5322,-122.072,1260,810 +"9528101061","20140825T000000",580000,4,3.5,1460,951,"3",0,0,3,8,1460,0,2008,0,"98115",47.6821,-122.326,1430,1282 +"6056110460","20150414T000000",669000,2,2.5,1640,1953,"2",0,0,3,10,1640,0,2014,0,"98118",47.5639,-122.292,1820,2653 +"2154970020","20140703T000000",2.35196e+006,4,4.25,5010,19412,"2",0,1,3,11,4000,1010,2014,0,"98040",47.5455,-122.211,3820,17064 +"5694500497","20150116T000000",539900,3,3.25,1300,1325,"2",0,0,3,8,1080,220,2005,0,"98103",47.6584,-122.346,1290,1323 +"7708200670","20140723T000000",490000,4,2.5,2510,4349,"2",0,0,3,8,2510,0,2010,0,"98059",47.4927,-122.147,2510,4314 +"8562770050","20140527T000000",627000,3,3.5,2710,3475,"2",0,0,3,8,1650,1060,2005,0,"98027",47.5359,-122.072,2440,2867 +"1441000470","20140728T000000",458000,4,3.5,3217,4000,"2",0,0,3,8,2587,630,2008,0,"98055",47.4483,-122.203,2996,5418 +"6056100293","20141110T000000",440000,3,2.5,1650,4929,"2",0,0,3,7,1520,130,2007,0,"98108",47.5634,-122.298,1520,2287 +"6600000050","20150310T000000",1.698e+006,4,3.5,3950,6240,"2",0,0,3,11,3950,0,2015,0,"98112",47.6221,-122.29,2040,6240 +"1732800199","20150511T000000",935000,2,2.5,1680,977,"3",0,0,3,9,1680,0,2009,0,"98119",47.632,-122.361,1680,977 +"7853360470","20150417T000000",641000,5,3.5,3420,6403,"2",0,2,3,8,2700,720,2013,0,"98065",47.5162,-121.874,2710,6038 +"3438501583","20140911T000000",452000,3,2.75,2300,5090,"2",0,0,3,8,1700,600,2007,0,"98106",47.545,-122.36,1530,9100 +"7853370250","20141223T000000",625000,4,2.75,3010,6854,"2",0,2,3,9,2570,440,2012,0,"98065",47.5171,-121.876,1830,2952 +"2387600010","20150303T000000",1.35e+006,4,3.5,4680,12495,"2",0,0,3,10,3040,1640,2008,0,"98033",47.6984,-122.206,3240,10749 +"8946780080","20140908T000000",834950,5,3.5,3630,4911,"2",0,0,3,9,2790,840,2014,0,"98034",47.718,-122.156,3600,4992 +"9402800005","20141028T000000",1.5e+006,3,3.5,3530,3610,"2",0,0,3,10,2370,1160,2008,0,"98103",47.6857,-122.339,1780,3610 +"5422950080","20140825T000000",305000,4,2.5,2280,3800,"2",0,0,3,7,2280,0,2006,0,"98038",47.3586,-122.036,2630,4045 +"2826079027","20141112T000000",659000,3,2.5,3090,384634,"2",0,0,3,8,3090,0,2007,0,"98019",47.7072,-121.927,2200,292645 +"6003000851","20140522T000000",353000,1,1,550,1279,"2",0,0,3,7,550,0,2008,0,"98122",47.616,-122.314,1460,1385 +"7394400080","20150304T000000",535000,4,3.25,2840,4000,"2",0,3,3,9,2330,510,2014,0,"98108",47.5529,-122.293,2160,4867 +"1238501184","20140708T000000",999000,4,2.5,3130,10849,"2",0,0,3,10,3130,0,2013,0,"98033",47.6828,-122.186,2470,9131 +"0263000009","20150129T000000",375000,3,2.5,1440,1102,"3",0,0,3,8,1440,0,2009,0,"98103",47.6995,-122.346,1440,1434 +"5101408889","20140616T000000",685000,4,3.5,2840,4637,"3",0,0,3,8,2840,0,2008,0,"98125",47.7033,-122.321,1730,5279 +"7299601410","20140808T000000",333000,4,2.5,2623,7184,"2",0,0,3,8,2623,0,2012,0,"98092",47.259,-122.202,2010,4939 +"9266700190","20150511T000000",245000,1,1,390,2000,"1",0,0,4,6,390,0,1920,0,"98103",47.6938,-122.347,1340,5100 +"2424059174","20150508T000000",1.99995e+006,4,3.25,5640,35006,"2",0,2,3,11,4900,740,2015,0,"98006",47.5491,-122.104,4920,35033 +"8562780290","20141015T000000",329950,2,2.25,1260,1032,"2",0,0,3,7,1170,90,2008,0,"98027",47.5323,-122.072,1240,809 +"5100400244","20150420T000000",403000,2,1,894,1552,"2",0,0,3,7,894,0,2011,0,"98115",47.6911,-122.313,1131,1992 +"3744000130","20141111T000000",559630,4,2.5,3370,4934,"2",0,0,3,9,3370,0,2014,0,"98038",47.3562,-122.022,2980,5046 +"0993001976","20140818T000000",344000,3,2.25,1250,871,"3",0,0,3,8,1250,0,2007,0,"98103",47.6907,-122.343,1250,1158 +"0525049174","20150402T000000",435000,3,1.5,1180,1231,"3",0,0,3,7,1180,0,2008,0,"98115",47.6845,-122.315,1280,3360 +"5393600562","20140522T000000",430000,2,2.5,1520,1588,"2",0,0,3,8,1240,280,2007,0,"98144",47.5825,-122.313,1660,6000 +"4187000190","20141117T000000",417000,3,2.5,2000,4500,"2",0,0,3,7,2000,0,2010,0,"98059",47.4937,-122.149,2230,4501 +"2862500190","20150409T000000",895950,5,2.75,3180,9255,"2",0,0,3,9,3180,0,2014,0,"98074",47.6232,-122.023,3180,7782 +"5045700470","20150319T000000",563950,4,2.75,3050,4750,"2",0,0,3,8,3050,0,2014,0,"98059",47.4857,-122.153,2730,5480 +"2924079034","20140925T000000",332220,3,1.5,2580,47480,"1",0,0,3,7,1360,1220,1953,0,"98024",47.5333,-121.933,1760,48181 +"8835770170","20140822T000000",1.488e+006,5,6,6880,279968,"2",0,3,3,12,4070,2810,2007,0,"98045",47.4624,-121.779,4690,256803 +"3630200480","20140612T000000",680000,3,2.5,2570,3600,"2.5",0,0,3,9,2570,0,2007,0,"98027",47.5412,-121.994,2570,3600 +"8562790080","20150209T000000",825750,4,3.5,2950,3737,"2",0,0,3,10,2270,680,2012,0,"98027",47.5313,-122.074,2580,3581 +"8165500780","20141209T000000",338000,3,2.5,1690,1760,"2",0,0,3,8,1410,280,2014,0,"98106",47.5387,-122.367,1740,1760 +"1442870050","20140718T000000",535365,4,2.75,2790,6969,"2",0,0,3,8,2790,0,2012,0,"98045",47.4836,-121.769,2620,6307 +"1704900303","20141211T000000",608000,3,2.25,1720,5234,"2",0,0,3,9,1240,480,2011,0,"98118",47.5547,-122.278,1720,5825 +"6132600655","20141016T000000",930000,3,2.25,2890,5000,"3",0,0,3,9,2890,0,2014,0,"98117",47.6983,-122.389,2020,5000 +"3421069049","20141021T000000",565000,2,1.75,1130,276170,"1",0,0,3,8,1130,0,2006,0,"98022",47.2673,-122.027,2092,217800 +"7169500130","20141219T000000",495000,2,2.25,1460,1623,"2",0,0,3,8,1260,200,2005,0,"98115",47.6764,-122.301,1460,1137 +"8732900840","20140722T000000",667000,3,2.5,2510,3819,"2",0,0,3,8,2510,0,2007,0,"98052",47.6987,-122.096,2520,3990 +"5379803372","20141112T000000",495000,4,2.5,3390,7870,"2",0,0,3,8,3390,0,2014,0,"98188",47.4536,-122.274,1960,10069 +"2937300430","20140929T000000",928990,4,2.5,3570,6054,"2",0,0,3,9,3570,0,2014,0,"98052",47.7053,-122.126,3600,6050 +"5422950020","20140630T000000",345000,4,2.5,2280,5000,"2",0,0,3,7,2280,0,2006,0,"98038",47.3593,-122.037,2910,5000 +"3797001702","20141216T000000",1.065e+006,5,3.5,2920,3000,"2",0,0,3,9,2260,660,2014,0,"98103",47.6846,-122.349,1580,4000 +"1438000130","20140703T000000",519995,4,3,2590,6160,"2",0,0,3,8,2590,0,2014,0,"98059",47.4784,-122.122,2670,5600 +"1853080130","20141105T000000",924000,5,2.75,3210,8001,"2",0,0,3,9,3210,0,2014,0,"98074",47.5935,-122.061,3190,6624 +"0741500010","20150424T000000",295000,3,2,1230,3405,"1",0,0,3,7,1230,0,2010,0,"98058",47.438,-122.179,1440,4066 +"3123089027","20140721T000000",472000,3,2.5,3800,104979,"2",0,0,3,8,3210,590,2005,0,"98045",47.4304,-121.841,2040,109771 +"3630080190","20140801T000000",405000,3,2.5,1500,2314,"2",0,0,3,7,1500,0,2005,0,"98029",47.5537,-121.998,1440,2170 +"3782760080","20140718T000000",410000,4,2.25,2510,4090,"2",0,0,3,8,1840,670,2012,0,"98019",47.7345,-121.967,2070,4090 +"8024200684","20141125T000000",419500,3,1.5,1400,1091,"3",0,0,3,8,1400,0,2007,0,"98115",47.6989,-122.317,1270,1413 +"0982850020","20140903T000000",382000,3,2.25,1450,4667,"2",0,0,3,7,1450,0,2009,0,"98028",47.7611,-122.233,1490,4667 +"5649600462","20150224T000000",370000,2,2.5,1390,1821,"2",0,0,3,7,1180,210,2007,0,"98118",47.5537,-122.282,1350,1821 +"3449820430","20141006T000000",553000,3,2.75,3160,9072,"2",0,0,3,9,3160,0,2005,0,"98056",47.5147,-122.177,3160,9072 +"9533100285","20140630T000000",2.065e+006,4,3.75,4350,7965,"2",0,0,3,10,4350,0,2013,0,"98004",47.6289,-122.205,2190,8557 +"0923059259","20150401T000000",455950,4,2.5,2720,5771,"2",0,0,3,8,2720,0,2015,0,"98056",47.4917,-122.17,1940,4184 +"6431000748","20141027T000000",331000,3,3.25,1290,1153,"3",0,0,3,7,1290,0,2008,0,"98103",47.6904,-122.346,1290,1200 +"3753000010","20140507T000000",417250,3,2.25,1606,1452,"3",0,0,3,8,1606,0,2009,0,"98125",47.7175,-122.284,1516,1939 +"6169901185","20140520T000000",490000,5,3.5,4460,2975,"3",0,2,3,10,3280,1180,2015,0,"98119",47.6313,-122.37,2490,4231 +"2309710150","20140804T000000",325000,4,3.25,2800,5291,"2",0,0,3,7,2800,0,2011,0,"98022",47.1937,-121.977,2380,5291 +"1773600264","20150223T000000",705000,5,3.5,3250,4800,"2",0,0,3,9,2410,840,2010,0,"98106",47.5618,-122.362,1330,4920 +"6061500100","20140717T000000",1.17466e+006,6,3.5,4310,7760,"2",0,0,3,10,3260,1050,2013,0,"98059",47.5297,-122.155,4620,10217 +"1282300995","20150222T000000",365000,3,2.25,1310,915,"2",0,0,3,7,1060,250,2007,0,"98144",47.5738,-122.293,1500,1215 +"0597000593","20141117T000000",403000,2,1.5,1240,1101,"2",0,0,3,8,1080,160,2009,0,"98144",47.5758,-122.309,1530,1209 +"7853321110","20140813T000000",409000,3,2.5,1950,7263,"2",0,0,3,7,1950,0,2007,0,"98065",47.5194,-121.869,2190,5900 +"3278612450","20150407T000000",391000,3,2.5,1800,1120,"2",0,0,3,8,1800,0,2011,0,"98126",47.5436,-122.369,1800,2380 +"1438000120","20140616T000000",542525,4,2.5,2650,5600,"2",0,0,3,8,2650,0,2014,0,"98059",47.4786,-122.122,2650,5600 +"9521100301","20140507T000000",339950,2,1,820,681,"3",0,0,3,8,820,0,2006,0,"98103",47.6619,-122.352,820,1156 +"1442870040","20140819T000000",499990,4,2.75,2620,7001,"2",0,0,3,8,2620,0,2012,0,"98045",47.4838,-121.769,2620,6543 +"0644000115","20140923T000000",1.765e+006,4,3.25,3980,10249,"2",0,0,3,10,3980,0,2011,0,"98004",47.5873,-122.196,2450,10912 +"6372000297","20150323T000000",608000,3,3.5,1660,2298,"2",0,0,3,8,1260,400,2009,0,"98116",47.5809,-122.403,1500,2198 +"6600060150","20150312T000000",392000,4,2.5,2130,4028,"2",0,0,3,8,2130,0,2014,0,"98146",47.5108,-122.363,1830,7817 +"0774101755","20150417T000000",320000,3,1.75,1790,66250,"1.5",0,0,3,7,1790,0,2003,0,"98014",47.7179,-121.403,1440,59346 +"2895800750","20150417T000000",274800,3,1.75,1410,1988,"2",0,0,3,8,1410,0,2014,0,"98106",47.5171,-122.347,1410,1899 +"2424039029","20150427T000000",325000,3,2.25,1330,1198,"2",0,0,3,8,1080,250,2007,0,"98106",47.555,-122.362,1260,1062 +"3448740360","20150429T000000",418500,4,2.5,2190,4866,"2",0,0,3,7,2190,0,2009,0,"98059",47.4907,-122.152,2190,5670 +"3832050580","20140502T000000",300000,3,2.5,2540,5050,"2",0,0,3,7,2540,0,2006,0,"98042",47.3358,-122.055,2280,5050 +"3094000210","20150105T000000",269950,3,2.5,2244,4079,"2",0,0,3,7,2244,0,2012,0,"98001",47.2606,-122.254,2077,4078 +"0321030150","20150506T000000",358000,3,2.5,2026,7611,"2",0,0,3,8,2026,0,2010,0,"98042",47.3733,-122.162,2270,7611 +"7694200090","20150504T000000",350000,3,2.5,1730,4086,"2",0,0,3,8,1730,0,2013,0,"98146",47.5016,-122.341,2030,4086 +"3299710110","20140528T000000",782000,4,3.5,3910,8095,"2",0,0,3,9,3130,780,2007,0,"98029",47.5588,-122.036,3770,7021 +"3879900754","20140915T000000",779000,3,2.5,1580,1487,"3",0,1,3,9,1580,0,2009,0,"98119",47.6276,-122.359,1610,1297 +"8732900300","20141217T000000",685000,4,2.5,2510,3479,"2",0,0,3,8,2510,0,2007,0,"98052",47.6981,-122.099,2540,4171 +"6021503698","20140529T000000",305000,2,2.25,1000,905,"3",0,0,3,8,1000,0,2006,0,"98117",47.6842,-122.387,980,1023 +"3333000745","20150417T000000",350000,4,2.5,1660,2500,"2",0,0,3,7,1660,0,2007,0,"98118",47.5437,-122.283,1030,5000 +"3630220220","20140923T000000",775000,4,3.5,3060,4573,"2",0,0,3,9,2410,650,2012,0,"98029",47.5522,-122.001,3170,3634 +"9478500180","20140828T000000",317750,3,2.5,1980,4500,"2",0,0,3,7,1980,0,2012,0,"98042",47.3682,-122.117,1980,4500 +"2771602427","20140508T000000",438000,2,1,980,1179,"2",0,0,3,8,980,0,2010,0,"98119",47.6381,-122.375,1190,1600 +"1498301168","20140528T000000",325000,2,2.5,1050,1609,"2",0,0,3,7,1050,0,2005,0,"98144",47.5854,-122.313,1120,1693 +"8562790580","20150428T000000",830000,4,3.25,3080,4287,"2",0,0,3,10,2230,850,2012,0,"98027",47.5313,-122.076,2250,2520 +"2325400040","20140922T000000",353000,3,2.25,1900,3800,"2",0,0,3,7,1900,0,2006,0,"98059",47.4866,-122.16,1950,3800 +"5045700330","20140725T000000",460000,4,2.5,2200,6400,"2",0,0,3,8,2200,0,2010,0,"98059",47.4856,-122.156,2600,5870 +"3126049498","20150316T000000",370000,3,1.5,1360,1167,"3",0,0,3,8,1360,0,2008,0,"98103",47.6962,-122.349,1360,1167 +"9578140360","20140619T000000",330000,3,2.5,2238,7209,"2",0,0,3,8,2238,0,2011,0,"98023",47.2966,-122.353,2456,7212 +"3343901408","20150128T000000",569888,4,2.5,2590,6474,"2",0,0,3,8,2590,0,2014,0,"98056",47.5164,-122.19,1960,8679 +"7859910110","20140918T000000",353900,3,2.5,2517,3900,"2",0,0,3,8,2517,0,2014,0,"98092",47.3211,-122.182,2390,7108 +"7852120180","20150304T000000",695000,4,3.5,3510,9084,"2",0,0,3,10,3510,0,2001,0,"98065",47.5402,-121.875,3690,9568 +"9268850180","20140718T000000",288790,3,1.75,1290,1237,"2",0,0,3,7,1060,230,2008,0,"98027",47.54,-122.026,1370,942 +"6031400092","20150213T000000",334950,5,3,2230,8642,"1",0,0,3,7,1330,900,2014,0,"98168",47.487,-122.32,2100,11056 +"1853080790","20141215T000000",869950,4,2.75,3140,7928,"2",0,0,3,9,3140,0,2013,0,"98074",47.5923,-122.058,3500,7055 +"1624049291","20141008T000000",557500,3,3.5,3350,5025,"2",0,2,3,8,2670,680,2014,0,"98144",47.5699,-122.296,2030,5117 +"7237450100","20140919T000000",389990,4,2.5,2245,4330,"2",0,0,3,8,2245,0,2014,0,"98038",47.3557,-122.063,2530,4478 +"9521100214","20140604T000000",455000,3,1.75,1420,1189,"3",0,0,3,8,1420,0,2006,0,"98103",47.6625,-122.352,1380,1196 +"5693501102","20141030T000000",598500,3,3,1560,2091,"3",0,0,3,8,1560,0,2006,0,"98103",47.6604,-122.352,1530,2091 +"6891100590","20150302T000000",750000,4,2.75,2810,5497,"2",0,0,3,9,2810,0,2011,0,"98052",47.7081,-122.116,2990,5842 +"2254501095","20141113T000000",729999,2,2.25,1630,1686,"2",0,0,3,10,1330,300,2014,0,"98122",47.6113,-122.314,1570,2580 +"9478550110","20150303T000000",299950,3,2.5,1740,4497,"2",0,0,3,7,1740,0,2012,0,"98042",47.3697,-122.117,1950,4486 +"0993001961","20140709T000000",374950,3,2.25,1390,1484,"3",0,0,3,8,1390,0,2007,0,"98103",47.6912,-122.343,1250,1087 +"9274200028","20150219T000000",386950,3,2.5,1070,1089,"2",0,0,3,7,900,170,2009,0,"98116",47.5902,-122.387,1450,1437 +"7708200180","20140710T000000",535000,5,3.25,2850,4551,"2",0,0,3,8,2370,480,2006,0,"98059",47.4916,-122.144,2850,4849 +"8691430330","20140831T000000",890000,5,3.25,4100,7578,"2",0,2,3,10,4100,0,2011,0,"98075",47.5955,-121.974,3710,8156 +"8924100308","20150203T000000",1.05e+006,4,2.5,3260,5974,"2",0,1,3,9,2820,440,2007,0,"98115",47.6772,-122.267,2260,6780 +"1070000180","20141015T000000",1.10746e+006,4,3.5,3660,4760,"2",0,0,3,9,2840,820,2014,0,"98199",47.6482,-122.409,3210,4640 +"1085623630","20141003T000000",436952,4,2.5,2708,4772,"2",0,0,3,9,2708,0,2014,0,"98092",47.3413,-122.178,2502,4900 +"3278605550","20140609T000000",365000,3,2.5,1800,2700,"2",0,0,3,8,1800,0,2011,0,"98126",47.5458,-122.369,1580,2036 +"1139000062","20140625T000000",288000,3,2.5,1150,887,"3",0,0,3,7,1150,0,2007,0,"98133",47.7072,-122.356,1180,915 +"2838000180","20150220T000000",700000,3,2.5,2230,4006,"2",0,0,3,8,2230,0,2014,0,"98133",47.73,-122.335,2230,4180 +"2725079018","20140509T000000",800000,4,3.25,3540,159430,"2",0,0,3,9,3540,0,2007,0,"98014",47.6285,-121.899,1940,392040 +"7104100110","20150511T000000",899000,4,3.5,2490,5500,"2",0,0,3,9,1780,710,2015,0,"98136",47.5499,-122.393,1710,5500 +"0259500230","20141218T000000",465750,3,2.5,2670,4534,"2",0,0,3,9,2670,0,2007,0,"98056",47.51,-122.184,3040,5079 +"9523100712","20140618T000000",485000,2,2.5,1430,923,"3",0,0,3,8,1410,20,2008,0,"98103",47.6683,-122.355,1620,1505 +"1438000360","20140603T000000",494995,5,2.75,2670,3800,"2",0,0,3,8,2670,0,2014,0,"98059",47.4783,-122.123,2670,3800 +"1608000120","20150202T000000",255000,3,2.5,2555,5720,"2",0,0,3,8,2555,0,2006,0,"98031",47.386,-122.184,2844,5769 +"7853361120","20140729T000000",530000,3,2.5,1970,6295,"2",0,0,3,7,1970,0,2011,0,"98065",47.5158,-121.874,2710,6009 +"2461900448","20140616T000000",435000,3,2,1980,2674,"3",0,0,3,8,1980,0,2007,0,"98136",47.5524,-122.382,1440,2674 +"1703400910","20140811T000000",639000,3,2.5,2010,3300,"2",0,0,3,9,1610,400,2014,0,"98118",47.5573,-122.287,1660,4950 +"8024200683","20140709T000000",440000,3,1.5,1270,1413,"3",0,0,3,8,1270,0,2007,0,"98115",47.6989,-122.317,1270,1413 +"9544700730","20140515T000000",914500,4,2.5,3950,10856,"3",0,0,3,10,3950,0,2013,0,"98075",47.5818,-121.996,3200,10856 +"8682320900","20141105T000000",580000,3,2,1870,5300,"1",0,0,3,8,1870,0,2009,0,"98053",47.7106,-122.02,1870,5050 +"3278600750","20150407T000000",250000,1,1.5,1180,1688,"2",0,0,3,8,1070,110,2007,0,"98126",47.549,-122.372,1380,2059 +"5676000008","20150316T000000",410000,3,2.5,1420,1269,"3",0,0,3,7,1420,0,2007,0,"98103",47.6904,-122.342,1420,1300 +"3744000150","20140928T000000",531155,4,2.75,2810,5046,"2",0,0,3,9,2810,0,2014,0,"98038",47.3559,-122.022,3060,4934 +"3630080120","20140919T000000",358000,3,2.5,1400,1529,"2",0,0,3,7,1400,0,2005,0,"98029",47.5535,-121.997,1440,1536 +"7853360620","20140701T000000",425000,3,2.5,1950,5689,"2",0,0,3,7,1950,0,2009,0,"98065",47.5158,-121.873,2190,5653 +"0255550100","20140711T000000",326000,3,2.25,1930,3462,"2",0,0,3,7,1930,0,2004,0,"98019",47.7453,-121.985,1930,2952 +"9268200484","20140513T000000",650000,4,2.5,2210,4861,"2",0,0,3,9,2210,0,2013,0,"98117",47.6959,-122.364,1590,5080 +"8562790720","20150514T000000",749950,4,3.5,2630,3757,"2",0,0,3,10,2200,430,2008,0,"98027",47.5322,-122.075,2620,2699 +"7140700690","20150312T000000",239950,3,1.75,1600,4888,"1",0,0,3,6,1600,0,2014,0,"98042",47.383,-122.097,2520,5700 +"3624039183","20140609T000000",315000,3,2.5,1480,1590,"2",0,0,3,8,1150,330,2010,0,"98106",47.5302,-122.362,1480,5761 +"2254502071","20140523T000000",375000,2,2.5,750,1430,"2",0,0,3,8,750,0,2006,0,"98122",47.6093,-122.31,1320,2790 +"4310702838","20150427T000000",375000,3,1.5,1290,1213,"3",0,0,3,8,1290,0,2007,0,"98103",47.6965,-122.34,1360,1227 +"6431000749","20140922T000000",349000,3,3.25,1340,1151,"3",0,0,3,7,1340,0,2008,0,"98103",47.6904,-122.346,1290,1200 +"3362401761","20150225T000000",450000,2,1.5,1020,1049,"3",0,0,3,8,1020,0,2008,0,"98103",47.68,-122.348,1350,1395 +"3629700120","20141014T000000",669950,3,3,2330,1944,"2.5",0,0,3,8,1950,380,2014,0,"98027",47.5446,-122.016,2290,1407 +"3226049565","20140711T000000",504600,5,3,2360,5000,"1",0,0,3,7,1390,970,2008,0,"98103",47.6931,-122.33,2180,5009 +"0567000408","20140602T000000",400000,3,2.5,1495,936,"3",0,0,3,8,1405,90,2006,0,"98144",47.593,-122.295,1495,1186 +"0825059349","20140701T000000",1.02e+006,4,3.5,3770,8501,"2",0,0,3,10,3770,0,2008,0,"98033",47.6744,-122.196,1520,9660 +"7787920230","20150408T000000",518000,5,2.5,2890,13104,"2",0,0,3,8,2890,0,2006,0,"98019",47.7277,-121.958,3020,9300 +"5694000706","20140813T000000",535000,3,2.75,1320,1125,"3",0,0,3,8,1320,0,2008,0,"98103",47.6598,-122.348,1320,1266 +"1760650900","20140721T000000",337500,4,2.5,2330,4907,"2",0,0,3,7,2330,0,2013,0,"98042",47.359,-122.081,2300,3836 +"2021000180","20150310T000000",380000,4,2.5,3120,5001,"2",0,0,3,9,3120,0,2005,0,"98023",47.2779,-122.349,3120,5244 +"6400700389","20140710T000000",875000,5,3,2960,15152,"2",0,0,3,9,2960,0,2004,0,"98033",47.6689,-122.179,1850,9453 +"6431000987","20140902T000000",385000,3,2.25,1630,1598,"3",0,0,3,8,1630,0,2008,0,"98103",47.6904,-122.347,1320,1605 +"2311400056","20141201T000000",1.9875e+006,5,3.5,5230,8960,"2",0,0,3,11,4450,780,2014,0,"98004",47.5964,-122.201,2310,9603 +"3224059107","20150508T000000",649500,4,3,3150,6599,"2",0,0,3,9,3150,0,2008,0,"98056",47.5279,-122.199,2680,9430 +"1245002281","20140512T000000",1.05e+006,4,3.75,3280,11000,"2",0,0,3,10,2320,960,2008,0,"98033",47.6855,-122.201,2400,8351 +"0121039156","20150109T000000",249000,3,1,1030,24750,"1",0,2,3,5,1030,0,1943,0,"98023",47.3343,-122.362,2810,28800 +"9211000110","20141003T000000",525000,4,2.5,3130,5795,"2",0,0,3,9,3130,0,2008,0,"98059",47.4997,-122.151,2950,5259 +"7625702263","20140612T000000",402000,3,3.5,1240,1666,"2",0,0,3,7,1000,240,2008,0,"98136",47.5496,-122.388,1110,1027 +"8085400586","20141101T000000",1.75e+006,4,2.75,3560,8975,"2",0,0,3,10,3560,0,2014,0,"98004",47.6322,-122.209,3440,12825 +"2895800590","20141020T000000",359800,5,2.5,2170,2752,"2",0,0,3,8,2170,0,2014,0,"98106",47.5167,-122.347,1800,2752 +"0100300530","20140925T000000",330000,3,2.5,1520,3003,"2",0,0,3,7,1520,0,2009,0,"98059",47.4876,-122.153,1820,3030 +"4092302096","20150325T000000",433000,3,2.5,1270,1062,"2",0,0,3,8,1060,210,2008,0,"98105",47.6568,-122.321,1260,1112 +"7010700308","20141112T000000",1.0108e+006,4,3.25,3610,4000,"2",0,0,3,9,2640,970,2007,0,"98199",47.658,-122.396,1980,4000 +"7853370100","20150406T000000",599832,3,2.75,3230,5200,"2",0,0,3,9,2680,550,2014,0,"98065",47.519,-121.878,3100,4900 +"6181500120","20140623T000000",312891,5,3,2300,8214,"2",0,0,3,8,2300,0,2013,0,"98001",47.3052,-122.276,2594,4950 +"0567000775","20140912T000000",449000,2,2.5,1460,1296,"2",0,0,3,8,1160,300,2008,0,"98144",47.5923,-122.296,1460,1296 +"3331000035","20140527T000000",495000,3,2.5,1750,1548,"3",0,0,3,9,1750,0,2013,0,"98118",47.5532,-122.282,1750,3960 +"4216500110","20140515T000000",819995,5,2.75,3030,10335,"2",0,0,3,9,3030,0,2013,0,"98056",47.5305,-122.184,2720,11213 +"2776600082","20141113T000000",407500,3,3.5,1522,1465,"2",0,0,3,8,1248,274,2006,0,"98117",47.6922,-122.375,1522,1341 +"0323079058","20150105T000000",850000,4,3.75,3890,22000,"2",0,0,3,10,3890,0,2007,0,"98027",47.5052,-121.906,1610,23142 +"1088100450","20140725T000000",1.72e+006,5,4,4590,35046,"2",0,0,3,10,4590,0,2008,0,"98033",47.6647,-122.16,3350,35857 +"0098300230","20150428T000000",1.459e+006,4,4,4620,130208,"2",0,0,3,10,4620,0,2014,0,"98024",47.5885,-121.939,4620,131007 +"0847100047","20140917T000000",579000,4,2.75,3220,9825,"2",0,0,3,8,3220,0,2012,0,"98059",47.4863,-122.143,2820,8566 +"1853080150","20140811T000000",890776,5,2.75,3170,8093,"2",0,0,3,9,3170,0,2014,0,"98075",47.5933,-122.06,3210,7062 +"6021503707","20150120T000000",352500,2,2.5,980,1010,"3",0,0,3,8,980,0,2008,0,"98117",47.6844,-122.387,980,1023 +"9512200090","20150501T000000",529000,3,1.75,2340,7724,"1",0,0,3,10,2340,0,2010,0,"98058",47.4593,-122.134,3040,5787 +"9268850040","20150327T000000",484000,3,2.25,1620,1425,"3",0,0,3,8,1540,80,2009,0,"98027",47.5405,-122.026,1620,1237 +"7283900306","20150417T000000",400000,3,2.5,1910,4408,"3",0,0,3,8,1910,0,2007,0,"98133",47.7634,-122.35,1910,8154 +"1980200236","20150417T000000",649950,3,2.5,2420,6847,"2",0,0,3,9,2420,0,2009,0,"98133",47.7329,-122.356,1180,8100 +"2413910120","20140702T000000",915000,3,4.5,3850,62726,"2",0,0,3,10,3120,730,2013,0,"98053",47.6735,-122.058,2630,46609 +"7787920180","20150504T000000",534950,5,2.5,3220,10572,"2",0,0,3,8,3220,0,2006,0,"98019",47.7268,-121.957,2890,9090 +"1283800110","20140506T000000",776000,4,2.5,3040,6425,"2",0,0,3,8,3040,0,2008,0,"98052",47.6788,-122.117,3040,7800 +"6140100028","20150501T000000",370000,3,1.75,1496,1423,"2",0,0,3,8,1248,248,2006,0,"98133",47.715,-122.355,1460,1423 +"1972200555","20140714T000000",610000,3,1.75,1630,1500,"3",0,0,3,8,1630,0,2014,0,"98103",47.6536,-122.354,1570,1335 +"6891100090","20141014T000000",850000,5,3.5,4200,5400,"2",0,0,3,9,3140,1060,2012,0,"98052",47.7077,-122.12,3300,5564 +"3438503021","20141105T000000",443000,3,2.5,2430,7049,"2",0,0,3,8,2430,0,2007,0,"98106",47.5399,-122.352,1770,7049 +"4233600150","20150203T000000",1.15e+006,5,4.25,4010,8252,"2",0,0,3,10,4010,0,2015,0,"98075",47.5974,-122.013,3370,8252 +"2770601782","20140801T000000",453000,3,2.5,1510,1618,"2.5",0,0,3,8,1330,180,2011,0,"98199",47.6515,-122.384,1350,1397 +"9268851020","20150410T000000",735000,4,3.5,2340,2810,"2",0,2,3,8,1730,610,2011,0,"98027",47.5403,-122.028,2600,2843 +"8682291050","20140708T000000",810000,2,2.75,2700,8572,"1",0,0,3,9,2700,0,2007,0,"98053",47.7236,-122.033,2680,8569 +"9468200109","20140617T000000",1.555e+006,3,3.5,4360,6240,"2",0,3,3,10,2960,1400,2008,0,"98103",47.6791,-122.354,1920,3910 +"2524069097","20140509T000000",2.23889e+006,5,6.5,7270,130017,"2",0,0,3,12,6420,850,2010,0,"98027",47.5371,-121.982,1800,44890 +"7625702441","20140808T000000",377500,3,2.5,1350,886,"3",0,0,3,8,1270,80,2006,0,"98136",47.5491,-122.387,1350,886 +"9521100866","20140618T000000",482000,3,3.25,1380,1120,"3",0,0,3,8,1380,0,2008,0,"98103",47.6617,-122.349,1310,1405 +"0148000072","20140818T000000",600000,2,2.5,1830,1988,"2",0,0,3,9,1530,300,2011,0,"98116",47.5779,-122.409,1800,2467 +"1493300057","20140807T000000",420000,3,2.5,1470,1571,"2",0,0,3,8,1180,290,2007,0,"98116",47.5722,-122.387,1580,4329 +"3304030220","20150421T000000",480000,4,2.5,2940,9172,"2",0,0,3,9,2940,0,2006,0,"98001",47.3444,-122.269,2660,7955 +"7625702277","20150331T000000",406000,2,2,1110,1095,"3",0,0,3,7,980,130,2008,0,"98136",47.5494,-122.388,1110,1083 +"1023059465","20140513T000000",505000,4,2.5,2790,5602,"2",0,0,3,8,2790,0,2009,0,"98059",47.4959,-122.15,2790,5309 +"3262300818","20150227T000000",1.865e+006,4,3.75,3790,8797,"2",0,0,3,11,3290,500,2006,0,"98039",47.6351,-122.236,2660,12150 +"2937300040","20141215T000000",942990,4,2.5,3570,6218,"2",0,0,3,9,3570,0,2014,0,"98052",47.7046,-122.123,3230,5972 +"2768100206","20141001T000000",440000,3,2.25,1230,1097,"3",0,0,3,8,1230,0,2009,0,"98107",47.6697,-122.372,1420,1437 +"7904700134","20140626T000000",390000,3,3.25,1370,913,"2",0,0,3,8,1100,270,2006,0,"98116",47.5636,-122.388,1370,915 +"9521100867","20140711T000000",475000,3,3.25,1380,1121,"3",0,0,3,8,1380,0,2008,0,"98103",47.6617,-122.349,1310,1405 +"1702901618","20150407T000000",420000,1,2,1070,675,"2",0,0,3,8,880,190,2007,0,"98118",47.5574,-122.284,1220,788 +"7237550100","20140825T000000",1.40876e+006,4,4,4920,50621,"2",0,0,3,10,4280,640,2012,0,"98053",47.6575,-122.006,4920,74052 +"7430500110","20141209T000000",1.378e+006,5,3.5,5150,12230,"2",0,2,3,10,3700,1450,2007,0,"98008",47.6249,-122.09,2940,13462 +"0603000555","20150302T000000",462500,6,3,2390,4000,"2",0,0,3,7,2390,0,2014,0,"98118",47.5173,-122.286,1680,5000 +"3304300300","20150507T000000",579950,4,2.75,2460,8643,"2",0,0,3,9,2460,0,2011,0,"98059",47.4828,-122.133,3110,8626 +"6453550090","20150505T000000",861111,4,2.5,3650,7090,"2",0,0,3,10,3650,0,2008,0,"98074",47.606,-122.052,3860,7272 +"2625069038","20141124T000000",1.45e+006,4,3.5,4300,108865,"2",0,0,3,11,4300,0,2014,0,"98074",47.6258,-122.005,4650,107498 +"1760650820","20150428T000000",290000,3,2.25,1610,3764,"2",0,0,3,7,1610,0,2012,0,"98042",47.3589,-122.083,1610,3825 +"9578060230","20140618T000000",535000,4,2.5,2610,4595,"2",0,0,3,8,2610,0,2008,0,"98028",47.7728,-122.235,2440,4588 +"3416600750","20150217T000000",585000,3,2.5,1750,1381,"3",0,0,3,8,1750,0,2008,0,"98122",47.6021,-122.294,1940,4800 +"2487200490","20140623T000000",670000,3,2.5,3310,5300,"2",0,2,3,8,2440,870,2008,0,"98136",47.5178,-122.389,2140,7500 +"8964800330","20150407T000000",3e+006,4,3.75,5090,14823,"1",0,0,3,11,4180,910,2013,0,"98004",47.62,-122.207,3030,12752 +"5637500082","20141203T000000",346000,3,2,1060,1184,"2",0,0,3,7,730,330,2006,0,"98136",47.5443,-122.385,1270,1601 +"0324069112","20140617T000000",1.325e+006,4,4,4420,16526,"2",0,0,3,11,4420,0,2013,0,"98075",47.5914,-122.027,3510,50447 +"0524059322","20150226T000000",999999,3,2.5,2100,4097,"2",0,0,3,9,2100,0,2008,0,"98004",47.5983,-122.2,1780,4764 +"0889000025","20140811T000000",599000,3,1.75,1650,1180,"3",0,0,3,8,1650,0,2014,0,"98105",47.6636,-122.319,1720,1960 +"2909310100","20141015T000000",332000,4,2.5,2380,5737,"2",0,0,3,7,2380,0,2010,0,"98023",47.2815,-122.356,2380,5396 +"8562780180","20140612T000000",336750,2,2.25,1170,1011,"2",0,0,3,7,1170,0,2009,0,"98027",47.5321,-122.073,1240,750 +"1043000100","20141211T000000",370000,4,2.5,2531,6843,"2",0,0,3,8,2531,0,2013,0,"98030",47.385,-122.189,2604,6238 +"1865400076","20140509T000000",324000,3,2.25,998,904,"2",0,0,3,7,798,200,2007,0,"98117",47.6983,-122.367,998,1110 +"8902000201","20150219T000000",338500,3,2.25,1333,1470,"3",0,3,3,7,1333,0,2009,0,"98125",47.7058,-122.302,1360,1680 +"0715010530","20150113T000000",1.88158e+006,5,3.5,4410,13000,"2",0,3,3,10,2920,1490,2014,0,"98006",47.5382,-122.111,5790,12969 +"4253400100","20150410T000000",402723,3,2.75,1160,1073,"2",0,0,3,7,880,280,2007,0,"98144",47.5788,-122.315,1250,5400 +"3874900085","20150227T000000",715000,4,3.25,2630,7770,"2",0,0,3,9,2630,0,2014,0,"98126",47.5459,-122.377,1370,7770 +"1972200227","20141007T000000",459000,3,1.5,1160,1031,"3",0,0,3,8,1160,0,2008,0,"98103",47.6538,-122.357,1268,1688 +"8562770720","20150423T000000",589999,3,2.5,2140,3628,"2",0,0,3,8,1960,180,2006,0,"98027",47.537,-122.074,2280,2812 +"6669080120","20141215T000000",405000,4,2.5,1980,5020,"2",0,0,3,7,1980,0,2007,0,"98056",47.5147,-122.19,1980,5064 +"9211010300","20140707T000000",509900,3,2.5,3030,9053,"2",0,0,3,8,3030,0,2009,0,"98059",47.4945,-122.149,3010,6026 +"3277800823","20140820T000000",327000,2,2,1490,1627,"2",0,0,3,8,1190,300,2009,0,"98126",47.5455,-122.375,1400,1498 +"8835770330","20140819T000000",1.057e+006,2,1.5,2370,184231,"2",0,0,3,11,2370,0,2005,0,"98045",47.4543,-121.778,3860,151081 +"1220000371","20141231T000000",327500,3,2.5,1820,1866,"2",0,0,3,8,1570,250,2008,0,"98166",47.4643,-122.346,1660,6900 +"0880000205","20140729T000000",249000,3,2,1260,1125,"2",0,0,3,7,810,450,2011,0,"98106",47.5262,-122.361,1260,1172 +"1561750040","20141224T000000",1.375e+006,5,4.5,4350,13405,"2",0,0,3,11,4350,0,2014,0,"98074",47.6018,-122.06,3990,7208 +"0688000017","20140627T000000",516500,1,1.25,1100,638,"3",0,0,3,9,1100,0,2014,0,"98112",47.6228,-122.307,1110,1933 +"2522059251","20150409T000000",465000,3,2.5,2050,15035,"2",0,0,3,9,2050,0,2006,0,"98042",47.3619,-122.122,1300,15836 +"2855000110","20140808T000000",388000,3,2.5,2198,6222,"2",0,2,3,8,2198,0,2010,0,"98198",47.3906,-122.304,2198,7621 +"6821101731","20140930T000000",549000,3,2.25,1230,1380,"3",0,0,3,8,1230,0,2013,0,"98199",47.6521,-122.4,1760,5664 +"0476000017","20141003T000000",553000,2,2,1400,1512,"2",0,0,3,8,940,460,2006,0,"98107",47.6719,-122.392,1400,3500 +"2770603523","20150422T000000",530000,3,2.5,1410,1250,"2",0,0,3,8,1140,270,2010,0,"98119",47.6515,-122.375,1720,2825 +"2255500123","20140820T000000",747450,3,2.5,2110,1339,"2",0,0,3,8,1410,700,2014,0,"98122",47.6088,-122.311,1630,2670 +"3438501329","20140520T000000",305000,2,2.5,1590,2656,"2",0,0,3,7,1220,370,2009,0,"98106",47.5489,-122.364,1590,2306 +"0423059387","20141118T000000",540000,5,2.5,3370,4850,"2",0,0,3,9,3370,0,2007,0,"98056",47.5078,-122.169,2900,5570 +"6664500090","20150115T000000",750000,5,4,4500,8130,"2",0,0,3,10,4500,0,2007,0,"98059",47.4832,-122.145,2840,8402 +"2122059216","20150414T000000",422000,4,2.5,2930,5973,"2",0,0,3,10,2930,0,2008,0,"98030",47.3846,-122.186,3038,7095 +"9406530090","20141020T000000",337000,4,2.5,2470,5100,"2",0,0,3,8,2470,0,2005,0,"98038",47.3622,-122.041,2240,5123 +"7168100015","20141009T000000",579950,5,2.75,3080,5752,"2",0,0,3,9,3080,0,2014,0,"98059",47.4922,-122.153,3000,4650 +"5007500120","20150226T000000",341780,4,2.75,2260,4440,"2",0,0,3,7,2260,0,2014,0,"98001",47.3507,-122.291,2260,4563 +"3528900770","20150423T000000",710200,4,3,1670,2642,"2",0,0,3,8,1350,320,2008,0,"98109",47.6397,-122.345,1670,2594 +"9521100031","20140618T000000",690000,3,3.25,1540,1428,"3",0,0,3,9,1540,0,2013,0,"98103",47.6648,-122.353,1660,3300 +"0524059330","20150130T000000",1.7e+006,4,3.5,3830,8963,"2",0,0,3,10,3120,710,2014,0,"98004",47.599,-122.197,2190,10777 +"6021503705","20141015T000000",329000,2,2.5,980,1020,"3",0,0,3,8,980,0,2008,0,"98117",47.6844,-122.387,980,1023 +"3438501862","20140513T000000",330000,3,2.5,1450,5008,"1",0,0,3,7,840,610,2007,0,"98106",47.5435,-122.357,2120,5019 +"3345700207","20150502T000000",608500,4,3.5,2850,5577,"2",0,0,3,8,1950,900,2014,0,"98056",47.5252,-122.192,2850,5708 +"6056111067","20140707T000000",230000,3,1.75,1140,1201,"2",0,0,3,8,1140,0,2014,0,"98108",47.5637,-122.295,1210,1552 +"8562790760","20140520T000000",785000,4,3.5,3070,4684,"2",0,0,3,10,2190,880,2009,0,"98027",47.5316,-122.076,2290,2664 +"1931300090","20140507T000000",610950,3,3,1680,1570,"3",0,0,3,8,1680,0,2014,0,"98103",47.6572,-122.346,1640,4800 +"9578500790","20141111T000000",399950,3,2.5,3087,5002,"2",0,0,3,8,3087,0,2014,0,"98023",47.2974,-122.349,2927,5183 +"9253900271","20150107T000000",3.567e+006,5,4.5,4850,10584,"2",1,4,3,10,3540,1310,2007,0,"98008",47.5943,-122.11,3470,18270 +"3881900317","20150123T000000",579000,4,3.25,1900,2631,"2",0,0,3,9,1250,650,2014,0,"98144",47.5869,-122.311,1710,4502 +"0567000385","20140623T000000",362500,2,1.5,940,1768,"2",0,0,3,7,940,0,2009,0,"98144",47.5925,-122.295,1130,1159 +"7011201004","20140529T000000",645000,3,3.25,1730,1229,"2",0,2,3,9,1320,410,2008,0,"98119",47.6374,-122.369,1710,1686 +"7853420110","20141003T000000",594866,3,3,2780,6000,"2",0,0,3,9,2780,0,2013,0,"98065",47.5184,-121.886,2850,6000 +"7853420110","20150504T000000",625000,3,3,2780,6000,"2",0,0,3,9,2780,0,2013,0,"98065",47.5184,-121.886,2850,6000 +"3052700432","20141112T000000",490000,3,2.25,1500,1290,"2",0,0,3,8,1220,280,2006,0,"98117",47.6785,-122.375,1460,1375 +"2025049203","20140610T000000",399950,2,1,710,1157,"2",0,0,4,7,710,0,1943,0,"98102",47.6413,-122.329,1370,1173 +"0952006823","20141202T000000",380000,3,2.5,1260,900,"2",0,0,3,7,940,320,2007,0,"98116",47.5621,-122.384,1310,1415 +"3832050760","20140828T000000",270000,3,2.5,1870,5000,"2",0,0,3,7,1870,0,2009,0,"98042",47.3339,-122.055,2170,5399 +"2767604724","20141015T000000",505000,2,2.5,1430,1201,"3",0,0,3,8,1430,0,2009,0,"98107",47.6707,-122.381,1430,1249 +"6632300207","20150305T000000",385000,3,2.5,1520,1488,"3",0,0,3,8,1520,0,2006,0,"98125",47.7337,-122.309,1520,1497 +"2767600688","20141113T000000",414500,2,1.5,1210,1278,"2",0,0,3,8,1020,190,2007,0,"98117",47.6756,-122.375,1210,1118 +"7570050450","20140910T000000",347500,3,2.5,2540,4760,"2",0,0,3,8,2540,0,2010,0,"98038",47.3452,-122.022,2540,4571 +"7430200100","20140514T000000",1.2225e+006,4,3.5,4910,9444,"1.5",0,0,3,11,3110,1800,2007,0,"98074",47.6502,-122.066,4560,11063 +"4140940150","20141002T000000",572000,4,2.75,2770,3852,"2",0,0,3,8,2770,0,2014,0,"98178",47.5001,-122.232,1810,5641 +"1931300412","20150416T000000",475000,3,2.25,1190,1200,"3",0,0,3,8,1190,0,2008,0,"98103",47.6542,-122.346,1180,1224 +"8672200110","20150317T000000",1.088e+006,5,3.75,4170,8142,"2",0,2,3,10,4170,0,2006,0,"98056",47.5354,-122.181,3030,7980 +"5087900040","20141017T000000",350000,4,2.75,2500,5995,"2",0,0,3,8,2500,0,2008,0,"98042",47.3749,-122.107,2530,5988 +"1972201967","20141031T000000",520000,2,2.25,1530,981,"3",0,0,3,8,1480,50,2006,0,"98103",47.6533,-122.346,1530,1282 +"7502800100","20140813T000000",679950,5,2.75,3600,9437,"2",0,0,3,9,3600,0,2014,0,"98059",47.4822,-122.131,3550,9421 +"0191100405","20150421T000000",1.575e+006,4,3.25,3410,10125,"2",0,0,3,10,3410,0,2007,0,"98040",47.5653,-122.223,2290,10125 +"8956200760","20141013T000000",541800,4,2.5,3118,7866,"2",0,2,3,9,3118,0,2014,0,"98001",47.2931,-122.264,2673,6500 +"7202300110","20140915T000000",810000,4,3,3990,7838,"2",0,0,3,9,3990,0,2003,0,"98053",47.6857,-122.046,3370,6814 +"0249000205","20141015T000000",1.537e+006,5,3.75,4470,8088,"2",0,0,3,11,4470,0,2008,0,"98004",47.6321,-122.2,2780,8964 +"5100403806","20150407T000000",467000,3,2.5,1425,1179,"3",0,0,3,8,1425,0,2008,0,"98125",47.6963,-122.318,1285,1253 +"0844000965","20140626T000000",224000,3,1.75,1500,11968,"1",0,0,3,6,1500,0,2014,0,"98010",47.3095,-122.002,1320,11303 +"7852140040","20140825T000000",507250,3,2.5,2270,5536,"2",0,0,3,8,2270,0,2003,0,"98065",47.5389,-121.881,2270,5731 +"9834201367","20150126T000000",429000,3,2,1490,1126,"3",0,0,3,8,1490,0,2014,0,"98144",47.5699,-122.288,1400,1230 +"3448900210","20141014T000000",610685,4,2.5,2520,6023,"2",0,0,3,9,2520,0,2014,0,"98056",47.5137,-122.167,2520,6023 +"7936000429","20150326T000000",1.0075e+006,4,3.5,3510,7200,"2",0,0,3,9,2600,910,2009,0,"98136",47.5537,-122.398,2050,6200 +"2997800021","20150219T000000",475000,3,2.5,1310,1294,"2",0,0,3,8,1180,130,2008,0,"98116",47.5773,-122.409,1330,1265 +"0263000018","20140521T000000",360000,3,2.5,1530,1131,"3",0,0,3,8,1530,0,2009,0,"98103",47.6993,-122.346,1530,1509 +"6600060120","20150223T000000",400000,4,2.5,2310,5813,"2",0,0,3,8,2310,0,2014,0,"98146",47.5107,-122.362,1830,7200 +"1523300141","20140623T000000",402101,2,0.75,1020,1350,"2",0,0,3,7,1020,0,2009,0,"98144",47.5944,-122.299,1020,2007 +"0291310100","20150116T000000",400000,3,2.5,1600,2388,"2",0,0,3,8,1600,0,2004,0,"98027",47.5345,-122.069,1410,1287 +"1523300157","20141015T000000",325000,2,0.75,1020,1076,"2",0,0,3,7,1020,0,2008,0,"98144",47.5941,-122.299,1020,1357 + +"7203220300","20140724T000000",895990,4,2.75,3555,6565,"2",0,0,3,9,3555,0,2014,0,"98053",47.6847,-122.017,3625,5637 +"4027701220","20140828T000000",259000,3,2,1610,14046,"2",0,0,3,7,1610,0,1933,1988,"98028",47.7704,-122.264,2410,9000 +"0114100758","20141022T000000",420000,2,1,960,112384,"1",0,0,3,7,960,0,1955,0,"98028",47.7642,-122.234,1210,24875 +"9376301110","20140519T000000",518000,3,2.5,1680,2096,"2",0,0,3,8,1380,300,2008,0,"98117",47.6904,-122.37,1360,2096 +"9371700085","20140722T000000",425000,3,1.75,1380,8182,"1",0,0,5,7,1380,0,1942,0,"98133",47.7513,-122.349,1300,8188 +"2122049096","20140808T000000",182500,2,1,1040,13920,"1",0,0,3,6,1040,0,1973,0,"98198",47.3756,-122.306,1100,7575 +"0546000245","20140716T000000",549900,3,1.5,1380,3031,"1.5",0,0,4,7,1380,0,1929,0,"98117",47.6889,-122.38,1440,4005 +"2783600210","20140916T000000",445000,3,1.75,1850,16863,"1",0,0,4,7,1280,570,1980,0,"98034",47.7166,-122.225,1790,9000 +"5210200184","20140606T000000",452000,2,1.75,1740,5400,"1",0,0,4,7,990,750,1946,0,"98115",47.6971,-122.282,1980,5400 +"2125049133","20141104T000000",715000,5,1.75,1920,6500,"1",0,0,3,7,1260,660,1951,0,"98112",47.6394,-122.308,1970,5500 +"7940710100","20140911T000000",559000,3,2.5,2010,5200,"2",0,0,3,8,2010,0,1989,0,"98034",47.7142,-122.203,1860,4400 +"6072800246","20140702T000000",3.3e+006,5,6.25,8020,21738,"2",0,0,3,11,8020,0,2001,0,"98006",47.5675,-122.189,4160,18969 +"5466700450","20141015T000000",250000,4,1.75,1860,7350,"1",0,0,4,7,1090,770,1977,0,"98031",47.3979,-122.174,1710,7350 +"1425039029","20140923T000000",1.23e+006,5,4,4390,6656,"2",0,0,3,9,2930,1460,2008,0,"98199",47.648,-122.397,1560,6656 +"0422069067","20150512T000000",276500,4,2.25,2380,128937,"1",0,0,4,7,2380,0,1960,0,"98038",47.4253,-122.043,1030,114998 +"2472920740","20141114T000000",440000,4,2.5,2880,7386,"2",0,0,4,9,2880,0,1987,0,"98058",47.4397,-122.15,2420,7663 +"2338800100","20140508T000000",543200,6,2.25,2820,15600,"1.5",0,2,5,7,1970,850,1940,0,"98166",47.4635,-122.362,2520,7797 +"3524039060","20140601T000000",250000,1,1,750,4000,"1",0,0,3,6,750,0,1918,0,"98136",47.5243,-122.39,1770,4850 +"7539900040","20140728T000000",625000,4,2.5,1750,9000,"1",0,0,3,8,1410,340,1977,2003,"98052",47.6403,-122.105,2120,9600 +"1646502055","20140613T000000",530100,3,1,1540,3399,"1.5",0,0,3,7,1200,340,1926,0,"98117",47.6853,-122.359,1500,3914 +"1025049268","20140721T000000",549900,2,1.75,1140,936,"2",0,0,3,8,940,200,2014,0,"98105",47.6647,-122.284,1160,1327 +"0324059076","20150311T000000",430000,4,1.5,1560,6534,"1",0,0,4,7,1560,0,1962,0,"98007",47.6012,-122.152,1560,6969 +"1853080730","20141210T000000",835000,3,2.5,2960,6856,"2",0,0,3,10,2960,0,2009,0,"98074",47.5906,-122.057,3320,6856 +"6708200040","20140507T000000",409500,4,2.75,2140,13000,"1",0,0,3,7,1320,820,1968,0,"98028",47.7683,-122.252,2360,11000 +"3438501452","20140520T000000",329000,4,2.5,1600,6765,"1",0,0,3,7,830,770,1947,2011,"98106",47.5469,-122.365,1600,8942 +"9287802380","20140522T000000",940000,4,2.75,2080,4000,"1.5",0,0,3,8,2080,0,1912,2000,"98107",47.6737,-122.358,1730,5000 +"2652501513","20140813T000000",539950,3,2,1560,3200,"1.5",0,0,3,7,1560,0,1910,2007,"98109",47.6398,-122.356,1240,3600 +"2421059125","20150414T000000",579950,4,2.5,2880,213444,"1",0,0,5,8,2140,740,1984,0,"98092",47.2887,-122.109,2810,213444 +"1250202990","20140611T000000",881000,5,3,2510,4125,"1.5",0,3,5,8,1590,920,1925,0,"98144",47.5968,-122.29,2190,5415 +"6914700165","20140804T000000",362500,3,1,960,5424,"1.5",0,0,3,6,960,0,1916,0,"98115",47.6997,-122.32,1550,5687 +"0920069052","20150421T000000",243950,2,1,1120,35500,"1",0,0,5,6,1120,0,1961,0,"98022",47.2411,-122.043,1680,66022 +"7853310590","20140529T000000",658000,4,2.75,3310,6166,"2",0,0,3,9,3310,0,2008,0,"98065",47.521,-121.877,3200,7027 +"1898600100","20141124T000000",218250,3,1.5,1080,9774,"1",0,0,3,7,1080,0,1968,0,"98023",47.3155,-122.401,1190,9611 +"5611500100","20140522T000000",655000,4,2.5,2860,12394,"2",0,0,3,10,2860,0,1999,0,"98075",47.5832,-122.026,3070,8515 +"1796370590","20150305T000000",255000,3,2,1490,7599,"1",0,0,3,7,1490,0,1990,0,"98042",47.3687,-122.088,1560,7710 +"7831800110","20150115T000000",215000,3,1,1210,7175,"1",0,0,3,7,1210,0,1918,0,"98106",47.5339,-122.356,1640,5850 +"4218400175","20150223T000000",1.265e+006,3,1.75,2240,5657,"1.5",0,2,4,8,1910,330,1941,0,"98105",47.6621,-122.27,2970,5657 +"5317100750","20140711T000000",2.92e+006,4,4.75,4575,24085,"2.5",0,2,5,10,3905,670,1926,0,"98112",47.6263,-122.284,3900,9687 +"3365900175","20150402T000000",424305,3,2.5,1600,5960,"2",0,2,5,8,1600,0,1910,0,"98168",47.4758,-122.265,1410,13056 +"7649900175","20140520T000000",494000,4,1.75,2090,4300,"1.5",0,0,4,7,1250,840,1925,0,"98136",47.5555,-122.397,1670,5000 +"8159600360","20140605T000000",560000,4,2.5,2260,3713,"2",0,0,3,9,2260,0,2003,0,"98034",47.7247,-122.165,2260,3713 +"9272202260","20140924T000000",130000,3,1,1200,7000,"2",0,0,1,7,1200,0,1908,0,"98116",47.5883,-122.384,3290,6000 +"2820069048","20150504T000000",468000,4,2.5,2480,176418,"1.5",0,3,5,8,2480,0,1927,0,"98022",47.1941,-122.038,1640,112384 +"6744700343","20141209T000000",480000,5,3,2240,15435,"1",0,1,5,7,1390,850,1952,0,"98155",47.7426,-122.288,2240,10750 +"0925049318","20140811T000000",475000,3,1.75,1550,4054,"1.5",0,0,4,7,1550,0,1926,0,"98115",47.6743,-122.301,1510,3889 +"6648700150","20150225T000000",285000,4,1.75,2130,8151,"1",0,0,4,7,1330,800,1967,0,"98031",47.3932,-122.201,1600,8587 +"0510001400","20140630T000000",765000,5,3,2870,5700,"1",0,0,3,7,1950,920,1964,0,"98103",47.6621,-122.33,1730,5529 +"7606200090","20150327T000000",208000,2,1,1160,5750,"1",0,0,4,6,1160,0,1924,0,"98065",47.5322,-121.829,1160,8250 +"8562890590","20141003T000000",372000,3,2.5,2430,5000,"2",0,0,3,8,2430,0,2001,0,"98042",47.3786,-122.127,2910,5620 +"0441000115","20141209T000000",470000,2,1,900,5512,"1",0,0,3,7,900,0,1947,0,"98115",47.6877,-122.289,1270,5512 +"3876200330","20140626T000000",451000,5,2.75,2830,8925,"1.5",0,0,3,7,2830,0,1967,0,"98034",47.731,-122.179,1700,8539 +"1508210100","20140827T000000",442200,4,1.75,1620,8132,"1",0,0,3,8,1620,0,1974,0,"98052",47.6788,-122.11,1920,8400 +"2944500330","20140825T000000",330000,4,2.5,2510,8580,"2",0,0,4,8,2510,0,1991,2012,"98023",47.295,-122.37,2290,7809 +"4302200625","20140924T000000",335000,3,1.75,1790,5120,"1",0,0,4,6,940,850,1949,0,"98106",47.5277,-122.355,1160,5120 +"2722049246","20141114T000000",280000,3,2,1640,13249,"1",0,0,3,7,1640,0,1995,0,"98032",47.3589,-122.281,1640,9240 +"0142000175","20140822T000000",625000,3,1.75,2240,6050,"1",0,0,4,8,1250,990,1950,0,"98116",47.5658,-122.4,1720,6050 +"9558041130","20140903T000000",345000,3,2.5,1870,3584,"2",0,0,3,8,1870,0,2003,0,"98058",47.4521,-122.121,1900,3920 +"5112800210","20141024T000000",255950,4,1,1500,11050,"1",0,0,5,7,1500,0,1964,0,"98058",47.4509,-122.088,1970,20800 +"2461900850","20150105T000000",570000,4,1,1490,6000,"1.5",0,0,3,7,1490,0,1918,0,"98136",47.5518,-122.385,1700,6000 +"0647100096","20150331T000000",685000,3,1.5,2230,8558,"2",0,0,3,8,2230,0,1960,0,"98040",47.5833,-122.219,2200,8558 +"2787311110","20140902T000000",273148,3,1.75,1710,7210,"1",0,0,4,7,1240,470,1974,0,"98031",47.4094,-122.175,1840,7245 +"1545801500","20140625T000000",246500,3,2.5,1620,7686,"2",0,0,3,7,1620,0,1989,0,"98038",47.3613,-122.053,1370,7686 +"3811300110","20150406T000000",349950,5,2.5,2250,7176,"1",0,0,3,7,1310,940,1983,0,"98055",47.4486,-122.194,1550,9081 +"7519001321","20150210T000000",545000,4,2,1700,2350,"1",0,0,3,6,850,850,1926,2014,"98117",47.6865,-122.366,1600,4160 +"8641500252","20150227T000000",403000,3,2.5,1502,1400,"3",0,0,3,7,1502,0,2005,0,"98115",47.6951,-122.305,1377,1466 +"8562891240","20150211T000000",299950,4,2.5,1900,4054,"2",0,0,3,7,1900,0,2003,0,"98042",47.3767,-122.124,2520,4085 +"8644210110","20150501T000000",792000,3,2.5,3320,12840,"1",0,0,3,10,2600,720,1990,0,"98075",47.5783,-121.994,3230,14933 +"8024202380","20141002T000000",418000,5,2.5,1980,10205,"1",0,0,4,7,1080,900,1929,0,"98115",47.699,-122.307,1310,5413 +"5006000035","20150427T000000",332500,4,1,1670,8102,"1.5",0,0,3,6,1670,0,1944,0,"98166",47.4692,-122.355,1310,7906 +"0421069081","20150127T000000",337000,3,2.5,2235,43560,"1",0,0,5,7,990,1245,1975,0,"98010",47.3326,-122.046,1460,29621 +"5053300015","20150121T000000",212000,2,1,1070,7386,"1",0,0,3,6,1070,0,1949,0,"98108",47.5434,-122.298,1330,6351 +"8857320120","20150310T000000",542000,2,2.25,1800,2819,"2",0,2,4,9,1800,0,1979,0,"98008",47.6104,-122.113,1800,2755 +"7852110690","20140522T000000",622500,4,2.5,2980,8107,"2",0,0,3,9,2980,0,2000,0,"98065",47.5389,-121.876,2750,7760 +"6084600330","20140829T000000",260000,3,1.75,1670,8511,"1",0,0,3,7,1340,330,1985,0,"98001",47.3257,-122.276,1580,7218 +"5561000330","20150505T000000",525000,3,1.75,2620,38350,"1",0,0,4,8,1320,1300,1977,0,"98027",47.4619,-121.991,2170,36962 +"2225059273","20141114T000000",975000,5,3.5,5470,35071,"2",0,0,3,11,4590,880,1976,0,"98005",47.6368,-122.159,3600,35074 +"1370803445","20140909T000000",1.14e+006,4,1.75,3080,6500,"1",0,0,4,9,1700,1380,1941,0,"98199",47.6353,-122.402,2960,5711 +"1236300268","20150303T000000",500000,3,1,940,10360,"1",0,0,4,7,940,0,1964,0,"98033",47.688,-122.19,2019,10360 +"7752700110","20140618T000000",554000,5,2.25,1870,11411,"1",0,0,4,8,1170,700,1961,0,"98155",47.7445,-122.289,2420,10793 +"2781250230","20140605T000000",343000,4,2.5,2070,4500,"2",0,0,3,7,2070,0,2004,0,"98038",47.3497,-122.026,2760,5173 +"4027701055","20150424T000000",515000,2,1.75,950,15219,"1",0,0,3,8,950,0,2009,0,"98028",47.7723,-122.262,1560,12416 +"2755200040","20140712T000000",492000,2,1,1290,6272,"1",0,0,4,6,890,400,1922,0,"98115",47.6777,-122.305,1260,5376 +"2193320450","20150213T000000",655000,4,3,2570,8022,"1",0,0,4,8,1370,1200,1984,0,"98052",47.6956,-122.099,2090,8022 +"2895550330","20150506T000000",290000,3,2.5,1600,6848,"2",0,0,3,7,1600,0,2000,0,"98001",47.3303,-122.271,1700,7210 +"8712100790","20140701T000000",952500,4,1.5,2550,5055,"2",0,0,4,10,2550,0,1910,0,"98112",47.636,-122.301,1970,4431 +"7883603700","20140822T000000",235000,2,1,1010,7500,"1",0,0,3,7,1010,0,1941,0,"98108",47.5283,-122.32,1220,6000 +"3438502731","20150401T000000",323000,3,1.5,1720,7110,"1",0,0,3,8,1720,0,1955,0,"98106",47.5417,-122.355,1730,6840 +"2025049161","20140506T000000",1.05e+006,3,2.5,2200,1970,"2",0,0,3,9,1610,590,2008,0,"98102",47.6426,-122.327,1890,3505 +"1222029077","20141029T000000",265000,0,0.75,384,213444,"1",0,0,3,4,384,0,2003,0,"98070",47.4177,-122.491,1920,224341 +"5706500385","20150129T000000",200000,2,1,1400,9600,"1.5",0,0,4,6,1400,0,1941,0,"98022",47.2113,-121.993,1230,9600 +"4024101254","20141204T000000",419995,3,2.25,1830,7500,"1",0,0,4,7,1330,500,1968,0,"98155",47.7574,-122.31,1830,8720 +"7923250090","20150310T000000",1.5e+006,3,3,3110,9015,"1",0,4,4,10,1590,1520,1980,0,"98033",47.6624,-122.202,3150,11447 +"6675500082","20140812T000000",455000,3,2.5,1600,7829,"2",0,0,3,7,1600,0,1987,0,"98034",47.7288,-122.227,1580,9104 +"4046710180","20150325T000000",660000,3,3.5,3600,37982,"2",0,0,4,8,3600,0,1996,0,"98014",47.6982,-121.917,2050,18019 +"1771000760","20140513T000000",319000,3,1,1390,12823,"1",0,0,4,7,1390,0,1968,0,"98077",47.7438,-122.075,1390,10095 +"3421069044","20141223T000000",390000,3,1.75,2092,250905,"1",0,0,3,7,2092,0,1981,0,"98022",47.2664,-122.027,2092,217800 +"6600000330","20140627T000000",718500,3,1.5,1200,6240,"1",0,0,3,8,1030,170,1952,0,"98112",47.6222,-122.287,2810,6240 +"2041000025","20141203T000000",474000,2,1,1090,3160,"1",0,0,3,7,840,250,1926,0,"98109",47.6385,-122.344,1070,3160 +"2215500230","20140825T000000",615750,4,2,2140,6360,"2",0,0,3,7,1840,300,1945,0,"98115",47.687,-122.286,1690,6360 +"6639900176","20141114T000000",551000,3,2.5,2010,17362,"2",0,0,3,8,2010,0,1994,0,"98033",47.6904,-122.176,1920,7200 +"0104510180","20150211T000000",230000,3,2.25,1500,7210,"1",0,0,3,7,1150,350,1984,0,"98023",47.3124,-122.352,1500,7210 +"7202360760","20140711T000000",790000,4,2.5,3500,9198,"2",0,0,3,9,3500,0,2004,0,"98053",47.6785,-122.025,3990,8598 +"3879901285","20150326T000000",1.23e+006,3,2.5,2660,1967,"3",0,3,3,9,1870,790,2007,0,"98119",47.6264,-122.363,1640,1369 +"1559900110","20141223T000000",325000,3,2.25,1440,6443,"2",0,0,3,7,1440,0,1995,0,"98019",47.7471,-121.979,1700,6749 +"7202260040","20140801T000000",705000,4,2.75,2780,6207,"2",0,0,3,8,2780,0,2001,0,"98053",47.6867,-122.038,2660,5592 +"7334600730","20141211T000000",259000,4,1.75,1580,8856,"2",0,0,3,7,1580,0,1979,0,"98045",47.4694,-121.745,1390,9490 +"1723049419","20141204T000000",306000,3,1.5,1250,8700,"1",0,0,4,7,1250,0,1959,0,"98168",47.4744,-122.328,1300,8700 +"3438501081","20141215T000000",315000,3,1,970,6828,"1",0,0,3,6,970,0,1928,0,"98106",47.5476,-122.36,1160,11666 +"2916200054","20150413T000000",392500,3,1,1100,7650,"1",0,0,3,7,1100,0,1952,0,"98133",47.7219,-122.354,1430,7650 +"3024059149","20141112T000000",1.065e+006,4,2.25,3240,12930,"2",0,0,4,9,2730,510,1968,0,"98040",47.5373,-122.22,2610,12884 +"1862400528","20140716T000000",350500,2,2.5,1290,1445,"3",0,0,3,8,1290,0,1999,0,"98117",47.6955,-122.376,1470,1503 +"6329000385","20140618T000000",825000,4,3.5,3810,9792,"2",0,0,3,9,3810,0,1938,2013,"98146",47.5018,-122.38,1950,9792 +"7812800215","20140808T000000",235000,4,1,1500,6360,"1.5",0,0,3,6,1500,0,1944,0,"98178",47.4979,-122.24,1190,6360 +"2324079057","20150302T000000",650000,3,2,2660,257875,"1",0,2,4,8,1530,1130,1976,0,"98024",47.553,-121.887,1710,64033 +"1982201485","20140512T000000",675000,4,3,2400,3340,"1",0,0,4,7,1200,1200,1964,0,"98107",47.6646,-122.365,1520,3758 +"0740500040","20141001T000000",265000,4,1,1860,8505,"1",0,0,4,7,1860,0,1955,0,"98055",47.4406,-122.194,1560,8505 +"3025049052","20140812T000000",822500,2,1,1450,7098,"1",0,4,3,7,1450,0,1924,0,"98109",47.63,-122.349,2390,6098 +"5244801255","20150428T000000",705000,3,2.75,2260,4000,"2",0,0,4,8,1540,720,1956,0,"98109",47.6435,-122.353,2120,4000 +"2397101606","20141208T000000",2.63e+006,6,4.75,5540,7200,"2.5",0,2,4,11,3950,1590,1909,0,"98119",47.6361,-122.366,2930,7200 +"7234601445","20140623T000000",685000,2,1.5,1300,1676,"1",0,2,3,7,1300,0,1943,0,"98122",47.6133,-122.308,1260,1740 +"3693901105","20141020T000000",630000,4,2,1610,5000,"2",0,0,5,7,1610,0,1946,0,"98117",47.6775,-122.398,1300,4950 +"3124059006","20140508T000000",1.25e+006,4,3.25,3820,24166,"2",0,1,4,11,3310,510,1990,0,"98040",47.5263,-122.227,2900,18786 +"2523039310","20150112T000000",359000,4,2.5,1820,11325,"1",0,0,3,8,1390,430,1976,0,"98166",47.4574,-122.361,1990,10802 +"5469650040","20150316T000000",784500,4,5,5820,13906,"2",0,0,3,11,3750,2070,1993,0,"98042",47.3814,-122.164,2980,13000 +"5021900945","20140703T000000",850000,3,2,2470,8800,"2",0,0,3,9,2470,0,1961,2004,"98040",47.5753,-122.222,2340,10980 +"1152700220","20140903T000000",410000,3,2.5,3040,6054,"2",0,0,3,9,3040,0,2005,0,"98042",47.3508,-122.163,2650,6054 +"1423900220","20140709T000000",252000,4,1.75,1120,8250,"1",0,0,4,7,1120,0,1966,0,"98058",47.4555,-122.177,1330,7975 +"3425059066","20140812T000000",618000,5,1.75,1880,18295,"1",0,0,4,7,1880,0,1955,0,"98005",47.6059,-122.154,2180,20674 +"5347200165","20141002T000000",265000,3,1,1070,4800,"1",0,0,3,6,970,100,1947,0,"98126",47.5187,-122.377,1120,1198 +"5145100300","20140918T000000",465000,3,2,1560,8509,"1",0,0,3,8,790,770,1969,0,"98034",47.7261,-122.22,1410,7428 +"6141100395","20150204T000000",240000,2,1,870,6552,"1",0,0,3,6,870,0,1947,0,"98133",47.7188,-122.353,1500,6678 +"5153200506","20140731T000000",217000,3,1,1000,12000,"1",0,0,3,7,1000,0,1959,0,"98023",47.3321,-122.346,1490,14940 +"9122000385","20140806T000000",415000,4,2.25,2520,4200,"1.5",0,0,4,7,1510,1010,1909,0,"98144",47.5814,-122.312,1460,4200 +"3279000120","20141222T000000",274000,2,2,1700,7992,"1",0,0,4,7,950,750,1980,0,"98023",47.3031,-122.385,1700,8030 +"3438503223","20150223T000000",420000,5,3,2150,6117,"1",0,0,3,7,1370,780,2003,0,"98106",47.538,-122.356,1990,6064 +"6788201240","20150318T000000",1.0625e+006,4,2.75,1590,6000,"1.5",0,0,4,8,1590,0,1925,0,"98112",47.6401,-122.299,1590,4000 +"4139900120","20140605T000000",1.415e+006,4,5.25,4670,43950,"2",0,0,3,12,4670,0,1989,0,"98006",47.5456,-122.126,4900,35000 +"1868900775","20140505T000000",618500,3,2,1800,5000,"1",0,0,4,7,1080,720,1942,0,"98115",47.6738,-122.297,1800,5000 +"0764000180","20150109T000000",295000,3,1.5,1670,10800,"1",0,0,4,8,1670,0,1956,0,"98022",47.2004,-122.003,1670,9169 +"3578400910","20150316T000000",400000,3,2,1010,12252,"1",0,0,3,8,1010,0,1980,0,"98074",47.6224,-122.045,1840,11497 +"5631500191","20150326T000000",595000,3,2.5,2550,6677,"2",0,0,3,8,2550,0,2002,0,"98028",47.7336,-122.232,1930,7217 +"6448000100","20140617T000000",1.728e+006,4,3,3700,20570,"1",0,0,4,10,1850,1850,1976,0,"98004",47.6212,-122.224,3080,17595 +"1545801340","20141231T000000",261000,3,1.75,1350,7686,"1",0,0,3,7,1350,0,1987,0,"98038",47.3617,-122.052,1370,7686 +"5244800915","20141016T000000",780000,5,2.5,1660,4000,"1.5",0,0,5,8,1660,0,1929,0,"98109",47.6452,-122.352,1210,4000 +"4217400590","20141118T000000",589000,3,1.5,1390,5040,"1",0,0,3,7,1090,300,1947,0,"98105",47.6611,-122.282,1910,4800 +"1683600110","20150305T000000",230000,3,1.75,1720,9125,"1",0,0,4,7,1140,580,1981,0,"98092",47.3173,-122.181,1120,7506 +"3630090110","20141018T000000",690000,4,3.5,2980,2147,"2.5",0,0,3,10,2490,490,2006,0,"98029",47.5463,-121.995,2880,2428 +"1785400210","20150129T000000",524000,4,2.25,2190,15491,"2",0,0,3,8,2190,0,1981,0,"98074",47.6299,-122.039,2090,15039 +"3319500317","20140522T000000",380000,2,2.5,1230,987,"2",0,0,3,7,1060,170,2011,0,"98144",47.6007,-122.305,1290,1328 +"2492200256","20141112T000000",357500,3,1,1000,4080,"1",0,0,4,7,740,260,1945,0,"98126",47.5351,-122.381,1480,4080 +"3797300110","20141027T000000",330000,3,2,2500,10697,"1",0,0,3,8,2500,0,1994,0,"98022",47.1927,-122.01,2560,9772 +"1870400615","20150309T000000",635000,5,1.75,2240,4750,"1",0,0,4,7,1120,1120,1920,0,"98115",47.6727,-122.293,1980,4750 +"8823901445","20150313T000000",934000,9,3,2820,4480,"2",0,0,3,7,1880,940,1918,0,"98105",47.6654,-122.307,2460,4400 +"3630000150","20150128T000000",358500,2,1.75,1400,865,"2",0,0,3,8,1110,290,2005,0,"98029",47.5478,-121.999,1380,1107 +"5727500301","20141006T000000",401000,3,1.5,1470,6867,"1",0,0,3,8,1470,0,1955,0,"98155",47.7495,-122.327,1470,6523 +"4167960330","20150109T000000",270000,3,2,1820,7750,"1",0,0,3,8,1820,0,1992,0,"98023",47.3169,-122.352,2080,8084 +"2484700155","20141014T000000",705000,4,2,2060,6000,"1",0,1,4,8,1370,690,1954,0,"98136",47.5237,-122.383,2060,6600 +"4046700300","20141030T000000",325000,3,2,1670,17071,"1",0,0,3,7,1100,570,1988,0,"98014",47.69,-121.913,1660,15593 +"4365200865","20140902T000000",384950,3,1,1540,7740,"1",0,0,4,7,1540,0,1909,0,"98126",47.522,-122.375,1220,7740 +"6713700205","20140715T000000",310000,3,1,1210,9730,"1",0,0,4,7,1210,0,1953,0,"98133",47.762,-122.355,1470,9730 +"0293800900","20141006T000000",829950,4,2.5,3430,42775,"2",0,0,3,10,3430,0,1992,0,"98077",47.765,-122.045,3190,36820 +"3375800220","20150330T000000",353000,3,2.5,2550,6021,"2",0,0,3,7,2550,0,2002,0,"98030",47.3828,-122.211,2080,6021 +"8898700820","20140707T000000",170500,2,1,1060,7700,"1",0,0,3,7,820,240,1981,0,"98055",47.4599,-122.205,1370,8833 +"2725069156","20140716T000000",885250,4,2.5,3670,49658,"2",0,0,3,10,3670,0,1999,0,"98074",47.6219,-122.015,3040,49658 +"8043700300","20140608T000000",2.7e+006,4,3.25,4420,7850,"2",1,4,3,11,3150,1270,2001,0,"98008",47.572,-122.102,2760,8525 +"2372800100","20140925T000000",245000,3,1.5,1550,9126,"1",0,0,5,7,1550,0,1957,0,"98022",47.2012,-122,1450,9282 +"7518501822","20141017T000000",469000,3,2.5,1190,1290,"3",0,0,3,8,1190,0,2008,0,"98107",47.6762,-122.378,1410,1923 +"1928300620","20140608T000000",455000,3,1,1300,3550,"1.5",0,0,3,7,1300,0,1927,0,"98105",47.6696,-122.32,1410,4080 +"1402950100","20141121T000000",305000,4,2.5,2430,5959,"2",0,0,3,8,2430,0,2002,0,"98092",47.3348,-122.19,2100,5414 +"2616800600","20140530T000000",840000,7,4.5,4290,37607,"1.5",0,0,5,10,4290,0,1982,0,"98027",47.4812,-122.033,2810,40510 +"2597530760","20140623T000000",905000,5,3.5,3500,10155,"2",0,0,3,10,2570,930,1996,0,"98006",47.5415,-122.133,2940,10753 +"7345200650","20141231T000000",219200,3,2,1680,7000,"1.5",0,0,4,7,1680,0,1968,0,"98002",47.2775,-122.203,1540,7480 +"0259800750","20150223T000000",455000,3,1.5,1250,8004,"1",0,0,3,7,1250,0,1965,0,"98008",47.6285,-122.117,1450,7931 +"0723049197","20140627T000000",195000,2,1,1020,8100,"1",0,0,3,6,1020,0,1940,0,"98168",47.4971,-122.334,1200,12500 +"2883200775","20141113T000000",799000,3,1,1510,4178,"2",0,0,3,8,1510,0,1902,1979,"98103",47.6849,-122.335,2140,4916 +"3995700245","20140627T000000",285000,2,1,910,8155,"1",0,0,4,6,910,0,1948,0,"98155",47.7399,-122.3,1240,8155 +"1775900220","20140922T000000",300000,3,1.5,1320,15053,"1",0,0,3,7,1320,0,1979,0,"98072",47.7405,-122.095,1250,13368 +"7999600180","20140529T000000",83000,2,1,900,8580,"1",0,0,3,5,900,0,1918,0,"98168",47.4727,-122.27,2060,6533 +"6145601745","20150414T000000",220000,2,1,890,4804,"1",0,0,4,7,890,0,1928,0,"98133",47.7027,-122.346,1010,3844 +"0818500100","20140603T000000",174500,2,2.5,1240,2689,"2",0,0,3,7,1240,0,1986,0,"98003",47.3236,-122.323,1430,3609 +"3904920730","20150427T000000",695000,4,2.5,2960,10760,"2",0,0,3,9,2960,0,1987,0,"98029",47.5677,-122.013,2480,9528 +"3211000040","20141204T000000",255000,3,1.5,1020,11410,"1",0,0,3,7,1020,0,1959,0,"98059",47.4811,-122.162,1290,8400 +"9557300040","20150225T000000",539000,5,2.25,2590,7245,"1",0,0,3,8,1510,1080,1973,0,"98008",47.6398,-122.111,1930,7245 +"7011201482","20150317T000000",552700,2,1,1100,2800,"1",0,0,3,7,1100,0,1925,0,"98119",47.6361,-122.371,1110,1673 +"5315100667","20140603T000000",571500,3,1,1300,6710,"1",0,0,4,6,1300,0,1952,0,"98040",47.5851,-122.242,1630,9946 +"8598900157","20150313T000000",263700,3,1,1200,6561,"1",0,0,3,6,1200,0,1950,1968,"98177",47.7763,-122.36,1340,9450 +"1346300150","20141020T000000",3.3e+006,8,4,7710,11750,"3.5",0,0,5,12,6090,1620,1904,0,"98112",47.6263,-122.314,4210,8325 +"9268710220","20140528T000000",186950,2,2,1390,1302,"2",0,0,3,7,1390,0,1986,0,"98003",47.3089,-122.33,1390,1302 +"2224079086","20141110T000000",520000,3,1.75,1430,53628,"2",0,0,3,8,1430,0,1985,0,"98024",47.5577,-121.891,2100,53628 +"1761600150","20140730T000000",358000,3,1.5,1250,7194,"1",0,0,4,7,1250,0,1969,0,"98034",47.7298,-122.231,1340,7242 +"2123049086","20140807T000000",210000,2,0.75,840,49658,"1",0,0,2,6,840,0,1948,0,"98168",47.4727,-122.292,1240,11000 +"4389201095","20150511T000000",3.65e+006,5,3.75,5020,8694,"2",0,1,3,12,3970,1050,2007,0,"98004",47.6146,-122.213,4190,11275 +"2802200100","20140811T000000",543000,4,2.25,2060,8767,"2",0,0,3,8,2060,0,1983,0,"98052",47.7228,-122.103,1610,8062 +"6706000040","20150423T000000",330000,4,2.25,2000,10679,"1",0,0,3,7,1350,650,1960,0,"98148",47.4238,-122.329,1650,8875 +"9828701690","20140806T000000",529000,3,2,1530,3400,"1",0,0,3,7,990,540,1907,2014,"98112",47.6204,-122.296,1880,4212 +"7891600165","20140627T000000",295000,1,1,700,2500,"1",0,0,4,7,700,0,1907,0,"98106",47.5662,-122.364,1340,5000 +"1238500978","20140922T000000",365000,3,1,950,8450,"1",0,0,3,7,950,0,1962,0,"98033",47.6884,-122.186,1610,10080 +"8673400141","20141015T000000",473000,3,3,1380,1081,"3",0,0,3,8,1380,0,2005,0,"98107",47.6692,-122.39,1390,1140 +"9421500150","20140623T000000",403500,3,1,1830,8004,"1",0,0,3,8,1200,630,1960,0,"98125",47.7259,-122.297,1860,7971 +"0148000035","20140602T000000",544000,3,1.5,1790,8203,"1.5",0,1,3,7,1790,0,1910,0,"98116",47.5768,-122.403,1960,6047 +"2436700395","20141023T000000",621000,3,1,1340,4000,"1.5",0,0,4,7,1340,0,1927,0,"98105",47.6652,-122.288,1510,4000 +"8010100040","20140801T000000",672600,3,2.25,1520,5750,"2",0,0,3,8,1400,120,1908,2006,"98116",47.5787,-122.388,1420,5650 +"1193000220","20150407T000000",689800,2,1.75,1370,3125,"1",0,0,3,7,1090,280,1950,0,"98199",47.6492,-122.391,1730,5966 +"8827901415","20150507T000000",613000,3,1.5,1470,4480,"1",0,0,4,7,1130,340,1918,0,"98105",47.6693,-122.291,2120,4480 +"7732410220","20140701T000000",808000,4,2.25,2500,8866,"2",0,0,4,9,2500,0,1987,0,"98007",47.6604,-122.146,2630,8847 +"0415100015","20140725T000000",301000,3,1,1060,9241,"1",0,0,4,7,1060,0,1956,0,"98133",47.7465,-122.339,1900,6484 +"2130400150","20140925T000000",340000,3,1.75,1210,9635,"1",0,0,4,7,1210,0,1987,0,"98019",47.7382,-121.98,1550,10707 +"1555200590","20141223T000000",206000,3,1,920,8400,"1",0,0,3,7,920,0,1963,0,"98032",47.3771,-122.287,1260,8400 +"2174503500","20141103T000000",550000,3,1.5,1340,6000,"1",0,0,4,7,1340,0,1960,0,"98040",47.5866,-122.25,1590,9000 +"6371500120","20141224T000000",325000,2,1,960,4800,"1.5",0,0,2,6,960,0,1912,0,"98116",47.5752,-122.411,1440,4800 +"3904900610","20141012T000000",475000,3,2.5,1630,7586,"2",0,0,3,8,1630,0,1986,0,"98029",47.5689,-122.023,2090,7330 +"9527000490","20140730T000000",432100,3,1.75,1840,7350,"1",0,0,3,8,1310,530,1976,0,"98034",47.7089,-122.23,1860,7000 +"2457200120","20150303T000000",359000,3,2,3085,7280,"1",0,0,4,7,1560,1525,1959,0,"98056",47.4956,-122.181,1480,7900 +"3501600100","20150105T000000",490000,3,1,920,4800,"1",0,0,4,6,780,140,1926,0,"98117",47.6937,-122.362,1370,4800 +"1245001295","20140522T000000",648360,4,1.75,2260,7005,"1",0,1,4,7,1130,1130,1947,0,"98033",47.6895,-122.207,2330,9180 +"9536601295","20141007T000000",340000,3,1.75,1730,11986,"1",0,3,5,6,1730,0,1918,0,"98198",47.3595,-122.323,2490,9264 +"2205700180","20150403T000000",545000,3,2,1610,8069,"1",0,0,5,7,1090,520,1955,0,"98006",47.5754,-122.15,1510,8803 +"0623049232","20140715T000000",115000,2,0.75,550,7980,"1",0,0,3,5,550,0,1952,0,"98146",47.511,-122.348,1330,7980 +"9413600100","20150219T000000",705640,3,2.25,2400,12350,"1",0,0,4,8,1420,980,1968,0,"98033",47.6533,-122.192,2615,12043 +"6064800410","20140730T000000",300000,3,2.25,1960,1585,"2",0,0,3,7,1750,210,2003,0,"98118",47.5414,-122.288,1760,1958 +"8964800975","20140731T000000",1.65e+006,4,2.75,3190,14904,"1",0,3,4,9,1940,1250,1949,1992,"98004",47.6178,-122.214,2600,11195 +"4473400155","20150417T000000",1.1375e+006,4,3.5,3160,4200,"2",0,4,3,8,2180,980,1999,0,"98144",47.5963,-122.292,2180,5200 +"7657000210","20140818T000000",280000,3,1.75,1550,7410,"1.5",0,0,5,7,1550,0,1944,0,"98178",47.4951,-122.237,1250,7467 +"8732040180","20141219T000000",245000,4,1.75,1930,7650,"1",0,0,4,8,1280,650,1981,0,"98023",47.3078,-122.386,1860,8800 +"9547202950","20141030T000000",564000,4,1,1170,4590,"1.5",0,0,4,7,1170,0,1925,0,"98115",47.6804,-122.311,1430,4080 +"1370802770","20140919T000000",849000,3,1.75,2520,4534,"1",0,0,5,9,1460,1060,1954,0,"98199",47.6381,-122.401,1870,5023 +"3885803465","20150409T000000",698000,3,1.75,1220,7447,"1",0,0,4,7,1220,0,1964,0,"98033",47.6886,-122.211,1340,7200 +"2896610210","20140925T000000",319000,3,1,960,8556,"1",0,0,3,7,960,0,1971,0,"98034",47.7245,-122.22,1320,7528 +"3760500455","20150224T000000",1.45e+006,3,3.5,4110,15720,"1",0,1,3,10,2230,1880,2000,0,"98034",47.6996,-122.229,2500,15400 +"3324069541","20140710T000000",695000,4,3.5,3310,21050,"2",0,0,5,9,2400,910,1992,0,"98027",47.5197,-122.041,2260,23400 +"0003600072","20150330T000000",680000,4,2.75,2220,5310,"1",0,0,5,7,1170,1050,1951,0,"98144",47.5801,-122.294,1540,4200 +"2722049218","20141027T000000",287500,4,2.25,2250,12000,"2",0,0,3,8,2250,0,1985,0,"98032",47.3715,-122.274,2140,11871 +"1225039052","20141112T000000",465000,3,3.25,1510,1850,"2",0,2,3,8,1230,280,2001,0,"98107",47.6683,-122.362,1540,1840 +"8807810090","20140925T000000",335000,3,1,1350,14212,"1",0,0,4,6,1350,0,1981,0,"98053",47.6606,-122.06,1520,14404 +"9508850120","20140627T000000",602000,4,1.75,2420,37800,"1",0,0,4,8,1880,540,1981,0,"98053",47.6688,-122.024,2780,35532 +"5126300650","20150225T000000",482000,3,2.5,2950,6545,"2",0,0,3,8,2950,0,2003,0,"98059",47.4828,-122.139,2400,6550 +"6303400965","20140909T000000",220000,5,1,1260,8382,"1.5",0,0,3,7,1260,0,1918,0,"98146",47.5058,-122.355,910,8382 +"7116500925","20140520T000000",206000,4,2,1700,6025,"1",0,0,3,6,1700,0,1978,0,"98002",47.3029,-122.221,1320,5956 +"9241900115","20150324T000000",1.1e+006,4,3,3320,5760,"2",0,0,3,9,2120,1200,1954,2007,"98199",47.6474,-122.389,2400,6144 +"7202330410","20150320T000000",491150,3,2.5,1470,3971,"2",0,0,3,7,1470,0,2003,0,"98053",47.6816,-122.035,1650,3148 +"5151600300","20140812T000000",390000,4,2.75,2500,12848,"1",0,1,3,8,2120,380,1975,0,"98003",47.3364,-122.321,2370,12497 +"1332200100","20150507T000000",393000,4,2.5,2641,8091,"2",0,0,3,7,2641,0,1998,0,"98031",47.4043,-122.213,2641,8535 +"1939130730","20140717T000000",635000,4,2,2260,8457,"2",0,0,3,9,2260,0,1992,0,"98074",47.6251,-122.03,2410,7713 +"0472000015","20140516T000000",490000,2,1,1160,5000,"1",0,0,4,8,1160,0,1937,0,"98117",47.6865,-122.399,1750,5000 +"3667500015","20140925T000000",770000,4,3.5,3680,2242,"2.5",0,0,3,9,2670,1010,1930,2007,"98112",47.6192,-122.307,1350,1288 +"6430000945","20141204T000000",665000,2,2,1615,4590,"1.5",0,0,5,8,1615,0,1906,0,"98103",47.6886,-122.348,1470,4590 +"0322059161","20141001T000000",287000,3,1,1250,26862,"1",0,0,3,7,1250,0,1965,0,"98058",47.426,-122.154,1530,24463 +"7905200205","20141021T000000",410000,3,1,1230,7020,"1",0,0,3,7,1090,140,1924,0,"98116",47.5719,-122.39,1390,5850 +"1772600665","20150225T000000",562000,3,2,2510,5200,"1",0,0,5,8,1470,1040,1925,0,"98106",47.5631,-122.366,990,5400 +"0203101530","20140530T000000",475000,2,2,1540,54450,"2",0,0,3,7,1540,0,1983,0,"98053",47.638,-121.953,2280,29918 +"0820000018","20141014T000000",387500,3,3.25,1860,2218,"3",0,0,3,8,1860,0,2001,0,"98125",47.7185,-122.313,1860,2218 +"1560800110","20140617T000000",580000,5,2,2700,10875,"1",0,0,4,7,1540,1160,1962,0,"98007",47.6163,-122.138,2040,7464 +"2869200110","20140621T000000",930000,3,2.5,3290,6830,"2",0,0,3,10,3290,0,2000,0,"98052",47.6702,-122.142,3200,6227 +"6151800300","20150213T000000",625000,3,1.75,2700,18893,"1",0,0,4,7,2110,590,1948,1983,"98010",47.3397,-122.048,2260,17494 +"4475000180","20141203T000000",325000,3,2,1570,5600,"1",0,0,3,8,1570,0,1999,0,"98058",47.4286,-122.185,2010,5600 +"3223059206","20140627T000000",235000,3,1.75,1950,8712,"1",0,0,3,7,1950,0,1960,0,"98055",47.4391,-122.189,1820,11520 +"5102400025","20140625T000000",450000,2,1,1380,4390,"1",0,0,4,8,880,500,1931,0,"98115",47.6947,-122.323,1390,5234 +"0194000145","20150312T000000",745000,4,2.75,2410,5650,"1.5",0,0,5,8,2070,340,1909,0,"98116",47.5651,-122.391,1960,5650 +"5560000540","20140723T000000",223000,4,2,1200,8470,"1",0,0,4,7,1200,0,1961,0,"98023",47.3262,-122.338,1110,8400 +"3326049077","20140728T000000",630000,4,1.75,1770,12278,"1",0,0,3,7,1350,420,1937,0,"98115",47.7004,-122.295,1670,9336 +"3126049517","20140508T000000",413450,3,2.5,1540,1614,"3",0,0,3,8,1470,70,2008,0,"98103",47.6961,-122.341,1540,1418 +"2568200740","20140811T000000",720000,5,2.75,2860,5379,"2",0,0,3,9,2860,0,2005,0,"98052",47.7082,-122.104,2980,6018 +"2622059138","20150416T000000",339000,3,1.5,1740,21980,"1",0,0,4,7,1740,0,1973,0,"98042",47.3644,-122.132,1400,16100 +"6738700205","20150505T000000",1.1155e+006,4,3.5,2830,4000,"1.5",0,0,3,7,1840,990,1919,2014,"98144",47.5842,-122.292,2340,4000 +"1778350150","20140811T000000",839000,5,4,4280,11307,"2",0,0,3,10,2710,1570,1996,0,"98027",47.5503,-122.081,3080,11307 +"6613000930","20140902T000000",2.95e+006,4,3.25,3890,25470,"2",1,3,5,10,3030,860,1923,0,"98105",47.6608,-122.269,4140,19281 +"0324069058","20140530T000000",568000,4,2,2340,50233,"1",0,0,4,7,1170,1170,1966,0,"98075",47.5905,-122.022,2470,62290 +"4345300180","20150406T000000",269000,3,2,1410,10577,"1",0,0,3,7,1410,0,1994,0,"98030",47.3642,-122.187,1660,6757 +"7525100590","20150406T000000",382000,2,2,1350,2560,"1",0,0,4,8,1350,0,1974,0,"98052",47.6338,-122.106,1800,2560 +"0955000453","20150413T000000",574000,2,2.25,1100,1114,"2",0,0,3,8,900,200,2009,0,"98122",47.6199,-122.304,1230,1800 +"7852150720","20140922T000000",405000,3,2.5,2070,4697,"2",0,0,3,7,2070,0,2002,0,"98065",47.5307,-121.875,2230,4437 +"9545220100","20140728T000000",572000,3,2.5,2360,9938,"1",0,0,3,8,1690,670,1987,0,"98027",47.5374,-122.053,2280,9626 +"7504000230","20141205T000000",675000,4,2.25,2760,12100,"2",0,0,4,9,2760,0,1976,0,"98074",47.6285,-122.058,2850,12410 +"7657000540","20140902T000000",165000,4,1,1220,7980,"1.5",0,0,3,6,1220,0,1944,0,"98178",47.4924,-122.237,1210,7920 +"7657000540","20150304T000000",260000,4,1,1220,7980,"1.5",0,0,3,6,1220,0,1944,0,"98178",47.4924,-122.237,1210,7920 +"7893203770","20150304T000000",196000,3,1,1220,6719,"1",0,0,3,6,1220,0,1953,0,"98198",47.4187,-122.329,1580,7200 +"8035350120","20150224T000000",515000,3,2.5,3020,12184,"2",0,0,3,8,3020,0,2003,0,"98019",47.744,-121.976,2980,10029 +"8820902350","20141203T000000",810000,4,3.5,3470,7396,"2",0,3,3,8,2520,950,1979,0,"98125",47.7146,-122.279,2360,10541 +"5089700300","20150311T000000",365650,4,2.25,2380,7700,"2",0,0,4,8,2380,0,1977,0,"98055",47.4391,-122.194,2100,7700 +"7234601541","20140728T000000",651000,3,3,2260,1834,"2",0,0,3,8,1660,600,2002,0,"98122",47.6111,-122.308,2260,1834 +"7972603931","20141009T000000",240000,2,1,720,6345,"1",0,0,3,6,720,0,1943,0,"98106",47.5201,-122.35,720,6345 +"0318390180","20141029T000000",299000,3,2,1730,6007,"1",0,0,3,8,1730,0,2004,0,"98030",47.3573,-122.2,2000,6245 +"2597520900","20140804T000000",768000,3,2.5,2660,10928,"2",0,0,3,9,1830,830,1988,0,"98006",47.5442,-122.141,2800,10025 +"5652600556","20141028T000000",397380,2,1,1030,5072,"1",0,0,3,6,1030,0,1924,1958,"98115",47.6962,-122.294,1220,6781 +"8935100100","20140701T000000",476000,4,3,2890,6885,"1",0,0,3,7,1590,1300,1945,2015,"98115",47.6763,-122.282,2180,6885 +"4154301371","20150106T000000",315000,3,1,890,5200,"1",0,0,3,7,890,0,1957,0,"98118",47.559,-122.277,1420,6000 +"1105000787","20140926T000000",240000,3,2.25,1410,7290,"1",0,0,3,7,940,470,1980,0,"98118",47.5396,-122.274,1550,7375 +"2492201005","20140708T000000",325000,2,1,810,4080,"1",0,0,4,6,810,0,1941,0,"98126",47.5337,-122.379,1400,4080 +"9265410090","20141008T000000",160000,3,1.75,1370,8006,"2",0,0,3,7,1370,0,1990,0,"98001",47.258,-122.252,1530,8006 +"2619950740","20150109T000000",435000,3,2.5,2260,5100,"2",0,0,3,8,2260,0,2007,0,"98019",47.7341,-121.968,2260,5100 +"9412200330","20150410T000000",427500,3,1.75,1430,16200,"1",0,0,4,7,1430,0,1967,0,"98027",47.5223,-122.043,1690,13125 +"1079450410","20150417T000000",450000,5,2.5,2510,10240,"1",0,0,4,8,1410,1100,1984,0,"98059",47.4732,-122.141,2170,10500 +"9238900850","20140919T000000",688000,3,1.5,1760,4880,"1.5",0,3,3,8,1290,470,1928,0,"98136",47.5334,-122.388,1840,4998 +"2112701165","20150408T000000",285000,4,1,1430,3600,"1",0,0,3,6,980,450,1947,0,"98106",47.5343,-122.355,1170,4000 +"2767604067","20140820T000000",530000,3,3.25,1510,1125,"3",0,0,3,8,1510,0,2006,0,"98107",47.6711,-122.39,1390,1174 +"0522049122","20150402T000000",195000,4,1.75,1320,7694,"1",0,0,3,7,1320,0,1928,1972,"98148",47.4297,-122.325,1620,8468 +"8857600360","20140828T000000",250200,3,1.5,1180,7384,"1",0,0,5,7,1180,0,1959,0,"98032",47.3838,-122.287,1150,7455 +"4389200761","20150128T000000",1.1e+006,3,2.25,1560,8570,"1",0,0,5,7,1080,480,1977,0,"98004",47.6155,-122.21,2660,9621 +"6421000330","20141112T000000",732500,3,2.5,2470,10321,"2",0,0,3,9,2470,0,1988,0,"98052",47.6694,-122.141,2450,8440 +"2154900040","20141030T000000",194250,3,2.25,2190,8834,"1",0,0,3,7,1390,800,1987,0,"98001",47.2633,-122.244,1490,8766 +"0259801030","20150309T000000",526000,4,2,1610,8000,"1",0,0,3,7,1190,420,1966,0,"98008",47.6301,-122.118,1560,7896 +"0326049038","20150504T000000",520000,4,2.75,2700,9882,"2",0,0,3,7,2700,0,1958,1989,"98155",47.7671,-122.291,2250,10797 +"6384500590","20141113T000000",526000,3,1.75,1530,6125,"1",0,0,3,7,1120,410,1958,0,"98116",47.5687,-122.397,1360,6125 +"3023069166","20140708T000000",1.13525e+006,5,4,7320,217800,"2",0,0,3,11,7320,0,1992,0,"98058",47.4473,-122.086,3270,34500 +"3826000735","20140626T000000",202000,2,1,920,7569,"1",0,0,4,6,920,0,1950,0,"98168",47.4951,-122.302,1280,7627 +"7852110740","20141112T000000",645500,4,2.5,2990,8622,"2",0,0,3,9,2990,0,2000,0,"98065",47.5394,-121.875,2980,8622 +"3222049087","20150422T000000",570000,1,1,720,7540,"1",1,4,4,6,720,0,1905,0,"98198",47.3509,-122.323,1120,9736 +"0726049131","20150320T000000",325000,3,2,1750,9000,"1.5",0,0,4,5,1750,0,1936,0,"98133",47.7489,-122.35,1830,8100 +"9424400110","20141216T000000",725000,2,1,2410,5930,"2",0,0,3,9,1930,480,2007,0,"98116",47.5657,-122.395,1540,5892 +"0193300120","20141126T000000",192000,3,1.75,1240,10361,"1",0,0,3,6,1240,0,1987,0,"98042",47.37,-122.151,1240,8834 +"1245001751","20140709T000000",560000,2,1,1010,9219,"1",0,0,4,7,1010,0,1960,0,"98033",47.6886,-122.202,1610,9219 +"1386800054","20141201T000000",283450,5,2.75,2770,6116,"1",0,0,3,7,1490,1280,1979,0,"98168",47.4847,-122.291,1920,6486 +"6814600150","20140905T000000",863000,4,1.75,2800,5400,"1",0,0,3,9,1400,1400,1924,2006,"98115",47.6803,-122.313,1490,5400 +"9828200790","20141028T000000",815000,4,2,1400,4800,"2",0,0,3,7,1400,0,1986,0,"98122",47.6168,-122.298,1620,2595 +"9476200650","20150416T000000",245000,2,1,1020,7679,"1",0,0,5,6,1020,0,1942,0,"98056",47.4915,-122.188,1280,6497 +"9533600100","20141208T000000",1.315e+006,4,3,2860,10292,"1",0,0,4,8,2860,0,1953,1999,"98004",47.6286,-122.206,1840,10273 +"4139430410","20141107T000000",1.156e+006,4,3.5,4270,12305,"2",0,2,3,10,4270,0,1994,0,"98006",47.5489,-122.118,4190,13137 +"7852030330","20140903T000000",480000,3,2.5,2270,4488,"2",0,0,3,7,2270,0,1999,0,"98065",47.5329,-121.879,2360,4427 +"7202270930","20140606T000000",600000,4,2.5,2560,5593,"2",0,0,3,7,2560,0,2001,0,"98053",47.6886,-122.037,2800,5890 +"0223039254","20140624T000000",329950,2,1,900,5220,"1",0,0,4,6,900,0,1956,0,"98146",47.5105,-122.387,1480,6660 +"7843500090","20140822T000000",299500,4,2.5,2010,12085,"2",0,0,3,8,2010,0,1986,0,"98042",47.3406,-122.057,1910,12133 +"2491200330","20140918T000000",460000,3,2.5,1690,5131,"1",0,0,3,7,1690,0,1941,1998,"98126",47.5234,-122.38,860,5137 +"8113101582","20150415T000000",515000,5,3.5,2310,5249,"2",0,0,3,8,1560,750,2000,0,"98118",47.5463,-122.272,1900,7296 +"0993002225","20140623T000000",405000,3,2.25,1520,1245,"3",0,0,3,8,1520,0,2004,0,"98103",47.6907,-122.34,1520,1470 +"9530100921","20141027T000000",483000,4,1.5,1220,3780,"1.5",0,0,3,7,1220,0,1927,0,"98107",47.6667,-122.36,1400,3185 +"3235390100","20150203T000000",377000,4,2.5,2170,11511,"2",0,0,3,8,2170,0,1992,0,"98031",47.3886,-122.188,1900,8961 +"5122400025","20140708T000000",568000,4,1.75,2790,17476,"1",0,2,3,7,1450,1340,1956,0,"98166",47.4556,-122.369,2790,16401 +"9297300750","20141105T000000",355000,2,1.75,1760,4600,"1",0,0,4,7,850,910,1926,0,"98126",47.5654,-122.372,1150,4800 +"3856900590","20140806T000000",640000,4,1.75,2100,3000,"1.5",0,0,4,7,1500,600,1911,0,"98103",47.6721,-122.329,1690,4000 +"4024700100","20150121T000000",270000,4,1,1430,5909,"1",0,0,3,6,1070,360,1947,0,"98155",47.7623,-122.313,1460,8433 +"0114100131","20150114T000000",559950,5,3.5,2450,8193,"2",0,0,3,9,2450,0,2005,0,"98028",47.7721,-122.241,2310,8193 +"2296700330","20141014T000000",515000,4,3,1820,8261,"1",0,0,3,7,1420,400,1969,0,"98034",47.7197,-122.219,1920,7961 +"1995200215","20140826T000000",352000,4,1.75,1850,5712,"1",0,0,3,7,1850,0,1954,0,"98115",47.6966,-122.324,1510,6038 +"2287600035","20140625T000000",595888,3,1.75,1870,9000,"1",0,0,5,9,1870,0,1958,0,"98177",47.7203,-122.361,2030,8160 +"2923501130","20140722T000000",588000,4,2.25,2580,7344,"2",0,0,3,8,2580,0,1977,0,"98027",47.5647,-122.09,2390,7507 +"2485000076","20150122T000000",1.05e+006,4,3.25,3680,8580,"1",0,3,5,10,1840,1840,1959,0,"98136",47.5266,-122.387,2700,9100 +"9264921020","20140908T000000",260000,3,1.5,1750,7000,"2",0,0,3,8,1750,0,1983,0,"98023",47.3108,-122.346,1840,9305 +"5318100965","20150217T000000",1.6e+006,4,3.5,3890,3600,"2",0,0,3,9,2860,1030,2005,0,"98112",47.6342,-122.282,2460,6050 +"3501600215","20150414T000000",380000,2,1,1000,4800,"1",0,0,3,6,1000,0,1952,0,"98117",47.6926,-122.362,1000,4800 +"8682230610","20140602T000000",802000,2,2.5,2210,6327,"1",0,0,3,8,2210,0,2003,0,"98053",47.7114,-122.03,2170,6327 +"1337800665","20140811T000000",1.325e+006,4,3.25,2850,4800,"2.5",0,0,5,10,2700,150,1905,0,"98112",47.6292,-122.312,2850,4800 +"7960100220","20150416T000000",710000,4,2.75,2460,3600,"2",0,0,3,8,1640,820,1907,2007,"98122",47.6093,-122.297,1890,3600 +"1549500272","20140609T000000",600000,3,2.5,2630,77972,"2",0,0,3,9,2630,0,2004,0,"98019",47.745,-121.916,2250,75794 +"9547202380","20140902T000000",707900,3,1,1750,5355,"2",0,0,4,7,1750,0,1929,0,"98115",47.6792,-122.31,2240,4590 +"3518000180","20141120T000000",179950,2,1,1100,7323,"1",0,0,3,7,780,320,1982,0,"98023",47.2874,-122.37,1410,7227 +"6792100090","20140914T000000",683000,4,2.5,2620,10489,"2",0,0,3,9,2620,0,1990,0,"98052",47.6732,-122.143,2430,7701 +"5702330120","20140603T000000",222400,3,2,1200,9566,"1",0,0,3,7,1200,0,1995,0,"98001",47.2649,-122.252,1590,9518 +"1189000910","20140708T000000",517000,2,1.5,1920,3408,"1",0,0,4,7,960,960,1912,0,"98122",47.6118,-122.299,1130,3408 +"6204200590","20141029T000000",410000,3,2.75,1690,5763,"1",0,0,5,7,1180,510,1985,0,"98011",47.7336,-122.202,1560,7518 +"4443801340","20141006T000000",480000,3,1.75,1680,2552,"1",0,0,4,7,840,840,1952,0,"98117",47.6848,-122.391,1220,3880 +"2473370750","20150224T000000",430000,3,1.75,3440,10428,"1.5",0,0,5,8,3440,0,1974,0,"98058",47.449,-122.128,2160,8400 +"2644900109","20150427T000000",439950,5,1.75,2190,7500,"1",0,0,3,7,1290,900,1979,0,"98133",47.7766,-122.355,1790,8820 +"0293620220","20150421T000000",797500,4,2.5,3270,8223,"2",0,0,3,10,3270,0,1998,0,"98075",47.6018,-122.073,3460,8872 +"2624049115","20140710T000000",379000,4,1.5,1280,5460,"1.5",0,0,5,7,1080,200,1920,0,"98118",47.5348,-122.268,1470,5934 +"7942600910","20141216T000000",575000,1,1,1310,8667,"1.5",0,0,1,6,1310,0,1918,0,"98122",47.6059,-122.313,1130,4800 +"0643000110","20150325T000000",247500,3,1,1660,11060,"1",0,0,4,7,1110,550,1962,0,"98003",47.3311,-122.326,1890,11060 +"9485951460","20140623T000000",385000,4,2.75,2700,37011,"2",0,0,3,9,2700,0,1984,0,"98042",47.3496,-122.088,2700,37457 +"6378500230","20140520T000000",423000,4,1.75,1940,6909,"1",0,0,4,7,970,970,1941,0,"98133",47.7108,-122.352,1460,6906 +"0430000175","20141215T000000",550000,3,1.75,1520,5618,"1",0,0,3,7,1170,350,1953,0,"98115",47.68,-122.284,1550,5618 +"1493300115","20140910T000000",415000,4,1,1620,4329,"1.5",0,0,3,7,1620,0,1927,0,"98116",47.5728,-122.388,1220,5520 +"2024059059","20141010T000000",693000,3,2.25,2090,45535,"1",0,2,5,8,1280,810,1952,0,"98006",47.5538,-122.191,3090,12889 +"2922701085","20150327T000000",543000,2,1,1070,4700,"1",0,0,5,7,1070,0,1910,0,"98117",47.6887,-122.368,1370,4700 +"4058801780","20150327T000000",465000,5,1.75,2000,10246,"1",0,2,3,7,1200,800,1953,0,"98178",47.5084,-122.246,2340,9030 +"2114700384","20150427T000000",280000,3,2.5,1020,2217,"2",0,0,3,7,720,300,2004,0,"98106",47.5343,-122.348,1060,1524 +"9829201020","20141118T000000",1.388e+006,3,1.25,2400,6653,"3",0,2,3,11,2400,0,1992,0,"98122",47.6019,-122.29,1910,6653 +"6918720100","20150130T000000",665000,6,3,2480,9720,"2",0,0,3,8,2480,0,1972,0,"98007",47.6127,-122.145,2480,9200 +"1450100330","20150312T000000",237950,3,1.75,1310,7314,"1",0,0,5,6,1310,0,1960,0,"98002",47.2888,-122.221,1010,7314 +"0518000040","20150102T000000",440000,4,2.75,2420,10200,"1",0,0,3,8,1220,1200,1962,0,"98034",47.72,-122.236,2240,9750 +"4242900245","20150112T000000",618000,2,1,1890,4700,"1",0,0,4,7,1030,860,1928,0,"98107",47.6747,-122.391,2150,4700 +"1231001130","20141113T000000",572000,3,2.25,1860,4000,"1.5",0,0,5,7,1020,840,1920,0,"98118",47.5539,-122.267,1180,4000 +"7445000115","20140527T000000",725000,3,1.5,2500,4774,"1.5",0,2,3,7,1450,1050,1940,0,"98107",47.6567,-122.358,1300,4000 +"7802900504","20140625T000000",454000,3,1,1970,22144,"1",0,0,4,7,1970,0,1970,0,"98065",47.5234,-121.841,1970,13500 +"4317700085","20150122T000000",535000,4,1,1660,10656,"1.5",0,0,4,7,1180,480,1920,0,"98136",47.5391,-122.385,1120,8816 +"8732040580","20141218T000000",249000,3,2.5,1850,7200,"1",0,0,3,7,1500,350,1979,0,"98023",47.3063,-122.384,2140,7500 +"3223039149","20140709T000000",395000,4,2.75,1970,37026,"1",0,0,4,8,1970,0,1961,0,"98070",47.4375,-122.446,1970,51836 +"4073200757","20141231T000000",690000,3,2,1890,6620,"1",0,3,4,8,1890,0,1954,0,"98125",47.7016,-122.274,2590,7188 +"3226049054","20141003T000000",526500,3,1.5,1310,7236,"1",0,0,4,7,1170,140,1928,0,"98103",47.6944,-122.333,1680,8431 +"5490700035","20140807T000000",325000,4,1.5,1870,7220,"2",0,0,3,7,1870,0,1956,0,"98155",47.77,-122.319,1550,7592 +"9834200975","20150210T000000",495000,3,3,1520,4080,"2",0,0,5,7,1520,0,1948,0,"98144",47.572,-122.29,1320,4080 +"3305100210","20141021T000000",825000,5,3,3070,8474,"2",0,0,3,9,3070,0,2011,0,"98033",47.6852,-122.184,3070,8527 +"3123039042","20141223T000000",383000,3,1.5,1400,14850,"1.5",0,0,4,7,1400,0,1910,0,"98070",47.4471,-122.464,1350,14850 +"1105000360","20150428T000000",320000,3,1.75,1960,11931,"1",0,0,3,7,980,980,1954,0,"98118",47.5432,-122.272,1460,4498 +"1724079048","20141208T000000",475000,3,2.5,2680,87117,"1",0,0,3,7,1340,1340,1989,0,"98024",47.5646,-121.935,2580,87117 +"7437100770","20140521T000000",275000,3,2.5,2030,6326,"2",0,0,3,7,2030,0,1993,0,"98038",47.3491,-122.029,1810,6825 +"8925100115","20141015T000000",1.15e+006,2,2.25,2320,9300,"1.5",0,4,5,9,1920,400,1937,0,"98115",47.681,-122.273,2790,9300 +"4019300051","20141125T000000",455000,3,1.75,1760,11371,"1",0,0,5,8,1760,0,1959,0,"98155",47.7616,-122.273,2220,19884 +"5300200085","20140702T000000",262000,5,1,1870,7800,"1",0,0,3,7,1580,290,1962,0,"98168",47.5127,-122.321,1740,7808 +"9417400110","20140915T000000",390000,4,1,1280,4840,"1",0,0,3,7,940,340,1950,0,"98136",47.5477,-122.395,1360,4840 +"9264920870","20141023T000000",300000,3,2.25,1730,10030,"1",0,0,4,8,1730,0,1985,0,"98023",47.3108,-122.345,2090,8823 +"9169600209","20140820T000000",746300,3,1.75,2060,5721,"1",0,2,3,9,1140,920,1964,0,"98136",47.5268,-122.388,2060,8124 +"6123000090","20140908T000000",267000,3,1.5,1030,8223,"1",0,0,4,7,1030,0,1952,0,"98148",47.4282,-122.331,1460,9463 +"2592401080","20150402T000000",525000,3,2.5,1720,7950,"1.5",0,0,4,7,1720,0,1972,0,"98034",47.7178,-122.168,1790,7030 +"2423020090","20150424T000000",570000,3,1.75,1210,7350,"1",0,0,3,7,1210,0,1977,0,"98033",47.7,-122.172,1610,7313 +"2968801130","20141027T000000",360000,4,2.25,2620,8100,"1",0,0,4,7,1550,1070,1964,0,"98166",47.4564,-122.351,1650,8100 +"3325069064","20150326T000000",1.052e+006,3,1,1860,44431,"1",0,0,4,6,1860,0,1947,0,"98074",47.6057,-122.038,2000,44431 +"3629910210","20141103T000000",699950,3,2.5,2510,4106,"2",0,0,3,9,2510,0,2003,0,"98029",47.5494,-121.994,2470,4106 +"0622079089","20140616T000000",375000,4,2.5,2040,109336,"1.5",0,0,4,8,2040,0,1973,0,"98038",47.4193,-121.958,2370,133729 +"1919800090","20141215T000000",625000,4,1.75,2410,6770,"1",0,0,4,7,1220,1190,1924,0,"98103",47.6946,-122.336,1440,6770 +"9274200850","20141016T000000",464050,2,1,780,2750,"1",0,0,4,7,780,0,1928,0,"98116",47.5842,-122.388,1320,4440 +"1737320120","20140502T000000",470000,5,2.5,2210,9655,"1",0,0,3,8,1460,750,1976,0,"98011",47.7698,-122.222,2080,8633 +"2473100450","20140909T000000",330000,4,2,1590,9100,"1",0,0,3,7,1040,550,1967,2014,"98058",47.4465,-122.156,1670,9100 +"7923200150","20140915T000000",537000,4,1.75,2230,7957,"1",0,0,4,7,2230,0,1967,0,"98008",47.5859,-122.122,2230,8040 +"7524600120","20150305T000000",250000,3,2,1560,32137,"1",0,0,5,7,910,650,1976,0,"98092",47.3197,-122.117,1470,29150 +"0424069206","20150112T000000",835000,4,2.5,2950,48351,"2",0,0,3,10,2950,0,1986,0,"98075",47.5938,-122.048,2870,34417 +"9523103590","20150316T000000",770000,4,1,1480,3750,"1.5",0,0,4,7,1480,0,1912,0,"98103",47.6737,-122.354,1570,3750 +"0161000120","20141118T000000",650000,4,2,2850,4497,"1.5",0,1,3,7,1730,1120,1910,0,"98144",47.5876,-122.292,2450,6000 +"1623049241","20141107T000000",335000,3,1.75,2390,30409,"1",0,0,3,7,1560,830,1953,0,"98168",47.4789,-122.296,1750,13500 +"7229700165","20141202T000000",350000,3,1.75,1740,29597,"1",0,0,4,7,1740,0,1965,0,"98059",47.481,-122.115,1560,20741 +"3031200205","20140724T000000",415000,5,2.75,2060,8906,"1",0,0,4,7,1220,840,1978,0,"98118",47.5358,-122.289,1840,8906 +"2600100110","20141119T000000",788000,4,2.5,2680,8778,"2",0,0,4,8,2680,0,1977,0,"98006",47.5516,-122.161,2680,10020 +"5652601140","20141014T000000",640000,4,2.75,3150,7379,"1.5",0,0,4,7,2430,720,1915,0,"98115",47.6968,-122.3,1990,7379 +"2473530100","20140523T000000",388000,4,2.5,2440,7155,"2",0,0,3,8,2440,0,1993,0,"98058",47.4501,-122.126,2450,8109 +"3558900590","20141125T000000",360000,6,1.75,2230,10080,"1",0,0,3,7,1390,840,1969,0,"98034",47.7089,-122.201,2110,8475 +"3558900590","20150324T000000",692500,6,1.75,2230,10080,"1",0,0,3,7,1390,840,1969,0,"98034",47.7089,-122.201,2110,8475 +"8121100395","20140624T000000",425000,4,1.5,1600,6180,"1.5",0,0,3,6,1600,0,1946,0,"98118",47.5681,-122.285,1410,6180 +"8121100395","20150311T000000",645000,4,1.5,1600,6180,"1.5",0,0,3,6,1600,0,1946,0,"98118",47.5681,-122.285,1410,6180 +"7100000110","20150114T000000",340000,3,1,1580,8308,"1.5",0,0,3,7,1580,0,1948,0,"98146",47.5075,-122.379,1200,8308 +"0925069042","20150105T000000",713000,4,3.25,2840,54400,"1",0,0,4,8,2840,0,1984,0,"98053",47.6707,-122.045,2550,43560 +"7568700740","20140521T000000",430000,3,2.75,2550,11160,"2",0,0,3,8,2550,0,1994,0,"98155",47.7351,-122.323,1020,7440 +"7205510230","20150306T000000",280000,3,2.25,1700,7210,"1",0,0,4,7,1250,450,1974,0,"98003",47.3546,-122.318,2070,7300 +"9268700040","20150226T000000",215000,3,2,1470,2052,"1.5",0,0,3,7,1470,0,1986,0,"98003",47.3084,-122.331,1390,2052 +"2473480210","20140528T000000",306000,3,2.5,1680,11193,"2",0,0,3,8,1680,0,1984,0,"98058",47.4482,-122.125,2080,8084 +"4024100120","20140625T000000",299900,3,1,1110,8593,"1",0,0,3,7,1110,0,1979,0,"98155",47.7595,-122.309,1780,8593 +"4038200120","20140825T000000",534000,5,1.75,2120,8625,"1",0,0,3,7,1200,920,1959,0,"98008",47.6118,-122.131,1930,8625 +"4218400395","20140728T000000",1.16e+006,3,2.75,2380,5572,"2",0,4,3,9,1930,450,1939,0,"98105",47.6626,-122.271,3370,5500 +"0669000210","20140716T000000",1.165e+006,3,2.5,2670,5000,"2",0,3,5,9,2000,670,1942,1995,"98144",47.5855,-122.292,2320,5000 +"6018500015","20140711T000000",199990,2,1,890,6430,"1",0,0,3,6,890,0,1935,1997,"98022",47.2003,-121.996,1460,6430 +"2600140120","20140812T000000",946000,4,3,3140,9058,"1",0,0,3,9,2140,1000,1989,0,"98006",47.5462,-122.154,2760,10018 +"6381500090","20150220T000000",295000,4,1,1260,7800,"1.5",0,0,3,7,1260,0,1947,2007,"98125",47.7334,-122.307,1639,7492 +"4109600306","20150218T000000",475000,2,1,920,5157,"1",0,0,3,6,920,0,1909,0,"98118",47.5499,-122.269,1700,5150 +"2624079010","20150429T000000",750000,5,3.5,2990,212137,"2",0,0,3,8,2450,540,1994,0,"98024",47.5298,-121.887,1060,69260 +"7204200025","20141028T000000",1.225e+006,4,2.5,3120,49456,"2",1,4,4,9,2590,530,1974,1989,"98198",47.3535,-122.323,2030,32181 +"8856003525","20150323T000000",183500,3,1,1010,7520,"1",0,0,4,6,1010,0,1975,0,"98001",47.2699,-122.255,1370,8469 +"1695900025","20150327T000000",450000,2,1,1010,3627,"1",0,2,4,6,1010,0,1924,0,"98144",47.5873,-122.294,1630,4040 +"3331001285","20150108T000000",180000,3,1,1020,5500,"1.5",0,0,3,7,1020,0,1961,0,"98118",47.5502,-122.286,1160,5500 +"0239000155","20150105T000000",707000,5,4.5,3540,21217,"2",0,0,4,8,2940,600,1926,0,"98188",47.4274,-122.28,1290,12040 +"1721801280","20150304T000000",230000,2,0.75,900,3527,"1",0,0,3,6,900,0,1939,0,"98146",47.5083,-122.336,1220,4080 +"5557700210","20141209T000000",192500,3,1,1100,9750,"1",0,0,4,7,1100,0,1966,0,"98023",47.3248,-122.345,1190,9750 +"5416500040","20141017T000000",309000,3,2.5,1990,3614,"2",0,0,3,7,1990,0,2005,0,"98038",47.36,-122.039,1980,3800 +"3271300155","20141001T000000",759000,3,1.5,1980,5800,"1",0,0,4,8,1520,460,1949,0,"98199",47.6499,-122.413,2280,5800 +"3303980210","20150427T000000",1.115e+006,4,3.75,4040,14212,"2",0,0,3,11,4040,0,2002,0,"98059",47.5189,-122.147,3940,14212 +"1944900090","20140519T000000",462000,5,1.75,1250,10530,"1",0,0,4,7,1250,0,1966,0,"98007",47.6101,-122.138,1560,8190 +"7663700401","20141220T000000",229000,4,1.5,1820,22814,"1.5",0,0,3,7,1820,0,1920,0,"98125",47.7321,-122.296,1770,9150 +"5694500386","20141020T000000",399950,2,2.25,1140,1184,"2",0,0,3,8,1010,130,1999,0,"98103",47.659,-122.346,1140,1339 +"7227800180","20150403T000000",325000,5,2,1730,10532,"1",0,0,4,5,1730,0,1943,0,"98056",47.5076,-122.178,1940,8501 +"2767604558","20140721T000000",512000,2,2.25,1170,1313,"3",0,0,3,8,1170,0,2007,0,"98107",47.6712,-122.378,1310,1304 +"5422950040","20140725T000000",410000,5,2.75,2910,5802,"2",0,0,3,7,2910,0,2006,0,"98038",47.3591,-122.036,2910,5000 +"2660500283","20140624T000000",210000,2,1,970,5500,"1",0,0,3,7,970,0,1956,0,"98118",47.556,-122.291,1180,6000 +"3308010040","20140925T000000",325000,4,2.25,2130,8499,"1",0,0,4,7,1600,530,1975,0,"98030",47.3657,-122.21,1890,11368 +"5423030040","20150406T000000",685000,3,2.5,2520,10175,"1",0,0,3,8,1630,890,1979,0,"98027",47.5652,-122.089,2220,8388 +"8604900245","20140518T000000",488000,2,2,1360,4688,"1",0,0,3,7,780,580,1944,0,"98115",47.6874,-122.315,1340,4750 +"7349650230","20150302T000000",247500,3,2.25,1620,6000,"1",0,0,3,7,1280,340,1998,0,"98002",47.2835,-122.2,1710,6318 +"8902000175","20140620T000000",489000,4,2,2120,11479,"1",0,0,4,7,1060,1060,1940,0,"98125",47.7084,-122.303,1540,11000 +"0582000065","20141125T000000",725000,4,1.75,2700,6000,"1",0,0,4,8,1450,1250,1953,0,"98199",47.6539,-122.395,2080,6000 +"2123049194","20150409T000000",199950,3,1.5,1370,10317,"1.5",0,0,3,6,1370,0,1958,0,"98168",47.4731,-122.298,1370,9884 +"1830300090","20150401T000000",670000,5,3,2520,13001,"2",0,1,3,8,2010,510,1973,0,"98008",47.6385,-122.114,2170,8215 +"7522600110","20141229T000000",275000,3,2,1540,10410,"1",0,0,4,7,1540,0,1967,0,"98198",47.3662,-122.315,1590,7725 +"5457800740","20150407T000000",1e+006,3,1.75,2610,6360,"2",0,2,3,8,2130,480,1924,0,"98109",47.6287,-122.351,3010,6000 +"5115000100","20140523T000000",255000,3,2,1490,8371,"1.5",0,0,3,7,1490,0,1984,0,"98031",47.3962,-122.189,1350,7846 +"4038400150","20141113T000000",465000,3,1.75,2760,9137,"1",0,0,3,7,1380,1380,1960,0,"98007",47.6079,-122.132,1980,9137 +"1796500100","20150211T000000",259000,3,1.75,1260,3604,"1",0,0,3,7,1260,0,2012,0,"98042",47.3612,-122.103,1430,3767 +"8956000100","20141121T000000",695000,3,3.5,2630,4713,"2",0,2,3,9,2030,600,2008,0,"98027",47.5473,-122.016,2450,4187 +"3876313120","20150501T000000",505000,3,1.75,1800,7210,"1",0,0,3,7,1370,430,1976,0,"98072",47.7346,-122.17,1820,8100 +"6819100040","20140624T000000",631500,2,1,1130,2640,"1",0,0,4,8,1130,0,1927,0,"98109",47.6438,-122.357,1680,3200 +"5318101185","20141016T000000",630500,3,1,1180,3600,"1.5",0,0,3,7,1180,0,1926,0,"98112",47.6337,-122.28,1900,3600 +"0424069112","20140616T000000",999000,4,2.75,2800,19168,"2",0,0,3,10,2800,0,1992,0,"98075",47.5911,-122.037,2010,16020 +"2533300025","20140710T000000",740000,3,1.5,1830,4000,"1",0,0,4,7,1350,480,1910,0,"98119",47.6453,-122.371,1570,3672 +"5101404482","20140929T000000",650000,3,2.5,2220,6380,"1.5",0,0,4,8,1660,560,1931,0,"98115",47.6974,-122.313,950,6380 +"8682231210","20140805T000000",554000,2,2,1870,5580,"1",0,0,3,8,1870,0,2004,0,"98053",47.7101,-122.031,1670,4500 +"1525069021","20141201T000000",400000,3,2.5,2580,214315,"1.5",0,0,3,8,2580,0,1946,1986,"98053",47.6465,-122.024,2580,70131 +"5076700115","20150223T000000",529941,3,2,1660,10000,"1",0,0,4,7,1010,650,1961,0,"98005",47.5852,-122.174,2020,9720 +"3332000615","20141020T000000",310000,3,1,1330,3740,"1.5",0,0,3,6,1330,0,1903,0,"98118",47.5502,-122.274,1330,5053 +"3332000615","20150422T000000",389000,3,1,1330,3740,"1.5",0,0,3,6,1330,0,1903,0,"98118",47.5502,-122.274,1330,5053 +"5569620410","20140909T000000",731781,3,3,2630,4972,"2",0,0,3,9,2630,0,2006,0,"98052",47.693,-122.133,2880,4972 +"3009800015","20150422T000000",502501,2,1,1100,4750,"1",0,0,3,7,1100,0,1946,0,"98116",47.5772,-122.381,1830,4750 +"6189600040","20141117T000000",443000,3,1.75,1810,7950,"1",0,0,4,7,1810,0,1968,0,"98008",47.6236,-122.117,1680,7725 +"9834200365","20140815T000000",607000,3,2,2060,4080,"1",0,0,5,7,1060,1000,1921,0,"98144",47.574,-122.289,1400,4080 +"1959701800","20140702T000000",2.1475e+006,3,3.5,4660,5500,"2",0,4,5,10,3040,1620,1909,0,"98102",47.6465,-122.319,2980,5500 +"8917100153","20140910T000000",585000,4,2.5,2370,15200,"1",0,0,3,8,1660,710,1975,0,"98052",47.6295,-122.089,2360,13879 +"2344300180","20140619T000000",1.027e+006,3,2.5,2430,10500,"2",0,1,3,9,2430,0,1989,0,"98004",47.5818,-122.198,3440,12842 +"3216900100","20140612T000000",315000,3,2.5,1880,7000,"2",0,0,3,8,1880,0,1993,0,"98031",47.4206,-122.184,1880,7000 +"0425000065","20141021T000000",180000,2,1,1150,5695,"1",0,0,4,6,1150,0,1958,0,"98056",47.4989,-122.171,1150,5695 +"2426069085","20140513T000000",322500,3,2,1350,14200,"1",0,0,3,7,1350,0,1989,0,"98019",47.7315,-121.972,2100,15101 +"7199350600","20140602T000000",568500,3,2.75,2180,7519,"1",0,0,4,7,1310,870,1981,0,"98052",47.6959,-122.125,1510,7107 +"6909700040","20140611T000000",813000,4,2.75,3370,6675,"1",0,3,4,8,1920,1450,1948,0,"98144",47.5887,-122.291,2250,5550 +"4147200040","20150414T000000",1.085e+006,5,2.25,3650,13068,"1",0,0,4,10,1850,1800,1976,0,"98040",47.5458,-122.231,2760,13927 +"1062100100","20140626T000000",424000,4,2,2100,4857,"2",0,0,3,8,2100,0,1965,1984,"98155",47.7521,-122.279,1450,5965 +"2124049254","20140717T000000",235000,2,1,670,5600,"1",0,0,3,6,670,0,1903,0,"98108",47.5498,-122.304,1960,7176 +"6841700100","20140929T000000",740000,3,3.5,2420,4000,"2",0,0,5,9,1820,600,1907,0,"98122",47.6054,-122.295,2030,4550 +"7544800195","20140813T000000",415000,1,1,760,3000,"1",0,0,3,7,760,0,1900,0,"98122",47.6059,-122.303,1270,3000 +"8807810110","20140522T000000",432000,3,2.75,2200,14925,"1",0,0,3,6,1100,1100,1982,0,"98053",47.6606,-122.059,1520,14212 +"1126059201","20150504T000000",1.26889e+006,5,3.25,4410,35192,"2",0,2,3,12,3880,530,1990,0,"98072",47.7522,-122.13,4410,59677 +"1422200090","20140915T000000",676500,3,1.75,1300,2446,"1",0,3,3,8,880,420,1961,0,"98122",47.6071,-122.285,2440,5051 +"0871000065","20141120T000000",419000,2,1,720,4592,"1",0,0,4,6,720,0,1943,0,"98199",47.6534,-122.404,1030,5816 +"4054710090","20150320T000000",650000,3,2.5,2180,37042,"2",0,0,3,9,2180,0,1998,0,"98077",47.722,-122.026,2880,32688 +"8075400360","20140822T000000",239000,2,1,1130,15190,"1",0,0,4,7,1130,0,1954,0,"98032",47.3902,-122.283,1490,16920 +"9551202875","20140709T000000",900000,4,2.5,2230,4372,"2",0,0,5,8,1540,690,1935,0,"98103",47.6698,-122.334,2020,4372 +"4027700930","20150428T000000",330000,5,1.75,2100,7347,"1",0,0,3,7,1070,1030,1981,0,"98028",47.7751,-122.268,2170,9418 +"1535204165","20141204T000000",510000,3,1.75,2060,58341,"1",0,4,3,8,1100,960,1982,0,"98070",47.4193,-122.439,1230,14904 +"3303860590","20140627T000000",465000,4,2.5,3060,6000,"2",0,0,3,9,3060,0,2012,0,"98038",47.3689,-122.058,3040,6000 +"1925069066","20140623T000000",1.7e+006,3,2.75,2810,18731,"2",1,4,4,10,2810,0,1974,0,"98052",47.6361,-122.093,3120,14810 +"6137610540","20140827T000000",490000,3,2.25,2550,8588,"1",0,4,3,9,2550,0,1989,0,"98011",47.7711,-122.195,3050,8588 +"2525049263","20140709T000000",2.68e+006,5,3,4290,20445,"2",0,0,4,11,4290,0,1985,0,"98039",47.6217,-122.239,3620,22325 +"0126059310","20141130T000000",1e+006,3,2.25,3040,52302,"1",0,0,3,9,3040,0,2005,0,"98072",47.7635,-122.112,2070,38600 +"4254000540","20140708T000000",469950,4,2.75,2530,14178,"2",0,0,3,8,2530,0,1997,0,"98019",47.737,-121.955,2530,14055 +"5101405067","20140509T000000",536000,3,1.75,1300,5413,"1.5",0,0,3,7,1300,0,1925,1992,"98115",47.6988,-122.32,1590,6380 +"5468000180","20150305T000000",244950,4,2.5,1790,19177,"1",0,0,4,7,1790,0,1966,0,"98030",47.3617,-122.172,1760,11726 +"1930301220","20150417T000000",575000,3,1,1530,2400,"1",0,0,4,7,890,640,1928,0,"98103",47.6543,-122.354,1240,2400 +"9282801450","20150325T000000",361000,5,2.75,2380,7500,"1",0,0,3,7,1300,1080,1984,0,"98178",47.5009,-122.235,2400,6000 +"4037000925","20150327T000000",650000,5,2.25,2400,13450,"1",0,0,5,7,1200,1200,1957,0,"98008",47.6007,-122.117,1950,10361 +"3336000230","20150323T000000",230005,2,1,1030,6000,"1",0,0,2,7,830,200,1951,0,"98118",47.5291,-122.268,1770,5000 +"3621059043","20140527T000000",293000,4,2.5,3250,235063,"1",0,2,3,9,3250,0,1973,0,"98092",47.2582,-122.113,1600,44287 +"0126049231","20140516T000000",445000,3,3,1970,24318,"1",0,0,3,8,1970,0,2010,0,"98028",47.7651,-122.246,2150,14695 +"3331000220","20140814T000000",280000,4,1.5,1940,6386,"1",0,0,3,7,1140,800,1954,0,"98118",47.5533,-122.285,1340,6165 +"3904900230","20140716T000000",520000,3,2.25,1850,10855,"1",0,0,3,8,1370,480,1985,0,"98029",47.5696,-122.02,1850,8209 +"0525069133","20140805T000000",780000,4,3.25,3900,40962,"2",0,0,3,10,3900,0,1991,0,"98053",47.683,-122.063,1730,11775 +"2721049061","20140709T000000",625000,3,1.75,3160,76230,"1",0,0,4,8,2160,1000,1978,0,"98001",47.274,-122.287,1990,45789 +"5381000411","20150410T000000",239950,3,1.75,1440,7200,"1",0,0,3,7,1440,0,1986,0,"98188",47.4473,-122.284,1640,9167 +"0603000150","20140616T000000",335000,3,1.5,2040,6000,"1",0,0,3,7,1340,700,1957,0,"98118",47.5218,-122.286,1190,6000 +"3904960690","20150417T000000",612000,3,2.5,2120,7401,"2",0,0,3,8,2120,0,1989,0,"98029",47.5781,-122.018,2010,7972 +"7686202730","20140804T000000",200000,2,1,830,8000,"1",0,0,3,6,830,0,1954,0,"98198",47.4215,-122.318,1300,8000 +"9264910300","20140710T000000",345000,3,1.75,3140,8571,"1",0,0,4,8,1670,1470,1985,0,"98023",47.3074,-122.337,2590,7949 +"1437910090","20150128T000000",520000,4,2.5,2410,6440,"1",0,0,3,8,1550,860,1974,0,"98034",47.7153,-122.191,2330,6938 +"2652500740","20140618T000000",855000,4,2.25,2190,4080,"2",0,0,3,8,1800,390,1918,0,"98119",47.6425,-122.358,2100,4080 +"9274200735","20150507T000000",567500,4,1.75,2190,5060,"1",0,0,3,7,1190,1000,1950,0,"98116",47.5846,-122.387,1510,4600 +"1745000090","20141110T000000",208000,3,1.5,1210,7247,"1",0,0,4,7,1210,0,1967,0,"98003",47.328,-122.321,1370,7869 +"5101405338","20140821T000000",452000,3,1.75,1880,16239,"1",0,0,3,7,880,1000,1922,0,"98115",47.7004,-122.304,1260,7528 +"9348500220","20140728T000000",555000,3,3,2410,12183,"2",0,0,3,9,2410,0,1988,0,"98011",47.747,-122.177,2540,9979 +"1066600090","20140905T000000",519000,5,2.75,2620,8861,"1",0,0,5,8,1350,1270,1979,0,"98056",47.5226,-122.183,1940,10800 +"3331500455","20141203T000000",474950,3,2.25,1850,2575,"2",0,0,3,9,1850,0,2013,0,"98118",47.5525,-122.273,1080,4120 +"1427300120","20150121T000000",419000,3,2.25,1760,16418,"1",0,0,3,7,1190,570,1990,0,"98053",47.6525,-121.985,2260,20747 +"1861400068","20140911T000000",390000,2,1,860,1800,"1",0,0,3,7,860,0,1909,0,"98119",47.6334,-122.371,2160,3120 +"4040500100","20141020T000000",539000,7,2.25,2620,6890,"2",0,0,4,7,2620,0,1961,0,"98007",47.6123,-122.134,2070,7910 +"6117501250","20140801T000000",569000,4,1.75,2400,21196,"1",0,0,5,8,1590,810,1956,0,"98166",47.4282,-122.347,2200,19134 +"9523103990","20141208T000000",611000,3,1,1850,5000,"1.5",0,0,3,7,1850,0,1922,0,"98103",47.6727,-122.351,1850,5000 +"3221069054","20141028T000000",760000,3,2.5,4040,147856,"2",0,0,3,9,4040,0,2004,0,"98092",47.2711,-122.067,3000,125452 +"8838900032","20140518T000000",732000,3,2,1940,55756,"1",0,0,5,9,1940,0,1954,0,"98007",47.5913,-122.149,2330,10018 +"1455100355","20140708T000000",1.675e+006,3,2.5,3490,8343,"2",1,4,4,9,2150,1340,1939,1991,"98125",47.7265,-122.281,2990,13104 +"1853080120","20140903T000000",919950,5,2.75,3170,7062,"2",0,0,3,9,3170,0,2014,0,"98074",47.5937,-122.061,3210,6891 +"2806800120","20140610T000000",400000,4,2.5,2530,7563,"1",0,0,3,7,1440,1090,1978,0,"98011",47.7762,-122.21,1960,7811 +"3216000090","20140729T000000",785000,4,2.5,3230,21781,"2",0,0,3,9,3230,0,1993,0,"98053",47.6318,-122.01,3230,21780 +"1525059165","20140629T000000",835000,3,2.25,2120,54014,"2",0,0,4,9,2120,0,1964,0,"98005",47.6482,-122.159,3280,50690 +"8901000835","20150211T000000",640500,2,1.75,1640,6750,"1",0,0,4,8,1340,300,1939,0,"98125",47.7068,-122.308,1760,7490 +"8001400300","20150316T000000",310000,4,2.5,2130,9013,"2",0,0,3,8,2130,0,1988,0,"98001",47.3208,-122.273,2350,8982 +"1138000450","20141016T000000",355000,4,1,1440,7215,"1.5",0,0,3,7,1440,0,1969,0,"98034",47.7133,-122.212,1150,7215 +"2485000100","20140529T000000",685000,3,1.75,1940,7313,"1",0,1,4,8,1440,500,1960,0,"98136",47.5239,-122.387,2160,7200 +"7689600215","20141017T000000",202500,3,1,1120,8576,"1",0,0,3,6,1120,0,1943,0,"98178",47.4896,-122.248,1050,8812 +"7852010940","20150505T000000",540000,3,2.5,2400,5817,"2",0,0,3,8,2400,0,1998,0,"98065",47.5371,-121.87,2420,5817 +"0739980360","20141117T000000",295000,4,2.5,1810,4871,"2",0,0,3,8,1810,0,1999,0,"98031",47.4088,-122.192,1850,5003 +"1102001055","20150424T000000",518000,3,1,1270,6612,"1.5",0,3,3,7,1270,0,1927,0,"98118",47.5433,-122.264,2100,7680 +"2781250970","20150501T000000",250000,2,1.75,1350,4023,"1",0,0,3,7,1350,0,2005,0,"98038",47.3493,-122.023,1370,3570 +"3624079067","20140508T000000",330000,2,2,1550,435600,"1.5",0,0,2,7,1550,0,1972,0,"98065",47.5145,-121.853,1600,217800 +"4443800785","20141121T000000",481000,2,1,1620,3880,"1",0,0,4,7,920,700,1924,0,"98117",47.6855,-122.391,1330,3880 +"3303900090","20141023T000000",898000,3,2.25,2650,12845,"1",0,3,3,9,1770,880,1977,0,"98034",47.7209,-122.256,2650,12902 +"0686530530","20140804T000000",570000,5,1.75,2510,9750,"1.5",0,0,3,8,2510,0,1969,0,"98052",47.6635,-122.149,1900,9750 +"4254000220","20150307T000000",475000,4,2.5,2040,16200,"2",0,0,3,8,2040,0,1997,0,"98019",47.7366,-121.958,2530,15389 +"7575600610","20150209T000000",265000,3,2.5,1660,5250,"2",0,0,4,8,1660,0,1988,0,"98003",47.3541,-122.3,1630,5505 +"7631800110","20140918T000000",380000,3,2.5,1980,17342,"2",1,4,3,10,1580,400,1984,0,"98166",47.4551,-122.373,2060,17313 +"7732410120","20140819T000000",790000,4,2.5,2690,8036,"2",0,0,4,9,2690,0,1987,0,"98007",47.6596,-122.144,2420,8087 +"2493200040","20150312T000000",620000,2,2.25,2910,6110,"2",0,2,4,9,2910,0,1985,0,"98136",47.5279,-122.387,2090,5763 +"2568300040","20140819T000000",709050,4,3.5,2720,9000,"2",0,0,3,8,2670,50,1997,0,"98125",47.7034,-122.297,1960,7772 +"1781500385","20140806T000000",296500,3,1,1280,5100,"1",0,0,3,7,1280,0,1948,0,"98126",47.5259,-122.38,1380,7140 +"0626710220","20140813T000000",475000,3,2.5,2160,35912,"2",0,0,3,8,2160,0,1982,0,"98077",47.7273,-122.083,2230,35244 +"9414500230","20141022T000000",440000,3,2.25,1760,10835,"1",0,0,4,8,1290,470,1976,0,"98027",47.522,-122.048,2050,10488 +"6638900405","20141208T000000",405000,2,1,800,6016,"1",0,0,3,6,800,0,1942,0,"98117",47.6913,-122.369,1470,3734 +"7327902612","20150513T000000",269500,2,1,930,4000,"1",0,0,3,6,730,200,1943,0,"98108",47.5321,-122.323,1100,5000 +"7923600330","20141119T000000",520000,5,1.75,2040,5280,"1",0,0,4,7,1020,1020,1961,0,"98007",47.5941,-122.144,1720,7344 +"2011400782","20140804T000000",229500,1,1,1180,22000,"1",0,2,3,6,1180,0,1948,0,"98198",47.4007,-122.323,1890,11761 +"0821049149","20141009T000000",335000,4,1.75,2000,10890,"1",0,0,4,7,1390,610,1961,0,"98003",47.3203,-122.321,1520,9250 +"4054700300","20141021T000000",680000,4,2.75,3310,50951,"2",0,0,3,9,3310,0,1998,0,"98077",47.7249,-122.027,3230,39340 +"3931900580","20150313T000000",1.389e+006,4,3.5,3130,3900,"2",0,0,3,9,2550,580,2008,0,"98115",47.6849,-122.327,1830,3900 +"2485000165","20141215T000000",740000,4,2.5,2300,9900,"1",0,2,3,8,1600,700,1961,0,"98136",47.5256,-122.385,2510,7500 +"1117000150","20150317T000000",270000,3,2.25,2140,9990,"1",0,0,4,8,2140,0,1962,0,"98003",47.3484,-122.298,2060,9990 +"4321200600","20150504T000000",510000,4,2,2210,5572,"1.5",0,3,3,7,1760,450,1911,0,"98126",47.5727,-122.376,1760,4713 +"0123039364","20140521T000000",300000,2,1,970,13700,"1",0,0,3,6,970,0,1949,0,"98106",47.515,-122.362,1570,10880 +"2175100205","20150323T000000",1.29889e+006,5,2.25,2690,10800,"1",0,3,4,8,2020,670,1956,0,"98040",47.5821,-122.247,3380,9134 +"8813400165","20140819T000000",675000,4,2,1890,5188,"1.5",0,0,4,7,1670,220,1940,0,"98105",47.6633,-122.287,1800,4848 +"2597531020","20141104T000000",925850,6,3.25,3140,14923,"2",0,0,3,10,3140,0,1991,0,"98006",47.5411,-122.133,2980,10758 +"0723069013","20140718T000000",255500,2,1,1440,43560,"1",0,0,4,7,1150,290,1965,0,"98027",47.4916,-122.082,1870,56628 +"1137800230","20140514T000000",450000,3,2.5,2910,17172,"2",0,0,3,10,2910,0,1989,0,"98003",47.2789,-122.331,2910,20048 +"3221069057","20141105T000000",280000,3,1,1310,22652,"1",0,0,3,7,1310,0,1968,0,"98092",47.2574,-122.072,1600,103672 +"3832500230","20150105T000000",245000,4,2.25,2140,8800,"2",0,0,4,7,2140,0,1963,0,"98032",47.3655,-122.291,2060,9790 +"1138010220","20150317T000000",344950,3,1,1090,6712,"1",0,0,4,7,1090,0,1972,0,"98034",47.7155,-122.211,1440,7350 +"3205500230","20140811T000000",381000,3,1.75,1330,7216,"1",0,0,3,7,1330,0,1969,0,"98034",47.7199,-122.18,1500,8000 +"4389201241","20141230T000000",1.945e+006,4,4,4690,6900,"2",0,0,3,11,3480,1210,2001,0,"98004",47.6165,-122.216,2800,11240 +"9808700025","20150211T000000",1.5e+006,3,1.5,1910,21374,"1",0,0,1,8,1910,0,1955,0,"98004",47.6453,-122.214,2850,16167 +"4399210110","20140619T000000",232603,3,1.75,1750,11461,"2",0,0,4,7,1750,0,1976,0,"98002",47.3173,-122.21,2140,11276 +"7972602490","20141212T000000",220000,5,2.5,1760,10200,"1.5",0,0,3,6,1760,0,1925,0,"98106",47.5271,-122.351,1370,7620 +"2128000180","20140811T000000",600000,4,1.75,1810,7700,"1",0,0,5,8,1390,420,1977,0,"98033",47.6976,-122.169,2080,7700 +"4345000090","20141105T000000",239000,3,2.5,1360,5754,"2",0,0,3,7,1360,0,1994,0,"98030",47.3645,-122.183,1360,7050 +"6413100242","20140826T000000",400000,3,1.75,1730,9211,"1",0,0,3,8,1730,0,1961,0,"98125",47.7149,-122.322,1440,9211 +"4218400455","20140708T000000",2.18e+006,6,2.75,4710,11000,"2",0,3,3,10,3690,1020,1931,0,"98105",47.6622,-122.272,2950,5300 +"1568100220","20140908T000000",350000,3,1,1010,8551,"1",0,0,5,7,1010,0,1953,0,"98155",47.7351,-122.295,1310,8504 +"1626069220","20140905T000000",562000,3,2.5,2400,97138,"2",0,0,5,8,2400,0,1983,0,"98077",47.7361,-122.046,2230,54450 +"3342103149","20140910T000000",380000,3,1.5,1540,8400,"1",0,0,5,7,1540,0,1968,0,"98056",47.5237,-122.199,1690,7689 +"8127700410","20141015T000000",511200,4,1.75,1480,7875,"1",0,0,3,7,740,740,1927,0,"98199",47.643,-122.397,1680,5851 +"3629970090","20141014T000000",680000,4,2.5,2520,5000,"2",0,0,3,9,2520,0,2004,0,"98029",47.5524,-121.992,2910,5001 +"8910500237","20140726T000000",350000,3,3.25,1210,941,"2",0,0,3,8,1000,210,2002,0,"98133",47.7114,-122.356,1650,1493 +"0621069218","20150219T000000",410000,5,2.5,2670,184140,"1",0,0,3,8,1410,1260,1980,0,"98042",47.3429,-122.097,1860,35719 +"3394100230","20140522T000000",1.05e+006,4,2.5,3030,12590,"1.5",0,0,4,10,3030,0,1988,0,"98004",47.5806,-122.193,2980,11635 +"8682211030","20141028T000000",391265,3,2,1440,3900,"1",0,0,3,8,1440,0,2002,0,"98053",47.7022,-122.021,1350,3900 +"5427100150","20140626T000000",1.41e+006,4,2.25,3250,16684,"2",0,0,3,9,3250,0,1979,0,"98039",47.6334,-122.229,2890,16927 +"7579200600","20150428T000000",575000,3,2,1750,5750,"1",0,2,5,7,870,880,1956,0,"98116",47.5579,-122.384,1750,5750 +"7302000610","20150508T000000",316000,4,1.5,2120,46173,"2",0,0,3,7,2120,0,1974,0,"98053",47.6503,-121.968,2000,46173 +"3004800175","20150416T000000",165000,3,1,1050,5156,"1.5",0,0,3,7,1050,0,1919,0,"98106",47.5169,-122.358,1050,5502 +"2397101055","20140812T000000",850000,3,2.25,1950,3600,"1.5",0,0,5,8,1430,520,1911,0,"98119",47.637,-122.363,1950,3600 +"2354300845","20140804T000000",210000,3,1,1020,6000,"1",0,0,3,5,1020,0,1900,0,"98027",47.5281,-122.031,2070,7200 +"0984220330","20140824T000000",325000,4,2.5,1820,9161,"1",0,0,4,7,1220,600,1975,0,"98058",47.4333,-122.168,1860,7650 +"7273100026","20150407T000000",682000,4,2.5,2390,53941,"2",0,0,3,8,2390,0,1989,0,"98053",47.7066,-122.08,2610,104108 +"6386200100","20140718T000000",430000,3,2.5,1400,7508,"2",0,0,4,7,1400,0,1987,0,"98034",47.7233,-122.167,1710,7700 +"9324800025","20141125T000000",325500,3,1.5,1540,8110,"1",0,0,4,7,1190,350,1959,0,"98125",47.7329,-122.291,1290,8110 +"4058800930","20140720T000000",385000,3,1.75,2370,6360,"1",0,3,3,7,1280,1090,1954,0,"98178",47.5039,-122.24,1990,6360 +"1972201161","20150323T000000",435000,1,1,670,1800,"1",0,0,5,6,670,0,1905,0,"98103",47.654,-122.35,1330,3360 +"2202500025","20140721T000000",550000,4,1,2420,15520,"2",0,0,4,7,2420,0,1945,0,"98006",47.5744,-122.137,1630,9965 +"4077800258","20141009T000000",400000,3,1,1000,7800,"1",0,0,4,6,860,140,1930,0,"98125",47.7098,-122.283,1700,7800 +"2558700220","20140721T000000",503000,4,2.75,2100,7350,"1",0,0,5,7,1240,860,1978,0,"98034",47.7194,-122.172,2490,7350 +"0290200230","20140819T000000",676000,4,2.5,2800,5368,"2",0,0,3,8,2800,0,2003,0,"98074",47.6076,-122.053,2790,5368 +"1951100100","20141113T000000",180000,3,1,940,11055,"1.5",0,0,4,7,940,0,1959,0,"98032",47.3732,-122.295,1420,9100 +"9499200220","20140611T000000",234000,3,2,1640,5280,"1.5",0,0,5,6,1640,0,1910,0,"98002",47.3089,-122.213,1160,7875 +"0999000215","20140512T000000",734200,4,2.5,2760,5000,"1.5",0,0,5,7,1680,1080,1928,0,"98107",47.6726,-122.371,1850,5000 +"0822069118","20140729T000000",920000,3,3.25,3660,66211,"2",0,0,3,10,3660,0,2003,0,"98038",47.4087,-122.062,3660,107153 +"2425049066","20140616T000000",1.92e+006,4,2.5,3070,34412,"1",0,3,4,9,2070,1000,1950,0,"98039",47.64,-122.24,3780,27940 +"7950700110","20141209T000000",224000,3,1.75,1100,10125,"1",0,0,4,7,1100,0,1969,0,"98092",47.3232,-122.103,1520,10125 +"9253900408","20150408T000000",1.4e+006,3,2.75,3130,19530,"1",1,4,3,8,1690,1440,1947,1984,"98008",47.5895,-122.111,2980,18782 +"3313600077","20140919T000000",185000,3,1,1320,7155,"1",0,0,4,6,1320,0,1961,0,"98002",47.2857,-122.22,1070,8100 +"0452001540","20140818T000000",554600,3,1.75,1470,5000,"1.5",0,0,5,7,1470,0,1900,0,"98107",47.6755,-122.369,1530,5000 +"3832710210","20140825T000000",268000,3,1.75,1480,8009,"1",0,0,3,7,980,500,1980,0,"98032",47.3657,-122.28,1790,7678 +"8563000300","20140915T000000",675000,4,2.25,2260,8715,"1",0,0,4,8,1530,730,1976,0,"98008",47.6237,-122.106,2220,8650 +"1313000650","20140711T000000",620000,4,2.25,2210,10039,"1",0,0,4,8,1710,500,1967,0,"98052",47.634,-122.101,2070,10965 +"3424069066","20140521T000000",396450,3,1.75,1540,12446,"1",0,0,5,8,1540,0,1967,0,"98027",47.5172,-122.027,1330,11508 +"2206500300","20140820T000000",565000,5,1.75,1910,9720,"1",0,0,4,7,1390,520,1955,0,"98006",47.5772,-122.159,1750,9720 +"3083001095","20140824T000000",410000,3,1.75,1760,3520,"1",0,0,3,7,1160,600,1966,0,"98144",47.5773,-122.303,1840,5000 +"0809002290","20140519T000000",1.19e+006,4,3,2240,6000,"1.5",0,0,4,8,1270,970,1914,0,"98109",47.6369,-122.35,2240,4250 +"6669070220","20140821T000000",716125,3,2.25,2110,7279,"1",0,0,4,9,2110,0,1984,0,"98033",47.6669,-122.17,2130,7279 +"2325069054","20140521T000000",225000,2,1,1396,111949,"1",0,0,3,7,1396,0,1940,1997,"98053",47.6374,-122.007,2020,111949 +"8820901792","20140711T000000",640000,4,2.75,3040,7274,"2",0,3,3,9,2320,720,1986,0,"98125",47.7184,-122.28,2830,10080 +"3488300110","20140910T000000",374000,2,1,1140,5650,"1",0,1,3,6,980,160,1920,0,"98116",47.5634,-122.391,1220,5700 +"3971700330","20150415T000000",415000,4,2,1780,12161,"1",0,0,5,7,1160,620,1950,0,"98155",47.7746,-122.323,1780,8170 +"5561400220","20140819T000000",592500,4,2.5,3370,35150,"1",0,0,5,8,1770,1600,1993,0,"98027",47.461,-122.002,2920,41241 +"2979800762","20140904T000000",365000,3,2.5,1484,1761,"3",0,0,3,7,1484,0,2003,0,"98115",47.6844,-122.317,1484,4320 +"6600220300","20140914T000000",600000,4,2.5,2230,12753,"1",0,0,4,7,1180,1050,1981,0,"98074",47.6297,-122.033,1860,12753 +"2817910220","20141216T000000",465000,4,2.5,2820,39413,"2",0,0,4,9,2820,0,1989,0,"98092",47.3064,-122.1,2910,39413 +"7696620100","20150422T000000",254999,3,1,1580,7560,"1",0,0,4,7,1000,580,1976,0,"98001",47.3318,-122.277,1580,7560 +"7760400900","20140916T000000",279000,4,2.5,2040,8076,"2",0,0,3,7,2040,0,1994,0,"98042",47.3691,-122.074,2040,8408 +"3353404265","20141231T000000",460000,3,2.5,2720,40813,"2",0,0,3,8,2720,0,2001,0,"98001",47.2619,-122.271,2250,40511 +"9828702666","20140728T000000",507000,4,2.25,1490,956,"2",0,0,3,7,1020,470,2005,0,"98122",47.6184,-122.301,1510,1350 +"1823059223","20140520T000000",291000,3,1.75,1560,9788,"1",0,0,3,7,1560,0,1964,0,"98178",47.4876,-122.226,1840,11180 +"2197600388","20141202T000000",350000,2,1.5,830,1077,"2",0,0,3,7,830,0,2006,0,"98122",47.6058,-122.319,830,1366 +"4239400300","20141129T000000",90000,3,1,980,2490,"2",0,0,4,6,980,0,1969,0,"98092",47.317,-122.182,980,3154 +"1328300820","20140806T000000",329000,3,1.75,1980,7000,"1",0,0,4,8,1360,620,1977,0,"98058",47.4442,-122.129,1880,7200 +"7805450870","20140814T000000",909000,4,2.5,3680,11648,"2",0,0,3,10,3680,0,1986,0,"98006",47.5604,-122.107,2830,11251 +"0419000035","20141015T000000",187000,2,1,860,5400,"1",0,0,4,5,860,0,1953,0,"98056",47.492,-122.171,960,5400 +"3131201105","20140709T000000",580000,3,1.75,1850,5100,"1",0,0,3,7,1020,830,1909,0,"98105",47.6605,-122.326,1850,5100 +"0112900110","20140903T000000",345000,3,2.5,1620,5992,"2",0,0,3,7,1620,0,2001,0,"98019",47.736,-121.965,1620,4644 +"5249802240","20140515T000000",497000,4,2.5,2240,7200,"2",0,0,3,8,2240,0,1995,0,"98118",47.5636,-122.275,1860,6600 +"7950302345","20140815T000000",345000,3,1,1010,3060,"1.5",0,0,3,6,1010,0,1904,0,"98118",47.5657,-122.285,1330,4590 +"2473371570","20141119T000000",313500,3,1.75,1610,7350,"1",0,0,3,8,1610,0,1974,0,"98058",47.4503,-122.131,2120,7350 +"3982700088","20150402T000000",910000,3,2.5,2720,7250,"2",0,0,3,9,2720,0,1990,0,"98033",47.6894,-122.195,2870,7250 +"3448000755","20140604T000000",399950,3,1.5,2080,5244,"1",0,0,3,7,1190,890,1959,0,"98125",47.7144,-122.293,1850,6982 +"1446400615","20140527T000000",268000,4,2,1930,6600,"1",0,0,4,7,1030,900,1967,0,"98168",47.482,-122.332,1220,6600 +"2484700145","20141229T000000",559000,4,1.75,2250,8458,"1",0,0,3,8,1450,800,1954,0,"98136",47.5235,-122.383,1950,7198 +"1753500100","20140709T000000",309000,3,2.25,1980,8755,"1",0,0,4,7,1300,680,1963,0,"98198",47.3922,-122.321,2030,8671 +"7853300770","20140609T000000",410000,3,2.5,1960,4400,"2",0,0,3,7,1960,0,2006,0,"98065",47.5384,-121.889,2060,4400 +"7236100015","20140520T000000",259000,3,1,1320,8625,"1",0,0,4,7,1320,0,1957,0,"98056",47.4902,-122.179,1370,8295 +"1959701695","20141124T000000",950000,5,2,2940,5500,"2",0,0,4,9,2340,600,1909,0,"98102",47.6466,-122.321,2940,5500 +"4024101421","20141202T000000",320000,4,1,1460,7200,"1.5",0,0,4,7,1460,0,1955,0,"98155",47.7602,-122.306,1690,7357 +"0327000165","20150413T000000",1.15e+006,4,2.5,2330,30122,"1",0,1,3,8,1490,840,1951,0,"98115",47.6843,-122.267,2430,6726 +"7893800534","20141124T000000",394250,3,2,2620,10107,"1",0,3,3,7,2620,0,1982,0,"98198",47.4096,-122.329,1730,7812 +"6430500191","20141106T000000",315000,1,1,700,3876,"1",0,0,3,6,700,0,1910,0,"98103",47.6886,-122.352,1150,3952 +"2354300835","20141224T000000",480000,2,2,1140,12000,"1",0,0,3,6,1140,0,1943,0,"98027",47.5277,-122.031,1880,6125 +"9510300220","20140804T000000",556000,3,2.5,2750,35440,"2",0,0,3,9,2750,0,1994,0,"98045",47.4745,-121.723,2710,35440 +"7852130410","20141027T000000",450000,3,2.5,2480,5647,"2",0,0,3,7,2480,0,2002,0,"98065",47.5355,-121.88,2510,5018 +"5101406522","20141001T000000",420000,3,1.5,1130,5413,"1",0,0,3,7,940,190,1946,0,"98125",47.7021,-122.32,1400,7168 +"2768200090","20150317T000000",890000,6,3.75,2770,5000,"1",0,0,3,8,1870,900,1969,0,"98107",47.669,-122.365,1570,2108 +"1761300650","20141006T000000",295000,4,2,1710,8814,"1",0,0,5,7,1030,680,1975,0,"98031",47.395,-122.174,1710,7272 +"1081330210","20140911T000000",410000,4,2.25,2150,27345,"2",0,0,5,8,2150,0,1976,0,"98059",47.469,-122.121,2200,11923 +"4137070090","20140611T000000",308900,3,2.5,2250,7294,"2",0,0,3,8,2250,0,1994,0,"98092",47.2636,-122.212,2140,7363 +"0327000100","20141022T000000",1.161e+006,4,2.5,2960,26742,"1",0,3,3,8,1480,1480,1949,1996,"98115",47.6846,-122.268,2500,9460 +"8682281510","20150128T000000",665000,2,2.5,2300,6984,"1",0,0,3,8,2300,0,2006,0,"98053",47.7087,-122.015,1820,4950 +"3297700100","20140903T000000",577000,3,1.75,1740,5500,"1",0,0,5,7,970,770,1953,0,"98116",47.577,-122.395,1740,7250 +"7518506717","20140917T000000",959000,3,2.5,2830,3750,"3",0,0,3,10,2830,0,2014,0,"98117",47.6799,-122.385,1780,5000 +"0065000210","20140626T000000",471000,2,1.75,1240,6417,"1",0,0,5,7,1240,0,1924,0,"98126",47.5439,-122.379,1800,6417 +"3905040590","20150421T000000",560000,3,2.5,2180,7169,"2",0,0,3,8,2180,0,1990,0,"98029",47.5714,-122.002,2150,5914 +"5451210150","20140514T000000",955000,5,2.25,2510,9887,"2",0,0,3,8,2510,0,1972,0,"98040",47.5339,-122.223,2510,10006 +"1778360150","20140620T000000",1.24e+006,7,5.5,6630,13782,"2",0,0,3,10,4930,1700,2004,0,"98006",47.5399,-122.118,4470,8639 +"6649900301","20141231T000000",579000,3,2.5,2300,18540,"1",0,0,3,8,1800,500,1961,0,"98177",47.7767,-122.369,2460,18540 +"9264901490","20150428T000000",335000,4,2.25,3220,7889,"2",0,0,3,8,3220,0,1978,0,"98023",47.3112,-122.339,2120,7651 +"7853220910","20140915T000000",485000,3,2.5,2270,7887,"2",0,2,3,8,2270,0,2004,0,"98065",47.5326,-121.855,2550,7133 +"9346700150","20140702T000000",552000,3,2.5,1840,9900,"1",0,0,3,9,1840,0,1978,0,"98007",47.6131,-122.151,2730,9900 +"2327000110","20140714T000000",950000,4,3.25,3820,15293,"2",0,0,3,10,3820,0,2003,0,"98074",47.6097,-122.017,2790,7142 +"7137900490","20150316T000000",203700,3,2,1660,7958,"1",0,0,3,7,1130,530,1983,0,"98092",47.3187,-122.171,1550,7647 +"9264960850","20140709T000000",412000,4,3.5,3360,9767,"2",0,0,3,9,2450,910,1990,0,"98023",47.3047,-122.347,2580,8757 +"1545808960","20150106T000000",237500,3,2,1350,8960,"1",0,0,4,7,1350,0,1986,0,"98038",47.3614,-122.045,1470,8288 +"0486000085","20140815T000000",866800,4,3.5,2970,5000,"2",0,2,3,9,2200,770,2001,0,"98117",47.6772,-122.399,1470,4560 +"7977200945","20150310T000000",425000,3,1,1000,5100,"1",0,0,3,7,860,140,1946,0,"98115",47.6857,-122.293,1000,5100 +"3056700150","20140625T000000",200000,3,2,1190,6833,"1",0,0,3,7,1190,0,1995,0,"98092",47.3191,-122.18,1540,8000 +"7896300150","20140929T000000",280000,3,1.75,1670,6034,"1",0,0,3,7,990,680,1957,0,"98118",47.5209,-122.286,1230,6034 +"7399100210","20141126T000000",140000,3,1.5,1200,2002,"2",0,0,3,8,1200,0,1966,0,"98055",47.4659,-122.189,1270,1848 +"2473370110","20141114T000000",370000,5,2.5,2250,10400,"1",0,0,3,8,1280,970,1973,0,"98058",47.4501,-122.139,2140,9592 +"2770605420","20140916T000000",550000,2,0.75,1040,4000,"1",0,0,3,7,930,110,1909,0,"98119",47.6489,-122.372,1700,4800 +"7856400300","20140702T000000",1.4116e+006,2,2.5,3180,9400,"2",0,4,5,10,2610,570,1985,0,"98006",47.5617,-122.158,3760,9450 +"7856400300","20150322T000000",1.505e+006,2,2.5,3180,9400,"2",0,4,5,10,2610,570,1985,0,"98006",47.5617,-122.158,3760,9450 +"7923700330","20140528T000000",510000,4,1.5,2040,8800,"1",0,0,4,7,1020,1020,1961,0,"98007",47.5965,-122.139,1490,8800 +"5632500110","20140716T000000",351000,3,1,1160,10518,"1",0,0,3,7,1160,0,1960,0,"98028",47.7343,-122.22,1670,9380 +"0723049219","20150325T000000",210000,3,1,880,10800,"1",0,0,3,6,880,0,1942,0,"98146",47.4949,-122.338,1100,8820 +"2320069111","20150507T000000",449999,4,1.75,2290,36900,"1.5",0,2,5,7,1690,600,1938,0,"98022",47.2034,-122.003,2170,12434 +"7972604345","20140519T000000",137000,3,1,950,7620,"1",0,0,3,6,950,0,1954,0,"98106",47.5178,-122.346,1260,7620 +"3222069156","20141217T000000",270000,3,1,1010,14510,"1",0,0,5,7,1010,0,1974,0,"98042",47.3437,-122.078,2020,44866 +"1722069097","20141229T000000",540000,3,2.5,3100,100188,"1",0,0,4,7,1820,1280,1981,0,"98038",47.3928,-122.066,2430,104979 +"4022905473","20141205T000000",565000,5,3,2560,12480,"1",0,0,3,8,1590,970,2012,0,"98155",47.7657,-122.284,2500,17299 +"5318101695","20150409T000000",940000,4,1.5,2430,3600,"2.5",0,0,3,8,2430,0,1980,0,"98112",47.6351,-122.285,2020,4800 +"5216200090","20140616T000000",385000,2,1,830,26329,"1",1,3,4,6,830,0,1928,0,"98070",47.4012,-122.425,2030,27338 +"9526500090","20140822T000000",400000,3,3,2090,7634,"1",0,0,3,8,1450,640,2001,0,"98019",47.7408,-121.974,2090,9600 +"0423059039","20150321T000000",365000,3,2,2030,8649,"1",0,0,3,7,2030,0,1998,0,"98056",47.5082,-122.166,1760,7200 +"6909700437","20140522T000000",353250,2,1,1060,1600,"2",0,0,3,7,1060,0,1979,0,"98144",47.5888,-122.294,1360,3360 +"1205000215","20150429T000000",455000,2,1.5,1090,6750,"1",0,0,3,7,950,140,1942,0,"98117",47.6836,-122.397,1640,6750 +"3223039229","20140527T000000",475000,4,3.5,3400,234352,"2",0,0,3,8,2500,900,1991,0,"98070",47.4335,-122.449,1300,39639 +"4077800474","20141124T000000",571500,4,1.75,1920,7455,"1",0,0,4,7,960,960,1939,1964,"98125",47.7106,-122.286,1920,7455 +"1604600227","20150328T000000",441000,2,1,1150,3000,"1",0,0,3,6,780,370,1915,0,"98118",47.5624,-122.291,1150,5000 +"9542200220","20150213T000000",810000,6,2.75,3970,9500,"1",0,0,4,10,2180,1790,1970,0,"98005",47.5956,-122.178,2490,9775 +"6600220490","20150409T000000",550000,3,2.25,1880,11556,"2",0,0,3,8,1880,0,1987,0,"98074",47.6283,-122.032,1880,12000 +"2138700141","20140702T000000",736000,2,1,1500,4000,"1",0,0,3,8,1100,400,1933,0,"98109",47.6409,-122.353,1980,4000 +"4046600820","20150224T000000",375000,3,1.75,2190,17550,"1",0,0,3,7,2190,0,1989,0,"98014",47.6984,-121.912,1700,17550 +"9430100360","20150205T000000",717500,3,2.5,2530,9932,"2",0,0,3,8,2530,0,1995,0,"98052",47.6853,-122.16,2140,7950 +"2447500015","20141121T000000",581000,2,1.75,1930,11200,"1",0,2,3,8,1430,500,1951,0,"98177",47.7576,-122.37,2840,12408 +"1524039043","20140725T000000",629000,3,2,1510,4560,"2",0,0,4,7,1510,0,1909,1995,"98116",47.5689,-122.408,1990,5000 +"2303900100","20140911T000000",3.8e+006,3,4.25,5510,35000,"2",0,4,3,13,4910,600,1997,0,"98177",47.7296,-122.37,3430,45302 +"8651400230","20141208T000000",225000,3,2,1100,5200,"1",0,0,3,6,1100,0,1969,2014,"98042",47.3606,-122.083,1050,5330 +"7437100210","20140618T000000",315000,3,2.5,1730,6368,"2",0,0,3,7,1730,0,1993,0,"98038",47.3505,-122.032,1780,6597 +"3630020150","20150310T000000",425000,3,2.5,1480,1386,"3",0,0,3,8,1480,0,2005,0,"98029",47.5468,-121.998,1470,1593 +"1773600691","20140625T000000",346500,3,1,1150,11802,"1",0,0,4,7,1150,0,1932,1958,"98106",47.5624,-122.361,1880,6082 +"5448300150","20150105T000000",550000,3,2.25,1950,26500,"1",0,0,4,8,1570,380,1965,0,"98006",47.5784,-122.179,2160,12751 +"2260000210","20150209T000000",565000,3,1.75,2380,10450,"1",0,0,3,8,1400,980,1977,0,"98052",47.6409,-122.111,2150,9600 +"6815100085","20141224T000000",1.001e+006,4,2,3100,8000,"1.5",0,0,5,7,2040,1060,1939,0,"98103",47.6852,-122.329,1650,4000 +"5141000720","20140805T000000",400000,2,2,2010,3797,"1.5",0,0,3,7,1450,560,1922,2004,"98108",47.5596,-122.315,1660,4650 +"9276200455","20141121T000000",724950,4,2,2270,5760,"2",0,0,4,8,2270,0,1909,0,"98116",47.5809,-122.39,1420,5760 +"5459500165","20140708T000000",623000,3,1.75,2050,16313,"1",0,0,2,8,2050,0,1973,0,"98040",47.5743,-122.212,3180,10264 +"9828701295","20140624T000000",295000,2,1,650,5400,"1",0,0,3,6,650,0,1950,0,"98122",47.6185,-122.295,1310,4906 +"0164000261","20140521T000000",700000,4,3.25,2780,7875,"2",0,0,3,9,2780,0,2006,0,"98133",47.7294,-122.352,1000,7500 +"2767704682","20150408T000000",482000,2,1.5,1300,1229,"2",0,0,3,8,1160,140,2000,0,"98107",47.6727,-122.375,1430,1255 +"6791050450","20140821T000000",770000,3,2.5,2730,11380,"2",0,0,3,10,2730,0,1995,0,"98075",47.58,-122.057,2800,10070 +"1221039066","20141017T000000",310000,4,2.5,3140,22100,"1",0,0,4,8,1820,1320,1960,0,"98023",47.319,-122.362,2700,25500 +"0686300450","20140708T000000",720000,4,2.25,2410,8400,"2",0,0,5,8,2410,0,1965,0,"98008",47.626,-122.119,1910,8056 +"3822200087","20150319T000000",355000,3,1,1180,5965,"1.5",0,0,4,6,1180,0,1928,0,"98125",47.7281,-122.299,1270,7710 +"6669250100","20140729T000000",512000,4,2.5,2600,4506,"2",0,0,3,9,2600,0,2005,0,"98056",47.5146,-122.188,2470,6041 +"1453602310","20141216T000000",303000,2,1.5,1400,1650,"3",0,0,3,7,1400,0,1999,0,"98125",47.7222,-122.29,1430,1650 +"0984200690","20140618T000000",299000,5,2.5,2220,9360,"1",0,0,4,7,1110,1110,1968,0,"98058",47.4341,-122.169,1780,7704 +"5468770180","20140623T000000",285000,3,2.5,1660,6263,"2",0,0,3,8,1660,0,2003,0,"98042",47.3507,-122.141,2190,6192 +"5459500100","20140924T000000",680000,3,1.75,2330,9652,"1",0,0,4,8,1590,740,1968,0,"98040",47.5714,-122.211,2420,9631 +"2968801605","20140902T000000",285000,4,1.75,1440,6720,"1",0,0,5,6,720,720,1954,0,"98166",47.4571,-122.345,1820,6784 +"2141310580","20141125T000000",707000,4,2.25,2920,17023,"1",0,0,4,9,1690,1230,1977,0,"98006",47.5585,-122.134,2710,10681 +"2325039067","20140507T000000",690000,3,2,1760,6428,"1",0,0,4,7,980,780,1942,0,"98199",47.6388,-122.397,1760,6004 +"2426059103","20150422T000000",872000,4,2.25,2860,40284,"2",0,0,3,10,2860,0,1983,0,"98072",47.7308,-122.115,2670,92782 +"3541600450","20141104T000000",290000,4,1.75,2090,12750,"1",0,0,3,8,1360,730,1967,0,"98166",47.4792,-122.357,2040,12300 +"5631501161","20150417T000000",425000,4,1.75,1910,16785,"1",0,0,4,7,1110,800,1981,0,"98028",47.7474,-122.235,1590,9900 +"3224510300","20150126T000000",925000,3,2.75,3280,10558,"1",0,2,4,9,2040,1240,1979,0,"98006",47.5606,-122.133,3150,9998 +"4027700466","20141219T000000",340500,3,1,1770,12458,"1",0,0,3,7,1770,0,1957,0,"98155",47.7715,-122.27,2000,8225 +"1702901500","20141121T000000",365000,2,1,920,6600,"1",0,0,4,6,920,0,1910,0,"98118",47.5572,-122.282,1370,5500 +"8146300205","20140710T000000",725000,3,1.75,1690,8489,"1",0,0,4,7,1690,0,1959,0,"98004",47.6079,-122.192,1850,8536 +"3526039019","20140702T000000",811000,3,3,2470,7410,"2",0,0,5,8,1860,610,1977,0,"98117",47.6937,-122.392,2390,7800 +"5230300210","20141210T000000",299000,3,1,1040,9514,"1",0,0,4,7,1040,0,1969,0,"98059",47.4936,-122.102,1040,9514 +"7907600100","20150421T000000",287500,4,2,1220,9147,"1",0,0,5,7,1220,0,1953,0,"98146",47.5011,-122.336,1220,8576 +"9322800210","20140520T000000",879950,4,2.25,3500,13875,"1",0,4,4,9,1830,1670,1938,0,"98146",47.5083,-122.388,2960,15000 +"3352400661","20141110T000000",135900,2,1,760,3800,"1",0,0,3,6,760,0,1950,0,"98178",47.5019,-122.269,1220,7410 +"3625710100","20140512T000000",1.225e+006,4,2.25,3070,16028,"1",0,3,3,9,1870,1200,1976,0,"98040",47.5271,-122.228,3070,19822 +"3626039207","20141017T000000",522500,4,1.75,2100,6480,"1",0,0,5,7,1300,800,1947,0,"98177",47.7049,-122.359,1840,7500 +"7568700215","20150312T000000",399500,4,1.5,1660,6617,"1",0,0,5,7,1660,0,1947,0,"98155",47.739,-122.323,950,7440 +"1604600540","20150504T000000",450000,3,1,1430,5960,"1.5",0,0,4,7,1430,0,1917,0,"98118",47.562,-122.289,1140,3960 +"1421039067","20141027T000000",218000,4,1,1620,17500,"1",0,0,3,7,1620,0,1962,0,"98023",47.3021,-122.388,2400,17394 +"7137970210","20150327T000000",289999,3,2,1490,9285,"1",0,0,3,8,1490,0,1995,0,"98092",47.3248,-122.169,2040,6681 +"2767603255","20150224T000000",540000,2,1,1170,4750,"1",0,0,3,6,1170,0,1903,0,"98107",47.6729,-122.378,1170,2023 +"3575303700","20140725T000000",324950,3,1,1240,7500,"1",0,0,4,7,1240,0,1976,0,"98074",47.6199,-122.062,1240,9750 +"1702901340","20140613T000000",718500,3,2,2910,6600,"2",0,0,4,7,1920,990,1900,1988,"98118",47.5576,-122.281,1370,5500 +"2320069014","20140709T000000",495000,3,2,2660,192099,"1",0,0,4,9,2660,0,1964,0,"98022",47.2098,-122.016,2570,43561 +"3141600600","20140521T000000",260000,6,2,2220,8797,"1",0,0,3,7,2220,0,1977,0,"98002",47.2977,-122.227,1170,5123 +"2201501015","20140502T000000",430000,4,1.5,1920,10000,"1",0,0,4,7,1070,850,1954,0,"98006",47.5725,-122.133,1450,10836 +"3782760040","20140603T000000",402500,3,3.25,2780,4002,"2",0,0,3,8,2780,0,2009,0,"98019",47.7348,-121.966,1890,4090 +"6613001241","20140811T000000",1.415e+006,4,3,3110,4408,"2.5",0,3,4,10,2510,600,1931,0,"98105",47.6583,-122.27,3250,5669 +"3276980120","20141028T000000",275000,3,2.25,1820,9766,"1",0,0,4,7,1450,370,1987,0,"98031",47.397,-122.203,1860,8236 +"1321400650","20140603T000000",250000,3,2.25,1765,7652,"2",0,0,3,7,1765,0,1996,0,"98003",47.3072,-122.328,1765,7719 +"0643300180","20140523T000000",665000,3,2.75,1800,9550,"1",0,0,4,7,1320,480,1966,0,"98006",47.5679,-122.178,1890,9902 +"0322059210","20150203T000000",425000,3,2.5,2650,144183,"1",0,0,3,8,2650,0,1967,0,"98042",47.4212,-122.144,1940,41210 +"9551201560","20140722T000000",760000,2,1,1410,3600,"1.5",0,0,4,7,1310,100,1925,0,"98103",47.6695,-122.338,1740,4200 +"7202330330","20140814T000000",447000,3,2.5,1650,3076,"2",0,0,3,7,1650,0,2003,0,"98053",47.682,-122.035,1560,3064 +"5153900150","20140708T000000",205000,3,1,1180,8240,"1",0,0,4,7,1180,0,1967,0,"98003",47.3325,-122.321,1180,7840 +"1788700230","20140506T000000",191000,3,1.5,800,8850,"1",0,0,4,6,800,0,1959,0,"98023",47.3266,-122.348,820,8775 +"0049000051","20150316T000000",350000,2,1.75,1430,7921,"1",0,0,3,7,1430,0,1983,0,"98146",47.5088,-122.371,1290,8040 +"3343301393","20150330T000000",789888,5,3.5,3300,7860,"2",0,0,3,9,2410,890,2001,0,"98006",47.5463,-122.192,2540,9920 +"2832100215","20150323T000000",443000,2,1,1220,10170,"1",0,0,3,7,980,240,1948,0,"98125",47.7297,-122.327,1990,9064 +"1980200015","20140929T000000",695000,4,3.5,3530,7202,"2",0,0,3,9,2660,870,2000,0,"98177",47.7339,-122.36,2810,8100 +"1825049013","20150213T000000",560000,4,2,1380,4048,"1.5",0,0,4,7,1380,0,1906,0,"98103",47.6583,-122.344,1440,3956 +"7550800015","20140714T000000",550000,3,1.75,1410,5000,"1",0,0,4,7,810,600,1923,0,"98107",47.6727,-122.395,1760,5000 +"8682230760","20140724T000000",850000,2,2.5,3360,6750,"2",0,0,3,9,3360,0,2004,0,"98053",47.7112,-122.033,2510,6750 +"8645511500","20150420T000000",352750,4,2.75,2270,24237,"1",0,0,4,7,1360,910,1977,0,"98058",47.4672,-122.175,2050,8016 +"8567450220","20140818T000000",550000,4,2.5,2890,9045,"2",0,0,3,8,2890,0,2001,0,"98019",47.7385,-121.965,2840,10114 +"1556200205","20141118T000000",774900,5,1,1750,3861,"1.5",0,0,3,7,1750,0,1903,0,"98122",47.6075,-122.295,1700,4255 +"9476200580","20140710T000000",250000,3,1,1010,8711,"1",0,0,5,6,1010,0,1944,0,"98056",47.4914,-122.186,1250,8053 +"8965410150","20140825T000000",962800,4,2.5,3780,23623,"2",0,0,3,9,3780,0,1997,0,"98006",47.559,-122.118,3370,10210 +"5031300011","20141104T000000",299500,3,1.75,1880,11700,"1",0,0,4,7,1880,0,1968,0,"98092",47.3213,-122.187,2230,35200 +"5101408735","20141103T000000",250000,2,1,800,5220,"1",0,0,3,6,800,0,1943,0,"98125",47.7037,-122.32,1910,5376 +"2623069010","20150116T000000",745000,5,4,4720,493534,"2",0,0,5,9,3960,760,1975,0,"98027",47.4536,-122.009,2160,219542 +"2624089040","20150217T000000",279475,2,1,1060,10600,"1.5",0,0,3,6,1060,0,1968,0,"98065",47.5375,-121.742,1560,21344 +"3345700165","20141202T000000",450000,3,2.25,2530,27227,"2",0,0,3,8,2530,0,1987,0,"98056",47.527,-122.193,2160,30192 +"0379000051","20140826T000000",307700,5,2.25,1980,13132,"1",0,0,4,7,1260,720,1962,0,"98198",47.3984,-122.301,1880,11325 +"0871000155","20141211T000000",665000,3,1,1650,5102,"1",0,0,4,8,1300,350,1953,0,"98199",47.6524,-122.404,1440,5102 +"7852020580","20140724T000000",375000,3,2.75,1890,3930,"2",0,0,3,8,1890,0,1999,0,"98065",47.5337,-121.867,2100,4259 +"7298050110","20150303T000000",420000,4,2.5,3360,11637,"2",0,0,3,11,3360,0,1990,0,"98023",47.3018,-122.342,3530,11205 +"2114700615","20140708T000000",148000,2,1,630,4200,"1",0,0,3,6,630,0,1930,0,"98106",47.5329,-122.348,970,4200 +"0809001965","20140729T000000",707000,3,1.5,1980,4000,"2",0,0,3,8,1980,0,1919,0,"98109",47.6364,-122.351,1980,3600 +"9557200090","20141112T000000",399000,3,1,990,4250,"1",0,0,4,7,840,150,1924,0,"98136",47.5392,-122.39,990,4500 +"5126210360","20141022T000000",570000,4,2.5,3420,115434,"2",0,0,3,9,3420,0,1989,0,"98038",47.3932,-121.988,3250,111513 +"3528000210","20150323T000000",853000,4,2.25,3440,35025,"2",0,0,3,10,3440,0,1988,0,"98053",47.6674,-122.055,3210,35005 +"0424059052","20141222T000000",400000,3,1,1300,14138,"1",0,0,4,7,1300,0,1943,0,"98005",47.593,-122.165,2440,12196 +"0594000115","20140512T000000",615000,2,1.75,2040,28593,"1.5",1,3,4,7,2040,0,1919,1990,"98070",47.3979,-122.465,2040,35124 +"2207100740","20150106T000000",463000,3,1,1250,7700,"1",0,0,4,7,1250,0,1955,0,"98007",47.5974,-122.149,1520,7700 +"7784000100","20140603T000000",600000,4,2.5,1960,14242,"1",0,1,4,8,1290,670,1958,0,"98146",47.4947,-122.369,2490,10907 +"3732800495","20141028T000000",429000,5,2.5,2720,8120,"1",0,0,3,7,1360,1360,1970,0,"98108",47.557,-122.308,2020,8120 +"2025059131","20140904T000000",980000,4,4.25,3250,11780,"2",0,0,3,8,2360,890,1944,2001,"98004",47.6322,-122.203,1800,9000 +"6699000740","20150421T000000",359500,6,3.75,3190,4700,"2",0,0,3,8,3190,0,2003,0,"98042",47.3724,-122.105,2680,5640 +"8651610580","20141107T000000",715000,4,2.5,2570,7980,"2",0,0,3,9,2570,0,1998,0,"98074",47.6378,-122.065,2760,6866 +"5412300100","20150325T000000",240000,3,1.75,1420,6984,"1",0,0,4,7,980,440,1980,0,"98030",47.3748,-122.18,1430,7875 +"8096600100","20141215T000000",455000,4,2,2120,9442,"1",0,0,5,7,1060,1060,1968,0,"98011",47.7675,-122.226,1290,9600 +"0722079015","20141017T000000",610000,3,2.5,2080,167270,"1",0,0,3,7,2080,0,2000,0,"98038",47.4032,-121.963,2080,55321 +"0339350150","20150311T000000",675000,3,2.75,2740,5735,"2",0,0,3,9,2740,0,2004,0,"98052",47.6862,-122.093,2210,5026 +"2560805440","20150129T000000",283500,3,1.75,1250,5375,"1",0,0,3,7,1250,0,1985,0,"98198",47.3787,-122.323,1320,6258 +"7131300047","20140826T000000",235000,2,1,2150,4500,"1.5",0,0,3,7,1260,890,1917,0,"98118",47.5158,-122.267,1590,5010 +"3459600180","20140626T000000",827000,4,2.5,3230,12100,"1",0,0,3,9,1870,1360,1977,0,"98006",47.562,-122.146,2670,10200 +"7663700663","20140910T000000",353000,2,1,860,8511,"1",0,0,3,7,860,0,1949,0,"98125",47.7312,-122.3,1554,8499 +"5415350770","20140923T000000",747500,4,2.5,2810,11902,"2",0,0,4,9,2810,0,1993,0,"98059",47.5303,-122.143,2990,10754 +"3083000940","20150412T000000",341000,2,1,1040,4000,"1",0,0,3,6,1040,0,1914,0,"98144",47.5753,-122.303,1740,4000 +"1670400090","20141124T000000",182000,3,1,1160,18055,"1",0,0,2,5,1160,0,1950,0,"98168",47.4772,-122.269,1340,10324 +"2781250610","20141202T000000",250000,3,2,1470,2781,"2",0,0,3,6,1470,0,2003,0,"98038",47.349,-122.024,1360,3008 +"3764500090","20140521T000000",655000,4,3.5,2350,13402,"2",0,3,3,8,1670,680,1994,0,"98033",47.6947,-122.19,2250,9474 +"7401000040","20140507T000000",405000,3,2.25,1660,8307,"1",0,0,4,8,1660,0,1961,0,"98133",47.7575,-122.352,2510,7800 +"4323700230","20140818T000000",390000,4,1.75,2020,9750,"1",0,0,3,7,1100,920,1975,0,"98074",47.6192,-122.055,1670,9600 +"3500100047","20141008T000000",275400,2,1,890,8180,"1",0,0,3,7,890,0,1947,0,"98155",47.737,-122.3,1130,8180 +"3885807362","20140604T000000",791000,3,2.25,2430,5500,"2",0,0,3,8,1810,620,1989,0,"98033",47.6812,-122.196,2040,5500 +"7199340650","20140508T000000",424500,3,1.75,1460,7700,"1",0,0,3,7,1460,0,1979,0,"98052",47.6981,-122.127,1720,7280 +"5014000120","20140617T000000",430000,3,1,980,7200,"1",0,0,4,7,980,0,1950,0,"98116",47.5718,-122.395,1180,6572 +"3758900037","20150505T000000",865000,4,2.5,2580,10631,"2",0,2,4,9,2580,0,1992,0,"98033",47.6993,-122.206,4220,10631 +"2724201202","20150304T000000",163000,2,2,1250,7543,"1",0,0,3,7,1250,0,1962,0,"98198",47.4051,-122.296,1250,7506 +"7855600730","20140908T000000",920000,4,2.75,3140,9085,"1",0,2,5,8,1570,1570,1961,0,"98006",47.5675,-122.16,2430,9350 +"7151700360","20141211T000000",1.02895e+006,5,3.25,2680,3011,"2",0,0,3,9,1870,810,1910,2014,"98122",47.6115,-122.287,3440,5165 +"3811300090","20140724T000000",325000,3,1.75,1810,8048,"1",0,0,4,7,1290,520,1983,0,"98055",47.4484,-122.194,1550,9081 +"0538000450","20140603T000000",315000,5,2.5,2090,4698,"2",0,0,3,7,2090,0,1998,0,"98038",47.3538,-122.025,2070,4698 +"6303400475","20140911T000000",227000,4,1,1120,8763,"1",0,0,3,6,1120,0,1971,0,"98146",47.508,-122.358,1120,8636 +"3388110230","20140729T000000",179000,4,1.75,1790,7175,"1.5",0,0,3,6,1410,380,1900,0,"98168",47.4963,-122.318,1790,8417 +"9834201215","20141009T000000",276000,2,1,870,2676,"1",0,0,3,7,820,50,2004,0,"98144",47.5702,-122.287,1500,1719 +"0844000375","20150303T000000",335000,4,1.5,3160,19745,"1.5",0,0,4,6,1840,1320,1968,0,"98010",47.3103,-122.006,1540,8611 +"3816700150","20141114T000000",430000,3,2,2350,12480,"1",0,0,3,7,1600,750,1981,0,"98028",47.7661,-122.262,2160,12000 +"7237301210","20141118T000000",266490,3,2.5,1810,4113,"2",0,0,3,7,1810,0,2004,0,"98042",47.3715,-122.126,1880,4465 +"0130000175","20140806T000000",655000,4,2.75,3160,8197,"1",0,0,3,8,1580,1580,1962,0,"98115",47.7004,-122.287,2050,8197 +"9468200175","20141114T000000",635500,3,2,1660,3600,"1",0,0,3,7,1000,660,1939,2006,"98103",47.6789,-122.351,1700,4356 +"8643200061","20140626T000000",235000,5,2.5,2500,9583,"1",0,0,3,7,1300,1200,1979,0,"98198",47.3946,-122.312,2120,19352 +"7805460760","20150427T000000",885000,3,2.5,2880,11443,"2",0,0,4,9,2880,0,1986,0,"98006",47.5633,-122.111,2840,12530 +"6713700155","20140818T000000",352500,3,1,1470,8400,"1",0,0,4,7,1470,0,1953,0,"98133",47.7628,-122.354,1470,8400 +"3236500220","20140709T000000",450000,3,2.5,1460,7573,"2",0,0,3,8,1460,0,1983,0,"98007",47.6012,-122.141,1910,7668 +"3625049042","20141011T000000",3.635e+006,5,6,5490,19897,"2",0,0,3,12,5490,0,2005,0,"98039",47.6165,-122.236,2910,17600 +"7935000450","20140919T000000",1.05e+006,3,2.25,2480,15022,"1",0,4,3,9,1330,1150,1967,2003,"98136",47.5497,-122.396,2500,8178 +"1324300018","20141121T000000",476000,2,2.25,1140,1332,"3",0,0,3,8,1140,0,1999,0,"98103",47.6543,-122.356,1140,1267 +"4123820450","20140507T000000",375000,3,2.5,1830,13042,"2",0,0,3,8,1830,0,1990,0,"98038",47.3738,-122.042,1940,6996 +"9325200120","20140909T000000",600600,4,3.5,3110,6829,"2",0,0,3,8,3110,0,2014,0,"98148",47.4349,-122.328,2910,7425 +"3918400097","20141117T000000",567000,4,1.75,2630,11213,"1",0,2,4,8,1430,1200,1948,0,"98177",47.7158,-122.366,2240,15186 +"8126300410","20140725T000000",650000,4,1.75,2390,12000,"1",0,0,3,8,1470,920,1979,0,"98052",47.7061,-122.163,2110,12000 +"7227800040","20140604T000000",190000,5,2,1750,10284,"1",0,0,4,5,1750,0,1943,0,"98056",47.5094,-122.182,1560,9010 +"1020069042","20141001T000000",858000,4,3.5,4370,422967,"1",0,2,4,10,2580,1790,1978,0,"98022",47.2332,-122.029,3260,422967 +"3213200245","20150115T000000",435500,1,1.75,1020,4512,"1",0,0,3,7,770,250,1937,0,"98115",47.6724,-122.266,1230,5029 +"0455000760","20150311T000000",685000,3,2,2500,6733,"1",0,0,3,8,1770,730,1979,0,"98107",47.6691,-122.36,1770,6343 +"0104510230","20141119T000000",252000,3,2,1540,7210,"2",0,0,4,7,1540,0,1984,0,"98023",47.3128,-122.351,1500,7210 +"4140090110","20140912T000000",512500,4,2.25,2200,6900,"2",0,0,4,8,2200,0,1975,0,"98028",47.7682,-122.261,2400,6900 +"6072500490","20140801T000000",423800,3,2.5,1940,7415,"2",0,0,3,8,1940,0,1965,0,"98006",47.542,-122.176,1940,8425 +"6705120100","20150504T000000",460000,3,2.25,1453,2225,"2",0,0,4,8,1453,0,1986,0,"98006",47.5429,-122.188,1860,2526 +"3764390100","20140722T000000",434000,3,2.75,1830,3200,"2",0,0,3,8,1830,0,1991,0,"98034",47.7155,-122.218,2030,3331 +"2988800011","20150414T000000",244000,3,1,2000,15900,"1",0,0,3,6,1000,1000,1948,0,"98178",47.4816,-122.233,1760,10500 +"1073100065","20150217T000000",348125,3,1,1400,8451,"1.5",0,0,3,7,1400,0,1953,0,"98133",47.7719,-122.337,1590,8433 +"1136100062","20140509T000000",585000,4,3.25,2400,29252,"2",0,0,4,8,2400,0,1982,0,"98072",47.743,-122.131,2280,45000 +"3356402020","20140508T000000",230000,3,1,1390,16000,"1",0,0,4,6,1390,0,1960,0,"98001",47.2898,-122.251,1420,10000 +"8039900180","20140805T000000",450000,3,2,1680,11250,"1",0,0,4,8,1680,0,1967,0,"98045",47.4861,-121.786,1760,12160 +"4174600391","20150323T000000",393000,5,2,1820,5054,"1",0,0,4,7,910,910,1970,0,"98108",47.5547,-122.299,1180,5628 +"6865200981","20141221T000000",517000,2,1,1140,3750,"1",0,0,4,7,1140,0,1925,0,"98103",47.6619,-122.343,1660,4000 +"1236900090","20140915T000000",400000,3,1,1060,12690,"1",0,0,3,7,1060,0,1969,0,"98033",47.6736,-122.167,1920,10200 +"0925069152","20150304T000000",890000,2,1.75,3050,50965,"2",0,0,3,10,3050,0,1991,0,"98053",47.6744,-122.05,3050,40107 +"9456200405","20150310T000000",205950,3,1,970,11963,"1",0,0,4,6,970,0,1970,0,"98198",47.3776,-122.315,1210,11963 +"2420069220","20141203T000000",209000,3,1,1320,3954,"1.5",0,0,3,6,1320,0,1912,2014,"98022",47.202,-121.994,1270,5184 +"6381501965","20140612T000000",430000,4,1.75,1890,6000,"1",0,0,4,6,1110,780,1947,0,"98125",47.7274,-122.305,1560,6356 +"9191201325","20150301T000000",534000,4,1.75,2040,2750,"1.5",0,0,4,6,1260,780,1926,0,"98105",47.6698,-122.3,1940,3750 +"9547202245","20140627T000000",735000,4,3,2370,3672,"1.5",0,0,5,7,1650,720,1916,0,"98115",47.678,-122.311,2140,4182 +"1924069115","20150224T000000",873000,3,2.25,2720,54450,"2",0,0,3,11,2720,0,1997,0,"98027",47.5473,-122.092,3170,60548 +"8121200970","20141118T000000",475000,4,2.25,1970,7532,"1",0,0,3,8,1390,580,1983,0,"98052",47.7219,-122.109,1970,8248 +"0323049176","20140530T000000",325000,3,1.75,2180,10230,"1",0,0,4,7,1090,1090,1961,0,"98118",47.5158,-122.281,2130,7200 +"0826079047","20140814T000000",500000,3,2.25,2990,216057,"2",0,0,3,9,2990,0,1994,0,"98019",47.754,-121.942,2840,215622 +"8078550610","20150120T000000",279000,4,2.75,2180,8475,"1",0,0,4,7,1330,850,1987,0,"98031",47.4045,-122.174,1500,7140 +"3904930530","20150414T000000",350000,3,2,1440,5469,"1",0,0,3,8,1440,0,1988,0,"98029",47.5753,-122.017,1980,6198 +"7504020970","20150421T000000",660000,4,2.25,3180,13653,"2",0,0,3,9,3180,0,1978,0,"98074",47.6316,-122.05,2910,12350 +"8642600090","20150218T000000",324950,2,1.5,1643,14616,"1",0,1,4,7,1643,0,1954,0,"98198",47.3973,-122.312,2270,9940 +"2239000011","20150127T000000",500000,4,2,1530,7816,"1",0,0,3,7,1530,0,1955,0,"98133",47.7309,-122.332,1480,7816 +"9382200121","20140718T000000",187300,2,1,1310,7697,"1",0,0,3,6,850,460,1950,0,"98146",47.4982,-122.348,1270,6410 +"7942601475","20140520T000000",345600,5,3.5,2800,5120,"2.5",0,0,3,9,2800,0,1903,2005,"98122",47.6059,-122.31,1780,5120 +"7375300100","20141124T000000",400000,3,1.5,1510,7642,"1",0,0,3,7,1510,0,1959,0,"98008",47.5978,-122.116,2180,8357 +"7974200457","20150122T000000",935000,5,3,2700,5001,"2",0,0,3,10,2700,0,2009,0,"98115",47.6811,-122.288,1610,5191 +"0923059206","20140715T000000",374000,4,1.75,2220,15600,"1",0,0,5,7,1140,1080,1963,0,"98056",47.492,-122.166,1670,4800 +"0782700150","20140609T000000",328000,3,1.75,1440,45302,"2",0,0,3,7,1440,0,1977,0,"98019",47.7078,-121.915,2080,49658 +"2144800146","20140826T000000",257500,3,2,1300,9334,"1",0,0,5,7,1300,0,1981,0,"98178",47.4865,-122.238,2210,9636 +"1337800220","20140908T000000",1.003e+006,4,2.5,2230,3600,"2",0,0,5,8,1630,600,1906,0,"98112",47.6304,-122.309,2410,4800 +"3530410081","20140626T000000",216500,2,1.75,1390,4482,"1",0,0,4,8,1390,0,1980,0,"98198",47.3785,-122.32,1390,4680 +"1525059198","20140521T000000",1.185e+006,3,2.25,2760,40946,"2",0,0,5,10,2760,0,1978,0,"98005",47.6501,-122.164,3030,42253 +"8665000040","20140730T000000",360000,4,2.5,3200,7282,"2",0,0,3,9,3200,0,2007,0,"98188",47.4318,-122.286,3030,7290 +"5016001619","20150122T000000",699999,3,0.75,1240,4000,"1",0,0,4,7,1240,0,1968,0,"98112",47.6239,-122.297,1460,4000 +"0826069184","20141002T000000",535000,3,2.5,1960,47044,"2",0,0,4,8,1960,0,1978,0,"98077",47.7573,-122.07,2020,29004 +"0123039147","20150319T000000",464950,3,2,2190,19800,"1",0,0,3,7,2190,0,1994,0,"98146",47.5106,-122.365,1640,9719 +"8089510150","20141202T000000",925000,4,2.5,3540,18168,"2",0,0,3,10,3540,0,1996,0,"98006",47.5441,-122.131,4130,11180 +"8818400450","20140508T000000",930000,3,3.25,2640,4080,"2",0,0,3,9,1840,800,1912,2000,"98105",47.6636,-122.326,1990,4080 +"6324000115","20140922T000000",727500,3,2,2660,5000,"1.5",0,3,3,8,1940,720,1910,0,"98116",47.5829,-122.382,2270,5000 +"1133000694","20150312T000000",325000,4,1.75,1670,9500,"1",0,0,3,7,1670,0,1976,0,"98125",47.7254,-122.31,1620,9500 +"4441300325","20140905T000000",695000,3,3.25,3080,12100,"2",0,0,3,8,2080,1000,1984,0,"98117",47.695,-122.399,2100,6581 +"3288301010","20140625T000000",585000,4,2.75,2890,6825,"1",0,0,3,8,1560,1330,1973,0,"98034",47.734,-122.182,1900,10120 +"8125200481","20140926T000000",319000,3,2.25,1800,9597,"1",0,2,3,7,1200,600,1963,0,"98188",47.4516,-122.267,1700,13502 +"8857600540","20150106T000000",265000,6,2.5,2000,7650,"1.5",0,0,4,7,1790,210,1960,0,"98032",47.3841,-122.288,1710,7650 +"1901600090","20140626T000000",359000,5,1.75,1940,6654,"1.5",0,0,4,7,1940,0,1953,0,"98166",47.4663,-122.359,2300,9500 +"1901600090","20150426T000000",390000,5,1.75,1940,6654,"1.5",0,0,4,7,1940,0,1953,0,"98166",47.4663,-122.359,2300,9500 +"9144300120","20150128T000000",374500,3,1,960,9531,"1",0,0,5,7,960,0,1969,0,"98072",47.7619,-122.162,1670,9250 +"3401700031","20140822T000000",661000,2,1.5,1750,46173,"2",0,0,4,8,1750,0,1964,0,"98072",47.7397,-122.126,2220,42224 +"5332200375","20141203T000000",900000,3,2.5,2320,5000,"2",0,0,3,8,1620,700,1907,1993,"98112",47.6278,-122.292,2160,5000 +"8582400015","20150413T000000",600000,5,2.5,2380,8204,"1",0,0,3,8,1540,840,1957,0,"98115",47.7,-122.287,2270,8204 +"4131900042","20140516T000000",2e+006,5,4.25,6490,10862,"2",0,3,4,11,3940,2550,1991,0,"98040",47.5728,-122.205,3290,14080 +"3964400120","20150508T000000",512500,4,1.75,1620,4240,"1.5",0,0,5,7,1620,0,1916,0,"98144",47.5746,-122.311,1450,4240 +"2212600040","20140604T000000",229500,3,1.75,1770,33224,"1",0,0,4,8,1770,0,1968,0,"98092",47.3377,-122.194,1690,22069 +"8562750300","20140731T000000",589000,3,2.5,2320,5663,"2",0,0,3,8,2320,0,2003,0,"98027",47.539,-122.07,2500,4500 +"2705600067","20150323T000000",539950,3,2.5,1330,2183,"3",0,0,3,8,1330,0,2014,0,"98117",47.6987,-122.365,1310,5000 +"3023049143","20141020T000000",640000,4,2.5,3420,21344,"2",0,0,3,9,3420,0,2002,0,"98166",47.45,-122.334,2110,21344 +"8944300110","20150108T000000",218250,3,1,1270,7344,"1",0,0,3,7,970,300,1967,0,"98023",47.305,-122.371,1290,7300 +"7277100395","20150225T000000",675000,4,3.5,2550,3600,"2",0,2,3,8,1880,670,1997,0,"98177",47.7709,-122.39,2090,6000 +"9407001830","20140717T000000",338000,5,2,1860,9000,"2",0,0,3,7,1860,0,1980,0,"98045",47.4484,-121.772,1390,9752 +"4406000620","20150331T000000",231750,3,1,1020,7615,"1",0,0,3,7,1020,0,1981,0,"98058",47.4292,-122.152,1470,9515 +"2414600366","20141114T000000",199900,1,1,720,7140,"1",0,0,3,6,720,0,1930,0,"98146",47.5119,-122.339,1140,7577 +"0098000870","20141001T000000",1.059e+006,4,3.5,4460,16271,"2",0,2,3,11,4460,0,2001,0,"98075",47.5862,-121.97,4540,17122 +"9211500230","20141002T000000",263000,4,2.75,1830,7315,"1",0,0,5,7,1250,580,1979,0,"98023",47.2989,-122.38,1730,7208 +"3600600065","20140820T000000",279950,3,1.5,1520,7200,"1",0,0,4,7,1160,360,1990,0,"98198",47.3855,-122.302,1460,7200 +"7177300090","20140520T000000",395000,3,1.5,1080,2940,"1.5",0,0,4,7,1080,0,1920,0,"98115",47.6832,-122.304,1400,4930 +"6664900410","20140626T000000",252500,3,2,1900,8002,"1",0,0,3,7,1900,0,1991,0,"98023",47.2909,-122.352,1900,6086 +"1853000530","20150312T000000",1.15e+006,4,3.75,5300,37034,"2",0,0,3,11,5300,0,1989,0,"98077",47.7283,-122.076,3730,37034 +"3751604653","20140826T000000",205000,3,1,1370,10708,"1",0,0,3,7,1370,0,1969,0,"98001",47.2769,-122.264,1770,14482 +"8563001130","20140828T000000",654000,5,2.5,2960,8968,"1",0,0,4,8,1640,1320,1965,0,"98008",47.6233,-122.102,1890,9077 +"1324079029","20150317T000000",200000,3,1,960,213008,"1",0,0,2,6,960,0,1933,0,"98024",47.5621,-121.862,1520,57499 +"1236300214","20140722T000000",700000,3,2.5,2190,7982,"2",0,0,3,8,2190,0,2004,0,"98033",47.6869,-122.187,2090,8888 +"2525049086","20141003T000000",2.72e+006,4,3.25,3990,18115,"2",0,0,4,11,3990,0,1989,0,"98039",47.6177,-122.229,3450,16087 +"8822900115","20141209T000000",306000,2,1.75,1200,2622,"1",0,0,5,7,800,400,1956,0,"98125",47.7175,-122.292,1310,1926 +"3832080610","20150406T000000",270000,3,2.5,1780,5015,"2",0,0,3,7,1780,0,2010,0,"98042",47.3352,-122.052,2010,5250 +"1657300450","20141029T000000",340000,3,2.25,2630,9916,"2",0,0,4,9,2630,0,1988,0,"98092",47.3314,-122.202,2470,10810 +"1151100035","20140611T000000",450000,4,2.5,2300,19250,"1",0,0,4,7,2300,0,1955,0,"98045",47.4793,-121.776,1460,19250 +"3876311490","20140724T000000",580000,4,2.75,3210,6825,"1",0,0,5,7,1810,1400,1975,0,"98034",47.7338,-122.169,1840,8000 +"9297300590","20141103T000000",435000,4,1.75,2290,4400,"1",0,3,3,7,1290,1000,1959,0,"98126",47.5698,-122.375,1820,4000 +"3260350100","20140818T000000",690000,4,2.5,2780,4688,"2",0,0,3,9,2780,0,2003,0,"98059",47.5225,-122.156,3000,6029 +"3886902615","20140617T000000",720000,4,2.5,2650,11520,"2",0,0,3,8,2110,540,1988,0,"98033",47.683,-122.187,2000,7680 +"2193300620","20150217T000000",403000,3,2.25,1840,13020,"1",0,0,3,8,1390,450,1980,0,"98052",47.6923,-122.095,2210,13020 +"7016100120","20140612T000000",440000,3,2.75,1560,7392,"1",0,0,5,7,1030,530,1972,0,"98011",47.7382,-122.182,1870,7520 +"8857600220","20141023T000000",178500,3,1,1200,8470,"1",0,0,5,7,1200,0,1961,0,"98032",47.3864,-122.287,1200,7952 +"1645000580","20141002T000000",270000,4,2.5,1900,8282,"1",0,0,3,7,1900,0,1968,1997,"98022",47.2089,-122.003,1420,8350 +"4337600205","20141112T000000",129888,2,1,710,9900,"1",0,0,3,6,710,0,1943,0,"98166",47.479,-122.339,1070,9900 +"1545805730","20150218T000000",260000,3,1.75,1360,15210,"1",0,0,3,7,1360,0,1987,0,"98038",47.3657,-122.047,1610,7800 +"8650100120","20140829T000000",339950,5,2.5,2990,7292,"2",0,0,4,8,2990,0,1990,0,"98042",47.3604,-122.091,2150,8190 +"4047200820","20140822T000000",250000,3,1,1640,26127,"2",0,0,3,6,1640,0,1975,0,"98019",47.7656,-121.905,1620,25788 +"1822059156","20150114T000000",680000,3,3.5,3650,103672,"1",0,0,3,10,2050,1600,2011,0,"98031",47.4002,-122.217,2550,16140 +"8812401450","20141229T000000",660000,10,3,2920,3745,"2",0,0,4,7,1860,1060,1913,0,"98105",47.6635,-122.32,1810,3745 +"1854750090","20140716T000000",1.225e+006,3,3.5,3680,11491,"2",0,2,3,11,3680,0,1999,0,"98007",47.5647,-122.128,3710,10030 +"6071200455","20140523T000000",550000,3,2,1830,9152,"1",0,0,5,8,1830,0,1959,0,"98006",47.5531,-122.181,1770,9220 +"6790200110","20150102T000000",675000,5,2.75,2570,12906,"2",0,0,3,8,2570,0,1987,0,"98075",47.5814,-122.05,2580,12927 +"6710100131","20150410T000000",981000,3,3.25,2730,9588,"2",0,1,3,10,1900,830,1984,0,"98052",47.6339,-122.09,2730,12736 +"8856004415","20150325T000000",168000,3,1,1150,8000,"1.5",0,0,4,6,1150,0,1913,1957,"98001",47.2749,-122.252,1170,9600 +"3276940100","20140522T000000",1e+006,4,3,4260,18687,"2",0,0,3,11,4260,0,1996,0,"98075",47.5874,-121.982,3490,16772 +"9407100300","20150401T000000",320000,3,1,1260,9600,"1",0,0,3,7,1260,0,1970,1995,"98045",47.4444,-121.762,1530,9790 +"1224049095","20150204T000000",959000,6,3.25,4440,17424,"1",0,1,4,9,2220,2220,1959,0,"98040",47.5791,-122.23,2660,10768 +"7899800586","20150409T000000",372000,4,1,2300,7680,"1",0,0,3,7,1270,1030,1959,0,"98106",47.524,-122.359,1840,5120 +"2607730110","20140707T000000",391500,3,2.5,1920,9625,"2",0,0,3,8,1920,0,1993,0,"98045",47.4876,-121.8,1920,10343 +"1781500180","20150327T000000",390000,2,1,1080,4725,"1.5",0,0,3,7,1080,0,1944,0,"98126",47.5275,-122.381,1520,4961 +"2341800195","20141106T000000",302000,2,1,890,5000,"1",0,0,4,6,890,0,1947,0,"98118",47.5526,-122.287,1160,5000 +"0052000067","20141103T000000",495000,3,3.5,1650,1577,"2",0,0,3,7,1100,550,2012,0,"98109",47.6302,-122.344,1580,1280 +"1972202023","20140904T000000",504500,3,2.5,1820,1545,"3",0,2,3,8,1640,180,1998,0,"98103",47.6523,-122.346,1440,1290 +"2919700540","20150318T000000",555000,4,1.75,2320,4800,"1.5",0,0,3,7,2170,150,1918,0,"98117",47.6893,-122.365,1390,4800 +"6613000375","20150317T000000",1.55e+006,4,3.5,3260,5000,"2",0,0,5,9,2630,630,1937,0,"98105",47.6598,-122.273,2600,5000 +"2391600735","20140909T000000",550000,3,1.5,1730,5750,"1",0,0,3,7,1250,480,1947,0,"98116",47.5645,-122.397,1370,5750 +"1337300145","20140721T000000",1.8e+006,4,2.5,3320,8325,"2.5",0,0,5,10,3320,0,1905,0,"98112",47.6263,-122.314,3680,6050 +"9164100035","20150429T000000",655000,1,1,1660,5422,"1",0,0,4,7,830,830,1908,0,"98117",47.6821,-122.388,1100,5356 +"0821069025","20150213T000000",685000,3,2.5,3290,90796,"2",0,0,4,10,3290,0,1992,0,"98042",47.3154,-122.079,2700,55023 +"1566100555","20150501T000000",721000,4,2,2280,8339,"1",0,0,4,7,1220,1060,1954,0,"98115",47.6986,-122.297,1970,8340 +"2397100705","20140714T000000",1.51863e+006,4,4.25,3650,5328,"1.5",0,0,3,9,2330,1320,1907,2014,"98119",47.638,-122.362,1710,3600 +"0822069066","20150223T000000",365000,4,2.5,1620,219542,"2",0,0,3,7,1620,0,1980,0,"98038",47.4014,-122.069,2240,217800 +"3834000820","20140613T000000",458000,3,2,2020,8555,"1",0,0,4,7,1220,800,1957,0,"98125",47.7278,-122.287,1600,8148 +"1432700880","20150409T000000",280000,2,1,1150,12861,"1",0,0,3,6,1150,0,1959,0,"98058",47.4493,-122.171,1170,7574 +"3658700395","20150409T000000",628000,4,1.75,1940,3060,"1",0,0,4,7,1000,940,1911,0,"98115",47.6786,-122.317,1320,3060 +"1564000410","20150218T000000",781500,4,2.5,3440,6332,"2",0,0,3,10,3440,0,2001,0,"98059",47.5347,-122.155,3310,6528 +"0984100450","20140624T000000",295000,3,1.75,2000,7560,"1",0,0,4,7,1300,700,1968,0,"98058",47.4346,-122.171,1900,8301 +"4449800063","20150403T000000",435000,2,1,750,2786,"1",0,0,5,7,750,0,1947,0,"98117",47.6892,-122.393,1700,4653 +"7694600201","20150322T000000",300000,3,1.75,1420,7200,"1",0,0,3,7,1000,420,1979,0,"98146",47.5069,-122.367,1550,8640 +"0844001145","20150326T000000",208500,2,1,880,4814,"1",0,0,4,5,880,0,1906,0,"98010",47.3107,-121.999,1010,6160 +"8682281960","20140603T000000",930000,2,2.5,2680,11214,"1",0,0,3,9,2680,0,2006,0,"98053",47.7078,-122.019,2305,6908 +"1604600790","20150211T000000",316000,2,2,860,3000,"1",0,0,3,6,860,0,1906,0,"98118",47.5633,-122.288,1290,3500 +"1796380330","20140623T000000",249900,3,2,1310,6738,"1",0,0,4,7,1310,0,1990,0,"98042",47.3694,-122.083,1290,8067 +"3416600490","20140731T000000",675000,3,2.25,1780,4252,"2",0,0,4,8,1540,240,1989,0,"98144",47.6004,-122.292,2220,4000 +"3904901520","20141030T000000",447000,3,2.25,1440,4667,"2",0,0,3,7,1440,0,1985,0,"98029",47.5662,-122.017,1610,4756 +"1556200155","20150417T000000",675000,3,2,1510,3817,"1.5",0,0,3,8,1510,0,1905,1994,"98122",47.6088,-122.294,1510,3817 +"0567000401","20150421T000000",546000,4,2.5,2100,1397,"3",0,0,3,8,1580,520,2008,0,"98144",47.5928,-122.295,1490,1201 +"6450300673","20141231T000000",310000,3,2,1310,1361,"3",0,0,3,7,1310,0,2003,0,"98133",47.7337,-122.343,1370,1608 +"4440400155","20150106T000000",190000,3,1,1280,5100,"1",0,0,3,7,880,400,1961,0,"98178",47.5035,-122.259,1360,6120 +"2450000165","20140618T000000",650000,3,1.5,1320,8114,"1",0,0,3,8,1320,0,1951,0,"98004",47.5827,-122.195,2110,8114 +"9828701605","20141002T000000",585000,3,2.5,1740,2350,"2",0,0,3,8,1130,610,1995,0,"98112",47.6207,-122.297,1740,3201 +"0856000985","20141106T000000",1.4308e+006,4,2.5,2910,7364,"2",0,0,3,10,2910,0,2003,0,"98033",47.6906,-122.213,2480,8400 +"7504100360","20150112T000000",565000,4,2.5,2500,12090,"1",0,0,3,9,2500,0,1983,0,"98074",47.6346,-122.045,3380,12760 +"7883606725","20141111T000000",174900,3,1,1100,6000,"1.5",0,0,2,6,1100,0,1926,0,"98108",47.5279,-122.318,960,5880 +"2926049564","20140924T000000",360000,3,2.25,1381,1180,"3",0,0,3,8,1381,0,2007,0,"98125",47.711,-122.32,1381,1180 +"7418700040","20150429T000000",234000,3,1,960,9624,"1",0,0,3,7,960,0,1953,0,"98155",47.7758,-122.301,1540,9624 +"3756900027","20141125T000000",575000,8,3,3840,15990,"1",0,0,3,7,2530,1310,1961,0,"98034",47.7111,-122.211,1380,8172 +"7237300610","20150303T000000",315000,3,2.5,2200,5954,"2",0,0,3,7,2200,0,2004,0,"98042",47.3709,-122.125,2200,5046 +"1312900180","20150325T000000",225000,3,1,1250,7820,"1",0,0,3,7,1250,0,1967,0,"98001",47.3397,-122.291,1300,7920 +"3824100211","20140626T000000",370000,3,1.5,2380,14500,"1",0,0,4,7,1850,530,1961,0,"98028",47.7714,-122.256,1830,13600 +"0455000395","20140523T000000",606000,3,1,1500,3920,"1",0,0,3,7,1000,500,1947,0,"98107",47.6718,-122.359,1640,4017 +"2472950120","20140603T000000",272500,3,2,1410,7622,"1",0,0,4,7,1410,0,1983,0,"98058",47.4273,-122.147,1830,8330 +"7977201709","20150323T000000",475000,3,1.75,1680,3420,"1",0,0,3,7,960,720,1992,0,"98115",47.6855,-122.291,1680,4080 +"5095400040","20140605T000000",270000,3,1,1500,13500,"1",0,0,4,7,1500,0,1968,0,"98059",47.4666,-122.072,1350,13680 +"2324039152","20140818T000000",624000,4,1.75,2710,9216,"1",0,0,3,8,1440,1270,1961,0,"98126",47.5523,-122.379,1960,6350 +"1442300035","20140702T000000",355000,3,1.75,1730,7416,"1.5",0,0,3,7,1730,0,1954,0,"98133",47.76,-122.349,1390,6490 +"6145601725","20141104T000000",345000,3,1,960,3844,"1",0,0,3,7,960,0,1972,0,"98133",47.7027,-122.346,1020,3844 +"7137950210","20141120T000000",342000,4,2.5,2380,7792,"2",0,0,3,8,2380,0,1993,0,"98092",47.3273,-122.173,2260,7378 +"2720069019","20141103T000000",316000,3,1.75,1120,98445,"1.5",0,2,4,7,1120,0,1917,0,"98022",47.1853,-122.017,1620,34200 +"1560920040","20140731T000000",539950,4,2.5,2960,37430,"2",0,0,3,9,2960,0,1990,0,"98038",47.3988,-122.023,2800,36384 +"7812801785","20150218T000000",221347,3,2,1580,6655,"1",0,0,3,6,790,790,1944,0,"98178",47.4927,-122.248,1090,6655 +"8860500300","20140718T000000",330000,3,2.5,1870,4657,"2",0,0,3,8,1870,0,2000,0,"98055",47.4615,-122.214,2290,4795 +"6142100090","20140718T000000",279000,4,2.5,1810,13000,"1",0,0,4,8,1470,340,1977,0,"98022",47.2202,-121.993,1850,13000 +"4083302225","20141014T000000",850000,4,3,2550,3784,"1.5",0,0,4,8,1750,800,1900,0,"98103",47.6559,-122.338,2100,4560 +"2591700037","20150212T000000",746000,3,1.75,1910,12321,"1",0,0,4,7,1100,810,1952,0,"98004",47.5995,-122.198,1910,11761 +"5458300580","20141001T000000",478000,2,2,1200,1867,"1",0,0,3,7,600,600,1924,1998,"98109",47.627,-122.345,1790,2221 +"3362400650","20150116T000000",820000,4,2.75,2420,4635,"1.5",0,0,5,7,2420,0,1905,0,"98103",47.682,-122.347,1590,3150 +"5553300375","20140820T000000",2.16e+006,3,3.5,3080,6495,"2",0,3,3,11,2530,550,1996,2006,"98199",47.6321,-122.393,4120,8620 +"2024059111","20141023T000000",820000,3,3,3850,38830,"2",0,1,3,10,3850,0,2000,0,"98006",47.5535,-122.191,2970,14050 +"6649900090","20150418T000000",887000,3,2,3000,22040,"2",0,2,4,8,2470,530,1942,0,"98177",47.7745,-122.368,2600,7947 +"3356403400","20140724T000000",159000,3,1,1360,20000,"1",0,0,4,7,1360,0,1953,0,"98001",47.2861,-122.253,1530,9997 +"2771604190","20140617T000000",824000,7,4.25,3670,4000,"2",0,1,3,8,2800,870,1964,0,"98199",47.6375,-122.388,2010,4000 +"6638900265","20140925T000000",812000,4,2.5,2270,5000,"2",0,0,3,9,2270,0,2014,0,"98117",47.6916,-122.37,1210,5000 +"8731960540","20141215T000000",242000,4,2.5,1750,11400,"2",0,0,4,7,1750,0,1975,0,"98023",47.3149,-122.386,1890,9024 +"7853301400","20140520T000000",625000,4,2.5,3550,8048,"2",0,0,3,9,3550,0,2007,0,"98065",47.5422,-121.888,3920,7871 +"0123039176","20141212T000000",399888,4,1,2370,30200,"1.5",0,0,4,7,1570,800,1948,0,"98146",47.5108,-122.366,1640,9719 +"4178500150","20140922T000000",289000,3,2.25,1670,6600,"2",0,0,4,7,1670,0,1990,0,"98042",47.3604,-122.089,1670,6801 +"7702600930","20140804T000000",400000,3,2,1860,12944,"1",0,0,3,9,1860,0,2002,0,"98058",47.4298,-122.102,2500,29279 +"3892500150","20140521T000000",1.55e+006,3,2.5,4460,26027,"2",0,0,3,12,4460,0,1992,0,"98033",47.6573,-122.173,3770,26027 +"6021500970","20140528T000000",345000,2,1,1080,4000,"1",0,0,3,7,1080,0,1940,0,"98117",47.6902,-122.387,1530,4240 +"6021500970","20150407T000000",874950,2,1,1080,4000,"1",0,0,3,7,1080,0,1940,0,"98117",47.6902,-122.387,1530,4240 +"9136100056","20140528T000000",875000,3,2.75,2280,4280,"1",0,0,5,7,1280,1000,1917,0,"98103",47.6685,-122.335,1650,4280 +"0205000120","20150310T000000",628990,4,2.5,2540,32647,"2",0,0,3,9,2540,0,1996,0,"98053",47.6324,-121.988,2740,32647 +"3019300090","20140723T000000",535000,2,3.5,2560,5000,"1",0,0,4,6,1280,1280,1944,0,"98107",47.6681,-122.368,1390,4000 +"5492200090","20141007T000000",770126,4,2.75,2390,9300,"1",0,0,3,8,1430,960,1979,0,"98004",47.6035,-122.206,1910,9348 +"1777600900","20140710T000000",710000,4,2.5,2870,8995,"1",0,0,5,8,1870,1000,1968,0,"98006",47.5678,-122.128,2670,9672 +"9297301050","20140618T000000",465000,3,1.75,1510,4800,"1",0,2,3,7,860,650,1925,2011,"98126",47.5667,-122.372,1510,4800 +"5745600040","20140814T000000",359000,3,1.75,2200,11520,"1",0,0,4,7,2200,0,1952,0,"98133",47.7659,-122.341,1690,8038 +"2114700090","20150301T000000",151000,2,0.75,720,5040,"1",0,0,3,4,720,0,1949,0,"98106",47.5323,-122.347,1290,4120 +"2597530650","20140815T000000",820000,3,2.5,2970,9600,"2",0,0,3,9,2970,0,1994,0,"98006",47.5422,-122.132,2970,9707 +"1099600620","20150326T000000",160000,3,1.5,960,6497,"1",0,0,4,7,960,0,1970,0,"98023",47.3018,-122.378,1160,7080 +"3693901720","20140701T000000",535000,4,1.75,1420,5000,"1.5",0,0,4,7,1420,0,1945,0,"98117",47.6771,-122.397,1490,5000 +"7417100123","20150423T000000",365000,3,2.25,1800,9010,"1",0,0,3,7,1300,500,1975,0,"98155",47.7722,-122.312,1950,10240 +"8691410730","20150220T000000",708000,4,2.5,3090,5600,"2",0,0,3,9,3090,0,2005,0,"98075",47.597,-121.979,3080,5788 +"3832300090","20140709T000000",215000,3,1,1200,7280,"1",0,0,4,7,1200,0,1967,0,"98032",47.3724,-122.277,1200,8400 +"2525049113","20140725T000000",1.95e+006,4,3.5,4065,18713,"2",0,0,4,10,4065,0,1987,0,"98039",47.6209,-122.237,3070,18713 +"1523059103","20140926T000000",390000,4,2.5,2570,22215,"2",0,0,5,7,2570,0,1958,0,"98059",47.4833,-122.157,2460,6533 +"3187600100","20140513T000000",570000,3,2,1530,5401,"1",0,0,4,7,1530,0,1937,0,"98115",47.686,-122.304,1640,5467 +"1628700107","20140625T000000",383000,3,1.75,1500,13430,"1",0,0,3,7,1500,0,1977,0,"98072",47.7527,-122.082,1500,13430 +"1152700120","20150409T000000",370000,4,3,2490,5706,"2",0,0,3,9,2490,0,2005,0,"98042",47.3509,-122.165,2650,5880 +"0808300180","20150211T000000",454000,4,2.5,3040,12522,"2",0,0,3,7,3040,0,2000,0,"98019",47.7247,-121.959,2490,9742 +"3585300194","20150324T000000",1.4e+006,5,3.25,4140,32700,"1",0,4,3,10,2190,1950,1973,0,"98177",47.7633,-122.369,3220,22077 +"3342700610","20140728T000000",371000,4,1.75,1690,10854,"1",0,0,3,7,1690,0,1977,0,"98056",47.5241,-122.199,2390,7000 +"7376300085","20150505T000000",530000,3,1.75,1430,10350,"1",0,0,3,7,1430,0,1959,0,"98008",47.6353,-122.123,1890,10350 +"6204000040","20140610T000000",608000,4,2.75,2490,9714,"1",0,0,4,8,1400,1090,1983,0,"98011",47.7496,-122.201,2060,15300 +"3992700475","20141111T000000",450000,3,1.75,1350,7200,"1",0,0,5,7,1350,0,1954,0,"98125",47.713,-122.284,1100,7200 +"9510920120","20140730T000000",780000,4,2.5,3140,14421,"2",0,0,3,10,3140,0,1994,0,"98075",47.5943,-122.018,3140,17417 +"9485920120","20140829T000000",290000,4,2.5,2340,52272,"2",0,0,2,8,2340,0,1978,0,"98042",47.3468,-122.091,2480,40500 +"1685200110","20140916T000000",225000,3,1.75,1610,14182,"1",0,0,4,7,1100,510,1978,0,"98092",47.3174,-122.18,1510,8400 +"7574910650","20140911T000000",805000,4,2.5,3320,38032,"2",0,0,4,10,3320,0,1991,0,"98077",47.7478,-122.036,3270,37804 +"4178600040","20150407T000000",660000,3,2.5,2390,15669,"2",0,0,3,9,2390,0,1991,0,"98011",47.7446,-122.193,2640,12500 +"3793700210","20140613T000000",299000,3,1.75,1180,13927,"1",0,0,5,7,1180,0,1962,0,"98059",47.4818,-122.094,1400,13173 +"1972200325","20140919T000000",530000,2,2.25,1260,1312,"3",0,0,3,8,1260,0,2007,0,"98103",47.6538,-122.356,1300,1312 +"7010701383","20141017T000000",680000,3,2.5,1800,4400,"1",0,0,5,7,1350,450,1970,0,"98199",47.6599,-122.396,1920,4400 +"3353401340","20150216T000000",199900,4,1.75,1790,12000,"1",0,0,5,6,1790,0,1944,0,"98001",47.2664,-122.256,1550,9840 +"3352401037","20150108T000000",224000,3,1.75,1760,6300,"1",0,0,3,7,1060,700,1963,0,"98178",47.5003,-122.26,1340,7300 +"8802400906","20140829T000000",244000,3,1.75,1540,8885,"1",0,0,4,7,1440,100,1980,0,"98031",47.4031,-122.201,1540,12734 +"4443800940","20150408T000000",485000,4,1.75,1260,3880,"1",0,0,5,7,860,400,1918,0,"98117",47.687,-122.391,1000,3880 +"2215450100","20150112T000000",330000,4,2.5,2240,7589,"2",0,0,3,8,2240,0,1994,0,"98030",47.3824,-122.207,2250,7300 +"8900000100","20141231T000000",509000,4,2,1630,1724,"1.5",0,0,3,6,1030,600,1915,1970,"98119",47.6472,-122.362,1780,3810 +"8079010220","20141117T000000",440000,4,2.5,2350,7203,"2",0,0,3,8,2350,0,1989,0,"98059",47.5123,-122.151,2260,7274 +"8078050120","20141210T000000",244000,3,2,1350,8587,"1",0,0,3,7,1350,0,1998,0,"98022",47.2073,-122.012,1350,8587 +"1773101215","20140717T000000",399700,4,1.75,1320,4800,"1",0,0,4,7,870,450,1930,0,"98106",47.5534,-122.365,940,4800 +"2768100205","20140625T000000",519000,4,2.5,1950,2617,"1.5",0,0,4,7,1250,700,1910,0,"98107",47.6696,-122.372,1520,1438 +"5537200043","20140508T000000",211000,4,1,2100,9200,"1",0,0,3,7,1050,1050,1959,0,"98168",47.476,-122.292,1540,10033 +"0868000905","20140708T000000",950000,3,2.5,3480,7800,"1",0,0,4,7,1750,1730,1941,1998,"98177",47.7047,-122.378,3010,9918 +"8635760490","20140902T000000",410000,3,2.5,1830,2839,"2",0,0,3,8,1830,0,1999,0,"98074",47.6022,-122.021,1830,3011 +"3052700245","20150325T000000",750000,4,2,2640,5000,"2",0,0,3,7,2040,600,1949,0,"98117",47.678,-122.375,1330,5000 +"9320901250","20140910T000000",133400,3,1,900,2550,"1",0,0,4,6,900,0,1978,0,"98023",47.3036,-122.363,1120,2550 +"2420069042","20150424T000000",240000,3,2,1553,6550,"1",0,0,3,7,1553,0,1900,2001,"98022",47.2056,-121.994,1010,10546 +"6870300090","20140604T000000",539000,3,2.5,1710,2300,"2",0,0,3,8,1570,140,2005,0,"98052",47.6743,-122.142,2120,2856 +"1223089066","20140814T000000",688000,4,3,3400,292723,"2",0,0,3,10,3400,0,1998,0,"98045",47.4883,-121.725,1760,69696 +"7974200937","20140513T000000",465000,3,1.5,1270,5112,"1",0,0,3,7,1270,0,1950,0,"98115",47.676,-122.288,1580,5080 +"2998300146","20140617T000000",936000,3,1.75,2960,12420,"1",0,2,4,8,1480,1480,1952,0,"98116",47.5739,-122.406,2700,9106 +"7202290650","20141230T000000",620000,4,2.5,3040,9606,"2",0,0,3,7,3040,0,2003,0,"98053",47.6884,-122.044,1690,3849 +"1326039061","20141020T000000",429950,3,1.75,1430,9750,"1",0,0,5,7,1430,0,1962,0,"98133",47.7441,-122.357,1630,9282 +"4142450330","20140707T000000",296475,3,2.5,1520,4170,"2",0,0,3,7,1520,0,2004,0,"98038",47.3842,-122.04,1560,4237 +"6139100076","20150427T000000",330000,4,2,1820,9450,"1",0,0,3,7,1100,720,1962,0,"98155",47.7607,-122.329,1540,9450 +"8126300360","20140730T000000",445000,3,2.25,1800,11200,"1",0,0,3,8,1270,530,1979,0,"98052",47.7072,-122.164,1940,11250 +"1231000645","20140801T000000",846000,4,3.25,2720,4000,"2",0,1,3,10,2070,650,2014,0,"98118",47.5554,-122.267,1450,4000 +"8149600265","20150514T000000",725000,4,1.75,1980,5850,"1",0,1,4,8,1380,600,1960,0,"98116",47.5607,-122.391,1810,5850 +"9264950410","20150504T000000",369000,4,2.5,2550,7349,"2",0,0,3,9,2550,0,1989,0,"98023",47.3059,-122.349,2400,8508 +"9541800065","20140609T000000",625000,3,1.75,2210,16200,"1",0,0,3,8,1390,820,1958,0,"98005",47.5924,-122.175,2050,16200 +"7202330790","20140618T000000",535000,3,2,2120,4080,"2",0,0,3,7,2120,0,2003,0,"98053",47.682,-122.037,2280,4080 +"7335400065","20141218T000000",229950,4,1.5,1570,6717,"1",0,0,5,6,1570,0,1911,0,"98002",47.307,-122.217,1140,6716 +"1313500090","20150423T000000",229999,3,1.75,1310,6960,"1",0,0,4,7,1310,0,1974,0,"98092",47.2761,-122.153,1580,7200 +"1797500600","20140825T000000",850000,5,3.5,3150,4120,"2",0,0,3,8,2460,690,1911,2007,"98115",47.6754,-122.315,2080,4160 +"5561301220","20140610T000000",589900,4,4.5,3870,35889,"2",0,0,3,10,2530,1340,2001,0,"98027",47.4677,-122.01,3020,35366 +"5700002165","20141030T000000",513000,2,1,1840,4322,"1",0,0,4,7,1160,680,1914,0,"98144",47.5764,-122.289,1750,4322 +"9202650040","20140926T000000",401000,3,1,1120,8321,"1",0,0,4,6,1120,0,1941,1987,"98027",47.5631,-122.091,1980,8671 +"7211401975","20140905T000000",260000,3,2.5,1440,2500,"2",0,0,3,7,1440,0,2006,0,"98146",47.511,-122.359,1440,5000 +"0126039394","20150508T000000",525000,4,2.75,2300,26650,"1",0,0,4,8,2300,0,1950,0,"98177",47.7771,-122.362,2000,9879 +"3204800150","20150320T000000",470000,3,3.5,2070,11658,"1",0,0,4,8,1370,700,1977,0,"98056",47.537,-122.178,1930,8744 +"7686204750","20150121T000000",205000,4,1.5,1420,8063,"1",0,0,3,7,940,480,1962,0,"98198",47.4174,-122.316,1330,7515 +"7524950900","20150210T000000",620000,3,2.25,2010,7495,"1",0,0,4,8,1570,440,1979,0,"98027",47.5613,-122.083,2050,8402 +"7211400850","20140811T000000",229000,3,1.5,1200,5000,"1",0,0,3,6,1200,0,1979,0,"98146",47.5122,-122.357,1440,2500 +"8024202520","20140509T000000",445000,2,2,1150,6634,"1",0,0,3,7,860,290,1940,0,"98115",47.7001,-122.309,1680,6892 +"7340600068","20140514T000000",215000,2,1,1240,7200,"1",0,0,3,7,1240,0,1967,0,"98168",47.4971,-122.282,1130,9200 +"8682260850","20140729T000000",504975,2,2.5,1900,4871,"2",0,0,3,8,1900,0,2005,0,"98053",47.7132,-122.034,1640,4780 +"6804600720","20140801T000000",495000,4,2.25,2350,10072,"2",0,0,3,8,2350,0,1980,0,"98011",47.7628,-122.168,2210,9687 +"1865820300","20150311T000000",205000,3,1,1120,8342,"1",0,0,4,7,1120,0,1976,0,"98042",47.3732,-122.116,1190,6660 +"3163600076","20140730T000000",152275,1,1,1020,6871,"1",0,0,3,6,1020,0,1937,1946,"98146",47.5051,-122.338,1260,6933 +"5418500650","20150325T000000",586000,4,2.25,1930,8338,"1",0,0,3,8,1930,0,1968,0,"98125",47.7026,-122.285,2280,7616 +"8682220230","20141017T000000",779950,2,2.5,2680,7625,"1",0,0,3,9,2680,0,2002,0,"98053",47.7094,-122.024,2310,7395 +"3578401210","20141218T000000",557000,4,1.75,2660,11315,"2",0,0,4,8,2660,0,1983,0,"98074",47.6204,-122.044,1980,11315 +"9122001225","20141029T000000",610000,4,2.25,2200,7200,"1",0,2,4,8,1220,980,1958,0,"98144",47.5818,-122.296,1940,6000 +"5667100025","20140708T000000",405000,3,1.5,1010,7683,"1.5",0,0,5,7,1010,0,1953,0,"98125",47.72,-122.318,1550,7271 +"5089700750","20140509T000000",320000,4,2.25,2310,7490,"2",0,0,3,8,2310,0,1980,0,"98055",47.4379,-122.192,2310,8480 +"3331500650","20140919T000000",356000,3,1,920,3863,"1",0,0,3,6,920,0,1970,0,"98118",47.5524,-122.27,1080,5150 +"9528102865","20150226T000000",794500,5,3,3030,4120,"1.5",0,0,4,7,1930,1100,1913,0,"98115",47.6771,-122.319,1280,3090 +"6928000590","20140508T000000",349000,3,1.75,1590,9620,"1",0,0,3,7,1590,0,1988,0,"98059",47.4815,-122.152,2980,9398 +"1423069162","20140604T000000",549000,4,2.25,2740,88426,"2",0,0,3,7,2740,0,1991,0,"98027",47.4734,-122.006,2740,62726 +"7877400245","20140718T000000",193000,3,1,960,10761,"1",0,0,4,6,960,0,1962,0,"98002",47.2819,-122.224,960,10761 +"7430500301","20141016T000000",700000,3,1.5,2240,7227,"2",0,1,3,9,1440,800,1977,0,"98008",47.6208,-122.093,3150,16150 +"7852010900","20150324T000000",523000,3,2.5,2400,6182,"2",0,0,3,8,2400,0,1998,0,"98065",47.5363,-121.87,2420,5829 +"4022900652","20141118T000000",565000,5,3.25,2860,20790,"1",0,0,4,7,1800,1060,1965,0,"98155",47.7757,-122.295,1920,9612 +"7852030790","20150505T000000",500000,4,2.5,2960,5027,"2",0,0,3,7,2960,0,2000,0,"98065",47.5328,-121.881,2760,5500 +"3528900330","20140707T000000",1.45e+006,4,3.25,3770,4103,"2",0,0,5,9,2710,1060,1925,0,"98109",47.641,-122.349,2560,4160 +"2623069106","20150219T000000",710000,6,3.5,3830,68825,"2",0,0,3,9,3830,0,1995,0,"98027",47.4574,-122.003,2410,68825 +"0088000173","20141015T000000",333000,4,2,2750,9001,"1",0,0,3,8,2750,0,2008,0,"98055",47.457,-122.189,1340,11050 +"3179102305","20140717T000000",580000,3,1.75,2100,6874,"1",0,0,3,7,1300,800,1943,0,"98115",47.6724,-122.279,2220,5912 +"5379803386","20140801T000000",289950,4,1.75,1500,8400,"1",0,0,3,7,1200,300,1956,0,"98188",47.4531,-122.273,1780,9913 +"8127700845","20150219T000000",375000,2,1,710,4618,"1",0,1,3,5,710,0,1925,0,"98199",47.64,-122.394,1810,4988 +"8562901010","20140926T000000",505000,2,3,2770,10800,"1.5",0,0,5,8,1910,860,1984,0,"98074",47.6082,-122.057,2140,10800 +"4058200915","20140721T000000",324950,3,1.75,2050,6720,"1",0,2,3,7,1050,1000,1939,0,"98178",47.5058,-122.235,2380,7260 +"8861700110","20140714T000000",490000,4,2.25,1960,10275,"2",0,0,3,7,1960,0,1965,0,"98052",47.6887,-122.124,1560,10275 +"6822100155","20140512T000000",630000,4,2,1770,6000,"2",0,0,5,7,1770,0,1911,1981,"98199",47.6493,-122.401,1340,6000 +"3345700215","20140620T000000",595000,3,2.75,3290,22649,"2",0,0,4,8,3290,0,1993,0,"98056",47.5241,-122.193,2750,6119 +"0582000644","20150501T000000",872500,4,2,1990,6000,"1",0,0,3,9,1260,730,1956,2015,"98199",47.6515,-122.397,1770,6000 +"6126601380","20150222T000000",490000,2,1,1760,5250,"1",0,2,4,7,1000,760,1951,0,"98126",47.5577,-122.379,1760,5400 +"3303850330","20141216T000000",1.9e+006,4,3.25,5080,27755,"2",0,0,3,11,5080,0,2001,0,"98006",47.5423,-122.111,4730,22326 +"3343902281","20150505T000000",310000,2,1,1020,8102,"1",0,0,3,7,1020,0,1956,0,"98056",47.5135,-122.193,1770,7291 +"2023059052","20150504T000000",450000,3,1,1350,92721,"1",0,0,2,6,1200,150,1946,0,"98055",47.4657,-122.198,1860,8096 +"7504001430","20141023T000000",539000,3,1.5,1740,12000,"2",0,0,3,9,1740,0,1974,0,"98074",47.6276,-122.053,2580,12224 +"9290850330","20140707T000000",888550,3,2.5,3540,38322,"2",0,0,3,10,3540,0,1989,0,"98053",47.6892,-122.048,3540,35926 +"7955080300","20140714T000000",269950,3,2.5,1520,8720,"1",0,0,3,7,1080,440,1981,0,"98058",47.4267,-122.157,1720,7551 +"3980300371","20140926T000000",142000,0,0,290,20875,"1",0,0,1,1,290,0,1963,0,"98024",47.5308,-121.888,1620,22850 +"3755100220","20140819T000000",300000,3,1.75,1310,9761,"1",0,0,3,7,1310,0,1967,0,"98034",47.721,-122.228,1490,9600 +"3425059076","20140922T000000",780000,2,3.25,3000,24004,"1",0,0,3,10,2410,590,1952,0,"98005",47.611,-122.157,4270,24506 +"8728550150","20140715T000000",545000,3,2.5,2660,20369,"2",0,0,3,8,2660,0,1992,0,"98027",47.5234,-122.055,2720,12927 +"2108500110","20150415T000000",278000,3,2.25,2120,9804,"2",0,0,3,7,2120,0,1994,0,"98042",47.3596,-122.16,2120,7200 +"7941130110","20141201T000000",342000,3,2.25,1200,2845,"2",0,0,3,7,1200,0,1986,0,"98034",47.7151,-122.203,1220,2140 +"1545807180","20150506T000000",190000,4,1.75,1900,9861,"1",0,0,4,7,1900,0,1967,0,"98038",47.3615,-122.057,1720,7967 +"1972200382","20141121T000000",387000,2,1.5,1010,948,"3",0,0,3,8,1010,0,1999,0,"98103",47.6529,-122.355,1330,1318 +"2473420100","20150304T000000",279950,3,2.25,1850,7480,"2",0,0,3,7,1850,0,1978,0,"98058",47.452,-122.159,1870,7480 +"0722059020","20150318T000000",550000,6,4.5,4520,40164,"2",0,0,3,9,3580,940,1953,2008,"98031",47.407,-122.216,2870,13068 +"1626079154","20140520T000000",439000,3,2,2010,251341,"2",0,0,3,8,1510,500,2003,0,"98019",47.7416,-121.91,1780,108900 +"1152000040","20141010T000000",774888,3,2.25,2420,23507,"1",0,0,4,8,2420,0,1969,0,"98027",47.5107,-122.027,2540,22257 +"5152960330","20140610T000000",480000,5,2.5,2732,9500,"1",0,2,4,8,1870,862,1975,0,"98003",47.3436,-122.323,2720,10000 +"6431000206","20140508T000000",835000,4,2,1910,6960,"1.5",0,0,5,8,1910,0,1941,0,"98103",47.6893,-122.348,1360,3300 +"2397101185","20150303T000000",1.5e+006,5,3.5,3520,5400,"2",0,0,3,9,2400,1120,2008,0,"98119",47.6364,-122.363,1360,3600 +"2922700865","20150326T000000",771000,4,2,2220,3760,"1.5",0,0,4,7,1370,850,1929,0,"98117",47.6876,-122.368,1620,3760 +"3271800870","20140807T000000",1.225e+006,4,2.25,2020,5800,"1",0,3,4,9,1760,260,1941,0,"98199",47.6471,-122.412,3100,5800 +"1562200090","20141017T000000",600000,4,2.5,2090,7290,"1",0,0,5,8,1420,670,1966,0,"98007",47.624,-122.142,2110,8436 +"1431700210","20140702T000000",305000,3,1,1580,7424,"1",0,0,3,7,1010,570,1962,0,"98058",47.4607,-122.171,1710,7772 +"2566300100","20150327T000000",1.388e+006,5,1.75,2650,11340,"1",0,0,3,8,2650,0,1955,0,"98004",47.626,-122.213,2780,13204 +"5379806155","20140910T000000",216500,3,1,1020,11652,"1",0,0,4,6,1020,0,1971,0,"98188",47.4459,-122.278,1690,11652 +"0952006857","20150122T000000",370000,3,2.5,1070,1219,"2",0,0,3,7,720,350,2004,0,"98116",47.5618,-122.384,1070,1254 +"3792400110","20140630T000000",492650,4,1.75,2120,9786,"1",0,0,3,8,1640,480,1967,0,"98177",47.7753,-122.365,2310,8787 +"3755100540","20140725T000000",431200,5,1.75,1360,10609,"1",0,0,3,7,1060,300,1966,0,"98034",47.7203,-122.229,1490,9935 +"2122059014","20150409T000000",277500,4,2,1700,12048,"2",0,0,3,7,1700,0,1990,0,"98030",47.3748,-122.186,1960,7650 +"0110000040","20150317T000000",278000,5,1.5,1820,8712,"1",0,0,5,7,1090,730,1960,0,"98032",47.3712,-122.289,1820,8712 +"3876800580","20140902T000000",351000,4,1,1430,8400,"1",0,0,3,6,730,700,1969,0,"98072",47.7417,-122.172,1310,8240 +"3127200021","20140616T000000",850000,4,3.5,4140,7089,"2",0,0,3,10,3160,980,2003,0,"98034",47.7059,-122.2,2640,8896 +"2397101460","20140811T000000",885000,2,2,1313,3600,"1",0,0,3,8,1313,0,1904,2012,"98119",47.6369,-122.365,1080,3600 +"1720069146","20140715T000000",399950,3,2,1590,87120,"1",0,3,3,8,1590,0,1998,0,"98022",47.2241,-122.072,2780,183161 +"7878400043","20140805T000000",185000,3,1.75,1080,9262,"1",0,0,3,7,1080,0,1968,0,"98178",47.4883,-122.248,1090,9262 +"9282801030","20140925T000000",440000,5,3,2730,6000,"1",0,0,3,8,1470,1260,1979,0,"98178",47.4994,-122.234,2590,6000 +"6072800265","20140813T000000",2.395e+006,4,3.25,3800,19798,"2",0,0,3,10,3800,0,1969,2009,"98006",47.5684,-122.19,3940,18975 +"5267000180","20140821T000000",299000,3,2.25,2540,9961,"1",0,0,4,8,1320,1220,1969,0,"98031",47.41,-122.208,1870,10251 +"2722049077","20140828T000000",299500,3,1.75,1810,34500,"1",0,0,3,8,1230,580,1980,0,"98032",47.3707,-122.275,2090,9735 +"1115100278","20150317T000000",420000,3,1.5,1540,7506,"1",0,0,5,7,1540,0,1961,0,"98155",47.7565,-122.325,2180,7653 +"8075400530","20140627T000000",234000,4,1,1390,18000,"1",0,0,3,7,1390,0,1955,2013,"98032",47.3885,-122.284,1390,18000 +"1997200245","20140714T000000",540000,2,1.75,1460,4800,"1",0,0,5,7,850,610,1950,0,"98103",47.6928,-122.339,2050,5592 +"0926069009","20140609T000000",649950,4,2.5,2350,63162,"2",0,0,4,8,2350,0,1994,0,"98077",47.7545,-122.047,2370,63162 +"6381500110","20150108T000000",330000,3,1,1160,7912,"1",0,0,4,7,1160,0,1956,0,"98125",47.7336,-122.306,1190,7482 +"7203100850","20150427T000000",840000,4,3.25,3500,5960,"2",0,0,3,9,3500,0,2010,0,"98053",47.6944,-122.022,3390,6856 +"3529300330","20141107T000000",370000,3,2.5,1980,6922,"2",0,0,5,8,1980,0,1991,0,"98031",47.396,-122.184,2090,7697 +"3204800330","20140625T000000",410000,3,1.5,1250,7700,"1",0,0,5,7,1250,0,1968,0,"98056",47.5383,-122.178,1430,7700 +"6411600411","20141209T000000",257000,2,1,770,7200,"1",0,0,3,7,770,0,1951,0,"98125",47.7143,-122.325,1320,7139 +"8685500145","20141230T000000",350000,3,1,1920,6710,"1",0,0,3,7,1320,600,1959,0,"98118",47.5346,-122.286,1810,5600 +"7277100610","20140825T000000",380000,2,1,1120,7560,"1",0,1,3,6,1120,0,1947,0,"98177",47.77,-122.39,1120,7200 +"1775800750","20150310T000000",344000,3,1,1150,12402,"1",0,0,4,6,1150,0,1969,0,"98072",47.7422,-122.099,1400,13600 +"2856101105","20140527T000000",488000,3,2.5,1590,2550,"3",0,0,3,7,1590,0,1985,0,"98117",47.6772,-122.393,1260,5100 +"4443800705","20141008T000000",465000,3,1,910,3880,"1",0,0,3,7,780,130,1942,0,"98117",47.6862,-122.392,1220,3880 +"3878900464","20150504T000000",229500,2,1.75,1870,6625,"1",0,0,3,7,960,910,1948,0,"98178",47.5071,-122.249,1680,6000 +"8151600900","20141112T000000",445000,5,3,2420,11250,"2",0,0,3,8,2420,0,2013,0,"98146",47.5082,-122.362,1510,9950 +"1612500155","20150317T000000",246000,4,1.5,2120,7110,"1.5",0,0,3,6,2120,0,1919,0,"98030",47.3846,-122.227,1540,7110 +"4140500180","20140604T000000",545000,5,2.5,2730,17240,"1",0,0,5,7,1660,1070,1958,0,"98028",47.7646,-122.267,2250,13200 +"3342103174","20140813T000000",518000,4,2.5,2560,5672,"2",0,1,3,8,2560,0,2005,0,"98056",47.5222,-122.201,2190,6788 +"2078500210","20141031T000000",565000,4,2.5,2620,10016,"2",0,0,3,8,2620,0,1996,0,"98056",47.5295,-122.179,2620,10016 +"3955900910","20150410T000000",445000,4,2.5,2760,8558,"2",0,0,3,7,2760,0,2001,0,"98056",47.4802,-122.189,2760,7703 +"3472800068","20140717T000000",968000,5,2.5,2900,9799,"1",0,0,3,8,1450,1450,1959,0,"98004",47.6255,-122.208,2810,9687 +"8928100205","20150331T000000",725000,3,2,1820,6324,"1",0,0,5,7,910,910,1945,0,"98115",47.6823,-122.27,1850,6440 +"2473400110","20140826T000000",315500,3,1.75,1870,8400,"1",0,0,3,7,990,880,1977,0,"98058",47.454,-122.164,1750,8400 +"2558720120","20140505T000000",487585,4,1.75,2010,9211,"1",0,0,3,7,1470,540,1977,0,"98034",47.7206,-122.171,1840,8500 +"2023049361","20150323T000000",246500,2,1,940,6000,"1",0,0,2,7,940,0,1954,0,"98148",47.4631,-122.329,1890,8547 +"6821101285","20140814T000000",819000,3,1.75,1850,6000,"1.5",0,0,3,8,1650,200,1913,1999,"98199",47.6528,-122.401,1540,6000 +"2780910100","20141218T000000",349900,5,2.5,2530,4229,"2",0,0,3,7,2530,0,2004,0,"98038",47.3531,-122.021,2070,4879 +"9357000230","20140822T000000",267000,3,1,940,4700,"1",0,0,4,6,940,0,1942,0,"98146",47.5117,-122.378,1020,5700 +"3649100015","20150513T000000",480000,3,2.25,1820,15000,"1",0,0,3,7,1480,340,1978,0,"98028",47.7401,-122.249,1930,13600 +"1189000180","20140910T000000",525000,2,1,1510,3360,"1",0,0,3,7,880,630,1924,0,"98122",47.6135,-122.297,1330,3360 +"3905120610","20140625T000000",578000,4,2.5,2070,5415,"2",0,0,3,8,2070,0,1996,0,"98029",47.5706,-122.006,2120,5331 +"0993002177","20150506T000000",345000,3,2.5,1380,1547,"3",0,0,3,8,1380,0,2000,0,"98103",47.6908,-122.341,1380,1465 +"6384500535","20150326T000000",499000,3,1,1270,6250,"1",0,0,3,7,910,360,1955,0,"98116",47.5694,-122.397,2000,6250 +"7751800115","20140826T000000",425000,3,1.5,1390,9680,"1",0,0,4,7,1390,0,1956,0,"98008",47.634,-122.125,1460,10050 +"4137020820","20141027T000000",268000,4,3,1840,7510,"2",0,0,5,8,1840,0,1988,2013,"98092",47.2595,-122.218,1650,7957 +"9407000230","20141204T000000",240000,3,1,1600,12566,"1",0,0,4,7,1600,0,1971,0,"98045",47.4431,-121.765,1600,10650 +"3306200230","20150303T000000",147000,3,1.5,1480,9606,"1",0,0,4,7,1100,380,1964,0,"98023",47.2978,-122.363,1600,9619 +"3888100176","20150306T000000",500000,4,2,2120,7806,"1",0,0,4,6,1770,350,1949,0,"98033",47.6859,-122.166,1560,9920 +"7011201325","20141028T000000",1.01e+006,4,2.75,2940,5400,"1.5",0,2,5,8,1940,1000,1910,0,"98119",47.6366,-122.369,1970,2008 +"1424130220","20150309T000000",991500,4,3,3820,26895,"2",0,2,3,11,3820,0,1995,0,"98072",47.7253,-122.092,3820,24751 +"9165100375","20141118T000000",510000,5,2,2740,3838,"1",0,0,4,7,1370,1370,1959,0,"98117",47.6819,-122.393,1660,4040 +"1651500040","20140801T000000",1.98e+006,4,4,4360,12081,"2",0,0,3,10,4360,0,2007,0,"98004",47.6377,-122.219,2180,10800 +"8929000090","20140702T000000",484998,4,2.5,1540,1870,"2",0,0,3,8,1540,0,2014,0,"98029",47.5524,-121.999,1540,1619 +"3303850360","20140625T000000",1.28e+006,4,3.5,4660,17398,"2",0,2,3,11,4660,0,2003,0,"98006",47.5422,-122.112,5080,24913 +"2011000120","20140529T000000",210000,3,1.75,1590,7617,"2",0,0,3,7,1590,0,1986,0,"98198",47.3819,-122.312,1490,7450 +"6751100205","20140804T000000",450000,2,1,1180,10720,"1",0,0,4,7,1180,0,1955,0,"98007",47.5893,-122.135,1420,10750 +"5078400035","20150402T000000",875000,4,1.75,2360,8286,"1",0,0,3,7,1320,1040,1952,0,"98004",47.6226,-122.205,1680,7630 +"6073300530","20150428T000000",529950,4,2.75,1860,7500,"1",0,0,5,8,1220,640,1967,0,"98056",47.5398,-122.173,2020,8137 +"9818700645","20140723T000000",415000,3,1.75,1470,4000,"1",0,0,3,7,1070,400,1979,0,"98122",47.6067,-122.298,1280,3500 +"6181700625","20150220T000000",590000,4,2,2990,12970,"1.5",0,2,4,7,1960,1030,1948,0,"98028",47.7605,-122.258,2500,10680 +"8718500610","20140526T000000",379950,3,1.5,1690,9144,"1",0,0,4,7,1140,550,1956,0,"98028",47.739,-122.253,1840,10600 +"7950302150","20150410T000000",385000,1,1,660,3570,"1",0,0,3,6,660,0,1906,0,"98118",47.5659,-122.284,1520,4080 +"0923000115","20141029T000000",588000,3,1.75,2310,7620,"2",0,0,3,8,2310,0,1942,1988,"98177",47.7266,-122.363,2200,7672 +"1722800835","20140811T000000",252500,2,1,770,2191,"1",0,0,3,6,770,0,1937,0,"98108",47.5512,-122.323,940,5000 +"7436300180","20140519T000000",530000,3,3.5,2320,3174,"2",0,0,3,9,2060,260,1997,0,"98033",47.6897,-122.175,2320,3187 +"1630700276","20150105T000000",385000,2,1.5,1370,159865,"1",0,0,3,7,1370,0,1960,0,"98072",47.7592,-122.092,1370,16217 +"2558670110","20140829T000000",419000,3,2.25,1700,7650,"1",0,0,4,7,1340,360,1975,0,"98034",47.7214,-122.166,1980,7200 +"0402000110","20141017T000000",175000,2,1,960,5508,"1",0,0,3,6,770,190,1951,0,"98118",47.5307,-122.277,1280,5304 +"0442000175","20150331T000000",515000,2,1,1150,5664,"1",0,0,3,7,870,280,1948,0,"98115",47.6894,-122.284,1380,5664 +"8825900410","20150218T000000",945000,4,2.5,2910,4680,"1.5",0,0,5,9,1850,1060,1937,0,"98115",47.6745,-122.31,1960,4120 +"0984210120","20140620T000000",359900,5,2.25,2290,7420,"1",0,0,3,7,1290,1000,1973,0,"98058",47.4375,-122.166,1660,7526 +"8044050040","20140807T000000",419950,4,2.5,2260,5164,"2",0,0,3,8,2260,0,1996,0,"98056",47.509,-122.166,2260,5866 +"2771604370","20140926T000000",460000,3,1.75,1300,4000,"1",0,0,3,7,900,400,1953,0,"98199",47.6368,-122.388,1750,4000 +"5028602020","20150305T000000",255000,3,2.25,1850,7151,"2",0,0,3,7,1850,0,1989,0,"98023",47.2843,-122.352,1710,6827 +"0643300040","20141104T000000",481000,4,1.75,1920,9500,"1",0,0,4,7,1470,450,1966,0,"98006",47.5683,-122.177,1820,10091 +"0643300040","20150313T000000",719521,4,1.75,1920,9500,"1",0,0,4,7,1470,450,1966,0,"98006",47.5683,-122.177,1820,10091 +"0224059025","20140620T000000",1.08e+006,3,3,4910,43560,"2",0,0,4,10,4000,910,1989,0,"98007",47.5911,-122.131,3540,12288 +"3379200100","20140523T000000",334000,4,2.5,2210,6080,"1",0,2,4,8,1410,800,1965,0,"98178",47.4915,-122.228,2210,6175 +"6338000493","20140912T000000",675000,4,2.75,2280,3200,"1.5",0,0,5,8,1520,760,1931,0,"98105",47.6709,-122.282,1970,4687 +"0293000068","20140613T000000",556000,3,1.75,1640,7437,"1",0,0,3,7,1090,550,1948,0,"98126",47.5324,-122.38,1640,7436 +"6169901095","20140815T000000",900000,4,2,1980,7200,"2",0,3,3,8,1700,280,1910,0,"98119",47.6318,-122.369,2490,4200 +"4443800375","20141002T000000",400000,3,1,900,4084,"1.5",0,0,3,7,900,0,1910,0,"98117",47.684,-122.393,1280,4080 +"9376301800","20150324T000000",724950,4,1.75,1960,4340,"1",0,0,5,8,980,980,1912,0,"98117",47.6847,-122.37,1630,4360 +"6799300150","20140903T000000",321000,4,2.25,1800,4500,"2",0,0,4,8,1800,0,2004,0,"98031",47.394,-122.183,2010,5050 +"3271800910","20140701T000000",1.35692e+006,4,3.5,4270,5800,"2",0,3,5,10,3170,1100,1937,0,"98199",47.6474,-122.411,3100,5800 +"0042000245","20140613T000000",171000,4,2,1520,19672,"1",0,0,3,6,1020,500,1920,0,"98188",47.4683,-122.281,1810,7840 +"1625069101","20140707T000000",1.36e+006,4,3,5430,108900,"2",0,0,4,10,5430,0,1987,0,"98053",47.6582,-122.038,3170,107076 +"4046700110","20150224T000000",323000,3,1.75,1950,15037,"1",0,0,3,7,1950,0,1989,0,"98014",47.6892,-121.913,1760,15181 +"2423600100","20140502T000000",491500,4,1.75,2190,125452,"1",0,2,3,9,2190,0,1968,0,"98092",47.2703,-122.069,3000,125017 +"0621069154","20140721T000000",226000,4,1.5,1200,10890,"1",0,0,5,7,1200,0,1972,0,"98042",47.3423,-122.088,1250,10139 +"2436200025","20141009T000000",580000,6,1.75,2180,4000,"1.5",0,0,4,7,1380,800,1926,0,"98105",47.6643,-122.29,1720,4000 +"9808610410","20140822T000000",640000,4,2.5,2320,11259,"2",0,0,3,9,2320,0,1982,0,"98004",47.6443,-122.194,2820,11770 +"1370803640","20140820T000000",619790,3,1.75,1040,5097,"1",0,0,4,7,800,240,1944,0,"98199",47.6385,-122.401,1630,5097 +"3779300210","20140630T000000",383962,4,2.5,2700,6998,"2",0,0,3,8,2700,0,2001,0,"98188",47.4694,-122.263,2350,10550 +"0424049059","20140815T000000",373000,3,2,1400,2445,"1",0,0,3,7,840,560,2002,0,"98144",47.5926,-122.299,1400,3200 +"5422560850","20141210T000000",541338,3,2.5,2060,8123,"2",0,0,3,8,1010,1050,1977,0,"98052",47.6642,-122.13,1760,6170 +"0558100065","20141003T000000",254922,2,1,780,8160,"1",0,0,4,6,780,0,1953,0,"98133",47.7356,-122.34,1310,8160 +"4442800040","20140624T000000",575000,3,2.25,2400,5000,"1.5",0,0,4,7,1440,960,1926,0,"98117",47.6897,-122.393,1630,5000 +"4038600300","20140902T000000",650000,4,3,2900,15535,"1",0,2,4,7,1870,1030,1961,0,"98008",47.612,-122.119,2330,10217 +"5070000120","20140813T000000",269950,3,1.5,1740,9547,"1",0,0,4,7,1740,0,1962,0,"98055",47.4475,-122.213,1780,9936 +"0795002450","20150430T000000",270950,2,1,780,6250,"1",0,0,3,6,780,0,1942,0,"98168",47.5099,-122.33,1280,7100 +"3579000180","20141229T000000",495000,3,2.75,2430,14861,"1",0,0,3,9,1530,900,1988,0,"98028",47.7461,-122.247,2230,10300 +"6821102170","20140507T000000",794154,4,2,2210,8556,"1",0,1,4,8,1210,1000,1954,0,"98199",47.6498,-122.396,2190,7975 +"5151900110","20141219T000000",340768,3,1.5,1510,11200,"1",0,0,4,8,1510,0,1960,0,"98003",47.3347,-122.325,2110,12070 +"5101407790","20140801T000000",375000,2,1,900,5413,"1",0,0,3,7,900,0,1947,0,"98125",47.7047,-122.307,1280,6380 +"2538400040","20140524T000000",820000,4,2.5,3670,7000,"2",0,0,3,10,3670,0,2005,0,"98075",47.5854,-122.08,3680,7437 +"1025049266","20140930T000000",555000,2,2.25,1160,954,"2",0,0,3,8,960,200,2014,0,"98105",47.6647,-122.284,1160,1327 +"4340610040","20140612T000000",312500,2,1.5,1070,1200,"2",0,0,3,7,1070,0,1999,0,"98103",47.697,-122.347,1070,1200 +"3204300610","20141202T000000",450000,2,1,950,4560,"1.5",0,0,3,7,950,0,1925,0,"98112",47.6288,-122.3,2040,4560 +"6793300220","20150105T000000",739000,3,2.75,2950,6667,"2",0,0,3,9,2950,0,2003,0,"98029",47.5577,-122.026,3340,6667 +"1568100087","20150413T000000",320000,3,2,1420,1716,"2",0,0,3,7,1050,370,2003,0,"98155",47.7364,-122.295,1420,8150 +"4338800600","20140609T000000",235000,3,1,1590,13000,"1.5",0,0,3,6,1590,0,1944,0,"98166",47.4789,-122.346,1460,8400 +"7211400535","20150323T000000",275500,4,1,1290,5000,"1.5",0,0,3,7,1290,0,1957,0,"98146",47.5128,-122.358,1440,2500 +"8682261140","20140618T000000",564000,2,2,1690,4500,"1",0,0,3,8,1690,0,2004,0,"98053",47.7133,-122.031,1640,4500 +"4435000145","20150501T000000",263000,4,1.75,1340,8700,"1.5",0,0,3,6,1340,0,1958,0,"98188",47.4514,-122.287,1240,8700 +"0421059018","20141104T000000",257000,3,1.75,1397,18000,"1",0,0,3,7,1397,0,1965,2014,"98092",47.3388,-122.166,1950,31294 +"1321059013","20150319T000000",725000,4,2.5,3750,218506,"2",0,0,3,10,3750,0,1991,0,"98092",47.3045,-122.103,2540,39413 +"2143700406","20141211T000000",300000,3,2.25,2000,7560,"1",0,0,3,7,1400,600,1979,0,"98055",47.4798,-122.228,2040,6949 +"8961950410","20140707T000000",328000,3,2,2250,7904,"1.5",0,0,3,8,2250,0,1998,0,"98001",47.3165,-122.252,2460,8622 +"1788800770","20140728T000000",187500,3,1,840,8400,"1",0,0,3,6,840,0,1959,0,"98023",47.3281,-122.344,1030,8640 +"7518507685","20150223T000000",400000,3,1,1100,5100,"2",0,0,4,7,1100,0,1900,0,"98117",47.679,-122.386,1540,5100 +"2490200220","20150302T000000",515000,3,1.5,1660,5100,"1",0,0,4,7,1210,450,1954,0,"98136",47.5345,-122.383,1440,5100 +"0284000025","20150420T000000",1.41e+006,2,2,2180,18525,"1",1,4,5,9,1580,600,1952,0,"98146",47.5036,-122.387,2480,21503 +"0522059189","20150417T000000",235000,3,1,1460,8400,"1",0,0,3,7,1460,0,1958,0,"98055",47.4243,-122.198,1460,9600 +"7203150330","20140717T000000",669000,4,2.5,2470,4945,"2",0,0,3,8,2470,0,2012,0,"98053",47.6898,-122.015,2510,4988 +"3124089060","20150424T000000",282000,3,1,1250,13503,"1.5",0,0,4,6,1250,0,1931,0,"98065",47.526,-121.829,1450,13503 +"7518504130","20140626T000000",663000,3,2,1480,3876,"1",0,0,5,7,860,620,1928,0,"98117",47.6808,-122.382,1660,3774 +"7893802670","20150424T000000",279900,3,3.25,2240,5000,"2",0,0,3,9,1540,700,1989,0,"98198",47.4114,-122.334,1800,7500 +"2548100180","20140507T000000",335000,3,2,1570,7200,"1",0,0,4,7,1570,0,1952,0,"98155",47.7501,-122.314,1410,7434 +"4024100915","20141231T000000",689000,4,2.75,3250,10000,"2",0,0,3,9,3250,0,2014,0,"98155",47.7557,-122.309,1620,10089 +"1026069106","20150421T000000",413100,3,2.25,1790,231303,"1",0,0,3,7,1250,540,1980,0,"98077",47.7558,-122.027,2090,93654 +"7852020720","20150327T000000",506950,3,2.5,2080,4931,"2",0,0,3,8,2080,0,2000,0,"98065",47.5342,-121.868,1890,4229 +"9828702265","20140506T000000",500000,3,2.5,1480,1171,"3",0,0,3,8,1480,0,2006,0,"98112",47.62,-122.3,1480,1231 +"5104511250","20140613T000000",540000,5,3,3610,9775,"2",0,0,3,8,3610,0,2003,0,"98038",47.3545,-122.011,2800,8582 +"9828201885","20140822T000000",812000,3,2.5,2040,4559,"2",0,0,3,9,2040,0,1998,0,"98122",47.6156,-122.295,1500,4500 +"7525950110","20140828T000000",1.2e+006,4,3.25,3850,19842,"2",0,3,3,11,3180,670,1989,0,"98074",47.6239,-122.065,4320,19500 +"3211260120","20141215T000000",370000,3,2.25,3230,35306,"2",0,0,3,9,3230,0,1987,0,"98092",47.3065,-122.113,2760,35285 +"7250000065","20140825T000000",338000,3,2,2440,23512,"1",0,0,3,6,1640,800,1933,0,"98148",47.4594,-122.326,1630,19613 +"1446400564","20140507T000000",185000,4,1,1490,6600,"1",0,0,3,7,1490,0,1969,0,"98168",47.4835,-122.332,1280,6600 +"0224059021","20141219T000000",450000,3,1,1150,35415,"1",0,0,4,7,1010,140,1950,0,"98008",47.5974,-122.129,2460,11781 +"6392000625","20140712T000000",451000,2,1,900,6000,"1",0,0,3,7,900,0,1944,2004,"98115",47.6855,-122.289,1460,4800 +"6817850110","20150421T000000",785000,4,2.5,3210,24527,"1.5",0,0,3,11,3210,0,1984,0,"98074",47.6399,-122.052,3280,24527 +"3902100175","20140728T000000",850000,5,3,3900,5250,"1.5",0,1,5,8,2620,1280,1931,0,"98116",47.5577,-122.389,1950,5700 +"7205400180","20141223T000000",235000,3,1,1240,18000,"1",0,0,2,7,1240,0,1943,0,"98198",47.3514,-122.315,1240,18000 +"7351200295","20150114T000000",1.15e+006,3,1.75,1760,6788,"2",1,4,3,7,1760,0,1940,1960,"98125",47.7336,-122.284,1630,7588 +"0291310260","20140516T000000",377500,3,2.25,1410,1377,"2",0,0,3,7,1290,120,2005,0,"98027",47.5342,-122.067,1445,1370 +"3026059204","20140530T000000",825500,3,2.5,2780,11964,"2",0,0,3,9,2780,0,2009,0,"98034",47.7127,-122.216,1760,9640 +"2856102105","20140610T000000",1.0595e+006,5,3.25,3230,3825,"2",0,0,3,9,2480,750,2014,0,"98117",47.6785,-122.392,1480,5100 +"3343301343","20141120T000000",880000,5,3.5,4600,8764,"2",0,0,3,10,3180,1420,2007,0,"98006",47.5491,-122.19,3210,9431 +"8682302030","20140521T000000",413800,3,2,1440,4421,"1",0,0,3,8,1440,0,2007,0,"98053",47.7188,-122.024,1440,4157 +"1048000160","20140627T000000",504200,2,1.5,1200,1687,"3",0,0,3,8,1200,0,2008,0,"98103",47.6491,-122.334,1240,1296 +"5714200140","20150422T000000",421500,4,3,2793,5703,"2",0,0,3,9,2793,0,2009,0,"98030",47.3682,-122.178,2793,5704 +"1152200030","20150305T000000",855169,4,2.5,2970,5050,"2",0,0,3,8,2970,0,2014,0,"98052",47.7043,-122.122,2810,4998 +"3157600075","20150207T000000",380000,3,2,1440,3218,"1",0,0,3,7,850,590,2008,0,"98106",47.5655,-122.36,1170,5000 +"1972200554","20140804T000000",580000,3,2.25,1480,1026,"3",0,0,3,8,1480,0,2014,0,"98103",47.6536,-122.354,1570,1283 +"9429400060","20150409T000000",377000,3,2.5,1870,5333,"2",0,0,3,8,1870,0,2012,0,"98019",47.7447,-121.984,2100,3730 +"0301401610","20140930T000000",329900,4,2.75,2475,4000,"2",0,0,3,7,2475,0,2014,0,"98002",47.3452,-122.209,2475,4000 +"1025039326","20140828T000000",921800,4,2.5,2950,7024,"2",0,0,3,10,2950,0,2012,0,"98199",47.6651,-122.403,2950,6339 +"9385200041","20150304T000000",529500,3,2.25,1410,905,"3",0,0,3,9,1410,0,2014,0,"98116",47.5818,-122.402,1510,1352 +"7237450550","20140603T000000",363990,4,2.5,2240,3712,"2",0,0,3,8,2240,0,2014,0,"98038",47.3551,-122.061,2530,4315 +"2862500060","20150115T000000",834950,5,2.75,3230,6500,"2",0,0,3,9,3230,0,2014,0,"98074",47.6237,-122.023,3180,7624 +"4046500270","20140819T000000",399000,3,2,2100,31550,"1",0,0,3,8,2100,0,2010,0,"98014",47.6907,-121.917,1860,18452 +"2161400060","20141114T000000",338900,3,2.25,1936,9495,"1",0,0,3,8,1936,0,2013,0,"98030",47.3714,-122.197,1410,12770 +"2781230070","20150311T000000",419950,3,2.5,3120,6000,"2",0,0,3,9,3120,0,2007,0,"98038",47.3473,-122.03,2670,6000 +"4019500160","20150413T000000",493000,4,2.5,2070,4270,"2",0,0,3,8,2070,0,2010,0,"98028",47.773,-122.265,2070,4610 +"6980500030","20141211T000000",650000,4,2.5,3700,4500,"2",0,0,3,9,3700,0,2007,0,"98028",47.7473,-122.23,3050,5047 +"1442880260","20140909T000000",456000,3,2.5,2130,5205,"2",0,0,3,8,2130,0,2013,0,"98045",47.4832,-121.774,2250,5462 +"9268851860","20140918T000000",425000,3,2.25,1620,997,"2.5",0,0,3,8,1540,80,2010,0,"98027",47.54,-122.026,1620,1068 +"0832700320","20150209T000000",348000,3,2.5,1490,2478,"3",0,0,3,8,1490,0,2009,0,"98133",47.7236,-122.353,1270,1156 +"2937300550","20141029T000000",1.04089e+006,5,4,4180,7232,"2",0,0,3,9,4180,0,2014,0,"98052",47.7049,-122.125,3570,6054 +"2114700368","20141118T000000",299000,2,2.5,1400,1262,"2",0,0,3,8,1160,240,2008,0,"98106",47.5342,-122.349,1060,1524 +"2213000030","20140512T000000",1.264e+006,4,3.75,3490,9170,"2",0,0,3,9,3490,0,2012,0,"98004",47.5991,-122.2,1810,8470 +"2626119062","20141112T000000",155000,3,1,1300,6098,"1",0,0,3,7,1300,0,2013,0,"98014",47.7074,-121.364,1300,6849 +"7338220160","20150225T000000",319500,4,2.5,2730,4962,"2",0,0,3,8,2730,0,2006,0,"98002",47.3363,-122.216,2150,3802 +"2781280310","20141222T000000",274000,3,2.5,1830,2517,"2",0,0,3,8,1830,0,2005,0,"98055",47.4496,-122.189,1610,2762 +"3448740070","20140616T000000",429000,5,2.5,2340,4500,"2",0,0,3,7,2340,0,2009,0,"98059",47.4911,-122.154,2190,4500 +"2895800710","20141202T000000",267800,3,1.75,1410,1899,"2",0,0,3,8,1410,0,2014,0,"98106",47.5171,-122.347,1410,1811 +"0723049434","20150408T000000",369950,3,2.5,1930,8254,"2",0,0,3,7,1930,0,2014,0,"98146",47.4973,-122.346,1540,8849 +"2922059212","20150109T000000",480000,6,5,3028,18055,"2",0,0,3,7,3028,0,2005,0,"98030",47.3651,-122.197,1400,34575 +"1441000350","20140915T000000",440000,4,3.5,3180,4869,"2",0,0,3,8,2390,790,2007,0,"98055",47.4482,-122.206,2850,4500 +"8562790310","20150324T000000",839704,4,3.25,2950,4161,"2",0,0,3,10,2210,740,2014,0,"98027",47.5297,-122.073,2790,3693 +"2767604425","20150129T000000",535000,3,3.25,1430,1276,"3",0,0,3,8,1430,0,2007,0,"98107",47.6712,-122.38,1430,1243 +"0306000565","20140825T000000",290000,2,1.5,1020,1275,"3",0,0,3,8,1020,0,2008,0,"98103",47.7003,-122.346,980,1415 +"6130500060","20140721T000000",370000,3,2.5,1650,1793,"3",0,0,3,8,1650,0,2007,0,"98133",47.7107,-122.332,1650,1863 +"3362400125","20150303T000000",405000,3,2,1060,651,"3",0,0,3,7,1060,0,2007,0,"98103",47.6828,-122.345,1440,1501 +"1442880510","20140530T000000",499431,4,2.75,2620,6019,"2",0,0,3,8,2620,0,2013,0,"98045",47.484,-121.771,2790,6716 +"9188200505","20140710T000000",275000,4,2.5,1830,3868,"2",0,0,3,7,1830,0,2007,0,"98118",47.5186,-122.276,2330,3868 +"1865400075","20140522T000000",320000,3,2.25,998,844,"2",0,0,3,7,798,200,2007,0,"98117",47.6983,-122.367,998,1110 +"7853320550","20140805T000000",425000,4,2.5,2070,4427,"2",0,0,3,7,2070,0,2007,0,"98065",47.5208,-121.869,2070,4556 +"9831200172","20150227T000000",1.45e+006,4,3.5,2860,2199,"3",0,0,3,10,2860,0,2013,0,"98102",47.6262,-122.323,1990,1378 +"8141300030","20150210T000000",340000,3,2,1920,5688,"1",0,3,3,9,1920,0,2007,0,"98022",47.1952,-121.976,2384,4802 +"7899800863","20141001T000000",299900,3,2.5,1210,2046,"2",0,0,3,9,920,290,2008,0,"98106",47.5212,-122.357,1070,651 +"0745530240","20141226T000000",865950,5,3.5,4890,12039,"2",0,0,3,9,3590,1300,2014,0,"98011",47.7338,-122.208,4590,10079 +"4055700784","20140815T000000",720000,4,2.5,3420,17038,"2",0,0,3,9,3420,0,2007,0,"98034",47.718,-122.241,2520,14190 +"1180000830","20141002T000000",460000,4,3.5,2870,3225,"2",0,3,3,9,2070,800,2006,0,"98178",47.5009,-122.225,1770,6450 +"0291310270","20141119T000000",375000,3,2.5,1600,2042,"2",0,0,3,8,1600,0,2005,0,"98027",47.5341,-122.067,1445,1370 +"1934800162","20150511T000000",386180,2,1.5,960,1829,"2",0,0,3,7,960,0,2005,0,"98122",47.6032,-122.308,1470,1829 +"2309710070","20150114T000000",280000,3,2.75,1740,5639,"1",0,3,3,7,1740,0,2010,0,"98022",47.1942,-121.977,2380,5331 +"6181500340","20140808T000000",359000,4,2.5,2575,4725,"2",0,0,3,8,2575,0,2011,0,"98001",47.3058,-122.277,2575,5323 +"7853220390","20140502T000000",785000,5,3.25,3660,11995,"2",0,2,3,10,3660,0,2006,0,"98065",47.5337,-121.86,3320,11241 +"9834201375","20150206T000000",425000,3,2.25,1420,1230,"2",0,0,3,8,940,480,2009,0,"98144",47.5703,-122.288,1400,1230 +"5214510060","20150504T000000",575000,5,2.5,3070,7200,"2",0,0,3,8,3070,0,2005,0,"98059",47.4939,-122.137,2590,7200 +"3221079050","20150303T000000",465000,3,2.5,1920,144619,"1",0,0,3,8,1920,0,2014,0,"98022",47.2683,-121.946,2010,48787 +"1266200140","20150506T000000",1.85e+006,4,3.25,4160,10335,"2",0,0,3,10,4160,0,2014,0,"98004",47.6235,-122.192,1840,10333 +"2523039346","20150218T000000",720000,4,3.25,3276,10801,"2",0,0,3,9,3276,0,2008,0,"98166",47.4585,-122.361,2010,11656 +"1624049293","20140506T000000",390000,5,3.75,2890,5000,"1",0,0,3,7,1310,1580,2006,0,"98108",47.5701,-122.296,1930,5117 +"1973700030","20150429T000000",2.205e+006,3,2.5,3430,10177,"2",0,0,3,10,3430,0,2014,0,"98034",47.7159,-122.251,3110,12339 +"1070000390","20140702T000000",1.05469e+006,4,3.5,3390,3979,"2",0,0,3,9,2610,780,2014,0,"98199",47.6482,-122.408,3350,4165 +"2524059269","20140610T000000",915000,6,3.75,2930,14980,"2",0,3,3,9,2930,0,2013,0,"98006",47.5441,-122.117,3210,10787 +"1972200326","20150422T000000",562000,2,2.25,1300,1314,"3",0,0,3,8,1300,0,2008,0,"98103",47.6536,-122.356,1300,1312 +"3796000400","20141120T000000",349000,2,1.75,1250,1208,"2",0,0,3,7,1040,210,2007,0,"98144",47.6004,-122.299,1250,1656 +"0321030070","20140814T000000",375000,4,2.5,2310,7800,"2",0,0,3,8,2310,0,2011,0,"98042",47.3737,-122.164,2310,7140 +"0476000118","20141212T000000",479950,2,2.25,1360,1336,"3",0,0,3,8,1360,0,2008,0,"98107",47.6714,-122.392,1280,1295 +"2909310060","20150109T000000",319000,4,2.5,2020,5100,"2",0,0,3,7,2020,0,2010,0,"98023",47.2822,-122.357,2300,5685 +"0832700240","20141003T000000",325000,3,1.5,1270,1067,"3",0,0,3,8,1270,0,2009,0,"98133",47.7236,-122.353,1090,1118 +"1442880570","20140821T000000",505657,4,2.75,2790,8092,"2",0,0,3,8,2790,0,2013,0,"98045",47.4834,-121.773,2790,6154 +"9542840060","20150305T000000",340000,4,2.5,2320,4142,"2",0,0,3,7,2320,0,2010,0,"98038",47.3662,-122.019,2150,4140 +"0629650370","20150123T000000",250000,3,2.5,1750,6351,"2",0,0,3,7,1750,0,2012,0,"98001",47.2589,-122.256,1398,6092 +"7967000060","20140926T000000",349500,4,2.5,2030,4596,"2",0,0,3,8,2030,0,2014,0,"98001",47.3515,-122.275,2040,4705 +"3904100041","20150424T000000",290750,3,2.5,1270,865,"2",0,0,3,7,1080,190,2008,0,"98118",47.5351,-122.279,1630,7752 +"9268850860","20150505T000000",715000,5,3.25,2710,2356,"2",0,0,3,8,2230,480,2013,0,"98027",47.5394,-122.028,2160,2108 +"1454100127","20140811T000000",689950,4,2.75,2520,8433,"2",0,0,3,8,2520,0,2014,0,"98125",47.7214,-122.289,1890,7772 +"2856101290","20140924T000000",425000,2,2.5,1340,1263,"3",0,0,3,8,1340,0,2008,0,"98117",47.6788,-122.388,1510,1260 +"2767601872","20150119T000000",657000,2,3,1570,1281,"3",0,0,3,8,1570,0,2014,0,"98107",47.6741,-122.384,1570,2500 +"0255370570","20141120T000000",359950,4,3.5,2690,5564,"2",0,0,3,7,2690,0,2007,0,"98038",47.3537,-122.018,2210,4046 +"0301401370","20140731T000000",319900,4,2.75,2475,4276,"2",0,0,3,7,2475,0,2014,0,"98002",47.345,-122.21,2475,4000 +"1604601804","20150416T000000",532000,3,3.75,2260,2050,"2",0,0,3,9,1170,1090,2010,0,"98118",47.566,-122.29,2130,3082 +"6749700004","20150330T000000",291000,2,1,840,863,"3",0,0,3,8,840,0,2008,0,"98103",47.6974,-122.349,1110,1190 +"1806900499","20140721T000000",675000,3,3.25,1720,1330,"2",0,0,3,8,1030,690,2004,0,"98112",47.62,-122.309,1720,1520 +"7625703435","20150121T000000",885000,3,2.25,2940,6500,"3",0,0,3,9,2940,0,2014,0,"98136",47.5482,-122.388,1680,6500 +"7324900016","20141021T000000",1.45e+006,5,3.5,4170,9090,"2",0,0,3,10,4170,0,2008,0,"98004",47.5918,-122.196,1930,13635 +"3575303430","20141016T000000",780000,6,4.25,4310,10000,"2",0,0,3,8,2950,1360,2008,0,"98074",47.6214,-122.062,2100,10000 +"9492500140","20140712T000000",839950,4,2.75,3010,7200,"2",0,0,3,9,3010,0,2014,0,"98033",47.6948,-122.179,3010,7203 +"9268851670","20150424T000000",645000,3,2.5,2170,1984,"2.5",0,0,3,8,2170,0,2008,0,"98027",47.5401,-122.027,2150,1984 +"0301400830","20141223T000000",263000,3,2.5,1584,3200,"2",0,0,3,7,1584,0,2011,0,"98002",47.3451,-122.215,1584,2800 +"4310702918","20141030T000000",345000,2,2.25,1110,1290,"3",0,0,3,8,1110,0,2006,0,"98103",47.6968,-122.34,1360,1251 +"4305600240","20141125T000000",505000,4,2.5,2420,5006,"2",0,0,3,8,2420,0,2013,0,"98059",47.4795,-122.126,2750,5471 +"7169500200","20140903T000000",522500,2,2.25,1430,1210,"2",0,0,3,8,1340,90,2005,0,"98115",47.6765,-122.301,1430,1016 +"3943600070","20140811T000000",400000,3,2.5,2393,4788,"2",0,0,3,8,2393,0,2012,0,"98055",47.4517,-122.204,2439,5477 +"1048000060","20140619T000000",543000,3,2.25,1240,949,"3",0,0,3,8,1240,0,2008,0,"98103",47.6488,-122.334,1310,1140 +"3449500045","20141013T000000",495000,4,2.5,2980,12075,"1",0,0,3,8,1910,1070,2007,0,"98056",47.5074,-122.172,2240,12075 +"1438000200","20140911T000000",549995,4,3.5,2970,6587,"2",0,0,3,8,2260,710,2014,0,"98059",47.4776,-122.122,2970,5690 +"5424100030","20150211T000000",327555,3,2.5,2329,5720,"2",0,0,3,8,2329,0,2010,0,"98030",47.362,-122.2,2197,5720 +"7853270710","20150409T000000",690000,5,3.25,3340,9075,"2",0,0,3,8,2600,740,2005,0,"98065",47.5446,-121.88,2770,6646 +"9161100075","20150318T000000",673000,4,2.25,2580,2875,"2",0,0,3,9,2580,0,2015,0,"98116",47.5674,-122.392,1290,5750 +"1085622860","20140721T000000",384435,3,2.5,2029,3906,"2",0,0,3,9,2029,0,2014,0,"98003",47.341,-122.18,2029,3920 +"9578090240","20140815T000000",780000,4,2.75,3430,6500,"2",0,0,3,9,3050,380,2006,0,"98052",47.7079,-122.106,3070,6802 +"4083306045","20141029T000000",1.375e+006,5,3.75,3330,5042,"2",0,2,3,9,2470,860,2014,0,"98103",47.6497,-122.339,1780,3990 +"6666830320","20150324T000000",950968,5,3.5,3220,5081,"2",0,0,3,8,3220,0,2013,0,"98052",47.7048,-122.111,2970,5753 +"8562780160","20150329T000000",334950,2,2.25,1240,750,"2",0,0,3,7,1150,90,2008,0,"98027",47.5322,-122.073,1240,750 +"2767704603","20140609T000000",489000,3,3.5,1500,1249,"2",0,0,3,8,1240,260,2004,0,"98107",47.6727,-122.373,1440,1850 +"5631500292","20150420T000000",600000,3,3,3530,8345,"2",0,0,3,10,3530,0,2006,0,"98028",47.7338,-122.234,1940,9600 +"2424039036","20140822T000000",282000,3,2.25,1260,915,"2",0,0,3,8,1020,240,2007,0,"98106",47.555,-122.363,1260,1056 +"2867300030","20140801T000000",442000,4,4,4168,8485,"2",0,0,3,10,3222,946,2007,0,"98023",47.3029,-122.387,4362,8100 +"6661200260","20150512T000000",220000,2,1.5,1030,2850,"2",0,0,3,7,1030,0,1995,0,"98038",47.3845,-122.039,1030,3000 +"7238000240","20150218T000000",489000,3,2.5,3080,5598,"2",0,0,3,8,3080,0,2006,0,"98055",47.4372,-122.206,3080,5303 +"4051150070","20141223T000000",250000,3,1.5,1072,4339,"2",0,0,3,7,1072,0,2009,0,"98042",47.386,-122.162,1443,4341 +"1442880320","20140724T000000",484259,4,2.75,2790,5000,"2",0,0,3,8,2790,0,2014,0,"98045",47.4831,-121.773,2620,5527 +"3616600003","20150302T000000",1.68e+006,3,2.5,4090,16972,"2",0,2,3,11,3590,500,2007,0,"98177",47.7258,-122.37,3740,16972 +"3862710030","20150424T000000",450000,3,2.5,1800,4357,"2",0,0,3,8,1800,0,2013,0,"98065",47.5337,-121.841,1800,3663 +"9828201361","20141114T000000",299000,2,1.5,830,1276,"2",0,0,3,7,830,0,2005,0,"98122",47.6175,-122.297,1540,1484 +"4019500030","20141029T000000",450000,3,2.5,2280,4557,"2",0,0,3,8,2280,0,2010,0,"98028",47.7733,-122.266,2070,4610 +"3630240140","20150123T000000",585000,4,3,2110,1286,"2",0,0,3,9,1710,400,2007,0,"98029",47.5444,-122.014,2000,1286 +"5695000270","20141103T000000",660000,3,2.25,1570,1680,"3",0,0,3,8,1570,0,2014,0,"98103",47.6585,-122.348,1290,1870 +"2349300069","20140512T000000",301500,2,1.5,830,1333,"2",0,0,3,7,830,0,2005,0,"98136",47.5506,-122.381,1120,4822 +"6790830060","20140915T000000",949950,4,3.75,4120,8258,"2",0,0,3,10,4120,0,2012,0,"98075",47.5872,-122.055,3730,8332 +"3630200640","20141030T000000",759990,4,2.5,2540,5760,"2",0,0,3,9,2540,0,2009,0,"98029",47.5405,-121.993,2580,3600 +"7967000160","20150316T000000",355000,4,2.75,2050,4000,"2",0,0,3,8,2050,0,2014,0,"98001",47.3522,-122.275,2050,4000 +"9492500160","20140723T000000",889950,4,2.75,3080,7242,"2",0,0,3,9,3080,0,2014,0,"98033",47.6948,-122.178,3010,7205 +"9268851740","20140701T000000",629800,3,2.5,2390,1984,"2",0,0,3,8,2220,170,2008,0,"98027",47.5405,-122.027,2150,1984 +"3342100421","20150424T000000",745000,4,2.5,3170,5100,"2",0,0,3,9,3170,0,2012,0,"98056",47.5187,-122.208,1580,5100 +"6362900138","20141103T000000",379900,2,1.5,1240,1331,"2",0,0,3,7,1050,190,2007,0,"98144",47.5959,-122.298,1250,1431 +"9358001422","20141114T000000",335000,3,2.5,1090,1139,"2",0,0,3,8,960,130,2009,0,"98126",47.5664,-122.369,1400,1348 +"7853280350","20140512T000000",809000,5,4.5,4630,6324,"2",0,0,3,9,3210,1420,2006,0,"98065",47.5382,-121.86,4420,6790 +"7853361420","20140826T000000",569950,4,2.5,3230,5899,"2",0,0,3,8,3230,0,2012,0,"98065",47.515,-121.869,2720,5899 +"7852120030","20140808T000000",723000,4,3.5,3510,9263,"2",0,0,3,10,3510,0,2001,0,"98065",47.5413,-121.877,3690,10417 +"0731500320","20141110T000000",282000,4,2.5,1785,2552,"2",0,0,3,8,1785,0,2009,0,"98030",47.3582,-122.2,1691,2700 +"6056100102","20141030T000000",569900,5,3.25,2360,3873,"2",0,0,3,8,1990,370,2006,0,"98108",47.5635,-122.299,1720,3071 +"1823049179","20150121T000000",385000,4,2,2340,9716,"1",0,0,3,7,2340,0,2009,0,"98146",47.4842,-122.347,1180,13500 +"9268850030","20140707T000000",420000,3,2.25,1620,1075,"3",0,0,3,8,1540,80,2009,0,"98027",47.5405,-122.026,1620,1237 +"9831200159","20140806T000000",2.25e+006,3,3.25,3890,3452,"2",0,0,3,12,2890,1000,2006,0,"98102",47.626,-122.323,2860,2199 +"8924100370","20140915T000000",1.205e+006,4,3.5,3590,5335,"2",0,2,3,9,3140,450,2006,0,"98115",47.6762,-122.267,2100,6250 +"8669150700","20141208T000000",292000,4,3,1984,4460,"2",0,0,3,7,1984,0,2012,0,"98002",47.3532,-122.211,2095,3402 +"0889000024","20150316T000000",645000,3,2.25,1640,1023,"3",0,0,3,8,1640,0,2014,0,"98105",47.6636,-122.319,1720,1960 +"9268850350","20150319T000000",304500,4,2,1350,942,"3",0,0,3,7,1350,0,2008,0,"98027",47.5394,-122.026,1390,942 +"2619950310","20150507T000000",489500,4,3.5,2730,5707,"2",0,0,3,8,2000,730,2011,0,"98019",47.7327,-121.965,2430,5899 +"7430200060","20150424T000000",1.583e+006,4,4,5610,11063,"3",0,0,3,11,4750,860,2006,0,"98074",47.65,-122.065,4560,11063 +"5100400251","20150106T000000",390000,2,1,962,1992,"2",0,0,3,7,962,0,2012,0,"98115",47.6911,-122.313,1130,1992 +"2597490030","20141002T000000",815000,4,3.5,3040,4006,"2",0,0,3,8,2350,690,2013,0,"98029",47.5439,-122.011,2050,4000 +"3655500030","20150403T000000",719000,3,3.5,2540,10578,"2",0,1,3,9,2010,530,2014,0,"98006",47.547,-122.192,3240,9831 +"3751600784","20150403T000000",331210,4,2.5,2240,4800,"2",0,0,3,8,2240,0,2014,0,"98001",47.2911,-122.266,2240,5040 +"6781200013","20140507T000000",245000,3,1.5,1260,1270,"2",0,0,3,7,1040,220,2005,0,"98133",47.7111,-122.331,1260,1472 +"2619950060","20140909T000000",465000,5,4,3210,7200,"2",0,0,3,8,2410,800,2011,0,"98019",47.7329,-121.966,2750,7200 +"9523100731","20140930T000000",580000,3,2.5,1620,1171,"3",0,4,3,8,1470,150,2008,0,"98103",47.6681,-122.355,1620,1505 +"9272201318","20150414T000000",540000,3,2,1580,1972,"2.5",0,2,3,8,1180,400,2007,0,"98116",47.5903,-122.386,1500,1908 +"5676000004","20141118T000000",399000,3,2.5,1430,1250,"3",0,0,3,7,1430,0,2007,0,"98103",47.6904,-122.342,1360,1269 +"8091670070","20140804T000000",328000,4,2.5,1850,5388,"2",0,0,3,8,1850,0,2009,0,"98038",47.3494,-122.041,2140,5086 +"7853380570","20150511T000000",701000,4,2.5,3340,5314,"2",0,0,3,10,3340,0,2010,0,"98065",47.5167,-121.885,3220,5500 +"8091670200","20141022T000000",408000,3,2.75,2670,4800,"2",0,0,3,8,2670,0,2014,0,"98038",47.3483,-122.042,2340,5000 +"8084900160","20150212T000000",2.6411e+006,5,4.25,4660,16200,"2",0,2,3,11,4660,0,2005,0,"98004",47.6326,-122.216,3340,16200 +"1498300875","20140814T000000",445000,3,2.5,1550,930,"2",0,0,3,8,1060,490,2006,0,"98144",47.5857,-122.314,1550,1301 +"7853270200","20141021T000000",672500,4,2.5,3470,6651,"2",0,0,3,9,3470,0,2005,0,"98065",47.5426,-121.879,2730,6179 +"9211010320","20140709T000000",538000,3,2.5,3010,7014,"2",0,0,3,8,3010,0,2009,0,"98059",47.4949,-122.149,3030,6180 +"2867300160","20140904T000000",450000,5,3.5,3931,9497,"2",0,0,3,10,2650,1281,2014,0,"98023",47.3008,-122.386,3510,9497 +"3278605570","20140619T000000",362500,3,2.5,1800,2700,"2",0,0,3,8,1800,0,2011,0,"98126",47.5458,-122.369,1380,1200 +"4310702858","20141015T000000",414950,3,2.5,1570,1551,"3",0,0,3,8,1570,0,2008,0,"98103",47.6961,-122.341,1570,1705 +"2838000030","20150127T000000",679950,3,2.5,2230,3939,"2",0,0,3,8,2230,0,2014,0,"98133",47.73,-122.335,2230,4200 +"1673000240","20141112T000000",290000,4,2.5,2423,7292,"2",0,0,3,8,2423,0,2005,0,"98023",47.3227,-122.37,2495,7489 +"7899800791","20141023T000000",230000,3,2,1160,1174,"2",0,0,3,7,790,370,2007,0,"98106",47.5225,-122.357,1160,994 +"8682320160","20150220T000000",439950,2,2,1440,4666,"1",0,0,3,8,1440,0,2010,0,"98053",47.709,-122.019,1510,4595 +"8155870200","20140522T000000",349900,4,2.5,2052,3723,"2",0,0,3,8,2052,0,2014,0,"98003",47.2824,-122.295,2052,5250 +"2858600083","20141222T000000",550000,5,2.5,2780,9272,"2",0,0,3,8,2780,0,2014,0,"98126",47.5168,-122.378,1150,8460 +"2391601195","20150430T000000",1.05e+006,4,4.25,3720,5750,"2",0,2,3,9,2960,760,2006,0,"98116",47.5632,-122.399,2550,5750 +"0976000903","20150319T000000",655000,2,2.25,1460,1851,"2",0,0,3,9,1180,280,2014,0,"98119",47.6461,-122.362,1800,4269 +"7904700128","20141110T000000",385000,3,3.5,1370,1540,"2",0,0,3,8,1100,270,2006,0,"98116",47.5638,-122.388,1370,915 +"5609000311","20150410T000000",729999,6,4.5,3600,6110,"2",0,0,3,9,2510,1090,2012,0,"98118",47.5687,-122.291,1360,5800 +"1972201963","20140616T000000",523950,3,2.25,1420,1282,"3",0,0,3,8,1420,0,2006,0,"98103",47.6533,-122.346,1530,1280 +"9272201704","20140512T000000",369000,2,2.5,980,895,"2",0,0,3,8,670,310,2009,0,"98116",47.5874,-122.386,980,899 +"8648900060","20140505T000000",509900,3,2.5,1790,2700,"2",0,0,3,8,1790,0,2010,0,"98027",47.564,-122.093,1890,3078 +"3832050890","20140715T000000",282000,3,2.5,2010,5399,"2",0,0,3,7,2010,0,2006,0,"98042",47.3338,-122.052,2280,5141 +"0255450340","20140827T000000",387865,3,2.5,2370,4200,"2",0,0,3,8,2370,0,2014,0,"98038",47.3696,-122.018,2370,4200 +"2172000890","20141120T000000",385000,4,2.5,2560,6238,"2",0,0,3,8,2560,0,2007,0,"98178",47.4899,-122.255,2560,6240 +"6127010320","20140609T000000",536000,3,2.5,1900,6224,"2",0,0,3,7,1900,0,2005,0,"98075",47.5941,-122.004,2260,5450 +"2810100023","20140625T000000",395000,2,2.25,1350,1493,"2",0,0,3,8,1050,300,2007,0,"98136",47.5421,-122.388,1250,1202 +"8011100125","20141117T000000",545000,4,2.75,2650,6717,"2",0,0,3,10,2650,0,2014,0,"98056",47.4947,-122.171,2740,7923 +"7852090390","20150413T000000",715000,4,2.5,3020,7035,"2",0,4,3,9,3020,0,2001,0,"98065",47.5344,-121.874,3020,6771 +"3630080070","20140710T000000",348000,3,2.5,1500,2255,"2",0,0,3,7,1500,0,2005,0,"98029",47.5538,-121.997,1440,2040 +"9126100765","20140801T000000",455000,3,1.75,1320,1014,"3",0,0,3,9,1320,0,2015,0,"98122",47.6047,-122.305,1380,1495 +"7853380510","20140603T000000",575000,4,2.75,3120,7644,"2",0,0,3,10,3120,0,2010,0,"98065",47.5156,-121.884,2980,6050 +"0993000136","20141007T000000",449950,3,2.25,1540,1270,"3",0,0,3,7,1540,0,2014,0,"98103",47.6935,-122.341,1230,1454 +"3278604510","20140625T000000",364000,3,2.5,1800,2790,"2",0,0,3,8,1800,0,2011,0,"98126",47.5455,-122.371,1580,2036 +"2937300060","20141201T000000",932990,4,2.5,3640,6389,"2",0,0,3,9,3640,0,2014,0,"98052",47.7049,-122.123,3570,6303 +"9510860060","20140627T000000",710000,3,2.5,2440,4153,"2",0,0,3,9,2440,0,2003,0,"98052",47.665,-122.087,2030,4143 +"0293070310","20150213T000000",949990,4,4,3970,7314,"2",0,0,3,9,3970,0,2014,0,"98074",47.6173,-122.056,3560,5258 +"0255450400","20140731T000000",326989,3,2.5,2060,4200,"2",0,0,3,8,2060,0,2014,0,"98038",47.3706,-122.017,2370,4200 +"3845100140","20140708T000000",335606,3,2.5,2538,4600,"2",0,0,3,8,2538,0,2013,0,"98092",47.2584,-122.196,2570,4800 +"3758900075","20140507T000000",1.5325e+006,5,4.5,4270,8076,"2",0,0,3,11,3400,870,2007,0,"98033",47.699,-122.206,4100,10631 +"3395071610","20141126T000000",299950,3,2.5,1320,3150,"2",0,0,3,7,1320,0,2005,0,"98118",47.5328,-122.282,1390,1725 +"9477580030","20141014T000000",962000,4,2.75,3340,5700,"2",0,0,3,11,3340,0,2013,0,"98059",47.5059,-122.146,3340,6940 +"8138870060","20140813T000000",395825,2,2.5,1590,1679,"2",0,0,3,8,1590,0,2012,0,"98029",47.5449,-122.011,1590,1680 +"7237450030","20141014T000000",419354,5,2.75,2710,4500,"2",0,0,3,8,2710,0,2014,0,"98038",47.3547,-122.062,2710,4626 +"3767300041","20140826T000000",920000,4,2.75,3140,7258,"2",0,1,3,10,3140,0,2006,0,"98034",47.7064,-122.232,2990,13600 +"0291310370","20140829T000000",366000,3,2.25,1445,1028,"2",0,0,3,7,1300,145,2005,0,"98027",47.5339,-122.067,1445,1377 +"7853361230","20140516T000000",480000,4,2.5,2430,5000,"2",0,0,3,7,2430,0,2009,0,"98065",47.515,-121.873,2430,5441 +"7904700126","20141120T000000",388000,3,3.25,1370,915,"2",0,0,3,8,1100,270,2006,0,"98116",47.5639,-122.388,1370,1146 +"8085400376","20150421T000000",2.32e+006,4,3.5,5050,9520,"2",0,0,3,11,3610,1440,2007,0,"98004",47.6364,-122.209,2430,9248 +"9828702851","20150121T000000",730000,3,2.5,1860,1290,"2",0,0,3,9,1240,620,2010,0,"98122",47.6179,-122.301,1710,1525 +"8562710550","20140521T000000",950000,5,3.75,5330,6000,"2",0,2,3,10,3570,1760,2006,0,"98027",47.5401,-122.073,4420,5797 +"3278613210","20140728T000000",358990,3,3.25,1710,2171,"2",0,0,3,7,1400,310,2014,0,"98106",47.5434,-122.368,1380,1300 +"7694200340","20141016T000000",398651,4,2.5,2650,4120,"2",0,0,3,8,2650,0,2014,0,"98146",47.5019,-122.34,2030,3768 +"1839500055","20141114T000000",530000,4,2.5,2590,7891,"2",0,0,3,9,2590,0,2006,0,"98056",47.5055,-122.194,1400,7891 +"3448900320","20140723T000000",610360,4,2.5,2610,5562,"2",0,0,3,9,2610,0,2013,0,"98056",47.5137,-122.169,2720,7400 +"9267200226","20140502T000000",436110,3,2.5,1770,1235,"3",0,0,3,8,1600,170,2007,0,"98103",47.6965,-122.342,1680,1203 +"2895730070","20140620T000000",925000,4,2.75,3730,8014,"2",0,0,3,10,3730,0,2012,0,"98074",47.6036,-122.059,3670,8279 +"2970800105","20150313T000000",449950,4,2.5,2420,5244,"2",0,0,3,9,2420,0,2007,0,"98166",47.4729,-122.35,1400,5250 +"0325059277","20140527T000000",760000,4,2.5,3330,7399,"2",0,0,3,9,3330,0,2009,0,"98052",47.679,-122.153,2640,8601 +"6817750140","20140708T000000",293000,3,2.25,1910,3481,"2",0,0,3,8,1910,0,2009,0,"98055",47.4293,-122.188,1714,3177 +"8682320640","20150212T000000",695000,2,2.5,2170,7665,"1",0,2,3,8,2170,0,2013,0,"98053",47.7112,-122.019,2300,7100 +"8669180390","20140604T000000",285000,3,2.5,2437,5136,"2",0,0,3,7,2437,0,2011,0,"98002",47.3517,-122.21,2437,4614 +"4233600260","20141230T000000",1.25578e+006,5,4,4180,12042,"2",0,0,3,10,4180,0,2014,0,"98075",47.5959,-122.014,1800,6052 +"3278611600","20140714T000000",379900,3,2.5,1800,2791,"2",0,0,3,8,1800,0,2011,0,"98126",47.5442,-122.371,1580,2617 +"7787920160","20150427T000000",472000,5,2.5,2570,7412,"2",0,0,3,8,2570,0,2006,0,"98019",47.7265,-121.957,2890,8056 +"2517101200","20140707T000000",300000,4,2.5,2090,5195,"2",0,0,3,7,2090,0,2007,0,"98031",47.3986,-122.166,2090,5236 +"6181420200","20141120T000000",272000,4,2.5,2789,3960,"2",0,0,3,7,2789,0,2007,0,"98001",47.3059,-122.28,2547,3960 +"3845100550","20141120T000000",418395,4,2.5,2906,5893,"2",0,0,3,9,2906,0,2014,0,"98092",47.2599,-122.192,2680,4950 +"7853321180","20141222T000000",465000,5,2.5,2550,6405,"2",0,0,3,7,2550,0,2008,0,"98065",47.5191,-121.869,2190,5900 +"7502800030","20140716T000000",659950,4,2.75,3550,9400,"2",0,0,3,9,3550,0,2014,0,"98059",47.4827,-122.131,3550,9421 +"3869900139","20150107T000000",484950,3,2.25,1590,926,"3",0,0,3,8,1590,0,2014,0,"98136",47.5402,-122.387,1640,1321 +"1332700200","20150426T000000",359000,3,2.25,1950,1968,"2",0,0,4,7,1160,790,1979,0,"98056",47.5179,-122.195,1950,1968 +"9211010260","20140617T000000",519000,4,2.5,3250,4500,"2",0,0,3,8,3250,0,2009,0,"98059",47.4944,-122.149,3030,4518 +"4100500070","20140527T000000",1.71e+006,5,4.5,4590,14685,"2",0,0,3,10,4590,0,2009,0,"98033",47.664,-122.2,3030,9486 +"7708210070","20140617T000000",535000,4,2.75,3070,7201,"2",0,0,3,9,3070,0,2006,0,"98059",47.4897,-122.147,2880,8364 +"7853270520","20150409T000000",622950,4,3.25,3030,7644,"2",0,0,3,8,2830,200,2006,0,"98065",47.5457,-121.881,3400,6908 +"5126300060","20140811T000000",515000,3,2.5,2610,5845,"2",0,0,3,8,2610,0,2005,0,"98059",47.4821,-122.142,2810,5000 +"2517000260","20140522T000000",330000,4,3.5,3150,6202,"2",0,0,3,7,3150,0,2005,0,"98042",47.3993,-122.162,2950,5940 +"0832700270","20150213T000000",318000,3,1.5,1240,983,"3",0,0,3,8,1240,0,2009,0,"98133",47.7235,-122.353,1240,1026 +"3022800260","20141007T000000",439000,3,2.5,1680,2801,"2",0,0,3,7,1680,0,2011,0,"98011",47.745,-122.181,1920,2723 +"0254000241","20150324T000000",540000,3,2.5,2220,5279,"2",0,0,3,8,2220,0,2006,0,"98146",47.5132,-122.387,1610,5297 +"7237501370","20140717T000000",1.079e+006,4,3.25,4800,12727,"2",0,0,3,10,4800,0,2011,0,"98059",47.5311,-122.134,4750,13602 +"0662440030","20150326T000000",435000,4,2.5,3100,4699,"2",0,0,3,9,3100,0,2010,0,"98038",47.3785,-122.023,2450,5130 +"2524069078","20150122T000000",2.7e+006,4,4,7850,89651,"2",0,0,3,12,7850,0,2006,0,"98027",47.5406,-121.982,6210,95832 +"8895800200","20141017T000000",1.1e+006,4,2.75,3590,5625,"2",0,0,3,10,3590,0,2012,0,"98052",47.6959,-122.133,3590,5625 +"9268850160","20150206T000000",293467,4,2,1590,942,"3",0,0,3,7,1590,0,2008,0,"98027",47.54,-122.026,1390,942 +"7299600700","20150512T000000",328000,3,2.5,2242,4800,"2",0,0,3,8,2242,0,2013,0,"98092",47.2581,-122.2,2009,4800 +"0291310340","20140708T000000",550000,3,3.5,2490,3582,"2",0,0,3,8,1720,770,2005,0,"98027",47.5338,-122.067,1445,1590 +"2768100510","20150402T000000",649000,3,2,1530,1442,"3",0,0,3,9,1530,0,2015,0,"98107",47.6692,-122.372,1620,1456 +"1776230060","20140708T000000",435000,4,2.5,2150,3143,"2",0,0,3,7,2150,0,2010,0,"98059",47.5048,-122.154,2640,3200 +"1772600510","20140620T000000",625000,3,2.5,2440,4800,"2",0,0,3,10,2440,0,2014,0,"98106",47.5595,-122.365,1180,5480 +"8024200677","20150429T000000",415000,3,1.5,1270,1483,"3",0,0,3,8,1270,0,2007,0,"98115",47.6987,-122.317,1270,1413 +"0982850060","20140603T000000",400000,3,2.25,1450,4706,"2",0,0,3,7,1450,0,2009,0,"98028",47.761,-122.232,1490,4667 +"7518506715","20140506T000000",979000,3,2.5,2690,4047,"3",0,0,3,10,2690,0,2014,0,"98117",47.6797,-122.385,2040,5000 +"7202280390","20150220T000000",625250,4,2.5,2755,4831,"2",0,0,3,7,2755,0,2003,0,"98053",47.685,-122.039,2510,4831 +"0710600160","20140909T000000",665000,4,3.5,2650,3474,"2",0,0,3,8,2230,420,2011,0,"98027",47.5377,-122.046,2330,3474 +"0952005525","20140627T000000",589500,3,3.25,2310,3075,"2",0,0,3,8,1730,580,2005,0,"98116",47.5644,-122.383,2310,3075 +"2487700274","20150309T000000",437000,2,3,1460,1452,"2",0,0,3,8,1140,320,2007,0,"98136",47.5224,-122.39,1460,1452 +"3449000060","20141001T000000",320000,3,1,1400,9000,"1",0,0,5,7,1400,0,1959,0,"98059",47.5022,-122.145,1440,8400 +"7830800473","20150114T000000",333500,3,2.5,2196,7475,"2",0,0,3,8,2196,0,2006,0,"98030",47.3803,-122.204,1860,6755 +"6056100370","20141124T000000",430000,3,2.25,2020,2750,"2",0,0,3,8,1680,340,2008,0,"98108",47.5633,-122.297,1720,1546 +"2126059295","20140805T000000",995500,5,4.5,4280,8465,"2",0,0,3,10,4280,0,2014,0,"98034",47.7325,-122.165,2990,11067 +"1442880340","20140603T000000",427874,3,3,2340,5002,"2",0,0,3,8,2340,0,2013,0,"98045",47.4831,-121.773,2790,5375 +"7694200070","20140521T000000",334990,4,2.5,2220,4228,"2",0,0,3,8,2220,0,2014,0,"98146",47.5014,-122.341,2220,4157 +"8562710640","20150211T000000",909500,4,4,4420,5940,"2",0,0,3,10,3410,1010,2006,0,"98027",47.5397,-122.072,4510,5797 +"3832050860","20150319T000000",210000,3,2,1580,4961,"2",0,0,3,7,1580,0,2006,0,"98042",47.3338,-122.053,2280,5000 +"2526059225","20150123T000000",952990,4,2.75,3550,6558,"2",0,0,3,9,3550,0,2013,0,"98052",47.7076,-122.115,3140,5617 +"1972200139","20150218T000000",622500,2,1.75,1510,851,"3",0,0,3,8,1420,90,2013,0,"98107",47.6536,-122.358,1300,1338 +"2768100186","20140618T000000",515000,3,3.5,1360,1419,"2",0,0,3,8,1040,320,2007,0,"98107",47.6697,-122.371,1560,1977 +"6791400070","20150126T000000",350000,3,2.5,2040,13590,"2",0,0,3,8,2040,0,2009,0,"98042",47.3122,-122.04,1850,12485 +"0424049284","20141016T000000",310000,1,1.5,1120,912,"3",0,0,3,7,1120,0,2011,0,"98144",47.5924,-122.299,1380,3200 +"7853280550","20140528T000000",700000,4,3.5,4490,5099,"2",0,0,3,9,3390,1100,2006,0,"98065",47.5394,-121.861,4290,5537 +"7768800270","20140715T000000",907687,4,2.5,3560,6786,"2",0,0,3,9,2930,630,2014,0,"98075",47.5756,-122.071,3560,5886 +"8682320350","20140709T000000",741500,2,2.5,2150,5760,"1",0,0,3,8,2150,0,2010,0,"98053",47.7094,-122.018,1640,4680 +"1776460140","20140724T000000",395000,3,2.5,2130,5088,"2",0,0,3,8,1840,290,2011,0,"98019",47.7329,-121.976,2130,5762 +"5045700400","20150223T000000",559950,5,2.75,2990,6370,"2",0,0,3,8,2990,0,2014,0,"98059",47.4853,-122.154,2730,5740 +"3356402702","20140725T000000",215000,4,2.5,1847,8000,"2",0,0,3,7,1847,0,2008,0,"98001",47.2872,-122.257,1847,8000 +"2140950160","20150222T000000",390000,4,2.5,2610,7227,"2",0,0,3,9,2610,0,2011,0,"98010",47.314,-122.023,2630,7421 +"2621069017","20150303T000000",425000,3,2.25,1670,107157,"1",0,0,3,7,1670,0,2007,0,"98022",47.2743,-122.009,3310,108900 +"1422069070","20150507T000000",472000,3,2.5,1860,415126,"2",0,0,3,7,1860,0,2006,0,"98038",47.3974,-122.005,2070,54014 +"2579500181","20150407T000000",1.33e+006,4,3.5,3440,9776,"2",0,0,3,10,3440,0,2006,0,"98040",47.5374,-122.216,2400,11000 +"7852120140","20140610T000000",695000,4,3.5,3510,9364,"2",0,0,3,10,3510,0,2001,0,"98065",47.54,-121.876,3510,9161 +"9274200324","20150120T000000",545000,3,2.5,1740,1279,"3",0,0,3,8,1740,0,2008,0,"98116",47.589,-122.387,1740,1280 +"0422000075","20140711T000000",389950,4,2.5,2240,5500,"2",0,0,3,8,2240,0,2013,0,"98056",47.496,-122.169,700,5500 +"0263000253","20150330T000000",380000,3,2.25,1550,1485,"3",0,0,3,8,1550,0,2011,0,"98103",47.6989,-122.346,1550,1480 +"9268850140","20141117T000000",288790,4,2,1390,745,"3",0,0,3,7,1390,0,2008,0,"98027",47.5401,-122.026,1390,942 +"9306500200","20150401T000000",432500,3,3,2500,6000,"2",0,0,3,8,2500,0,2012,0,"98058",47.4408,-122.161,2130,6000 +"8562770350","20141206T000000",615000,3,3.5,2710,3326,"2",0,0,3,8,1650,1060,2005,0,"98027",47.5371,-122.073,2280,2738 +"2026049326","20140707T000000",500000,3,2.5,1720,3012,"2",0,0,3,9,1720,0,2011,0,"98133",47.7312,-122.334,1720,7658 +"9126101090","20140531T000000",615000,3,2.25,1760,1146,"3",0,0,3,9,1760,0,2014,0,"98122",47.6073,-122.304,1346,3472 +"2888000030","20140926T000000",500000,4,2.25,2270,8196,"1",0,0,5,7,1150,1120,1963,0,"98034",47.7214,-122.227,1920,10122 +"8032700075","20141015T000000",622000,3,3.5,1690,1765,"2",0,0,3,8,1370,320,2006,0,"98103",47.6536,-122.34,1690,1694 +"7853440140","20150409T000000",802945,5,3.5,4000,9234,"2",0,0,3,9,4000,0,2015,0,"98024",47.5265,-121.887,3690,6600 +"1245003330","20140731T000000",1.26e+006,4,2.5,2880,9003,"2",0,0,3,10,2880,0,2008,0,"98033",47.6844,-122.199,2640,8126 +"1176001124","20150224T000000",598950,3,2.5,1480,1531,"3",0,0,3,8,1480,0,2014,0,"98107",47.669,-122.402,1530,1321 +"7853360990","20150102T000000",430000,3,2.5,1950,4949,"2",0,0,3,7,1950,0,2009,0,"98065",47.5155,-121.87,2200,5740 +"7853320030","20141124T000000",515000,4,2.75,2700,5150,"2",0,0,3,9,2700,0,2009,0,"98065",47.5209,-121.874,2700,5747 +"7576200012","20140717T000000",1.262e+006,2,3,2210,3917,"2",0,0,3,10,1500,710,2008,0,"98122",47.6166,-122.291,1720,3933 +"7207900030","20140609T000000",400000,4,3.5,2370,3692,"2.5",0,0,3,8,2370,0,2013,0,"98056",47.5044,-122.17,2520,5425 +"0952006827","20150422T000000",390000,3,2.5,1310,1254,"2",0,0,3,7,850,460,2007,0,"98116",47.5622,-122.384,1310,1372 +"7853321090","20141001T000000",450000,3,2.5,2410,4293,"2",0,0,3,7,2410,0,2007,0,"98065",47.5196,-121.869,2190,5900 +"1042700060","20140516T000000",804995,5,1.5,3360,5402,"2",0,0,3,9,3360,0,2014,0,"98074",47.6067,-122.053,3360,5415 +"2597490140","20150326T000000",825000,4,3.25,3040,4155,"2",0,0,3,8,2350,690,2013,0,"98029",47.5429,-122.012,2680,4000 +"7852130800","20140513T000000",435000,4,2.25,2140,6355,"2",0,0,3,7,2140,0,2002,0,"98065",47.5367,-121.88,2480,5746 +"7625702967","20140609T000000",398000,3,2.5,1720,1715,"2",0,0,3,7,1240,480,2004,0,"98136",47.5481,-122.384,1610,1626 +"3845100640","20140605T000000",411605,4,2.5,2658,3960,"2",0,0,3,9,2658,0,2014,0,"98092",47.2603,-122.194,2578,4200 +"1773100922","20141208T000000",315000,3,3.25,1480,983,"2",0,0,3,8,1180,300,2013,0,"98106",47.5555,-122.363,1330,1062 +"2770602493","20141120T000000",455000,2,2,1350,1209,"3",0,0,3,8,1350,0,2013,0,"98199",47.649,-122.383,1310,982 +"0475000187","20150501T000000",452950,3,2.5,1150,1194,"2",0,0,3,8,1020,130,2006,0,"98107",47.6684,-122.365,1450,1714 +"6056100383","20140520T000000",380000,3,1.75,1690,1468,"2",0,0,3,8,1380,310,2008,0,"98108",47.563,-122.297,1690,1936 +"6056111370","20141124T000000",340000,2,1.75,1270,1916,"2",0,0,3,8,1270,0,2012,0,"98108",47.5648,-122.294,1140,1916 +"9578500510","20141103T000000",409950,3,2.5,2655,5080,"2",0,0,3,8,2655,0,2013,0,"98023",47.2972,-122.348,2879,5232 +"9828701488","20150504T000000",360000,2,1,880,1165,"2",0,0,3,8,880,0,2005,0,"98122",47.6192,-122.297,1640,3825 +"6600000217","20150403T000000",1.595e+006,4,4.25,4645,7757,"2",0,0,3,10,3855,790,2006,0,"98112",47.6248,-122.29,2150,6970 +"8024200685","20140520T000000",440000,3,1.5,1270,1443,"3",0,0,3,8,1270,0,2007,0,"98115",47.699,-122.317,1270,1413 +"2923039264","20140910T000000",730000,2,1.75,1728,95950,"1",0,3,3,9,1728,0,2012,0,"98070",47.4579,-122.443,1720,35735 +"8073900070","20140522T000000",408000,3,2.25,1950,7221,"1",0,0,4,8,1950,0,2006,0,"98188",47.431,-122.285,2310,8125 +"2419700030","20140825T000000",820000,4,2.5,3170,3862,"3",0,0,3,8,3170,0,2008,0,"98034",47.6705,-122.145,2840,4181 +"9396700024","20140731T000000",360000,2,2.5,1233,1244,"2",0,0,3,7,963,270,2007,0,"98136",47.5533,-122.381,1230,1300 +"3845100160","20140620T000000",339990,3,2.5,2570,4600,"2",0,0,3,8,2570,0,2014,0,"98092",47.2582,-122.196,2570,5000 +"9126100814","20141008T000000",515000,3,2,1560,1020,"3",0,0,3,8,1560,0,2014,0,"98122",47.605,-122.304,1560,1728 +"1982201595","20150121T000000",541000,3,1.75,1630,1166,"2",0,0,3,8,1020,610,2013,0,"98107",47.6646,-122.367,1420,1670 +"8151600973","20150406T000000",375000,4,2.5,2510,7245,"2",0,0,3,9,2510,0,2007,0,"98146",47.5096,-122.363,1830,8900 +"2722059322","20141020T000000",320000,4,2.5,2223,5780,"2",0,0,3,8,2223,0,2010,0,"98042",47.3586,-122.157,1690,7766 +"8562780090","20150227T000000",325000,2,2.25,1230,1058,"2",0,0,3,7,1160,70,2008,0,"98027",47.5325,-122.073,1240,817 +"3346300356","20150318T000000",740000,5,2.75,3050,7520,"2",0,0,3,8,3050,0,2014,0,"98056",47.5245,-122.184,2180,10800 +"7237450600","20141030T000000",450000,5,2.75,2710,6220,"2",0,0,3,8,2710,0,2014,0,"98038",47.3555,-122.061,2530,4759 +"8944550100","20140723T000000",455000,4,2.5,2090,4400,"2",0,0,3,8,2090,0,2011,0,"98118",47.5403,-122.286,2090,3430 +"3438502437","20150203T000000",292500,3,2.5,1440,1068,"2",0,0,3,8,1160,280,2006,0,"98106",47.5393,-122.361,1580,1483 +"2423069039","20140806T000000",650000,3,2.5,2500,51836,"1",0,0,3,9,1510,990,2013,0,"98027",47.4694,-121.989,2270,54450 +"8011100047","20150306T000000",530000,4,2.75,2740,7872,"2",0,0,3,10,2740,0,2015,0,"98056",47.4954,-122.172,1220,6300 +"1042700300","20140804T000000",829995,5,3.25,3360,6120,"2",0,0,3,9,3360,0,2014,0,"98074",47.607,-122.053,3230,5398 +"1776460110","20141223T000000",395000,4,2.75,2280,5013,"2",0,0,3,8,2280,0,2009,0,"98019",47.7333,-121.976,2130,5121 +"0293070090","20140711T000000",859990,4,2.75,3520,5500,"2",0,0,3,9,3520,0,2014,0,"98074",47.6181,-122.056,3340,5500 +"7548301044","20140710T000000",342500,2,1.5,1320,826,"2",0,0,3,8,1100,220,2008,0,"98144",47.5879,-122.304,1340,1213 +"7203160090","20141205T000000",743000,4,2.75,3410,5838,"2",0,0,3,9,3410,0,2012,0,"98053",47.6931,-122.022,3420,7048 +"8096800110","20141215T000000",345000,3,2.25,2730,9388,"1",0,0,3,7,1390,1340,1975,0,"98030",47.3785,-122.185,2255,5701 +"3278600900","20141231T000000",443000,3,2.5,1780,2778,"2",0,0,3,8,1530,250,2007,0,"98126",47.5487,-122.372,1380,1998 +"4051150100","20140929T000000",260000,3,2.5,1427,4337,"2",0,0,3,7,1427,0,2009,0,"98042",47.3857,-122.162,1443,4347 +"0925059311","20140722T000000",810000,4,2.5,2910,6555,"2",0,0,3,9,2910,0,2005,0,"98033",47.6659,-122.172,2910,10419 +"4305600100","20141222T000000",570000,4,2.75,3250,5600,"2",0,0,3,8,3250,0,2011,0,"98059",47.4806,-122.125,2730,5667 +"2311400195","20150303T000000",1.5631e+006,5,3.5,3630,8100,"2",0,0,3,10,3630,0,2008,0,"98004",47.5951,-122.2,1730,8246 +"1732800194","20141113T000000",840000,2,2.5,1680,975,"3",0,0,3,9,1680,0,2009,0,"98119",47.6321,-122.361,1680,977 +"5015001452","20150414T000000",950000,3,2.5,2280,2296,"3",0,0,3,9,1890,390,2013,0,"98112",47.6256,-122.299,1390,4000 +"7853430690","20150127T000000",572800,3,2.5,3310,4682,"2",0,0,3,9,2380,930,2015,0,"98065",47.5201,-121.885,2660,5166 +"3821700038","20141001T000000",305000,3,3,1290,1112,"3",0,0,3,7,1290,0,2008,0,"98125",47.7282,-122.296,1230,9000 +"5078400215","20140730T000000",1.695e+006,5,4.75,3940,7067,"2",0,0,3,10,3230,710,2008,0,"98004",47.6232,-122.205,1910,7735 +"1773100315","20140827T000000",445000,4,2.5,2170,6000,"2",0,0,3,7,1630,540,2008,0,"98106",47.5589,-122.365,1720,5668 +"2224069165","20140902T000000",801000,4,3.5,3290,8059,"2",0,0,3,9,3290,0,2012,0,"98029",47.5573,-122.02,3290,10758 +"9510861140","20140714T000000",711000,3,2.5,2550,5376,"2",0,0,3,9,2550,0,2004,0,"98052",47.6647,-122.083,2250,4050 +"3277801431","20140827T000000",268500,3,2.25,1140,977,"2",0,0,3,7,850,290,2008,0,"98126",47.5439,-122.375,1140,976 +"1760650750","20141006T000000",320000,4,2.5,2300,3825,"2",0,0,3,7,2300,0,2012,0,"98042",47.3594,-122.082,2110,3825 +"1607100038","20140921T000000",500000,4,3.25,2670,5001,"1",0,0,3,9,1640,1030,2013,0,"98108",47.5666,-122.293,1610,5001 +"1862400176","20140505T000000",631625,4,2.5,2440,6651,"2",0,0,3,9,2440,0,2014,0,"98117",47.6971,-122.371,1350,7653 +"5457801833","20150127T000000",850000,2,2.5,1611,2210,"2",0,2,3,10,1611,0,2005,0,"98109",47.6291,-122.347,2070,2182 +"8562770110","20141027T000000",600000,3,3.5,2710,3290,"2",0,0,3,8,1650,1060,2006,0,"98027",47.5367,-122.072,2440,3290 +"2623039019","20140508T000000",988500,3,2.75,2015,16807,"2",1,4,3,9,2015,0,2007,0,"98166",47.45,-122.377,1780,12310 +"9578500690","20150327T000000",430236,4,3.25,3444,5166,"2",0,0,3,8,2714,730,2014,0,"98023",47.2966,-122.348,2848,5182 +"0711000110","20140915T000000",1.26652e+006,3,2.5,3060,9576,"2",0,0,3,10,3060,0,2005,0,"98004",47.5928,-122.199,3060,9579 +"2597490750","20150428T000000",689500,4,2.5,2050,2772,"2",0,0,3,8,2050,0,2013,0,"98029",47.5431,-122.011,1800,2886 +"6056100165","20141201T000000",175003,3,1.5,1390,1882,"2",0,0,3,7,1390,0,2014,0,"98108",47.5667,-122.297,1490,2175 +"2767603824","20140915T000000",459000,2,2.5,1240,1249,"3",0,0,3,8,1240,0,2006,0,"98107",47.6718,-122.386,1240,2500 +"7237550110","20150424T000000",1.18e+006,4,3.25,3750,74052,"2",0,0,3,10,3750,0,2013,0,"98053",47.658,-122.006,4920,74052 +"2325300037","20140902T000000",358000,3,3.25,1410,1442,"3",0,0,3,8,1360,50,2006,0,"98125",47.7183,-122.317,1500,1200 +"1085623710","20140714T000000",447055,4,2.5,2448,4949,"2",0,0,3,9,2448,0,2014,0,"98030",47.3428,-122.179,2815,5446 +"0774100475","20140627T000000",415000,3,2.75,2600,64626,"1.5",0,0,3,8,2600,0,2009,0,"98014",47.7185,-121.405,1740,64626 +"1489300215","20141013T000000",1.21e+006,4,3.25,3330,9000,"2",0,0,3,9,2870,460,2004,0,"98033",47.6836,-122.208,2550,6349 +"9828702902","20141021T000000",495000,2,2.25,1160,1010,"2",0,0,3,8,1000,160,2006,0,"98112",47.6207,-122.301,1200,1170 +"6371000100","20141120T000000",479000,2,2.25,1330,1380,"2",0,0,3,8,1060,270,2005,0,"98116",47.577,-122.41,1580,4802 +"2025069140","20150317T000000",1.898e+006,3,2.5,2830,4334,"3",1,4,3,10,2830,0,2006,0,"98074",47.6318,-122.071,2830,38211 +"2781280300","20141016T000000",249900,3,2.5,1610,3517,"2",0,0,3,8,1610,0,2005,0,"98055",47.4496,-122.189,1830,2889 +"9551201240","20141030T000000",1.465e+006,4,2.5,2800,4000,"2",0,0,3,9,2800,0,2011,0,"98103",47.6695,-122.339,1770,4200 +"2726059144","20150410T000000",1.037e+006,5,3.75,4570,10194,"2",0,0,3,11,4570,0,2006,0,"98034",47.718,-122.161,2040,7560 +"5363200100","20141020T000000",897000,4,2.5,2820,6120,"2",0,0,3,9,2820,0,2014,0,"98115",47.6911,-122.293,1510,6120 +"1725059330","20150327T000000",1.1e+006,4,2.5,2570,9470,"2",0,0,3,9,2570,0,2006,0,"98033",47.6548,-122.19,2570,10663 +"7234601140","20141113T000000",685000,3,2.25,1710,1193,"2",0,0,3,9,1140,570,2014,0,"98122",47.6173,-122.31,1510,1193 +"3057000300","20140930T000000",295000,3,1.5,1220,3286,"2",0,0,3,7,1220,0,1982,0,"98033",47.7168,-122.189,1220,2640 +"1972200553","20140804T000000",619000,3,2.25,1650,946,"3",0,0,3,8,1650,0,2014,0,"98103",47.6536,-122.354,1570,1283 +"6371000148","20141125T000000",439108,2,1.5,1130,1340,"2",0,0,3,8,910,220,2008,0,"98116",47.5761,-122.41,1310,1340 +"0301400850","20150220T000000",260000,3,2.25,1489,2800,"2",0,0,3,7,1489,0,2011,0,"98002",47.3452,-122.215,1584,3200 +"1123049232","20140606T000000",279000,5,2.5,2690,5557,"2",0,0,3,7,2690,0,2012,0,"98178",47.4914,-122.253,2090,10500 +"3654200037","20150330T000000",380000,3,2.25,1530,1305,"2",0,0,3,7,1116,414,2007,0,"98177",47.7034,-122.357,1320,1427 +"7299601790","20141107T000000",287000,3,2.5,1600,6315,"2",0,0,3,8,1600,0,2013,0,"98092",47.2611,-122.198,1608,4300 +"2771101921","20141211T000000",377000,2,1.5,1000,1251,"2",0,0,3,7,930,70,2006,0,"98199",47.6529,-122.384,1420,1187 +"3566800485","20150223T000000",649950,4,3.5,2440,3012,"3",0,1,3,8,2440,0,2005,0,"98117",47.6923,-122.392,1860,4650 +"2767601311","20141024T000000",445000,3,2.5,1260,1102,"3",0,0,3,8,1260,0,2007,0,"98107",47.675,-122.387,1320,2500 +"9137101696","20150504T000000",605000,3,2.5,1660,1692,"3",0,0,3,7,1610,50,2005,0,"98115",47.6801,-122.322,1210,1230 +"9528104345","20140923T000000",475000,3,2.25,1190,1137,"2",0,0,3,7,960,230,1999,0,"98115",47.677,-122.325,1190,1080 +"3753000100","20140828T000000",399000,3,3,1520,1884,"3",0,0,3,8,1520,0,2009,0,"98125",47.7176,-122.284,1360,1939 +"6798100690","20150420T000000",718000,5,2.75,3250,8100,"2",0,0,3,8,3250,0,2014,0,"98125",47.7133,-122.311,1270,8100 +"0148000475","20140528T000000",1.4e+006,4,3.25,4700,9160,"1",0,4,3,11,2520,2180,2005,0,"98116",47.5744,-122.406,2240,8700 +"3277801417","20140516T000000",341000,3,2.5,1480,1663,"2",0,0,3,9,1180,300,2012,0,"98126",47.5443,-122.375,1380,1537 +"8682320090","20140519T000000",818000,2,2.5,2380,9374,"1",0,2,3,8,2380,0,2011,0,"98053",47.7095,-122.019,1610,5000 +"9828701507","20141202T000000",759000,3,2.25,1640,1873,"3",0,0,3,8,1640,0,2014,0,"98112",47.6196,-122.297,1640,3920 +"3362400432","20140611T000000",547500,3,3.5,1650,2262,"3",0,0,3,8,1650,0,2010,0,"98103",47.6823,-122.347,1620,3166 +"0856000195","20140521T000000",2.7e+006,5,4.75,5305,8401,"2",0,2,3,11,3745,1560,2005,0,"98033",47.6864,-122.215,2960,7200 +"9396700028","20140722T000000",358000,2,2.5,1278,987,"2",0,0,3,7,1002,276,2007,0,"98136",47.5532,-122.381,1220,1287 +"8850000018","20141001T000000",412000,3,2.5,1200,813,"3",0,0,3,9,1200,0,2010,0,"98144",47.5894,-122.315,1750,4365 +"9524100207","20150130T000000",245000,2,1.5,690,1058,"2",0,0,3,7,690,0,2005,0,"98103",47.6951,-122.343,690,1058 +"1085623350","20141007T000000",460940,4,2.5,3202,4964,"2",0,0,3,9,3202,0,2014,0,"98030",47.3412,-122.179,2425,4886 +"7663700973","20140522T000000",321000,3,2.25,1347,1292,"3",0,0,3,7,1347,0,2010,0,"98125",47.7306,-122.291,1480,1865 +"7853420100","20140623T000000",633634,4,3.5,2960,6000,"2",0,0,3,9,2960,0,2014,0,"98065",47.5183,-121.886,2960,6000 +"1025039168","20140923T000000",290000,1,0.75,740,1284,"1",0,0,4,6,740,0,1928,0,"98107",47.6741,-122.406,1430,3988 +"0476000110","20150401T000000",445000,2,2.25,1200,1137,"3",0,0,3,7,1200,0,2007,0,"98107",47.6715,-122.392,1280,1295 +"2254100090","20150407T000000",887250,5,3.5,4320,7502,"2",0,0,3,9,3500,820,2012,0,"98056",47.5235,-122.168,3250,7538 +"8682320600","20140911T000000",739000,3,2.5,2310,7348,"1",0,3,3,8,2310,0,2010,0,"98053",47.7116,-122.019,2310,7153 +"9834201366","20141216T000000",429900,3,2,1490,1286,"3",0,0,3,8,1490,0,2014,0,"98144",47.57,-122.288,1420,1230 +"7625702451","20150106T000000",459000,3,2,1480,800,"2",0,0,3,8,1000,480,2014,0,"98136",47.5492,-122.387,1480,886 +"0301402120","20140625T000000",240000,3,2.25,1481,2820,"2",0,0,3,7,1481,0,2012,0,"98002",47.3457,-122.217,1481,3028 +"6382500076","20140910T000000",566950,3,3,1730,1902,"3",0,0,3,8,1730,0,2014,0,"98117",47.6944,-122.377,1830,1804 +"3758900259","20140507T000000",1.04e+006,4,3.5,3900,8391,"2",0,0,3,10,3900,0,2006,0,"98033",47.6979,-122.205,3820,12268 +"3126049446","20150310T000000",343000,3,3.5,1130,1449,"3",0,0,3,7,1130,0,2005,0,"98103",47.6968,-122.348,1130,1200 +"3744000100","20141111T000000",572115,4,3.25,3230,4838,"2",0,0,3,9,3230,0,2014,0,"98038",47.3559,-122.023,2980,5094 +"9510860750","20150108T000000",918000,5,3.5,3920,5150,"2",0,0,3,9,2820,1100,2004,0,"98052",47.6638,-122.084,3170,5530 +"7228500037","20150505T000000",555000,2,1.5,1190,1361,"2",0,0,3,8,1190,0,2007,0,"98122",47.6161,-122.302,1280,3360 +"3814900750","20140716T000000",399440,4,2.5,2311,4396,"2",0,0,3,9,2311,0,2014,0,"98092",47.3276,-122.163,2458,4616 +"1294300038","20140711T000000",450000,3,2.5,1810,914,"3",0,0,3,8,1380,430,2008,0,"98116",47.5732,-122.387,1810,914 +"7853350090","20140604T000000",648000,4,2.5,3290,6203,"2",0,0,3,9,3290,0,2008,0,"98065",47.5441,-121.86,2990,6835 +"9211010900","20140618T000000",580000,4,2.5,3250,5000,"2",0,0,3,8,3250,0,2008,0,"98059",47.4988,-122.148,3230,5507 +"1085623250","20150331T000000",415000,4,2.5,2544,4071,"2",0,0,3,9,2544,0,2013,0,"98030",47.341,-122.179,2358,4179 +"2025049192","20141021T000000",527500,3,2.5,1380,1389,"3",0,0,3,8,1380,0,2008,0,"98102",47.6427,-122.327,1380,1249 +"7625703354","20140730T000000",384000,3,2.25,1430,800,"2",0,0,3,8,1140,290,2011,0,"98136",47.5477,-122.388,1430,1387 +"2051200436","20140820T000000",692000,3,2.5,3490,28213,"1.5",0,2,3,9,2242,1248,2009,0,"98070",47.365,-122.456,2120,56628 +"3880900236","20140822T000000",455000,2,1.5,910,966,"2",0,0,3,8,820,90,2006,0,"98119",47.627,-122.361,2740,6400 +"1646502355","20150403T000000",1.28e+006,4,3.25,3080,4120,"2",0,0,3,9,2380,700,2014,0,"98117",47.6845,-122.359,1410,4120 +"2619950110","20140624T000000",415000,3,2.5,2280,6031,"2",0,0,3,8,2280,0,2011,0,"98019",47.7322,-121.966,2430,7200 +"1964700054","20141222T000000",975000,3,2.5,1660,1344,"3",0,0,3,8,1660,0,2008,0,"98102",47.644,-122.327,1750,2040 +"1926059039","20141006T000000",799950,4,2.5,3320,7429,"2",0,0,3,9,3320,0,2014,0,"98034",47.7189,-122.225,1840,7429 +"3438500037","20150405T000000",545000,5,4,1680,7268,"1",0,0,3,8,1370,310,2008,0,"98106",47.5571,-122.356,2040,8259 +"9578501110","20141003T000000",429900,4,3.5,2584,5005,"2",0,0,3,8,2584,0,2014,0,"98023",47.296,-122.35,2767,5201 +"8856004786","20140729T000000",275000,3,2.5,2217,8019,"2",0,0,3,7,2217,0,2009,0,"98001",47.2776,-122.251,1470,8037 +"7708200600","20140718T000000",498000,3,2.5,2480,4136,"2",0,0,3,8,2480,0,2009,0,"98059",47.493,-122.147,2510,4314 +"9492500090","20140527T000000",754950,3,2.5,2610,7256,"2",0,0,3,9,2610,0,2014,0,"98033",47.695,-122.18,2610,7206 +"8691440100","20140606T000000",895000,4,3,3240,5562,"2",0,0,3,10,3240,0,2013,0,"98075",47.5919,-121.975,3380,5562 +"7222000090","20140506T000000",580000,4,3.25,3569,8327,"2",0,0,3,10,3569,0,2013,0,"98055",47.4595,-122.208,2550,5251 +"3321049112","20150222T000000",379900,4,2.5,3181,5831,"2",0,0,3,8,3181,0,2014,0,"98003",47.2716,-122.297,2056,24393 +"2911000100","20150310T000000",245000,4,2.5,1921,4888,"2",0,0,3,7,1921,0,2009,0,"98001",47.2689,-122.24,1921,9140 +"3862710090","20140826T000000",417000,3,2.5,1570,4926,"2",0,0,3,8,1570,0,2014,0,"98065",47.5342,-121.842,1800,3202 +"8648900110","20140505T000000",555000,3,2.5,1940,3211,"2",0,0,3,8,1940,0,2009,0,"98027",47.5644,-122.093,1880,3078 +"8648900110","20140826T000000",555000,3,2.5,1940,3211,"2",0,0,3,8,1940,0,2009,0,"98027",47.5644,-122.093,1880,3078 +"6791400100","20140910T000000",353000,4,2.5,2210,13721,"2",0,0,3,8,2210,0,2009,0,"98042",47.3122,-122.039,1850,12951 +"2768301477","20150425T000000",539000,3,2.25,1280,1187,"2",0,0,3,8,1080,200,2008,0,"98107",47.6651,-122.368,1280,1681 +"0126039256","20140904T000000",434900,3,2,1520,5040,"2",0,0,3,7,1520,0,1977,2006,"98177",47.777,-122.362,1860,8710 +"8562780110","20141202T000000",325000,2,2.25,1230,1078,"2",0,0,3,7,1160,70,2008,0,"98027",47.5324,-122.073,1240,817 +"8032700110","20150409T000000",650000,3,2.5,1480,2159,"3",0,0,3,8,1480,0,2007,0,"98103",47.6533,-122.341,1480,1554 +"5635100090","20150225T000000",379950,4,2.5,2612,5850,"2",0,0,3,8,2612,0,2014,0,"98030",47.3751,-122.189,2419,8984 +"2597490300","20141119T000000",700000,3,2.5,2350,4975,"2",0,0,3,8,2350,0,2012,0,"98029",47.5418,-122.01,2350,3951 +"9301300805","20141215T000000",675000,3,2.5,1300,1590,"2",0,0,3,8,1100,200,2014,0,"98109",47.6384,-122.343,1070,1223 +"3449000300","20140609T000000",379000,4,1.5,2020,7560,"1",0,0,4,7,2020,0,1960,0,"98059",47.502,-122.146,1410,8080 +"8562770490","20150330T000000",571000,3,2.5,2140,2867,"2",0,0,3,8,1960,180,2005,0,"98027",47.5357,-122.073,2280,2836 +"3052700464","20141024T000000",475000,3,2.25,1380,1621,"2",0,0,3,8,1140,240,2007,0,"98117",47.678,-122.375,1460,1403 +"9276200569","20140509T000000",769900,4,3.5,2730,3047,"2",0,0,3,8,2400,330,2006,0,"98116",47.5797,-122.391,1980,4600 +"7853280490","20141222T000000",633000,4,3.5,4220,5817,"2",0,0,3,9,2910,1310,2006,0,"98065",47.5392,-121.862,4290,6637 +"2883200524","20140512T000000",635000,3,2.5,1570,1433,"3",0,0,3,8,1570,0,2010,0,"98103",47.6858,-122.336,1570,2652 +"3630200300","20140725T000000",1.238e+006,4,3.5,4670,6000,"2",0,3,3,11,3820,850,2007,0,"98027",47.5414,-121.994,4310,6000 +"1383800015","20150108T000000",524000,3,2.25,1370,1007,"3",0,0,3,8,1330,40,2009,0,"98107",47.6682,-122.361,1570,1635 +"1441000090","20141126T000000",485000,4,3.5,3273,5115,"2",0,0,3,8,2671,602,2014,0,"98055",47.4477,-122.204,2996,5100 +"3760500407","20140521T000000",1.03e+006,3,4,3880,13095,"2",0,3,3,11,3700,180,2009,0,"98034",47.6996,-122.233,3880,10830 +"9528101214","20141024T000000",650000,3,3.5,1494,1262,"3",0,0,3,8,1494,0,2011,0,"98115",47.6826,-122.324,1494,1264 +"2801910100","20141001T000000",754842,3,2.5,2930,5641,"2",0,0,3,8,2930,0,2013,0,"98052",47.71,-122.113,3300,5641 +"1085623640","20140924T000000",428900,4,2.5,2598,5553,"2",0,0,3,9,2598,0,2014,0,"98092",47.3412,-122.178,2502,4900 +"7299601460","20140623T000000",329900,3,2.5,2242,4995,"2",0,0,3,8,2242,0,2011,0,"98092",47.2595,-122.202,1798,4942 +"1070000110","20141218T000000",1.03529e+006,4,2.5,2830,5932,"2",0,0,3,9,2830,0,2014,0,"98199",47.6479,-122.408,2840,5593 +"7853360820","20140909T000000",544999,4,2.5,2710,6937,"2",0,0,3,7,2710,0,2009,0,"98065",47.5153,-121.871,2380,5866 +"7436700090","20140529T000000",449950,4,2.75,2320,4344,"2",0,0,3,8,2320,0,2012,0,"98059",47.4862,-122.163,2310,3770 +"3034200399","20150113T000000",635000,4,2.5,2720,7991,"2",0,0,3,9,2720,0,2006,0,"98133",47.7168,-122.331,1590,8611 +"0889000015","20141103T000000",599000,3,1.75,1650,1180,"3",0,0,3,8,1650,0,2014,0,"98105",47.6638,-122.319,1650,1960 +"2767704252","20141103T000000",478000,3,3.25,1430,1348,"2",0,0,3,8,1160,270,2008,0,"98107",47.6743,-122.374,1160,1265 +"2143700756","20140929T000000",388000,4,2.5,2090,5040,"2",0,0,3,9,2090,0,2014,0,"98055",47.4797,-122.23,1430,12000 +"8946780110","20140804T000000",809950,4,3.5,3660,4903,"2",0,0,3,9,2760,900,2014,0,"98034",47.7184,-122.156,3630,4992 +"6790830090","20150415T000000",1.06e+006,4,3.5,4220,8417,"3",0,0,3,10,4220,0,2012,0,"98075",47.5869,-122.054,3730,8435 +"2768100512","20150422T000000",659000,2,2.5,1450,1213,"2",0,0,3,9,1110,340,2015,0,"98107",47.6692,-122.372,1620,1456 +"9477580110","20140626T000000",971971,4,3.75,3460,6738,"2",0,0,3,11,3460,0,2013,0,"98059",47.506,-122.145,3340,6120 +"7625702437","20150115T000000",389000,3,2.5,1350,874,"3",0,0,3,8,1270,80,2006,0,"98136",47.5491,-122.387,1350,886 +"5416510490","20140708T000000",355000,4,2.75,3000,5470,"2",0,0,3,8,3000,0,2005,0,"98038",47.3613,-122.038,2420,4891 +"1123059125","20141208T000000",551500,4,2.5,2950,10003,"2",0,0,3,9,2950,0,2006,0,"98059",47.489,-122.14,2790,9323 +"7237450110","20140701T000000",417838,4,2.5,2530,5048,"2",0,0,3,8,2530,0,2014,0,"98038",47.3559,-122.063,2530,4359 +"0250000090","20140714T000000",1.75e+006,4,4.5,4650,7660,"2",0,0,3,11,3640,1010,2008,0,"98004",47.6349,-122.198,1710,8400 +"2025049206","20140611T000000",399950,2,1,710,1131,"2",0,0,4,7,710,0,1943,0,"98102",47.6413,-122.329,1370,1173 +"5631500941","20140715T000000",740000,4,2.5,3050,8000,"2",0,0,3,9,3050,0,2007,0,"98028",47.7465,-122.231,1910,8000 +"8562780490","20150223T000000",335000,3,2.5,1150,683,"2",0,0,3,7,1150,0,2013,0,"98027",47.5323,-122.071,1150,755 +"3262300485","20150421T000000",2.25e+006,5,5.25,3410,8118,"2",0,0,3,11,3410,0,2006,0,"98039",47.6295,-122.236,3410,16236 +"5693500846","20150420T000000",667000,3,1.75,1370,1921,"3",0,0,3,8,1370,0,2007,0,"98103",47.6595,-122.351,1370,4000 +"0925059313","20150312T000000",920000,4,2.5,3540,7009,"2",0,0,3,9,3540,0,2007,0,"98033",47.6749,-122.176,2150,10290 +"2461900492","20140511T000000",368000,3,2.5,1370,1350,"2",0,0,3,7,1010,360,2007,0,"98136",47.5534,-122.382,1450,6000 +"6817750110","20140710T000000",307000,4,2.5,1714,3080,"2",0,0,3,8,1714,0,2009,0,"98055",47.429,-122.188,1714,3250 +"3574770100","20150116T000000",550000,4,2.75,3650,4534,"2",0,0,3,7,2940,710,2014,0,"98028",47.7397,-122.224,2400,7682 +"8564860110","20150113T000000",594491,4,2.5,2990,6037,"2",0,0,3,9,2990,0,2013,0,"98045",47.4766,-121.735,2990,5992 +"1085622460","20140929T000000",460458,4,2.5,3284,6516,"2",0,0,3,8,3284,0,2014,0,"98092",47.3393,-122.181,2555,5008 +"1777600850","20140624T000000",859000,4,2.25,3550,13900,"1",0,0,3,8,1830,1720,2010,0,"98006",47.5681,-122.127,2770,12200 +"9284801500","20141211T000000",399950,3,3,1860,2875,"2",0,0,3,8,1710,150,2009,0,"98126",47.5511,-122.373,1350,4830 +"7217400389","20150401T000000",547500,3,3.25,1720,1977,"2",0,0,3,8,1360,360,2007,0,"98122",47.6127,-122.299,1720,3420 +"3832051140","20140623T000000",310000,3,2.5,2540,4775,"2",0,0,3,7,2540,0,2006,0,"98042",47.3341,-122.052,2270,5000 +"0925059137","20140602T000000",939000,4,2.75,3270,12880,"2",0,0,3,9,3270,0,2014,0,"98033",47.6679,-122.172,2420,7505 +"6021503706","20141014T000000",329900,2,2.5,980,1021,"3",0,0,3,8,980,0,2008,0,"98117",47.6844,-122.387,980,1023 +"0475000176","20141222T000000",436000,3,2.5,1150,1193,"2",0,0,3,8,1020,130,2006,0,"98107",47.6684,-122.365,1450,1640 +"1220000367","20140716T000000",320000,3,2.5,1820,1855,"2",0,0,3,8,1570,250,2008,0,"98166",47.4643,-122.346,1470,6900 +"3278605590","20140926T000000",375000,3,2.5,1580,3825,"2",0,0,3,8,1580,0,2011,0,"98126",47.5458,-122.369,1380,1500 +"7203140110","20150324T000000",392137,3,2,1460,3696,"2",0,0,3,7,1460,0,2010,0,"98053",47.6861,-122.013,1720,3631 +"3818400110","20140826T000000",520000,4,2.5,2900,4950,"2",0,0,3,8,2900,0,2004,0,"98028",47.7717,-122.236,2590,4950 +"7702080110","20141016T000000",535000,5,2.75,2620,6389,"2",0,0,3,9,2620,0,2007,0,"98028",47.77,-122.236,2620,4504 +"0952002250","20150324T000000",407000,2,2.5,1340,999,"2",0,0,3,8,940,400,2008,0,"98116",47.5655,-122.386,1470,1436 +"9578500820","20141125T000000",424950,4,3.25,3266,5398,"2",0,0,3,8,3266,0,2014,0,"98023",47.2975,-122.35,3087,5152 +"3448000542","20140811T000000",290000,2,1.5,1076,1060,"3",0,0,3,7,1076,0,2006,0,"98125",47.7167,-122.298,1076,1060 +"9358000552","20141029T000000",399000,3,3.25,1680,1478,"2",0,0,3,8,1360,320,2009,0,"98126",47.5674,-122.369,1530,2753 +"2770601696","20140703T000000",439990,3,2.5,1930,1348,"2",0,0,3,8,1300,630,2005,0,"98199",47.6513,-122.384,1630,6000 +"9834201145","20150222T000000",635000,4,2.5,2880,3091,"2",0,0,3,9,1940,940,2014,0,"98144",47.5711,-122.286,1560,4080 +"3575305452","20140717T000000",635000,4,2.25,2240,5000,"2",0,0,3,8,2240,0,2013,0,"98074",47.6212,-122.058,1760,7500 +"6181500100","20150429T000000",351000,3,2.5,2594,4455,"2",0,0,3,8,2594,0,2012,0,"98001",47.3054,-122.276,2981,4950 +"2767604074","20140822T000000",437500,2,1.5,1210,1232,"3",0,0,3,8,1210,0,2007,0,"98107",47.6712,-122.39,1330,1174 +"2872100345","20140530T000000",919204,4,3.5,3760,5000,"2",0,0,3,9,2860,900,2014,0,"98117",47.6826,-122.394,1340,5000 +"2937300440","20140908T000000",923990,4,2.5,3600,6055,"2",0,0,3,9,3600,0,2014,0,"98052",47.7053,-122.126,3590,6050 +"2597490660","20140624T000000",639888,4,2.5,2050,2772,"2",0,0,3,8,2050,0,2012,0,"98029",47.5421,-122.011,2050,2934 +"3528900768","20150114T000000",675000,3,3.25,1510,2064,"2",0,0,3,8,1220,290,2008,0,"98109",47.6398,-122.345,1670,2594 +"3885802135","20140610T000000",899900,4,2.5,2580,3909,"2",0,0,3,8,2580,0,2013,0,"98033",47.6852,-122.21,1820,5772 +"3336500190","20150130T000000",252000,3,2.5,1670,4020,"2",0,0,3,7,1670,0,2009,0,"98118",47.53,-122.268,1670,4020 +"2425059174","20150317T000000",925000,4,2.5,3190,10034,"2",0,0,3,9,3190,0,2007,0,"98052",47.6379,-122.111,2110,9300 +"1890000170","20141029T000000",552000,3,2.5,1280,1920,"3",0,0,3,8,1280,0,2009,0,"98105",47.6621,-122.324,1450,1900 +"5137800130","20150407T000000",388500,4,2.5,2718,6197,"2",0,0,3,8,2718,0,2006,0,"98092",47.3255,-122.164,2667,5000 +"2767603753","20140829T000000",548000,2,2,1370,1878,"3",0,0,3,8,1370,0,2004,0,"98107",47.6721,-122.387,1280,1878 +"6181410950","20140922T000000",254950,3,2.5,1794,4769,"2",0,0,3,7,1794,0,2005,0,"98001",47.3052,-122.283,3557,4807 +"3226069049","20141208T000000",1.2375e+006,4,4.5,5120,41327,"2",0,0,3,10,3290,1830,2008,0,"98053",47.7009,-122.059,3360,82764 +"6056110430","20140930T000000",629000,3,2.5,2160,1912,"2",0,0,3,9,1970,190,2014,0,"98118",47.5642,-122.292,1810,2653 +"2916200091","20150303T000000",734000,4,2.5,2180,7204,"2",0,0,3,8,2180,0,2014,0,"98133",47.7221,-122.352,1500,7650 +"1773100980","20140618T000000",309000,3,2.25,1490,1294,"2",0,0,3,7,1220,270,2010,0,"98106",47.5569,-122.363,1490,1283 +"1123059126","20140703T000000",554950,3,2.5,2950,10254,"2",0,0,3,9,2950,0,2006,0,"98059",47.4888,-122.14,2800,9323 +"0825079024","20150506T000000",785000,3,2.75,2990,207781,"2",0,0,3,9,2990,0,2000,0,"98014",47.662,-121.944,2590,218671 +"8029770470","20140605T000000",550000,4,2.5,2700,5150,"2",0,0,3,9,2700,0,2007,0,"98059",47.5071,-122.148,3160,7620 +"1563102965","20140811T000000",1.01e+006,4,3.5,3130,5000,"3",0,0,3,10,3130,0,2014,0,"98116",47.5656,-122.403,1950,5152 +"5021900635","20141028T000000",1.575e+006,3,2,3620,14250,"2",0,0,3,8,3220,400,2007,0,"98040",47.5767,-122.225,2370,14250 +"9264450460","20140603T000000",309000,5,2.75,2481,4045,"2",0,0,3,8,2481,0,2014,0,"98001",47.2602,-122.284,2363,4175 +"7694200430","20140625T000000",328423,3,2.5,1730,3600,"2",0,0,3,8,1730,0,2014,0,"98146",47.5019,-122.34,2030,3600 +"7548301041","20140623T000000",345000,3,1.5,1420,1192,"2",0,0,3,8,1140,280,2008,0,"98144",47.5881,-122.304,1340,1213 +"0726059483","20141121T000000",660000,5,3.5,3160,5175,"2",0,0,3,9,3160,0,2014,0,"98011",47.755,-122.216,2100,9351 +"2771102144","20140502T000000",385000,3,3.25,1320,1327,"2",0,0,3,8,1040,280,2008,0,"98199",47.6506,-122.383,1440,1263 +"7011201476","20150318T000000",459000,2,2.25,1010,1107,"2",0,0,3,8,710,300,2006,0,"98119",47.6363,-122.371,1140,1531 +"0053500020","20150114T000000",248000,3,2.5,1870,4046,"2",0,0,3,7,1870,0,2007,0,"98042",47.342,-122.059,2130,4800 +"8920100066","20140820T000000",1.481e+006,4,3.5,5220,15411,"2",0,3,3,11,3550,1670,2006,0,"98075",47.592,-122.085,3110,14124 +"8091670020","20140801T000000",379000,4,2.5,2260,5824,"2",0,0,3,8,2260,0,2011,0,"98038",47.3496,-122.042,2240,5561 +"1176001310","20150304T000000",2.945e+006,5,4.5,4340,5722,"3",0,4,3,10,4340,0,2010,0,"98107",47.6715,-122.406,1770,5250 +"3629960680","20140926T000000",395000,2,2.25,1620,1841,"2",0,0,3,8,1540,80,2004,0,"98029",47.5483,-122.004,1530,1831 +"8562770250","20140507T000000",535000,3,2.5,2280,2289,"2",0,0,3,8,1880,400,2006,0,"98027",47.5375,-122.073,2280,2425 +"1102000514","20141022T000000",970000,5,3.5,3400,9804,"2",0,0,3,9,2550,850,2008,0,"98118",47.543,-122.266,2380,7440 +"1773100275","20150201T000000",205000,2,1.5,830,1020,"2",0,0,3,7,830,0,2006,0,"98106",47.5604,-122.363,830,1379 +"0321030010","20141015T000000",310000,4,2.5,2310,7384,"2",0,0,3,8,2310,0,2010,0,"98042",47.3737,-122.165,2310,7800 +"5393600509","20140702T000000",334500,2,1.5,830,1858,"2",0,0,3,7,830,0,2005,0,"98144",47.5828,-122.314,1480,3030 +"2895730280","20140828T000000",995000,5,3.25,4130,7197,"2",0,0,3,10,4130,0,2012,0,"98074",47.6022,-122.06,3730,7202 +"7967000130","20150401T000000",370228,4,3,2050,4000,"2",0,0,3,8,2050,0,2014,0,"98001",47.3525,-122.275,2050,4000 +"7570060290","20150304T000000",383000,4,2.5,2050,4953,"2",0,0,3,9,2050,0,2014,0,"98038",47.3448,-122.024,2340,6175 +"0291310170","20140804T000000",384500,3,2.5,1600,2610,"2",0,0,3,8,1600,0,2005,0,"98027",47.5344,-122.068,1445,1288 +"0923000425","20140718T000000",865000,5,2.5,3190,8160,"2",0,0,3,9,3190,0,2014,0,"98177",47.7246,-122.363,1650,8160 +"3630200780","20140522T000000",1.051e+006,4,3.75,3860,5474,"2.5",0,0,3,10,3860,0,2007,0,"98029",47.5396,-121.995,3040,5474 +"9578060660","20140513T000000",502000,4,2.5,2040,5616,"2",0,0,3,8,2040,0,2012,0,"98028",47.7737,-122.238,2380,4737 +"0250000010","20140924T000000",1.75e+006,4,3.5,3845,8400,"2",0,0,3,10,3845,0,2013,0,"98004",47.6354,-122.198,1710,8400 +"1438000010","20140912T000000",569995,4,2.5,2650,6875,"2",0,0,3,8,2650,0,2014,0,"98059",47.479,-122.124,2650,5831 +"6626300095","20140519T000000",749950,4,2.5,3430,64441,"2",0,0,3,8,3430,0,2013,0,"98077",47.7694,-122.064,3580,64441 +"8562901100","20141230T000000",550000,3,2.5,2430,5400,"2",0,0,3,8,2430,0,2007,0,"98074",47.6062,-122.057,2640,11990 +"6979970080","20140513T000000",525000,3,3.5,2876,5086,"2",0,0,3,8,2360,516,2007,0,"98072",47.7511,-122.173,2390,4419 +"7853320470","20140611T000000",516000,4,3.5,2550,8698,"2",0,0,3,7,2550,0,2007,0,"98065",47.5216,-121.869,2430,5519 +"1424069056","20140805T000000",1.35e+006,4,3.75,4100,61419,"2",0,0,3,9,4100,0,2014,0,"98029",47.5626,-122.005,2010,32362 +"3448740250","20150428T000000",440000,4,2.5,2730,4526,"2",0,0,3,7,2730,0,2009,0,"98059",47.491,-122.153,2190,4572 +"8129700728","20150414T000000",660000,3,2.5,1780,1729,"2",0,0,3,8,1080,700,2008,0,"98103",47.6594,-122.355,1780,1741 +"3832080440","20141209T000000",261950,3,2.5,1880,5000,"2",0,0,3,7,1880,0,2010,0,"98042",47.3359,-122.054,2260,5000 +"9512200050","20140827T000000",551000,5,3.75,3090,4943,"2",0,0,3,10,3090,0,2010,0,"98058",47.4594,-122.133,3191,5561 +"4027700014","20150225T000000",665000,3,3.5,2460,14155,"2",0,0,3,8,1900,560,2014,0,"98155",47.7743,-122.279,2440,14080 +"7853400250","20140604T000000",610000,4,3.5,2910,5260,"2",0,0,3,9,2910,0,2012,0,"98065",47.5168,-121.883,2910,5260 +"7853400250","20150219T000000",645000,4,3.5,2910,5260,"2",0,0,3,9,2910,0,2012,0,"98065",47.5168,-121.883,2910,5260 +"7853420480","20140618T000000",536751,3,1.75,1930,6360,"1",0,0,3,9,1930,0,2013,0,"98065",47.5181,-121.885,2770,6373 +"8943600020","20150426T000000",260000,3,2.25,1413,3403,"2",0,0,3,8,1413,0,2009,0,"98031",47.4196,-122.193,1763,3719 +"4221900305","20150121T000000",1.312e+006,3,3.25,4030,6300,"2",0,0,3,10,3630,400,2006,0,"98105",47.6664,-122.276,1660,6300 +"1112630130","20150220T000000",429900,4,3.25,2880,5929,"2.5",0,0,3,8,2880,0,2014,0,"98023",47.2752,-122.349,2880,5846 +"0123039376","20140820T000000",535000,4,2.75,2360,15100,"1",0,0,3,8,2360,0,2014,0,"98146",47.5117,-122.365,1440,13346 +"2767603962","20150414T000000",462550,2,1.75,1070,1276,"3",0,0,3,8,1070,0,2006,0,"98107",47.6719,-122.39,1290,2057 +"4083306552","20150310T000000",602000,3,3.25,1460,1367,"3",0,0,3,8,1460,0,2008,0,"98103",47.6485,-122.334,1310,1191 +"0745500010","20141208T000000",730000,4,2.75,3800,9606,"2",0,0,3,9,3800,0,2008,0,"98011",47.7368,-122.208,3400,9677 +"7899800851","20150423T000000",300500,2,1.5,1190,801,"3",0,0,3,8,1190,0,2010,0,"98106",47.5212,-122.358,1190,810 +"7853350170","20140516T000000",675000,5,2.5,3200,6455,"2",0,0,3,9,3200,0,2009,0,"98065",47.5446,-121.862,3290,7924 +"6056100380","20140520T000000",415000,3,2.25,1970,2377,"2",0,0,3,8,1680,290,2008,0,"98108",47.5631,-122.297,1690,1936 +"0626059127","20141117T000000",614000,3,2.5,2830,5831,"2",0,0,3,9,2830,0,2010,0,"98011",47.7744,-122.224,2830,6064 +"1459920190","20141204T000000",385000,4,2.5,2630,5701,"2",0,0,3,7,2630,0,2010,0,"98042",47.375,-122.16,2770,5939 +"3574750020","20140625T000000",594000,4,2.75,2720,4613,"2",0,0,3,9,2720,0,2005,0,"98028",47.7352,-122.223,2830,4836 +"2547200190","20140520T000000",860000,4,2.75,3160,8097,"2",0,0,3,9,3160,0,2014,0,"98033",47.6709,-122.166,2200,8097 +"9206500250","20140909T000000",1.1045e+006,4,4,3770,8899,"2",0,0,3,10,2940,830,2006,0,"98074",47.6476,-122.079,3300,8308 +"7202300480","20141024T000000",775000,4,2.75,3500,6226,"2",0,0,3,9,3500,0,2004,0,"98053",47.6846,-122.045,3480,7222 +"7237450190","20140806T000000",430760,5,2.75,2710,4685,"2",0,0,3,8,2710,0,2014,0,"98038",47.3555,-122.062,2710,4449 +"8682320420","20150427T000000",755000,2,2.5,2170,6361,"1",0,2,3,8,2170,0,2009,0,"98053",47.7109,-122.017,2310,7419 +"6003500743","20140519T000000",640000,2,2.25,1540,958,"3",0,0,3,9,1540,0,2007,0,"98122",47.6179,-122.318,1410,958 +"0328000182","20150501T000000",613500,3,3.25,1876,1531,"3",0,0,3,9,1876,0,2009,0,"98115",47.6864,-122.265,1876,1533 +"0821079102","20141017T000000",780000,4,3.5,3720,213073,"1",0,2,3,10,3720,0,2007,0,"98010",47.3216,-121.94,2190,59241 +"1622049242","20150304T000000",550000,4,2.5,3148,9612,"2",0,3,3,9,3148,0,2014,0,"98198",47.3994,-122.311,3000,11475 +"7203120050","20141008T000000",789500,4,3.25,3240,4852,"2",0,0,3,9,3240,0,2010,0,"98053",47.695,-122.022,3320,5318 +"7853360250","20140710T000000",592000,5,3.5,3340,5000,"2",0,0,3,8,2580,760,2012,0,"98065",47.5168,-121.871,3420,5000 +"1327600190","20150410T000000",454950,4,2.5,2413,5701,"2",0,0,3,8,2413,0,2014,0,"98042",47.3731,-122.159,2380,5725 +"4187000250","20150413T000000",475000,4,2.5,2500,4500,"2",0,0,3,7,2500,0,2010,0,"98059",47.4928,-122.149,2230,4500 +"2902201300","20141229T000000",659000,2,1.75,1180,904,"2",0,0,3,10,780,400,2014,0,"98102",47.6396,-122.329,1380,3610 +"1635500250","20141124T000000",570000,4,2.5,2890,5801,"2",0,0,3,9,2890,0,2005,0,"98028",47.7349,-122.238,2890,6286 +"6031400094","20150226T000000",347500,5,3,2230,6551,"1",0,0,3,7,1330,900,2014,0,"98168",47.487,-122.32,2230,9476 +"6601200250","20150402T000000",205000,4,2.5,1767,4500,"2",0,0,3,8,1767,0,2006,0,"98001",47.2607,-122.25,1949,4636 +"9358001403","20140903T000000",380000,3,3.25,1450,1468,"2",0,0,3,8,1100,350,2009,0,"98126",47.5664,-122.37,1450,1478 +"4216500020","20141003T000000",718000,5,2.75,2930,7663,"2",0,0,3,9,2930,0,2013,0,"98056",47.5308,-122.184,2750,10335 +"1438000440","20140724T000000",515805,5,2.75,2710,4136,"2",0,0,3,8,2710,0,2014,0,"98059",47.4786,-122.123,2590,4136 +"6061500130","20140714T000000",1.02928e+006,4,3.25,3600,18645,"2",0,1,3,10,3000,600,2013,0,"98059",47.5294,-122.154,3970,10957 +"3862710050","20141113T000000",437718,3,2.5,1800,3265,"2",0,0,3,8,1800,0,2014,0,"98065",47.5338,-121.841,1800,3663 +"7604400114","20140814T000000",450000,4,2.5,2290,5515,"2",0,0,3,8,2290,0,2006,0,"98106",47.5518,-122.357,1380,5515 +"9828702649","20141028T000000",515000,3,2.5,1510,1178,"2",0,0,3,8,1060,450,2007,0,"98122",47.6181,-122.301,1510,1210 +"2946003947","20150302T000000",204000,2,2.5,1090,13444,"2",0,0,3,7,1090,0,2007,0,"98198",47.4166,-122.319,1380,6000 +"0993000307","20140523T000000",360000,3,2,1270,1323,"3",0,0,3,8,1270,0,2006,0,"98103",47.6934,-122.342,1330,1323 +"3362400094","20141203T000000",550000,3,2.25,1540,1005,"3",0,0,3,8,1540,0,2008,0,"98103",47.6827,-122.346,1510,1501 +"7853380480","20140529T000000",650880,3,2.5,2930,6050,"2",0,0,3,9,2930,0,2008,0,"98065",47.5151,-121.883,2760,5765 +"3893100462","20150225T000000",1.78995e+006,5,3.75,4360,8504,"2",0,4,3,10,3530,830,2014,0,"98033",47.6936,-122.19,2680,9000 +"2326600130","20150225T000000",895900,4,3.5,3640,4983,"2",0,3,3,9,2790,850,2014,0,"98075",47.5619,-122.027,3270,14700 +"3424069008","20140606T000000",585000,4,2.5,2430,4747,"2",0,0,3,8,2430,0,2008,0,"98027",47.5285,-122.031,1930,7200 +"3277801586","20150508T000000",380000,3,2.25,1520,1464,"2",0,0,3,8,1240,280,2010,0,"98126",47.543,-122.375,1710,1464 +"5045700250","20141118T000000",565997,5,2.75,2730,5820,"2",0,0,3,8,2730,0,2014,0,"98059",47.4856,-122.154,2730,5700 +"3278603000","20150504T000000",459000,3,3,2440,2076,"2",0,0,3,8,1930,510,2006,0,"98126",47.5476,-122.37,2440,2310 +"7548800050","20150421T000000",550000,3,3.75,1580,1303,"2",0,0,3,8,1340,240,2010,0,"98144",47.5875,-122.315,1560,1294 +"1972201964","20140725T000000",500000,3,2.25,1420,983,"3",0,0,3,8,1420,0,2006,0,"98103",47.6533,-122.346,1530,1280 +"3395070980","20150327T000000",461500,5,3.25,2820,3275,"2",0,0,3,8,2230,590,2006,0,"98118",47.5339,-122.284,2610,3275 +"5710000005","20140522T000000",2.15e+006,4,5.5,5060,10320,"2",0,0,3,11,5060,0,2008,0,"98004",47.6245,-122.21,3010,10080 +"9319800050","20150421T000000",790000,4,2.5,2650,5000,"2",0,0,3,8,2650,0,2007,0,"98116",47.5605,-122.396,1110,6250 +"3303700221","20140627T000000",735000,3,2.25,1490,1212,"2",0,0,3,9,1040,450,2011,0,"98112",47.6226,-122.313,1490,1337 +"3304300080","20150330T000000",588000,4,2.5,3060,7710,"2",0,0,3,9,3060,0,2009,0,"98059",47.4828,-122.136,3040,7840 +"0642800130","20150513T000000",724500,3,3.25,3240,4185,"2",0,0,3,8,2770,470,2011,0,"98075",47.5794,-122.03,2660,4692 +"6192410480","20140709T000000",749000,3,2.75,2820,5348,"2",0,0,3,9,2820,0,2008,0,"98052",47.7073,-122.118,3140,5640 +"6127000480","20140918T000000",720000,5,3.5,4140,7642,"2",0,0,3,8,4140,0,2003,0,"98075",47.591,-122.008,3330,6953 +"6145601599","20140611T000000",250000,2,1.5,982,846,"2",0,0,3,8,806,176,2006,0,"98133",47.7034,-122.345,1010,3844 +"3630200460","20150327T000000",790000,3,2.75,2460,3600,"2",0,0,3,9,2460,0,2007,0,"98029",47.5409,-121.994,2570,3600 +"3845101100","20150121T000000",392440,4,2.5,2547,4800,"2",0,0,3,9,2547,0,2014,0,"98092",47.2592,-122.194,2598,4800 +"6792200066","20140725T000000",280000,4,2.25,1834,7460,"2",0,0,3,8,1834,0,2012,0,"98042",47.3568,-122.163,1979,9008 +"5317100294","20141113T000000",1.333e+006,4,4.5,3130,5126,"3",0,0,3,10,2450,680,2014,0,"98112",47.6239,-122.29,2540,7784 +"8150600250","20141217T000000",649000,4,2.5,2730,4847,"2",0,0,3,9,2730,0,2008,0,"98126",47.549,-122.374,1250,4840 +"9376301112","20141031T000000",457000,2,2.5,1380,1329,"2",0,0,3,8,1050,330,2008,0,"98117",47.6903,-122.37,1360,3750 +"0856000635","20150323T000000",2.225e+006,4,4.25,4700,10800,"2",0,1,3,11,3910,790,2002,0,"98033",47.6882,-122.214,2370,7680 +"9320350130","20140823T000000",453000,3,3,2330,4284,"2",0,0,3,9,1920,410,2004,0,"98108",47.5547,-122.308,2330,3709 +"7694200380","20140922T000000",329780,3,2.5,1730,3600,"2",0,0,3,8,1730,0,2014,0,"98146",47.5014,-122.34,2030,3600 +"0635000009","20141112T000000",1.05e+006,2,2.5,2350,2390,"3",0,2,3,10,2000,350,2007,0,"98144",47.5999,-122.286,1950,2390 +"7853440050","20150505T000000",771005,5,4.5,4000,6713,"2",0,0,3,9,4000,0,2015,0,"98024",47.5254,-121.886,3690,6600 +"8563010130","20140725T000000",1.3e+006,3,2.5,3350,7752,"1",0,0,3,9,2180,1170,2009,0,"98008",47.6263,-122.099,2570,7988 +"2767604592","20140619T000000",607500,3,3.25,1530,1612,"3",0,0,3,8,1530,0,2006,0,"98107",47.6706,-122.378,1530,1611 +"1332700020","20150116T000000",278000,2,2.25,1610,1968,"2",0,0,4,7,1610,0,1979,0,"98056",47.5184,-122.196,1950,1968 +"1442870440","20140702T000000",475000,4,2.75,2620,6178,"2",0,0,3,8,2620,0,2013,0,"98045",47.4823,-121.771,2790,6538 +"5347200179","20140814T000000",270000,3,2,1300,1920,"2",0,0,3,8,850,450,2006,0,"98126",47.5183,-122.376,1300,1344 +"8924100372","20150423T000000",1.302e+006,4,3.5,3590,5334,"2",0,2,3,9,3140,450,2006,0,"98115",47.6763,-122.267,2100,6250 +"6666830170","20140811T000000",778983,4,2.5,2490,5647,"2",0,0,3,8,2490,0,2014,0,"98052",47.7043,-122.114,2970,5450 +"3336000052","20141022T000000",221000,3,2.5,1320,1780,"2",0,0,3,7,880,440,2005,0,"98118",47.528,-122.269,3040,6000 +"2895800380","20140821T000000",338800,4,2.25,1800,2752,"2",0,0,3,8,1800,0,2014,0,"98106",47.5165,-122.346,1800,2752 +"1042700250","20140804T000000",834995,5,1.5,3360,5225,"2",0,0,3,9,3360,0,2014,0,"98074",47.6072,-122.053,3230,5368 +"7787920250","20150501T000000",550000,4,2.5,3220,9328,"2",0,0,3,8,3220,0,2006,0,"98019",47.7273,-121.958,3020,9300 +"3026059363","20141031T000000",575000,3,3.5,2514,1559,"2",0,0,3,8,2024,490,2007,0,"98034",47.7044,-122.209,2090,10454 +"3590000050","20140923T000000",649000,4,2.75,3130,9711,"2",0,0,3,9,3130,0,2014,0,"98059",47.4823,-122.124,1570,10500 +"7853361410","20140530T000000",545000,4,2.5,2720,4738,"2",0,0,3,8,2720,0,2012,0,"98065",47.515,-121.869,2590,5740 +"1355300009","20141120T000000",625000,2,2.25,1390,916,"2",0,0,3,8,1165,225,2007,0,"98122",47.6168,-122.314,1415,1488 +"8835800010","20141223T000000",1.042e+006,4,4.5,4920,270236,"2",0,3,3,10,3820,1100,2006,0,"98045",47.4695,-121.775,4920,260924 +"9268851680","20140516T000000",611000,3,2.5,2134,1984,"2.5",0,0,3,8,2134,0,2008,0,"98027",47.5402,-122.027,2170,1984 +"8096800500","20150317T000000",300000,3,2.5,1741,5701,"2",0,0,3,8,1741,0,2012,0,"98030",47.379,-122.184,2002,5700 +"7202261060","20141229T000000",577000,3,2.5,2560,5238,"2",0,0,3,8,2560,0,2001,0,"98053",47.6887,-122.04,2560,5185 +"7237450130","20141020T000000",349990,4,2.5,2220,3561,"2",0,0,3,8,2220,0,2014,0,"98038",47.3561,-122.063,2530,4449 +"3630130010","20140714T000000",650000,3,2.5,1910,4363,"2",0,0,3,9,1910,0,2006,0,"98029",47.5482,-121.996,1890,3732 +"0567000381","20150328T000000",378000,2,1.5,980,853,"2",0,0,3,7,820,160,2009,0,"98144",47.5925,-122.295,1130,1270 +"1760650290","20150205T000000",313200,3,2.5,1950,4197,"2",0,0,3,7,1950,0,2013,0,"98042",47.3613,-122.081,2300,4178 +"1024069215","20140912T000000",1.20669e+006,5,4.25,4150,12015,"2",0,0,3,10,4150,0,2014,0,"98075",47.5816,-122.021,3230,27520 +"1105000373","20150506T000000",252500,2,1.5,1110,986,"2",0,0,3,7,950,160,2009,0,"98118",47.5427,-122.272,1110,3515 +"1773100561","20150305T000000",308000,3,2.5,1250,1150,"2",0,0,3,8,1080,170,2009,0,"98106",47.5582,-122.363,1250,1150 +"9510860840","20140515T000000",803100,4,2.5,3310,5404,"2",0,0,3,9,3310,0,2004,0,"98052",47.6635,-122.083,2600,4730 +"4187000660","20140618T000000",415000,4,2.5,2020,5501,"2",0,0,3,7,2020,0,2010,0,"98059",47.4937,-122.15,2020,5494 +"7203120020","20140814T000000",785000,4,3.5,3310,4850,"2",0,0,3,9,3310,0,2010,0,"98053",47.6954,-122.022,3320,5955 +"8559300020","20140528T000000",499950,4,2.5,2798,4473,"2",0,0,3,9,2798,0,2012,0,"98055",47.4295,-122.205,2358,4593 +"3356402705","20150317T000000",216000,4,2.5,1847,8000,"2",0,0,3,7,1847,0,2008,0,"98001",47.2874,-122.257,1767,8000 +"0662440020","20150226T000000",380000,4,2.5,2420,4981,"2",0,0,3,9,2420,0,2009,0,"98038",47.3785,-122.023,2420,5000 +"0255370020","20141106T000000",345000,4,2.5,2020,3600,"2",0,0,3,7,2020,0,2012,0,"98038",47.3535,-122.017,2210,3800 +"0293810190","20141104T000000",456500,4,2.5,2400,6811,"2",0,0,3,8,2400,0,2007,0,"98059",47.4959,-122.15,2710,5314 +"8091670190","20141104T000000",382495,3,2.5,1760,5390,"1",0,0,3,8,1760,0,2014,0,"98038",47.3482,-122.042,2310,5117 +"1760650280","20150306T000000",324950,4,2.5,2110,4178,"2",0,0,3,7,2110,0,2013,0,"98042",47.3612,-122.081,2300,4142 +"6306800010","20140811T000000",436472,4,2.5,2692,8392,"2",0,0,3,9,2692,0,2014,0,"98030",47.3519,-122.197,2574,14446 +"0982850010","20140530T000000",365250,3,2.25,1490,4522,"2",0,0,3,7,1490,0,2009,0,"98028",47.7611,-122.233,1580,4667 +"6705600020","20150324T000000",919990,5,3.25,3960,6352,"2",0,0,3,10,3960,0,2014,0,"98075",47.5806,-122.055,2930,9875 +"9478550430","20150429T000000",316475,4,2.5,1740,4642,"2",0,0,3,7,1740,0,2012,0,"98042",47.3686,-122.117,1950,4642 +"5498100010","20150324T000000",425000,4,2.5,1940,4517,"1",0,0,3,8,1190,750,2010,0,"98028",47.776,-122.26,1910,10410 +"7625702901","20150311T000000",302860,2,1,970,3279,"2",0,0,3,7,790,180,2007,0,"98136",47.5469,-122.383,1150,1351 +"0301401410","20140722T000000",298000,3,2.5,1852,4000,"2",0,0,3,7,1852,0,2014,0,"98002",47.3455,-122.21,2166,4000 +"0251500080","20140826T000000",3.204e+006,4,4,4810,18851,"2",0,3,3,11,4810,0,2007,0,"98004",47.6364,-122.214,3970,19929 +"0521049227","20141201T000000",950000,4,4,5635,9695,"2",0,3,3,10,4360,1275,2011,0,"98003",47.3389,-122.334,3726,9765 +"0100300500","20141121T000000",333000,3,2.5,1520,3041,"2",0,0,3,7,1520,0,2009,0,"98059",47.4874,-122.152,1820,3229 +"8669160460","20150305T000000",289950,3,2.5,2099,4275,"2",0,0,3,7,2099,0,2010,0,"98002",47.3521,-122.211,2099,4275 +"2810100007","20150506T000000",419950,3,2.25,1250,811,"3",0,0,3,8,1250,0,2014,0,"98136",47.5419,-122.388,1250,1232 +"6749700006","20140715T000000",306000,2,1.5,1090,1183,"3",0,0,3,8,1090,0,2008,0,"98103",47.6974,-122.349,1110,1384 +"1085623730","20141129T000000",498445,4,2.5,3216,5902,"2",0,0,3,9,3216,0,2014,0,"98030",47.3425,-122.179,2815,4916 +"6666830430","20140620T000000",775950,4,2.5,2970,4400,"2",0,0,3,8,2970,0,2014,0,"98052",47.705,-122.114,3010,4892 +"7852110380","20140703T000000",605000,3,2.5,2610,6405,"2",0,0,3,8,2610,0,2001,0,"98065",47.5373,-121.874,2580,6285 +"8080400177","20140909T000000",520000,2,1.75,1340,1368,"2",0,0,3,7,1060,280,2006,0,"98122",47.618,-122.311,2480,1707 +"0293070010","20141028T000000",849990,4,2.75,3300,4987,"2",0,0,3,9,3300,0,2014,0,"98074",47.6175,-122.056,3520,5453 +"9144100007","20140604T000000",767450,3,2,1630,7599,"1",0,0,3,10,1630,0,2006,0,"98117",47.6981,-122.376,2030,7599 +"7234601142","20140808T000000",665000,3,2.25,1590,929,"2",0,0,3,9,1060,530,2014,0,"98122",47.6172,-122.31,1510,1193 +"1972200426","20140918T000000",525000,2,2.75,1310,1268,"3.5",0,0,3,8,1310,0,2007,0,"98103",47.6534,-122.355,1350,1288 +"7768800280","20140722T000000",870515,4,3.5,3600,5697,"2",0,0,3,9,2940,660,2014,0,"98075",47.5755,-122.071,3490,5911 +"9512200420","20140721T000000",390000,4,2.5,2154,4153,"2",0,0,3,9,2154,0,2012,0,"98058",47.4557,-122.13,2154,4091 +"7132300525","20150411T000000",500000,3,1.75,1530,825,"3",0,0,3,8,1530,0,2015,0,"98144",47.5929,-122.308,1580,1915 +"7515000143","20140805T000000",399950,3,2.25,1360,1041,"2",0,0,3,8,1094,266,2006,0,"98117",47.6925,-122.375,1522,1382 +"3395070440","20150209T000000",305000,3,2.5,1320,2480,"2",0,0,3,7,1320,0,2005,0,"98118",47.536,-122.284,1320,3240 +"0629650380","20150123T000000",255000,4,2.5,1660,6724,"2",0,0,3,7,1660,0,2009,0,"98001",47.259,-122.256,1544,6054 +"1115600130","20140930T000000",415000,4,2.5,2891,6499,"2",0,0,3,9,2891,0,2014,0,"98001",47.3359,-122.257,2550,8383 +"8562790950","20150327T000000",716500,3,2.5,2340,2155,"2",0,0,3,10,2120,220,2012,0,"98027",47.53,-122.073,2640,2680 +"3413700130","20140625T000000",425000,3,2.5,2320,2267,"3",0,0,3,8,2320,0,2009,0,"98177",47.7027,-122.359,1240,1883 +"9532000170","20150217T000000",540000,4,2.5,2190,3855,"2",0,0,3,8,2190,0,2010,0,"98011",47.7705,-122.169,2190,3600 +"0255450380","20140804T000000",324747,3,2.5,2060,4742,"2",0,0,3,8,2060,0,2014,0,"98038",47.3706,-122.017,2370,4725 +"7203140420","20150128T000000",385000,3,2.5,1740,4145,"2",0,0,3,7,1740,0,2010,0,"98053",47.6875,-122.015,1740,4045 +"1760650670","20140812T000000",270000,3,2.25,1400,3825,"2",0,0,3,7,1400,0,2012,0,"98042",47.3596,-122.082,2110,3825 +"5556300098","20140612T000000",1.24e+006,5,4,4410,14380,"2",0,0,3,11,4410,0,2006,0,"98052",47.6463,-122.121,2720,11454 +"8129700743","20150416T000000",672000,3,2.5,1780,1647,"2",0,0,3,8,1080,700,2008,0,"98103",47.6597,-122.355,2000,1741 +"3023000050","20150129T000000",310000,3,2.5,1760,10137,"2",0,0,3,8,1760,0,2010,0,"98038",47.355,-122.059,2000,6935 +"0518500480","20140811T000000",3e+006,3,3.5,4410,10756,"2",1,4,3,11,3430,980,2014,0,"98056",47.5283,-122.205,3550,5634 +"1725059127","20150225T000000",2.35e+006,6,4.25,5550,11547,"2",0,2,3,11,4270,1280,2014,0,"98033",47.6547,-122.202,3480,11547 +"9511120050","20140627T000000",427000,3,2.5,2432,9391,"2",0,2,3,9,2432,0,2005,0,"98001",47.3453,-122.267,2912,8932 +"8943600430","20150423T000000",389950,3,2.5,2283,3996,"2",0,0,3,8,2283,0,2008,0,"98031",47.4221,-122.192,1760,3992 +"9429400170","20140625T000000",309620,3,2.5,1860,3730,"2",0,0,3,8,1860,0,2012,0,"98019",47.7442,-121.984,2110,4509 +"3845101150","20140701T000000",399895,4,2.5,2701,4500,"2",0,0,3,9,2701,0,2014,0,"98092",47.2586,-122.194,2570,4800 +"1085623560","20150202T000000",442515,4,2.5,2930,4875,"2",0,0,3,9,2930,0,2014,0,"98030",47.3421,-122.179,2815,4900 +"0263000255","20141202T000000",375000,3,2.25,1540,1561,"3",0,0,3,8,1540,0,2010,0,"98103",47.6991,-122.346,1540,1547 +"7299600130","20140702T000000",309780,3,2.5,2242,4500,"2",0,0,3,8,2242,0,2014,0,"98092",47.2583,-122.198,2009,4500 +"7853320280","20150312T000000",425000,3,2.5,1950,4345,"2",0,0,3,7,1950,0,2007,0,"98065",47.5202,-121.873,2260,4345 +"4253400098","20150501T000000",405000,2,3,1160,1073,"2",0,0,3,7,880,280,2007,0,"98144",47.5788,-122.315,1250,4812 +"3814900380","20140719T000000",356250,3,2.5,2060,5115,"2",0,0,3,9,2060,0,2014,0,"98092",47.3261,-122.163,2648,4500 +"6821101732","20150219T000000",550000,3,2.25,1230,875,"3",0,0,3,8,1230,0,2013,0,"98199",47.6521,-122.4,1760,5664 +"3644100086","20140505T000000",340000,2,1.5,1160,1438,"2",0,0,3,7,1160,0,2001,0,"98144",47.5917,-122.295,1220,1740 +"7237450080","20140823T000000",362865,4,2.5,2245,4301,"2",0,0,3,8,2245,0,2014,0,"98038",47.3555,-122.063,2530,4478 +"6389970010","20150323T000000",1.36e+006,4,3.5,4120,12626,"2",0,1,3,11,3970,150,2014,0,"98034",47.7089,-122.245,4120,11913 +"9578090050","20140505T000000",830000,4,2.5,3400,9692,"2",0,0,3,9,3400,0,2007,0,"98052",47.708,-122.109,3070,7375 +"1489300005","20140801T000000",1.598e+006,5,3.75,4270,7500,"2",0,0,3,10,3210,1060,2014,0,"98033",47.6845,-122.207,2410,8350 +"7768800290","20150304T000000",855000,4,3.5,2890,5911,"2",0,0,3,9,2370,520,2014,0,"98075",47.5754,-122.071,3490,6093 +"1245003220","20140819T000000",1.205e+006,5,3.5,3220,8000,"2",0,0,3,9,2900,320,2008,0,"98033",47.6834,-122.2,2100,9680 +"5608000010","20140811T000000",1.385e+006,4,3.5,4010,15365,"2",0,1,3,11,4010,0,2006,0,"98027",47.5528,-122.093,3550,13429 +"5379805260","20150326T000000",400200,4,3.5,2260,30250,"2",0,0,3,7,2260,0,2013,0,"98188",47.4493,-122.281,1270,16350 +"3278600670","20140523T000000",235000,2,1,1140,1730,"1.5",0,0,3,8,1010,130,2007,0,"98126",47.5494,-122.372,1360,1730 +"2781240050","20150507T000000",349950,3,2,1640,4714,"1",0,0,3,8,1640,0,2009,0,"98038",47.3539,-122.021,1770,4802 +"7502800050","20140709T000000",659950,4,2.75,3510,9400,"2",0,0,3,9,3510,0,2014,0,"98059",47.4827,-122.131,3550,9429 +"9544700500","20140508T000000",785000,3,2.75,3010,1842,"2",0,0,3,9,3010,0,2011,0,"98075",47.5836,-121.994,2950,4200 +"2771603314","20150416T000000",475000,2,2.25,1060,925,"2",0,0,3,8,980,80,2006,0,"98199",47.6386,-122.388,1020,4000 +"4181200680","20140527T000000",263900,3,2.5,1658,2700,"2",0,0,3,8,1658,0,2014,0,"98198",47.3667,-122.307,1658,2700 +"9347300010","20150501T000000",342000,3,2.5,1960,3540,"2",0,0,3,8,1960,0,2012,0,"98038",47.3568,-122.055,1840,3825 +"0255450020","20140918T000000",367899,3,2.5,2420,4725,"2",0,0,3,8,2420,0,2014,0,"98038",47.371,-122.018,2370,4200 +"7230200585","20150204T000000",657044,3,3.5,3420,23786,"1.5",0,0,3,9,3420,0,2014,0,"98059",47.4739,-122.11,1590,23774 +"9828702771","20141113T000000",359950,2,1.5,893,965,"2",0,0,3,8,893,0,2007,0,"98122",47.6187,-122.301,1340,1436 +"9492500170","20140723T000000",879950,4,2.75,3020,7203,"2",0,0,3,9,3020,0,2014,0,"98033",47.6948,-122.178,3010,7215 +"9265880170","20140826T000000",550000,4,2.5,2470,5954,"2",0,0,3,8,2470,0,2013,0,"98028",47.7685,-122.236,2470,4800 +"7299600920","20141209T000000",279000,4,2.5,2009,4800,"2",0,0,3,8,2009,0,2012,0,"98092",47.2586,-122.2,1798,4800 +"8690600050","20140718T000000",255000,3,2.5,1530,1116,"2.5",0,0,3,7,1530,0,2005,0,"98028",47.7385,-122.25,1530,7780 +"1176001119","20150224T000000",609500,3,1.75,1590,1113,"3",0,0,3,8,1590,0,2014,0,"98107",47.6691,-122.402,1520,1357 +"3449850050","20140620T000000",420000,5,3,2630,3149,"2",0,0,3,8,1670,960,2013,0,"98056",47.5065,-122.171,2240,4825 +"9211000170","20141008T000000",570000,4,2.5,3230,7187,"2",0,0,3,9,3230,0,2008,0,"98059",47.4995,-122.15,2950,6537 +"6056111350","20150512T000000",439000,3,2.25,1430,2343,"2",0,0,3,8,1430,0,2012,0,"98108",47.5648,-122.294,1270,1916 +"7299601630","20141108T000000",310000,3,2.5,2242,5744,"2",0,0,3,8,2242,0,2012,0,"98092",47.2597,-122.199,2009,5712 +"7133300380","20150209T000000",635000,4,2.5,2500,4000,"2",0,0,3,8,2500,0,2014,0,"98144",47.5902,-122.311,1480,4300 +"2770601775","20141128T000000",399950,3,2.5,1230,922,"2",0,0,3,8,1080,150,2009,0,"98199",47.6518,-122.384,1230,1237 +"3630200630","20140805T000000",805000,4,2.5,3020,3600,"2.5",0,0,3,9,3020,0,2009,0,"98029",47.5407,-121.993,2570,3600 +"4385700250","20150407T000000",1.8e+006,4,3.5,3480,4000,"2",0,0,3,9,2460,1020,2015,0,"98112",47.6356,-122.281,2620,4000 +"6430500182","20150403T000000",1.205e+006,4,3,3330,7650,"1",0,0,3,9,1830,1500,2008,0,"98103",47.6889,-122.352,1200,3876 +"8029770190","20141015T000000",745000,4,2.5,3400,4840,"2",0,0,3,10,3190,210,2006,0,"98059",47.5066,-122.146,3400,5710 +"5393600507","20140624T000000",329445,2,1.5,830,1119,"2",0,0,3,7,830,0,2005,0,"98144",47.5828,-122.314,1480,3622 +"0207700050","20141015T000000",588000,5,3,3110,4464,"2",0,0,3,8,3110,0,2007,0,"98011",47.7719,-122.168,2450,4221 +"8138870470","20140707T000000",494815,3,2.5,1910,2091,"2",0,0,3,8,1910,0,2014,0,"98029",47.5445,-122.013,1630,1546 +"7853370020","20141014T000000",591975,3,2.75,3230,5250,"2",0,0,3,9,2680,550,2014,0,"98065",47.5196,-121.878,2710,5250 +"3304300380","20150108T000000",600000,5,2.75,3380,8179,"2",0,0,3,9,3380,0,2011,0,"98059",47.4827,-122.135,2840,8179 +"3528960020","20140708T000000",673000,3,2.75,2830,3496,"2",0,0,3,8,2830,0,2012,0,"98029",47.5606,-122.011,2160,3501 +"1853080840","20150211T000000",889950,5,3.5,3700,7055,"2",0,0,3,9,3700,0,2014,0,"98074",47.5929,-122.057,3170,6527 +"7852130460","20150325T000000",500000,4,3,2520,4104,"2",0,0,3,7,2520,0,2002,0,"98065",47.5352,-121.88,2510,5015 +"2768301357","20141001T000000",500000,3,2.25,1530,1396,"2",0,0,3,8,1240,290,2007,0,"98107",47.666,-122.367,1690,2500 +"8562710250","20140505T000000",890000,4,4.25,4420,5750,"2",0,0,3,10,3410,1010,2006,0,"98027",47.5404,-122.073,4420,5750 +"6824100014","20150429T000000",437000,3,3,1460,1180,"3",0,0,3,8,1460,0,2006,0,"98117",47.6998,-122.367,1460,1224 +"7905200061","20140905T000000",419700,3,2.25,1450,1486,"2",0,0,3,8,1160,290,2006,0,"98116",47.5694,-122.387,1370,1437 +"3524039228","20140723T000000",394000,3,2,1160,3441,"1",0,0,4,6,580,580,1930,0,"98136",47.5314,-122.392,1160,4000 +"2781240040","20140806T000000",342000,3,2,1640,4802,"1",0,0,3,8,1640,0,2010,0,"98038",47.3538,-122.021,1940,4802 +"1222029064","20140626T000000",420000,3,1.75,1444,249126,"1.5",0,0,3,7,1444,0,2008,0,"98070",47.4104,-122.486,1760,224770 +"9523100730","20140523T000000",580000,3,2.5,1620,1173,"3",0,4,3,8,1470,150,2008,0,"98103",47.6681,-122.355,1620,1505 +"5649600464","20150327T000000",343000,2,1.5,1100,1228,"2",0,0,3,7,900,200,2007,0,"98118",47.5538,-122.282,1340,1380 +"7548301050","20150402T000000",390000,2,1.5,1340,1402,"2",0,0,3,8,1120,220,2008,0,"98144",47.588,-122.304,1340,1213 +"9542840450","20140811T000000",274000,3,1.5,1450,4694,"2",0,0,3,7,1450,0,2011,0,"98038",47.3654,-122.021,1870,4198 +"0126039467","20150114T000000",700000,4,2.5,3040,7200,"2",0,0,3,9,3040,0,2008,0,"98177",47.7747,-122.366,2360,8245 +"7936000463","20150416T000000",838000,4,2.5,2560,7210,"2",0,0,3,9,2560,0,2006,0,"98136",47.5535,-122.395,2160,10439 +"3021059304","20140917T000000",300000,6,3,2744,9926,"2",0,0,3,7,2744,0,2006,0,"98002",47.2773,-122.216,2470,9926 +"3362401758","20140903T000000",467000,3,2.25,1420,990,"3",0,0,3,8,1420,0,2008,0,"98103",47.6801,-122.348,1350,1415 +"0886000090","20150302T000000",395000,2,1,700,7457,"1",0,0,3,6,700,0,1943,0,"98108",47.5348,-122.295,1500,7130 +"1196003740","20140924T000000",734000,5,4.25,4110,42755,"2",0,2,3,10,2970,1140,2000,0,"98023",47.3375,-122.337,2730,12750 +"5045700090","20150106T000000",480000,5,2.75,2670,4780,"2",0,0,3,8,2670,0,2013,0,"98059",47.4866,-122.155,2560,5380 +"1604601801","20150217T000000",539000,3,2.75,2130,1400,"2",0,0,3,9,1080,1050,2010,0,"98118",47.5661,-122.29,1520,3132 +"5057100090","20150505T000000",459950,5,2.75,3078,6371,"2",0,0,3,9,3078,0,2014,0,"98042",47.3587,-122.163,1979,19030 +"3869900146","20141030T000000",306500,2,1,840,892,"2",0,0,3,7,840,0,2006,0,"98136",47.5396,-122.387,1030,1007 +"3862710180","20150326T000000",408474,3,2.5,1800,2731,"2",0,0,3,8,1800,0,2014,0,"98065",47.5342,-121.841,1800,3265 +"1023059246","20140514T000000",437000,3,2.75,2580,5200,"2",0,0,3,8,2580,0,2008,0,"98059",47.496,-122.151,2700,5602 +"6056100150","20140623T000000",160797,3,1.5,1270,2356,"2",0,0,3,7,1270,0,2012,0,"98108",47.5671,-122.298,1490,2175 +"3342700464","20150107T000000",729000,4,3.5,3065,5440,"3",0,0,3,9,3065,0,2014,0,"98056",47.524,-122.2,2210,8400 +"3026059362","20141031T000000",499000,3,2.5,1861,1587,"2",0,0,3,8,1578,283,2007,0,"98034",47.7043,-122.209,2090,10454 +"1327600150","20141016T000000",359950,4,2.75,2260,5705,"2",0,0,3,8,2260,0,2014,0,"98042",47.3726,-122.159,2260,5727 +"2895730540","20141210T000000",929000,5,3.25,4150,7100,"2",0,0,3,10,4150,0,2013,0,"98074",47.6026,-122.06,3560,7214 +"2768200209","20141006T000000",529950,2,2.5,1500,1174,"2",0,0,3,8,1140,360,2014,0,"98107",47.6689,-122.363,1550,1519 +"9268851380","20150403T000000",461000,3,2.25,1620,998,"2.5",0,0,3,8,1540,80,2012,0,"98027",47.5394,-122.027,1620,1068 +"7625703007","20141014T000000",271115,2,1.5,830,1325,"2",0,0,3,7,830,0,2005,0,"98136",47.5472,-122.384,1310,1485 +"7202280580","20150106T000000",653000,4,2.5,3120,5137,"2",0,0,3,7,3120,0,2003,0,"98053",47.6842,-122.04,2755,5137 +"1972202187","20141024T000000",565000,3,2.5,1870,1058,"3",0,0,3,8,1380,490,2007,0,"98103",47.6512,-122.345,1440,1136 +"2767600985","20141204T000000",529950,3,2.25,1240,1250,"3",0,0,3,8,1240,0,2014,0,"98107",47.6748,-122.377,1470,1250 +"5631501202","20150326T000000",585000,4,2.5,2820,5612,"2",0,0,3,9,2820,0,2007,0,"98028",47.7477,-122.236,1620,14881 +"1972200556","20140703T000000",609000,3,1.75,1630,1526,"3",0,0,3,8,1630,0,2014,0,"98103",47.6536,-122.354,1570,1274 +"0301400930","20140618T000000",267000,3,2.25,1584,2800,"2",0,0,3,7,1584,0,2012,0,"98002",47.3454,-122.214,1584,2800 +"9265880040","20140509T000000",557000,4,2.5,2840,4500,"2",0,0,3,8,2840,0,2012,0,"98028",47.7678,-122.237,2840,4939 +"7853280610","20141117T000000",709950,4,3.25,3910,6293,"2",0,0,3,9,3130,780,2006,0,"98065",47.5389,-121.86,4410,6015 +"1972200847","20140718T000000",625000,3,2.5,1730,1301,"3",0,0,3,9,1730,0,2011,0,"98103",47.653,-122.352,1330,1240 +"8562790940","20141223T000000",599000,3,2.75,1840,2060,"2",0,0,3,10,1700,140,2013,0,"98027",47.53,-122.073,2590,2680 +"1623089165","20150506T000000",920000,4,3.75,4030,503989,"2",0,0,3,10,4030,0,2008,0,"98045",47.4807,-121.795,2110,71874 +"6788200596","20141016T000000",1.285e+006,4,3.5,3440,3800,"3",0,0,3,9,3440,0,2014,0,"98112",47.6408,-122.307,1760,3800 +"1760650610","20150330T000000",324500,4,2.5,2110,3825,"2",0,0,3,7,2110,0,2012,0,"98042",47.3602,-122.082,2110,3825 +"7853360850","20150116T000000",471500,3,2.5,2430,5866,"2",0,0,3,7,2430,0,2009,0,"98065",47.5158,-121.871,2380,5866 +"2526069092","20140808T000000",1.015e+006,4,3.75,4690,207141,"2",0,0,3,10,4030,660,2007,0,"98019",47.7072,-121.983,2890,200527 +"2424059061","20141111T000000",998000,4,3.5,3500,43560,"2",0,0,3,9,2850,650,2014,0,"98006",47.5481,-122.103,3640,40545 +"7661600206","20150129T000000",262000,4,2.5,2070,8685,"2",0,0,3,7,2070,0,2006,0,"98188",47.4697,-122.267,2170,9715 +"8149600065","20150401T000000",844000,4,3.5,3350,6350,"2",0,2,3,8,2610,740,2009,0,"98116",47.5602,-122.39,1820,6350 +"6666830120","20140624T000000",745641,4,2.5,2440,4850,"2",0,0,3,8,2440,0,2013,0,"98052",47.7043,-122.114,2970,5450 +"3034200087","20141212T000000",659950,5,3,3010,7357,"2",0,0,3,9,3010,0,2008,0,"98133",47.7226,-122.33,2370,8050 +"0255450410","20140804T000000",339989,3,2.5,2060,4200,"2",0,0,3,8,2060,0,2014,0,"98038",47.3706,-122.018,2370,4200 +"3438501327","20150504T000000",352500,2,2.5,1570,2399,"2",0,0,3,7,1180,390,2009,0,"98106",47.5488,-122.364,1590,2306 +"9828702389","20140513T000000",525000,3,2.5,1580,1161,"2",0,0,3,8,1010,570,2008,0,"98112",47.6206,-122.299,1680,1177 +"8691440330","20140929T000000",1.13899e+006,5,3.5,4280,6530,"2",0,3,3,10,4280,0,2014,0,"98075",47.5941,-121.973,3960,6863 +"1085623740","20140812T000000",491000,5,3.5,2815,4900,"2",0,0,3,9,2815,0,2011,0,"98030",47.3424,-122.179,2798,4900 +"1424069110","20140718T000000",675000,4,2.5,2620,6114,"2",0,0,3,9,2620,0,2011,0,"98029",47.5603,-122.013,2620,5808 +"0993001914","20150106T000000",344000,3,2.25,1250,1033,"3",0,0,3,8,1250,0,2007,0,"98103",47.6907,-122.343,1250,1150 +"9211010220","20141104T000000",530000,4,2.5,3250,4500,"2",0,0,3,8,3250,0,2008,0,"98059",47.4944,-122.15,3030,4598 +"2143701015","20141210T000000",290500,4,3.25,2510,7686,"2",0,0,3,9,2510,0,2003,0,"98055",47.4785,-122.228,2510,6732 +"6056111430","20150113T000000",335000,2,1.75,1270,1685,"2",0,0,3,8,1270,0,2012,0,"98108",47.5646,-122.295,1270,1843 +"1925059254","20150507T000000",2.998e+006,5,4,6670,16481,"2",0,0,3,12,4960,1710,2007,0,"98004",47.6409,-122.221,4800,16607 +"3278606200","20140919T000000",379000,3,2.5,1580,3075,"2",0,0,3,8,1580,0,2013,0,"98126",47.545,-122.368,1710,2934 +"3126049501","20140717T000000",385000,3,1.5,1360,2030,"3",0,0,3,8,1360,0,2008,0,"98103",47.6961,-122.349,1360,1167 +"4305600360","20150225T000000",500012,4,2.5,2400,9612,"1",0,0,3,8,1230,1170,1962,2009,"98059",47.4799,-122.127,2430,5539 +"6632300212","20140505T000000",366750,3,3,1571,2017,"3",0,0,3,8,1571,0,2008,0,"98125",47.7338,-122.309,1520,1497 +"1189000492","20140606T000000",405000,2,2,1405,1073,"2",0,0,3,8,1140,265,2007,0,"98122",47.612,-122.295,1405,3000 +"3319500628","20150212T000000",356999,3,1.5,1010,1546,"2",0,0,3,8,1010,0,1971,2014,"98144",47.5998,-122.311,1010,1517 +"2436700625","20150417T000000",590000,2,2.5,1450,1281,"2",0,0,3,8,1220,230,2006,0,"98105",47.665,-122.285,1440,1281 +"3679400474","20141104T000000",294000,3,1.75,1420,1361,"2",0,0,3,7,960,460,2014,0,"98108",47.5684,-122.314,1340,1343 +"7203190110","20150426T000000",731500,4,2.5,2650,4644,"2",0,0,3,8,2650,0,2013,0,"98053",47.6945,-122.018,2640,5099 +"1853080850","20140606T000000",837219,5,2.75,3030,7679,"2",0,0,3,9,3030,0,2014,0,"98074",47.593,-122.057,3080,6341 +"1125079111","20150415T000000",1.6e+006,4,5.5,6530,871200,"2",0,2,3,11,6530,0,2008,0,"98014",47.664,-121.878,1280,858132 +"0518500610","20140616T000000",798800,3,2.75,2670,3738,"1",0,0,3,10,1720,950,2013,0,"98056",47.5299,-122.203,2610,3734 +"0293670040","20141008T000000",482500,2,2.5,1170,809,"2",0,0,3,9,1170,0,2007,0,"98103",47.6875,-122.339,1170,1121 +"3303970100","20150306T000000",820000,4,2.5,3260,26772,"2",0,0,3,9,3260,0,2007,0,"98027",47.5115,-122.031,3260,14491 +"3834000594","20140711T000000",319000,3,1.5,1480,1722,"3",0,0,3,7,1480,0,2007,0,"98125",47.728,-122.292,1480,5764 +"3342100569","20140813T000000",950000,3,2.5,2700,6947,"2",0,3,3,9,2700,0,2013,0,"98056",47.5172,-122.208,2500,6947 +"7237501380","20150507T000000",1.2675e+006,4,3.5,4640,13404,"2",0,0,3,10,4640,0,2007,0,"98059",47.531,-122.134,4690,13590 +"2325300093","20140707T000000",378000,3,2.5,1601,2491,"3",0,0,3,7,1536,65,2007,0,"98125",47.719,-122.317,1420,1156 +"9808100150","20150402T000000",3.345e+006,5,3.75,5350,15360,"1",0,1,3,11,3040,2310,2008,0,"98004",47.648,-122.218,3740,15940 +"3332500085","20141027T000000",489950,3,2.5,2540,5237,"2",0,0,3,8,2540,0,2011,0,"98118",47.5492,-122.276,1800,4097 +"3869900150","20150427T000000",345000,2,1.75,1030,1106,"2",0,0,3,7,765,265,2006,0,"98136",47.5397,-122.387,1030,1066 +"2011400401","20150226T000000",510000,3,2.5,2730,7136,"2",0,0,3,8,2730,0,2012,0,"98198",47.3938,-122.321,2130,8932 +"9578501030","20140729T000000",432500,4,2.5,3172,5033,"2",0,0,3,8,3172,0,2014,0,"98023",47.2961,-122.348,2704,5232 +"8029770410","20150420T000000",650000,4,2.5,3160,8530,"2",0,0,3,9,3160,0,2006,0,"98059",47.5075,-122.148,3160,6460 +"6639900242","20141003T000000",750000,4,2.5,2850,12429,"2",0,0,3,9,2850,0,2008,0,"98033",47.6915,-122.177,2540,12000 +"2919700735","20150427T000000",870000,4,3.5,2780,3100,"2",0,0,3,8,2120,660,2014,0,"98117",47.6886,-122.364,1740,3600 +"8691440410","20141215T000000",900000,4,3.5,3860,6543,"2",0,0,3,10,3860,0,2014,0,"98075",47.5934,-121.974,3760,6888 +"2902201301","20141216T000000",664950,2,1.75,1180,900,"2",0,0,3,10,780,400,2014,0,"98102",47.6395,-122.329,1380,3610 +"0291310150","20140602T000000",391000,3,2.25,1410,1290,"2",0,0,3,7,1290,120,2004,0,"98027",47.5345,-122.069,1490,1380 +"0323079101","20150123T000000",1.8e+006,4,3.5,6370,205603,"2",0,0,3,12,6370,0,2008,0,"98027",47.5016,-121.905,1490,33580 +"5057100110","20150514T000000",479349,5,3,3223,6371,"2",0,0,3,9,3223,0,2014,0,"98042",47.3584,-122.163,1979,9008 +"9268850940","20141223T000000",661000,4,3.25,2600,2074,"2",0,0,3,8,2150,450,2011,0,"98027",47.5402,-122.028,2510,2074 +"0993000315","20141002T000000",379000,3,3.25,1380,1234,"3",0,0,3,8,1380,0,2006,0,"98103",47.6935,-122.342,1370,1282 +"9268851800","20140505T000000",415000,3,2.25,1620,998,"2.5",0,0,3,8,1540,80,2010,0,"98027",47.5401,-122.027,1620,1299 +"4310702837","20141201T000000",375000,3,3.25,1370,1227,"3",0,0,3,8,1370,0,2007,0,"98103",47.6964,-122.341,1370,1236 +"4310703083","20140523T000000",355000,3,2,1220,1186,"3",0,0,3,8,1220,0,2007,0,"98103",47.6972,-122.341,1280,1251 +"1890000166","20140905T000000",540000,3,2.5,1280,1889,"3",0,0,3,8,1280,0,2009,0,"98105",47.6619,-122.324,1450,1889 +"7904700146","20140724T000000",290000,2,1.5,770,850,"2",0,0,3,7,770,0,2006,0,"98116",47.5644,-122.388,1350,915 +"1931300308","20140520T000000",500000,3,2.5,1210,1200,"3",0,0,3,8,1210,0,2008,0,"98103",47.6543,-122.345,1210,1200 +"8091670730","20140902T000000",416000,4,2.5,2890,6322,"2",0,0,3,8,2890,0,2011,0,"98038",47.3494,-122.044,2380,5738 +"3278612370","20140811T000000",349900,3,2.5,1580,2765,"2",0,0,3,8,1580,0,2011,0,"98126",47.5444,-122.369,1580,1820 +"0007600065","20140605T000000",465000,3,2.25,1530,1245,"2",0,0,3,9,1050,480,2014,0,"98122",47.6018,-122.297,1530,2307 +"3630200900","20140630T000000",950000,4,2.5,3670,7680,"2.5",0,0,3,10,3670,0,2007,0,"98029",47.5401,-121.993,3130,6112 +"3278611450","20150326T000000",496800,4,2.25,1850,2340,"2.5",0,0,3,8,1850,0,2014,0,"98126",47.543,-122.372,1850,2340 +"2026049184","20150320T000000",680000,4,2.5,2440,6581,"2",0,0,3,8,2440,0,2014,0,"98133",47.7321,-122.334,1480,7432 +"9103000455","20150424T000000",920000,4,3.25,2190,4265,"2",0,0,3,9,1540,650,2015,0,"98122",47.6178,-122.29,1730,4265 +"8691440220","20150202T000000",1.28999e+006,5,4,4360,8030,"2",0,0,3,10,4360,0,2015,0,"98075",47.5923,-121.973,3570,6185 +"7202300540","20140701T000000",825000,4,2.75,3990,6637,"2",0,0,3,9,3990,0,2003,0,"98053",47.6835,-122.045,3500,7074 +"1453601038","20141002T000000",292000,3,2.5,1270,1283,"3",0,0,3,7,1270,0,2007,0,"98125",47.7209,-122.291,1270,1512 +"9211010330","20150409T000000",576000,4,2.5,3340,6924,"2",0,0,3,8,3340,0,2009,0,"98059",47.495,-122.149,3030,6119 +"1972201773","20150313T000000",670000,2,2,1500,761,"3",0,3,3,8,1500,0,2008,0,"98103",47.6522,-122.346,1360,1527 +"7974200948","20140520T000000",953007,4,3.5,3120,5086,"2",0,0,3,9,2480,640,2008,0,"98115",47.6762,-122.288,1880,5092 +"2700200040","20150223T000000",399000,4,2.5,2480,4334,"2",0,0,3,8,2480,0,2012,0,"98038",47.3826,-122.036,2480,5632 +"7625702264","20150427T000000",399000,2,2,1110,1155,"3",0,0,3,7,980,130,2008,0,"98136",47.5496,-122.388,1110,1089 +"2428100100","20141117T000000",847093,4,2.75,2760,5670,"2",0,0,3,10,2760,0,2014,0,"98075",47.5819,-122.047,2760,6600 +"1176001123","20150206T000000",599950,3,2.5,1510,1493,"3",0,0,3,8,1510,0,2014,0,"98107",47.669,-122.402,1530,1357 +"3052700472","20140813T000000",499000,3,2.5,1460,1614,"2",0,0,3,8,1180,280,2007,0,"98117",47.6781,-122.374,1380,1402 +"1623089086","20141015T000000",760000,4,2.75,3980,285318,"2",0,2,3,9,3980,0,2006,0,"98045",47.4803,-121.795,2100,105415 +"2311400145","20141029T000000",1.69999e+006,4,3.75,3320,8234,"2",0,0,3,10,3320,0,2014,0,"98004",47.5963,-122.2,1560,8240 +"8895800090","20140512T000000",1.03389e+006,4,3.25,3270,5187,"2",0,0,3,9,3110,160,2014,0,"98052",47.6966,-122.133,3600,5825 +"0847100021","20140520T000000",515000,4,2.5,2670,8765,"2",0,0,3,9,2670,0,2006,0,"98059",47.4876,-122.146,2880,8765 +"0291310120","20141209T000000",355000,3,2.25,1410,1332,"2",0,0,3,7,1290,120,2004,0,"98027",47.5345,-122.069,1445,1290 +"0301401390","20140805T000000",319900,4,2.75,2475,4000,"2",0,0,3,7,2475,0,2014,0,"98002",47.3452,-122.21,2166,4000 +"7519001068","20140527T000000",460000,3,3.5,1600,1431,"2",0,0,3,8,1240,360,2006,0,"98117",47.6865,-122.363,1500,4120 +"7203101590","20150108T000000",305000,2,1,1290,3383,"2",0,0,3,7,1290,0,2008,0,"98053",47.6968,-122.025,1290,2828 +"7299600530","20150317T000000",280000,3,2.5,1608,4818,"2",0,0,3,8,1608,0,2012,0,"98092",47.2583,-122.203,2009,5200 +"7625703357","20150227T000000",394950,2,2.25,1300,2104,"2",0,0,3,8,1010,290,2011,0,"98136",47.5477,-122.388,1430,1850 +"7889601270","20140821T000000",382000,4,3.5,2530,3000,"2",0,0,3,8,1850,680,2014,0,"98146",47.4919,-122.336,1470,6000 +"4083306553","20150422T000000",560000,3,2.5,1390,1411,"3",0,0,3,8,1390,0,2008,0,"98103",47.6485,-122.334,1350,1266 +"9828701508","20140520T000000",772000,3,2.25,1640,1204,"3",0,0,3,8,1640,0,2014,0,"98112",47.6196,-122.297,1630,3136 +"8946390150","20140722T000000",324950,4,2.5,2229,5723,"2",0,0,3,7,2229,0,2012,0,"98032",47.3693,-122.286,2738,5742 +"8648900040","20140709T000000",530000,3,2.5,1790,3078,"2",0,0,3,8,1790,0,2010,0,"98027",47.5638,-122.094,1890,3078 +"4092300211","20141024T000000",384000,3,2.25,990,736,"2.5",0,0,3,8,880,110,2009,0,"98105",47.6605,-122.319,1030,1201 +"3343902510","20140611T000000",719950,5,2.75,3240,6863,"2",0,0,3,10,3240,0,2013,0,"98056",47.5033,-122.193,2360,6002 +"2919700107","20140811T000000",319950,2,2.5,1280,819,"2",0,0,3,8,1060,220,2006,0,"98103",47.6905,-122.364,1290,2900 +"2781280230","20150128T000000",292000,3,2.5,1610,3848,"2",0,0,3,8,1610,0,2006,0,"98055",47.4497,-122.188,1610,3049 +"3232200085","20150428T000000",1.5e+006,6,3.5,3670,3959,"2",0,0,3,10,2410,1260,2008,0,"98119",47.6356,-122.373,2060,3625 +"1972200259","20140507T000000",425000,2,2.5,1150,1027,"3",0,0,3,8,1150,0,2008,0,"98103",47.6534,-122.356,1360,1210 +"1926059236","20141010T000000",799950,5,3.75,3760,4702,"2",0,0,3,9,2780,980,2014,0,"98034",47.7202,-122.223,2950,5981 +"2768200210","20140825T000000",499000,2,2.5,1320,1157,"2",0,0,3,8,990,330,2014,0,"98107",47.6689,-122.363,1550,1519 +"3304300210","20150327T000000",572000,4,2.75,2700,7992,"2",0,0,3,9,2700,0,2012,0,"98059",47.4831,-122.135,2840,7992 +"9826700930","20140722T000000",459000,2,2,1480,804,"3",0,0,3,8,1480,0,2008,0,"98122",47.602,-122.308,1380,1751 +"9385200042","20150318T000000",529500,3,2.25,1410,905,"3",0,0,3,9,1410,0,2014,0,"98116",47.5818,-122.402,1510,1352 +"3876590090","20140909T000000",374500,4,2.5,3135,5811,"2",0,0,3,9,3135,0,2005,0,"98092",47.3263,-122.18,3008,5799 +"2902200142","20140605T000000",584000,3,2.5,1480,1485,"2",0,0,3,8,1280,200,2007,0,"98102",47.6376,-122.326,1470,1277 +"8085400401","20150115T000000",1.898e+006,4,4.5,4020,9656,"2",0,0,3,10,4020,0,2007,0,"98004",47.6358,-122.207,1960,9520 +"2902200237","20140707T000000",505000,2,2.25,1060,1209,"2",0,0,3,8,940,120,2006,0,"98102",47.6369,-122.327,1300,1169 +"7658600082","20141114T000000",565000,2,2.5,1950,2457,"3",0,0,3,8,1950,0,2009,0,"98144",47.5925,-122.302,1650,1639 +"6891100330","20150325T000000",799000,4,2.75,3340,5677,"2",0,0,3,9,3340,0,2011,0,"98052",47.709,-122.118,3240,5643 +"6821102367","20150429T000000",547000,3,2.5,1570,1452,"2.5",0,0,3,9,1240,330,2007,0,"98199",47.648,-122.396,1670,1596 +"1900600015","20150227T000000",550000,3,2.5,1930,6604,"2",0,0,3,7,1930,0,2014,0,"98166",47.4692,-122.351,910,6604 +"1545808120","20140918T000000",250000,3,2,1590,8100,"1",0,0,3,7,1060,530,1996,0,"98038",47.3611,-122.047,1590,8100 +"2126059294","20150105T000000",960000,4,4.5,3720,7746,"2",0,0,3,10,3720,0,2014,0,"98034",47.7323,-122.165,3080,11067 +"1370800515","20141030T000000",2.95e+006,4,4.25,4470,5884,"2",0,1,3,11,3230,1240,2010,0,"98199",47.6387,-122.405,2570,6000 +"3319500334","20150327T000000",441000,2,1,1290,1289,"2",0,0,3,7,1030,260,2005,0,"98144",47.6006,-122.305,1290,1332 +"0301400940","20150407T000000",265000,3,2.25,1489,2800,"2",0,0,3,7,1489,0,2012,0,"98002",47.3454,-122.214,1584,2800 +"2722069077","20150409T000000",430000,3,2.5,2075,39553,"1",0,0,3,7,2075,0,2012,0,"98038",47.3601,-122.032,1960,9047 +"8943600720","20140617T000000",286800,3,2.5,1413,3600,"2",0,0,3,8,1413,0,2011,0,"98031",47.4222,-122.193,2150,3869 +"7660100236","20150416T000000",375000,3,2.5,1300,1362,"2",0,0,3,8,880,420,2008,0,"98144",47.5893,-122.317,1300,1251 +"1773100921","20141215T000000",312500,3,3.25,1480,983,"2",0,0,3,8,1180,300,2013,0,"98106",47.5555,-122.363,1330,1062 +"8679200100","20150107T000000",850000,4,2.75,3320,5559,"2",0,0,3,9,3320,0,2012,0,"98075",47.5607,-122.031,3400,6854 +"3654200039","20150325T000000",390500,3,2.25,1530,1279,"2",0,0,3,7,1116,414,2007,0,"98177",47.7035,-122.357,1320,1427 +"2771602428","20141029T000000",455000,3,2.5,1180,932,"3",0,0,3,8,1180,0,2010,0,"98119",47.638,-122.375,1180,2632 +"1225039067","20150406T000000",455000,2,2,1190,1303,"2",0,0,3,8,800,390,2009,0,"98107",47.6675,-122.368,1670,2425 +"0625049359","20141203T000000",515000,3,2.25,1300,1180,"3",0,0,3,8,1300,0,2008,0,"98103",47.6871,-122.339,1300,1174 +"3278606050","20150401T000000",362500,3,3.5,1710,2212,"2",0,0,3,7,1400,310,2013,0,"98126",47.5459,-122.368,1580,2212 +"5112800291","20140924T000000",460000,3,2.5,2390,47480,"2",0,0,3,9,2390,0,2007,0,"98058",47.4517,-122.084,1720,44866 +"7853360300","20140904T000000",540000,4,3.5,3510,6005,"2",0,0,3,8,2750,760,2010,0,"98065",47.5168,-121.87,3090,5866 +"6056111063","20140731T000000",230000,3,1.75,1140,1165,"2",0,0,3,8,1140,0,2014,0,"98108",47.5638,-122.295,1150,1552 +"2767704649","20140929T000000",425000,2,2.5,1320,1329,"2",0,0,3,8,1180,140,2007,0,"98107",47.6728,-122.374,1490,5000 +"7683800205","20140519T000000",298450,5,3,2100,9752,"1",0,0,3,8,1200,900,2007,0,"98003",47.3341,-122.304,1270,10200 +"9406530150","20141222T000000",344000,4,2.5,2400,4848,"2",0,0,3,8,2400,0,2004,0,"98038",47.3626,-122.04,1980,5199 +"2979800409","20140505T000000",416286,3,2.5,1408,989,"3",0,0,3,8,1408,0,2005,0,"98115",47.6856,-122.315,1408,1342 +"1085622540","20150223T000000",379500,4,2.5,2560,5102,"2",0,0,3,8,2560,0,2013,0,"98092",47.3404,-122.181,2586,5059 +"4310701421","20140617T000000",350000,2,2.5,1260,1347,"3",0,0,3,8,1260,0,2005,0,"98103",47.6994,-122.341,1260,1356 +"2895800770","20150408T000000",258800,2,1.75,1290,1624,"2",0,0,3,8,1290,0,2014,0,"98106",47.5171,-122.347,1410,1963 +"3034200067","20141218T000000",620000,4,2.5,2730,9260,"2",0,0,3,8,2730,0,2008,0,"98133",47.7222,-122.331,2730,7357 +"3438501320","20140502T000000",295000,2,2.5,1630,1368,"2",0,0,3,7,1280,350,2009,0,"98106",47.5489,-122.363,1590,2306 +"8691450120","20150227T000000",908990,4,2.75,3530,6844,"2",0,0,3,10,3530,0,2014,0,"98075",47.5975,-121.985,3530,10038 +"6306810110","20141117T000000",485230,4,2.5,2714,12558,"2",0,0,3,9,2714,0,2014,0,"98031",47.3522,-122.201,2873,8269 +"3629990110","20140611T000000",475000,3,2.25,1630,2520,"2",0,0,3,7,1630,0,2005,0,"98029",47.5493,-121.998,1630,3131 +"0715010110","20140804T000000",1.24042e+006,5,3.25,5790,13726,"2",0,3,3,10,4430,1360,2014,0,"98006",47.5388,-122.114,5790,13726 +"3629700090","20140819T000000",635000,3,3,2230,1407,"2.5",0,0,3,8,1850,380,2013,0,"98027",47.5446,-122.017,2290,1407 +"3277801411","20141105T000000",350000,3,2.5,1380,1590,"2",0,0,3,9,1160,220,2012,0,"98126",47.5444,-122.375,1380,1590 +"8822901175","20141229T000000",345000,3,3.5,1320,1161,"3",0,0,3,8,1320,0,2010,0,"98125",47.7162,-122.294,1320,1161 +"6926700654","20140921T000000",700000,2,2,1490,713,"3",0,0,3,9,1490,0,2014,0,"98109",47.6356,-122.346,1490,1110 +"2768301482","20140821T000000",490000,3,2.25,1280,1520,"2",0,0,3,8,1080,200,2008,0,"98107",47.6651,-122.368,1280,1681 +"8895800110","20140805T000000",1.29989e+006,5,4,3870,5929,"2",0,0,3,10,3870,0,2014,0,"98052",47.6965,-122.134,3600,5625 +"3879900750","20140910T000000",579000,2,2.5,1280,1051,"2",0,0,3,8,1080,200,2009,0,"98119",47.6273,-122.359,1580,1279 +"7234600820","20150327T000000",552500,3,1.5,1300,1435,"2",0,0,3,8,1120,180,2007,0,"98122",47.6114,-122.31,1320,1652 +"1946000100","20150204T000000",467000,4,2.75,2170,5024,"2",0,0,3,8,2170,0,2012,0,"98059",47.495,-122.145,2460,5024 +"8943600870","20141113T000000",305000,4,2.25,1763,3717,"2",0,0,3,8,1763,0,2012,0,"98031",47.4213,-122.194,1763,3666 +"6145600557","20140509T000000",212000,2,1.5,1020,1525,"2",0,0,3,7,1020,0,2004,0,"98133",47.704,-122.347,1020,3844 +"7203140180","20140821T000000",429000,4,2.5,1840,4593,"2",0,0,3,7,1840,0,2010,0,"98053",47.6866,-122.013,1740,3600 +"3277801592","20140925T000000",479950,3,2,1820,1358,"3",0,0,3,9,1820,0,2014,0,"98126",47.5433,-122.376,1710,1367 +"0461003835","20141218T000000",825000,3,3.5,2670,3000,"2",0,0,3,9,1870,800,2014,0,"98117",47.6813,-122.372,1750,5000 +"0424069279","20150328T000000",1.18e+006,6,6.5,6260,10955,"2",0,0,3,11,4840,1420,2007,0,"98075",47.5947,-122.039,2710,12550 +"1760651000","20140613T000000",250000,3,2.25,1400,3814,"2",0,0,3,7,1400,0,2012,0,"98042",47.3584,-122.083,1610,3814 +"3057000070","20141027T000000",289000,2,1.5,1160,2158,"2",0,0,3,7,1160,0,1982,0,"98034",47.7178,-122.19,1150,2158 +"2895810200","20141002T000000",265000,3,2.5,1400,3368,"2",0,0,3,7,1400,0,2013,0,"98146",47.5134,-122.342,1400,4316 +"2325300060","20140515T000000",344000,3,2.5,1232,1130,"3",0,0,3,7,1232,0,2007,0,"98125",47.7185,-122.317,1232,1202 +"9151600055","20140709T000000",749000,4,2.75,2700,6000,"2",0,0,4,8,2100,600,1910,0,"98116",47.586,-122.383,2050,5400 +"7853321260","20140908T000000",492000,4,2.5,2550,6382,"2",0,0,3,7,2550,0,2007,0,"98065",47.5202,-121.87,2430,5900 +"4219610320","20150119T000000",552500,4,2.5,3260,6902,"2",0,0,3,8,3260,0,2008,0,"98059",47.4829,-122.156,3130,6588 +"2902200016","20141112T000000",653500,2,2.5,1680,1240,"2",0,0,3,8,1120,560,2014,0,"98102",47.6372,-122.324,2060,3630 +"7518507055","20150402T000000",855000,4,3.25,2630,2550,"2",0,0,3,10,2030,600,2006,0,"98117",47.6775,-122.385,1810,2600 +"7502700060","20141119T000000",333000,3,1.5,1260,5758,"2",0,0,3,7,1260,0,1999,0,"98006",47.5524,-122.139,3090,10142 +"3448740160","20140611T000000",415000,4,2.5,2550,4500,"2",0,0,3,7,2550,0,2009,0,"98059",47.4916,-122.153,2340,4526 +"0179001455","20141107T000000",445000,4,3.25,3450,5000,"2",0,0,3,8,3450,0,2008,0,"98178",47.4925,-122.273,1420,5000 +"8669160270","20140710T000000",273500,3,2.5,1550,3402,"2",0,0,3,7,1550,0,2009,0,"98002",47.3523,-122.212,2095,3402 +"4215270070","20140606T000000",969990,4,2.5,4150,8436,"2",0,0,3,10,4150,0,2014,0,"98075",47.5802,-122.039,4070,8438 +"0170000060","20141008T000000",1.2e+006,5,3.5,3900,4400,"2",0,0,3,9,2650,1250,2014,0,"98107",47.6607,-122.362,1190,4400 +"7410200431","20140806T000000",430000,3,3.25,1550,1444,"3",0,0,3,8,1550,0,2006,0,"98115",47.6767,-122.291,1550,1444 +"6600060140","20150323T000000",392000,4,2.5,2130,4000,"2",0,0,3,8,2130,0,2014,0,"98146",47.5108,-122.362,1830,7217 +"2324059314","20140702T000000",795000,4,2.5,2890,7798,"2",0,0,3,9,2890,0,2005,0,"98006",47.5456,-122.129,3300,30950 +"9376301111","20140630T000000",457000,3,2.5,1220,1330,"2",0,0,3,8,1010,210,2008,0,"98117",47.6904,-122.37,1360,3750 +"8956200560","20150320T000000",453000,4,2.5,2502,8306,"2",0,0,3,9,2502,0,2013,0,"98001",47.2953,-122.265,2597,6983 +"6749700002","20140509T000000",376000,3,2,1340,1384,"3",0,0,3,8,1340,0,2008,0,"98103",47.6973,-122.35,1110,1384 +"1438000390","20140804T000000",469995,4,2.5,2350,3800,"2",0,0,3,8,2350,0,2014,0,"98059",47.4783,-122.123,2670,4180 +"8682301600","20150504T000000",540000,3,2.5,1810,3930,"2",0,0,3,8,1810,0,2008,0,"98053",47.7169,-122.02,1560,5100 +"7853361370","20140502T000000",555000,4,2.5,3310,6500,"2",0,0,3,8,3310,0,2012,0,"98065",47.515,-121.87,2380,5000 +"3333001997","20140725T000000",445000,3,2,1620,5101,"1",0,0,3,7,590,1030,2006,0,"98118",47.5448,-122.288,1700,7750 +"7899800857","20141215T000000",256950,2,2,1070,635,"2",0,0,3,9,720,350,2008,0,"98106",47.5212,-122.357,1070,928 +"7338220370","20141006T000000",297000,4,2.5,2230,4952,"2",0,0,3,8,2230,0,2011,0,"98002",47.3363,-122.211,2030,3721 +"9406530160","20141017T000000",320000,4,2.5,1970,4558,"2",0,0,3,8,1970,0,2005,0,"98038",47.3627,-122.04,1980,5123 +"7853280370","20141114T000000",805000,5,4.5,4600,7810,"2",0,0,3,9,3200,1400,2006,0,"98065",47.5381,-121.86,4480,6324 +"2937300520","20140801T000000",799990,4,2.75,3110,6050,"2",0,0,3,9,3110,0,2014,0,"98052",47.705,-122.126,3590,6054 +"2738640310","20150409T000000",680000,4,2.5,3490,3677,"2",0,0,3,9,2850,640,2007,0,"98072",47.774,-122.162,3440,3600 +"6056100312","20140624T000000",395000,3,2.5,1600,1936,"2",0,0,3,7,1600,0,2007,0,"98108",47.5629,-122.297,1600,1936 +"2856100260","20141202T000000",732000,3,2.5,1960,3060,"2",0,0,3,8,1960,0,2010,0,"98117",47.6764,-122.389,1220,3060 +"2724049222","20140802T000000",163800,2,2.5,1000,1092,"2",0,0,3,7,990,10,2004,0,"98118",47.5419,-122.271,1330,1466 +"2724049222","20141201T000000",220000,2,2.5,1000,1092,"2",0,0,3,7,990,10,2004,0,"98118",47.5419,-122.271,1330,1466 +"6149700197","20141106T000000",308625,2,2,1500,1408,"3",0,0,3,7,1500,0,1999,0,"98133",47.7293,-122.343,1500,1245 +"3166900200","20150331T000000",375000,3,2.5,2424,5931,"2",0,0,3,9,2424,0,2014,0,"98042",47.3515,-122.134,2424,6036 +"5137800030","20140701T000000",300000,4,2.5,2303,3826,"2",0,0,3,8,2303,0,2006,0,"98092",47.3258,-122.165,2516,4500 +"3832080070","20140616T000000",284000,3,2.5,1880,6008,"2",0,0,3,7,1880,0,2009,0,"98042",47.3366,-122.052,2180,5185 +"9828702336","20150220T000000",610000,2,2,1210,740,"2",0,0,3,8,780,430,2014,0,"98112",47.6206,-122.3,1480,1171 +"7203180370","20150324T000000",955000,4,3.25,3720,6765,"2",0,0,3,9,3720,0,2012,0,"98053",47.688,-122.018,3100,6790 +"3901100030","20140627T000000",982000,4,2.75,3610,8580,"2",0,0,3,9,3610,0,2014,0,"98033",47.6706,-122.173,2360,8580 +"3126049500","20140522T000000",359000,3,1.5,1360,885,"3",0,0,3,8,1360,0,2008,0,"98103",47.6961,-122.349,1360,1167 +"6666830390","20140718T000000",779380,5,2.5,2590,7084,"2",0,0,3,8,2590,0,2014,0,"98052",47.7053,-122.113,3010,4823 +"1832100055","20140630T000000",1.51e+006,5,3.25,4390,11250,"2",0,0,3,10,4390,0,2007,0,"98040",47.5785,-122.225,2160,9249 +"3629700030","20150223T000000",635000,3,3,2290,1407,"2.5",0,0,3,8,1890,400,2014,0,"98027",47.5446,-122.017,2230,1407 +"3630200960","20140826T000000",1.06e+006,4,3.75,3880,9979,"2.5",0,0,3,10,3880,0,2007,0,"98029",47.5408,-121.992,3130,6112 +"7625702431","20140716T000000",389500,3,2.5,1350,874,"3",0,0,3,8,1270,80,2006,0,"98136",47.549,-122.387,1350,886 +"2895800390","20140807T000000",359800,5,2.5,2170,2752,"2",0,0,3,8,2170,0,2014,0,"98106",47.5165,-122.346,1800,2752 +"3753000030","20140527T000000",399950,3,3,1296,1051,"3",0,0,3,8,1296,0,2009,0,"98125",47.7175,-122.284,1520,1939 +"1773100926","20140603T000000",320000,3,3.25,1530,1602,"2",0,0,3,8,1140,390,2013,0,"98106",47.5555,-122.362,1450,1198 +"0301400320","20140725T000000",255900,3,2.5,1489,3266,"2",0,0,3,7,1489,0,2014,0,"98002",47.3452,-122.217,1537,3273 +"6600060160","20150209T000000",380000,4,2.5,2130,4467,"2",0,0,3,8,2130,0,2014,0,"98146",47.5108,-122.363,1830,8160 +"1861100267","20140918T000000",580000,3,2.75,1430,1521,"2",0,0,3,9,1130,300,2009,0,"98119",47.6353,-122.371,1930,2700 +"3438500036","20150429T000000",545000,5,3.75,2380,7268,"1",0,0,3,8,1430,950,2008,0,"98106",47.5571,-122.357,2040,10810 +"3869900036","20140725T000000",451300,3,2.5,1420,814,"2",0,0,3,8,1140,280,2008,0,"98136",47.5429,-122.387,1340,1382 +"1042700270","20140616T000000",852880,4,3.25,3450,6184,"2",0,0,3,9,3450,0,2014,0,"98074",47.6072,-122.054,3020,5369 +"6817750340","20140919T000000",305000,4,2.5,1914,3150,"2",0,0,3,8,1914,0,2009,0,"98055",47.43,-122.188,1714,3164 +"3448001412","20150430T000000",295000,2,1.5,988,1080,"3",0,0,3,7,988,0,2007,0,"98125",47.7123,-122.301,1128,1080 +"0301400800","20141016T000000",261000,3,2.25,1584,2800,"2",0,0,3,7,1584,0,2012,0,"98002",47.3451,-122.214,1584,2800 +"7852090570","20150317T000000",560000,4,2.5,2630,5710,"2",0,0,3,8,2630,0,2001,0,"98065",47.5342,-121.876,2550,5500 +"7203180070","20140919T000000",795000,4,3.25,3520,5250,"2",0,0,3,9,3520,0,2012,0,"98053",47.6869,-122.019,3220,5781 +"5416510200","20140929T000000",384950,4,2.5,2380,4913,"2",0,0,3,8,2380,0,2006,0,"98038",47.3607,-122.038,2580,5311 +"1931300977","20140508T000000",500000,3,1.75,1410,1197,"3",0,0,3,8,1410,0,2012,0,"98103",47.6558,-122.348,1350,2512 +"7853390260","20150205T000000",640000,4,3.5,3220,5741,"2",0,0,3,9,3220,0,2013,0,"98065",47.5169,-121.886,2960,6534 +"9578500810","20141121T000000",418000,4,3.25,3266,5969,"2",0,0,3,8,3266,0,2014,0,"98023",47.2975,-122.35,3087,5169 +"6844700575","20141010T000000",799000,3,2,2550,4794,"2",0,0,3,9,2550,0,2007,0,"98115",47.6955,-122.29,1630,5100 +"3751601877","20150320T000000",552900,4,3.5,3828,18900,"2.5",0,0,3,9,3828,0,2014,0,"98001",47.2851,-122.277,2120,18900 +"3869900136","20141219T000000",539950,3,2.25,1670,1596,"3",0,0,3,8,1670,0,2014,0,"98136",47.5402,-122.387,1640,1310 +"8956200960","20150120T000000",524225,4,2.5,3056,11385,"2",0,0,3,9,3056,0,2014,0,"98001",47.2905,-122.264,2849,8607 +"2883200083","20150202T000000",424950,2,1.5,1000,1188,"3",0,0,3,8,1000,0,2005,0,"98115",47.6823,-122.327,2300,3500 +"2028700570","20141125T000000",560000,3,3.25,1530,1786,"2",0,0,3,8,1200,330,2007,0,"98117",47.6783,-122.366,1390,2900 +"4188300030","20150429T000000",715000,5,3,3490,6091,"2",0,0,3,9,3490,0,2009,0,"98011",47.7744,-122.225,2870,5932 +"7883603648","20140522T000000",300000,5,2.5,2760,6000,"2",0,0,3,8,2760,0,2006,0,"98108",47.5289,-122.321,1360,6000 +"3630080030","20150224T000000",405000,3,2.5,1440,2163,"2",0,0,3,7,1440,0,2005,0,"98029",47.554,-121.998,1440,2207 +"0173000036","20141007T000000",327000,3,3,1370,1001,"3",0,0,3,8,1370,0,2009,0,"98133",47.7302,-122.355,1399,1151 +"2862500070","20141209T000000",859950,6,4,3180,6551,"2",0,0,3,9,3180,0,2014,0,"98074",47.6236,-122.023,3230,7602 +"7017200055","20150113T000000",560000,4,3,2720,7570,"2",0,0,3,9,2720,0,2008,0,"98133",47.7113,-122.349,1770,5705 +"3278611610","20140907T000000",379900,3,2.5,1800,2792,"2",0,0,3,8,1800,0,2011,0,"98126",47.5442,-122.371,1580,2617 +"4305500030","20150501T000000",625000,3,2.5,3220,6409,"2",0,0,3,9,3220,0,2008,0,"98059",47.4815,-122.127,3330,6231 +"0255460240","20150423T000000",398096,3,2.5,2370,5321,"2",0,0,3,8,2370,0,2014,0,"98038",47.37,-122.019,2370,4357 +"1773100416","20141120T000000",315000,3,2.5,1410,1325,"2",0,0,3,7,1180,230,2007,0,"98106",47.5582,-122.363,1270,1282 +"2937300560","20141212T000000",939000,4,3.5,3640,6049,"2",0,0,3,9,3640,0,2014,0,"98052",47.7049,-122.125,3590,6104 +"9510860560","20140725T000000",674000,3,2.5,1920,3624,"2",0,0,3,9,1920,0,2003,0,"98052",47.6647,-122.087,1930,3533 +"1085621740","20140814T000000",306000,4,2.5,2267,3577,"2",0,0,3,7,2267,0,2014,0,"98092",47.3384,-122.18,2056,3577 +"4139300135","20140709T000000",2.321e+006,5,4.75,5780,17004,"2",0,0,3,11,4260,1520,2006,0,"98040",47.5802,-122.212,3460,10855 +"5100400241","20150202T000000",394950,2,1,1131,1304,"3",0,0,3,7,1131,0,2011,0,"98115",47.6912,-122.313,1131,1992 +"2428100070","20140918T000000",914154,3,3.5,2940,6431,"2",0,0,3,10,2940,0,2014,0,"98075",47.5818,-122.047,2760,6695 +"0726059485","20141117T000000",496000,3,2.5,2180,4533,"2",0,0,3,7,2180,0,2010,0,"98011",47.754,-122.215,2180,7347 +"9834201370","20150417T000000",430100,3,2.25,1400,1078,"2",0,0,3,8,940,460,2009,0,"98144",47.5701,-122.288,1420,1230 +"8564860270","20140708T000000",449990,4,2.5,2680,5539,"2",0,0,3,8,2680,0,2013,0,"98045",47.4759,-121.734,2680,5992 +"8564860270","20150330T000000",502000,4,2.5,2680,5539,"2",0,0,3,8,2680,0,2013,0,"98045",47.4759,-121.734,2680,5992 +"3395071580","20150311T000000",310000,3,2.5,1300,3612,"2",0,0,3,7,1300,0,2005,0,"98118",47.5328,-122.282,1390,2943 +"3682000060","20150323T000000",349950,4,3.5,2796,3520,"2.5",0,0,3,8,2796,0,2013,0,"98001",47.3427,-122.278,2040,5195 +"1646500810","20140919T000000",625000,2,1.75,1460,1500,"2",0,0,3,8,1000,460,2008,0,"98103",47.6853,-122.356,1440,4120 +"7768800160","20140827T000000",1.05471e+006,4,3.5,4210,6481,"2",0,3,3,9,3260,950,2014,0,"98075",47.5765,-122.072,3920,5331 +"3629980860","20140707T000000",680000,4,2.75,2330,3920,"2",0,0,3,9,2330,0,2005,0,"98029",47.5525,-121.99,2410,4063 +"0629890070","20140515T000000",828950,4,3.5,3930,5680,"2",0,1,3,9,2820,1110,2013,0,"98027",47.5528,-122.076,3700,5816 +"7299600140","20150403T000000",274950,3,2.5,1608,4000,"2",0,0,3,8,1608,0,2014,0,"98092",47.2582,-122.198,2009,4983 +"1332700030","20150312T000000",293000,2,2.25,1610,1968,"2",0,0,4,7,1610,0,1979,0,"98056",47.5184,-122.196,1950,1968 +"3630220140","20140613T000000",795000,4,3.5,3200,3250,"2",0,0,3,9,2670,530,2007,0,"98029",47.5515,-122,3400,3663 +"0301400240","20140922T000000",282900,4,2.5,1710,3500,"2",0,0,3,7,1710,0,2014,0,"98002",47.3448,-122.217,1710,3500 +"1233100710","20150416T000000",909950,5,3.75,3050,8972,"2",0,0,3,9,3050,0,2014,0,"98033",47.6819,-122.172,2750,8979 +"0293070270","20141104T000000",922755,4,3.5,3560,4951,"2",0,0,3,9,3560,0,2014,0,"98074",47.6178,-122.055,3540,5500 +"3304030140","20150416T000000",424000,4,2.5,2650,8685,"2",0,0,3,9,2650,0,2006,0,"98001",47.344,-122.269,2650,7932 +"5095401070","20150423T000000",630000,3,2.5,3490,12410,"2",0,0,3,8,2590,900,2009,0,"98059",47.4714,-122.071,1740,14448 +"6358900070","20141222T000000",810000,4,3.25,4140,46173,"2",0,0,3,9,4140,0,2007,0,"98011",47.7647,-122.213,2060,43103 +"8141310030","20140730T000000",256703,3,2,1670,4441,"1",0,0,3,7,1670,0,2014,0,"98022",47.1948,-121.975,1670,4622 +"7203140270","20140515T000000",386380,3,2.5,1720,3600,"2",0,0,3,7,1720,0,2010,0,"98053",47.6856,-122.013,1720,3600 +"8682320320","20140916T000000",485000,2,2,1510,3961,"1",0,0,3,8,1510,0,2010,0,"98053",47.709,-122.018,1510,3962 +"9542840340","20150211T000000",275000,3,2.25,1450,4040,"2",0,0,3,7,1450,0,2010,0,"98038",47.3665,-122.022,1610,4040 +"3943600140","20150302T000000",370000,4,2.5,1812,5026,"2",0,0,3,8,1812,0,2011,0,"98055",47.4513,-122.202,2440,6007 +"2902200240","20140610T000000",499950,2,2.25,1060,1208,"2",0,0,3,8,940,120,2005,0,"98102",47.6371,-122.327,1300,1169 +"3274800505","20150424T000000",502000,3,2.5,1600,3073,"3",0,0,3,8,1600,0,2009,0,"98144",47.5934,-122.298,1130,2921 +"8080400136","20140620T000000",654000,3,3.25,1530,1565,"2",0,0,3,8,1280,250,2005,0,"98122",47.6179,-122.312,1530,1381 +"6371000079","20140714T000000",575000,4,2.25,2070,1230,"3",0,0,3,9,1500,570,2013,0,"98116",47.5775,-122.41,1569,4802 +"5379801920","20150415T000000",500000,4,2.5,3630,7482,"2",0,0,3,10,3630,0,2008,0,"98188",47.4565,-122.287,1600,15716 +"8562770320","20150114T000000",554000,3,2.5,2140,4126,"2",0,0,3,8,1960,180,2005,0,"98027",47.5368,-122.073,2280,2615 +"3449000200","20150508T000000",360000,4,1.75,2010,12188,"1",0,0,4,7,1150,860,1960,0,"98059",47.5013,-122.147,1720,8475 +"0255470030","20150429T000000",619990,4,2.75,2630,4501,"2",0,0,3,8,2630,0,2015,0,"98028",47.7748,-122.244,2380,4599 +"0629650030","20150312T000000",317500,4,2.5,2233,6025,"2",0,0,3,7,2233,0,2012,0,"98001",47.2599,-122.256,1544,6036 +"3574770030","20140828T000000",564950,4,2.75,2990,4521,"2",0,0,3,7,2990,0,2014,0,"98028",47.7401,-122.226,2580,7539 +"7589700055","20140611T000000",545000,2,1.25,1240,2150,"2",0,0,3,8,1240,0,2014,0,"98117",47.6884,-122.374,1340,5289 +"3832050570","20150501T000000",333700,3,2.5,2230,5050,"2",0,0,3,7,2230,0,2006,0,"98042",47.3359,-122.055,2260,5050 +"5167000140","20140711T000000",1.48e+006,3,3.25,3700,2264,"2",0,0,3,11,2280,1420,1998,0,"98033",47.6653,-122.205,3930,2567 +"9578060370","20150408T000000",530000,4,3,2290,5105,"2",0,0,3,8,2290,0,2012,0,"98028",47.7727,-122.237,2450,5105 +"2767604253","20150413T000000",396000,2,1.5,950,865,"3",0,0,3,8,950,0,2006,0,"98107",47.6714,-122.382,1290,1189 +"8562780800","20141016T000000",305000,2,1.75,1120,758,"2",0,0,3,7,1120,0,2012,0,"98027",47.5325,-122.072,1150,758 +"0603000926","20140522T000000",380000,5,3.5,2420,4670,"2",0,0,3,7,2420,0,2013,0,"98118",47.5241,-122.285,1430,4468 +"6817750510","20150303T000000",305000,4,2.5,1714,3250,"2",0,0,3,8,1714,0,2010,0,"98055",47.429,-122.189,1714,3250 +"0423059409","20140928T000000",440000,4,2.5,2230,5650,"2",0,0,3,7,2230,0,2011,0,"98056",47.5073,-122.168,1590,7241 +"0522049074","20140627T000000",459000,4,3,2530,10000,"2",0,0,3,7,2530,0,2013,0,"98148",47.431,-122.335,1420,9898 +"1934800193","20150306T000000",530000,3,3.5,1550,1233,"2",0,0,3,8,1160,390,2005,0,"98122",47.6034,-122.309,1490,1539 +"0847100046","20150416T000000",600000,4,2.75,3110,11225,"2",0,0,3,8,3110,0,2012,0,"98059",47.4865,-122.143,2610,8535 +"1250200693","20140718T000000",515000,3,3,2100,2409,"2",0,0,3,8,1660,440,2008,0,"98144",47.5973,-122.298,1900,2400 +"7338220200","20150408T000000",275000,4,2.5,2150,3721,"2",0,0,3,8,2150,0,2007,0,"98002",47.3363,-122.215,2150,3721 +"1982201596","20150112T000000",540000,3,1.75,1630,1404,"2",0,0,3,8,1020,610,2014,0,"98107",47.6646,-122.367,1420,1670 +"7853270830","20140805T000000",445000,3,2.5,2230,7934,"2",0,0,3,7,2230,0,2005,0,"98065",47.5439,-121.88,2310,4818 +"9352900200","20150407T000000",285000,3,2.5,1320,955,"3",0,0,3,7,1320,0,2009,0,"98106",47.5202,-122.357,1300,1003 +"8850000517","20140731T000000",480000,3,2.5,1590,1431,"2",0,0,3,8,1060,530,2010,0,"98144",47.5893,-122.309,1620,1548 +"3395070560","20150120T000000",440000,5,3.25,2610,3642,"2",0,0,3,8,2080,530,2005,0,"98118",47.535,-122.284,1750,3118 +"7211400576","20150211T000000",287450,3,2.5,1440,2500,"2",0,0,3,7,1440,0,2008,0,"98146",47.5123,-122.358,1440,5000 +"5169700132","20150401T000000",507950,4,2.5,2630,6283,"2",0,0,3,9,2630,0,2006,0,"98059",47.5079,-122.158,2630,7210 +"3204960200","20140619T000000",750000,3,3.5,3390,10078,"2",0,0,3,10,3040,350,2012,0,"98056",47.537,-122.185,3290,12332 +"8024200681","20140703T000000",425000,3,1.5,1400,1022,"3",0,0,3,8,1400,0,2007,0,"98115",47.6989,-122.317,1270,1205 +"9358000550","20141202T000000",420000,3,3.5,1900,2133,"2",0,0,3,8,1520,380,2009,0,"98126",47.5675,-122.369,1530,3264 +"7625702444","20140510T000000",394950,3,2.5,1350,1250,"3",0,0,3,8,1270,80,2006,0,"98136",47.5491,-122.387,1350,886 +"7853370260","20140711T000000",635000,4,3.25,3420,6752,"2",0,2,3,9,3030,390,2012,0,"98065",47.517,-121.876,3010,5172 +"0522079068","20150506T000000",513000,3,2.5,2150,161607,"2",0,0,3,7,1330,820,1995,0,"98038",47.4178,-121.937,2400,207781 +"3023000200","20150505T000000",380000,4,2.5,2110,5306,"2",0,0,3,8,2110,0,2012,0,"98038",47.356,-122.057,2250,5306 +"3758900023","20140521T000000",1.13e+006,4,3.25,3810,8519,"1",0,1,3,10,2680,1130,2007,0,"98033",47.699,-122.207,3240,10748 +"6204050160","20140608T000000",540000,5,3,2870,4369,"2",0,0,3,8,2090,780,2007,0,"98011",47.7449,-122.192,2640,4610 +"8562780200","20150427T000000",352499,2,2.25,1240,705,"2",0,0,3,7,1150,90,2009,0,"98027",47.5321,-122.073,1240,750 +"7702600949","20150505T000000",603000,4,3.5,3610,6345,"2",0,0,3,9,2370,1240,2008,0,"98058",47.4283,-122.102,3010,29279 +"3442000127","20140530T000000",685000,4,2.5,2310,5100,"2",0,0,3,9,2310,0,2013,0,"98177",47.7039,-122.36,1260,5100 +"0255550070","20140626T000000",330675,4,3,1930,3031,"1",0,0,3,7,1200,730,2006,0,"98019",47.7457,-121.985,1930,2611 +"7165700200","20140605T000000",275000,3,3,1390,1080,"2",0,0,3,7,1140,250,2006,0,"98118",47.5323,-122.281,1450,1081 +"8096800270","20140716T000000",259950,3,2.5,1578,7340,"2",0,0,3,7,1578,0,2010,0,"98030",47.3771,-122.186,1850,7200 +"4046500160","20140729T000000",441000,3,2,1720,15000,"1",0,0,3,9,1720,0,2011,0,"98014",47.6927,-121.92,1900,15337 +"7882600326","20141203T000000",1.135e+006,5,3.75,4700,11237,"2",0,0,3,10,2930,1770,2006,0,"98033",47.6624,-122.197,3180,13140 +"9122001230","20141205T000000",590000,3,3.5,1970,5079,"2",0,0,3,8,1680,290,2007,0,"98144",47.5816,-122.296,1940,6000 +"6373000187","20140918T000000",497000,3,2.25,1460,1353,"2",0,0,3,8,1050,410,2012,0,"98116",47.5774,-122.412,1690,3776 +"7967000200","20141121T000000",345500,3,2.5,1930,4000,"2",0,0,3,8,1930,0,2014,0,"98001",47.3518,-122.275,2050,4000 +"2902200241","20140623T000000",562500,3,2.25,1300,907,"2",0,0,3,8,1000,300,2006,0,"98102",47.6371,-122.327,1300,1169 +"0291310390","20140904T000000",355000,3,2.25,1445,1087,"2",0,0,3,7,1300,145,2005,0,"98027",47.5339,-122.067,1410,1336 +"1604601572","20140905T000000",345000,2,2.25,860,696,"2",0,0,3,9,860,0,2009,0,"98118",47.5663,-122.29,1100,3000 +"0259500270","20140505T000000",478000,3,2.5,3040,4535,"2",0,0,3,9,3040,0,2007,0,"98056",47.51,-122.185,2670,4666 +"3166900270","20150402T000000",391500,3,2.5,2424,6143,"2",0,0,3,9,2424,0,2014,0,"98030",47.3512,-122.135,2381,6036 +"2926049582","20150412T000000",265000,2,1.5,1084,3427,"2",0,0,3,7,1084,0,1976,0,"98125",47.7117,-122.326,1084,6250 +"3438503230","20141030T000000",395000,3,2.5,2510,5320,"2",0,0,3,8,2510,0,2005,0,"98106",47.5374,-122.357,1820,5736 +"2827100075","20140727T000000",286308,2,1.5,1220,1036,"3",0,0,3,7,1220,0,2006,0,"98133",47.7348,-122.347,1210,659 +"1702900624","20140527T000000",370000,2,2.25,1280,835,"2",0,0,3,7,1080,200,2009,0,"98118",47.5592,-122.284,1280,1246 +"2856100935","20140923T000000",1.079e+006,5,3.5,3740,5610,"2",0,0,3,9,2860,880,2014,0,"98117",47.6764,-122.392,1520,4590 +"0301401620","20141015T000000",298900,3,2.5,1852,4000,"2",0,0,3,7,1852,0,2014,0,"98002",47.3451,-122.209,2475,4000 +"3630200520","20150421T000000",775000,4,2.5,2580,5787,"2",0,0,3,9,2580,0,2007,0,"98029",47.5416,-121.994,2580,4410 +"0323079065","20140624T000000",790000,4,3.5,3190,31450,"2",0,0,3,9,3190,0,2010,0,"98027",47.501,-121.902,3000,72745 +"7172200125","20140827T000000",1.05e+006,3,2.5,3400,5119,"2",0,0,3,8,2300,1100,2014,0,"98115",47.6843,-122.305,1740,5969 +"3057000400","20140708T000000",249000,2,1.5,1090,2686,"2",0,0,3,7,1090,0,1982,0,"98034",47.717,-122.19,1160,2158 +"3022900070","20140929T000000",348000,3,2,2360,6145,"1",0,0,3,8,2360,0,2011,0,"98030",47.3564,-122.198,2304,5880 +"9406710060","20141114T000000",358000,5,2.5,2460,5604,"2",0,0,3,8,2460,0,2011,0,"98038",47.3658,-122.037,2210,6395 +"3353401070","20140625T000000",260000,5,2.5,2025,7760,"2",0,0,3,7,2025,0,2007,0,"98001",47.2671,-122.256,1664,9000 +"7853280570","20140604T000000",765000,4,3,4410,5104,"2",0,0,3,9,3400,1010,2006,0,"98065",47.5392,-121.861,4390,5537 +"6192410550","20140528T000000",739000,3,2.5,2810,5400,"2",0,0,3,9,2810,0,2005,0,"98052",47.7065,-122.118,2870,5400 +"8562710520","20140505T000000",890000,5,3.5,4490,6000,"2",0,0,3,10,3200,1290,2006,0,"98027",47.5396,-122.073,4530,6000 +"1543000060","20140607T000000",462000,4,2.5,3070,6432,"2",0,0,3,9,3070,0,2006,0,"98055",47.4487,-122.205,2910,5106 +"9536600810","20140708T000000",380000,4,2.5,1984,32400,"1",0,0,3,8,1564,420,1962,0,"98198",47.36,-122.318,1390,9152 +"5428000070","20150511T000000",770000,5,3.5,4750,8234,"2",0,2,3,10,3350,1400,2013,0,"98198",47.3574,-122.318,2160,14496 +"2309000060","20140818T000000",641000,4,3.25,2760,4104,"2",0,0,3,8,1900,860,2014,0,"98056",47.5286,-122.187,2760,5186 +"8043700105","20150417T000000",2.3e+006,4,4,4360,8175,"2.5",1,4,3,10,3940,420,2007,0,"98008",47.5724,-122.104,2670,8525 +"7792000140","20150504T000000",369000,4,2.5,3060,27251,"1.5",0,0,3,8,3060,0,2008,0,"98022",47.1967,-121.966,1760,27251 +"5244801550","20140916T000000",1.112e+006,4,3,2770,2650,"2",0,0,3,9,2180,590,2014,0,"98109",47.6435,-122.354,1820,2960 +"9310300160","20140828T000000",357000,5,2.5,2990,9240,"2",0,0,3,8,2990,0,2015,0,"98133",47.7384,-122.348,1970,18110 +"6762700376","20141126T000000",650000,3,2.75,1540,1251,"2",0,0,3,8,1230,310,2002,0,"98102",47.6298,-122.321,1540,1287 +"1972200428","20140625T000000",563500,3,2.5,1400,1312,"3.5",0,0,3,8,1400,0,2007,0,"98103",47.6534,-122.355,1350,1312 +"7304301231","20140617T000000",345000,3,2.5,1680,2229,"2",0,0,3,7,1680,0,2007,0,"98155",47.7484,-122.322,1230,9300 +"9512200140","20140725T000000",479950,3,2,2260,7163,"1",0,0,3,9,2260,0,2012,0,"98058",47.4593,-122.136,2340,6730 +"7853400260","20140513T000000",660000,4,3.5,3400,5196,"2",0,0,3,9,3400,0,2012,0,"98065",47.5169,-121.884,3170,5260 +"0097600140","20140729T000000",800000,4,2.5,2930,5000,"2",0,0,3,9,2760,170,2007,0,"98006",47.5424,-122.12,3230,5778 +"2822059360","20140724T000000",253101,3,2,1239,6036,"1",0,0,3,7,1239,0,2009,0,"98030",47.3689,-122.175,2060,5746 +"6056110200","20140929T000000",555000,3,3.5,2100,2479,"2",0,0,3,9,1450,650,2011,0,"98118",47.562,-122.292,1800,2457 +"6300000226","20140626T000000",240000,4,1,1200,2171,"1.5",0,0,3,7,1200,0,1933,0,"98133",47.7076,-122.342,1130,1598 +"6300000226","20150504T000000",380000,4,1,1200,2171,"1.5",0,0,3,7,1200,0,1933,0,"98133",47.7076,-122.342,1130,1598 +"9524100196","20141117T000000",239000,2,1.5,680,772,"2",0,0,3,7,680,0,2005,0,"98103",47.695,-122.343,690,1059 +"3013300685","20150318T000000",760000,4,3.25,2690,3995,"2",0,0,3,9,2060,630,2014,0,"98136",47.532,-122.384,1810,4590 +"2619950070","20140826T000000",430000,4,2.5,2750,7200,"2",0,0,3,8,2750,0,2011,0,"98019",47.7327,-121.966,2750,7200 +"7203110240","20140522T000000",660000,3,2.5,2450,4332,"2",0,0,3,8,2450,0,2010,0,"98053",47.6942,-122.016,2450,4154 +"7694200350","20140820T000000",399963,4,2.5,2620,4050,"2",0,0,3,8,2620,0,2014,0,"98146",47.5017,-122.34,2030,3944 +"0007600136","20140718T000000",411000,2,2,1130,1148,"2",0,0,3,9,800,330,2007,0,"98122",47.6023,-122.314,1350,1201 +"1442880160","20140627T000000",483453,4,2.75,2790,5527,"2",0,0,3,8,2790,0,2014,0,"98045",47.4827,-121.773,2620,5509 +"3277801580","20141110T000000",469950,3,2,1820,1357,"3",0,0,3,9,1820,0,2014,0,"98126",47.5432,-122.376,1710,1372 +"1442880640","20140715T000000",504058,4,2.75,2910,7467,"2",0,0,3,8,2910,0,2013,0,"98045",47.4841,-121.772,2790,7868 +"3845101070","20150428T000000",425996,4,2.5,2568,5000,"2",0,0,3,9,2568,0,2014,0,"98092",47.2596,-122.194,2547,4500 +"6791900260","20140708T000000",760005,4,2.75,3090,5859,"2",0,0,3,9,3090,0,2010,0,"98074",47.6057,-122.047,2960,5250 +"9828702339","20150420T000000",699999,2,2,1460,1085,"2",0,0,3,8,950,510,2014,0,"98112",47.6205,-122.299,1580,1202 +"2255500125","20140716T000000",749950,3,2.5,2010,2263,"2",0,0,3,8,1340,670,2014,0,"98122",47.6088,-122.311,1500,2670 +"5541300135","20140708T000000",674600,4,2.5,2610,5140,"2",0,0,3,8,2610,0,2006,0,"98103",47.6951,-122.346,1190,5101 +"4083306616","20150224T000000",450000,2,1.5,960,1000,"2",0,0,3,8,920,40,2008,0,"98103",47.6489,-122.335,1200,1297 +"8096800260","20150407T000000",272000,3,2.5,1528,7616,"2",0,0,3,7,1528,0,2011,0,"98030",47.3774,-122.186,1850,7340 +"2997800024","20140714T000000",450000,2,1.5,1310,1264,"2",0,0,3,8,1120,190,2006,0,"98106",47.5772,-122.409,1330,1265 +"0952005863","20150505T000000",643950,3,2.25,1760,2122,"3",0,0,3,9,1760,0,2015,0,"98116",47.5633,-122.385,1420,1618 +"7772850060","20141110T000000",290000,3,2.5,1420,3542,"2",0,0,3,8,1310,110,2007,0,"98133",47.7731,-122.343,1180,1622 +"6130500070","20141008T000000",378000,3,2.5,1650,2082,"3",0,0,3,8,1650,0,2007,0,"98133",47.7108,-122.332,1650,1965 +"8682300400","20140619T000000",728050,3,2.5,2320,6775,"1",0,0,3,8,2320,0,2008,0,"98053",47.7158,-122.016,1680,4750 +"8956200990","20150426T000000",499160,4,2.5,2628,11466,"2",0,0,3,9,2628,0,2014,0,"98001",47.2904,-122.264,2849,10909 +"9532000070","20141201T000000",536000,4,2.5,2520,4831,"2",0,0,3,8,2520,0,2009,0,"98072",47.7711,-122.168,2430,3937 +"7570050070","20150205T000000",419900,5,3.5,2880,5000,"2",0,0,3,8,2260,620,2012,0,"98038",47.3455,-122.023,2590,4800 +"0946000295","20141210T000000",469000,3,2.25,1440,1362,"3",0,0,3,7,1440,0,2014,0,"98117",47.6908,-122.365,1180,2603 +"3831250350","20150408T000000",374000,3,2.5,2185,6042,"2",0,0,3,9,2185,0,2009,0,"98030",47.3573,-122.202,2297,5876 +"6056100160","20140728T000000",182568,4,1.5,1500,2106,"2",0,0,3,7,1500,0,2014,0,"98108",47.5669,-122.297,1490,2175 +"1402970070","20140626T000000",334888,3,2.5,1769,7324,"2",0,0,3,9,1769,0,2012,0,"98092",47.3307,-122.188,2502,6017 +"2524059267","20140917T000000",799900,4,4,3650,18223,"2",0,3,3,9,3330,320,2013,0,"98006",47.5442,-122.116,3220,11022 +"8091670030","20140512T000000",383000,4,2.5,2160,6223,"2",0,0,3,8,2160,0,2010,0,"98038",47.3494,-122.042,2160,5555 +"1825079046","20141218T000000",580000,3,2.5,1820,374616,"2",0,0,3,7,1820,0,1999,0,"98014",47.6539,-121.959,1870,220654 +"0255450390","20140707T000000",351999,3,2.5,2370,4200,"2",0,0,3,8,2370,0,2014,0,"98038",47.3706,-122.017,2370,4200 +"9301300270","20150223T000000",1.325e+006,3,3,3180,2758,"2",0,2,3,11,2240,940,2008,0,"98109",47.6377,-122.342,2420,2758 +"9347300160","20150125T000000",312000,3,2.5,1780,4077,"2",0,0,3,8,1780,0,2011,0,"98038",47.3568,-122.056,1970,4077 +"0710600070","20140912T000000",674950,4,3.5,2650,3127,"2",0,0,3,8,2230,420,2011,0,"98027",47.5381,-122.046,2330,3137 +"5556300116","20141229T000000",1.105e+006,5,2.75,3300,7560,"2",0,0,3,10,3300,0,2007,0,"98052",47.6467,-122.118,3150,8580 +"1324300126","20150313T000000",415000,2,2.5,1160,1219,"3",0,0,3,8,1160,0,2007,0,"98107",47.6543,-122.358,1320,2800 +"9279700013","20140710T000000",1.25e+006,3,3,3460,5353,"2",0,0,3,10,2850,610,2007,0,"98116",47.5858,-122.393,2460,6325 +"3336500140","20140919T000000",208800,3,2.5,1390,2450,"2",0,0,3,7,1390,0,2009,0,"98118",47.5298,-122.269,1390,2450 +"2767604212","20141029T000000",452000,2,2.5,1260,1131,"3",0,0,3,8,1260,0,2006,0,"98107",47.6715,-122.384,1490,2500 +"6719600030","20150422T000000",837000,5,2.75,2940,5225,"2",0,0,3,8,2760,180,2010,0,"98052",47.6879,-122.107,3090,6261 +"3204930510","20150224T000000",780000,5,3.5,3190,4247,"2",0,0,3,8,2430,760,2013,0,"98052",47.7016,-122.103,2580,3989 +"7582700075","20141002T000000",1.485e+006,4,3.5,3930,6120,"2",0,0,3,10,3310,620,2007,0,"98105",47.6646,-122.28,3390,6120 +"0191100435","20140926T000000",1.6e+006,5,3.75,3570,10125,"2",0,0,3,10,3570,0,2014,0,"98040",47.5639,-122.223,1760,10125 +"0255450030","20140918T000000",369946,3,2.5,2420,4725,"2",0,0,3,8,2420,0,2014,0,"98038",47.371,-122.018,2370,4200 +"9476200710","20140608T000000",530000,3,2.75,3400,7200,"2",0,2,3,9,2470,930,2009,0,"98056",47.4878,-122.191,1580,8676 +"1329300070","20150320T000000",386000,4,2.5,2478,6079,"2",0,0,3,8,2478,0,2012,0,"98030",47.3524,-122.175,2279,6079 +"0357000135","20150218T000000",1.9e+006,4,2.5,3070,7830,"2",0,2,3,11,1970,1100,2009,0,"98144",47.593,-122.291,2440,4682 +"7203600560","20140911T000000",735000,4,3.5,3200,7605,"2",0,2,3,9,2500,700,2013,0,"98198",47.3443,-122.327,2240,4416 +"0715010140","20141002T000000",1.75e+006,5,3.25,5790,12739,"2",0,3,3,10,4430,1360,2014,0,"98006",47.538,-122.114,5790,13928 +"3869900138","20150223T000000",489950,3,2.25,1590,926,"3",0,0,3,8,1590,0,2014,0,"98136",47.5402,-122.387,1640,1321 +"2114700374","20150413T000000",357500,3,3,1730,1442,"2",0,0,3,8,1440,290,2008,0,"98106",47.5344,-122.348,1370,1524 +"9264450550","20140520T000000",329995,4,2.5,2303,3680,"2",0,0,3,8,2303,0,2013,0,"98001",47.2599,-122.283,2303,3760 +"3862710200","20140925T000000",414000,3,2.5,1790,3754,"2",0,0,3,8,1790,0,2013,0,"98065",47.534,-121.841,1800,3393 +"0291310310","20141210T000000",533500,3,3.5,2490,3517,"2",0,0,3,8,1720,770,2005,0,"98027",47.5341,-122.067,1600,2378 +"3814900260","20150305T000000",402395,4,2.5,2669,5385,"2",0,0,3,9,2669,0,2014,0,"98092",47.3262,-122.165,2669,4645 +"8562790710","20150410T000000",725000,4,3.25,2610,2552,"2",0,0,3,10,2160,450,2008,0,"98027",47.5322,-122.076,2610,2664 +"3425069117","20140828T000000",1.275e+006,6,5.25,6160,27490,"2",0,0,3,11,4040,2120,2007,0,"98074",47.6094,-122.023,4225,9100 +"2895800640","20140917T000000",239800,2,1.75,1290,1493,"2",0,0,3,8,1290,0,2014,0,"98106",47.5171,-122.346,1410,1875 +"3438500253","20140904T000000",616950,5,3.5,3560,5008,"2",0,0,3,8,2810,750,2013,0,"98106",47.5542,-122.359,2910,5026 +"3630200340","20141001T000000",1.258e+006,4,3.25,4360,6000,"2",0,3,3,11,3400,960,2007,0,"98027",47.5408,-121.994,4310,6000 +"2770601769","20140617T000000",435000,3,2.25,1230,1238,"2",0,0,3,8,1080,150,2009,0,"98199",47.6519,-122.384,1230,953 +"2225069036","20140815T000000",925000,4,3.25,3640,60086,"2",0,0,3,10,3640,0,2005,0,"98074",47.6328,-122.016,2900,51721 +"9525600030","20150428T000000",631500,2,2.5,1780,2493,"3",0,0,3,8,1780,0,1981,0,"98107",47.6704,-122.358,2050,4400 +"0993002108","20150330T000000",399995,3,1.5,1140,1069,"3",0,0,3,8,1140,0,2005,0,"98103",47.6907,-122.342,1230,1276 +"0993000327","20140506T000000",369950,3,2,1270,1320,"3",0,0,3,8,1270,0,2006,0,"98103",47.6937,-122.342,1370,1320 +"1523059239","20150423T000000",475000,5,3.5,2780,3583,"2",0,0,3,8,2180,600,2005,0,"98059",47.4879,-122.152,2640,3850 +"7967000270","20141125T000000",353000,4,2.5,1912,5000,"2",0,0,3,8,1912,0,2012,0,"98001",47.3511,-122.275,2020,5000 +"7137800310","20150225T000000",329950,4,2.5,2300,9690,"2",0,0,3,8,2300,0,2006,0,"98023",47.2793,-122.352,1200,9085 +"2211300260","20150313T000000",367000,3,2.5,2828,4050,"2",0,0,3,8,2828,0,2013,0,"98030",47.382,-122.197,2513,4507 +"8956200070","20140905T000000",447500,4,2.5,2425,9017,"2",0,0,3,9,2425,0,2013,0,"98001",47.3003,-122.263,2725,7019 +"1257201420","20140709T000000",595000,4,3.25,3730,4560,"2",0,0,3,9,2760,970,2015,0,"98103",47.6725,-122.33,1800,4560 +"1523300140","20140904T000000",325000,1,1,730,1942,"1",0,0,3,7,730,0,2009,0,"98144",47.5943,-122.299,1020,2044 +"9831200186","20150203T000000",690000,2,2.5,1990,1756,"3",0,0,3,9,1780,210,2005,0,"98102",47.6264,-122.323,1955,1438 +"7660100238","20141111T000000",329950,3,2.5,1300,812,"2",0,0,3,8,880,420,2008,0,"98144",47.5893,-122.317,1300,824 +"5381000477","20150128T000000",399500,4,2.5,2560,7492,"2",0,0,3,8,2560,0,2014,0,"98188",47.4467,-122.287,1260,11541 +"0207700180","20150121T000000",555000,5,2.5,2450,5047,"2",0,0,3,8,2450,0,2007,0,"98011",47.7724,-122.168,2450,4478 +"5288200072","20141001T000000",427000,2,1.5,1440,725,"2",0,0,3,8,1100,340,2011,0,"98126",47.5607,-122.378,1440,4255 +"9524100322","20141020T000000",375000,3,2.25,1140,1557,"3",0,0,3,8,1140,0,2007,0,"98103",47.6947,-122.342,1140,1245 +"1732800184","20140508T000000",499000,2,1.5,1110,957,"2",0,0,3,8,930,180,2005,0,"98119",47.6319,-122.362,1680,1104 +"1425069103","20140718T000000",750000,3,2.5,2620,43832,"2",0,0,3,8,2620,0,2013,0,"98053",47.655,-122.009,2620,120686 +"8165500790","20141229T000000",336900,3,2.5,1690,1200,"2",0,0,3,8,1410,280,2014,0,"98106",47.5388,-122.367,1740,1664 +"7658600081","20140919T000000",555000,2,2.75,1950,1610,"3",0,0,3,8,1950,0,2009,0,"98144",47.5925,-122.302,910,1745 +"1245003268","20141106T000000",1.275e+006,4,3.5,3530,8126,"2",0,0,3,10,3530,0,2007,0,"98033",47.6847,-122.2,2660,8126 +"8010100220","20141014T000000",999950,4,3.5,3310,4684,"2",0,0,3,9,2290,1020,2014,0,"98116",47.579,-122.389,1850,4750 +"7974200452","20140625T000000",975000,5,3,2620,5477,"2",0,0,3,10,2620,0,2009,0,"98115",47.6804,-122.288,1680,5217 +"8943600360","20150219T000000",299000,3,2.25,1350,3582,"2",0,0,3,8,1350,0,2010,0,"98031",47.4214,-122.191,1940,3860 +"3026059361","20150417T000000",479000,2,2.5,1741,1439,"2",0,0,3,8,1446,295,2007,0,"98034",47.7043,-122.209,2090,10454 +"6130500120","20150417T000000",428000,3,2.5,1650,2201,"3",0,0,3,8,1650,0,2007,0,"98133",47.7108,-122.333,1650,1965 +"3575305485","20140829T000000",409000,3,2.5,1890,6500,"2",0,0,3,7,1890,0,2012,0,"98074",47.6225,-122.058,2340,7500 +"0666000142","20150326T000000",798500,3,3,1950,1833,"3",0,0,3,9,1610,340,2009,0,"98004",47.6078,-122.202,2040,2131 +"7853280620","20141212T000000",689000,4,3.5,4490,5805,"2",0,0,3,9,3390,1100,2006,0,"98065",47.5389,-121.86,4410,6299 +"8946390040","20140508T000000",375000,6,2.25,3206,5793,"2",0,0,3,7,3206,0,2012,0,"98032",47.369,-122.287,2527,5804 +"5416300230","20140717T000000",775000,4,3.5,4130,77832,"2",0,2,3,10,4130,0,2011,0,"98042",47.3229,-122.045,4130,87476 +"1604730150","20141014T000000",639983,5,3,2800,5700,"2",0,0,3,8,2800,0,2014,0,"98059",47.4969,-122.145,2910,5349 +"8669180150","20150326T000000",300000,4,3,1984,4419,"2",0,0,3,7,1984,0,2010,0,"98002",47.3514,-122.213,2440,4418 +"1081330180","20141222T000000",627000,4,2.5,2750,11830,"2",0,0,3,9,2750,0,2014,0,"98059",47.4698,-122.121,2310,11830 +"2309710230","20150415T000000",275000,3,2.75,1740,5757,"1",0,0,3,7,1740,0,2010,0,"98022",47.1941,-121.979,2380,5647 +"2895800610","20140926T000000",352800,4,2.25,1800,2752,"2",0,0,3,8,1800,0,2014,0,"98106",47.5167,-122.346,1650,2752 +"3362400092","20150312T000000",565000,3,2.25,1540,1005,"3",0,0,3,8,1540,0,2008,0,"98103",47.6828,-122.346,1510,1501 +"3052700385","20150414T000000",765000,4,2.25,2030,2222,"2",0,0,3,9,1610,420,2015,0,"98117",47.679,-122.375,1420,2222 +"2738640040","20150409T000000",644000,4,2.5,3310,4839,"2",0,0,3,9,3310,0,2007,0,"98072",47.773,-122.161,3240,5280 +"8024200674","20150223T000000",461000,3,1.5,1270,1416,"3",0,0,3,8,1270,0,2007,0,"98115",47.6988,-122.317,1270,1413 +"3353400092","20141223T000000",270500,5,2.5,2406,7093,"2",0,0,3,8,2406,0,2006,0,"98001",47.2615,-122.252,1767,7093 +"6003500749","20140701T000000",640000,2,2.25,1540,965,"3",0,0,3,9,1540,0,2007,0,"98122",47.6181,-122.318,1410,964 +"8956200530","20140805T000000",457000,4,2.5,2820,6983,"2",0,0,3,9,2820,0,2013,0,"98001",47.2958,-122.265,2597,7222 +"0133000271","20141201T000000",355000,5,2.5,2540,5100,"2",0,0,3,7,2540,0,2014,0,"98168",47.5123,-122.316,1400,9440 +"6749700063","20141215T000000",356000,2,2.25,1230,989,"3",0,0,3,8,1230,0,2007,0,"98103",47.6975,-122.348,1230,1223 +"3278613060","20140805T000000",425000,4,2.5,1900,2766,"2",0,0,3,8,1900,0,2014,0,"98106",47.543,-122.368,1900,2604 +"7708200880","20140923T000000",562500,5,2.75,2920,6327,"2",0,0,3,8,2920,0,2007,0,"98059",47.4935,-122.145,2520,5026 +"2767600673","20140701T000000",460000,3,2.5,1450,1053,"2",0,0,3,8,940,510,2008,0,"98107",47.6754,-122.374,1410,1080 +"7299810040","20150406T000000",790000,4,3,5370,69848,"2",0,0,3,10,3500,1870,2005,0,"98042",47.3166,-122.046,4443,94403 +"0993000308","20150318T000000",401000,3,2,1270,1333,"3",0,0,3,8,1270,0,2006,0,"98103",47.6933,-122.342,1330,1333 +"3364900040","20140828T000000",1.095e+006,3,2.5,2550,5100,"2",0,0,3,9,2550,0,2014,0,"98115",47.6757,-122.326,1250,4080 +"9578090180","20150403T000000",850000,4,3,3070,7150,"2",0,0,3,9,3070,0,2007,0,"98052",47.7079,-122.107,3200,6984 +"9542840120","20140702T000000",274500,3,2.25,1450,4050,"2",0,0,3,7,1450,0,2010,0,"98038",47.367,-122.019,1660,3800 +"3860900035","20150415T000000",1.94e+006,5,3.5,4230,16526,"2",0,0,3,10,4230,0,2008,0,"98004",47.5933,-122.199,3000,12362 +"7202300040","20140804T000000",808000,4,2.5,3480,6262,"2",0,0,3,9,3480,0,2003,0,"98053",47.6857,-122.045,3490,6629 +"1773100972","20140515T000000",312000,3,2.25,1490,974,"2",0,0,3,7,1220,270,2009,0,"98106",47.5567,-122.363,1490,1283 +"3626039424","20140616T000000",320000,3,2.25,1200,1400,"3",0,0,3,8,1200,0,2005,0,"98133",47.7046,-122.357,1370,6552 +"3175200220","20150113T000000",410000,3,2.5,2150,4332,"2",0,0,3,8,2150,0,2013,0,"98019",47.7373,-121.969,2140,4332 +"7852120120","20140620T000000",725000,3,3.5,3690,8837,"2",0,0,3,10,3690,0,2001,0,"98065",47.5402,-121.876,3690,9585 +"7813500040","20141015T000000",335000,4,2.5,1900,3301,"2",0,0,3,7,1900,0,2007,0,"98178",47.489,-122.249,1960,3379 +"7242800040","20150120T000000",519990,4,3.25,1690,1321,"2",0,0,3,8,1320,370,2014,0,"98052",47.678,-122.117,3080,4558 +"1442880650","20140610T000000",533112,4,2.75,2790,8853,"2",0,0,3,8,2790,0,2013,0,"98045",47.4842,-121.772,2790,8092 +"3355400242","20141028T000000",274900,3,2,1936,6612,"2",0,0,3,7,1936,0,2014,0,"98001",47.2602,-122.246,1620,21600 +"8562780540","20141222T000000",325000,2,2.25,1150,711,"2",0,0,3,7,1150,0,2013,0,"98027",47.5323,-122.07,1150,748 +"0923049203","20140529T000000",350000,4,2.5,2040,22653,"2",0,0,3,7,2040,0,2011,0,"98168",47.4991,-122.299,2020,20502 +"3578600141","20140923T000000",550000,4,2.5,2470,7539,"2",0,0,3,9,2470,0,2006,0,"98028",47.7407,-122.226,2580,7539 +"0053500450","20150309T000000",311850,4,2.5,1890,4158,"2",0,0,3,8,1890,0,2014,0,"98042",47.343,-122.056,2720,4549 +"1934800180","20150210T000000",526000,3,2.5,1626,1583,"2.5",0,0,3,8,1419,207,2007,0,"98122",47.6031,-122.309,1400,1583 +"3023000210","20141001T000000",375000,4,2.5,2250,5306,"2",0,0,3,8,2250,0,2012,0,"98038",47.356,-122.057,2250,5306 +"1773100967","20150223T000000",299999,3,2.25,1350,1234,"2",0,0,3,7,1160,190,2007,0,"98106",47.5565,-122.363,1420,1234 +"2767704777","20140919T000000",436000,3,2.5,1460,1238,"2",0,0,3,8,1200,260,2008,0,"98107",47.6719,-122.374,1280,1257 +"1085621960","20141212T000000",303000,3,2.5,2056,3564,"2",0,0,3,7,2056,0,2014,0,"98092",47.338,-122.181,2056,3577 +"2771602174","20140701T000000",525000,2,2.5,1160,1458,"2",0,0,3,8,1040,120,2012,0,"98119",47.6384,-122.373,1650,2311 +"6762700452","20140613T000000",575000,3,3,1384,1287,"2",0,0,3,8,1144,240,2006,0,"98102",47.6295,-122.32,1570,1288 +"5695000142","20141024T000000",420000,2,1.5,1100,1107,"3",0,0,3,8,1100,0,2008,0,"98103",47.6584,-122.35,1110,2750 +"9578140180","20140611T000000",329950,3,2.5,2456,7566,"2",0,0,3,8,2456,0,2012,0,"98023",47.297,-122.351,2478,7212 +"2124069115","20141021T000000",1.83e+006,4,4.25,4500,215186,"2",0,3,3,11,2630,1870,2009,0,"98029",47.559,-122.045,3030,25447 +"3864000120","20150408T000000",1.175e+006,4,3.25,3780,10099,"1",0,1,3,11,2240,1540,2006,0,"98006",47.5508,-122.192,3120,10669 +"2768200212","20140911T000000",499950,2,2.5,1320,1157,"2",0,0,3,8,990,330,2014,0,"98107",47.6689,-122.363,1550,1519 +"7852070210","20140527T000000",1.149e+006,4,3,5940,11533,"2",0,4,3,11,4950,990,2004,0,"98065",47.5443,-121.87,4240,12813 +"7853361210","20150218T000000",400000,3,2,1650,5027,"1.5",0,0,3,7,1650,0,2009,0,"98065",47.515,-121.874,2430,6000 +"8141310040","20140627T000000",246950,3,3,1670,4440,"1",0,0,3,7,1670,0,2014,0,"98022",47.1948,-121.975,1670,4622 +"6852700097","20140806T000000",630000,3,3.25,1610,1275,"2",0,0,3,8,1220,390,2005,0,"98102",47.6236,-122.318,1750,3000 +"7708210040","20140912T000000",561000,5,2.75,3370,10315,"2",0,0,3,9,3370,0,2006,0,"98059",47.4893,-122.146,3010,8296 +"0053500760","20141208T000000",287000,4,2.5,2660,4082,"2",0,0,3,7,2660,0,2010,0,"98042",47.3414,-122.055,2390,4876 +"3528900771","20150331T000000",600000,3,3.25,1690,1473,"2",0,0,3,8,1380,310,2008,0,"98109",47.6397,-122.345,1670,2594 +"9126100813","20140828T000000",490000,3,2.25,1620,1062,"3",0,0,3,8,1620,0,2014,0,"98122",47.6051,-122.304,1560,1728 +"3679400503","20150330T000000",330000,3,1.75,1300,958,"2",0,0,3,7,840,460,2011,0,"98108",47.5677,-122.314,1340,1254 +"1760650210","20141201T000000",286950,4,2.5,1610,4052,"2",0,0,3,7,1610,0,2013,0,"98042",47.3603,-122.081,2110,4034 +"2652501565","20150423T000000",1.55e+006,3,3.25,3530,4920,"2",0,0,3,9,2660,870,2015,0,"98109",47.641,-122.357,1900,4200 +"1237500577","20150212T000000",880000,4,2.5,3550,8618,"2",0,0,3,10,3550,0,2007,0,"98052",47.6776,-122.161,1310,9746 +"6382500084","20141013T000000",577450,3,3,1730,1755,"3",0,0,3,8,1730,0,2014,0,"98117",47.6944,-122.377,1830,1804 +"3023000410","20150430T000000",405000,5,2.75,2400,4900,"2",0,0,3,8,2400,0,2011,0,"98038",47.355,-122.057,2110,5696 +"2767601752","20140707T000000",510000,3,2.5,1420,1237,"3",0,0,3,8,1420,0,2014,0,"98107",47.674,-122.387,1510,2501 +"2771604196","20140812T000000",465000,2,1.5,1220,1120,"2.5",0,0,3,8,1110,110,2008,0,"98199",47.6374,-122.388,2010,3175 +"1778500620","20140707T000000",1.3e+006,4,2.25,2360,4000,"2",0,0,3,9,2360,0,2013,0,"98112",47.6198,-122.289,3040,4400 +"1823059241","20150408T000000",609000,4,3.5,3990,11270,"2",0,3,3,9,2930,1060,2007,0,"98055",47.488,-122.225,1980,11328 +"9267200062","20140911T000000",336000,3,2.5,1260,1211,"3",0,0,3,8,1260,0,2004,0,"98103",47.6969,-122.343,1270,1211 +"3278606110","20150108T000000",375000,3,2.5,1580,2407,"2",0,0,3,8,1580,0,2013,0,"98126",47.5455,-122.368,1580,2212 +"1657530180","20141204T000000",294500,3,2.5,1760,2688,"2",0,0,3,7,1760,0,2005,0,"98059",47.4903,-122.166,1760,2329 +"2754700035","20141125T000000",925000,5,3.5,3420,4216,"2",0,0,3,9,2520,900,2008,0,"98115",47.6799,-122.304,1420,4500 +"2568200120","20141215T000000",730000,5,2.75,2870,6593,"2",0,0,3,9,2870,0,2006,0,"98052",47.7075,-122.102,3150,6593 +"6601200040","20140919T000000",280000,4,2.5,1934,5677,"2",0,0,3,8,1934,0,2013,0,"98001",47.2602,-122.252,1919,5049 +"2767601750","20140815T000000",500000,3,1.5,1220,962,"3",0,0,3,8,1220,0,2014,0,"98107",47.674,-122.387,1510,2501 +"7853350220","20150324T000000",605000,3,2.75,2450,5750,"2",0,0,3,9,2450,0,2013,0,"98065",47.5439,-121.862,3200,8036 +"6163900628","20140516T000000",379950,3,3.25,1860,1787,"3",0,0,3,8,1860,0,2007,0,"98155",47.7563,-122.316,1830,1787 +"1689401526","20150323T000000",605000,3,2.5,1500,1119,"3",0,2,3,7,1110,390,2008,0,"98109",47.6327,-122.346,1500,1057 +"8725950360","20150501T000000",720000,2,1.75,1570,1108,"3",0,0,3,9,1570,0,2007,0,"98004",47.6215,-122.2,1940,1160 +"9826700697","20141103T000000",549900,3,2,1280,960,"2",0,0,3,9,1040,240,2014,0,"98122",47.602,-122.311,1280,1173 +"9578500180","20150121T000000",427000,3,2.5,3192,5653,"2",0,0,3,8,3192,0,2014,0,"98023",47.2956,-122.35,3000,5134 +"9826700707","20141028T000000",492000,3,2.5,1690,1479,"3",0,0,3,8,1420,270,2005,0,"98122",47.6022,-122.311,1280,1253 +"8138870530","20140505T000000",419190,2,2.5,1590,1426,"2",0,0,3,8,1590,0,2014,0,"98029",47.5441,-122.013,1590,1426 +"4188300180","20141112T000000",650000,3,2.5,2870,7288,"2",0,0,3,9,2870,0,2012,0,"98011",47.7745,-122.225,2870,5998 +"5416510530","20141124T000000",379950,4,2.5,2580,4818,"2",0,0,3,8,2580,0,2005,0,"98038",47.3607,-122.038,2570,5386 +"4181200540","20140728T000000",269800,4,2.75,1830,3420,"2",0,0,3,8,1830,0,2012,0,"98198",47.366,-122.308,1813,3420 +"2222059154","20140813T000000",407000,4,2.5,2927,6000,"2",0,0,3,7,2927,0,2011,0,"98042",47.3737,-122.16,2533,6000 +"8032700072","20150415T000000",580000,3,1.5,1320,1250,"3",0,0,3,8,1320,0,2008,0,"98103",47.6536,-122.341,1560,1694 +"7203140220","20150116T000000",389700,3,2.5,1720,3581,"2",0,0,3,7,1720,0,2011,0,"98053",47.6861,-122.013,1720,3600 +"1278000210","20150311T000000",110000,2,1,828,4524,"1",0,0,3,6,828,0,1968,2007,"98001",47.2655,-122.244,828,5402 +"6058600220","20140731T000000",230000,3,1.5,1040,1264,"2",0,0,3,9,900,140,2015,0,"98144",47.5951,-122.301,1350,3000 +"1442880610","20140829T000000",533380,4,2.75,2790,6685,"2",0,0,3,8,2790,0,2014,0,"98045",47.4838,-121.773,2790,6444 +"3679400484","20140918T000000",295500,3,2.5,1410,1332,"2",0,0,3,7,960,450,2014,0,"98108",47.5683,-122.314,1410,1343 +"3825310180","20141007T000000",860000,4,4.5,4040,8400,"2",0,0,3,9,3220,820,2006,0,"98052",47.7067,-122.131,3940,8400 +"3630220180","20140708T000000",812000,4,3.5,3370,3634,"2",0,0,3,9,2750,620,2007,0,"98029",47.5519,-122.001,3200,3650 +"3336500180","20140605T000000",324500,3,2.5,1660,3990,"2",0,0,3,7,1660,0,2009,0,"98118",47.5298,-122.268,1670,4050 +"2781270530","20150326T000000",193000,2,1.75,910,2550,"1",0,0,3,6,910,0,2004,0,"98038",47.3494,-122.022,1310,2550 +"0993001563","20140522T000000",355000,3,2.25,1280,959,"3",0,0,3,8,1280,0,2005,0,"98103",47.6914,-122.343,1130,1126 +"9578060540","20140614T000000",525000,4,2.75,2360,4924,"2",0,0,3,8,2360,0,2008,0,"98028",47.7737,-122.235,2360,4670 +"2222059052","20150227T000000",370950,3,2.5,2529,9653,"2",0,0,3,7,2529,0,2012,0,"98042",47.3738,-122.161,2533,6125 +"1239400650","20141107T000000",1.242e+006,4,3.5,4700,10183,"1",0,2,3,11,2660,2040,2002,0,"98033",47.6728,-122.189,3770,9000 +"8835800450","20150504T000000",950000,3,2.5,2780,275033,"1",0,0,3,10,2780,0,2006,0,"98045",47.4496,-121.766,1680,16340 +"0293070120","20140918T000000",888990,4,2.75,3540,5500,"2",0,0,3,9,3540,0,2014,0,"98074",47.6181,-122.056,3540,5500 +"1176001117","20150319T000000",705000,3,2.5,1580,1321,"2",0,2,3,8,1080,500,2014,0,"98107",47.6688,-122.402,1530,1357 +"7889601165","20140826T000000",268000,3,2.5,1700,2250,"2",0,0,3,7,1700,0,2014,0,"98168",47.4914,-122.334,1520,4500 +"7227801581","20140507T000000",305450,3,2.5,1600,3573,"2",0,0,3,7,1600,0,2013,0,"98056",47.507,-122.181,1500,11089 +"9895000040","20140703T000000",399900,2,1.75,1410,1005,"1.5",0,0,3,9,900,510,2011,0,"98027",47.5446,-122.018,1440,1188 +"9528102993","20141229T000000",495000,3,1.5,1580,1228,"3",0,0,3,8,1580,0,2014,0,"98115",47.6765,-122.32,1580,3605 +"3746700120","20141104T000000",857326,3,3.5,3940,11632,"2",0,0,3,10,3940,0,2014,0,"98166",47.438,-122.344,2015,11632 +"0745530040","20140911T000000",845950,5,2.75,4450,9600,"2",0,0,3,9,3650,800,2014,0,"98011",47.7336,-122.21,4000,9750 +"7299600180","20140610T000000",303210,4,2.5,2009,5000,"2",0,0,3,8,2009,0,2014,0,"98092",47.2577,-122.198,2009,5182 +"2149800278","20141015T000000",343000,6,5,2732,7655,"2",0,0,3,7,2732,0,2009,0,"98002",47.3045,-122.211,3078,69993 +"2517000650","20140716T000000",300000,3,2.5,2090,4590,"2",0,0,3,7,2090,0,2005,0,"98042",47.3992,-122.163,2190,4060 +"6021503708","20141122T000000",334900,2,2.5,980,1013,"3",0,0,3,8,980,0,2008,0,"98117",47.6844,-122.387,980,1023 +"8559300120","20150416T000000",477500,5,3.5,2815,5619,"2",0,0,3,9,2815,0,2012,0,"98055",47.4299,-122.207,2583,5295 +"3305100230","20140618T000000",820000,4,2.5,3170,8523,"2",0,0,3,9,3170,0,2008,0,"98033",47.6854,-122.184,3230,8523 +"2135200155","20140805T000000",580000,5,3.25,3030,7410,"2",0,0,3,8,2150,880,2014,0,"98106",47.553,-122.354,2020,7410 +"2919700109","20140722T000000",350000,2,2.5,1280,940,"2",0,0,3,8,1060,220,2006,0,"98103",47.6904,-122.364,1290,2900 +"8725950220","20150226T000000",910000,3,2.5,2030,1160,"3",0,0,3,9,1970,60,2007,0,"98004",47.6213,-122.2,1950,1160 +"1776230220","20140626T000000",414000,3,2.5,2490,4540,"2.5",0,0,3,8,2490,0,2012,0,"98059",47.5051,-122.155,2640,3844 +"9211010230","20150330T000000",525000,3,2.5,3030,4500,"2",0,0,3,8,3030,0,2009,0,"98059",47.4944,-122.15,3030,4501 +"1972201772","20150409T000000",650000,2,2.5,1470,690,"3",0,3,3,8,1470,0,2008,0,"98103",47.6523,-122.346,1480,1284 +"9268851320","20141210T000000",450000,3,2.25,1620,997,"2.5",0,0,3,8,1540,80,2012,0,"98027",47.5394,-122.027,1620,1068 +"1424059154","20140516T000000",1.27e+006,4,3,5520,8313,"2",0,3,3,9,3570,1950,2008,0,"98006",47.5655,-122.129,3770,8278 +"0626059365","20150412T000000",699000,3,3.5,3200,10344,"2",0,0,3,10,3200,0,2007,0,"98011",47.7636,-122.216,2550,20152 +"3885802136","20140723T000000",899000,4,2.5,2580,3943,"2",0,0,3,8,2580,0,2013,0,"98033",47.6853,-122.21,1700,5772 +"7967000150","20140808T000000",353500,4,3,2050,4000,"2",0,0,3,8,2050,0,2014,0,"98001",47.3523,-122.275,2050,4000 +"7853360720","20140908T000000",485000,3,2.5,2430,5867,"2",0,0,3,7,2430,0,2011,0,"98065",47.5162,-121.872,2620,5866 +"8562790150","20140626T000000",782900,4,3.25,3060,3898,"2",0,0,3,10,2300,760,2014,0,"98027",47.5311,-122.073,2920,3448 +"1226039124","20150428T000000",529000,2,2,1540,9714,"2",0,0,3,8,1540,0,2008,0,"98177",47.7628,-122.359,1840,8179 +"2767704251","20150416T000000",514700,3,3.25,1310,1072,"2",0,0,3,8,1060,250,2008,0,"98107",47.6744,-122.374,1160,1266 +"3862710210","20140520T000000",409316,3,2.5,1800,3168,"2",0,0,3,8,1800,0,2014,0,"98065",47.5342,-121.841,1800,3393 +"0255460330","20150506T000000",388598,3,2.5,2370,4200,"2",0,0,3,8,2370,0,2014,0,"98038",47.3699,-122.019,2370,4370 +"0291310610","20150227T000000",415000,3,2.25,1445,1512,"2",0,0,3,7,1300,145,2004,0,"98027",47.5341,-122.069,1445,1082 +"9126101121","20150407T000000",521500,3,2.25,1450,1619,"2",0,0,3,8,1140,310,2006,0,"98122",47.6076,-122.304,1580,3472 +"9274200322","20140820T000000",580000,3,2.5,1740,1236,"3",0,2,3,8,1740,0,2008,0,"98116",47.5891,-122.387,1740,1280 +"6666830230","20140630T000000",882566,4,2.5,3560,5265,"3",0,0,3,8,3560,0,2014,0,"98052",47.7047,-122.113,3220,4892 +"1604601803","20150408T000000",525000,3,2.75,2130,1400,"2",0,0,3,9,1080,1050,2010,0,"98118",47.5661,-122.29,1880,3132 +"7702080150","20141201T000000",515000,5,2.75,2980,4502,"2",0,0,3,9,2980,0,2007,0,"98028",47.7698,-122.235,2850,4501 +"7853400220","20140926T000000",589410,3,3,2840,7201,"2",0,0,3,9,2840,0,2014,0,"98065",47.5165,-121.883,2540,5260 +"3895100039","20150324T000000",757500,4,2.5,3420,6845,"2",0,0,3,9,3420,0,2009,0,"98052",47.6777,-122.156,2800,5715 +"7697000150","20141002T000000",284000,3,2.5,1660,4083,"2",0,0,3,7,1660,0,2013,0,"98038",47.3595,-122.045,1800,4087 +"8562780530","20150328T000000",338500,2,2.25,1150,711,"2",0,0,3,7,1150,0,2013,0,"98027",47.5323,-122.071,1150,748 +"0291310180","20140613T000000",379500,3,2.25,1410,1287,"2",0,0,3,7,1290,120,2005,0,"98027",47.5344,-122.068,1490,1435 +"1972205633","20140723T000000",550000,3,2,1420,1369,"2.5",0,0,3,9,1340,80,2007,0,"98109",47.6472,-122.357,1540,2168 +"3023000120","20140902T000000",294900,3,2.5,1860,5025,"2",0,0,3,8,1860,0,2010,0,"98038",47.3557,-122.059,2000,5550 +"7548301056","20140609T000000",345000,2,1.5,1340,1210,"2",0,0,3,8,1120,220,2008,0,"98144",47.588,-122.305,1340,1213 +"9826701201","20150209T000000",450000,2,1.5,1530,1012,"2",0,0,3,8,1200,330,2005,0,"98122",47.602,-122.306,1530,1425 +"6300500476","20150415T000000",420000,3,2.5,1509,1114,"3",0,0,3,8,1509,0,2014,0,"98133",47.7049,-122.34,1509,2431 +"2597490410","20150402T000000",740000,3,2.5,2350,3798,"2",0,0,3,8,2350,0,2013,0,"98029",47.543,-122.01,2020,3532 +"3448001411","20150220T000000",286000,2,1.5,1010,825,"3",0,0,3,7,1010,0,2007,0,"98125",47.7124,-122.301,1128,1080 +"0745530180","20150317T000000",870000,5,3.5,4495,10079,"2",0,0,3,9,3580,915,2013,0,"98011",47.7339,-122.209,4495,10079 +"3879900753","20141114T000000",727000,3,2.5,1580,991,"3",0,0,3,9,1580,0,2009,0,"98119",47.6276,-122.359,1610,1297 +"2781230230","20150204T000000",395000,4,3,2750,7965,"2",0,0,3,9,2750,0,2012,0,"98038",47.3479,-122.028,2750,6000 +"3629990180","20140805T000000",535000,4,2.25,1890,3615,"2",0,0,3,7,1890,0,2005,0,"98029",47.5493,-121.999,1630,3280 +"9352900222","20141229T000000",255000,3,2.25,1320,963,"2",0,0,3,7,1040,280,2007,0,"98106",47.5199,-122.357,1300,1285 +"7338220120","20141015T000000",260000,4,2.5,2150,3721,"2",0,0,3,8,2150,0,2006,0,"98002",47.3363,-122.217,2150,3721 +"0325059287","20140910T000000",810000,4,2.5,3340,8384,"2",0,0,3,9,3340,0,2014,0,"98052",47.6761,-122.152,1560,9429 +"7203140360","20141201T000000",359782,3,2.5,1850,3400,"2",0,0,3,7,1850,0,2010,0,"98053",47.6871,-122.014,1850,3400 +"6056110150","20150320T000000",500000,2,2.5,1950,2162,"2",0,0,3,9,1500,450,2012,0,"98118",47.5622,-122.292,1800,2457 +"7203230040","20141027T000000",1.04999e+006,5,3.25,4240,9588,"2",0,0,3,9,4240,0,2014,0,"98053",47.6901,-122.018,4080,8425 +"8121100155","20150225T000000",810000,4,3.5,2700,2868,"2",0,0,3,11,1920,780,2006,0,"98118",47.5685,-122.286,1430,3858 +"7853370620","20150206T000000",605000,5,4,3040,6000,"2",0,0,3,8,2280,760,2011,0,"98065",47.5189,-121.876,3070,5558 +"6400700264","20150317T000000",730000,4,2.5,2460,7930,"2",0,0,3,8,2460,0,2005,0,"98033",47.6684,-122.175,1850,9000 +"1760650880","20150317T000000",327000,4,2.5,2110,3825,"2",0,0,3,7,2110,0,2013,0,"98042",47.359,-122.082,1950,3825 +"0567000382","20141110T000000",370000,2,1,780,1133,"2",0,0,3,7,780,0,2009,0,"98144",47.5924,-122.295,1130,1270 +"7852100150","20140625T000000",459000,5,3.5,2640,6895,"2",0,0,3,7,2640,0,2001,0,"98065",47.5298,-121.879,2640,5267 +"6447300365","20141113T000000",2.9e+006,5,4,5190,14600,"2",0,1,3,11,5190,0,2013,0,"98039",47.6102,-122.225,3840,19250 +"2622059197","20141210T000000",365000,4,2.5,2420,8404,"2",0,0,3,8,2420,0,2013,0,"98042",47.372,-122.13,2440,4822 +"1389600040","20141226T000000",255000,4,2.5,1987,6000,"2",0,0,3,7,1987,0,2011,0,"98001",47.2679,-122.255,1880,9589 +"9276200220","20140717T000000",375000,1,1,720,3166,"1",0,0,3,6,720,0,1920,0,"98116",47.5811,-122.389,1140,6250 +"7904700032","20141002T000000",375000,2,1.5,1130,912,"2",0,0,3,8,1000,130,2006,0,"98116",47.5638,-122.388,1500,1474 +"3744000040","20140722T000000",518380,4,2.5,2810,4500,"2",0,0,3,9,2810,0,2014,0,"98038",47.3552,-122.023,2980,5046 +"1773100604","20140721T000000",346000,3,3.25,1500,1442,"2",0,0,3,8,1150,350,2007,0,"98106",47.5592,-122.362,1500,1533 +"9268850360","20150223T000000",302059,4,2,1390,745,"3",0,0,3,7,1390,0,2008,0,"98027",47.5393,-122.026,1390,942 +"7853420450","20140519T000000",575000,4,2.5,2500,4945,"2",0,0,3,9,2500,0,2013,0,"98065",47.5185,-121.885,2760,6000 +"8956200770","20140723T000000",549950,4,3.5,3906,9674,"2",0,2,3,9,3906,0,2014,0,"98001",47.2931,-122.264,2673,6500 +"2424059170","20150219T000000",900000,5,6,7120,40806,"2",0,4,3,12,5480,1640,2007,0,"98006",47.5451,-122.114,3440,36859 +"1934800133","20140711T000000",397500,3,2.5,1470,1256,"2",0,0,3,8,930,540,2006,0,"98122",47.6033,-122.309,1510,1797 +"5556300109","20141121T000000",1.075e+006,5,3.5,3230,7560,"2",0,0,3,10,3230,0,2007,0,"98052",47.6467,-122.118,3230,8580 +"2326600150","20150422T000000",775900,3,2.5,2700,5764,"2",0,0,3,9,2700,0,2014,0,"98075",47.5618,-122.027,3270,14700 +"3751600409","20150508T000000",510000,4,2.5,4073,17334,"2",0,0,3,8,4073,0,2008,0,"98001",47.2949,-122.27,1780,9625 +"3814900210","20140829T000000",471275,4,2.5,3361,5038,"2",0,0,3,9,3361,0,2014,0,"98092",47.3269,-122.165,2316,4105 +"9542840730","20140911T000000",288000,4,2.25,1610,3560,"2",0,0,3,7,1610,0,2010,0,"98038",47.3669,-122.02,1760,3692 +"2937300540","20141016T000000",989990,4,3.5,3830,7150,"2",0,0,3,9,3830,0,2014,0,"98052",47.7049,-122.126,3640,6055 +"7549800543","20140612T000000",300000,3,3.25,1470,1235,"2",0,0,3,7,1180,290,2008,0,"98108",47.5537,-122.313,1470,1243 +"4058800439","20140623T000000",664950,5,3,3190,7081,"1",0,2,3,9,1890,1300,2013,0,"98178",47.509,-122.24,2270,7623 +"7853430180","20140716T000000",699188,4,3.25,3250,5478,"2",0,0,3,9,3250,0,2014,0,"98065",47.5178,-121.887,3250,5482 +"0982850120","20150303T000000",390000,3,2.25,1490,4539,"2",0,0,3,7,1490,0,2009,0,"98028",47.7607,-122.233,1750,4667 +"9476010120","20150321T000000",670000,5,2.75,2900,5155,"2",0,0,3,8,2900,0,2008,0,"98075",47.5977,-122.008,2900,6176 +"0005200087","20140709T000000",487000,4,2.5,2540,5001,"2",0,0,3,9,2540,0,2005,0,"98108",47.5423,-122.302,2360,6834 +"7308600040","20140723T000000",769995,5,2.75,3360,12080,"2",0,0,3,9,3360,0,2014,0,"98011",47.7757,-122.173,3360,9724 +"1498301048","20140508T000000",321950,2,1.25,860,1277,"2",0,0,3,7,860,0,2007,0,"98144",47.5842,-122.314,1280,1265 +"2738630040","20150427T000000",613500,4,2.5,3020,6068,"2",0,0,3,9,3020,0,2006,0,"98072",47.773,-122.16,3240,5757 +"6300500081","20140806T000000",300000,3,2.5,1330,1200,"3",0,0,3,7,1330,0,2002,0,"98133",47.7034,-122.344,1330,1206 +"3845100620","20141125T000000",400950,4,2.5,2578,4554,"2",0,0,3,9,2578,0,2014,0,"98092",47.2603,-122.194,2647,4554 +"0255450040","20140918T000000",389517,4,2.5,2640,4725,"2",0,0,3,8,2640,0,2014,0,"98038",47.371,-122.017,2370,4725 +"0880000211","20140821T000000",255000,3,1.75,1260,1133,"2",0,0,3,7,810,450,2011,0,"98106",47.5261,-122.361,1260,1172 +"2163900081","20150220T000000",1.08e+006,3,2.5,1990,1891,"3",0,0,3,9,1990,0,2012,0,"98102",47.6271,-122.324,1990,3600 +"7853370440","20141121T000000",637850,5,3.25,3340,4900,"2",0,2,3,9,2500,840,2014,0,"98065",47.5193,-121.877,3220,5200 +"3448900290","20140828T000000",636230,4,2.5,2840,6284,"2",0,0,3,9,2840,0,2013,0,"98056",47.5135,-122.169,2790,7168 +"0263000006","20141216T000000",375000,3,2.5,1530,1131,"3",0,0,3,8,1530,0,2009,0,"98103",47.6993,-122.346,1530,1445 +"1972200882","20140604T000000",586500,3,2.5,1780,1487,"3",0,0,3,8,1600,180,2006,0,"98107",47.6539,-122.351,1780,1300 +"7853270630","20150120T000000",544000,4,2.5,2340,6973,"2",0,0,3,8,1930,410,2005,0,"98065",47.5451,-121.882,2950,6908 +"7852130430","20140806T000000",425000,4,2.5,2390,5021,"2",0,0,3,7,2390,0,2002,0,"98065",47.5353,-121.879,2520,5333 +"7383450250","20150311T000000",374950,4,2.5,2090,3777,"2",0,0,3,8,2090,0,2012,0,"98038",47.3595,-122.042,2160,3993 +"3449000010","20150312T000000",294570,3,1,1140,8400,"1",0,0,4,7,1140,0,1960,0,"98059",47.5022,-122.144,1400,9000 +"2690100170","20141013T000000",300000,3,2.5,1960,1477,"2",0,0,3,7,1670,290,2012,0,"98059",47.4873,-122.166,1980,1467 +"9578500920","20140910T000000",395950,5,3.5,2738,6031,"2",0,0,3,8,2738,0,2014,0,"98023",47.2962,-122.35,2738,5201 +"8562900430","20140718T000000",800000,4,2.5,3691,11088,"2",0,1,3,8,3691,0,2013,0,"98074",47.6122,-122.059,3190,11270 +"1442880380","20140730T000000",439990,3,2.5,2340,5171,"2",0,0,3,8,2340,0,2013,0,"98045",47.4832,-121.772,2790,5684 +"3204930170","20141106T000000",680000,4,3.5,2510,3763,"2",0,0,3,8,1990,520,2013,0,"98052",47.7002,-122.103,2560,3820 +"4449800480","20150318T000000",677790,6,3,2800,4213,"2",0,0,3,8,2800,0,1998,0,"98117",47.6892,-122.389,1440,3960 +"3862710010","20150501T000000",424950,3,2.5,1650,4777,"2",0,0,3,8,1650,0,2013,0,"98065",47.5336,-121.841,1800,3331 +"0301402280","20150331T000000",223990,2,2.25,1061,2884,"2",0,0,3,7,1061,0,2013,0,"98002",47.346,-122.218,1481,2887 +"2867300170","20150513T000000",498000,4,2.5,3402,14355,"2",0,0,3,10,2846,556,2014,0,"98023",47.3009,-122.385,3402,8487 +"5635100080","20141031T000000",359950,4,2.5,2542,6120,"2",0,0,3,8,2542,0,2014,0,"98030",47.3751,-122.188,2419,8984 +"1624079024","20140515T000000",720000,3,2.5,3150,151588,"2",0,0,3,9,3150,0,2007,0,"98024",47.572,-121.926,2410,208652 +"9211010840","20141112T000000",530000,4,2.5,3010,9000,"2",0,0,3,8,3010,0,2008,0,"98059",47.4987,-122.147,3250,5531 +"7697000020","20141007T000000",295000,3,2.5,1660,4898,"2",0,0,3,7,1660,0,2011,0,"98038",47.3588,-122.044,1810,4462 +"3832050130","20141021T000000",255500,3,2.5,1770,5000,"2",0,0,3,7,1770,0,2009,0,"98042",47.3358,-122.051,2230,5200 +"3630240020","20140521T000000",556000,3,3,1960,1168,"2",0,0,3,9,1600,360,2007,0,"98027",47.5445,-122.014,2080,1423 +"1389600080","20140710T000000",277950,4,2.5,1889,6000,"2",0,0,3,7,1889,0,2012,0,"98001",47.2676,-122.256,1990,6350 +"2781230080","20150408T000000",431000,4,2.5,3040,6000,"2",0,0,3,9,3040,0,2007,0,"98038",47.3473,-122.03,2640,6000 +"7203100660","20141117T000000",780000,4,2.75,3420,6787,"2",0,0,3,9,3420,0,2010,0,"98053",47.6962,-122.023,3450,6137 +"1806900502","20141014T000000",649000,3,3.25,1720,936,"2",0,0,3,8,1030,690,2004,0,"98112",47.6201,-122.309,1720,1527 +"3022800010","20140714T000000",447000,3,2.5,1740,3043,"2",0,0,3,7,1740,0,2012,0,"98011",47.744,-122.181,1920,2869 +"6666830250","20140505T000000",712198,4,2.5,2450,4247,"2",0,0,3,8,2450,0,2013,0,"98052",47.7048,-122.113,2970,4685 +"7242800020","20140815T000000",277140,3,1.5,1190,785,"2",0,0,3,8,920,270,2014,0,"98052",47.6781,-122.117,2820,5626 +"2867300190","20140528T000000",363000,4,2.5,3753,7204,"2",0,0,3,10,3336,417,2008,0,"98023",47.3011,-122.385,3494,9375 +"8564860130","20150202T000000",598992,5,3.5,3440,6037,"2",0,0,3,9,3440,0,2014,0,"98045",47.4765,-121.734,3270,6037 +"2770603522","20141211T000000",585000,3,2.5,2160,1250,"3",0,0,3,8,1830,330,2010,0,"98119",47.6515,-122.375,1870,2825 +"9544200422","20140731T000000",1.27495e+006,4,2.75,3820,8850,"2",0,0,3,10,3820,0,2014,0,"98033",47.6506,-122.195,2330,12000 +"4253400104","20150212T000000",380950,2,2,1120,1039,"2",0,0,3,7,840,280,2007,0,"98144",47.5788,-122.315,1130,5400 +"1085622890","20140708T000000",333490,4,2.5,2250,3916,"2",0,0,3,8,2250,0,2014,0,"98003",47.3413,-122.18,2156,3920 +"9268851630","20140604T000000",520000,3,3.25,1540,1487,"2",0,0,3,8,1540,0,2011,0,"98027",47.5397,-122.027,1620,1104 +"8562780190","20141007T000000",315000,2,2.25,1240,705,"2",0,0,3,7,1150,90,2009,0,"98027",47.5321,-122.073,1240,750 +"2767600686","20150331T000000",487000,2,1.5,1160,1118,"2",0,0,3,8,1020,140,2007,0,"98117",47.6754,-122.375,1210,1118 +"7207900080","20140808T000000",424950,5,3.5,2760,3865,"2.5",0,0,3,8,2760,0,2013,0,"98056",47.5049,-122.17,2590,4587 +"2770601457","20150210T000000",542300,3,2.25,1580,1487,"3",0,0,3,9,1580,0,2013,0,"98199",47.6514,-122.386,1600,1525 +"1773100920","20141211T000000",320000,3,3.25,1480,1192,"2",0,0,3,8,1180,300,2013,0,"98106",47.5556,-122.363,1330,1094 +"1024069027","20140723T000000",1.13999e+006,4,3.25,3740,11467,"2",0,0,3,10,3740,0,2014,0,"98029",47.581,-122.022,2510,27520 +"7853361310","20141215T000000",425000,4,2.5,1950,5000,"2",0,0,3,8,1950,0,2012,0,"98065",47.515,-121.872,2710,5000 +"6824100029","20141031T000000",474950,3,3,1530,1568,"3",0,0,3,8,1530,0,2012,0,"98117",47.6998,-122.367,1460,1224 +"0255450250","20140804T000000",307635,3,2.5,1820,4200,"2",0,0,3,8,1820,0,2014,0,"98038",47.3693,-122.017,2370,4200 +"2428100130","20141210T000000",834538,3,2.5,2760,6187,"2",0,0,3,10,2760,0,2014,0,"98075",47.5821,-122.047,2760,6600 +"1042700050","20140723T000000",769995,5,2.75,3010,5398,"2",0,0,3,9,3010,0,2014,0,"98074",47.6067,-122.053,3360,5407 +"7853280250","20150424T000000",820875,5,3.25,3860,9387,"2",0,2,3,9,3860,0,2006,0,"98065",47.538,-121.858,3860,8979 +"7853410170","20150316T000000",595500,4,2.5,2490,6537,"2",0,0,3,8,2490,0,2013,0,"98065",47.5185,-121.884,2520,5848 +"2708450020","20140912T000000",450000,4,2.5,3236,9608,"2",0,0,3,10,3236,0,2005,0,"98030",47.3838,-122.195,3236,9660 +"7852140170","20150421T000000",695000,4,2.5,2830,14538,"2",0,0,3,8,2830,0,2003,0,"98065",47.5405,-121.882,2270,6939 +"1459920010","20150323T000000",300000,3,2,1451,7159,"1",0,0,3,7,1451,0,2010,0,"98042",47.3754,-122.163,2303,6126 +"3438500250","20140623T000000",515000,5,3.25,2910,5027,"2",0,0,3,8,2040,870,2013,0,"98106",47.5543,-122.359,2910,5027 +"1890000169","20140903T000000",545000,3,2.5,1280,1845,"3",0,0,3,8,1280,0,2009,0,"98105",47.662,-122.324,1450,1889 +"1250200414","20150218T000000",365000,3,2.25,1110,979,"2",0,0,3,7,960,150,2008,0,"98144",47.5999,-122.3,1170,1400 +"2564900470","20140714T000000",718500,4,2.75,2840,8800,"2",0,0,3,9,2840,0,2008,0,"98033",47.7029,-122.171,1840,7700 +"2895800780","20150401T000000",279800,3,1.75,1410,2052,"2",0,0,3,8,1410,0,2014,0,"98106",47.5171,-122.347,1410,1988 +"6306800050","20140925T000000",486940,4,2.5,3250,13360,"2",0,0,3,9,3250,0,2014,0,"98030",47.3524,-122.198,2612,14448 +"6928000605","20140626T000000",525000,4,2.75,3030,6625,"2",0,0,3,8,3030,0,2011,0,"98059",47.4815,-122.152,3030,9620 +"3814900950","20140725T000000",345000,4,2.5,1983,6002,"2",0,0,3,9,1983,0,2012,0,"98092",47.3281,-122.164,2502,4750 +"8562770080","20141030T000000",613000,3,3.25,2440,2812,"2",0,0,3,8,1710,730,2005,0,"98027",47.5362,-122.072,2440,2836 +"3831250130","20140825T000000",370000,3,2.5,2313,5700,"2",0,0,3,9,2313,0,2011,0,"98030",47.3572,-122.202,2323,5701 +"3629990020","20141002T000000",449500,3,2.25,1260,2556,"2",0,0,3,7,1260,0,2005,0,"98029",47.5482,-121.998,1630,2844 +"9532000010","20150416T000000",515000,3,2.5,2000,3837,"2",0,0,3,8,2000,0,2011,0,"98072",47.7713,-122.167,2210,4075 +"8562780430","20150504T000000",346100,2,1.75,1150,698,"2",0,0,3,7,1150,0,2013,0,"98027",47.5323,-122.071,1150,757 +"2781230020","20141209T000000",398500,4,2.5,2820,6666,"2",0,0,3,9,2820,0,2007,0,"98038",47.3473,-122.031,1880,7200 +"8658301060","20140820T000000",310000,2,1.75,1160,2500,"2",0,0,3,7,1160,0,2008,0,"98014",47.6489,-121.911,970,7500 +"0301402140","20150226T000000",250000,3,2.25,1481,2820,"2",0,0,3,7,1481,0,2012,0,"98002",47.3457,-122.217,1481,2889 +"8923600020","20140806T000000",1.88e+006,5,3.5,4390,6220,"2",0,3,3,9,3170,1220,2013,0,"98115",47.6789,-122.273,2740,6448 +"8725950020","20140827T000000",695000,2,1.75,1570,1207,"3",0,0,3,9,1570,0,2007,0,"98004",47.6215,-122.201,1570,1206 +"1121000357","20140827T000000",1.085e+006,4,3,3410,6541,"2",0,2,3,9,2680,730,2007,0,"98126",47.5416,-122.38,2300,6345 +"1042700290","20140804T000000",864327,5,3.25,3480,6507,"2",0,0,3,9,3480,0,2014,0,"98074",47.607,-122.053,3360,5398 +"7308600010","20140616T000000",749995,4,3.25,3430,9870,"2",0,0,3,9,3430,0,2014,0,"98011",47.776,-122.173,3360,9724 +"7708210050","20140610T000000",525000,5,2.75,2880,8364,"2",0,0,3,9,2880,0,2006,0,"98059",47.4893,-122.147,3010,8296 +"5631500285","20141121T000000",659950,3,2.5,2990,9413,"2",0,0,3,10,2990,0,2006,0,"98028",47.7341,-122.234,1940,9600 +"0524059063","20140506T000000",1.8e+006,5,5,4490,10279,"2",0,0,3,10,3930,560,2013,0,"98004",47.5974,-122.202,2490,10279 +"7203160190","20141029T000000",950000,5,4,4100,8120,"2",0,0,3,9,4100,0,2011,0,"98053",47.6917,-122.02,4100,7625 +"1692900095","20140618T000000",1.39995e+006,4,2.75,3870,10046,"2",0,0,3,11,3870,0,2005,0,"98033",47.6651,-122.191,3560,10046 +"3438500346","20140702T000000",265050,2,1.5,800,2119,"2",0,0,3,7,800,0,2008,0,"98106",47.554,-122.362,1020,4800 +"9268850290","20150306T000000",450000,3,2.25,1620,1057,"3",0,0,3,8,1540,80,2009,0,"98027",47.5396,-122.026,1390,942 +"2419700080","20150505T000000",915000,4,2.5,2910,4356,"3",0,0,3,8,2910,0,2010,0,"98034",47.6705,-122.146,2840,4181 +"1235700052","20140630T000000",963000,4,3.25,3530,8589,"2",0,0,3,10,3530,0,2007,0,"98033",47.6975,-122.195,2470,9019 +"4233800020","20141008T000000",270000,4,2.5,2701,5821,"2",0,0,3,7,2701,0,2013,0,"98092",47.2873,-122.177,2566,5843 +"3278612570","20140724T000000",294000,2,2.5,1380,889,"2",0,0,3,7,1140,240,2012,0,"98126",47.5441,-122.369,1580,1397 +"6638900461","20140605T000000",700000,3,2.5,2050,4185,"2",0,0,3,9,2050,0,2011,0,"98117",47.6922,-122.371,1150,5000 +"4233600190","20150316T000000",1.065e+006,3,4,3370,8252,"2",0,0,3,10,3370,0,2014,0,"98075",47.5965,-122.013,3710,8252 +"7987400285","20150429T000000",494900,3,2.5,2040,2500,"2",0,0,3,7,1470,570,2008,0,"98126",47.573,-122.372,1410,2500 +"9532000500","20140801T000000",415000,3,2.5,1610,3600,"2",0,0,3,8,1610,0,2010,0,"98072",47.771,-122.169,2210,3600 +"8564860280","20140502T000000",459990,3,2.5,2680,5539,"2",0,0,3,8,2680,0,2013,0,"98045",47.4761,-121.734,2990,6037 +"8691440440","20141003T000000",882990,4,3.5,3560,6562,"2",0,0,3,10,3560,0,2014,0,"98075",47.5929,-121.974,3710,6562 +"1099950050","20141229T000000",620000,4,3.5,3880,8244,"2",0,0,3,10,3060,820,2007,0,"98019",47.7426,-121.976,3180,10947 +"3304040130","20150212T000000",375900,3,2,1824,7120,"1",0,0,3,9,1824,0,2010,0,"98001",47.3457,-122.27,2409,6264 +"8562790480","20141006T000000",654000,3,2.5,2220,2873,"2",0,0,3,10,2010,210,2012,0,"98027",47.5311,-122.074,2290,3213 +"4457300005","20150325T000000",1.8399e+006,4,3.25,4140,11007,"2",0,0,3,10,4140,0,2013,0,"98040",47.5707,-122.217,2150,9663 +"8856003839","20141210T000000",215000,3,2.5,1322,6006,"2",0,0,3,7,1322,0,2009,0,"98001",47.2706,-122.254,1440,6796 +"1972200728","20141124T000000",630500,3,2.5,1909,1300,"3",0,0,3,8,1766,143,2006,0,"98103",47.6538,-122.352,1780,1248 +"8691420050","20141107T000000",855000,4,3.5,3460,7702,"2",0,0,3,10,3460,0,2010,0,"98075",47.5942,-121.977,3380,7464 +"6601200020","20150127T000000",235245,4,2.5,1954,5075,"2",0,0,3,8,1954,0,2007,0,"98001",47.2606,-122.253,1934,5000 +"0200480020","20140710T000000",770000,5,2.5,3000,7912,"1",0,0,3,9,1610,1390,2007,0,"98033",47.6765,-122.175,2700,7205 +"7203170190","20140619T000000",734990,4,2.5,2650,6884,"2",0,0,3,8,2650,0,2012,0,"98053",47.6901,-122.015,2520,5866 +"3885802134","20150109T000000",880000,4,2.5,2580,3436,"2",0,0,3,8,2580,0,2013,0,"98033",47.6853,-122.21,1780,5772 +"9578060420","20150114T000000",525000,4,3,2650,4924,"2",0,0,3,8,2650,0,2011,0,"98028",47.7734,-122.238,2380,4733 +"3630200080","20140807T000000",775000,4,3.5,3390,3960,"2",0,0,3,10,3390,0,2008,0,"98027",47.5406,-121.995,2990,3400 +"3876900089","20150430T000000",687015,3,1.75,1470,873,"3",0,0,3,10,1470,0,2009,0,"98119",47.6256,-122.362,1410,967 +"3630130130","20141112T000000",663000,3,2.5,1910,5125,"2",0,0,3,9,1910,0,2006,0,"98029",47.5481,-121.995,1910,3215 +"3326059253","20150330T000000",815000,4,2.5,3030,7187,"2",0,0,3,9,3030,0,2005,0,"98033",47.6934,-122.166,3030,7187 +"2224069109","20150427T000000",1.05e+006,4,3.25,2930,25020,"2",0,0,3,9,2930,0,2013,0,"98029",47.5514,-122.023,2400,32374 +"3862700020","20150423T000000",433190,3,2.5,1650,2787,"2",0,0,3,8,1650,0,2014,0,"98065",47.5336,-121.838,1760,2787 +"3629980080","20141210T000000",725000,4,2.5,2870,5118,"2",0,0,3,9,2870,0,2006,0,"98029",47.5544,-121.99,2940,4800 +"7299600950","20150408T000000",279950,3,2.5,1608,4800,"2",0,0,3,8,1608,0,2013,0,"98092",47.2585,-122.201,2009,4800 +"5528600005","20150327T000000",272167,2,2.5,1620,3795,"2",0,0,3,7,1620,0,2014,0,"98027",47.5321,-122.034,1620,6000 +"3052700419","20140616T000000",468500,3,2.5,1350,1186,"2",0,0,3,8,1120,230,2007,0,"98117",47.6786,-122.375,1500,1605 +"9542840630","20140602T000000",298000,3,2.5,1950,3600,"2",0,0,3,7,1950,0,2010,0,"98038",47.3658,-122.021,1870,4184 +"7896300592","20150114T000000",303500,6,4.5,3390,7200,"2",0,0,3,8,2440,950,2007,0,"98118",47.5205,-122.288,2040,7214 +"9268850480","20150410T000000",308000,3,1.75,1300,1237,"2",0,0,3,7,1060,240,2008,0,"98027",47.539,-122.026,1350,942 +"3629700020","20150415T000000",646800,3,3,2230,1407,"2.5",0,0,3,8,1850,380,2014,0,"98027",47.5446,-122.017,2230,1407 +"8648900010","20150102T000000",530200,4,2.5,1880,3853,"2",0,0,3,8,1880,0,2010,0,"98027",47.5636,-122.094,1890,3078 +"5422950170","20141112T000000",405000,5,2.5,3370,5092,"2",0,0,3,7,3370,0,2006,0,"98038",47.3594,-122.036,2910,5092 +"2768200213","20140724T000000",529000,2,2.5,1320,1395,"2",0,0,3,8,990,330,2014,0,"98107",47.6689,-122.362,1550,1519 +"0642150080","20140908T000000",675900,3,2.5,2920,9096,"2",0,0,3,9,2920,0,2013,0,"98059",47.4855,-122.149,2930,7995 +"2770601912","20150402T000000",570000,3,3.25,1550,1280,"2",0,0,3,9,1220,330,2013,0,"98199",47.6493,-122.384,1550,1579 +"3304040020","20141226T000000",375500,4,2.5,2301,6452,"2",0,0,3,9,2301,0,2010,0,"98001",47.346,-122.269,2650,6054 +"3629960170","20141021T000000",445000,3,3.25,1710,1960,"2",0,0,3,8,1360,350,2004,0,"98029",47.5479,-122.003,1420,955 +"1238900130","20150105T000000",1.1e+006,4,3.75,2890,4164,"2",0,0,3,9,2240,650,2013,0,"98033",47.676,-122.197,2354,3207 +"6056100114","20140825T000000",477000,3,2.5,2100,5060,"2",0,0,3,7,2100,0,2006,0,"98108",47.563,-122.298,1520,2468 +"4140940130","20141121T000000",450000,3,2.75,2240,3360,"2",0,0,3,8,2100,140,2014,0,"98178",47.4999,-122.232,1790,5873 +"6824100007","20150326T000000",427005,3,3,1460,1200,"3",0,0,3,8,1460,0,2006,0,"98117",47.7,-122.367,1460,1245 +"1959700225","20150224T000000",720000,3,1.75,1370,1990,"3",0,0,3,9,1370,0,2014,0,"98102",47.6434,-122.324,1730,1990 +"0518500460","20141008T000000",2.23e+006,3,3.5,3760,5634,"2",1,4,3,11,2830,930,2014,0,"98056",47.5285,-122.205,3560,5762 +"0923059252","20140527T000000",450800,4,3.25,2510,5311,"2",0,0,3,9,2510,0,2009,0,"98056",47.5028,-122.17,1590,9583 +"3052700213","20140829T000000",461100,2,2.25,1210,1267,"2",0,0,3,8,1120,90,2010,0,"98117",47.6783,-122.376,1360,1349 +"2428100080","20141001T000000",1.0616e+006,4,3,2990,6695,"2",0,0,3,10,2990,0,2014,0,"98075",47.5817,-122.047,2760,6600 +"9276202130","20150408T000000",590000,3,2.5,1710,2875,"2",0,0,3,8,1710,0,2006,0,"98116",47.5787,-122.392,1640,5750 +"3845100670","20140716T000000",478830,4,2.5,3274,4950,"2",0,0,3,9,3274,0,2014,0,"98092",47.2603,-122.195,2578,4200 +"4319200675","20140709T000000",760000,4,2.25,3300,8365,"3",0,0,3,9,3300,0,2014,0,"98126",47.5363,-122.377,1290,8369 +"0323059327","20140703T000000",1.025e+006,4,3.5,4370,10860,"2",0,0,3,11,4370,0,2008,0,"98059",47.5066,-122.148,3560,8070 +"3448720020","20140613T000000",385000,4,2.5,2050,5276,"2",0,0,3,7,2050,0,2006,0,"98059",47.491,-122.15,2480,5447 +"7234600832","20140516T000000",500000,2,2.5,1310,1500,"2",0,0,3,8,1160,150,2006,0,"98122",47.6112,-122.309,1320,1581 +"4045500950","20150415T000000",425000,3,1.5,1680,8000,"1.5",0,0,3,7,1680,0,2012,0,"98014",47.6923,-121.869,1990,26336 +"7234600098","20140905T000000",552100,3,3,1330,1379,"2",0,0,4,8,1120,210,2005,0,"98122",47.6126,-122.313,1810,1770 +"0666000143","20141229T000000",785000,3,3,1950,1983,"3",0,0,3,9,1610,340,2009,0,"98004",47.6078,-122.202,2040,2131 +"3343903611","20150323T000000",615000,5,3.25,3090,7069,"2",0,0,3,9,3090,0,2012,0,"98056",47.5114,-122.196,2480,8000 +"1760650950","20150423T000000",309000,3,2.5,1950,3825,"2",0,0,3,7,1950,0,2013,0,"98042",47.3588,-122.082,1950,3825 +"5100403818","20150220T000000",369500,3,2,1108,1128,"3",0,0,3,7,1108,0,2009,0,"98115",47.6961,-122.318,1285,1253 +"2325400170","20150211T000000",391000,4,2.25,2190,3850,"2",0,0,3,7,2190,0,2006,0,"98059",47.4861,-122.161,2190,3980 +"5700000446","20141029T000000",465000,3,1.75,1590,1322,"2",0,0,3,8,1060,530,2014,0,"98144",47.5753,-122.294,1530,5400 +"9492500010","20140606T000000",879950,4,2.75,3010,7215,"2",0,0,3,9,3010,0,2014,0,"98033",47.6952,-122.178,3010,7215 +"2461900446","20141023T000000",372000,3,2,1330,1042,"2",0,0,3,8,1060,270,2014,0,"98136",47.5522,-122.382,1440,2428 +"8669160170","20140522T000000",259000,3,2.5,1550,3569,"2",0,0,3,7,1550,0,2011,0,"98002",47.3528,-122.211,2095,3402 +"3644100101","20140707T000000",374000,2,1.5,1260,1575,"2",0,0,3,7,1260,0,2001,0,"98144",47.5914,-122.295,1220,1740 +"7852090680","20150305T000000",561000,4,2.5,2550,5395,"2",0,0,3,8,2550,0,2001,0,"98065",47.5355,-121.874,2850,6109 +"5693501028","20150403T000000",610000,3,2.5,1300,1331,"3",0,0,3,8,1300,0,2007,0,"98103",47.6607,-122.352,1450,5270 +"3629700080","20150108T000000",635000,3,3,2230,1407,"2.5",0,0,3,8,1850,380,2014,0,"98027",47.5446,-122.017,2290,1407 +"3278600680","20140627T000000",235000,1,1.5,1170,1456,"2",0,0,3,8,1070,100,2007,0,"98126",47.5493,-122.372,1360,1730 +"2738640470","20140716T000000",623300,4,3.5,4170,4524,"2",0,0,3,9,3500,670,2007,0,"98072",47.7726,-122.162,3510,5001 +"7853320950","20141023T000000",412500,3,2,1680,5246,"1",0,0,3,7,1680,0,2007,0,"98065",47.5206,-121.868,2430,6883 +"5635100050","20141121T000000",380000,4,3.25,2864,8035,"3",0,0,3,8,2864,0,2014,0,"98030",47.3746,-122.189,2419,8984 +"3629990280","20140623T000000",497000,3,2.25,1630,3817,"2",0,0,3,7,1630,0,2005,0,"98029",47.5485,-121.999,1630,3348 +"6306800020","20141111T000000",452000,4,2.5,2716,7850,"2",0,0,3,9,2716,0,2014,0,"98030",47.352,-122.197,2580,14448 +"7697000170","20141025T000000",312000,3,2.5,1750,4076,"2",0,0,3,7,1750,0,2013,0,"98038",47.3597,-122.045,1810,4090 +"5057100080","20140919T000000",469950,5,3,3223,6371,"2",0,0,3,9,3223,0,2014,0,"98042",47.3588,-122.163,1979,19030 +"5276200020","20140805T000000",775000,5,2.5,2600,4284,"2",0,0,3,9,2600,0,2014,0,"98136",47.5409,-122.39,1620,5000 +"5727500006","20150427T000000",679990,4,2.75,3320,8653,"2",0,0,3,8,3320,0,2014,0,"98133",47.7521,-122.334,2140,8727 +"9268850130","20140627T000000",288790,4,2,1350,942,"3",0,0,3,7,1350,0,2008,0,"98027",47.5401,-122.026,1390,942 +"9293000170","20150408T000000",800000,5,2.5,3410,4726,"2",0,0,3,9,3410,0,2007,0,"98006",47.5459,-122.184,2810,5129 +"7299601870","20150427T000000",299000,3,2.5,1572,4000,"2",0,0,3,8,1572,0,2013,0,"98092",47.2615,-122.198,1608,5175 +"1760650500","20150129T000000",332000,4,2.5,2300,4482,"2",0,0,3,7,2300,0,2013,0,"98042",47.3599,-122.082,2300,3825 +"7174800094","20150420T000000",525000,1,1.5,1030,5923,"1",0,0,3,8,1030,0,1940,0,"98105",47.6653,-122.305,2650,5000 +"6909200007","20140903T000000",620000,3,1.75,1458,858,"2",0,0,3,8,950,508,2014,0,"98144",47.592,-122.293,1458,3000 +"7853321150","20141103T000000",452000,4,2.5,2190,6896,"2",0,0,3,7,2190,0,2007,0,"98065",47.5191,-121.869,2190,5900 +"1105000402","20141028T000000",630000,4,3,3640,5096,"2",0,0,3,8,2740,900,2010,0,"98118",47.5428,-122.27,1910,9189 +"1442870420","20140724T000000",485000,4,2.75,2790,7803,"2",0,0,3,8,2790,0,2013,0,"98045",47.4823,-121.772,2620,6178 +"3682000050","20141013T000000",349950,4,2.5,2632,4117,"2",0,0,3,8,2632,0,2013,0,"98001",47.3428,-122.278,2040,5195 +"1442880080","20140701T000000",499990,4,2.75,2910,6334,"2",0,0,3,8,2910,0,2013,0,"98045",47.4826,-121.771,2790,6352 +"7169500020","20141205T000000",510000,2,2.25,1470,1101,"2",0,0,3,8,1340,130,2005,0,"98115",47.6768,-122.301,1470,1582 +"2911700010","20150303T000000",1.08e+006,3,2.5,2240,21477,"2",0,2,3,8,2240,0,1995,0,"98006",47.5745,-122.18,2930,21569 +"9578060470","20140508T000000",494000,3,2.5,2310,4729,"2",0,0,3,8,2310,0,2011,0,"98028",47.7734,-122.237,2440,4711 +"1776460190","20140626T000000",429900,3,2.5,2370,5353,"2",0,0,3,8,2370,0,2009,0,"98019",47.7333,-121.975,2130,6850 +"3449500050","20141015T000000",505000,4,2.75,2980,9825,"1",0,0,3,8,1910,1070,2007,0,"98056",47.5073,-122.172,2580,12231 +"2309710130","20140715T000000",272000,4,2,1870,6551,"1",0,3,3,7,1870,0,2009,0,"98022",47.1934,-121.977,2280,5331 +"1972201511","20150210T000000",671500,3,2.5,1770,1714,"3",0,0,3,8,1770,0,2012,0,"98103",47.6532,-122.348,1720,3360 +"7852120050","20150311T000000",729950,4,3.5,3510,10010,"2",0,0,3,10,3510,0,2001,0,"98065",47.5412,-121.876,4200,9935 +"3814900660","20140721T000000",471835,4,2.5,3281,5354,"2",0,0,3,9,3281,0,2014,0,"98092",47.3273,-122.163,2598,4815 +"8141310080","20141103T000000",249950,3,2,1670,4438,"1",0,0,3,7,1670,0,2014,0,"98022",47.1948,-121.974,1670,4558 +"7207900050","20140808T000000",424950,5,3.5,2760,3846,"2.5",0,0,3,8,2760,0,2013,0,"98056",47.5047,-122.17,2760,4587 +"2424059163","20140709T000000",1.24e+006,5,3.5,5430,10327,"2",0,2,3,10,4010,1420,2007,0,"98006",47.5476,-122.116,4340,10324 +"2140950130","20140911T000000",440000,4,2.5,2990,7928,"2",0,0,3,9,2990,0,2011,0,"98010",47.3139,-122.024,2810,7401 +"1776230190","20150408T000000",495000,4,3.5,3170,3858,"2",0,0,3,8,2530,640,2008,0,"98059",47.5049,-122.155,2640,3844 +"3524039224","20140513T000000",870000,4,2.5,3520,6773,"2.5",0,0,3,9,2650,870,2006,0,"98136",47.5317,-122.391,2930,6458 +"5694500840","20141125T000000",559000,2,3,1650,960,"3",0,0,3,8,1350,300,2015,0,"98103",47.6611,-122.346,1650,3000 +"4014400381","20140507T000000",495000,4,2.75,2656,21195,"2",0,0,3,9,2656,0,2014,0,"98001",47.3162,-122.272,1860,16510 +"2838000130","20150213T000000",722000,3,2.5,2230,4850,"2",0,0,3,8,2230,0,2014,0,"98133",47.7295,-122.334,2230,4513 +"8562770430","20140702T000000",567500,3,2.5,2280,2502,"2",0,0,3,8,1880,400,2006,0,"98027",47.5364,-122.073,2280,2812 +"1402970020","20141217T000000",440000,4,2.5,2798,5085,"2",0,0,3,9,2798,0,2011,0,"98092",47.3308,-122.187,2502,5707 +"3943600020","20140829T000000",400000,4,2.5,2398,5988,"2",0,0,3,8,2398,0,2008,0,"98055",47.452,-122.204,2370,5988 +"1438000430","20141006T000000",459995,4,2.5,2350,3760,"2",0,0,3,8,2350,0,2014,0,"98059",47.4786,-122.123,2590,4136 +"1601600167","20140507T000000",365000,5,2.75,2410,5003,"1",0,0,3,7,1410,1000,2008,0,"98118",47.5298,-122.274,1590,5003 +"1773100541","20150417T000000",389950,3,2.25,1580,920,"3",0,0,3,8,1580,0,2015,0,"98106",47.5578,-122.363,1250,1150 +"1773100924","20140708T000000",320000,3,3.25,1450,1387,"2",0,0,3,8,1180,270,2013,0,"98106",47.5556,-122.362,1450,1198 +"0982850080","20140613T000000",415500,4,2.5,1750,4779,"2",0,0,3,7,1750,0,2009,0,"98028",47.7608,-122.232,1580,4687 +"7628700050","20150309T000000",775000,3,2.5,3020,4120,"2",0,0,3,9,2360,660,2008,0,"98126",47.5714,-122.373,2280,4120 +"8673400020","20150311T000000",590000,3,3,1740,1100,"3",0,0,3,8,1740,0,2007,0,"98107",47.67,-122.391,1370,1180 +"8725950170","20150123T000000",950000,2,2.25,2200,2043,"2",0,0,3,9,1760,440,2007,0,"98004",47.6213,-122.2,2020,1957 +"6306800080","20140806T000000",378950,4,2.5,1867,15314,"2",0,0,3,9,1867,0,2013,0,"98030",47.3524,-122.198,2616,8048 +"3362401763","20140508T000000",441750,2,1.5,1020,1060,"3",0,0,3,8,1020,0,2008,0,"98103",47.6801,-122.348,1340,1415 +"0301401630","20141031T000000",335900,4,2.75,2475,4000,"2",0,0,3,7,2475,0,2014,0,"98002",47.345,-122.209,2475,4000 +"6056110780","20140627T000000",229800,2,1.75,1110,1773,"2",0,0,3,8,1110,0,2014,0,"98108",47.5647,-122.293,1420,2855 +"6819100352","20150310T000000",645000,3,2.5,1900,1258,"2.5",0,0,3,7,1700,200,2007,0,"98119",47.6465,-122.358,1780,1877 +"9297302031","20150423T000000",448000,3,3.25,1560,1345,"2",0,0,3,8,1260,300,2009,0,"98126",47.5637,-122.375,1560,4800 +"7203150080","20141216T000000",706000,4,2.5,2510,5436,"2",0,0,3,8,2510,0,2011,0,"98053",47.6894,-122.016,2520,5436 +"2937300050","20150227T000000",988990,4,4.75,4150,6303,"3",0,0,3,9,4150,0,2014,0,"98052",47.7047,-122.123,3570,6285 +"9521100029","20140716T000000",716000,3,3,1660,1849,"3",0,0,3,9,1660,0,2013,0,"98103",47.6649,-122.353,1660,3300 +"0832700170","20150421T000000",319000,2,1.5,1090,847,"3",0,0,3,8,1090,0,2009,0,"98133",47.7235,-122.352,1090,1118 +"6817750440","20141014T000000",300000,4,2.5,1914,3272,"2",0,0,3,8,1914,0,2009,0,"98055",47.4297,-122.189,1714,3250 +"0123059127","20140502T000000",625000,4,3.25,2730,54014,"1",0,0,3,9,1560,1170,2007,0,"98059",47.5133,-122.11,2730,111274 +"3630200430","20140514T000000",773000,3,2.75,2470,3600,"2",0,0,3,9,2470,0,2007,0,"98029",47.5406,-121.994,2570,3600 +"3448740430","20140925T000000",392000,5,2.5,2340,5670,"2",0,0,3,7,2340,0,2009,0,"98059",47.4913,-122.152,2190,4869 +"1438000190","20140911T000000",549995,4,3.5,2660,5690,"2",0,0,3,8,1920,740,2014,0,"98059",47.4775,-122.122,2970,5690 +"7853320250","20140920T000000",480000,3,2.5,2410,4656,"2",0,0,3,7,2410,0,2009,0,"98065",47.5203,-121.874,2410,4840 +"0100300280","20141020T000000",355000,3,2.25,1430,4777,"2",0,0,3,7,1430,0,2010,0,"98059",47.4867,-122.152,1639,3854 +"8862500280","20141230T000000",208400,2,2.5,1570,1268,"3",0,0,3,7,1570,0,2007,0,"98106",47.534,-122.365,1570,1300 +"1042700080","20140822T000000",831548,5,2.75,3010,4919,"2",0,0,3,9,3010,0,2014,0,"98074",47.6067,-122.052,3230,5415 +"4051150080","20141117T000000",279500,4,2.5,1613,4338,"2",0,0,3,7,1613,0,2009,0,"98042",47.3859,-122.162,1427,4341 +"5592200010","20150227T000000",445000,3,2.5,2380,5269,"2",0,0,3,8,2380,0,2008,0,"98056",47.5066,-122.192,2150,7600 +"7787920080","20140616T000000",492500,5,2.5,2570,9962,"2",0,0,3,8,2570,0,2006,0,"98019",47.7275,-121.957,2890,9075 +"3448740190","20140709T000000",435000,4,2.5,2550,5200,"2",0,0,3,7,2550,0,2009,0,"98059",47.4919,-122.153,2550,4660 +"8822900122","20150512T000000",325000,3,2.25,1330,969,"3",0,0,3,7,1330,0,2007,0,"98125",47.7177,-122.292,1310,1941 +"4083300098","20141117T000000",453000,2,1.5,1160,1269,"2",0,0,3,7,970,190,2005,0,"98103",47.6608,-122.335,1700,3150 +"1438000170","20140822T000000",612995,5,3.5,3240,6919,"2",0,0,3,8,2760,480,2014,0,"98059",47.4779,-122.122,2970,5690 +"7853360480","20140904T000000",540000,4,2.5,2710,9248,"2",0,0,3,7,2710,0,2011,0,"98065",47.5164,-121.875,2710,5000 +"0522059130","20150429T000000",465000,3,1,1150,18200,"1",0,0,5,7,1150,0,1959,0,"98058",47.4262,-122.187,1714,18200 +"4385700185","20140812T000000",799950,3,2.25,1860,1386,"3",0,0,3,9,1860,0,2014,0,"98112",47.6368,-122.279,1680,3080 +"2768301476","20141124T000000",495000,3,2.25,1280,1517,"2",0,0,3,8,1080,200,2008,0,"98107",47.6651,-122.368,1280,1681 +"1862400541","20150228T000000",579950,3,2.5,1810,1585,"3",0,0,3,7,1810,0,2014,0,"98117",47.6957,-122.376,1560,1586 +"8562780280","20150220T000000",331000,2,2.25,1240,720,"2",0,0,3,7,1150,90,2008,0,"98027",47.5322,-122.072,1260,810 +"9528101061","20140825T000000",580000,4,3.5,1460,951,"3",0,0,3,8,1460,0,2008,0,"98115",47.6821,-122.326,1430,1282 +"6056110460","20150414T000000",669000,2,2.5,1640,1953,"2",0,0,3,10,1640,0,2014,0,"98118",47.5639,-122.292,1820,2653 +"2154970020","20140703T000000",2.35196e+006,4,4.25,5010,19412,"2",0,1,3,11,4000,1010,2014,0,"98040",47.5455,-122.211,3820,17064 +"5694500497","20150116T000000",539900,3,3.25,1300,1325,"2",0,0,3,8,1080,220,2005,0,"98103",47.6584,-122.346,1290,1323 +"7708200670","20140723T000000",490000,4,2.5,2510,4349,"2",0,0,3,8,2510,0,2010,0,"98059",47.4927,-122.147,2510,4314 +"8562770050","20140527T000000",627000,3,3.5,2710,3475,"2",0,0,3,8,1650,1060,2005,0,"98027",47.5359,-122.072,2440,2867 +"1441000470","20140728T000000",458000,4,3.5,3217,4000,"2",0,0,3,8,2587,630,2008,0,"98055",47.4483,-122.203,2996,5418 +"6056100293","20141110T000000",440000,3,2.5,1650,4929,"2",0,0,3,7,1520,130,2007,0,"98108",47.5634,-122.298,1520,2287 +"6600000050","20150310T000000",1.698e+006,4,3.5,3950,6240,"2",0,0,3,11,3950,0,2015,0,"98112",47.6221,-122.29,2040,6240 +"1732800199","20150511T000000",935000,2,2.5,1680,977,"3",0,0,3,9,1680,0,2009,0,"98119",47.632,-122.361,1680,977 +"7853360470","20150417T000000",641000,5,3.5,3420,6403,"2",0,2,3,8,2700,720,2013,0,"98065",47.5162,-121.874,2710,6038 +"3438501583","20140911T000000",452000,3,2.75,2300,5090,"2",0,0,3,8,1700,600,2007,0,"98106",47.545,-122.36,1530,9100 +"7853370250","20141223T000000",625000,4,2.75,3010,6854,"2",0,2,3,9,2570,440,2012,0,"98065",47.5171,-121.876,1830,2952 +"2387600010","20150303T000000",1.35e+006,4,3.5,4680,12495,"2",0,0,3,10,3040,1640,2008,0,"98033",47.6984,-122.206,3240,10749 +"8946780080","20140908T000000",834950,5,3.5,3630,4911,"2",0,0,3,9,2790,840,2014,0,"98034",47.718,-122.156,3600,4992 +"9402800005","20141028T000000",1.5e+006,3,3.5,3530,3610,"2",0,0,3,10,2370,1160,2008,0,"98103",47.6857,-122.339,1780,3610 +"5422950080","20140825T000000",305000,4,2.5,2280,3800,"2",0,0,3,7,2280,0,2006,0,"98038",47.3586,-122.036,2630,4045 +"2826079027","20141112T000000",659000,3,2.5,3090,384634,"2",0,0,3,8,3090,0,2007,0,"98019",47.7072,-121.927,2200,292645 +"6003000851","20140522T000000",353000,1,1,550,1279,"2",0,0,3,7,550,0,2008,0,"98122",47.616,-122.314,1460,1385 +"7394400080","20150304T000000",535000,4,3.25,2840,4000,"2",0,3,3,9,2330,510,2014,0,"98108",47.5529,-122.293,2160,4867 +"1238501184","20140708T000000",999000,4,2.5,3130,10849,"2",0,0,3,10,3130,0,2013,0,"98033",47.6828,-122.186,2470,9131 +"0263000009","20150129T000000",375000,3,2.5,1440,1102,"3",0,0,3,8,1440,0,2009,0,"98103",47.6995,-122.346,1440,1434 +"5101408889","20140616T000000",685000,4,3.5,2840,4637,"3",0,0,3,8,2840,0,2008,0,"98125",47.7033,-122.321,1730,5279 +"7299601410","20140808T000000",333000,4,2.5,2623,7184,"2",0,0,3,8,2623,0,2012,0,"98092",47.259,-122.202,2010,4939 +"9266700190","20150511T000000",245000,1,1,390,2000,"1",0,0,4,6,390,0,1920,0,"98103",47.6938,-122.347,1340,5100 +"2424059174","20150508T000000",1.99995e+006,4,3.25,5640,35006,"2",0,2,3,11,4900,740,2015,0,"98006",47.5491,-122.104,4920,35033 +"8562780290","20141015T000000",329950,2,2.25,1260,1032,"2",0,0,3,7,1170,90,2008,0,"98027",47.5323,-122.072,1240,809 +"5100400244","20150420T000000",403000,2,1,894,1552,"2",0,0,3,7,894,0,2011,0,"98115",47.6911,-122.313,1131,1992 +"3744000130","20141111T000000",559630,4,2.5,3370,4934,"2",0,0,3,9,3370,0,2014,0,"98038",47.3562,-122.022,2980,5046 +"0993001976","20140818T000000",344000,3,2.25,1250,871,"3",0,0,3,8,1250,0,2007,0,"98103",47.6907,-122.343,1250,1158 +"0525049174","20150402T000000",435000,3,1.5,1180,1231,"3",0,0,3,7,1180,0,2008,0,"98115",47.6845,-122.315,1280,3360 +"5393600562","20140522T000000",430000,2,2.5,1520,1588,"2",0,0,3,8,1240,280,2007,0,"98144",47.5825,-122.313,1660,6000 +"4187000190","20141117T000000",417000,3,2.5,2000,4500,"2",0,0,3,7,2000,0,2010,0,"98059",47.4937,-122.149,2230,4501 +"2862500190","20150409T000000",895950,5,2.75,3180,9255,"2",0,0,3,9,3180,0,2014,0,"98074",47.6232,-122.023,3180,7782 +"5045700470","20150319T000000",563950,4,2.75,3050,4750,"2",0,0,3,8,3050,0,2014,0,"98059",47.4857,-122.153,2730,5480 +"2924079034","20140925T000000",332220,3,1.5,2580,47480,"1",0,0,3,7,1360,1220,1953,0,"98024",47.5333,-121.933,1760,48181 +"8835770170","20140822T000000",1.488e+006,5,6,6880,279968,"2",0,3,3,12,4070,2810,2007,0,"98045",47.4624,-121.779,4690,256803 +"3630200480","20140612T000000",680000,3,2.5,2570,3600,"2.5",0,0,3,9,2570,0,2007,0,"98027",47.5412,-121.994,2570,3600 +"8562790080","20150209T000000",825750,4,3.5,2950,3737,"2",0,0,3,10,2270,680,2012,0,"98027",47.5313,-122.074,2580,3581 +"8165500780","20141209T000000",338000,3,2.5,1690,1760,"2",0,0,3,8,1410,280,2014,0,"98106",47.5387,-122.367,1740,1760 +"1442870050","20140718T000000",535365,4,2.75,2790,6969,"2",0,0,3,8,2790,0,2012,0,"98045",47.4836,-121.769,2620,6307 +"1704900303","20141211T000000",608000,3,2.25,1720,5234,"2",0,0,3,9,1240,480,2011,0,"98118",47.5547,-122.278,1720,5825 +"6132600655","20141016T000000",930000,3,2.25,2890,5000,"3",0,0,3,9,2890,0,2014,0,"98117",47.6983,-122.389,2020,5000 +"3421069049","20141021T000000",565000,2,1.75,1130,276170,"1",0,0,3,8,1130,0,2006,0,"98022",47.2673,-122.027,2092,217800 +"7169500130","20141219T000000",495000,2,2.25,1460,1623,"2",0,0,3,8,1260,200,2005,0,"98115",47.6764,-122.301,1460,1137 +"8732900840","20140722T000000",667000,3,2.5,2510,3819,"2",0,0,3,8,2510,0,2007,0,"98052",47.6987,-122.096,2520,3990 +"5379803372","20141112T000000",495000,4,2.5,3390,7870,"2",0,0,3,8,3390,0,2014,0,"98188",47.4536,-122.274,1960,10069 +"2937300430","20140929T000000",928990,4,2.5,3570,6054,"2",0,0,3,9,3570,0,2014,0,"98052",47.7053,-122.126,3600,6050 +"5422950020","20140630T000000",345000,4,2.5,2280,5000,"2",0,0,3,7,2280,0,2006,0,"98038",47.3593,-122.037,2910,5000 +"3797001702","20141216T000000",1.065e+006,5,3.5,2920,3000,"2",0,0,3,9,2260,660,2014,0,"98103",47.6846,-122.349,1580,4000 +"1438000130","20140703T000000",519995,4,3,2590,6160,"2",0,0,3,8,2590,0,2014,0,"98059",47.4784,-122.122,2670,5600 +"1853080130","20141105T000000",924000,5,2.75,3210,8001,"2",0,0,3,9,3210,0,2014,0,"98074",47.5935,-122.061,3190,6624 +"0741500010","20150424T000000",295000,3,2,1230,3405,"1",0,0,3,7,1230,0,2010,0,"98058",47.438,-122.179,1440,4066 +"3123089027","20140721T000000",472000,3,2.5,3800,104979,"2",0,0,3,8,3210,590,2005,0,"98045",47.4304,-121.841,2040,109771 +"3630080190","20140801T000000",405000,3,2.5,1500,2314,"2",0,0,3,7,1500,0,2005,0,"98029",47.5537,-121.998,1440,2170 +"3782760080","20140718T000000",410000,4,2.25,2510,4090,"2",0,0,3,8,1840,670,2012,0,"98019",47.7345,-121.967,2070,4090 +"8024200684","20141125T000000",419500,3,1.5,1400,1091,"3",0,0,3,8,1400,0,2007,0,"98115",47.6989,-122.317,1270,1413 +"0982850020","20140903T000000",382000,3,2.25,1450,4667,"2",0,0,3,7,1450,0,2009,0,"98028",47.7611,-122.233,1490,4667 +"5649600462","20150224T000000",370000,2,2.5,1390,1821,"2",0,0,3,7,1180,210,2007,0,"98118",47.5537,-122.282,1350,1821 +"3449820430","20141006T000000",553000,3,2.75,3160,9072,"2",0,0,3,9,3160,0,2005,0,"98056",47.5147,-122.177,3160,9072 +"9533100285","20140630T000000",2.065e+006,4,3.75,4350,7965,"2",0,0,3,10,4350,0,2013,0,"98004",47.6289,-122.205,2190,8557 +"0923059259","20150401T000000",455950,4,2.5,2720,5771,"2",0,0,3,8,2720,0,2015,0,"98056",47.4917,-122.17,1940,4184 +"6431000748","20141027T000000",331000,3,3.25,1290,1153,"3",0,0,3,7,1290,0,2008,0,"98103",47.6904,-122.346,1290,1200 +"3753000010","20140507T000000",417250,3,2.25,1606,1452,"3",0,0,3,8,1606,0,2009,0,"98125",47.7175,-122.284,1516,1939 +"6169901185","20140520T000000",490000,5,3.5,4460,2975,"3",0,2,3,10,3280,1180,2015,0,"98119",47.6313,-122.37,2490,4231 +"2309710150","20140804T000000",325000,4,3.25,2800,5291,"2",0,0,3,7,2800,0,2011,0,"98022",47.1937,-121.977,2380,5291 +"1773600264","20150223T000000",705000,5,3.5,3250,4800,"2",0,0,3,9,2410,840,2010,0,"98106",47.5618,-122.362,1330,4920 +"6061500100","20140717T000000",1.17466e+006,6,3.5,4310,7760,"2",0,0,3,10,3260,1050,2013,0,"98059",47.5297,-122.155,4620,10217 +"1282300995","20150222T000000",365000,3,2.25,1310,915,"2",0,0,3,7,1060,250,2007,0,"98144",47.5738,-122.293,1500,1215 +"0597000593","20141117T000000",403000,2,1.5,1240,1101,"2",0,0,3,8,1080,160,2009,0,"98144",47.5758,-122.309,1530,1209 +"7853321110","20140813T000000",409000,3,2.5,1950,7263,"2",0,0,3,7,1950,0,2007,0,"98065",47.5194,-121.869,2190,5900 +"3278612450","20150407T000000",391000,3,2.5,1800,1120,"2",0,0,3,8,1800,0,2011,0,"98126",47.5436,-122.369,1800,2380 +"1438000120","20140616T000000",542525,4,2.5,2650,5600,"2",0,0,3,8,2650,0,2014,0,"98059",47.4786,-122.122,2650,5600 +"9521100301","20140507T000000",339950,2,1,820,681,"3",0,0,3,8,820,0,2006,0,"98103",47.6619,-122.352,820,1156 +"1442870040","20140819T000000",499990,4,2.75,2620,7001,"2",0,0,3,8,2620,0,2012,0,"98045",47.4838,-121.769,2620,6543 +"0644000115","20140923T000000",1.765e+006,4,3.25,3980,10249,"2",0,0,3,10,3980,0,2011,0,"98004",47.5873,-122.196,2450,10912 +"6372000297","20150323T000000",608000,3,3.5,1660,2298,"2",0,0,3,8,1260,400,2009,0,"98116",47.5809,-122.403,1500,2198 +"6600060150","20150312T000000",392000,4,2.5,2130,4028,"2",0,0,3,8,2130,0,2014,0,"98146",47.5108,-122.363,1830,7817 +"0774101755","20150417T000000",320000,3,1.75,1790,66250,"1.5",0,0,3,7,1790,0,2003,0,"98014",47.7179,-121.403,1440,59346 +"2895800750","20150417T000000",274800,3,1.75,1410,1988,"2",0,0,3,8,1410,0,2014,0,"98106",47.5171,-122.347,1410,1899 +"2424039029","20150427T000000",325000,3,2.25,1330,1198,"2",0,0,3,8,1080,250,2007,0,"98106",47.555,-122.362,1260,1062 +"3448740360","20150429T000000",418500,4,2.5,2190,4866,"2",0,0,3,7,2190,0,2009,0,"98059",47.4907,-122.152,2190,5670 +"3832050580","20140502T000000",300000,3,2.5,2540,5050,"2",0,0,3,7,2540,0,2006,0,"98042",47.3358,-122.055,2280,5050 +"3094000210","20150105T000000",269950,3,2.5,2244,4079,"2",0,0,3,7,2244,0,2012,0,"98001",47.2606,-122.254,2077,4078 +"0321030150","20150506T000000",358000,3,2.5,2026,7611,"2",0,0,3,8,2026,0,2010,0,"98042",47.3733,-122.162,2270,7611 +"7694200090","20150504T000000",350000,3,2.5,1730,4086,"2",0,0,3,8,1730,0,2013,0,"98146",47.5016,-122.341,2030,4086 +"3299710110","20140528T000000",782000,4,3.5,3910,8095,"2",0,0,3,9,3130,780,2007,0,"98029",47.5588,-122.036,3770,7021 +"3879900754","20140915T000000",779000,3,2.5,1580,1487,"3",0,1,3,9,1580,0,2009,0,"98119",47.6276,-122.359,1610,1297 +"8732900300","20141217T000000",685000,4,2.5,2510,3479,"2",0,0,3,8,2510,0,2007,0,"98052",47.6981,-122.099,2540,4171 +"6021503698","20140529T000000",305000,2,2.25,1000,905,"3",0,0,3,8,1000,0,2006,0,"98117",47.6842,-122.387,980,1023 +"3333000745","20150417T000000",350000,4,2.5,1660,2500,"2",0,0,3,7,1660,0,2007,0,"98118",47.5437,-122.283,1030,5000 +"3630220220","20140923T000000",775000,4,3.5,3060,4573,"2",0,0,3,9,2410,650,2012,0,"98029",47.5522,-122.001,3170,3634 +"9478500180","20140828T000000",317750,3,2.5,1980,4500,"2",0,0,3,7,1980,0,2012,0,"98042",47.3682,-122.117,1980,4500 +"2771602427","20140508T000000",438000,2,1,980,1179,"2",0,0,3,8,980,0,2010,0,"98119",47.6381,-122.375,1190,1600 +"1498301168","20140528T000000",325000,2,2.5,1050,1609,"2",0,0,3,7,1050,0,2005,0,"98144",47.5854,-122.313,1120,1693 +"8562790580","20150428T000000",830000,4,3.25,3080,4287,"2",0,0,3,10,2230,850,2012,0,"98027",47.5313,-122.076,2250,2520 +"2325400040","20140922T000000",353000,3,2.25,1900,3800,"2",0,0,3,7,1900,0,2006,0,"98059",47.4866,-122.16,1950,3800 +"5045700330","20140725T000000",460000,4,2.5,2200,6400,"2",0,0,3,8,2200,0,2010,0,"98059",47.4856,-122.156,2600,5870 +"3126049498","20150316T000000",370000,3,1.5,1360,1167,"3",0,0,3,8,1360,0,2008,0,"98103",47.6962,-122.349,1360,1167 +"9578140360","20140619T000000",330000,3,2.5,2238,7209,"2",0,0,3,8,2238,0,2011,0,"98023",47.2966,-122.353,2456,7212 +"3343901408","20150128T000000",569888,4,2.5,2590,6474,"2",0,0,3,8,2590,0,2014,0,"98056",47.5164,-122.19,1960,8679 +"7859910110","20140918T000000",353900,3,2.5,2517,3900,"2",0,0,3,8,2517,0,2014,0,"98092",47.3211,-122.182,2390,7108 +"7852120180","20150304T000000",695000,4,3.5,3510,9084,"2",0,0,3,10,3510,0,2001,0,"98065",47.5402,-121.875,3690,9568 +"9268850180","20140718T000000",288790,3,1.75,1290,1237,"2",0,0,3,7,1060,230,2008,0,"98027",47.54,-122.026,1370,942 +"6031400092","20150213T000000",334950,5,3,2230,8642,"1",0,0,3,7,1330,900,2014,0,"98168",47.487,-122.32,2100,11056 +"1853080790","20141215T000000",869950,4,2.75,3140,7928,"2",0,0,3,9,3140,0,2013,0,"98074",47.5923,-122.058,3500,7055 +"1624049291","20141008T000000",557500,3,3.5,3350,5025,"2",0,2,3,8,2670,680,2014,0,"98144",47.5699,-122.296,2030,5117 +"7237450100","20140919T000000",389990,4,2.5,2245,4330,"2",0,0,3,8,2245,0,2014,0,"98038",47.3557,-122.063,2530,4478 +"9521100214","20140604T000000",455000,3,1.75,1420,1189,"3",0,0,3,8,1420,0,2006,0,"98103",47.6625,-122.352,1380,1196 +"5693501102","20141030T000000",598500,3,3,1560,2091,"3",0,0,3,8,1560,0,2006,0,"98103",47.6604,-122.352,1530,2091 +"6891100590","20150302T000000",750000,4,2.75,2810,5497,"2",0,0,3,9,2810,0,2011,0,"98052",47.7081,-122.116,2990,5842 +"2254501095","20141113T000000",729999,2,2.25,1630,1686,"2",0,0,3,10,1330,300,2014,0,"98122",47.6113,-122.314,1570,2580 +"9478550110","20150303T000000",299950,3,2.5,1740,4497,"2",0,0,3,7,1740,0,2012,0,"98042",47.3697,-122.117,1950,4486 +"0993001961","20140709T000000",374950,3,2.25,1390,1484,"3",0,0,3,8,1390,0,2007,0,"98103",47.6912,-122.343,1250,1087 +"9274200028","20150219T000000",386950,3,2.5,1070,1089,"2",0,0,3,7,900,170,2009,0,"98116",47.5902,-122.387,1450,1437 +"7708200180","20140710T000000",535000,5,3.25,2850,4551,"2",0,0,3,8,2370,480,2006,0,"98059",47.4916,-122.144,2850,4849 +"8691430330","20140831T000000",890000,5,3.25,4100,7578,"2",0,2,3,10,4100,0,2011,0,"98075",47.5955,-121.974,3710,8156 +"8924100308","20150203T000000",1.05e+006,4,2.5,3260,5974,"2",0,1,3,9,2820,440,2007,0,"98115",47.6772,-122.267,2260,6780 +"1070000180","20141015T000000",1.10746e+006,4,3.5,3660,4760,"2",0,0,3,9,2840,820,2014,0,"98199",47.6482,-122.409,3210,4640 +"1085623630","20141003T000000",436952,4,2.5,2708,4772,"2",0,0,3,9,2708,0,2014,0,"98092",47.3413,-122.178,2502,4900 +"3278605550","20140609T000000",365000,3,2.5,1800,2700,"2",0,0,3,8,1800,0,2011,0,"98126",47.5458,-122.369,1580,2036 +"1139000062","20140625T000000",288000,3,2.5,1150,887,"3",0,0,3,7,1150,0,2007,0,"98133",47.7072,-122.356,1180,915 +"2838000180","20150220T000000",700000,3,2.5,2230,4006,"2",0,0,3,8,2230,0,2014,0,"98133",47.73,-122.335,2230,4180 +"2725079018","20140509T000000",800000,4,3.25,3540,159430,"2",0,0,3,9,3540,0,2007,0,"98014",47.6285,-121.899,1940,392040 +"7104100110","20150511T000000",899000,4,3.5,2490,5500,"2",0,0,3,9,1780,710,2015,0,"98136",47.5499,-122.393,1710,5500 +"0259500230","20141218T000000",465750,3,2.5,2670,4534,"2",0,0,3,9,2670,0,2007,0,"98056",47.51,-122.184,3040,5079 +"9523100712","20140618T000000",485000,2,2.5,1430,923,"3",0,0,3,8,1410,20,2008,0,"98103",47.6683,-122.355,1620,1505 +"1438000360","20140603T000000",494995,5,2.75,2670,3800,"2",0,0,3,8,2670,0,2014,0,"98059",47.4783,-122.123,2670,3800 +"1608000120","20150202T000000",255000,3,2.5,2555,5720,"2",0,0,3,8,2555,0,2006,0,"98031",47.386,-122.184,2844,5769 +"7853361120","20140729T000000",530000,3,2.5,1970,6295,"2",0,0,3,7,1970,0,2011,0,"98065",47.5158,-121.874,2710,6009 +"2461900448","20140616T000000",435000,3,2,1980,2674,"3",0,0,3,8,1980,0,2007,0,"98136",47.5524,-122.382,1440,2674 +"1703400910","20140811T000000",639000,3,2.5,2010,3300,"2",0,0,3,9,1610,400,2014,0,"98118",47.5573,-122.287,1660,4950 +"8024200683","20140709T000000",440000,3,1.5,1270,1413,"3",0,0,3,8,1270,0,2007,0,"98115",47.6989,-122.317,1270,1413 +"9544700730","20140515T000000",914500,4,2.5,3950,10856,"3",0,0,3,10,3950,0,2013,0,"98075",47.5818,-121.996,3200,10856 +"8682320900","20141105T000000",580000,3,2,1870,5300,"1",0,0,3,8,1870,0,2009,0,"98053",47.7106,-122.02,1870,5050 +"3278600750","20150407T000000",250000,1,1.5,1180,1688,"2",0,0,3,8,1070,110,2007,0,"98126",47.549,-122.372,1380,2059 +"5676000008","20150316T000000",410000,3,2.5,1420,1269,"3",0,0,3,7,1420,0,2007,0,"98103",47.6904,-122.342,1420,1300 +"3744000150","20140928T000000",531155,4,2.75,2810,5046,"2",0,0,3,9,2810,0,2014,0,"98038",47.3559,-122.022,3060,4934 +"3630080120","20140919T000000",358000,3,2.5,1400,1529,"2",0,0,3,7,1400,0,2005,0,"98029",47.5535,-121.997,1440,1536 +"7853360620","20140701T000000",425000,3,2.5,1950,5689,"2",0,0,3,7,1950,0,2009,0,"98065",47.5158,-121.873,2190,5653 +"0255550100","20140711T000000",326000,3,2.25,1930,3462,"2",0,0,3,7,1930,0,2004,0,"98019",47.7453,-121.985,1930,2952 +"9268200484","20140513T000000",650000,4,2.5,2210,4861,"2",0,0,3,9,2210,0,2013,0,"98117",47.6959,-122.364,1590,5080 +"8562790720","20150514T000000",749950,4,3.5,2630,3757,"2",0,0,3,10,2200,430,2008,0,"98027",47.5322,-122.075,2620,2699 +"7140700690","20150312T000000",239950,3,1.75,1600,4888,"1",0,0,3,6,1600,0,2014,0,"98042",47.383,-122.097,2520,5700 +"3624039183","20140609T000000",315000,3,2.5,1480,1590,"2",0,0,3,8,1150,330,2010,0,"98106",47.5302,-122.362,1480,5761 +"2254502071","20140523T000000",375000,2,2.5,750,1430,"2",0,0,3,8,750,0,2006,0,"98122",47.6093,-122.31,1320,2790 +"4310702838","20150427T000000",375000,3,1.5,1290,1213,"3",0,0,3,8,1290,0,2007,0,"98103",47.6965,-122.34,1360,1227 +"6431000749","20140922T000000",349000,3,3.25,1340,1151,"3",0,0,3,7,1340,0,2008,0,"98103",47.6904,-122.346,1290,1200 +"3362401761","20150225T000000",450000,2,1.5,1020,1049,"3",0,0,3,8,1020,0,2008,0,"98103",47.68,-122.348,1350,1395 +"3629700120","20141014T000000",669950,3,3,2330,1944,"2.5",0,0,3,8,1950,380,2014,0,"98027",47.5446,-122.016,2290,1407 +"3226049565","20140711T000000",504600,5,3,2360,5000,"1",0,0,3,7,1390,970,2008,0,"98103",47.6931,-122.33,2180,5009 +"0567000408","20140602T000000",400000,3,2.5,1495,936,"3",0,0,3,8,1405,90,2006,0,"98144",47.593,-122.295,1495,1186 +"0825059349","20140701T000000",1.02e+006,4,3.5,3770,8501,"2",0,0,3,10,3770,0,2008,0,"98033",47.6744,-122.196,1520,9660 +"7787920230","20150408T000000",518000,5,2.5,2890,13104,"2",0,0,3,8,2890,0,2006,0,"98019",47.7277,-121.958,3020,9300 +"5694000706","20140813T000000",535000,3,2.75,1320,1125,"3",0,0,3,8,1320,0,2008,0,"98103",47.6598,-122.348,1320,1266 +"1760650900","20140721T000000",337500,4,2.5,2330,4907,"2",0,0,3,7,2330,0,2013,0,"98042",47.359,-122.081,2300,3836 +"2021000180","20150310T000000",380000,4,2.5,3120,5001,"2",0,0,3,9,3120,0,2005,0,"98023",47.2779,-122.349,3120,5244 +"6400700389","20140710T000000",875000,5,3,2960,15152,"2",0,0,3,9,2960,0,2004,0,"98033",47.6689,-122.179,1850,9453 +"6431000987","20140902T000000",385000,3,2.25,1630,1598,"3",0,0,3,8,1630,0,2008,0,"98103",47.6904,-122.347,1320,1605 +"2311400056","20141201T000000",1.9875e+006,5,3.5,5230,8960,"2",0,0,3,11,4450,780,2014,0,"98004",47.5964,-122.201,2310,9603 +"3224059107","20150508T000000",649500,4,3,3150,6599,"2",0,0,3,9,3150,0,2008,0,"98056",47.5279,-122.199,2680,9430 +"1245002281","20140512T000000",1.05e+006,4,3.75,3280,11000,"2",0,0,3,10,2320,960,2008,0,"98033",47.6855,-122.201,2400,8351 +"0121039156","20150109T000000",249000,3,1,1030,24750,"1",0,2,3,5,1030,0,1943,0,"98023",47.3343,-122.362,2810,28800 +"9211000110","20141003T000000",525000,4,2.5,3130,5795,"2",0,0,3,9,3130,0,2008,0,"98059",47.4997,-122.151,2950,5259 +"7625702263","20140612T000000",402000,3,3.5,1240,1666,"2",0,0,3,7,1000,240,2008,0,"98136",47.5496,-122.388,1110,1027 +"8085400586","20141101T000000",1.75e+006,4,2.75,3560,8975,"2",0,0,3,10,3560,0,2014,0,"98004",47.6322,-122.209,3440,12825 +"2895800590","20141020T000000",359800,5,2.5,2170,2752,"2",0,0,3,8,2170,0,2014,0,"98106",47.5167,-122.347,1800,2752 +"0100300530","20140925T000000",330000,3,2.5,1520,3003,"2",0,0,3,7,1520,0,2009,0,"98059",47.4876,-122.153,1820,3030 +"4092302096","20150325T000000",433000,3,2.5,1270,1062,"2",0,0,3,8,1060,210,2008,0,"98105",47.6568,-122.321,1260,1112 +"7010700308","20141112T000000",1.0108e+006,4,3.25,3610,4000,"2",0,0,3,9,2640,970,2007,0,"98199",47.658,-122.396,1980,4000 +"7853370100","20150406T000000",599832,3,2.75,3230,5200,"2",0,0,3,9,2680,550,2014,0,"98065",47.519,-121.878,3100,4900 +"6181500120","20140623T000000",312891,5,3,2300,8214,"2",0,0,3,8,2300,0,2013,0,"98001",47.3052,-122.276,2594,4950 +"0567000775","20140912T000000",449000,2,2.5,1460,1296,"2",0,0,3,8,1160,300,2008,0,"98144",47.5923,-122.296,1460,1296 +"3331000035","20140527T000000",495000,3,2.5,1750,1548,"3",0,0,3,9,1750,0,2013,0,"98118",47.5532,-122.282,1750,3960 +"4216500110","20140515T000000",819995,5,2.75,3030,10335,"2",0,0,3,9,3030,0,2013,0,"98056",47.5305,-122.184,2720,11213 +"2776600082","20141113T000000",407500,3,3.5,1522,1465,"2",0,0,3,8,1248,274,2006,0,"98117",47.6922,-122.375,1522,1341 +"0323079058","20150105T000000",850000,4,3.75,3890,22000,"2",0,0,3,10,3890,0,2007,0,"98027",47.5052,-121.906,1610,23142 +"1088100450","20140725T000000",1.72e+006,5,4,4590,35046,"2",0,0,3,10,4590,0,2008,0,"98033",47.6647,-122.16,3350,35857 +"0098300230","20150428T000000",1.459e+006,4,4,4620,130208,"2",0,0,3,10,4620,0,2014,0,"98024",47.5885,-121.939,4620,131007 +"0847100047","20140917T000000",579000,4,2.75,3220,9825,"2",0,0,3,8,3220,0,2012,0,"98059",47.4863,-122.143,2820,8566 +"1853080150","20140811T000000",890776,5,2.75,3170,8093,"2",0,0,3,9,3170,0,2014,0,"98075",47.5933,-122.06,3210,7062 +"6021503707","20150120T000000",352500,2,2.5,980,1010,"3",0,0,3,8,980,0,2008,0,"98117",47.6844,-122.387,980,1023 +"9512200090","20150501T000000",529000,3,1.75,2340,7724,"1",0,0,3,10,2340,0,2010,0,"98058",47.4593,-122.134,3040,5787 +"9268850040","20150327T000000",484000,3,2.25,1620,1425,"3",0,0,3,8,1540,80,2009,0,"98027",47.5405,-122.026,1620,1237 +"7283900306","20150417T000000",400000,3,2.5,1910,4408,"3",0,0,3,8,1910,0,2007,0,"98133",47.7634,-122.35,1910,8154 +"1980200236","20150417T000000",649950,3,2.5,2420,6847,"2",0,0,3,9,2420,0,2009,0,"98133",47.7329,-122.356,1180,8100 +"2413910120","20140702T000000",915000,3,4.5,3850,62726,"2",0,0,3,10,3120,730,2013,0,"98053",47.6735,-122.058,2630,46609 +"7787920180","20150504T000000",534950,5,2.5,3220,10572,"2",0,0,3,8,3220,0,2006,0,"98019",47.7268,-121.957,2890,9090 +"1283800110","20140506T000000",776000,4,2.5,3040,6425,"2",0,0,3,8,3040,0,2008,0,"98052",47.6788,-122.117,3040,7800 +"6140100028","20150501T000000",370000,3,1.75,1496,1423,"2",0,0,3,8,1248,248,2006,0,"98133",47.715,-122.355,1460,1423 +"1972200555","20140714T000000",610000,3,1.75,1630,1500,"3",0,0,3,8,1630,0,2014,0,"98103",47.6536,-122.354,1570,1335 +"6891100090","20141014T000000",850000,5,3.5,4200,5400,"2",0,0,3,9,3140,1060,2012,0,"98052",47.7077,-122.12,3300,5564 +"3438503021","20141105T000000",443000,3,2.5,2430,7049,"2",0,0,3,8,2430,0,2007,0,"98106",47.5399,-122.352,1770,7049 +"4233600150","20150203T000000",1.15e+006,5,4.25,4010,8252,"2",0,0,3,10,4010,0,2015,0,"98075",47.5974,-122.013,3370,8252 +"2770601782","20140801T000000",453000,3,2.5,1510,1618,"2.5",0,0,3,8,1330,180,2011,0,"98199",47.6515,-122.384,1350,1397 +"9268851020","20150410T000000",735000,4,3.5,2340,2810,"2",0,2,3,8,1730,610,2011,0,"98027",47.5403,-122.028,2600,2843 +"8682291050","20140708T000000",810000,2,2.75,2700,8572,"1",0,0,3,9,2700,0,2007,0,"98053",47.7236,-122.033,2680,8569 +"9468200109","20140617T000000",1.555e+006,3,3.5,4360,6240,"2",0,3,3,10,2960,1400,2008,0,"98103",47.6791,-122.354,1920,3910 +"2524069097","20140509T000000",2.23889e+006,5,6.5,7270,130017,"2",0,0,3,12,6420,850,2010,0,"98027",47.5371,-121.982,1800,44890 +"7625702441","20140808T000000",377500,3,2.5,1350,886,"3",0,0,3,8,1270,80,2006,0,"98136",47.5491,-122.387,1350,886 +"9521100866","20140618T000000",482000,3,3.25,1380,1120,"3",0,0,3,8,1380,0,2008,0,"98103",47.6617,-122.349,1310,1405 +"0148000072","20140818T000000",600000,2,2.5,1830,1988,"2",0,0,3,9,1530,300,2011,0,"98116",47.5779,-122.409,1800,2467 +"1493300057","20140807T000000",420000,3,2.5,1470,1571,"2",0,0,3,8,1180,290,2007,0,"98116",47.5722,-122.387,1580,4329 +"3304030220","20150421T000000",480000,4,2.5,2940,9172,"2",0,0,3,9,2940,0,2006,0,"98001",47.3444,-122.269,2660,7955 +"7625702277","20150331T000000",406000,2,2,1110,1095,"3",0,0,3,7,980,130,2008,0,"98136",47.5494,-122.388,1110,1083 +"1023059465","20140513T000000",505000,4,2.5,2790,5602,"2",0,0,3,8,2790,0,2009,0,"98059",47.4959,-122.15,2790,5309 +"3262300818","20150227T000000",1.865e+006,4,3.75,3790,8797,"2",0,0,3,11,3290,500,2006,0,"98039",47.6351,-122.236,2660,12150 +"2937300040","20141215T000000",942990,4,2.5,3570,6218,"2",0,0,3,9,3570,0,2014,0,"98052",47.7046,-122.123,3230,5972 +"2768100206","20141001T000000",440000,3,2.25,1230,1097,"3",0,0,3,8,1230,0,2009,0,"98107",47.6697,-122.372,1420,1437 +"7904700134","20140626T000000",390000,3,3.25,1370,913,"2",0,0,3,8,1100,270,2006,0,"98116",47.5636,-122.388,1370,915 +"9521100867","20140711T000000",475000,3,3.25,1380,1121,"3",0,0,3,8,1380,0,2008,0,"98103",47.6617,-122.349,1310,1405 +"1702901618","20150407T000000",420000,1,2,1070,675,"2",0,0,3,8,880,190,2007,0,"98118",47.5574,-122.284,1220,788 +"7237550100","20140825T000000",1.40876e+006,4,4,4920,50621,"2",0,0,3,10,4280,640,2012,0,"98053",47.6575,-122.006,4920,74052 +"7430500110","20141209T000000",1.378e+006,5,3.5,5150,12230,"2",0,2,3,10,3700,1450,2007,0,"98008",47.6249,-122.09,2940,13462 +"0603000555","20150302T000000",462500,6,3,2390,4000,"2",0,0,3,7,2390,0,2014,0,"98118",47.5173,-122.286,1680,5000 +"3304300300","20150507T000000",579950,4,2.75,2460,8643,"2",0,0,3,9,2460,0,2011,0,"98059",47.4828,-122.133,3110,8626 +"6453550090","20150505T000000",861111,4,2.5,3650,7090,"2",0,0,3,10,3650,0,2008,0,"98074",47.606,-122.052,3860,7272 +"2625069038","20141124T000000",1.45e+006,4,3.5,4300,108865,"2",0,0,3,11,4300,0,2014,0,"98074",47.6258,-122.005,4650,107498 +"1760650820","20150428T000000",290000,3,2.25,1610,3764,"2",0,0,3,7,1610,0,2012,0,"98042",47.3589,-122.083,1610,3825 +"9578060230","20140618T000000",535000,4,2.5,2610,4595,"2",0,0,3,8,2610,0,2008,0,"98028",47.7728,-122.235,2440,4588 +"3416600750","20150217T000000",585000,3,2.5,1750,1381,"3",0,0,3,8,1750,0,2008,0,"98122",47.6021,-122.294,1940,4800 +"2487200490","20140623T000000",670000,3,2.5,3310,5300,"2",0,2,3,8,2440,870,2008,0,"98136",47.5178,-122.389,2140,7500 +"8964800330","20150407T000000",3e+006,4,3.75,5090,14823,"1",0,0,3,11,4180,910,2013,0,"98004",47.62,-122.207,3030,12752 +"5637500082","20141203T000000",346000,3,2,1060,1184,"2",0,0,3,7,730,330,2006,0,"98136",47.5443,-122.385,1270,1601 +"0324069112","20140617T000000",1.325e+006,4,4,4420,16526,"2",0,0,3,11,4420,0,2013,0,"98075",47.5914,-122.027,3510,50447 +"0524059322","20150226T000000",999999,3,2.5,2100,4097,"2",0,0,3,9,2100,0,2008,0,"98004",47.5983,-122.2,1780,4764 +"0889000025","20140811T000000",599000,3,1.75,1650,1180,"3",0,0,3,8,1650,0,2014,0,"98105",47.6636,-122.319,1720,1960 +"2909310100","20141015T000000",332000,4,2.5,2380,5737,"2",0,0,3,7,2380,0,2010,0,"98023",47.2815,-122.356,2380,5396 +"8562780180","20140612T000000",336750,2,2.25,1170,1011,"2",0,0,3,7,1170,0,2009,0,"98027",47.5321,-122.073,1240,750 +"1043000100","20141211T000000",370000,4,2.5,2531,6843,"2",0,0,3,8,2531,0,2013,0,"98030",47.385,-122.189,2604,6238 +"1865400076","20140509T000000",324000,3,2.25,998,904,"2",0,0,3,7,798,200,2007,0,"98117",47.6983,-122.367,998,1110 +"8902000201","20150219T000000",338500,3,2.25,1333,1470,"3",0,3,3,7,1333,0,2009,0,"98125",47.7058,-122.302,1360,1680 +"0715010530","20150113T000000",1.88158e+006,5,3.5,4410,13000,"2",0,3,3,10,2920,1490,2014,0,"98006",47.5382,-122.111,5790,12969 +"4253400100","20150410T000000",402723,3,2.75,1160,1073,"2",0,0,3,7,880,280,2007,0,"98144",47.5788,-122.315,1250,5400 +"3874900085","20150227T000000",715000,4,3.25,2630,7770,"2",0,0,3,9,2630,0,2014,0,"98126",47.5459,-122.377,1370,7770 +"1972200227","20141007T000000",459000,3,1.5,1160,1031,"3",0,0,3,8,1160,0,2008,0,"98103",47.6538,-122.357,1268,1688 +"8562770720","20150423T000000",589999,3,2.5,2140,3628,"2",0,0,3,8,1960,180,2006,0,"98027",47.537,-122.074,2280,2812 +"6669080120","20141215T000000",405000,4,2.5,1980,5020,"2",0,0,3,7,1980,0,2007,0,"98056",47.5147,-122.19,1980,5064 +"9211010300","20140707T000000",509900,3,2.5,3030,9053,"2",0,0,3,8,3030,0,2009,0,"98059",47.4945,-122.149,3010,6026 +"3277800823","20140820T000000",327000,2,2,1490,1627,"2",0,0,3,8,1190,300,2009,0,"98126",47.5455,-122.375,1400,1498 +"8835770330","20140819T000000",1.057e+006,2,1.5,2370,184231,"2",0,0,3,11,2370,0,2005,0,"98045",47.4543,-121.778,3860,151081 +"1220000371","20141231T000000",327500,3,2.5,1820,1866,"2",0,0,3,8,1570,250,2008,0,"98166",47.4643,-122.346,1660,6900 +"0880000205","20140729T000000",249000,3,2,1260,1125,"2",0,0,3,7,810,450,2011,0,"98106",47.5262,-122.361,1260,1172 +"1561750040","20141224T000000",1.375e+006,5,4.5,4350,13405,"2",0,0,3,11,4350,0,2014,0,"98074",47.6018,-122.06,3990,7208 +"0688000017","20140627T000000",516500,1,1.25,1100,638,"3",0,0,3,9,1100,0,2014,0,"98112",47.6228,-122.307,1110,1933 +"2522059251","20150409T000000",465000,3,2.5,2050,15035,"2",0,0,3,9,2050,0,2006,0,"98042",47.3619,-122.122,1300,15836 +"2855000110","20140808T000000",388000,3,2.5,2198,6222,"2",0,2,3,8,2198,0,2010,0,"98198",47.3906,-122.304,2198,7621 +"6821101731","20140930T000000",549000,3,2.25,1230,1380,"3",0,0,3,8,1230,0,2013,0,"98199",47.6521,-122.4,1760,5664 +"0476000017","20141003T000000",553000,2,2,1400,1512,"2",0,0,3,8,940,460,2006,0,"98107",47.6719,-122.392,1400,3500 +"2770603523","20150422T000000",530000,3,2.5,1410,1250,"2",0,0,3,8,1140,270,2010,0,"98119",47.6515,-122.375,1720,2825 +"2255500123","20140820T000000",747450,3,2.5,2110,1339,"2",0,0,3,8,1410,700,2014,0,"98122",47.6088,-122.311,1630,2670 +"3438501329","20140520T000000",305000,2,2.5,1590,2656,"2",0,0,3,7,1220,370,2009,0,"98106",47.5489,-122.364,1590,2306 +"0423059387","20141118T000000",540000,5,2.5,3370,4850,"2",0,0,3,9,3370,0,2007,0,"98056",47.5078,-122.169,2900,5570 +"6664500090","20150115T000000",750000,5,4,4500,8130,"2",0,0,3,10,4500,0,2007,0,"98059",47.4832,-122.145,2840,8402 +"2122059216","20150414T000000",422000,4,2.5,2930,5973,"2",0,0,3,10,2930,0,2008,0,"98030",47.3846,-122.186,3038,7095 +"9406530090","20141020T000000",337000,4,2.5,2470,5100,"2",0,0,3,8,2470,0,2005,0,"98038",47.3622,-122.041,2240,5123 +"7168100015","20141009T000000",579950,5,2.75,3080,5752,"2",0,0,3,9,3080,0,2014,0,"98059",47.4922,-122.153,3000,4650 +"5007500120","20150226T000000",341780,4,2.75,2260,4440,"2",0,0,3,7,2260,0,2014,0,"98001",47.3507,-122.291,2260,4563 +"3528900770","20150423T000000",710200,4,3,1670,2642,"2",0,0,3,8,1350,320,2008,0,"98109",47.6397,-122.345,1670,2594 +"9521100031","20140618T000000",690000,3,3.25,1540,1428,"3",0,0,3,9,1540,0,2013,0,"98103",47.6648,-122.353,1660,3300 +"0524059330","20150130T000000",1.7e+006,4,3.5,3830,8963,"2",0,0,3,10,3120,710,2014,0,"98004",47.599,-122.197,2190,10777 +"6021503705","20141015T000000",329000,2,2.5,980,1020,"3",0,0,3,8,980,0,2008,0,"98117",47.6844,-122.387,980,1023 +"3438501862","20140513T000000",330000,3,2.5,1450,5008,"1",0,0,3,7,840,610,2007,0,"98106",47.5435,-122.357,2120,5019 +"3345700207","20150502T000000",608500,4,3.5,2850,5577,"2",0,0,3,8,1950,900,2014,0,"98056",47.5252,-122.192,2850,5708 +"6056111067","20140707T000000",230000,3,1.75,1140,1201,"2",0,0,3,8,1140,0,2014,0,"98108",47.5637,-122.295,1210,1552 +"8562790760","20140520T000000",785000,4,3.5,3070,4684,"2",0,0,3,10,2190,880,2009,0,"98027",47.5316,-122.076,2290,2664 +"1931300090","20140507T000000",610950,3,3,1680,1570,"3",0,0,3,8,1680,0,2014,0,"98103",47.6572,-122.346,1640,4800 +"9578500790","20141111T000000",399950,3,2.5,3087,5002,"2",0,0,3,8,3087,0,2014,0,"98023",47.2974,-122.349,2927,5183 +"9253900271","20150107T000000",3.567e+006,5,4.5,4850,10584,"2",1,4,3,10,3540,1310,2007,0,"98008",47.5943,-122.11,3470,18270 +"3881900317","20150123T000000",579000,4,3.25,1900,2631,"2",0,0,3,9,1250,650,2014,0,"98144",47.5869,-122.311,1710,4502 +"0567000385","20140623T000000",362500,2,1.5,940,1768,"2",0,0,3,7,940,0,2009,0,"98144",47.5925,-122.295,1130,1159 +"7011201004","20140529T000000",645000,3,3.25,1730,1229,"2",0,2,3,9,1320,410,2008,0,"98119",47.6374,-122.369,1710,1686 +"7853420110","20141003T000000",594866,3,3,2780,6000,"2",0,0,3,9,2780,0,2013,0,"98065",47.5184,-121.886,2850,6000 +"7853420110","20150504T000000",625000,3,3,2780,6000,"2",0,0,3,9,2780,0,2013,0,"98065",47.5184,-121.886,2850,6000 +"3052700432","20141112T000000",490000,3,2.25,1500,1290,"2",0,0,3,8,1220,280,2006,0,"98117",47.6785,-122.375,1460,1375 +"2025049203","20140610T000000",399950,2,1,710,1157,"2",0,0,4,7,710,0,1943,0,"98102",47.6413,-122.329,1370,1173 +"0952006823","20141202T000000",380000,3,2.5,1260,900,"2",0,0,3,7,940,320,2007,0,"98116",47.5621,-122.384,1310,1415 +"3832050760","20140828T000000",270000,3,2.5,1870,5000,"2",0,0,3,7,1870,0,2009,0,"98042",47.3339,-122.055,2170,5399 +"2767604724","20141015T000000",505000,2,2.5,1430,1201,"3",0,0,3,8,1430,0,2009,0,"98107",47.6707,-122.381,1430,1249 +"6632300207","20150305T000000",385000,3,2.5,1520,1488,"3",0,0,3,8,1520,0,2006,0,"98125",47.7337,-122.309,1520,1497 +"2767600688","20141113T000000",414500,2,1.5,1210,1278,"2",0,0,3,8,1020,190,2007,0,"98117",47.6756,-122.375,1210,1118 +"7570050450","20140910T000000",347500,3,2.5,2540,4760,"2",0,0,3,8,2540,0,2010,0,"98038",47.3452,-122.022,2540,4571 +"7430200100","20140514T000000",1.2225e+006,4,3.5,4910,9444,"1.5",0,0,3,11,3110,1800,2007,0,"98074",47.6502,-122.066,4560,11063 +"4140940150","20141002T000000",572000,4,2.75,2770,3852,"2",0,0,3,8,2770,0,2014,0,"98178",47.5001,-122.232,1810,5641 +"1931300412","20150416T000000",475000,3,2.25,1190,1200,"3",0,0,3,8,1190,0,2008,0,"98103",47.6542,-122.346,1180,1224 +"8672200110","20150317T000000",1.088e+006,5,3.75,4170,8142,"2",0,2,3,10,4170,0,2006,0,"98056",47.5354,-122.181,3030,7980 +"5087900040","20141017T000000",350000,4,2.75,2500,5995,"2",0,0,3,8,2500,0,2008,0,"98042",47.3749,-122.107,2530,5988 +"1972201967","20141031T000000",520000,2,2.25,1530,981,"3",0,0,3,8,1480,50,2006,0,"98103",47.6533,-122.346,1530,1282 +"7502800100","20140813T000000",679950,5,2.75,3600,9437,"2",0,0,3,9,3600,0,2014,0,"98059",47.4822,-122.131,3550,9421 +"0191100405","20150421T000000",1.575e+006,4,3.25,3410,10125,"2",0,0,3,10,3410,0,2007,0,"98040",47.5653,-122.223,2290,10125 +"8956200760","20141013T000000",541800,4,2.5,3118,7866,"2",0,2,3,9,3118,0,2014,0,"98001",47.2931,-122.264,2673,6500 +"7202300110","20140915T000000",810000,4,3,3990,7838,"2",0,0,3,9,3990,0,2003,0,"98053",47.6857,-122.046,3370,6814 +"0249000205","20141015T000000",1.537e+006,5,3.75,4470,8088,"2",0,0,3,11,4470,0,2008,0,"98004",47.6321,-122.2,2780,8964 +"5100403806","20150407T000000",467000,3,2.5,1425,1179,"3",0,0,3,8,1425,0,2008,0,"98125",47.6963,-122.318,1285,1253 +"0844000965","20140626T000000",224000,3,1.75,1500,11968,"1",0,0,3,6,1500,0,2014,0,"98010",47.3095,-122.002,1320,11303 +"7852140040","20140825T000000",507250,3,2.5,2270,5536,"2",0,0,3,8,2270,0,2003,0,"98065",47.5389,-121.881,2270,5731 +"9834201367","20150126T000000",429000,3,2,1490,1126,"3",0,0,3,8,1490,0,2014,0,"98144",47.5699,-122.288,1400,1230 +"3448900210","20141014T000000",610685,4,2.5,2520,6023,"2",0,0,3,9,2520,0,2014,0,"98056",47.5137,-122.167,2520,6023 +"7936000429","20150326T000000",1.0075e+006,4,3.5,3510,7200,"2",0,0,3,9,2600,910,2009,0,"98136",47.5537,-122.398,2050,6200 +"2997800021","20150219T000000",475000,3,2.5,1310,1294,"2",0,0,3,8,1180,130,2008,0,"98116",47.5773,-122.409,1330,1265 +"0263000018","20140521T000000",360000,3,2.5,1530,1131,"3",0,0,3,8,1530,0,2009,0,"98103",47.6993,-122.346,1530,1509 +"6600060120","20150223T000000",400000,4,2.5,2310,5813,"2",0,0,3,8,2310,0,2014,0,"98146",47.5107,-122.362,1830,7200 +"1523300141","20140623T000000",402101,2,0.75,1020,1350,"2",0,0,3,7,1020,0,2009,0,"98144",47.5944,-122.299,1020,2007 +"0291310100","20150116T000000",400000,3,2.5,1600,2388,"2",0,0,3,8,1600,0,2004,0,"98027",47.5345,-122.069,1410,1287 +"1523300157","20141015T000000",325000,2,0.75,1020,1076,"2",0,0,3,7,1020,0,2008,0,"98144",47.5941,-122.299,1020,1357 diff --git a/test/data/csv/missing_values.csv b/test/data/csv/missing_values.csv new file mode 100644 index 0000000..e67270f --- /dev/null +++ b/test/data/csv/missing_values.csv @@ -0,0 +1,7 @@ +-1, rheumatoid arthritis expert tip info article treatment option support, understand rheumatoid arthritis everyday health, understand rheumatoid arthritis, understand rheumatoid arthritis everyday health root root act consumer root content everyday solution understand rheumatoid arthritis future ra treatment advance rheumatoid arthritis treatment expect future lead researcher ra treatment research exercise ra check tip slideshow help create workout program ra fitness tip question doctor print list rheumatoid arthritis question doctor visit list ra question understand rheumatoid arthritis tip manage rheumatoid arthritis pain mak key change help manage rheumatoid arthritis pain ease joint pain strive eat balance diet help healthy weight sufficient vitamin mineral counter chronic inflammation tip ease rheumatoid arthritis pain cause rheumatoid arthritis inflammation rheumatoid arthritis ra symptom cause inflammation learn inflammation lead ra symptom joint pain stiffness plus discover cause rheumatoid arthritis rheumatoid arthritis inflammation rheumatoid arthritis management research rheumatoid arthritis research lifestyle choice day impact ra symptom example people ra experience depression treate depression help people manage ra control ra rheumatoid arthritis expert yoga ra yoga safe exercise option person rheumatoid arthritis read dr susan lee answer root act consumer rheumatoid arthritis poll lifestyle change help manage ra pain please select option eat healthy balance diet muscle strengthen aerobic exercise sleep night try reduce manage stress technique haven lifestyle change toolkit healthy recipe shop list meal planner recipe box tool root act consumer enter search term register sign newsletter home health common condition add adhd addiction allergy alternative health alzheimer disease anxiety disorder arthritis asthma autism autoimmune disorder bipolar disorder pain breast cancer cancer cardiovascular health cold flu dental health depression 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calculator body fat calculator brain game conversion calculator glossary glucose tracker meal planner calorie counter photo gallery recipe box symptom checker video weight tracker everyday health edit profile inbox discussion blog friend tool copyright everyday health inc everydayhealth com everyday health inc help ad policy advertise link feedback advertise notice site third party advertisement site collect information visit site website provide advertisement service obtain information advertise practice choice online behavioral advertise please click material web site provide educational purpose medical advice diagnosis treatment additional information site subject term privacy policy site comply honcode standard trustworthy health information verify +-1, ,practice location, , practice location arthritis rheumatology pllc rheumatology specialist anju varghese board certify internal medicine rheumatology practice limit rheumatology subtitle text home practice location patient resource rockland county ny medical park dr lower level pomona ny phone fax route exit palisad parkway westchester county ny north broadway nd floor yonker ny phone fax st john riverside hospital exit sawmill river parkway accept patient participate health insurance health plan content copyright host exchange +-1, siemen water remediation water scarce resource siemen help preserve, siemen usa, , siemen usa skip content siemen skip site identifier siemen usa close site id layer skip language selection skip generic navigation contact skip search search industry energy healthcare business product industry solution motor drive build technology industry automation financial solution solution service lighte osram sylvania product lifecycle management mobility water technology power generation power transmission power distribution automation control protection electrical compression expansion ventilation mechanical drive service financial solution solution service diagnostic image therapy hear aid 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newline at end of file diff --git a/test/data/csv/mock_datasplitter_output/excel.csv b/test/data/csv/mock_datasplitter_output/excel.csv new file mode 100644 index 0000000..3a380cb --- /dev/null +++ b/test/data/csv/mock_datasplitter_output/excel.csv @@ -0,0 +1,4 @@ +1,2,"a +b",2.0 +"c,d,e",f,3.0,'hi' +"""hi""","h""i",h'i,bye diff --git a/test/data/csv/mock_datasplitter_output/manual.csv b/test/data/csv/mock_datasplitter_output/manual.csv new file mode 100644 index 0000000..3778d0e --- /dev/null +++ b/test/data/csv/mock_datasplitter_output/manual.csv @@ -0,0 +1 @@ +1,2,3,4 5,6,7,8 9,10,11,12 13,14,15,16 17,18,19,20 21,22,23,24 25,26,27,28 29,30,31,32 \ No newline at end of file diff --git a/test/data/csv/mock_datasplitter_output/newline.csv b/test/data/csv/mock_datasplitter_output/newline.csv new file mode 100644 index 0000000..26d828b --- /dev/null +++ b/test/data/csv/mock_datasplitter_output/newline.csv @@ -0,0 +1,10 @@ +1,2,3,4 +2,3,4,5 +3,4,5,6 +4,5,6,7 +5,6,7,8 +6,7,8,9 +7,8,9,10 +8,9,10,11 +9,10,11,12 +10,11,12,13 diff --git a/test/data/csv/mock_datasplitter_output/oneline.csv b/test/data/csv/mock_datasplitter_output/oneline.csv new file mode 100644 index 0000000..7027d1a --- /dev/null +++ b/test/data/csv/mock_datasplitter_output/oneline.csv @@ -0,0 +1 @@ +col0,col1,col2,class \ No newline at end of file diff --git a/test/data/csv/regression_na_labels.csv b/test/data/csv/regression_na_labels.csv new file mode 100644 index 0000000..8a54369 --- /dev/null +++ b/test/data/csv/regression_na_labels.csv @@ -0,0 +1,5 @@ +1, 2, 3, 1.1 +4, string, 5, 2.2 +6, 7, 8, string +9, 10, 11, inf +12, 13, 14, 3.3 \ No newline at end of file diff --git a/test/test_automl_transformer.py b/test/test_automl_transformer.py new file mode 100644 index 0000000..5b67884 --- /dev/null +++ b/test/test_automl_transformer.py @@ -0,0 +1,91 @@ +# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"). You +# may not use this file except in compliance with the License. A copy of +# the License is located at +# +# http://aws.amazon.com/apache2.0/ +# +# or in the "license" file accompanying this file. This file is +# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF +# ANY KIND, either express or implied. See the License for the specific +# language governing permissions and limitations under the License. + +import numpy as np +import pytest +from scipy.sparse import csr_matrix + +from sklearn.decomposition import PCA +from sklearn.impute import SimpleImputer +from sklearn.pipeline import Pipeline +from sklearn.preprocessing import LabelEncoder +from sklearn.preprocessing import FunctionTransformer +from sagemaker_sklearn_extension.externals import AutoMLTransformer +from sagemaker_sklearn_extension.externals import Header +from sagemaker_sklearn_extension.externals import read_csv_data +from sagemaker_sklearn_extension.preprocessing import NALabelEncoder +from sagemaker_sklearn_extension.impute import RobustImputer + + +def to_csr(X): + return csr_matrix(X.shape, dtype=np.int8) + + +impute_pca_pipeline = Pipeline(steps=[("impute", SimpleImputer()), ("pca", PCA(n_components=2))]) + + +@pytest.mark.parametrize( + "feature_transformer, target_transformer, " "expected_X_transformed_shape, expected_Xy_transformed_shape", + [ + (impute_pca_pipeline, LabelEncoder(), (10, 2), (10, 3)), + (impute_pca_pipeline, NALabelEncoder(), (10, 2), (9, 3)), + (FunctionTransformer(to_csr, validate=False), None, (10, 3), (9, 4)), + ], +) +def test_automl_transformer( + feature_transformer, target_transformer, expected_X_transformed_shape, expected_Xy_transformed_shape +): + X = np.arange(0, 3 * 10).reshape((10, 3)).astype(np.str) + y = np.array([0] * 5 + [1] * 4 + [np.nan]).astype(np.str) + + header = Header(column_names=["x1", "x2", "x3", "class"], target_column_name="class") + automl_transformer = AutoMLTransformer( + header=header, feature_transformer=feature_transformer, target_transformer=target_transformer, + ) + + model = automl_transformer.fit(X, y) + + X_transformed = model.transform(X) + assert X_transformed.shape == expected_X_transformed_shape + + Xy = np.column_stack([X, y]) + + Xy_transformed = model.transform(Xy) + assert Xy_transformed.shape == expected_Xy_transformed_shape + + with pytest.raises(ValueError): + model.transform(X[:, 2:]) + + +def test_automl_transformer_regression(): + """Tests that rows in a regression dataset where the target column is not a finite numeric are imputed""" + data = read_csv_data(source="test/data/csv/regression_na_labels.csv") + X = data[:, :3] + y = data[:, 3] + header = Header(column_names=["x1", "x2", "x3", "class"], target_column_name="class") + automl_transformer = AutoMLTransformer( + header=header, + feature_transformer=RobustImputer(strategy="constant", fill_values=0), + target_transformer=NALabelEncoder(), + ) + model = automl_transformer.fit(X, y) + X_transformed = model.transform(X) + assert X_transformed.shape == X.shape + + Xy = np.concatenate((X, y.reshape(-1, 1)), axis=1) + + Xy_transformed = model.transform(Xy) + assert Xy_transformed.shape == (3, 4) + assert np.array_equal( + Xy_transformed, np.array([[1.1, 1.0, 2.0, 3.0], [2.2, 4.0, 0.0, 5.0], [3.3, 12.0, 13.0, 14.0]]) + ) diff --git a/test/test_common.py b/test/test_common.py new file mode 100644 index 0000000..d01cce8 --- /dev/null +++ b/test/test_common.py @@ -0,0 +1,53 @@ +# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"). You +# may not use this file except in compliance with the License. A copy of +# the License is located at +# +# http://aws.amazon.com/apache2.0/ +# +# or in the "license" file accompanying this file. This file is +# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF +# ANY KIND, either express or implied. See the License for the specific +# language governing permissions and limitations under the License. + +""" +General tests for all estimators in sagemaker-sklearn-extension. +""" +import pytest + +from sklearn.utils.estimator_checks import check_estimator + +from sagemaker_sklearn_extension.feature_extraction.text import MultiColumnTfidfVectorizer +from sagemaker_sklearn_extension.feature_extraction.date_time import DateTimeVectorizer +from sagemaker_sklearn_extension.impute import RobustImputer +from sagemaker_sklearn_extension.impute import RobustMissingIndicator +from sagemaker_sklearn_extension.preprocessing import LogExtremeValuesTransformer +from sagemaker_sklearn_extension.preprocessing import NALabelEncoder +from sagemaker_sklearn_extension.preprocessing import QuadraticFeatures +from sagemaker_sklearn_extension.preprocessing import QuantileExtremeValuesTransformer +from sagemaker_sklearn_extension.preprocessing import RemoveConstantColumnsTransformer +from sagemaker_sklearn_extension.preprocessing import RobustLabelEncoder +from sagemaker_sklearn_extension.preprocessing import RobustStandardScaler +from sagemaker_sklearn_extension.preprocessing import ThresholdOneHotEncoder + + +@pytest.mark.parametrize( + "Estimator", + [ + DateTimeVectorizer, + LogExtremeValuesTransformer, + MultiColumnTfidfVectorizer, + NALabelEncoder, + QuadraticFeatures, + QuantileExtremeValuesTransformer, + RobustImputer, + RemoveConstantColumnsTransformer, + RobustLabelEncoder, + RobustMissingIndicator, + RobustStandardScaler, + ThresholdOneHotEncoder, + ], +) +def test_all_estimators(Estimator): + return check_estimator(Estimator) diff --git a/test/test_data.py b/test/test_data.py new file mode 100644 index 0000000..f83c261 --- /dev/null +++ b/test/test_data.py @@ -0,0 +1,131 @@ +# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"). You +# may not use this file except in compliance with the License. A copy of +# the License is located at +# +# http://aws.amazon.com/apache2.0/ +# +# or in the "license" file accompanying this file. This file is +# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF +# ANY KIND, either express or implied. See the License for the specific +# language governing permissions and limitations under the License. + +import numpy as np +import pytest +from scipy.sparse import csr_matrix, issparse + +from sagemaker_sklearn_extension.preprocessing import QuadraticFeatures, RobustStandardScaler +from sklearn.utils.testing import assert_array_almost_equal, assert_array_equal + + +def _n_choose_2(n): + """Calculates the number of 2-combinations of n elements.""" + return (n * (n - 1)) // 2 + + +X = np.array([[1.0, 5.0], [2.0, 3.0], [1.0, 1.0],]) +X_sparse = csr_matrix(X) +X_standardized = (X - np.mean(X, axis=0)) / np.std(X, axis=0) + +X_small = np.arange(6).reshape((2, 3)) +X_small_n_rows, X_small_n_cols = X_small.shape +X_small_n_col_combinations = _n_choose_2(X_small_n_cols) + +X_low_nnz = np.array( + [[1.0, 5.0, 0], [2.0, 0.0, 0], [2.0, 1.0, 0], [1.0, 0.0, 1], [2.0, 3.0, 0], [3.0, 0.0, 3], [4.0, 5.0, 0],] +) +low_nnz_mask = np.where((np.count_nonzero(X_low_nnz, axis=0) / X_low_nnz.shape[0]) > 0.3, 1, 0) +X_low_nnz_standardized = (X_low_nnz - np.mean(X_low_nnz, axis=0) * low_nnz_mask) / np.std(X_low_nnz, axis=0) + + +def test_quadratic_features_explicit(): + """Explicitly test the return value for a small float-filled input matrix.""" + X_observed = QuadraticFeatures().fit_transform(X_standardized) + X_expected = np.hstack( + [ + X_standardized, + (X_standardized[:, 0] * X_standardized[:, 0]).reshape((-1, 1)), + (X_standardized[:, 1] * X_standardized[:, 1]).reshape((-1, 1)), + (X_standardized[:, 0] * X_standardized[:, 1]).reshape((-1, 1)), + ] + ) + assert_array_equal(X_observed, X_expected) + + +def test_quadratic_features_max_n_features(): + """Test that small but valid ``max_n_features`` produces a non-complete set of combinations.""" + transformer = QuadraticFeatures(max_n_features=5) + transformer.fit(X_small) + assert len(transformer.combinations_) == 5 - X_small_n_cols + + +@pytest.mark.parametrize( + ["include_bias", "max_n_features"], + [ + # Exactly at limit of what's allowed. + (False, X_small_n_col_combinations), + (True, X_small_n_col_combinations + 1), + # Smaller than limit of what's allowed. + (False, X_small_n_col_combinations - 1), + (True, X_small_n_col_combinations - 1), + ], +) +def test_quadratic_features_max_n_features_too_small(include_bias, max_n_features): + """Test that when the ``max_n_features`` parameter is too small, an exception is raised.""" + transformer = QuadraticFeatures(include_bias=include_bias, max_n_features=max_n_features,) + with pytest.raises(ValueError): + transformer.fit(X_small) + + +def test_quadratic_features_random_state_invariance(): + """Test that the exact same input is produced when using the same random seed.""" + transformer1 = QuadraticFeatures(random_state=0) + transformer2 = QuadraticFeatures(random_state=0) + X1 = transformer1.fit_transform(X_small) + X2 = transformer2.fit_transform(X_small) + assert np.all(X1 == X2) + + +@pytest.mark.parametrize( + ["include_bias", "interaction_only", "n_output_features"], + [ + (False, False, X_small_n_cols + 2 * X_small_n_col_combinations), + (True, False, X_small_n_cols + 2 * X_small_n_col_combinations + 1), + (False, True, X_small_n_cols + X_small_n_col_combinations), + (True, True, X_small_n_cols + X_small_n_col_combinations + 1), + ], +) +def test_quadratic_features_shape(include_bias, interaction_only, n_output_features): + """Test that various parameter values produce expected resulting data shapes.""" + transformer = QuadraticFeatures(include_bias=include_bias, interaction_only=interaction_only,) + XQ = transformer.fit_transform(X_small) + assert XQ.shape == (X_small_n_rows, n_output_features) + + +def test_quadratic_features_single_column_input_explicit(): + """Test that using a single-column matrix as input produces the expected output.""" + X_observed = QuadraticFeatures().fit_transform(X_standardized[:, 0].reshape((-1, 1))) + X_expected = np.hstack([X_standardized[:, [0]], (X_standardized[:, 0] * X_standardized[:, 0]).reshape((-1, 1)),]) + assert_array_equal(X_observed, X_expected) + + +def test_robust_standard_scaler_dense(): + scaler = RobustStandardScaler() + X_observed = scaler.fit_transform(X) + + assert_array_equal(X_observed, X_standardized) + + +def test_robust_standard_scaler_sparse(): + scaler = RobustStandardScaler() + X_observed = scaler.fit_transform(X_sparse) + + assert issparse(X_observed) + assert_array_almost_equal(X_observed.toarray(), X / np.std(X, axis=0)) + + +def test_robust_standard_dense_with_low_nnz_columns(): + scaler = RobustStandardScaler() + X_observed = scaler.fit_transform(X_low_nnz) + assert_array_almost_equal(X_observed, X_low_nnz_standardized) diff --git a/test/test_date_time.py b/test/test_date_time.py new file mode 100644 index 0000000..58e66b1 --- /dev/null +++ b/test/test_date_time.py @@ -0,0 +1,190 @@ +# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"). You +# may not use this file except in compliance with the License. A copy of +# the License is located at +# +# http://aws.amazon.com/apache2.0/ +# +# or in the "license" file accompanying this file. This file is +# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF +# ANY KIND, either express or implied. See the License for the specific +# language governing permissions and limitations under the License. + +import numpy as np +import pytest + +from sklearn.utils.testing import assert_array_equal +from dateutil import parser + +from sagemaker_sklearn_extension.feature_extraction.date_time import DateTimeVectorizer, DateTimeDefinition + + +data_array = [ + [parser.parse("Jan 5th, 2012, 12:34am")], + [parser.parse("Feb 2, 2011, 2:34:04am")], + [parser.parse("Jan 1st, 2012, 11:59:59pm")], + [parser.parse("Dec 2th, 2012, 12:00am")], + [parser.parse("Jan 3th, 2012, 12:34am")], + [parser.parse("Jan 3th, 2018, 1:34am")], +] + +data = np.array(data_array) + + +@pytest.mark.parametrize("data_shape", [(2, 3), (2, 3, 4), (2,)]) +def test_cyclic_transform_outputs_correct_shape(data_shape): + size = int(np.prod(data_shape)) + data = np.arange(size).reshape(data_shape) + ret = DateTimeVectorizer._cyclic_transform(data, low=0, high=size - 1) + + new_shape = list(data_shape) + new_shape[-1] *= 2 + new_shape = tuple(new_shape) + assert ret.shape == new_shape + + ret = ret.reshape((-1, 2)) + ret = ret ** 2 + assert np.linalg.norm(np.sum(ret, axis=1) - 1) < 1e-8 + + +@pytest.mark.parametrize("mode", ["ordinal", "cyclic"]) +def test_fit_transform_works_with_non_np_input(mode): + dtv = DateTimeVectorizer( + mode=mode, + extract=[ + DateTimeDefinition.HOUR.value, + DateTimeDefinition.SECOND.value, + DateTimeDefinition.YEAR.value, + DateTimeDefinition.MONTH.value, + ], + ) + output = dtv.fit_transform(data_array) + assert output.shape[0] == len(data_array) + assert output.shape[1] > 1 + + +@pytest.mark.parametrize("data_shape", [(2, 3), (2, 3, 4), (2,)]) +def test_cyclic_transform_outputs_correct_cyclic_values(data_shape): + size = int(np.prod(data_shape)) + data = np.arange(size).reshape(data_shape) + ret = DateTimeVectorizer._cyclic_transform(data, low=0, high=size - 1) + ret = ret.reshape((-1, 2)) + ret = ret ** 2 + assert np.linalg.norm(np.sum(ret, axis=1) - 1) < 1e-8 + + +def test_fit_eliminates_constant_columns(): + dtv = DateTimeVectorizer( + mode="ordinal", + extract=[ + DateTimeDefinition.HOUR.value, + DateTimeDefinition.SECOND.value, + DateTimeDefinition.YEAR.value, + DateTimeDefinition.MONTH.value, + ], + ) + # taking only odd items. Year and month are always the same. + cur_data = data.reshape((-1, 2))[:, 0].reshape((-1, 1)) + dtv = dtv.fit(cur_data) + # Year and month are constants, make sure they are out + assert dtv.extract_ == [DateTimeDefinition.HOUR.value, DateTimeDefinition.SECOND.value] + + +@pytest.mark.parametrize("mode", ["ordinal", "cyclic"]) +def test_fit_eliminates_constant_columns_multicol_input(mode): + # set up data. Properties: + # Hour: Constant thrghout - eliminate + # Year: Constant in both, but has different value accross columns - should eliminate + # Month: Constant in column 2, not in 1 - should not eliminate + # Day of month: not constant in both columns - should not eliminate + col1 = [ + parser.parse("Jan 5th, 2012"), + parser.parse("Feb 2, 2012"), + parser.parse("Jan 1st, 2012"), + ] + col2 = [ + parser.parse("Dec 2th, 2013"), + parser.parse("Dec 3th, 2013"), + parser.parse("Dec 3th, 2013"), + ] + + cur_data = np.array([col1, col2]).T + + dtv = DateTimeVectorizer( + mode=mode, + extract=[ + DateTimeDefinition.HOUR.value, + DateTimeDefinition.DAY_OF_MONTH.value, + DateTimeDefinition.YEAR.value, + DateTimeDefinition.MONTH.value, + ], + ) + # taking only odd items. Year and month are always the same. + dtv = dtv.fit(cur_data) + # Year and month are constants, make sure they are out + assert dtv.extract_ == [DateTimeDefinition.DAY_OF_MONTH.value, DateTimeDefinition.MONTH.value] + + +def test_transform_categorical(): + extract_keys = [k for k in dir(DateTimeDefinition) if not k.startswith("_")] + extract = [DateTimeDefinition.__dict__[k].value for k in extract_keys] + dtv = DateTimeVectorizer(mode="ordinal", extract=extract, ignore_constant_columns=False) + dtv.fit(data) + output = dtv.transform(data) + + assert np.all(output >= 0) + + loc_year = extract_keys.index("YEAR") + assert_array_equal(output[:, loc_year], np.array([2012, 2011, 2012, 2012, 2012, 2018])) + + loc_month = extract_keys.index("MONTH") + assert_array_equal(output[:, loc_month], np.array([0, 1, 0, 11, 0, 0])) + + +def test_transform_cyclic_leaves_year(): + extract_keys = [k for k in dir(DateTimeDefinition) if not k.startswith("_")] + extract = [DateTimeDefinition.__dict__[k].value for k in extract_keys] + + dtv = DateTimeVectorizer(mode="cyclic", extract=extract, ignore_constant_columns=False) + dtv.fit(data) + output = dtv.transform(data) + + loc_year = extract_keys.index("YEAR") + loc_year *= 2 + assert_array_equal(output[:, loc_year], np.array([2012, 2011, 2012, 2012, 2012, 2018])) + + assert output.shape[1] == len(extract) * 2 - 1 + + +def test_fit_transform_cyclic_leaves_year(): + extract_keys = [k for k in dir(DateTimeDefinition) if not k.startswith("_")] + extract = [DateTimeDefinition.__dict__[k].value for k in extract_keys] + + dtv = DateTimeVectorizer(mode="cyclic", extract=extract, ignore_constant_columns=False) + output = dtv.fit_transform(data) + + loc_year = extract_keys.index("YEAR") + loc_year *= 2 + assert_array_equal(output[:, loc_year], np.array([2012, 2011, 2012, 2012, 2012, 2018])) + + assert output.shape[1] == len(dtv.extract_) * 2 - 1 + + +def test_fit_transform_accepts_mixed_str_datetime(): + cur_data_array = data_array + [["Feb 12th, 15:33, 2011"], ["Nov 5th, 1am, 1975"], [432], [None], ["Feb 45th, 2018"]] + + dtv = DateTimeVectorizer(mode="ordinal") + processed = dtv.fit_transform(cur_data_array) + year_location = dtv.extract_.index(DateTimeDefinition.YEAR.value) + assert processed[0, year_location] == 2012 + assert processed[-4, year_location] == 1975 + assert np.isnan(processed[-3, year_location]) + assert np.isnan(processed[-2, year_location]) + assert np.isnan(processed[-1, year_location]) + + dtv = DateTimeVectorizer(mode="cyclic") + processed = dtv.fit_transform(cur_data_array) + assert all(np.isnan(processed[-1])) + assert not any(np.isnan(processed[-4])) + assert not any(np.isnan(processed[0])) diff --git a/test/test_feature_extraction_text.py b/test/test_feature_extraction_text.py new file mode 100644 index 0000000..34e9ac2 --- /dev/null +++ b/test/test_feature_extraction_text.py @@ -0,0 +1,129 @@ +# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"). You +# may not use this file except in compliance with the License. A copy of +# the License is located at +# +# http://aws.amazon.com/apache2.0/ +# +# or in the "license" file accompanying this file. This file is +# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF +# ANY KIND, either express or implied. See the License for the specific +# language governing permissions and limitations under the License. + +import numpy as np +import pytest +import scipy.sparse as sp + +from sagemaker_sklearn_extension.feature_extraction.text import MultiColumnTfidfVectorizer + +from sklearn.feature_extraction.text import TfidfVectorizer + + +corpus = np.array( + [ + ["Cats eat rats.", "Rats are mammals."], + ["Dogs chase cats.", "Cats have ears."], + ["People like dogs.", "People are mammals."], + ["People hate rats.", "Rats are quite smart."], + ] +) + + +def test_multi_column_tfidf_vectorizer(): + vec = MultiColumnTfidfVectorizer() + output = vec.fit_transform(corpus) + + assert isinstance(output, sp.coo.coo_matrix) + + observed = output.todense() + expected = np.hstack( + [ + TfidfVectorizer().fit_transform(corpus[:, 0]).todense(), + TfidfVectorizer().fit_transform(corpus[:, 1]).todense(), + ] + ) + + np.testing.assert_array_equal(observed, expected) + + +def test_multi_column_tfidf_vectorizer_fit_dim_error(): + with pytest.raises(ValueError): + vec = MultiColumnTfidfVectorizer() + vec.fit(corpus[0]) + + +def test_multi_column_tfidf_vectorizer_transform_dim_error(): + with pytest.raises(ValueError): + vec = MultiColumnTfidfVectorizer() + vec.fit(corpus) + vec.transform(corpus[0]) + + +def test_multi_column_tfidf_vectorizer_vocabulary_sizes_large(): + vocabulary_sizes = [TfidfVectorizer().fit_transform(corpus[:, i]).shape[1] + 1 for i in range(corpus.shape[1])] + vectorizer = MultiColumnTfidfVectorizer(vocabulary_sizes=vocabulary_sizes) + observed = vectorizer.fit_transform(corpus) + assert observed.shape[1] == sum(vocabulary_sizes) + assert sp.issparse(observed) + + +def test_multi_column_tfidf_vectorizer_vocabulary_sizes_small(): + vocabulary_sizes = [TfidfVectorizer().fit_transform(corpus[:, i]).shape[1] - 1 for i in range(corpus.shape[1])] + vectorizer = MultiColumnTfidfVectorizer(vocabulary_sizes=vocabulary_sizes) + observed = vectorizer.fit_transform(corpus) + assert observed.shape[1] == sum(vocabulary_sizes) + assert sp.issparse(observed) + + +def test_multi_column_tfidf_vectorizer_vocabulary_sizes_error(): + with pytest.raises(ValueError): + vectorizer = MultiColumnTfidfVectorizer(vocabulary_sizes=[1]) + vectorizer.fit(corpus) + + +@pytest.mark.parametrize( + "kwargs, data, shape", + [ + ({"min_df": 0.9}, corpus, (4, 0)), + ({"max_df": 0.1}, corpus, (4, 0)), + ({"max_df": 0.9941}, np.array([[""], [""], [""]]), (3, 0)), + ], +) +def test_multi_column_tfidf_vectorizer_zero_output_tokens_ignore_zero_vocab_on(kwargs, data, shape): + """Tests for empty matrix when no terms remain after pruning""" + vec = MultiColumnTfidfVectorizer(**kwargs) + output = vec.fit_transform(data) + assert output.shape == shape + + +@pytest.mark.parametrize( + "kwargs, data", + [ + ({"min_df": 0.9, "ignore_columns_with_zero_vocabulary_size": False}, corpus), + ({"max_df": 0.1, "ignore_columns_with_zero_vocabulary_size": False}, corpus), + ({"max_df": 0.9941, "ignore_columns_with_zero_vocabulary_size": False}, np.array([[""], [""], [""]])), + ], +) +def test_multi_column_tfidf_vectorizer_zero_output_tokens_ignore_zero_vocab_off(kwargs, data): + """Tests for ValueError when no terms remain after pruning and `ignore_overpruned_columns=False`""" + with pytest.raises(ValueError): + vec = MultiColumnTfidfVectorizer(**kwargs) + vec.fit_transform(data) + + +@pytest.mark.parametrize("kwargs, output_shape", [({"min_df": 0.9}, (4, 3)), ({"max_df": 0.9}, (4, 8))]) +def test_multi_column_tfidf_vectorizer_one_column_zero_output_tokens(kwargs, output_shape): + """Tests that a TF-IDF document-term matrix is still returned when only one column breaks""" + corpus = np.array( + [ + ["Cats eat rats.", "Rats are mammals."], + ["Dogs chase cats.", "Rats are mammals."], + ["People like dogs.", "Rats are mammals."], + ["People hate rats.", "Rats are mammals."], + ] + ) + + vec = MultiColumnTfidfVectorizer(**kwargs) + output = vec.fit_transform(corpus) + assert output.shape == output_shape diff --git a/test/test_header.py b/test/test_header.py new file mode 100644 index 0000000..c9054a0 --- /dev/null +++ b/test/test_header.py @@ -0,0 +1,61 @@ +# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"). You +# may not use this file except in compliance with the License. A copy of +# the License is located at +# +# http://aws.amazon.com/apache2.0/ +# +# or in the "license" file accompanying this file. This file is +# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF +# ANY KIND, either express or implied. See the License for the specific +# language governing permissions and limitations under the License. + +import pytest + +from sagemaker_sklearn_extension.externals import Header + + +@pytest.mark.parametrize("names, col_idx, feature_idx", [(["a"], [0], [0]), (["a", "c"], [0, 2], [0, 1])]) +def test_header_happy(names, col_idx, feature_idx): + h = Header(column_names=["a", "b", "c"], target_column_name="b") + assert h.target_column_index == 1 + assert h.as_feature_indices(names) == feature_idx + assert h.as_column_indices(names) == col_idx + assert h.num_features == 2 + assert h.num_columns == 3 + + +def test_header_errors_target_missing(): + with pytest.raises(ValueError): + Header(column_names=["a", "b"], target_column_name="c") + + +@pytest.mark.parametrize("column_names, target_column", [(["a", "b", "b", "c"], "c"), (["a", "b", "c", "c"], "c")]) +def test_header_errors_duplicate_columns(column_names, target_column): + with pytest.raises(ValueError): + Header(column_names=column_names, target_column_name=target_column) + + +@pytest.mark.parametrize( + "names, error_regex", + [(["unknown"], "'unknown' is an unknown feature name"), (["b"], "'b' is the target column name.")], +) +def test_header_error_as_feature_indices(names, error_regex): + h = Header(column_names=["a", "b", "c"], target_column_name="b") + assert h.target_column_index == 1 + with pytest.raises(ValueError) as err: + h.as_feature_indices(names) + err.match(error_regex) + + +def test_header_error_as_column_index(): + h = Header(column_names=["a", "b", "c"], target_column_name="b") + assert h.target_column_index == 1 + with pytest.raises(ValueError): + h.as_column_indices(["unknown"]) + + +def test_header_feature_column_index_order(): + h = Header(column_names=["a", "b", "c", "d"], target_column_name="c") + assert h.feature_column_indices == [0, 1, 3] diff --git a/test/test_impute.py b/test/test_impute.py new file mode 100644 index 0000000..00db7b7 --- /dev/null +++ b/test/test_impute.py @@ -0,0 +1,93 @@ +# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"). You +# may not use this file except in compliance with the License. A copy of +# the License is located at +# +# http://aws.amazon.com/apache2.0/ +# +# or in the "license" file accompanying this file. This file is +# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF +# ANY KIND, either express or implied. See the License for the specific +# language governing permissions and limitations under the License. + +import numpy as np +import pytest + +from sklearn.utils.testing import assert_array_equal + +from sagemaker_sklearn_extension.impute import RobustImputer, RobustMissingIndicator, is_finite_numeric + +X_impute = np.array([[np.nan, 2, np.inf], [4, np.inf, 6], [10, np.nan, 10]]) +X_impute_boolean_mask = np.array([[True, False, True], [False, True, False], [False, True, False]]) +X_impute_string = X_impute.astype("O") +X_impute_mixed = np.array([["2", "a"], ["inf", "nan"], ["-1e2", "10.0"], ["0.0", "foobar"], ["-inf", "8"]]) +X_impute_mixed_boolean_mask = np.array([[False, True], [True, True], [False, False], [False, True], [True, False]]) +X_impute_categorical = np.array([["hot dog"], ["hot dog"], ["hot dog"], ["banana"]]) +X_imputed_median = np.array([[7.0, 2.0, 8.0], [4.0, 2.0, 6.0], [10.0, 2.0, 10.0]]) +X_imputed_constant = np.array([[1.0, 2.0, 13.0], [4.0, 7.0, 6.0], [10.0, 7.0, 10.0]]) +X_imputed_mixed = np.array([[2.0, 9.0], [0.0, 9.0], [-1e2, 10.0], [0.0, 9.0], [0.0, 8.0]]) +X_imputed_categorical = np.array([["hot dog"], ["hot dog"], ["hot dog"], ["not hot dog"]]) + +transform_error_msg = "'transform' input X has 4 features per sample, expected 3 from 'fit' input" +fill_values_error_msg = "'fill_values' should have length equal to number of features in X 3, got 5" + + +@pytest.mark.parametrize( + "val, expected", [(np.array([1738, "10", np.inf, np.nan, "foobar"]), np.array([True, True, False, False, False]))] +) +def test_is_finite_numeric(val, expected): + observed = is_finite_numeric(val) + assert_array_equal(observed, expected) + + +@pytest.mark.parametrize( + "X, X_expected, strategy, fill_values", + [ + (X_impute_mixed, X_imputed_mixed, "median", None), + (X_impute, X_imputed_median, "median", None), + (X_impute_string, X_imputed_median, "median", None), + (X_impute, X_imputed_constant, "constant", [1.0, 7.0, 13.0]), + (X_impute_string, X_imputed_constant, "constant", [1.0, 7.0, 13.0]), + ], +) +def test_robust_imputer(X, X_expected, strategy, fill_values): + robust_imputer = RobustImputer(strategy=strategy, fill_values=fill_values) + robust_imputer.fit(X) + X_observed = robust_imputer.transform(X) + + assert_array_equal(X_observed, X_expected) + + +def test_robust_imputer_categorical_custom_function(): + robust_imputer = RobustImputer( + dtype=np.dtype("O"), strategy="constant", fill_values="not hot dog", mask_function=lambda x: x == "hot dog" + ) + robust_imputer.fit(X_impute_categorical) + X_observed = robust_imputer.transform(X_impute_categorical) + + assert_array_equal(X_observed, X_imputed_categorical) + + +def test_robust_imputer_transform_dim_error(): + with pytest.raises(ValueError, match=transform_error_msg): + robust_imputer = RobustImputer() + robust_imputer.fit(X_impute) + robust_imputer.transform(np.zeros((3, 4))) + + +def test_robust_imputer_fill_values_dim_error(): + with pytest.raises(ValueError, match=fill_values_error_msg): + robust_imputer = RobustImputer(strategy="constant", fill_values=np.zeros(5)) + robust_imputer.fit(X_impute) + + +@pytest.mark.parametrize( + "X, boolean_mask_X", [(X_impute_mixed, X_impute_mixed_boolean_mask), (X_impute, X_impute_boolean_mask)] +) +def test_robust_missing_indicator(X, boolean_mask_X): + robust_indicator = RobustMissingIndicator() + robust_indicator.fit(X) + boolean_mask_X_observed = robust_indicator.transform(X) + + assert_array_equal(boolean_mask_X_observed, boolean_mask_X) diff --git a/test/test_preprocessing.py b/test/test_preprocessing.py new file mode 100644 index 0000000..b7280bf --- /dev/null +++ b/test/test_preprocessing.py @@ -0,0 +1,111 @@ +# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"). You +# may not use this file except in compliance with the License. A copy of +# the License is located at +# +# http://aws.amazon.com/apache2.0/ +# +# or in the "license" file accompanying this file. This file is +# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF +# ANY KIND, either express or implied. See the License for the specific +# language governing permissions and limitations under the License. + +import numpy as np +import pytest + +from sklearn.utils.testing import assert_array_equal, assert_array_almost_equal + +from sagemaker_sklearn_extension.preprocessing import ( + LogExtremeValuesTransformer, + QuantileExtremeValuesTransformer, + RemoveConstantColumnsTransformer, + log_transform, + quantile_transform_nonrandom, +) + +X_zeros = np.zeros((10, 10)) +X_extreme_vals = np.array( + [ + [0.0, 0.0, 0.0], + [-1.0, 1.0, 1.0], + [-2.0, 2.0, 2.0], + [-3.0, 3.0, 3.0], + [-4.0, 4.0, 4.0], + [-5.0, 5.0, 5.0], + [-6.0, 6.0, 6.0], + [-7.0, 7.0, 7.0], + [-8.0, 8.0, 8.0], + [-9.0, 9.0, 9.0], + [-10.0, 10.0, 10.0], + [-1e5, 1e6, 11.0], + ] +) +X_log_extreme_vals = np.column_stack( + [log_transform(X_extreme_vals.copy()[:, 0]), log_transform(X_extreme_vals.copy()[:, 1]), X_extreme_vals[:, 2]] +) +X_quantile_extreme_vals = np.column_stack( + [ + quantile_transform_nonrandom(X_extreme_vals.copy()[:, 0]), + quantile_transform_nonrandom(X_extreme_vals.copy()[:, 1]), + X_extreme_vals[:, 2], + ] +) +X_all_positive = 5 * np.random.random((100, 1)) + 20 +X_extreme_all_positive = np.vstack([np.random.random((90, 1)) + 100, np.array(10 * [[5]], dtype=np.float64)]) +X_log_extreme_all_positive = np.array([log_transform(X_extreme_all_positive.copy()[:, 0])]).reshape(-1, 1) +X_all_uniques = np.arange(20).reshape(4, 5) +X_one_val = np.column_stack([np.arange(20).reshape(4, 5), np.array([1, 1, 1, 1])]) +X_nans = np.array([[np.nan, np.nan, np.nan], [np.nan, np.nan, np.nan], [np.nan, np.nan, np.nan]]) +X_no_uniques = np.zeros((4, 5)) + + +@pytest.mark.parametrize( + "X, X_expected", + [ + (X_all_uniques, X_all_uniques), + (X_one_val, X_one_val[:, :5]), + (X_nans, np.empty((0, 3))), + (X_no_uniques, np.empty((0, 5))), + ], +) +def test_remove_constant_columns_transformer(X, X_expected): + transformer = RemoveConstantColumnsTransformer() + X_observed = transformer.fit_transform(X) + + assert_array_equal(X_observed, X_expected) + + +@pytest.mark.parametrize( + ["X", "X_expected"], + [ + (X_extreme_vals, X_log_extreme_vals,), + (X_zeros, X_zeros), + (X_all_positive, X_all_positive), + (X_extreme_all_positive, X_log_extreme_all_positive), + ], +) +def test_log_extreme_value_transformer(X, X_expected): + transformer = LogExtremeValuesTransformer(threshold_std=2.0) + X_observed = transformer.fit_transform(X) + + assert_array_almost_equal(X_observed, X_expected) + + +def test_log_extreme_value_transformer_state(): + t = LogExtremeValuesTransformer(threshold_std=2.0) + X_observed = t.fit_transform(X_extreme_vals) + + assert_array_almost_equal(t.nonnegative_cols_, [1, 2]) + assert_array_almost_equal(X_observed, X_log_extreme_vals) + + +@pytest.mark.parametrize( + ["X", "X_expected"], + [(X_extreme_vals, X_quantile_extreme_vals), (X_zeros, X_zeros), (X_all_positive, X_all_positive),], +) +def test_extreme_value_transformer(X, X_expected): + transformer = QuantileExtremeValuesTransformer(threshold_std=2.0) + X_observed = transformer.fit_transform(X) + + assert_array_almost_equal(X_observed, X_expected) diff --git a/test/test_preprocessing_encoders.py b/test/test_preprocessing_encoders.py new file mode 100644 index 0000000..cfba070 --- /dev/null +++ b/test/test_preprocessing_encoders.py @@ -0,0 +1,157 @@ +# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"). You +# may not use this file except in compliance with the License. A copy of +# the License is located at +# +# http://aws.amazon.com/apache2.0/ +# +# or in the "license" file accompanying this file. This file is +# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF +# ANY KIND, either express or implied. See the License for the specific +# language governing permissions and limitations under the License. + +import numpy as np +import pytest +import scipy.sparse as sp + +from sklearn.utils.testing import assert_array_equal + +from sagemaker_sklearn_extension.preprocessing import NALabelEncoder, RobustLabelEncoder, ThresholdOneHotEncoder + + +X = np.array([["hot dog", 1], ["hot dog", 1], ["apple", 2], ["hot dog", 3], ["hot dog", 1], ["banana", 3]]) +X_expected_categories_ = [np.array(["hot dog"], dtype=object), np.array(["1", "3"], dtype=object)] +X_expected_max_one_categories_ = [np.array(["hot dog"], dtype=object), np.array(["1"], dtype=object)] +X_expected_dense = [ + [1.0, 1.0, 0.0], + [1.0, 1.0, 0.0], + [0.0, 0.0, 0.0], + [1.0, 0.0, 1.0], + [1.0, 1.0, 0.0], + [0.0, 0.0, 1.0], +] +X_expected_max_one_dense = [[1.0, 1.0], [1.0, 1.0], [0.0, 0.0], [1.0, 0.0], [1.0, 1.0], [0.0, 0.0]] + + +@pytest.mark.parametrize( + ["X", "X_expected_categories", "X_expected", "max_categories", "threshold"], + [ + (X, X_expected_categories_, X_expected_dense, 100, 2), + (X, X_expected_categories_, X_expected_dense, 100, 1.5 / X.shape[0]), + (X, X_expected_max_one_categories_, X_expected_max_one_dense, 1, 2), + ], +) +def test_threshold_encoder(X, X_expected_categories, X_expected, max_categories, threshold): + enc = ThresholdOneHotEncoder(threshold=threshold, max_categories=max_categories) + X_observed_sparse = enc.fit_transform(X) + assert isinstance(X_observed_sparse, sp.csr_matrix) + + assert len(enc.categories_) == len(X_expected_categories) + for observed_category, expected_category in zip(enc.categories_, X_expected_categories): + assert_array_equal(observed_category, expected_category) + + X_observed_dense = X_observed_sparse.toarray() + assert_array_equal(X_observed_dense, X_expected) + + +X_int_column_under_threshold = np.array([[1, "1"], [2, "1"], [3, "1"],]) +X_str_column_under_threshold = np.array([["1", "1"], ["2", "1"], ["3", "1"],]) +X_float_column_under_threshold = np.array([[1.1, "1"], [2.1, "1"], [3.1, "1"],]) +X_mixed_column_under_threshold = np.array([[1, "1"], ["2", "1"], [np.nan, "1"],]) +X_column_under_threshold_expected_dense = np.array([[0.0, 1.0], [0.0, 1.0], [0.0, 1.0],]) + + +@pytest.mark.parametrize( + ["X", "X_transformed_expected"], + [ + # Test that when one column contains no classes over threshold, entries are encoded as zeros. + (X_int_column_under_threshold, X_column_under_threshold_expected_dense), + (X_str_column_under_threshold, X_column_under_threshold_expected_dense), + (X_float_column_under_threshold, X_column_under_threshold_expected_dense), + (X_mixed_column_under_threshold, X_column_under_threshold_expected_dense), + # Test that when whole matrix contains no classes over threshold, all entries are encoded as zeros. + (np.array([[1, "a"], [2, "b"]]), np.array([[0.0, 0.0], [0.0, 0.0]])), + (np.array([1, 2]).reshape(-1, 1), np.array([0.0, 0.0]).reshape(-1, 1)), + ], +) +def test_threshold_encoder_with_a_column_under_threshold(X, X_transformed_expected): + encoder = ThresholdOneHotEncoder(threshold=2) + encoder.fit(X) + assert_array_equal(encoder.transform(X).todense(), X_transformed_expected) + + +def test_threshold_encoder_with_all_columns_under_threshold(): + encoder = ThresholdOneHotEncoder(threshold=0.01) + Xt = encoder.fit_transform(np.array([[1, 2], [1, 3]])).todense() + assert_array_equal(np.array([[1, 1, 0], [1, 0, 1],]), Xt) + + +def test_threshold_encoder_with_no_columns_over_threshold(): + encoder = ThresholdOneHotEncoder(threshold=1000) + Xt = encoder.fit_transform(np.array([[1, 2], [1, 3]])).todense() + assert_array_equal(np.array([[0, 0], [0, 0],]), Xt) + + +def test_robust_label_encoder(): + enc = RobustLabelEncoder() + enc.fit(X[:, 0]) + + assert_array_equal(enc.classes_, ["apple", "banana", "hot dog"]) + assert_array_equal(enc.transform([]), []) + assert_array_equal(enc.transform(["hot dog", "banana", "hot dog"]), [2, 1, 2]) + assert_array_equal(enc.transform(["hot dog", "llama"]), [2, 3]) + assert_array_equal(enc.inverse_transform([0, 2]), ["apple", "hot dog"]) + assert_array_equal(enc.inverse_transform([0, 10]), ["apple", ""]) + + assert_array_equal(enc.fit_transform(X[:, 0]), [2, 2, 0, 2, 2, 1]) + + +def test_robust_label_encoder_error_unknown(): + with pytest.raises(ValueError): + enc = RobustLabelEncoder(fill_unseen_labels=False) + enc.fit(X[:, 0]) + enc.transform(["eggplant"]) + + +def test_robust_label_encoder_inverse_transform_dtype(): + enc = RobustLabelEncoder() + enc.fit(X[:, 0]) + + assert_array_equal(enc.inverse_transform(["1.0", "2.0"]), ["banana", "hot dog"]) + + with pytest.raises(ValueError): + enc.inverse_transform(["0.", "2.b"]) + + +@pytest.mark.parametrize("labels", (["-12", "3", "9"], ["-12.", "3.", "9."])) +def test_robust_label_encoder_sorted_labels(labels): + enc = RobustLabelEncoder(labels=labels) + enc.fit([labels[1], labels[0]]) + + assert_array_equal(list(enc.classes_), labels) + assert_array_equal(enc.transform([labels[2], labels[1], "173"]), [2, 1, 3]) + + +@pytest.mark.parametrize("labels", (["-12", "9", "3"], ["-12.", "9.", "3."])) +def test_robust_label_encoder_unsorted_labels_warning(labels): + enc = RobustLabelEncoder(labels=labels) + with pytest.warns(UserWarning): + enc.fit([labels[2], labels[0]]) + + assert_array_equal(list(enc.classes_), sorted(labels)) + assert_array_equal(enc.transform([labels[1], labels[2], "173"]), [2, 1, 3]) + + +@pytest.mark.parametrize( + "y, y_expected", + [ + (np.array([np.inf, 0.1, 0.2]), np.array([np.nan, 0.1, 0.2])), + (np.array(["1.1", "hello", "1"]), np.array([1.1, np.nan, 1])), + ], +) +def test_na_label_encoder(y, y_expected): + na_label_encoder = NALabelEncoder() + na_label_encoder.fit(y) + y_transform = na_label_encoder.transform(y) + assert_array_equal(y_transform, y_expected) diff --git a/test/test_read_data.py b/test/test_read_data.py new file mode 100644 index 0000000..ee446e5 --- /dev/null +++ b/test/test_read_data.py @@ -0,0 +1,283 @@ +# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"). You +# may not use this file except in compliance with the License. A copy of +# the License is located at +# +# http://aws.amazon.com/apache2.0/ +# +# or in the "license" file accompanying this file. This file is +# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF +# ANY KIND, either express or implied. See the License for the specific +# language governing permissions and limitations under the License. + +import psutil + +import csv +from contextlib import contextmanager +import json +import numpy as np +import os +import pytest + +from mlio import list_files +from mlio.core import InMemoryStore, SageMakerPipe +from mlio.core import InvalidInstanceError +from mlio.core import File as mlio_file +from sagemaker_sklearn_extension.externals.read_data import _convert_megabytes_to_bytes +from sagemaker_sklearn_extension.externals.read_data import _get_data +from sagemaker_sklearn_extension.externals.read_data import _get_reader +from sagemaker_sklearn_extension.externals.read_data import _get_size_total +from sagemaker_sklearn_extension.externals.read_data import read_csv_data + + +DATA_FILES = [ + "test/data/csv/mock_datasplitter_output/manual.csv", + "test/data/csv/mock_datasplitter_output/newline.csv", + "test/data/csv/mock_datasplitter_output/excel.csv", + "test/data/csv/mock_datasplitter_output/oneline.csv", + "test/data/csv/missing_values.csv", + "test/data/csv/dictionaries.csv", + "test/data/csv/dirty.csv", +] +DATA_FILES_SHAPE = [(8, 4), (10, 4), (3, 4), (1, 4), (7, 5), (147, 18), (19, 16)] +LARGE_DATA_4MB = "test/data/csv/kc_house_data.csv" +BUFFER_DATA = ( + "1,2,3,4\n" + + "5,6,7,8\n" + + "9,10,11,12\n" + + "13,14,15,16\n" + + "17,18,19,20\n" + + "21,22,23,24\n" + + "25,26,27,28\n" + + "29,30,31,32" +) + + +@contextmanager +def managed_env_var(cfg): + os.environ.update({"SM_INPUT_DATA_CONFIG": json.dumps(cfg)}) + try: + yield os.environ + finally: + os.environ.pop("SM_INPUT_DATA_CONFIG") + + +csv1 = [ + ["1.0", 2.0, "3", 4, ""], + ["a,b", "c\nd", "f", '"""', np.nan], +] +csv2 = [ + [10, "2\r\n4", "hello", 4.0, "!"], + [" space", "", "space ", "\n", "hello\n"], + ['{a: 5, b: "hello"}', "[a, b, 2]", "[]", "nan", " "], +] + + +@pytest.fixture(scope="session") +def csv_data_dir(tmpdir_factory): + """Fixture which fills a temporary directory with (multiple) csv file(s).""" + csv_data_directory = tmpdir_factory.mktemp("csv_file_paths") + csv_file1 = csv_data_directory.join("file_1.csv") + csv_file2 = csv_data_directory.join("file_2.csv") + + with open(csv_file1.strpath, "w") as csv_file_handle: + csv_writer = csv.writer(csv_file_handle, dialect="excel") + csv_writer.writerows(csv1) + with open(csv_file2.strpath, "w") as csv_file_handle: + csv_writer = csv.writer(csv_file_handle, dialect="excel") + csv_writer.writerows(csv2) + + return str(csv_data_directory) + + +def test_excel_dialect(csv_data_dir): + """Test that read_csv_data function properly reads files in the excel dialect.""" + generated_contents = read_csv_data(source=csv_data_dir + "/file_1.csv") + + assert generated_contents.shape == (len(csv1), len(csv1[0])) + assert np.all(generated_contents == np.array([[str(v) for v in row] for row in csv1], dtype=np.str)) + + +def test_directory_content(csv_data_dir): + """Test that read_csv_data function reads content correctly from a directory""" + generated_contents = read_csv_data(source=csv_data_dir) + correct_array = csv1 + csv2 + assert generated_contents.shape == (len(correct_array), len(correct_array[0])) + assert np.all(generated_contents == np.array([[str(v) for v in row] for row in correct_array], dtype=np.str)) + + +def test_get_reader_pipe_mode(): + """Test for getting a 'CsvReader' object with 'Pipe' mode""" + with managed_env_var({"abc": {"TrainingInputMode": "Pipe"}}): + reader = _get_data(source="abc") + assert isinstance(reader[0], SageMakerPipe) + + +def test_get_reader_file_mode(): + """Test for getting a 'CsvReader' object with 'File' mode""" + source = "test/data/csv/mock_datasplitter_output" + with managed_env_var({os.path.basename(source): {"TrainingInputMode": "File"}}): + reader = _get_data(source=source) + assert isinstance(reader[0], mlio_file) + + +def test_get_reader_mlio_file_object(): + """Test for getting a 'CsvReader' with a mlio.core.File object source""" + source = "test/data/csv/mock_datasplitter_output" + files = list_files(source, pattern="*") + reader = _get_data(source=files[0]) + assert isinstance(reader[0], mlio_file) + + +def test_get_reader_inmemory_mode(): + """Test for getting a 'CsvReader' object with 'InMemory' mode""" + buffer = BUFFER_DATA.encode() + reader = _get_data(source=buffer) + assert isinstance(reader[0], InMemoryStore) + + +def test_read_csv_data_inmemory_mode(): + """Test to make sure 'InMemory' mode reads in content correctly""" + generated_contents = read_csv_data(source=BUFFER_DATA.encode()) + correct_array = [] + for i in range(8): + correct_array.append([i * 4 + j for j in range(1, 5)]) + assert generated_contents.shape == (len(correct_array), len(correct_array[0])) + assert np.all(generated_contents == np.array([[str(v) for v in row] for row in correct_array], dtype=np.str)) + + +def test_read_empty_buffer(): + """Test for getting an empty array if the buffer is empty""" + generated_contents = read_csv_data(source="".encode()) + assert generated_contents.size == 0 + + +def test_get_reader_no_env_var(): + """Test for getting a 'CsvReader' object with no environmental variable""" + reader = _get_data(source="test/data/csv/mock_datasplitter_output") + assert isinstance(reader[0], mlio_file) + + +@pytest.mark.parametrize("cfg, expected_error", [({}, KeyError), ({"abc": {}}, KeyError),]) +def test_get_reader_error_malformed_channel_cfg(cfg, expected_error): + """Test for reading from an invalid channel""" + with pytest.raises(expected_error): + with managed_env_var(cfg): + _get_reader(source="abc", batch_size=1000) + + +def test_get_reader_incorrect_path(): + """Test for reading from a path that doesn't exist""" + with pytest.raises(RuntimeError): + _get_reader(source="incorrect", batch_size=100) + + +def test_read_csv_data_invalid_csv(): + with pytest.raises(InvalidInstanceError): + read_csv_data(source="test/data/csv/invalid.csv") + + +@pytest.mark.parametrize("data_file, shape", [(file, shape) for file, shape in zip(DATA_FILES, DATA_FILES_SHAPE)]) +def test_read_csv_data(data_file, shape): + """Test for reading individual csv data files""" + array = read_csv_data(source=data_file, batch_size=1, fit_memory_percent=100.0, output_dtype="U") + assert array.shape == shape + assert array.dtype.kind in {"U", "S"} + + +def test_read_csv_data_directory(): + """Test for reading from a directory of data""" + array = read_csv_data(source="test/data/csv/mock_datasplitter_output", fit_memory_percent=100.0) + assert array.shape == (22, 4) + + +def test_read_csv_data_sample_append(): + """Test for reading data in chunks.""" + array = read_csv_data(source=LARGE_DATA_4MB, fit_memory_percent=100.0) + assert array.shape == (38223, 21) + + +def test_read_csv_data_samples(): + """Test for sample case where the entire dataset doesn't fit into the available memory""" + total_memory_in_bytes = psutil.virtual_memory().total + two_mb_in_bytes = _convert_megabytes_to_bytes(2) + fraction_of_memory_to_use = two_mb_in_bytes / total_memory_in_bytes + sample_data = read_csv_data( + source=LARGE_DATA_4MB, fit_memory_percent=fraction_of_memory_to_use * 100, output_dtype="U" + ) + assert sample_data.dtype.kind == "U" + assert _convert_megabytes_to_bytes(1.9) < sample_data.nbytes <= two_mb_in_bytes + + +def test_read_csv_data_split(): + X, y = read_csv_data(LARGE_DATA_4MB, target_column_index=0, output_dtype="U") + yX = read_csv_data(LARGE_DATA_4MB, output_dtype="U") + assert X.shape == (38223, 20) + assert y.shape == (38223,) + assert np.array_equal(np.hstack((y.reshape(-1, 1), X)).astype(str), yX) + assert X.dtype.kind == "U" + assert y.dtype.kind == "U" + + +def test_read_csv_data_split_limited(): + total_memory_in_bytes = psutil.virtual_memory().total + two_mb_in_bytes = _convert_megabytes_to_bytes(2) + fraction_of_memory_to_use = two_mb_in_bytes / total_memory_in_bytes + X, y = read_csv_data( + LARGE_DATA_4MB, target_column_index=0, fit_memory_percent=fraction_of_memory_to_use * 100, output_dtype="U" + ) + assert _convert_megabytes_to_bytes(1.9) < (X.nbytes + y.nbytes) <= two_mb_in_bytes + assert X.dtype.kind == "U" + assert y.dtype.kind == "U" + + +def test_read_csv_data_samples_object(): + """Test for sample case where the entire dataset doesn't fit into the available memory""" + total_memory_in_bytes = psutil.virtual_memory().total + two_mb_in_bytes = _convert_megabytes_to_bytes(2) + fraction_of_memory_to_use = two_mb_in_bytes / total_memory_in_bytes + sample_data = read_csv_data( + source=LARGE_DATA_4MB, fit_memory_percent=fraction_of_memory_to_use * 100, output_dtype="object" + ) + array_memory = _get_size_total(sample_data) + assert _convert_megabytes_to_bytes(1.9) < array_memory <= two_mb_in_bytes + assert sample_data.dtype.kind == "O" + + +def test_read_csv_data_split_object(): + X, y = read_csv_data(LARGE_DATA_4MB, target_column_index=0, output_dtype="O") + yX = read_csv_data(LARGE_DATA_4MB, output_dtype="O") + assert X.shape == (38223, 20) + assert y.shape == (38223,) + assert np.array_equal(np.hstack((y.reshape(-1, 1), X)), yX) + assert X.dtype.kind == "O" + assert y.dtype.kind == "O" + + +def test_read_csv_data_split_limited_object(): + total_memory_in_bytes = psutil.virtual_memory().total + two_mb_in_bytes = _convert_megabytes_to_bytes(2) + fraction_of_memory_to_use = two_mb_in_bytes / total_memory_in_bytes + X, y = read_csv_data( + LARGE_DATA_4MB, target_column_index=0, fit_memory_percent=fraction_of_memory_to_use * 100, output_dtype="O" + ) + arrays_memory = _get_size_total(X) + _get_size_total(y) + assert _convert_megabytes_to_bytes(1.9) < arrays_memory <= two_mb_in_bytes + assert X.dtype.kind == "O" + assert y.dtype.kind == "O" + + +def test_list_alphabetical(): + """Test for checking 'list_files' returns alphabetically""" + path = "test/data/csv/mock_datasplitter_output" + mlio_list_files = list_files(path, pattern="*") + alphabetical_files = [] + for file in ["excel.csv", "manual.csv", "newline.csv", "oneline.csv"]: + alphabetical_files.extend(list_files(path + "/" + file, pattern="*")) + assert mlio_list_files == alphabetical_files + + +def test_list_recursive(): + """Test for checking 'list_files' lists recursively""" + assert len(list_files("test/data/csv", pattern="*")) == 10 diff --git a/test/test_robust_pca.py b/test/test_robust_pca.py new file mode 100644 index 0000000..2cd7468 --- /dev/null +++ b/test/test_robust_pca.py @@ -0,0 +1,43 @@ +# Copyright 2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"). You +# may not use this file except in compliance with the License. A copy of +# the License is located at +# +# http://aws.amazon.com/apache2.0/ +# +# or in the "license" file accompanying this file. This file is +# distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF +# ANY KIND, either express or implied. See the License for the specific +# language governing permissions and limitations under the License. + +import pytest +from scipy.sparse import csr_matrix + +from sklearn import datasets +from sklearn.decomposition import PCA, TruncatedSVD +from sklearn.utils.testing import assert_array_almost_equal + +from sagemaker_sklearn_extension.decomposition import RobustPCA + + +X_iris = datasets.load_iris().data +X_iris_sparse = csr_matrix(X_iris) + + +@pytest.mark.parametrize( + ["X", "n_components", "X_expected"], + [ + # Dense input + (X_iris, 2, PCA(n_components=2).fit_transform(X_iris)), + # Sparse input + (X_iris_sparse, 2, TruncatedSVD().fit_transform(X_iris_sparse)), + # n_components > X.shape[1], no dimension reduction + (X_iris, 1000, X_iris), + ], +) +def test_svd(X, n_components, X_expected): + svd = RobustPCA(n_components=n_components) + X_observed = svd.fit_transform(X) + + assert_array_almost_equal(X_observed, X_expected) diff --git a/tox.ini b/tox.ini new file mode 100644 index 0000000..4712174 --- /dev/null +++ b/tox.ini @@ -0,0 +1,64 @@ +# Tox (http://tox.testrun.org/) is a tool for running tests +# in multiple virtualenvs. This configuration file will run the +# test suite on all supported python versions. To use it, "pip install tox" +# and then run "tox" from this directory. + +[tox] +envlist = black-format,flake8,pylint,twine,py37 +skip_missing_interpreters = False + +[testenv:black-format] +# Used during development (before committing) to format .py files. +basepython = python3 +deps = black==19.10b0 +commands = + black -l 120 ./ + +[testenv:black-check] +# Used by automated build steps to check that all files are properly formatted. +basepython = python3 +deps = black==19.10b0 +commands = + black -l 120 --check ./ + +[testenv:flake8] +basepython = python3 +skipdist = true +skip_install = true +deps = flake8 +commands = + flake8 + +[testenv:pylint] +basepython = python3 +skipdist = true +skip_install = true +deps = pylint==2.3.1 +commands = + python -m pylint --rcfile=.pylintrc -j 0 src/sagemaker_sklearn_extension + +[testenv:twine] +basepython = python3 +# twine check was added starting in 1.12.0 +deps = twine>=1.12.0 +# https://github.com/pypa/twine/blob/master/docs/changelog.rst +# https://packaging.python.org/guides/making-a-pypi-friendly-readme/#validating-restructuredtext-markup +commands = + python setup.py sdist + twine check dist/*.tar.gz + +[testenv:py37] +# {posargs} can be passed in by additional arguments specified when invoking tox. +# Can be used to specify which tests to run, e.g.: tox -- -s +usedevelop = True +deps = + -r{toxinidir}/requirements.txt + .[test] +conda_deps = + mlio-py +conda_channels = + conda-forge + mlio +commands = + coverage run --source src/sagemaker_sklearn_extension -m pytest --verbose {posargs} + coverage report --fail-under=90